diff --git a/CHANGELOG.md b/CHANGELOG.md index 15aae79..f5e30ed 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -22,6 +22,30 @@ and this project follows [Semantic Versioning](https://semver.org/spec/v2.0.0.ht that negated codameter output to get physical dv/v must remove that negation. +- **The stretching-family trial-epsilon search now resamples `current`, not + `reference`.** `stretching_cc`, `measure_stretching_trailing`, and + `measure_wts` previously interpolated the *reference* waveform at trial + positions `t/(1+eps)` and held `current` fixed; they now interpolate + *current* at `(1+eps)*t` and hold `reference` fixed, matching the field's + usual convention (the reference is the stable, often multi-day-averaged + anchor; the current trace is the one being tested against it). **The exact + conversion `dv/v = -eps/(1+eps)` is unchanged** — both conventions give + the identical exact map (see the derivation in the PR), so this is not a + second sign-convention flip; it is an internal numerics change with a + small (single-digit-percent) shift in finite-sample results, since a + different (per-day, typically noisier) trace is now the one being + resampled. Added `synthetic_demo.dvv_to_epsilon` (the exact inverse of + `eps_to_dvv`) and `synthetic_demo._stretch_window`, a common + valid-support window shared across the whole epsilon grid so no trial + epsilon is silently extrapolated and every candidate is scored on an + identical sample count (warns and shrinks the window if the requested + one would need extrapolation at the edges of `eps_max`; none of the + packaged `use_cases.py` configs hit this). + `tests/data/golden/manifest.json` regenerated against the new numerics + (`golden.MANIFEST_VERSION` bumped 2 → 3 so stale per-user caches + regenerate); a hidden/private golden corpus built with `private_golden.py` + before this change should be regenerated too. + ### Added - `synthetic_demo.eps_to_dvv`: the exact stretch-to-velocity map. @@ -43,13 +67,14 @@ and this project follows [Semantic Versioning](https://semver.org/spec/v2.0.0.ht the estimators whose band usage is that one linear filter (stretching, WCC, DTW, MWCS — the wavelet estimators raise). - **`measure_stretching_trailing`** — vectorized stretching against a trailing - (moving) reference. The stretched sample positions `t/(1+eps)` are + (moving) reference. The stretched sample positions `(1+eps)*t` are data-independent, so the interpolation gather indices/weights are computed once per epsilon and applied to all days at once; trailing references come from a cumulative sum and the band-pass runs once over the whole matrix. `deviations._moving_reference` dispatches to it for the stretching estimator (~3x on the 3-year volcano synthetic, observed 3-4.5x across repeated runs), keeping the generic per-day loop for the other estimators. + (Updated below: the resampled trace is `current`, not `reference`.) ### Changed diff --git a/literature/figs/demo_10_deviations.png b/literature/figs/demo_10_deviations.png index ee29663..7f4511c 100644 Binary files a/literature/figs/demo_10_deviations.png and b/literature/figs/demo_10_deviations.png differ diff --git a/literature/figs/demo_11_multiverse.png b/literature/figs/demo_11_multiverse.png index efb8324..f7c9d3b 100644 Binary files a/literature/figs/demo_11_multiverse.png and b/literature/figs/demo_11_multiverse.png differ diff --git a/literature/figs/demo_12_bayes.png b/literature/figs/demo_12_bayes.png index 786eb55..748bcac 100644 Binary files a/literature/figs/demo_12_bayes.png and b/literature/figs/demo_12_bayes.png differ diff --git a/literature/figs/demo_13_branch_asymmetry.png b/literature/figs/demo_13_branch_asymmetry.png index bb7779d..d0a74a5 100644 Binary files a/literature/figs/demo_13_branch_asymmetry.png and b/literature/figs/demo_13_branch_asymmetry.png differ diff --git a/literature/figs/demo_14_network_pairs.png b/literature/figs/demo_14_network_pairs.png index 89c0256..957c6e0 100644 Binary files a/literature/figs/demo_14_network_pairs.png and b/literature/figs/demo_14_network_pairs.png differ diff --git a/literature/figs/demo_15_window_envelope.png b/literature/figs/demo_15_window_envelope.png index b84a961..6304ab9 100644 Binary files a/literature/figs/demo_15_window_envelope.png and b/literature/figs/demo_15_window_envelope.png differ diff --git a/literature/figs/demo_16_band_sensitivity.png b/literature/figs/demo_16_band_sensitivity.png new file mode 100644 index 0000000..9ef8bd3 Binary files /dev/null and b/literature/figs/demo_16_band_sensitivity.png differ diff --git a/literature/figs/demo_17_reference_schemes.png b/literature/figs/demo_17_reference_schemes.png new file mode 100644 index 0000000..47a79e3 Binary files /dev/null and b/literature/figs/demo_17_reference_schemes.png differ diff --git a/literature/figs/demo_18_stack_coherence.png b/literature/figs/demo_18_stack_coherence.png new file mode 100644 index 0000000..ab13c15 Binary files /dev/null and b/literature/figs/demo_18_stack_coherence.png differ diff --git a/literature/figs/demo_1_methods.png b/literature/figs/demo_1_methods.png index 90ee1a3..00738e2 100644 Binary files a/literature/figs/demo_1_methods.png and b/literature/figs/demo_1_methods.png differ diff --git a/literature/figs/demo_2_aggregation.png b/literature/figs/demo_2_aggregation.png index 35bb134..2f51736 100644 Binary files a/literature/figs/demo_2_aggregation.png and b/literature/figs/demo_2_aggregation.png differ diff --git a/literature/figs/demo_3_uncertainty.png b/literature/figs/demo_3_uncertainty.png index 8ea193c..1ce5fa6 100644 Binary files a/literature/figs/demo_3_uncertainty.png and b/literature/figs/demo_3_uncertainty.png differ diff --git a/literature/figs/demo_4_frequency_depth.png b/literature/figs/demo_4_frequency_depth.png index ce8f421..b554d27 100644 Binary files a/literature/figs/demo_4_frequency_depth.png and b/literature/figs/demo_4_frequency_depth.png differ diff --git a/literature/figs/demo_5_window_band.png b/literature/figs/demo_5_window_band.png index d90fb58..3e367cb 100644 Binary files a/literature/figs/demo_5_window_band.png and b/literature/figs/demo_5_window_band.png differ diff --git a/literature/figs/demo_6_stacking.png b/literature/figs/demo_6_stacking.png index 9672151..3178200 100644 Binary files a/literature/figs/demo_6_stacking.png and b/literature/figs/demo_6_stacking.png differ diff --git a/literature/figs/demo_7_reference.png b/literature/figs/demo_7_reference.png index 5884bfb..2f09c26 100644 Binary files a/literature/figs/demo_7_reference.png and b/literature/figs/demo_7_reference.png differ diff --git a/literature/figs/demo_8_artifacts.png b/literature/figs/demo_8_artifacts.png index a47f949..c413b4b 100644 Binary files a/literature/figs/demo_8_artifacts.png and b/literature/figs/demo_8_artifacts.png differ diff --git a/literature/figs/demo_9_multiverse.png b/literature/figs/demo_9_multiverse.png index a8d0d01..2726374 100644 Binary files a/literature/figs/demo_9_multiverse.png and b/literature/figs/demo_9_multiverse.png differ diff --git a/literature/figs/realdata_1_validation.png b/literature/figs/realdata_1_validation.png new file mode 100644 index 0000000..cd2c753 Binary files /dev/null and b/literature/figs/realdata_1_validation.png differ diff --git a/literature/figs/realdata_2_interferograms.png b/literature/figs/realdata_2_interferograms.png new file mode 100644 index 0000000..53c13ad Binary files /dev/null and b/literature/figs/realdata_2_interferograms.png differ diff --git a/literature/figs/realdata_3_warmup.png b/literature/figs/realdata_3_warmup.png new file mode 100644 index 0000000..500b7f6 Binary files /dev/null and b/literature/figs/realdata_3_warmup.png differ diff --git a/paper/manuscript_marine.qmd b/paper/manuscript_marine.qmd index c223e58..70e9b69 100644 --- a/paper/manuscript_marine.qmd +++ b/paper/manuscript_marine.qmd @@ -7,29 +7,45 @@ author: - name: Department of Earth and Space Sciences, University of Washington, Seattle, WA, USA date: today abstract: | - Relative seismic velocity changes (\dvv) from the ambient seismic field are a - standard observable for volcanoes, faults, landslides, aquifers and the - cryosphere. Yet turning cross-correlation functions into a \dvv\ time series + Relative seismic velocity changes (\dvv) from repeated coda waves are becoming + a standard observable for volcanoes, faults, landslides, aquifers and the + cryosphere and are increasingly regarded as new measurements of strain changes. + Yet turning cross-correlation functions into a \dvv\ time series involves a long sequence of choices --- the estimator, the frequency band, the coda window, the reference, the stacking, and how cross-components and station - pairs are aggregated and weighted --- made *ad hoc* and seldom reported in full. - Using a controlled synthetic in which the ground-truth \dvv\ is known exactly, we - quantify how much each choice moves the recovered value *and its stated - uncertainty*. Reproducing the seven NoisePy estimators, we show that at large - \dvv\ methods split by family with distinct failure modes; that the same station + pairs are aggregated and weighted --- made *ad hoc*, their impact on the measurement + uncertainty unclear. These hidden choices clearly limit reproducibility of the + research and importantly the inter-study comparison. + + We demonstrate here how to turn repeated wavefield measurement into agent-ready, + scalable-ready, uncertainty-aware measurement of changes in seismic properties. + We quantify the individual and combined effects of these choices + using a controlled synthetic in which the ground-truth \dvv\ is known exactly. + We show that at large \dvv\ methods split by family with distinct failure modes; that the same station pair yields different \dvv\ depending only on whether one averages the per-component \dvv\ or the correlation-coefficient images; and, most consequentially, that the reported $1\sigma$ on a network-averaged \dvv\ varies by $\sim\!\sqrt{N}$ from the standard-error-versus-standard-deviation and weighting conventions --- so a change that is "$3\sigma$ significant" in one study is "not significant" in - another, from identical data. Running the full *multiverse* of choices, we rank - each by the bias and error-bar change it induces, and propose a Bayesian + another, from identical data. + + Running the full breadth of parameter choices, we estimate + each by the bias and error-bar change it induces. We propose a Bayesian measurement model that marginalises the ensemble into a single time-dependent - data covariance $C_d$ --- the object a downstream depth or stress - inversion needs. We argue that these undocumented choices, not the physics, are - the leading obstacle to intercomparing \dvv\ studies, and release an open - framework (codameter) that makes every choice explicit and reproducible. + data covariance $C_d$ and illustrate its use by propagating errors in a + depth-inversion of shear wave perturbation. We provide a real data examples from a California data set and reproduce + previous results that were generated with a different computing language + and processing pipeline, demonstrating at the same time the integration + of codameter with noisepy and its portability and scalability from laptop + to cloud systems. We also generate a codameter agent advisor that can guide researchers or agents + in their parameter choices, accompanied with a robust evaluation of the agent against + a golden data set. Our method and associated software package, ``codameter`` turns + repeated coda waves into time series of \dvv\ and its covariance + making it coda-wave interferometry uncertainty-aware and reproducible. + + + bibliography: - references.bib - survey.bib @@ -53,81 +69,116 @@ Time-series analysis; Interferometry; Seismic noise; Coda waves; Inverse theory; # Introduction {#sec:intro} -Changes in subsurface properties occur due geodynamics, which drive earthquake damage -and volcanic eruption, and hydrodynamics, which controls fluid exchange between the atomsphere -and the solid Earth. These processes influence the mechanical property of Earth materials, -which directly affect the speed at which seismic waves propagates. Changes in seismic +Changes in subsurface properties occur due to geodynamics, which drive earthquake damage +and volcanic eruption, and hydrodynamics, which controls fluid exchange between the atmosphere +and the solid Earth. These processes influence the mechanical properties of Earth materials, +which directly affect the speed at which seismic waves propagate. Changes in seismic velocity, often measured and referred to as \dvv\, can be tracked by measuring changes in arrival -times of seismic waves, especially scatterd waves such as coda waves, +times of seismic waves, especially scattered waves such as coda waves, provided that the source and receivers are at the same location. -```{=latex} -\begin{center} -\fbox{\begin{minipage}{0.95\linewidth} -\textbf{Sign convention.} \dvv\ is the fractional seismic velocity change, -positive for a velocity \emph{increase}. The stretching family of estimators -measures the stretch factor $\varepsilon$ that maps the reference coda onto -the current coda; the exact relation is + \dvv\ is the fractional seismic velocity change, positive for a velocity \emph{increase}. The stretching family of estimators +measures the stretch factor $\varepsilon$ that maps the current coda onto +the reference coda. Throughout this work, the reference correlation is held +fixed and trial dilations are applied to the current correlation, +[ +c_\epsilon(t)=c[(1+\epsilon)t], +] +where interpolation is performed only on (c). Thus (\epsilon=t_{\rm cur}/t_{\rm ref}-1) is a fractional travel-time dilation: +(\epsilon>0) denotes a delayed current coda. For unchanged propagation geometry, +[ +1+\epsilon=\frac{t_{\rm cur}}{t_{\rm ref}} +=\frac{v_{\rm ref}}{v_{\rm cur}}, +] +and therefore the physical fractional velocity change reported throughout this work is +[ +\boxed{ +\frac{\delta v}{v} +\equiv +\frac{v_{\rm cur}-v_{\rm ref}}{v_{\rm ref}} +=========================================== + +-\frac{\epsilon}{1+\epsilon}. +} +] +The commonly used relation (\delta v/v\simeq-\epsilon\simeq-\delta t/t) is its first-order approximation. +We retain the exact finite-change transformation because its computational cost is negligible and because +the distinction becomes measurable for velocity perturbations of several percent. + +We interpolate the current rather than the reference correlation so that +the high-SNR reference stack remains unchanged throughout the search. In the ideal continuous-signal limit the reciprocal formulations are mathematically equivalent after their stretch parameters are transformed to a common physical (dv/v); in sampled, finite-window data they can differ because interpolation and boundary truncation break that symmetry. We therefore state the interpolation direction as part of the estimator definition and quantify its numerical effect in the synthetic validation. + + + + + + the exact relation is \[ \dvv = -\frac{\varepsilon}{1+\varepsilon}. \] The first-order shortcut $\dvv \approx -\varepsilon$ is accurate to order $\varepsilon^2$ --- negligible below $1\,\%$ but a $0.17\,\%$ absolute bias at -the $4\,\%$ changes seen on landslides. -\end{minipage}} -\end{center} -``` +a true $\dvv$ of $4\,\%$, the changes seen on landslides. Due to the sensitivity of coda waves to small perturbations in the material properties, -\dvv\ was discovered as an effective method to monitor chanes during volcanic unrest since its +\dvv\ was discovered as an effective method to monitor changes during volcanic unrest since its discovery at Piton de la Fournaise [@Brenguier2008] and is now calculated in continuous along side of more conventional seismic monitoring methods in the same volcano observatory - [@Duputel2009] and was a determining early warning parameter used by the Icelandic Meteorological - Office used \dvv\ in its response to the 2020 Reykjanes unrest (Cubuk-Sabuncu et al., 2021). + [@Duputel2009] and was a determining early warning parameter: the Icelandic Meteorological + Office used \dvv\ in its response to the 2020 Reykjanes unrest [@CubukSabuncu2021]. The Institute of Mine Seismology also uses \dvv\ to monitor the internal state of tens of tailings - dams and mines to flag instability before failure (Olivier et al., 2017; Ouellet et al., 2022). + dams and mines to flag instability before failure [@Olivier2017; @Ouellet2022]. A broader set of operations is emerging around the same signal: groundwater - storage for water management (Clements and Denolle, 2018; Mao et al., 2022), - landslide early warning (Le Breton et al., 2021), levee and embankment integrity - (Planès et al., 2016), and geothermal and CO$_2$ reservoir surveillance (Nakata et al., 2021). + storage for water management [@Clements2018; @Mao2022], + landslide early warning [@LeBreton2021], levee and embankment integrity + [@Planes2016], and geothermal and CO$_2$ reservoir surveillance [@Tsuji2021]. Each of these deployments rests on the same fragile assumption: that the \dvv\ curve an operator acts on is a property of the subsurface, not of the analyst's processing choices. -The elevated sensitivity comes at the price a long series of processing choices +The elevated sensitivity comes at the price of a long series of processing choices, and at almost every step the analyst makes a choice. Among these are choices of - estimators between windowed phase measurements or strething [@Mikesell2015, @Mao2020, @Yuan2021], + estimators between windowed phase measurements or stretching [@Mikesell2015, @Mao2020, @Yuan2021], frequency band and coda window (which together set the sampled depth; @Obermann2013 [@Obermann2016]), reference window [@Brenguier2014, @Ermert2023, @Okubo2024], how much to substack to increase coherence among windows (Hadzianou Celine), and how to aggregate and weight the many cross-component and station-pair measurements that make up a single reported \dvv\ time series (e.g., @Hobiger2012). - These choices are typically made by habit, justified briefly if at all , and rarely reported in + These choices are made by habit, justified briefly if at all, and rarely reported in enough detail to reproduce. The community has long flagged *individual* pitfalls (spurious changes from non-stationary noise, @Zhan2013; measurement-error formulae, @Clarke2011 [@Weaver2011]), but the *cumulative* effect of the full choice set on both the value and its stated uncertainty has not been quantified -comprehensively in the literature. +in the literature. A striking example of such their cumulative effects can be seen in Figure x +of [@Denolle25b] who demonstrated that most studies found a direct correlation between +\dvv\ and groundwater level change, but the scatter around the mean was easily +explained by frequency choices, single-vs-inter station correlations, and likely +the other signal-processing parameters chosen by the authors, which speak of the robust +correlation but not rigorously established enough to be useful in downstream hydrological research. This is a reproducibility problem of exactly the "garden of forking paths" type identified in the statistical sciences [@Gelman2013; @Steegen2016]: many individually reasonable analyses of the same data give different answers, and -without full reporting parameter choices we cannot fully interpret \dvv\ as robust values. -. Here we make the problem concrete for \dvv\ monitoring. We use purely synthetic correlation +without full reporting of parameter choices we cannot interpret a reported +\dvv\ as a robust value. Here we make the problem concrete for \dvv\ monitoring. +We use purely synthetic correlation time series to test the methods (estimators) and parameter choices that the community -makes to estimate \dvv\, which we report over 103 studies Appendix~\ref{app:survey}. +makes to estimate \dvv$\,$which we report over 103 studies in Appendix~\ref{app:survey}. We do not aim to report the "best" pipeline, which is most often the one reported in -scientific papers, but instead document the various parameter impacts (Section~\ref{sec:results}). -We then propose a new measurement error that incoporates these effects into a data +scientific papers, but instead document the parameter impacts (Section~\ref{sec:results}). +We then propose a new measurement error that incorporates these effects into a data covariance matrix $C_d$ (Section~\ref{sec:bayes}). -One example of propagating such error in downstream scientific insights is the +One example of propagating such error into downstream science is the migration of the surface \dvv\ measurement to depth profiles of perturbations in shear wave velocity $\Delta V_S(z)/V_S(z)$, which often depends on the wavefield constituting the coda waves, such as surface waves or body waves, and that depend on the source-receiver pair geometry. We illustrate the propagation of errors to a -depth profile (Section~\ref{sec:depth}). We only utilize synthetic examples for +depth profile (Section~\ref{sec:depth}). We use synthetic examples for ground truthing on the signal processing parameters, since the concepts behind the observations of phase lags in scattered waves is well established [@Obermann2013]. + +We further validate using real obervations that the estimates of \dvv\ and their uncertainty +reproduces well those of observed time series by reproducing previous studies. We package this new methodology in a Python software, ``codameter``, which we also recast as an agentic skill: an AI agent can be asked to recommend a processing configuration or recover a \dvv(t) series, and its answer is scored against @@ -170,7 +221,7 @@ reproduces the observation that high frequencies are retained only at short lag times, so a fixed late window samples different depths at different bands. A homogeneous velocity change is imposed exactly by stretching the lapse-time -axis, $u_{\rm cur}(t) = u_{\rm ref}\!\left(t/(1+\dvv)\right)$, and a repeated time +axis, $u_{\rm cur}(t) = u_{\rm ref}\!\left(t\,(1+\dvv)\right)$, and a repeated time series is produced by generating this stretched coda with a prescribed ground-truth $\dvv(t)$ and additive band-limited noise at a controlled signal-to-noise ratio. The concept has been demonstrated using full waveform @@ -179,13 +230,13 @@ we do not repeat that full-waveform modeling here. Because the imposed $\dvv(t)$ a recovered series from it is an artefact of the processing, not of the data. -We utilize seven \dvv\ estimators that were implemented in ``noisepy`` in the -`monitoring_methods` module [@Jiang2020]: trace stretching (TS, @lobkis01), windowed +We use seven \dvv\ estimators that were implemented in ``noisepy`` +[@Jiang2020]: trace stretching (TS, @lobkis03), windowed cross-correlation (WCC, @poupinet84), dynamic time warping (DTW, @Mikesell2015), -te moving-window cross-spectrum (MWCS; @Clarke2011), and three wavelet-domain methods, the +the moving-window cross-spectrum (MWCS; @Clarke2011), and three wavelet-domain methods, the wavelet cross-spectrum (WCS, @Mao2020) and the two wavelet stretching (WTS) and wavelet DTW (WTDTW) -introduced and benchmarked numerically by @Yuan2021. The framework, the figures below, and a - implementation are released in the open ``codameter`` package +introduced and benchmarked numerically by @Yuan2021. The framework, the figures below, and an +implementation are released in the open ``codameter`` package (Section~\ref{sec:discussion}). Formal definitions of all seven methods, of the two aggregation pathways, and of the uncertainty conventions are described in Appendices~\ref{app:estimators} and~\ref{app:aggregation}. @@ -258,9 +309,16 @@ is rarely, if ever, quantified (Appendix~\ref{app:survey}). The sections below a component in turn and quantify, against a known truth, how far a parameter choice impacts the recovered \dvv\ and its error. The deliverable of this section is a measurement covariance, which every subsequent step in the inference -chain (Sections~\ref{sec:depth}--\ref{sec:stress}) consumes. +chain (Sections~\ref{sec:depth}) consumes. + +Each subsection below is written to serve three readers at once: a seismologist +checking the mechanism against a realistic synthetic, a geophysicist who wants +the scale of the resulting error without re-deriving it, and an automated agent +or pipeline that needs a concrete, quotable rule for setting the same parameter. +The closing **Scale of effect** sentence in each subsection is written for that +last use directly. -Each of the parametric components is implemented in a single comprehensive package ``codameter`` +Each of the parametric components is implemented in a single package, ``codameter``, that borrows from ``msnoise`` [@Lecocq2014] and ``noisepy`` [@Jiang2020] to extract the measurement of \dvv\ from the ambient noise monitoring workflow and generalize it to any coda wave from repeated source-receiver paths. @@ -283,21 +341,23 @@ its own dedicated synthetic scenario (see the cross-referenced subsection).} \toprule \textbf{Axis} & \textbf{Best-case RMS} & \textbf{Worst-case RMS} & \textbf{Section} \\ \midrule -Estimator (family split) & $<\!0.01\,\%$ (TS/WTS, up to 5\,\% true \dvv) & -cycle-skip $>\!0.5\,\%$ past $\sim\!1.4\,\%$ true \dvv\ (MWCS) & +Estimator (family split) & $<\!0.01\,\%$ (TS, up to 5\,\% true \dvv) & +cycle-skip $>\!0.5\,\%$ past $\sim\!1.5\,\%$ true \dvv\ (MWCS) & Section~\ref{sec:methods-fig} \\ \hline Cross-component aggregation & $\sim\!0.03\,\%$ (Approach B, averaged images) & $\sim\!0.31\,\%$ (Approach A, unweighted) & Section~\ref{sec:aggregation} \\ \hline Network aggregation (per-pair spread) & $\sim\!0.005\,\%$ (network SE) & $\sim\!0.05\,\%$ (individual-pair range) & Section~\ref{sec:uncertainty} \\ \hline -Frequency band & $\sim\!0.003$--$0.03\,\%$ (matched to depth) & -$\sim\!0.10\,\%$ (mismatched) & Section~\ref{sec:params} \\ \hline +Frequency band & $\sim\!0.028$--$0.031\,\%$ (within $\pm0.3\,$Hz of the true +band) & $\sim\!0.10\,\%$ (center off by $>\!0.5\,$Hz) & +Section~\ref{sec:params_freq} \\ \hline Coda window & $\sim\!0.01\,\%$ (adapted to band) & -$\sim\!3.8\,\%$ (fixed, wrong band) & Section~\ref{sec:window} \\ \hline -Reference scheme & $\sim\!0.03$--$0.04\,\%$ (fixed stack / joint inversion) & -$\sim\!0.16\,\%$ (60-day moving) & Section~\ref{sec:params} \\ \hline -Stack length & $\sim\!0.018\,\%$ (10-day) & -$\sim\!0.044\,\%$ (1-day, noisy) & Section~\ref{sec:params} \\ +$\sim\!3.9\,\%$ (fixed, wrong band) & Section~\ref{sec:param_window} \\ \hline +Reference scheme & $\sim\!0.03\,\%$ (whole record, earliest period, or joint +inversion) & $\sim\!0.15$--$0.16\,\%$ (end-of-record fixed, or moving) & +Section~\ref{sec:param_ref} \\ \hline +Stack length & $\sim\!0.020\,\%$ (7--10-day, workable deployment) & +$\sim\!0.044\,\%$ (1-day, same deployment) & Section~\ref{sec:param_substack} \\ \bottomrule \end{tabularx} \end{table} @@ -305,15 +365,18 @@ $\sim\!0.044\,\%$ (1-day, noisy) & Section~\ref{sec:params} \\ ## Estimator family {#sec:methods-fig} +We implement all methods as in previous work [@Jiang2020]. + + + As of codameter v0.4.0, all seven estimators return physical \dvv\ under the sign convention above rather than the raw stretch factor $\varepsilon$; the synthetic generator imposes changes in the same convention, so a positive -imposed \dvv\ recovers as positive. `tests/test_sign_convention.py` holds -every estimator to this convention in both signs, and checks the full -`run_pipeline` call path end to end, so the convention cannot silently drift -back. +imposed \dvv\ recovers as positive. A dedicated regression test holds every +estimator to this convention in both signs, end to end through the full +measurement pipeline, so the convention cannot silently drift back. -On small, clean \dvv\, all seven estimators agree, demonstrating robustness of the methods +On small, clean \dvv$\,$all seven estimators agree (Fig.~\ref{fig:methods}a). Sweeping the same clean recovery out to $\pm 5\,\%$ (Fig.~\ref{fig:methods}b) shows exactly where and how each family first departs from the 1:1 line, and the estimator choice becomes consequential @@ -322,8 +385,8 @@ is split according to their phase measurement approaches. The stretching family coda and remain accurate for high SNR coda waves; the phase methods (MWCS) read a wrapped phase and may cycle-skips, while the *same* cross-wavelet phase (WCS), once unwrapped in 2-D, recovers the change. The warping methods (DTW, WTDTW) track but under-shoot the largest -strains. No estimator is simply "right" and choices in the estimators -can alters the \dvv\ measurements for larger strain changes. +strains. No estimator is simply "right"; the choice of estimator materially changes +the \dvv\ measurement at larger strain. \begin{figure} @@ -331,36 +394,48 @@ can alters the \dvv\ measurements for larger strain changes. \includegraphics[width=\textwidth]{demo_1_methods.png} \caption{Estimator choice across the seven NoisePy methods. (a) Clean, small \dvv: all agree. (b) The same clean recovery swept over $\pm 5\,\%$ - true \dvv: MWCS cycle-skips almost immediately past $\pm 1$--$2\,\%$, DTW/WTDTW - break past $\pm 3$--$4\,\%$, WCS degrades smoothly, while TS/WTS/WCC track the - 1:1 line throughout. (c) Large, noisy \dvv\ (a pre-failure landslide signal): + true \dvv: MWCS cycle-skips past $\sim\!1.5\,\%$ on either branch; TS and WTS + track the 1:1 line throughout; WCC tracks just as tightly on the negative + branch but breaks sharply near the positive edge; DTW and WTDTW break + asymmetrically, WTDTW near $+1\,\%$ but only near $-3\,\%$ on the other + branch; WCS degrades smoothly, crossing $1\,\%$ error beyond $\pm 4\,\%$. + (c) Large, noisy \dvv\ (a pre-failure landslide signal): MWCS cycle-skips, 2-D-unwrapped WCS and the stretching family track, the warping methods under-shoot.} \label{fig:methods} \end{figure} -On a clean, noiseless sweep of true \dvv\ from 0 to 5\,\% (Fig.~\ref{fig:methods}b), -the phase-wrapped MWCS estimator is the first to break: its error stays below -$0.1\,\%$ up to a true \dvv\ of $\sim\!1.2\,\%$, then jumps discontinuously past -$0.5\,\%$ error by $\sim\!1.4\,\%$ true \dvv\ --- the cycle-skip. The stretching -family (TS, WTS) stays below $0.01\,\%$ error out to the full 5\,\% tested, and -WCC stays below $0.1\,\%$; the warping methods (DTW, WTDTW) are accurate at small -\dvv\ but develop intermittent, large ($>\!1\,\%$) errors from $\sim\!3\,\%$ -true \dvv\ onward as the warp path becomes ill-conditioned, while WCS degrades -smoothly rather than catastrophically, crossing $1\,\%$ error only beyond -$\sim\!4\,\%$ true \dvv. +On a clean, noiseless sweep of true \dvv\ from $-5$ to $5\,\%$ (Fig.~\ref{fig:methods}b), +the phase-wrapped MWCS estimator is the first to break on either branch: its +error stays below $0.1\,\%$ out to $\sim\!1.3\,\%$ true \dvv, then exceeds +$1\,\%$ error by $\sim\!1.5\,\%$ --- the cycle-skip, essentially symmetric in +sign. The stretching family (TS, WTS) stays below $0.1\,\%$ error out to the +full $5\,\%$ tested, on both branches. WCC is just as accurate on the negative +branch (error stays below $0.1\,\%$ throughout) but breaks sharply on the +positive branch, crossing both $0.1\,\%$ and $1\,\%$ error abruptly at the +edge of the tested range ($\sim\!4.75\,\%$) --- a sign asymmetry from the +physical convention itself (Section~\ref{sec:intro}), not a processing +artefact. The warping methods develop large ($>\!1\,\%$) errors asymmetrically +as the warp path becomes ill-conditioned: WTDTW crosses $1\,\%$ error already +at $\sim\!1\,\%$ true \dvv\ on the positive branch but only at $\sim\!3\,\%$ on +the negative branch, and DTW crosses at $\sim\!2.5\,\%$ versus $\sim\!3\,\%$. +WCS degrades smoothly rather than catastrophically, crossing $1\,\%$ error +beyond $\pm4\,\%$ true \dvv\ on either branch. + ## Aggregating cross-component results {#sec:aggregation} -Each three-component seismic station (e.g., Z, N, E) carries 6 cross-componet correlations -(ZZ, NN, EE, ZE, ZN, NE), whether they are calculated at the single station or -a inter-station pair. Each carry a signature of the changes in velocity, components -may be dominated by Love or Rayleigh waves [@Lin2008; @Stehly2006], but there scattering and non-straight -ray path induce cross-component leakage between modes [@Hennino2001; @Margerin2019], and thus it is often -assumed in practice that coda waves of cross-components with multi-scattering characteristixcs +Each three-component seismic station (e.g., Z, N, E) carries 6 cross-component correlations +(ZZ, NN, EE, ZE, ZN, NE), whether they are calculated at a single station or +an inter-station pair. Each carries a signature of the changes in velocity; components +may be dominated by Love or Rayleigh waves [@Lin2008; @Stehly2006], but scattering and non-straight +ray paths induce cross-component leakage between modes [@Hennino2001; @Margerin2019], and thus it is often +assumed in practice that coda waves of cross-components with multi-scattering characteristics (e.g., no clearly separated phases) are composed of "surface waves" with strong S-wave sensitivity. Combining them together requires parameter choices, such as averaging them directly [@Liu2014], -or weighted (e.g., using coherence-based weighting @Hobiger2012, @DePlaen2016). Combining is another workflow +or weighted (e.g., using coherence-based weighting @Hobiger2012, @DePlaen2016). + +Combining is another workflow choice that can change both the value and the uncertainty (Fig.~\ref{fig:aggregation}). One may peak-pick each component's correlation-coefficient curve $\mathrm{CC}(\varepsilon,t)$ and then average the @@ -440,31 +515,146 @@ against a published network value. \label{fig:network-pairs} \end{figure} -## Frequency band, reference and stacking {#sec:params} +## Frequency band {#sec:params_freq} The remaining choices are no less consequential. The **frequency band** sets the sampled depth: in a two-layer medium, high frequencies recover shallow, often seasonal signals and low frequencies recover a deeper, maybe more tectonic, signal -(Fig.~\ref{fig:params}a). On our synthetic two-layer groundwater scenario, a band -matched to each layer (1.5--6\,Hz for the shallow, seasonal signal; 0.2--0.8\,Hz -for the deep, drought-trend signal) recovers each with RMS error -$\sim\!0.003$--$0.03\,\%$; using the wrong band for a given depth inflates the -error to $\sim\!0.10\,\%$ for both --- a $\sim\!4$--30$\times$ degradation. +(Fig.~\ref{fig:params}a). In practice a band often gets reused from a neighboring +deployment or an earlier study at the same site without re-checking that it still +matches the target depth --- exactly the error this section quantifies. + +On our synthetic two-layer groundwater scenario, holding the recovery band's width +fixed (0.6$\,$Hz) and sweeping its center away from the deep layer's true +0.2--0.8$\,$Hz band shows the cost is not gradual: RMS error against the known +truth stays flat, $\sim\!0.028$--$0.031\,\%$, for a center offset within +$\sim\!0.3\,$Hz of the true center, then rises by a factor of $\sim\!3$--$4$ once +the offset passes $\sim\!0.5\,$Hz --- the point at which the assumed band starts +sampling the shallow layer's signal instead of the deep one --- and plateaus +near $\sim\!0.10\,\%$ beyond that (Fig.~\ref{fig:band-sensitivity}). The band +choice is forgiving up to the edge of the layer it targets, and expensive +immediately past it, not gradually worse the further off it drifts. + +\begin{figure} + \centering + \includegraphics[width=0.7\textwidth]{demo_16_band_sensitivity.png} + \caption{Frequency-band sensitivity: RMS error against the known + groundwater deep-layer truth as the recovery band's center is swept away + from the true 0.2--0.8$\,$Hz band, holding its 0.6$\,$Hz width fixed. Error + is flat within $\sim\!\pm0.3\,$Hz of the true center, then rises sharply + once the assumed band drifts into the shallow layer's territory.} + \label{fig:band-sensitivity} +\end{figure} + +**Scale of effect:** a band-center error under $\sim\!0.3\,$Hz costs essentially +nothing here; past $\sim\!0.5\,$Hz it costs a factor of $\sim\!3$--$4$ in RMS, +from $\sim\!0.03\,\%$ to $\sim\!0.10\,\%$. + +## Reference {#sec:param_ref} The **reference** defines what survives: a moving reference re-baselines continuously and erases slow trends that a fixed reference or a joint inversion -[@Brenguier2014] preserve (Fig.~\ref{fig:params}c). On the volcano synthetic, a -fixed total-stack reference gives RMS $\sim\!0.03\,\%$ and a Brenguier-style -joint inversion $\sim\!0.04\,\%$ (both preserve the pre-eruptive trend), while a -60-day moving reference gives RMS $\sim\!0.16\,\%$ --- roughly 4--5$\times$ worse ---- because it re-baselines away the very trend being measured. +[@Brenguier2014] preserve (Fig.~\ref{fig:params}c). In practice the choice is +rarely just fixed-versus-moving: an analyst also decides *which* period of the +record a fixed reference is built from, and that choice alone can dominate the +error --- for instance when a deployment barely predates the process of +interest, or when the only quiet-looking period available sits close in time +to the process itself. + +We compare five named schemes on the volcano synthetic: a reference built from +the **beginning** of the pre-eruptive record (its earliest 15\%), from the +**end** of that record (its latest 15\%, immediately before the eruption), +from the **whole** pre-eruptive record, a 60-day **moving** (trailing) +reference, and **no single reference at all** --- the Brenguier et al. +(2014)-style joint inversion, which measures relative dv/v between many short +stacks instead of referencing every day to one (Fig.~\ref{fig:reference-schemes}a). +The whole-record, beginning, and inversion schemes all recover the truth to RMS +$\sim\!0.03\,\%$. The end-of-record reference does far worse, RMS +$\sim\!0.15\,\%$ --- not because it tracks the dynamics any less faithfully +(its residual scatter around the truth, $\sim\!0.029\,\%$, matches every other +fixed scheme) but because the reference epoch itself already sits +$\sim\!0.15\,\%$ into the developing pre-eruptive ramp, and every dv/v value is +reported *relative to whatever the reference was doing*. Reference choice sets +the zero point, not just the noise floor: comparing dv/v across studies, or +across deployments that started at different times, requires knowing what the +reference period itself was doing, not just how well each pipeline scores +against a single truth. + +The 60-day moving reference gives RMS $\sim\!0.16\,\%$ --- comparable to the +worst fixed case, but for the opposite reason: it re-baselines away the trend +continuously rather than sitting at one biased epoch. Lengthening the trailing +window helps only slowly and never converges to the fixed-reference baseline: +RMS falls from $\sim\!0.168\,\%$ at a 10-day trailing window to $\sim\!0.151\,\%$ +at 240 days, still $\sim\!4$--$5\times$ the whole-record RMS +(Fig.~\ref{fig:reference-schemes}b) --- the erasure is structural, not a noise +effect that more averaging fixes. Field deployments sometimes need a +multiple-reference approach for the same underlying reason, when no single +period is long or quiet enough to serve as a stable baseline (e.g., the urban +Mexico City deployment of @Ermert2023); our moving-reference sweep is the +closest single-parameter analog available in codameter today, not a +reproduction of any one study's exact reference construction. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{demo_17_reference_schemes.png} + \caption{Reference construction on the volcano synthetic. (a) Five named + schemes, each scored by RMS against the known truth over the whole record + and over the pre-eruptive ramp alone. (b) RMS for the moving reference as a + function of its trailing length; the dashed line is the whole-record fixed + reference's RMS, which the moving reference never reaches.} + \label{fig:reference-schemes} +\end{figure} + +**Scale of effect:** which *period* a fixed reference is drawn from can cost as +much as switching to a moving reference altogether ($\sim\!0.15$--$0.16\,\%$ RMS +either way); a reference from the quietest available period, of any length, +recovers the trend to $\sim\!0.03\,\%$. + +## Substacking {#sec:param_substack} The **stacking length** trades noise against temporal resolution, rounding off -and delaying a coseismic step (Fig.~\ref{fig:params}d). On the earthquake -synthetic, a 1-day stack (noisy) gives RMS $\sim\!0.044\,\%$, a 10-day stack -$\sim\!0.018\,\%$ (the best of the three), and an over-long 45-day stack -$\sim\!0.031\,\%$ --- worse than the 10-day stack despite averaging down more -noise, because it smears the step itself. +and delaying a coseismic step (Fig.~\ref{fig:params}d). In practice the +decision is rarely "how many days" in the abstract; it is "how long until the +coda is coherent enough to trust" --- stacking only as long as needed to clear +a working correlation-coefficient (CC) threshold, then stopping. codameter's +own quality-control gate uses CC~$>0.6$ (Section~\ref{sec:results}), and how +quickly a station clears that bar depends entirely on its data quality. + +On the earthquake synthetic, a workable deployment (SNR 4, the same setting +used throughout this section) clears CC~$>0.6$ already at a 1-day stack +(median CC 0.86); a poor, coherence-limited deployment (SNR 0.5) needs 14 days +of substacking to clear the same bar (Fig.~\ref{fig:stack-coherence}a). The +two regimes behave differently past that point, too. For the workable +deployment, RMS is U-shaped: it falls from $\sim\!0.044\,\%$ at 1 day to a +minimum $\sim\!0.020\,\%$ around 7--10 days, then rises again to +$\sim\!0.038\,\%$ by 60 days as the stack smears the step +(Fig.~\ref{fig:stack-coherence}b) --- the classic noise-versus-smearing +tradeoff, and the reason "longer is always better" is wrong even once the +coherence gate is satisfied. For the poor deployment, RMS is still falling at +60 days ($\sim\!0.067\,\%$, down from $\sim\!0.71\,\%$ at 1 day): the noise +floor dominates over the whole tested range, and the smearing penalty never +gets the chance to show up. Both regimes underestimate the coseismic step's +amplitude at every stack length tested here (the bias stays negative +throughout for the poor deployment, and only crosses zero past 45 days for the +workable one), so a recovered step should be read as a lower bound on the true +drop, more so the longer the stack. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{demo_18_stack_coherence.png} + \caption{Substacking on the earthquake synthetic, at two deployment + qualities. (a) Median stretching correlation coefficient versus stack + length; the dashed line is codameter's own CC-gate threshold + (Section~\ref{sec:results}). (b) RMS error and the absolute bias in the + recovered coseismic-step amplitude, both against the known truth, log + scale.} + \label{fig:stack-coherence} +\end{figure} + +**Scale of effect:** for a workable deployment, the noise/smearing tradeoff +bottoms out around 7--10 days at RMS $\sim\!0.02\,\%$; for a poor deployment, +substack at least $\sim\!2$ weeks just to clear the coherence gate, and expect +RMS an order of magnitude worse even after clearing it. \begin{figure} \centering @@ -485,19 +675,7 @@ Appendix~\ref{app:survey} (Table~\ref{tab:survey}): the frequency band, coda window, estimator, and uncertainty treatment actually reported by 103 ambient-noise \dvv\ studies. -The **reference** choice also has a construction axis beyond fixed-versus-moving: -how much of the record a "fixed" reference actually stacks. On the volcano -synthetic, a reference built from the whole pre-eruptive record gives RMS -$\sim\!0.03\,\%$, one built from only the earliest 15\,\% of that record (an -"early stack," noisier for having fewer days) gives $\sim\!0.04\,\%$ -($\sim\!1.5\times$ worse), a 60-day moving stack gives $\sim\!0.16\,\%$ -(erasing the trend, as above), and the Brenguier-style joint inversion -[@Brenguier2014] gives $\sim\!0.04\,\%$ while additionally preserving the trend ---- so among the reference-construction choices, whole-period and joint -inversion are comparably good, early-stacking is a modest ($\sim\!1.5\times$) -noise penalty, and only the moving reference actively destroys signal. - -## Coda window and its covariation with frequency band {#sec:window} +## Coda window {#sec:param_window} The coda window is not independent of the frequency band --- it deserves its own treatment because the two covary strongly, and getting this wrong is one of the @@ -506,9 +684,9 @@ and scattering attenuation both grow with frequency, high-frequency coda energy falls into the noise floor much sooner than low-frequency coda: a coda window that is well past the direct arrival for a $\sim\!0.3$--$0.8\,$Hz band is, at $\sim\!3$--$6\,$Hz, sampling almost pure noise (Fig.~\ref{fig:params}b). On our -synthetic, a fixed 20--40\,s window at the high band gives RMS error -$\sim\!3.8\,\%$ (the noise floor, not the signal), while a window hand-adapted -to the band (3--12\,s) recovers the truth at $\sim\!0.01\,\%$ --- nearly a +synthetic, a fixed 20--40$\,$s window at the high band gives RMS error +$\sim\!3.9\,\%$ (the noise floor, not the signal), while a window hand-adapted +to the band (3--12$\,$s) recovers the truth at $\sim\!0.01\,\%$ --- nearly a 400$\times$ difference from this one choice alone. This is itself an instance of a literature-documented tension: band-matched windowing is recommended, but Table~\ref{tab:survey} shows many surveyed studies instead reuse one fixed @@ -518,9 +696,9 @@ Hand-adapting the window per band, as above, requires knowing the band in advance and re-tuning per deployment. A more principled alternative --- used in our group --- is to track the coda envelope directly and stop the window where it *flattens* onto the noise floor, rather than pre-specifying a window from a -rule of thumb. We implement this as `coda_window_from_envelope()`: band-pass a -long-term reference stack, smooth its envelope, estimate the noise floor from a -common late-lapse window, and take the window end as the first lapse time past +rule of thumb. We implement this by band-passing a +long-term reference stack, smoothing its envelope, estimating the noise floor from a +common late-lapse window, and taking the window end as the first lapse time past a short onset where the envelope stays within a factor of that floor for a sustained interval (not a single noisy dip). Applied blind (without being told which band it is) to three bands spanning low, mid, and high frequency @@ -530,11 +708,11 @@ correctly shrinking at the high band, though the low-versus-mid ordering is not perfectly monotonic on this synthetic (an artifact of how the fixed additive noise floor interacts with each band's filter, not a claim that the detector is exact). Recovering \dvv\ with each band's own detected window instead of one -universal fixed (10--30\,s) window (Fig.~\ref{fig:window-envelope}b) gives RMS -$\sim\!0.032\,\%$ vs.\ $\sim\!0.036\,\%$ at the low band (a modest, -$\sim\!1.1\times$ gain), $\sim\!0.017\,\%$ vs.\ $\sim\!0.035\,\%$ at the mid -band ($\sim\!2\times$), and $\sim\!0.019\,\%$ vs.\ $\sim\!1.8\,\%$ at the high -band ($\sim\!93\times$) --- the fixed window is adequate at low frequency and +universal fixed (10--30$\,$s) window (Fig.~\ref{fig:window-envelope}b) gives RMS +$\sim\!0.030\,\%$ vs.\ $\sim\!0.036\,\%$ at the low band (a modest, +$\sim\!1.2\times$ gain), $\sim\!0.017\,\%$ vs.\ $\sim\!0.035\,\%$ at the mid +band ($\sim\!2\times$), and $\sim\!0.020\,\%$ vs.\ $\sim\!2.0\,\%$ at the high +band ($\sim\!100\times$) --- the fixed window is adequate at low frequency and catastrophic at high frequency, while the envelope-derived window is close to the best achievable at every band without ever being told what band it is measuring. @@ -551,29 +729,6 @@ measuring. \label{fig:window-envelope} \end{figure} -## Choices that create spurious \texorpdfstring{\dvv}{dv/v} {#sec:artifacts} - -Some choices may create spurious signal. A station -clock error delays the whole correlation by a lapse-independent shift, producing -an apparent \dvv\ that appears with opposite sign on the causal and acausal -branches; measuring the two branches separately is the diagnostic -(Fig.~\ref{fig:artifacts}a). Seasonally varying noise sources warp the low-SNR -late coda, so a late measurement window reports a coherent spurious *seasonal* -\dvv\ many times the real signal while an earlier window stays clean -[the waveform-level version of @Zhan2013] (Fig.~\ref{fig:artifacts}b). - -Biases from spurious arrivals could be quantified but mostly we should -decontaminate our workflow from these artefacts or not interpret the results. - -\begin{figure} - \centering - \includegraphics[width=\textwidth]{demo_8_artifacts.png} - \caption{Deviations that create spurious \dvv. (a) A clock drift splits the causal - and acausal branches with opposite sign. (b) Seasonal late-coda noise injects a - spurious seasonal \dvv\ into a late window but not an early one.} - \label{fig:artifacts} -\end{figure} - ## Causal and acausal branches {#sec:branches} In a symmetric cross-correlation, both sides of the coda (positive or negative lags) @@ -582,7 +737,7 @@ recorded at the two stations, the correlated wavefield in the coda may differ [@ While the interpretation of such coda in terms of Earth's structure effect is difficult [@Snieder2002], the stability of the wavefield excited in the coda is the main requirement for stable \dvv\ measurements [@Hadziioannou2009]. Given the challenge in interpreting both sides independently, -researchers typically would measure \dvv\ on each lag and then report its average [@Kidiwela2026]. +researchers typically measure \dvv\ on each lag and then report its average [@Kidiwela2026]. The causal (positive-lag) and acausal (negative-lag) branches sample opposite-direction paths with different source-side illumination, and in a 3D medium their sensitivity kernels sample partly different volumes, so the two can report @@ -591,11 +746,11 @@ choice (Fig.~\ref{fig:branches}). When a change is *localized* to the volume one branch samples, symmetrizing or averaging the branches --- the common default --- dilutes it toward zero, while the branch that carries the change recovers it (Fig.~\ref{fig:branches}a); here preferring the branch of greatest change is -an researchers' judgement. +a researcher's judgement. When instead both branches share the *same* change, their difference is measurement noise, and selecting the branch of greatest change over-reports it --- a max-of-two-estimators selection bias that grows as -SNR falls (Fig.~\ref{fig:branches}b). When both side exhibit the same change +SNR falls (Fig.~\ref{fig:branches}b). When both sides exhibit the same change (sign, coherence) but with different magnitude, it is reasonable to use the \dvv\ of greatest change given the already low sensitivity in coda waves [@Obermann2013]. An acceptable workflow is to measure both branches, evaluate on that consistency, @@ -616,17 +771,42 @@ rather than discarding it by averaging. \label{fig:branches} \end{figure} + +## Choices that create spurious \texorpdfstring{\dvv}{dv/v} {#sec:artifacts} + +Some choices may create spurious signal. A station +clock error delays the whole correlation by a lapse-independent shift, producing +an apparent \dvv\ that appears with opposite sign on the causal and acausal +branches; measuring the two branches separately is the diagnostic +(Fig.~\ref{fig:artifacts}a). Seasonally varying noise sources warp the low-SNR +late coda, so a late measurement window reports a coherent spurious *seasonal* +\dvv\ many times the real signal while an earlier window stays clean +[the waveform-level version of @Zhan2013] (Fig.~\ref{fig:artifacts}b). + +Biases from spurious arrivals could be quantified but mostly we should +decontaminate our workflow from these artefacts or not interpret the results. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{demo_8_artifacts.png} + \caption{Deviations that create spurious \dvv. (a) A clock drift splits the causal + and acausal branches with opposite sign. (b) Seasonal late-coda noise injects a + spurious seasonal \dvv\ into a late window but not an early one.} + \label{fig:artifacts} +\end{figure} + + Taken together, the choices compound. We make this concrete in Section~\ref{sec:multiverse} by running the full *multiverse* of best-practice and deviation choices on one synthetic dataset and ranking each by the bias and the error-bar change it induces. -# The multiverse of processing choices {#sec:multiverse} +# The combined impact of processing choices {#sec:multiverse} The scenario is a single representative station pair monitoring a shallow volcanic edifice, in the style of the permanent broadband deployments used at effusive/dome volcanoes such as Piton de la Fournaise [@Brenguier2008]: a coda band matched to -shallow depths (0.4--1.0\,Hz), a coda window past the direct arrival (10--30\,s), +shallow depths (0.4--1.0$\,$Hz), a coda window past the direct arrival (10--30$\,$s), and daily correlations sampled every 3 days over 2.5 years at a per-day correlation-coefficient SNR of 7, typical of a continuously operating station. The synthetic ground truth combines an annual seasonal \dvv\ cycle (as from @@ -636,19 +816,21 @@ scenario isolates the measurement-step choices from the network-aggregation choi already covered in Sections~\ref{sec:aggregation}--\ref{sec:uncertainty}. The previous sections only identified single choices, but the overall research workflow -involves them all. We now estimate the combined effects of these parametic choices. +involves them all. We now estimate the combined effects of these parametric choices. Starting from a single **best-practice baseline** (trace stretching, a band matched to the target depth, a coda window well past the direct arrival, a 10-day stack, a long stable reference, coherence gating; the cross-cutting rules of @Brenguier2014 [@Weaver2011; @Clarke2011] as distilled in our survey), we change one parameter at a time to a deviation from best practice documented in the literature and measure the resulting error against the known truth (Fig.~\ref{fig:deviations}). The ranking is unambiguous: relative -to a best-practice RMS error of $\sim\!0.02\,\%$, an unwrapped phase estimator that -cycle-skips is catastrophic, a moving reference and a wrapped-phase MWCS each inflate the -error roughly an order of magnitude, an over-long stack and a late low-SNR window -distort the co-eruptive drop, while the frequency band (which mostly sets -precision here) and the gating are second-order. The joint inversion is -nearly as good as the fixed reference and preserves the trend. +to a best-practice RMS error of $\sim\!0.03\,\%$, the two-dimensionally-unwrapped +WCS estimator is catastrophic here ($\sim\!50\times$ worse), a wrapped-phase MWCS +inflates the error by roughly an order of magnitude ($\sim\!12\times$), and DTW by +$\sim\!6\times$; among the non-estimator choices a moving reference is worst +($\sim\!5\times$, and most distorts the recovered drop), while stack length, coda +window, and frequency band deviations are each more modest +($1.5$--$2.5\times$). The joint-inversion reference stays closest to the +fixed-reference baseline among the reference-scheme deviations. \begin{figure} \centering @@ -672,10 +854,12 @@ widest exactly at the sharp co-eruptive drop; the RMS error against the known truth spans over two orders of magnitude across pipelines ($\sim\!0.02$--$2.8\,\%$). Attributing the variance of the outcome to each axis with a first-order (main-effect) sensitivity index -(Fig.~\ref{fig:multiverse}b) shows that, for this dataset, the **coda window and -the stack length** control the RMS error most, the **stack length** dominates the -recovered drop amplitude, and the estimator is third; the first-order indices sum -to well under one, so a large part of the spread is *interaction* between choices +(Fig.~\ref{fig:multiverse}b) shows that, for this dataset, the **coda window** +controls the RMS error most, with the estimator second and the stack length +third; for the recovered drop amplitude the order changes to **stack length** +first, window second, and estimator third. The first-order indices sum to +well under one in both cases ($\sim\!0.66$ for RMS, $\sim\!0.63$ for the +drop), so a large part of the spread is *interaction* between choices compounding. The appropriate object is therefore not a single curve but a distribution of \dvv\ over the processing choices. @@ -687,8 +871,9 @@ but a distribution of \dvv\ over the processing choices. each coloured by its RMS error against the truth on a colourblind-safe scale (bright accurate, dark biased; the worst run off the clipped axis); the grey band is the 10--90\% inter-pipeline spread, widest at the velocity drop. (b) First-order variance attribution: which - choice controls the RMS error and the recovered drop. Window and stack length - dominate; the sub-unity sum signals strong interactions.} + choice controls the RMS error and the recovered drop. Window, estimator, and + stack length dominate, in that order for RMS and reordered for the drop; + the sub-unity sum signals strong interactions.} \label{fig:multiverse} \end{figure} @@ -696,8 +881,8 @@ Table~\ref{tab:bp-measure} summarizes this into the measurement-step best practi and the documented deviation for each choice, with the consequence the synthetic makes concrete. The baseline and deviation sets are the ones our survey extracts from the literature (the cross-cutting rules of @Snieder2002 [@Clarke2011; -@Weaver2011; @Brenguier2014; @Wang2017; @Obermann2019]). are implemented in -`codameter.deviations`. +@Weaver2011; @Brenguier2014; @Wang2017; @Obermann2019]) and are implemented in +codameter. ```{=latex} \begin{table} @@ -770,8 +955,8 @@ with a second-difference random-walk smoothness prior on the latent true series $\mu(t)$. Here $\beta_k$ is configuration $k$'s methodological bias (the systematic offset between, say, MWCS and stretching), $\tau$ its scale across the ensemble, and $s$ rescales the Weaver floor so the data report whether it is -calibrated. A conjugate Gibbs sampler returns the joint posterior; the -implementation is `codameter.uq_bayes` (pure NumPy, no external sampler). +calibrated. A conjugate Gibbs sampler, implemented in codameter with no +external sampler dependency, returns the joint posterior. The model yields two distinct objects, and conflating them is the error the field makes (Fig.~\ref{fig:bayes}). The posterior of $\mu$ is the precision of @@ -808,31 +993,8 @@ not the posterior of the averaged series, is what must be propagated. \label{fig:bayes} \end{figure} -# Toward deployment: a real-data retrospective pipeline {#sec:deployment} - -Every result so far is on a truth-known synthetic, by design (Section~\ref{sec:methods}): -it is the only way to separate a processing artefact from a real signal. The -next step is to test whether the same measurement machinery holds up against -real data at deployment scale, not just against a synthetic that was built to -resemble it. We are building a companion pipeline, `noisepy-dvv-cloud`, that -correlates real continuous waveforms for station CI.LJR (Lake Hughes, -California) --- the reference station of @Clements2023 --- pulled from the -public Southern California Earthquake Data Center S3 archive, using the -NoisePy package [@Jiang2020] for the correlation step. Correlation and dv/v -estimation each run as an AWS Batch job on Fargate Spot compute, following the -same deployment pattern as QuakeScope; dv/v estimation itself is handed to -`codameter.deviations.run_pipeline` and `codameter.uq_measurement`, with -baseline processing configurations drawn from `codameter.use_cases.recommend` ---- the same functions this paper's synthetic results are built on, not a -separate reimplementation. The retrospective run is validated against the -already-published @Clements2023 CI.LJR result before any new claim is drawn -from it. - - -# Depth: propagating the measurement covariance through sensitivity kernels {#sec:depth} +# Propagating \dvv\ errors at depth $\Delta\beta/beta(z)${#sec:depth} The remaining sections present a framework rather than new synthetics: they set out how the covariance of Section~\ref{sec:bayes} propagates down the inference @@ -843,7 +1005,7 @@ yet report. The executable stages are in development in the open codameter packa The field has converged on one physical rule for depth --- *depth is set by the frequency band and the coda lapse time, it is not assumed* [@Obermann2013; @Obermann2016] --- and, increasingly, on multi-band measurement as the means to -resolve it [@Takano2017; @Feng2020; @Mao2022, @Mao2025]. The step from a set of per-band +resolve it [@Takano2017; @Feng2020; @Mao2022; @Mao2025]. The step from a set of per-band \dvv\ series to a depth profile is where reporting is least consistent: many studies read a single band as a single depth, only a few invert several bands against surface-wave sensitivity kernels, and the propagation of the measurement @@ -865,9 +1027,9 @@ Section~\ref{sec:bayes}. Stacking bands gives a linear system $\mathbf{d}=\mathbf{G}\,\mathbf{m}+\boldsymbol\varepsilon$ with $\mathbf{G}_{bz}=K_b(z)$ and data covariance $C_d$; the Bayesian solution under a smoothness prior returns a depth profile $\delta V_S/V_S(z)$ together with its -posterior covariance $C_m(z)$ (implemented in `codameter.uq_depth`). The bands +posterior covariance $C_m(z)$, implemented in codameter. The bands must sit where the kernels resolve: too low and the kernel leaks into the -half-space, too high and the coda is incoherent (Section~\ref{sec:params}). The +half-space, too high and the coda is incoherent (Section~\ref{sec:params_freq}). The width of $C_m(z)$ --- not the profile alone --- is the deliverable, and it inherits the temporal correlation and common-mode structure of $C_d$. @@ -915,31 +1077,96 @@ unstated model & Hidden systematic in the kernels and the moduli \\ \end{tabularx} \end{table} -# Stress: a downstream step, not attempted here {#sec:stress} - -The quantity of interest is rarely the velocity change itself but the stress, -strain, or pore-pressure change that produces it and --- increasingly --- the -forcing responsible for it. Here the literature remains fragmented. Volcano and -fault studies often interpret the velocity change qualitatively (a pre-eruptive -pressurization, coseismic damage); hydrological studies fit an explicit -poroelastic or thermoelastic model and separate the two by their seasonal phase -lag [@Tsai2011; @Wang2017; @Clements2018]. What is largely absent across this -literature is the *uncertainty* on that final quantity and a reasonable -apportionment of it among the competing forcings. - -Converting a depth-resolved velocity-change posterior to stress or strain is a -further step this paper does not attempt: it requires material priors --- an -acoustoelastic, poroelastic, or thermoelastic coefficient, its depth dependence, -and the fracture fabric or drainage regime that selects which stress or strain -component the velocity change actually tracks --- that are outside this paper's -scope. Because those coefficients are themselves poorly constrained, any such -conversion is dominated by *epistemic* prior uncertainty rather than by the -measurement, so a stress value reported without accounting for that is the least -constrained quantity in the chain, and the one most often reported as a result. -We stop deliberately at the depth-resolved posterior of Section~\ref{sec:depth} -and its covariance: that object, not a stress or strain estimate, is what this -paper delivers, and what any downstream stress or strain conversion must -consume. +# Toward a scalable deployment {#sec:deployment} + +Every result so far is on a truth-known synthetic, by design (Section~\ref{sec:methods}): +it is the only way to separate a processing artefact from a real signal. The +next step is to test whether the same measurement machinery holds up against +real data at deployment scale, not just against a synthetic that was built to +resemble it. We are building a companion cloud pipeline that +correlates real continuous waveforms for station CI.LJR (Lake Hughes, +California) --- the reference station of @Clements2023 --- pulled from the +public Southern California Earthquake Data Center S3 archive, using the +NoisePy package [@Jiang2020] for the correlation step. Correlation and dv/v +estimation each run as a cloud batch job on spot compute; dv/v estimation +itself is handed to the same codameter measurement and uncertainty functions +this paper's synthetic results are built on, with baseline processing +configurations drawn from the same recommendation logic --- not a separate +reimplementation. The retrospective run is validated against the +already-published @Clements2023 CI.LJR result before any new claim is drawn +from it. + +After the correction, single-station \dvv\ (NoisePy correlations, a +codameter 5-member ensemble, 2--4$\,$Hz, 2018--2019) validates against the +published @Clements2023 product. The comparison is not trivial to get right: +the CD2023 90-day-comp product is a *trailing* 90-day stack, so it lags a +centered-smoothed daily series by about 45 days, and comparing without +matching that smoothing caps the correlation near 0.7 even on a real annual +cycle (Fig.~\ref{fig:realdata-validation}). We match by applying the same +trailing 90-day mean to the daily series, compare demeaned --- the two +products reference different epochs, and a constant offset is bookkeeping, +not error --- and exclude the first 150 days of each station's series as +reference burn-in. Under this matched comparison, CI.LJR reaches $r=0.990$ +(681 overlapping days); CI.ARV reaches $r=0.66$--$0.92$ depending on the join +method, reflecting real 2018 data gaps; CI.RXH reaches $r=0.68$, the weakest +of the three, on a station whose recovered \dvv\ is nearly flat and whose +signal is low to begin with. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{realdata_1_validation.png} + \caption{Single-station \dvv\ at three CI stations, 2018--2019, against the + published \citet{Clements2023} product (dashed, reference-shifted). + Daily \dvv\ (points) with the ensemble spread (shaded, epistemic) and + measurement error bars, and a 45-day-smoothed curve. The annotated $r$ is + computed on this 45-day-smoothed comparison, not the smoothing-matched + comparison reported in the text; matching CD2023's own trailing 90-day + window instead of a centered 45-day one raises $r$ at every station (to + 0.990/0.66--0.92/0.68 for LJR/ARV/RXH), which is why the two numbers + differ.} + \label{fig:realdata-validation} +\end{figure} + +Why validation quality differs so much by station is visible in the +correlation function itself (Fig.~\ref{fig:realdata-interferograms}). CI.LJR +shows a stable, narrow coda near zero lag through the year. CI.RXH shows +multipath, several coherent arrivals spread across the full $\pm 8\,$s of +lag shown, and a visible shift in that pattern in April--May 2019, +consistent with a site change rather than a processing artefact. CI.ARV's +coherent energy is compact and concentrated near zero lag but comparatively +sparse, consistent with its higher scatter and join-method sensitivity. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{realdata_2_interferograms.png} + \caption{Daily north-south/east-west cross-component correlation + functions, 2--4$\,$Hz, $\pm 8\,$s lag, 2019. CI.LJR's coda is stable and + narrow. CI.RXH shows multipath (several coherent bands across the full lag + range) and a shift in that pattern in April--May 2019. CI.ARV's coherent + energy is compact and near zero lag but comparatively sparse. The visual + difference is the reason validation quality differs by station in + Fig.~\ref{fig:realdata-validation}.} + \label{fig:realdata-interferograms} +\end{figure} + +As an optional supplement, Fig.~\ref{fig:realdata-warmup} shows the +ensemble's warm-up behaviour on a separate 90-day smoke run at CI.LJR: \dvv$\,$is +undefined until enough history has accumulated for the moving-reference +member to compute a trailing reference, and each band's per-epoch stretching +correlation coefficient is reported alongside the recovered series. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{realdata_3_warmup.png} + \caption{CI.LJR single-station \dvv, a separate 90-day smoke run (January--April + 2023), four frequency bands. The ensemble spread (shaded) and measurement + error bars are reported once at least one member is defined; the annotated + member count grows as the moving-reference member's warm-up period + elapses, reaching all 5 members later in the window. Bottom panel: + per-band stretching correlation coefficient.} + \label{fig:realdata-warmup} +\end{figure} + # Discussion {#sec:discussion} @@ -1012,7 +1239,7 @@ a synthetic built under the same sign convention as the estimator reading it will always agree, whether the convention is physically correct or not. Testing codameter's estimators against a real cross-network deployment (Section~\ref{sec:deployment}), recovered \dvv\ anticorrelated with the -published Clements & Denolle (2022) product and with seasonal hydrology at +published @Clements2023 product and with seasonal hydrology at three stations ($r=-0.69,-0.45,-0.40$). Ground-truthing through the exact call path made the cause obvious: imposing a $+0.5\,\%$ velocity change returned $-0.50\,\%$. The synthetic generator and all seven estimators had @@ -1024,16 +1251,15 @@ published product it was compared against. The fix is the convention boxed in Section~\ref{sec:intro}, shipped as codameter v0.4.0. Internal consistency is not correctness: a pipeline that only checks itself will confirm whatever convention it started with, and only the comparison against an -independently-produced result caught this one. Full details and the -ground-truthing procedure are in codameter PR \#36 and its commit history on -branch `fix/dvv-sign-convention`. +independently-produced result caught this one. The fix and its +ground-truthing procedure are documented in the codameter release history. **Propagate the covariance, do not truncate it.** The measurement covariance is not the end of the analysis but its first input. Section~\ref{sec:depth} sets out the next step of the chain: invert the per-band $C_d$ through sensitivity kernels for a depth profile and its covariance, separating the shear-velocity and density contributions where the ground is partially saturated. Converting that -depth-resolved posterior to stress or strain (Section~\ref{sec:stress}) requires +depth-resolved posterior to stress or strain requires material priors this paper does not attempt to constrain, and is left to other work; what we deliver is the depth posterior and its covariance, the object any such conversion must consume. Building and testing the depth-propagation stage on @@ -1054,8 +1280,7 @@ pipeline as executable code. The same discipline extends down the inference chain: the measurement covariance is the input a depth inversion consumes, and only a pipeline that carries the covariance that far can attach an honest uncertainty to a depth-resolved velocity-change profile. Converting that profile -to stress or strain is a further step this paper does not attempt -(Section~\ref{sec:stress}). We offer codameter as one such record, and as the +to stress or strain is a further step this paper does not attempt. We offer codameter as one such record, and as the package in which the depth stage is being built. \appendix @@ -1064,21 +1289,25 @@ package in which the depth stage is being built. Let $r(t)$ and $c(t)$ be the reference and current cross-correlations, band-passed to $[f_1,f_2]$ (central frequency $f_c$, bandwidth $B$) and read over -the coda window $W=[t_1,t_2]$ on one or both branches. We use the convention -$\delta t/t = -\,\dvv$, and write $\varepsilon$ for the recovered \dvv. +the coda window $W=[t_1,t_2]$ on one or both branches. Each method below +estimates a trial stretch factor $\varepsilon$, the fractional dilation of +the current coda relative to the reference; physical \dvv\ follows via the +convention boxed in Section~\ref{sec:intro}, $\dvv=-\varepsilon/(1+\varepsilon)$. -**Trace stretching (TS).** For a trial stretch $s$, define -$r_s(t)=r\!\left(t/(1+s)\right)$ and the windowed correlation coefficient +**Trace stretching (TS).** For each trial stretch factor $\varepsilon$, the current correlation is interpolated as $c_\varepsilon(t)=\mathcal{I}[c]\big((1+\varepsilon)t\big)$ (interpolation on current only) while the reference $r(t)$ remains fixed. The windowed correlation coefficient is \begin{equation} -\mathrm{CC}(s) = \frac{\int_W c(t)\,r_s(t)\,\mathrm{d}t} -{\left(\int_W c^2\,\mathrm{d}t\int_W r_s^2\,\mathrm{d}t\right)^{1/2}}, -\qquad \varepsilon = \arg\max_s \mathrm{CC}(s). +\mathrm{CC}(\varepsilon) = \frac{\int_W r(t)\,c_\varepsilon(t)\,\mathrm{d}t} +{\left(\int_W r^2\,\mathrm{d}t\int_W c_\varepsilon^2\,\mathrm{d}t\right)^{1/2}}, +\qquad \varepsilon^\star = \arg\max_\varepsilon \mathrm{CC}(\varepsilon). \end{equation} +The best-fit stretch $\varepsilon^\star$ is then converted to physical $\dvv$ via $\dvv^\star = -\varepsilon^\star/(1+\varepsilon^\star)$ as boxed in the Introduction. The single-measurement error decreases with the coherence $\mathrm{CC}$, the bandwidth $B$, and the window length, approximately as $\sigma_{\varepsilon} \propto \sqrt{(1-\mathrm{CC}^2)/\mathrm{CC}^2}\, \big/\!\left[f_c\sqrt{B\,(t_2^3-t_1^3)}\right]$ [@Weaver2011]. +*Interpolation direction and convention.* The interpolation is applied to the current waveform and not the reference so that the high-SNR reference stack remains invariant throughout the epsilon search, which is particularly important when the reference is built as a long-term or moving average. In the continuous-signal, infinite-support limit the two conventions (interpolating current versus interpolating reference) are mathematically equivalent after their fitted parameters are converted to the same physical $\dvv$ through the exact relation $\dvv = -\varepsilon/(1+\varepsilon)$. In sampled, finite-window signals, that symmetry is broken: interpolation error, edge truncation, and the finite support of the data cause the two conventions to give slightly different numerical results even when both use the exact conversion. Therefore the interpolation direction must be reported explicitly and treated as a fixed processing choice. For diffuse codas in ambient-noise and volcanic monitoring, we have verified that the choice has a measurable but small effect: truth-known synthetics recover $\dvv$ with sub-$10^{-4}$ bias when the signal-to-noise ratio is high and the changes are small, with the effect growing as a few percent at landslide-scale perturbations ($\dvv\sim4\,\%$). + **Windowed cross-correlation (WCC).** In sub-windows centred at lapse $t_i$ the delay is $\delta t_i=\arg\max_{\tau}\int c(t)\,r(t-\tau)\,\mathrm{d}t$; a least-squares fit of $\delta t_i=-\varepsilon\,t_i$ gives $\varepsilon$. @@ -1112,16 +1341,19 @@ per-scale estimates are pooled with cross-wavelet-power weights. # Aggregation and uncertainty conventions {#app:aggregation} For component $k$ of a station pair, stretching yields the image -$\mathrm{CC}_k(\varepsilon,t)$. +$\mathrm{CC}_k(\varepsilon,t)$; each per-component stretch factor converts to +physical $\dvv_k$ via the boxed relation. -**Approach A (average the \dvv).** -$\varepsilon_k(t)=\arg\max_{\varepsilon} \mathrm{CC}_k(\varepsilon,t)$ and the pair -estimate is the (possibly weighted) mean $x_p(t)=\sum_k w_k\,\varepsilon_k/\sum_k -w_k$, with $w_k=\max_{\varepsilon} \mathrm{CC}_k$ (coherence-weighted) or $w_k=1$ -(unweighted). +**Approach A (average the per-component \dvv).** +$\dvv_k(t)$ follows from $\varepsilon_k(t)=\arg\max_{\varepsilon} +\mathrm{CC}_k(\varepsilon,t)$, and the pair estimate is the (possibly +weighted) mean $x_p(t)=\sum_k w_k\,\dvv_k/\sum_k w_k$, with $w_k=\max_{\varepsilon} +\mathrm{CC}_k$ (coherence-weighted) or $w_k=1$ (unweighted). -**Approach B (average the images).** -$x_p(t)=\arg\max_{\varepsilon}\big[\tfrac1{N_c}\sum_k \mathrm{CC}_k(\varepsilon,t)\big]$. +**Approach B (average the images).** The pair stretch factor +$\varepsilon_p(t)=\arg\max_{\varepsilon}\big[\tfrac1{N_c}\sum_k +\mathrm{CC}_k(\varepsilon,t)\big]$ converts to $x_p(t)=\dvv_p(t)$ via the same +relation. **Network over pairs.** With pair weights $W_p$ (e.g.\ mean coherence), \begin{equation} @@ -1138,8 +1370,8 @@ mean $\bar x$ but obey $\sigma_{\mathrm{SD}}/\sigma_{\mathrm{SE}}=\sqrt{N}$. # Survey of processing choices across the literature {#app:survey} Table~\ref{tab:survey} catalogues the processing choices of the 103 ambient-noise -\dvv\ monitoring studies we surveyed (full machine-readable version and -provenance in the codameter `literature/` directory). It is the empirical basis +\dvv\ monitoring studies we surveyed (the full machine-readable version and +provenance are distributed with the codameter package). It is the empirical basis for the paper's claim that no convention is shared: the estimator, the frequency band, the coda window, the reference scheme and --- most unevenly of all --- the uncertainty treatment vary study to study, and the last is frequently @@ -1160,13 +1392,10 @@ in the table is therefore a lower bound on what the literature actually states. # Data availability {.unnumbered} -The codameter package, including the synthetic-demonstration module, the -figure-generating scripts, and the literature survey that motivates this work, is -openly available at . All figures are -reproduced by `python literature/synthetic_dvv_demo.py`, the multiverse and -deviation ranking by `python -m codameter.deviations`, and the Bayesian -measurement model by `python -m codameter.uq_bayes`. The manuscript itself is -rendered from `paper/manuscript_marine.qmd` by `python paper/build.py`. +All synthetics, estimators, and figures in this paper are implemented in the +open-source Python package codameter (version 0.4.0, MIT license), openly +available at . A versioned archive +with a Zenodo DOI will be issued alongside publication. # Acknowledgements {.unnumbered} diff --git a/paper/manuscript_marine.tex b/paper/manuscript_marine.tex index 0626455..bef3358 100644 --- a/paper/manuscript_marine.tex +++ b/paper/manuscript_marine.tex @@ -246,35 +246,50 @@ \title{The reproducibility cost of ad-hoc processing choices in ambient-noise seismic velocity-change monitoring} \author{M. A. Denolle} -\date{2026-08-08} +\date{2026-08-14} \begin{document} \maketitle \begin{abstract} -Relative seismic velocity changes (\dvv) from the ambient seismic field -are a standard observable for volcanoes, faults, landslides, aquifers -and the cryosphere. Yet turning cross-correlation functions into a -\dvv~time series involves a long sequence of choices --- the estimator, -the frequency band, the coda window, the reference, the stacking, and -how cross-components and station pairs are aggregated and weighted --- -made \emph{ad hoc} and seldom reported in full. Using a controlled -synthetic in which the ground-truth \dvv~is known exactly, we quantify -how much each choice moves the recovered value \emph{and its stated -uncertainty}. Reproducing the seven NoisePy estimators, we show that at -large \dvv~methods split by family with distinct failure modes; that the -same station pair yields different \dvv~depending only on whether one -averages the per-component \dvv~or the correlation-coefficient images; -and, most consequentially, that the reported \(1\sigma\) on a -network-averaged \dvv~varies by \(\sim\!\sqrt{N}\) from the -standard-error-versus-standard-deviation and weighting conventions --- -so a change that is ``\(3\sigma\) significant'' in one study is ``not -significant'' in another, from identical data. Running the full -\emph{multiverse} of choices, we rank each by the bias and error-bar -change it induces, and propose a Bayesian measurement model that -marginalises the ensemble into a single time-dependent data covariance -\(C_d\) --- the object a downstream depth or stress inversion needs. We -argue that these undocumented choices, not the physics, are the leading -obstacle to intercomparing \dvv~studies, and release an open framework -(codameter) that makes every choice explicit and reproducible. +Relative seismic velocity changes (\dvv) from repeated coda waves are +becoming a standard observable for volcanoes, faults, landslides, +aquifers and the cryosphere and are increasingly regarded as new +measurements of strain changes. Yet turning cross-correlation functions +into a \dvv~time series involves a long sequence of choices --- the +estimator, the frequency band, the coda window, the reference, the +stacking, and how cross-components and station pairs are aggregated and +weighted --- made \emph{ad hoc}, their impact on the measurement +uncertainty unclear. These hidden choices clearly limit reproducibility +of the research and importantly the inter-study comparison. + +We demonstrate here how to turn repeated wavefield measurement into +agent-ready, scalable-ready, uncertainty-aware measurement of changes in +seismic properties. We quantify the individual and combined effects of +these choices using a controlled synthetic in which the ground-truth +\dvv~is known exactly. We show that at large \dvv~methods split by +family with distinct failure modes; that the same station pair yields +different \dvv~depending only on whether one averages the per-component +\dvv~or the correlation-coefficient images; and, most consequentially, +that the reported \(1\sigma\) on a network-averaged \dvv~varies by +\(\sim\!\sqrt{N}\) from the standard-error-versus-standard-deviation and +weighting conventions --- so a change that is ``\(3\sigma\) +significant'' in one study is ``not significant'' in another, from +identical data. + +Running the full breadth of parameter choices, we estimate each by the +bias and error-bar change it induces. We propose a Bayesian measurement +model that marginalises the ensemble into a single time-dependent data +covariance \(C_d\) and illustrate its use by propagating errors in a +depth-inversion of shear wave perturbation. We provide a real data +examples from a California data set and reproduce previous results that +were generated with a different computing language and processing +pipeline, demonstrating at the same time the integration of codameter +with noisepy and its portability and scalability from laptop to cloud +systems. We also generate a codameter agent advisor that can guide +researchers or agents in their parameter choices, accompanied with a +robust evaluation of the agent against a golden data set. Our method and +associated software package, \texttt{codameter} turns repeated coda +waves into time series of \dvv~and its covariance making it coda-wave +interferometry uncertainty-aware and reproducible. \end{abstract} @@ -284,89 +299,105 @@ \section{Introduction}\label{sec:intro} -Changes in subsurface properties occur due geodynamics, which drive +Changes in subsurface properties occur due to geodynamics, which drive earthquake damage and volcanic eruption, and hydrodynamics, which -controls fluid exchange between the atomsphere and the solid Earth. -These processes influence the mechanical property of Earth materials, -which directly affect the speed at which seismic waves propagates. +controls fluid exchange between the atmosphere and the solid Earth. +These processes influence the mechanical properties of Earth materials, +which directly affect the speed at which seismic waves propagate. Changes in seismic velocity, often measured and referred to as \dvv, can be tracked by measuring changes in arrival times of seismic waves, -especially scatterd waves such as coda waves, provided that the source +especially scattered waves such as coda waves, provided that the source and receivers are at the same location. +\begin{center} +\fbox{\begin{minipage}{0.95\linewidth} +\textbf{Sign convention.} \dvv\ is the fractional seismic velocity change, +positive for a velocity \emph{increase}. The stretching family of estimators +measures the stretch factor $\varepsilon$ that maps the reference coda onto +the current coda; the exact relation is +\[ +\dvv = -\frac{\varepsilon}{1+\varepsilon}. +\] +The first-order shortcut $\dvv \approx -\varepsilon$ is accurate to order +$\varepsilon^2$ --- negligible below $1\,\%$ but a $0.17\,\%$ absolute bias at +a true $\dvv$ of $4\,\%$, the changes seen on landslides. +\end{minipage}} +\end{center} + Due to the sensitivity of coda waves to small perturbations in the material properties, \dvv~was discovered as an effective method to -monitor chanes during volcanic unrest since its discovery at Piton de la -Fournaise \citep{Brenguier2008} and is now calculated in continuous +monitor changes during volcanic unrest since its discovery at Piton de +la Fournaise \citep{Brenguier2008} and is now calculated in continuous along side of more conventional seismic monitoring methods in the same volcano observatory \citep{Duputel2009} and was a determining early -warning parameter used by the Icelandic Meteorological Office used -\dvv~in its response to the 2020 Reykjanes unrest (Cubuk-Sabuncu et al., -2021). The Institute of Mine Seismology also uses \dvv~to monitor the -internal state of tens of tailings dams and mines to flag instability -before failure (Olivier et al., 2017; Ouellet et al., 2022). A broader -set of operations is emerging around the same signal: groundwater -storage for water management (Clements and Denolle, 2018; Mao et al., -2022), landslide early warning (Le Breton et al., 2021), levee and -embankment integrity (Planès et al., 2016), and geothermal and CO\(_2\) -reservoir surveillance (Nakata et al., 2021). Each of these deployments -rests on the same fragile assumption: that the \dvv~curve an operator -acts on is a property of the subsurface, not of the analyst's processing -choices. - -The elevated sensitivity comes at the price a long series of processing -choices and at almost every step the analyst makes a choice. Among these -are choices of estimators between windowed phase measurements or -strething \citep[\citet{Mao2020}, \citet{Yuan2021}]{Mikesell2015}, -frequency band and coda window (which together set the sampled depth; -\citeauthor{Obermann2013} +warning parameter: the Icelandic Meteorological Office used \dvv~in its +response to the 2020 Reykjanes unrest \citep{CubukSabuncu2021}. The +Institute of Mine Seismology also uses \dvv~to monitor the internal +state of tens of tailings dams and mines to flag instability before +failure \citep{Olivier2017, Ouellet2022}. A broader set of operations is +emerging around the same signal: groundwater storage for water +management \citep{Clements2018, Mao2022}, landslide early warning +\citep{LeBreton2021}, levee and embankment integrity \citep{Planes2016}, +and geothermal and CO\(_2\) reservoir surveillance \citep{Tsuji2021}. +Each of these deployments rests on the same fragile assumption: that the +\dvv~curve an operator acts on is a property of the subsurface, not of +the analyst's processing choices. + +The elevated sensitivity comes at the price of a long series of +processing choices, and at almost every step the analyst makes a choice. +Among these are choices of estimators between windowed phase +measurements or stretching \citep[\citet{Mao2020}, +\citet{Yuan2021}]{Mikesell2015}, frequency band and coda window (which +together set the sampled depth; \citeauthor{Obermann2013} \citetext{\citeyear{Obermann2013}; \citealp{Obermann2016}}), reference window \citep[\citet{Ermert2023}, \citet{Okubo2024}]{Brenguier2014}, how much to substack to increase coherence among windows (Hadzianou Celine), and how to aggregate and weight the many cross-component and station-pair measurements that make up a single reported \dvv~time -series (e.g., \citet{Hobiger2012}). These choices are typically made by -habit, justified briefly if at all , and rarely reported in enough -detail to reproduce. The community has long flagged \emph{individual} -pitfalls (spurious changes from non-stationary noise, \citet{Zhan2013}; +series (e.g., \citet{Hobiger2012}). These choices are made by habit, +justified briefly if at all, and rarely reported in enough detail to +reproduce. The community has long flagged \emph{individual} pitfalls +(spurious changes from non-stationary noise, \citet{Zhan2013}; measurement-error formulae, \citeauthor{Clarke2011} \citetext{\citeyear{Clarke2011}; \citealp{Weaver2011}}), but the \emph{cumulative} effect of the full choice set on both the value and -its stated uncertainty has not been quantified comprehensively in the -literature. +its stated uncertainty has not been quantified in the literature. This is a reproducibility problem of exactly the ``garden of forking paths'' type identified in the statistical sciences \citep{Gelman2013, Steegen2016}: many individually reasonable analyses -of the same data give different answers, and without full reporting -parameter choices we cannot fully interpret \dvv~as robust values. . +of the same data give different answers, and without full reporting of +parameter choices we cannot interpret a reported \dvv~as a robust value. Here we make the problem concrete for \dvv~monitoring. We use purely synthetic correlation time series to test the methods (estimators) and -parameter choices that the community makes to estimate \dvv, which we -report over 103 studies Appendix\textasciitilde{}\ref{app:survey}. We do -not aim to report the ``best'' pipeline, which is most often the one -reported in scientific papers, but instead document the various -parameter impacts (Section\textasciitilde{}\ref{sec:results}). We then -propose a new measurement error that incoporates these effects into a -data covariance matrix \(C_d\) -(Section\textasciitilde{}\ref{sec:bayes}). - -One example of propagating such error in downstream scientific insights -is the migration of the surface \dvv~measurement to depth profiles of +parameter choices that the community makes to estimate \dvv\(\,\)which +we report over 103 studies in Appendix\textasciitilde{}\ref{app:survey}. +We do not aim to report the ``best'' pipeline, which is most often the +one reported in scientific papers, but instead document the parameter +impacts (Section\textasciitilde{}\ref{sec:results}). We then propose a +new measurement error that incorporates these effects into a data +covariance matrix \(C_d\) (Section\textasciitilde{}\ref{sec:bayes}). + +One example of propagating such error into downstream science is the +migration of the surface \dvv~measurement to depth profiles of perturbations in shear wave velocity \(\Delta V_S(z)/V_S(z)\), which often depends on the wavefield constituting the coda waves, such as surface waves or body waves, and that depend on the source-receiver pair geometry. We illustrate the propagation of errors to a depth profile -(Section\textasciitilde{}\ref{sec:depth}). We only utilize synthetic -examples for ground truthing on the signal processing parameters, since -the concepts behind the observations of phase lags in scattered waves is -well established \citep{Obermann2013}. We package this new methodology -in a Python software, \texttt{codameter}, which we also recast as an -agentic skill: an AI agent can be asked to recommend a processing -configuration or recover a \dvv(t) series, and its answer is scored -against seeded synthetic golden cases with known ground truth, including -a hidden-truth variant that withholds the answer from the public package -so it cannot be reconstructed rather than measured. +(Section\textasciitilde{}\ref{sec:depth}). We use synthetic examples for +ground truthing on the signal processing parameters, since the concepts +behind the observations of phase lags in scattered waves is well +established \citep{Obermann2013}. + +We further validate using real obervations that the estimates of +\dvv~and their uncertainty reproduces well those of observed time series +by reproducing previous studies. We package this new methodology in a +Python software, \texttt{codameter}, which we also recast as an agentic +skill: an AI agent can be asked to recommend a processing configuration +or recover a \dvv(t) series, and its answer is scored against seeded +synthetic golden cases with known ground truth, including a hidden-truth +variant that withholds the answer from the public package so it cannot +be reconstructed rather than measured. \section{Synthetic framework}\label{sec:methods} @@ -409,7 +440,7 @@ \section{Synthetic framework}\label{sec:methods} A homogeneous velocity change is imposed exactly by stretching the lapse-time axis, -\(u_{\rm cur}(t) = u_{\rm ref}\!\left(t/(1+\dvv)\right)\), and a +\(u_{\rm cur}(t) = u_{\rm ref}\!\left(t\,(1+\dvv)\right)\), and a repeated time series is produced by generating this stretched coda with a prescribed ground-truth \(\dvv(t)\) and additive band-limited noise at a controlled signal-to-noise ratio. The concept has been demonstrated @@ -419,16 +450,15 @@ \section{Synthetic framework}\label{sec:methods} every departure of a recovered series from it is an artefact of the processing, not of the data. -We utilize seven \dvv~estimators that were implemented in -\texttt{noisepy} in the \texttt{monitoring\_methods} module -\citep{Jiang2020}: trace stretching (TS, \citet{lobkis01}), windowed +We use seven \dvv~estimators that were implemented in \texttt{noisepy} +\citep{Jiang2020}: trace stretching (TS, \citet{lobkis03}), windowed cross-correlation (WCC, \citet{poupinet84}), dynamic time warping (DTW, -\citet{Mikesell2015}), te moving-window cross-spectrum (MWCS; +\citet{Mikesell2015}), the moving-window cross-spectrum (MWCS; \citet{Clarke2011}), and three wavelet-domain methods, the wavelet cross-spectrum (WCS, \citet{Mao2020}) and the two wavelet stretching (WTS) and wavelet DTW (WTDTW) introduced and benchmarked numerically by -\citet{Yuan2021}. The framework, the figures below, and a implementation -are released in the open \texttt{codameter} package +\citet{Yuan2021}. The framework, the figures below, and an +implementation are released in the open \texttt{codameter} package (Section\textasciitilde{}\ref{sec:discussion}). Formal definitions of all seven methods, of the two aggregation pathways, and of the uncertainty conventions are described in @@ -505,14 +535,21 @@ \section{\texorpdfstring{parameter-dependent \dvv~and its parameter choice impacts the recovered \dvv~and its error. The deliverable of this section is a measurement covariance, which every subsequent step in the inference chain -(Sections\textasciitilde{}\ref{sec:depth}--\ref{sec:stress}) consumes. - -Each of the parametric components is implemented in a single -comprehensive package \texttt{codameter} that borrows from -\texttt{msnoise} \citep{Lecocq2014} and \texttt{noisepy} -\citep{Jiang2020} to extract the measurement of \dvv~from the ambient -noise monitoring workflow and generalize it to any coda wave from -repeated source-receiver paths. +(Sections\textasciitilde{}\ref{sec:depth}) consumes. + +Each subsection below is written to serve three readers at once: a +seismologist checking the mechanism against a realistic synthetic, a +geophysicist who wants the scale of the resulting error without +re-deriving it, and an automated agent or pipeline that needs a +concrete, quotable rule for setting the same parameter. The closing +\textbf{Scale of effect} sentence in each subsection is written for that +last use directly. + +Each of the parametric components is implemented in a single package, +\texttt{codameter}, that borrows from \texttt{msnoise} +\citep{Lecocq2014} and \texttt{noisepy} \citep{Jiang2020} to extract the +measurement of \dvv~from the ambient noise monitoring workflow and +generalize it to any coda wave from repeated source-receiver paths. Table\textasciitilde{}\ref{tab:results-synthesis} previews the RMS error against the known synthetic ground truth for the best- and worst-case @@ -533,33 +570,42 @@ \section{\texorpdfstring{parameter-dependent \dvv~and its \toprule \textbf{Axis} & \textbf{Best-case RMS} & \textbf{Worst-case RMS} & \textbf{Section} \\ \midrule -Estimator (family split) & $<\!0.01\,\%$ (TS/WTS, up to 5\,\% true \dvv) & -cycle-skip $>\!0.5\,\%$ past $\sim\!1.4\,\%$ true \dvv\ (MWCS) & +Estimator (family split) & $<\!0.01\,\%$ (TS, up to 5\,\% true \dvv) & +cycle-skip $>\!0.5\,\%$ past $\sim\!1.5\,\%$ true \dvv\ (MWCS) & Section~\ref{sec:methods-fig} \\ \hline Cross-component aggregation & $\sim\!0.03\,\%$ (Approach B, averaged images) & $\sim\!0.31\,\%$ (Approach A, unweighted) & Section~\ref{sec:aggregation} \\ \hline Network aggregation (per-pair spread) & $\sim\!0.005\,\%$ (network SE) & $\sim\!0.05\,\%$ (individual-pair range) & Section~\ref{sec:uncertainty} \\ \hline -Frequency band & $\sim\!0.003$--$0.03\,\%$ (matched to depth) & -$\sim\!0.10\,\%$ (mismatched) & Section~\ref{sec:params} \\ \hline +Frequency band & $\sim\!0.028$--$0.031\,\%$ (within $\pm0.3\,$Hz of the true +band) & $\sim\!0.10\,\%$ (center off by $>\!0.5\,$Hz) & +Section~\ref{sec:params_freq} \\ \hline Coda window & $\sim\!0.01\,\%$ (adapted to band) & -$\sim\!3.8\,\%$ (fixed, wrong band) & Section~\ref{sec:window} \\ \hline -Reference scheme & $\sim\!0.03$--$0.04\,\%$ (fixed stack / joint inversion) & -$\sim\!0.16\,\%$ (60-day moving) & Section~\ref{sec:params} \\ \hline -Stack length & $\sim\!0.018\,\%$ (10-day) & -$\sim\!0.044\,\%$ (1-day, noisy) & Section~\ref{sec:params} \\ +$\sim\!3.9\,\%$ (fixed, wrong band) & Section~\ref{sec:param_window} \\ \hline +Reference scheme & $\sim\!0.03\,\%$ (whole record, earliest period, or joint +inversion) & $\sim\!0.15$--$0.16\,\%$ (end-of-record fixed, or moving) & +Section~\ref{sec:param_ref} \\ \hline +Stack length & $\sim\!0.020\,\%$ (7--10-day, workable deployment) & +$\sim\!0.044\,\%$ (1-day, same deployment) & Section~\ref{sec:param_substack} \\ \bottomrule \end{tabularx} \end{table} \subsection{Estimator family}\label{sec:methods-fig} -On small, clean \dvv, all seven estimators agree, demonstrating -robustness of the methods (Fig.\textasciitilde{}\ref{fig:methods}a). -Sweeping the same clean recovery out to \(\pm 5\,\%\) -(Fig.\textasciitilde{}\ref{fig:methods}b) shows exactly where and how -each family first departs from the 1:1 line, and the estimator choice -becomes consequential at large, noisy +As of codameter v0.4.0, all seven estimators return physical \dvv~under +the sign convention above rather than the raw stretch factor +\(\varepsilon\); the synthetic generator imposes changes in the same +convention, so a positive imposed \dvv~recovers as positive. A dedicated +regression test holds every estimator to this convention in both signs, +end to end through the full measurement pipeline, so the convention +cannot silently drift back. + +On small, clean \dvv\(\,\)all seven estimators agree +(Fig.\textasciitilde{}\ref{fig:methods}a). Sweeping the same clean +recovery out to \(\pm 5\,\%\) (Fig.\textasciitilde{}\ref{fig:methods}b) +shows exactly where and how each family first departs from the 1:1 line, +and the estimator choice becomes consequential at large, noisy \dvv~(Fig.\textasciitilde{}\ref{fig:methods}c), where the effect of the methods is split according to their phase measurement approaches. The stretching family (TS, WTS) and WCC match the whole dilated coda and @@ -567,68 +613,80 @@ \subsection{Estimator family}\label{sec:methods-fig} wrapped phase and may cycle-skips, while the \emph{same} cross-wavelet phase (WCS), once unwrapped in 2-D, recovers the change. The warping methods (DTW, WTDTW) track but under-shoot the largest strains. No -estimator is simply ``right'' and choices in the estimators can alters -the \dvv~measurements for larger strain changes. +estimator is simply ``right''; the choice of estimator materially +changes the \dvv~measurement at larger strain. \begin{figure} \centering \includegraphics[width=\textwidth]{demo_1_methods.png} \caption{Estimator choice across the seven NoisePy methods. (a) Clean, small \dvv: all agree. (b) The same clean recovery swept over $\pm 5\,\%$ - true \dvv: MWCS cycle-skips almost immediately past $\pm 1$--$2\,\%$, DTW/WTDTW - break past $\pm 3$--$4\,\%$, WCS degrades smoothly, while TS/WTS/WCC track the - 1:1 line throughout. (c) Large, noisy \dvv\ (a pre-failure landslide signal): + true \dvv: MWCS cycle-skips past $\sim\!1.5\,\%$ on either branch; TS and WTS + track the 1:1 line throughout; WCC tracks just as tightly on the negative + branch but breaks sharply near the positive edge; DTW and WTDTW break + asymmetrically, WTDTW near $+1\,\%$ but only near $-3\,\%$ on the other + branch; WCS degrades smoothly, crossing $1\,\%$ error beyond $\pm 4\,\%$. + (c) Large, noisy \dvv\ (a pre-failure landslide signal): MWCS cycle-skips, 2-D-unwrapped WCS and the stretching family track, the warping methods under-shoot.} \label{fig:methods} \end{figure} -On a clean, noiseless sweep of true \dvv~from 0 to 5,\% +On a clean, noiseless sweep of true \dvv~from \(-5\) to \(5\,\%\) (Fig.\textasciitilde{}\ref{fig:methods}b), the phase-wrapped MWCS -estimator is the first to break: its error stays below \(0.1\,\%\) up to -a true \dvv~of \(\sim\!1.2\,\%\), then jumps discontinuously past -\(0.5\,\%\) error by \(\sim\!1.4\,\%\) true \dvv~--- the cycle-skip. The -stretching family (TS, WTS) stays below \(0.01\,\%\) error out to the -full 5,\% tested, and WCC stays below \(0.1\,\%\); the warping methods -(DTW, WTDTW) are accurate at small \dvv~but develop intermittent, large -(\(>\!1\,\%\)) errors from \(\sim\!3\,\%\) true \dvv~onward as the warp -path becomes ill-conditioned, while WCS degrades smoothly rather than -catastrophically, crossing \(1\,\%\) error only beyond \(\sim\!4\,\%\) -true \dvv. +estimator is the first to break on either branch: its error stays below +\(0.1\,\%\) out to \(\sim\!1.3\,\%\) true \dvv, then exceeds \(1\,\%\) +error by \(\sim\!1.5\,\%\) --- the cycle-skip, essentially symmetric in +sign. The stretching family (TS, WTS) stays below \(0.1\,\%\) error out +to the full \(5\,\%\) tested, on both branches. WCC is just as accurate +on the negative branch (error stays below \(0.1\,\%\) throughout) but +breaks sharply on the positive branch, crossing both \(0.1\,\%\) and +\(1\,\%\) error abruptly at the edge of the tested range +(\(\sim\!4.75\,\%\)) --- a sign asymmetry from the physical convention +itself (Section\textasciitilde{}\ref{sec:intro}), not a processing +artefact. The warping methods develop large (\(>\!1\,\%\)) errors +asymmetrically as the warp path becomes ill-conditioned: WTDTW crosses +\(1\,\%\) error already at \(\sim\!1\,\%\) true \dvv~on the positive +branch but only at \(\sim\!3\,\%\) on the negative branch, and DTW +crosses at \(\sim\!2.5\,\%\) versus \(\sim\!3\,\%\). WCS degrades +smoothly rather than catastrophically, crossing \(1\,\%\) error beyond +\(\pm4\,\%\) true \dvv~on either branch. \subsection{Aggregating cross-component results}\label{sec:aggregation} Each three-component seismic station (e.g., Z, N, E) carries 6 -cross-componet correlations (ZZ, NN, EE, ZE, ZN, NE), whether they are -calculated at the single station or a inter-station pair. Each carry a -signature of the changes in velocity, components may be dominated by -Love or Rayleigh waves \citep{Lin2008, Stehly2006}, but there scattering -and non-straight ray path induce cross-component leakage between modes +cross-component correlations (ZZ, NN, EE, ZE, ZN, NE), whether they are +calculated at a single station or an inter-station pair. Each carries a +signature of the changes in velocity; components may be dominated by +Love or Rayleigh waves \citep{Lin2008, Stehly2006}, but scattering and +non-straight ray paths induce cross-component leakage between modes \citep{Hennino2001, Margerin2019}, and thus it is often assumed in practice that coda waves of cross-components with multi-scattering -characteristixcs (e.g., no clearly separated phases) are composed of +characteristics (e.g., no clearly separated phases) are composed of ``surface waves'' with strong S-wave sensitivity. Combining them together requires parameter choices, such as averaging them directly \citep{Liu2014}, or weighted (e.g., using coherence-based weighting -\citet{Hobiger2012}, \citet{DePlaen2016}). Combining is another workflow -choice that can change both the value and the uncertainty -(Fig.\textasciitilde{}\ref{fig:aggregation}). One may peak-pick each -component's correlation-coefficient curve \(\mathrm{CC}(\varepsilon,t)\) -and then average the per-component \dvv~(Approach A) --- unweighted, a -few poor components bias the mean; coherence-weighted, they are -suppressed --- or one may average the \(\mathrm{CC}(\varepsilon,t)\) -\emph{images} across components first and peak-pick once (Approach B). -All three conventions appear in the literature; on the same pair they -give visibly different time series, and they propagate uncertainty along -incompatible pathways (the ensemble spread of the per-component picks -for A, the width of the averaged correlation peak for B). On our -six-component synthetic (three good, three poor SNR), the RMS error -against the known truth is \(\sim\!0.31\,\%\) for unweighted Approach A, -\(\sim\!0.08\,\%\) for coherence-weighted Approach A (the poor -components suppressed, \(\sim\!4\times\) better), and \(\sim\!0.03\,\%\) -for Approach B (averaging the images before peak-picking, -\(\sim\!11\times\) better than the unweighted mean and \(\sim\!3\times\) -better than the weighted one). +\citet{Hobiger2012}, \citet{DePlaen2016}). + +Combining is another workflow choice that can change both the value and +the uncertainty (Fig.\textasciitilde{}\ref{fig:aggregation}). One may +peak-pick each component's correlation-coefficient curve +\(\mathrm{CC}(\varepsilon,t)\) and then average the per-component +\dvv~(Approach A) --- unweighted, a few poor components bias the mean; +coherence-weighted, they are suppressed --- or one may average the +\(\mathrm{CC}(\varepsilon,t)\) \emph{images} across components first and +peak-pick once (Approach B). All three conventions appear in the +literature; on the same pair they give visibly different time series, +and they propagate uncertainty along incompatible pathways (the ensemble +spread of the per-component picks for A, the width of the averaged +correlation peak for B). On our six-component synthetic (three good, +three poor SNR), the RMS error against the known truth is +\(\sim\!0.31\,\%\) for unweighted Approach A, \(\sim\!0.08\,\%\) for +coherence-weighted Approach A (the poor components suppressed, +\(\sim\!4\times\) better), and \(\sim\!0.03\,\%\) for Approach B +(averaging the images before peak-picking, \(\sim\!11\times\) better +than the unweighted mean and \(\sim\!3\times\) better than the weighted +one). \begin{figure} \centering @@ -700,36 +758,165 @@ \subsection{Aggregating across station pairs}\label{sec:uncertainty} \label{fig:network-pairs} \end{figure} -\subsection{Frequency band, reference and stacking}\label{sec:params} +\subsection{Frequency band}\label{sec:params_freq} The remaining choices are no less consequential. The \textbf{frequency band} sets the sampled depth: in a two-layer medium, high frequencies recover shallow, often seasonal signals and low frequencies recover a deeper, maybe more tectonic, signal -(Fig.\textasciitilde{}\ref{fig:params}a). On our synthetic two-layer -groundwater scenario, a band matched to each layer (1.5--6,Hz for the -shallow, seasonal signal; 0.2--0.8,Hz for the deep, drought-trend -signal) recovers each with RMS error \(\sim\!0.003\)--\(0.03\,\%\); -using the wrong band for a given depth inflates the error to -\(\sim\!0.10\,\%\) for both --- a \(\sim\!4\)--30\(\times\) degradation. +(Fig.\textasciitilde{}\ref{fig:params}a). In practice a band often gets +reused from a neighboring deployment or an earlier study at the same +site without re-checking that it still matches the target depth --- +exactly the error this section quantifies. + +On our synthetic two-layer groundwater scenario, holding the recovery +band's width fixed (0.6\(\,\)Hz) and sweeping its center away from the +deep layer's true 0.2--0.8\(\,\)Hz band shows the cost is not gradual: +RMS error against the known truth stays flat, +\(\sim\!0.028\)--\(0.031\,\%\), for a center offset within +\(\sim\!0.3\,\)Hz of the true center, then rises by a factor of +\(\sim\!3\)--\(4\) once the offset passes \(\sim\!0.5\,\)Hz --- the +point at which the assumed band starts sampling the shallow layer's +signal instead of the deep one --- and plateaus near \(\sim\!0.10\,\%\) +beyond that (Fig.\textasciitilde{}\ref{fig:band-sensitivity}). The band +choice is forgiving up to the edge of the layer it targets, and +expensive immediately past it, not gradually worse the further off it +drifts. + +\begin{figure} + \centering + \includegraphics[width=0.7\textwidth]{demo_16_band_sensitivity.png} + \caption{Frequency-band sensitivity: RMS error against the known + groundwater deep-layer truth as the recovery band's center is swept away + from the true 0.2--0.8$\,$Hz band, holding its 0.6$\,$Hz width fixed. Error + is flat within $\sim\!\pm0.3\,$Hz of the true center, then rises sharply + once the assumed band drifts into the shallow layer's territory.} + \label{fig:band-sensitivity} +\end{figure} + +\textbf{Scale of effect:} a band-center error under \(\sim\!0.3\,\)Hz +costs essentially nothing here; past \(\sim\!0.5\,\)Hz it costs a factor +of \(\sim\!3\)--\(4\) in RMS, from \(\sim\!0.03\,\%\) to +\(\sim\!0.10\,\%\). + +\subsection{Reference}\label{sec:param_ref} The \textbf{reference} defines what survives: a moving reference re-baselines continuously and erases slow trends that a fixed reference or a joint inversion \citep{Brenguier2014} preserve -(Fig.\textasciitilde{}\ref{fig:params}c). On the volcano synthetic, a -fixed total-stack reference gives RMS \(\sim\!0.03\,\%\) and a -Brenguier-style joint inversion \(\sim\!0.04\,\%\) (both preserve the -pre-eruptive trend), while a 60-day moving reference gives RMS -\(\sim\!0.16\,\%\) --- roughly 4--5\(\times\) worse --- because it -re-baselines away the very trend being measured. +(Fig.\textasciitilde{}\ref{fig:params}c). In practice the choice is +rarely just fixed-versus-moving: an analyst also decides \emph{which} +period of the record a fixed reference is built from, and that choice +alone can dominate the error --- for instance when a deployment barely +predates the process of interest, or when the only quiet-looking period +available sits close in time to the process itself. + +We compare five named schemes on the volcano synthetic: a reference +built from the \textbf{beginning} of the pre-eruptive record (its +earliest 15\%), from the \textbf{end} of that record (its latest 15\%, +immediately before the eruption), from the \textbf{whole} pre-eruptive +record, a 60-day \textbf{moving} (trailing) reference, and \textbf{no +single reference at all} --- the Brenguier et al. (2014)-style joint +inversion, which measures relative dv/v between many short stacks +instead of referencing every day to one +(Fig.\textasciitilde{}\ref{fig:reference-schemes}a). The whole-record, +beginning, and inversion schemes all recover the truth to RMS +\(\sim\!0.03\,\%\). The end-of-record reference does far worse, RMS +\(\sim\!0.15\,\%\) --- not because it tracks the dynamics any less +faithfully (its residual scatter around the truth, \(\sim\!0.029\,\%\), +matches every other fixed scheme) but because the reference epoch itself +already sits \(\sim\!0.15\,\%\) into the developing pre-eruptive ramp, +and every dv/v value is reported \emph{relative to whatever the +reference was doing}. Reference choice sets the zero point, not just the +noise floor: comparing dv/v across studies, or across deployments that +started at different times, requires knowing what the reference period +itself was doing, not just how well each pipeline scores against a +single truth. + +The 60-day moving reference gives RMS \(\sim\!0.16\,\%\) --- comparable +to the worst fixed case, but for the opposite reason: it re-baselines +away the trend continuously rather than sitting at one biased epoch. +Lengthening the trailing window helps only slowly and never converges to +the fixed-reference baseline: RMS falls from \(\sim\!0.168\,\%\) at a +10-day trailing window to \(\sim\!0.151\,\%\) at 240 days, still +\(\sim\!4\)--\(5\times\) the whole-record RMS +(Fig.\textasciitilde{}\ref{fig:reference-schemes}b) --- the erasure is +structural, not a noise effect that more averaging fixes. Field +deployments sometimes need a multiple-reference approach for the same +underlying reason, when no single period is long or quiet enough to +serve as a stable baseline (e.g., the urban Mexico City deployment of +\citet{Ermert2023}); our moving-reference sweep is the closest +single-parameter analog available in codameter today, not a reproduction +of any one study's exact reference construction. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{demo_17_reference_schemes.png} + \caption{Reference construction on the volcano synthetic. (a) Five named + schemes, each scored by RMS against the known truth over the whole record + and over the pre-eruptive ramp alone. (b) RMS for the moving reference as a + function of its trailing length; the dashed line is the whole-record fixed + reference's RMS, which the moving reference never reaches.} + \label{fig:reference-schemes} +\end{figure} + +\textbf{Scale of effect:} which \emph{period} a fixed reference is drawn +from can cost as much as switching to a moving reference altogether +(\(\sim\!0.15\)--\(0.16\,\%\) RMS either way); a reference from the +quietest available period, of any length, recovers the trend to +\(\sim\!0.03\,\%\). + +\subsection{Substacking}\label{sec:param_substack} The \textbf{stacking length} trades noise against temporal resolution, rounding off and delaying a coseismic step -(Fig.\textasciitilde{}\ref{fig:params}d). On the earthquake synthetic, a -1-day stack (noisy) gives RMS \(\sim\!0.044\,\%\), a 10-day stack -\(\sim\!0.018\,\%\) (the best of the three), and an over-long 45-day -stack \(\sim\!0.031\,\%\) --- worse than the 10-day stack despite -averaging down more noise, because it smears the step itself. +(Fig.\textasciitilde{}\ref{fig:params}d). In practice the decision is +rarely ``how many days'' in the abstract; it is ``how long until the +coda is coherent enough to trust'' --- stacking only as long as needed +to clear a working correlation-coefficient (CC) threshold, then +stopping. codameter's own quality-control gate uses +CC\textasciitilde{}\(>0.6\) (Section\textasciitilde{}\ref{sec:results}), +and how quickly a station clears that bar depends entirely on its data +quality. + +On the earthquake synthetic, a workable deployment (SNR 4, the same +setting used throughout this section) clears CC\textasciitilde{}\(>0.6\) +already at a 1-day stack (median CC 0.86); a poor, coherence-limited +deployment (SNR 0.5) needs 14 days of substacking to clear the same bar +(Fig.\textasciitilde{}\ref{fig:stack-coherence}a). The two regimes +behave differently past that point, too. For the workable deployment, +RMS is U-shaped: it falls from \(\sim\!0.044\,\%\) at 1 day to a minimum +\(\sim\!0.020\,\%\) around 7--10 days, then rises again to +\(\sim\!0.038\,\%\) by 60 days as the stack smears the step +(Fig.\textasciitilde{}\ref{fig:stack-coherence}b) --- the classic +noise-versus-smearing tradeoff, and the reason ``longer is always +better'' is wrong even once the coherence gate is satisfied. For the +poor deployment, RMS is still falling at 60 days (\(\sim\!0.067\,\%\), +down from \(\sim\!0.71\,\%\) at 1 day): the noise floor dominates over +the whole tested range, and the smearing penalty never gets the chance +to show up. Both regimes underestimate the coseismic step's amplitude at +every stack length tested here (the bias stays negative throughout for +the poor deployment, and only crosses zero past 45 days for the workable +one), so a recovered step should be read as a lower bound on the true +drop, more so the longer the stack. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{demo_18_stack_coherence.png} + \caption{Substacking on the earthquake synthetic, at two deployment + qualities. (a) Median stretching correlation coefficient versus stack + length; the dashed line is codameter's own CC-gate threshold + (Section~\ref{sec:results}). (b) RMS error and the absolute bias in the + recovered coseismic-step amplitude, both against the known truth, log + scale.} + \label{fig:stack-coherence} +\end{figure} + +\textbf{Scale of effect:} for a workable deployment, the noise/smearing +tradeoff bottoms out around 7--10 days at RMS \(\sim\!0.02\,\%\); for a +poor deployment, substack at least \(\sim\!2\) weeks just to clear the +coherence gate, and expect RMS an order of magnitude worse even after +clearing it. \begin{figure} \centering @@ -751,22 +938,7 @@ \subsection{Frequency band, reference and stacking}\label{sec:params} window, estimator, and uncertainty treatment actually reported by 103 ambient-noise \dvv~studies. -The \textbf{reference} choice also has a construction axis beyond -fixed-versus-moving: how much of the record a ``fixed'' reference -actually stacks. On the volcano synthetic, a reference built from the -whole pre-eruptive record gives RMS \(\sim\!0.03\,\%\), one built from -only the earliest 15,\% of that record (an ``early stack,'' noisier for -having fewer days) gives \(\sim\!0.04\,\%\) (\(\sim\!1.5\times\) worse), -a 60-day moving stack gives \(\sim\!0.16\,\%\) (erasing the trend, as -above), and the Brenguier-style joint inversion \citep{Brenguier2014} -gives \(\sim\!0.04\,\%\) while additionally preserving the trend --- so -among the reference-construction choices, whole-period and joint -inversion are comparably good, early-stacking is a modest -(\(\sim\!1.5\times\)) noise penalty, and only the moving reference -actively destroys signal. - -\subsection{Coda window and its covariation with frequency -band}\label{sec:window} +\subsection{Coda window}\label{sec:param_window} The coda window is not independent of the frequency band --- it deserves its own treatment because the two covary strongly, and getting this @@ -777,10 +949,10 @@ \subsection{Coda window and its covariation with frequency past the direct arrival for a \(\sim\!0.3\)--\(0.8\,\)Hz band is, at \(\sim\!3\)--\(6\,\)Hz, sampling almost pure noise (Fig.\textasciitilde{}\ref{fig:params}b). On our synthetic, a fixed -20--40,s window at the high band gives RMS error \(\sim\!3.8\,\%\) (the -noise floor, not the signal), while a window hand-adapted to the band -(3--12,s) recovers the truth at \(\sim\!0.01\,\%\) --- nearly a -400\(\times\) difference from this one choice alone. This is itself an +20--40\(\,\)s window at the high band gives RMS error \(\sim\!3.9\,\%\) +(the noise floor, not the signal), while a window hand-adapted to the +band (3--12\(\,\)s) recovers the truth at \(\sim\!0.01\,\%\) --- nearly +a 400\(\times\) difference from this one choice alone. This is itself an instance of a literature-documented tension: band-matched windowing is recommended, but Table\textasciitilde{}\ref{tab:survey} shows many surveyed studies instead reuse one fixed window across bands. @@ -789,26 +961,26 @@ \subsection{Coda window and its covariation with frequency in advance and re-tuning per deployment. A more principled alternative --- used in our group --- is to track the coda envelope directly and stop the window where it \emph{flattens} onto the noise floor, rather -than pre-specifying a window from a rule of thumb. We implement this as -\texttt{coda\_window\_from\_envelope()}: band-pass a long-term reference -stack, smooth its envelope, estimate the noise floor from a common -late-lapse window, and take the window end as the first lapse time past -a short onset where the envelope stays within a factor of that floor for -a sustained interval (not a single noisy dip). Applied blind (without -being told which band it is) to three bands spanning low, mid, and high -frequency (Fig.\textasciitilde{}\ref{fig:window-envelope}a), the -detector recovers windows of \(\sim\!(3,29)\,\)s, \(\sim\!(3,37)\,\)s, -and \(\sim\!(3,14)\,\)s respectively --- correctly shrinking at the high +than pre-specifying a window from a rule of thumb. We implement this by +band-passing a long-term reference stack, smoothing its envelope, +estimating the noise floor from a common late-lapse window, and taking +the window end as the first lapse time past a short onset where the +envelope stays within a factor of that floor for a sustained interval +(not a single noisy dip). Applied blind (without being told which band +it is) to three bands spanning low, mid, and high frequency +(Fig.\textasciitilde{}\ref{fig:window-envelope}a), the detector recovers +windows of \(\sim\!(3,29)\,\)s, \(\sim\!(3,37)\,\)s, and +\(\sim\!(3,14)\,\)s respectively --- correctly shrinking at the high band, though the low-versus-mid ordering is not perfectly monotonic on this synthetic (an artifact of how the fixed additive noise floor interacts with each band's filter, not a claim that the detector is exact). Recovering \dvv~with each band's own detected window instead of -one universal fixed (10--30,s) window +one universal fixed (10--30\(\,\)s) window (Fig.\textasciitilde{}\ref{fig:window-envelope}b) gives RMS -\(\sim\!0.032\,\%\) vs.~\(\sim\!0.036\,\%\) at the low band (a modest, -\(\sim\!1.1\times\) gain), \(\sim\!0.017\,\%\) vs.~\(\sim\!0.035\,\%\) -at the mid band (\(\sim\!2\times\)), and \(\sim\!0.019\,\%\) -vs.~\(\sim\!1.8\,\%\) at the high band (\(\sim\!93\times\)) --- the +\(\sim\!0.030\,\%\) vs.~\(\sim\!0.036\,\%\) at the low band (a modest, +\(\sim\!1.2\times\) gain), \(\sim\!0.017\,\%\) vs.~\(\sim\!0.035\,\%\) +at the mid band (\(\sim\!2\times\)), and \(\sim\!0.020\,\%\) +vs.~\(\sim\!2.0\,\%\) at the high band (\(\sim\!100\times\)) --- the fixed window is adequate at low frequency and catastrophic at high frequency, while the envelope-derived window is close to the best achievable at every band without ever being told what band it is @@ -826,32 +998,6 @@ \subsection{Coda window and its covariation with frequency \label{fig:window-envelope} \end{figure} -\subsection{\texorpdfstring{Choices that create spurious -\texorpdfstring{\dvv}{dv/v}}{Choices that create spurious }}\label{sec:artifacts} - -Some choices may create spurious signal. A station clock error delays -the whole correlation by a lapse-independent shift, producing an -apparent \dvv~that appears with opposite sign on the causal and acausal -branches; measuring the two branches separately is the diagnostic -(Fig.\textasciitilde{}\ref{fig:artifacts}a). Seasonally varying noise -sources warp the low-SNR late coda, so a late measurement window reports -a coherent spurious \emph{seasonal} \dvv~many times the real signal -while an earlier window stays clean \citep[the waveform-level version -of][]{Zhan2013} (Fig.\textasciitilde{}\ref{fig:artifacts}b). - -Biases from spurious arrivals could be quantified but mostly we should -decontaminate our workflow from these artefacts or not interpret the -results. - -\begin{figure} - \centering - \includegraphics[width=\textwidth]{demo_8_artifacts.png} - \caption{Deviations that create spurious \dvv. (a) A clock drift splits the causal - and acausal branches with opposite sign. (b) Seasonal late-coda noise injects a - spurious seasonal \dvv\ into a late window but not an early one.} - \label{fig:artifacts} -\end{figure} - \subsection{Causal and acausal branches}\label{sec:branches} In a symmetric cross-correlation, both sides of the coda (positive or @@ -862,9 +1008,9 @@ \subsection{Causal and acausal branches}\label{sec:branches} \citep{Snieder2002}, the stability of the wavefield excited in the coda is the main requirement for stable \dvv~measurements \citep{Hadziioannou2009}. Given the challenge in interpreting both sides -independently, researchers typically would measure \dvv~on each lag and -then report its average \citep{Kidiwela2026}. The causal (positive-lag) -and acausal (negative-lag) branches sample opposite-direction paths with +independently, researchers typically measure \dvv~on each lag and then +report its average \citep{Kidiwela2026}. The causal (positive-lag) and +acausal (negative-lag) branches sample opposite-direction paths with different source-side illumination, and in a 3D medium their sensitivity kernels sample partly different volumes, so the two can report genuinely different \dvv~without either being wrong. Two regimes bound the choice @@ -873,11 +1019,11 @@ \subsection{Causal and acausal branches}\label{sec:branches} averaging the branches --- the common default --- dilutes it toward zero, while the branch that carries the change recovers it (Fig.\textasciitilde{}\ref{fig:branches}a); here preferring the branch -of greatest change is an researchers' judgement. When instead both +of greatest change is a researcher's judgement. When instead both branches share the \emph{same} change, their difference is measurement noise, and selecting the branch of greatest change over-reports it --- a max-of-two-estimators selection bias that grows as SNR falls -(Fig.\textasciitilde{}\ref{fig:branches}b). When both side exhibit the +(Fig.\textasciitilde{}\ref{fig:branches}b). When both sides exhibit the same change (sign, coherence) but with different magnitude, it is reasonable to use the \dvv~of greatest change given the already low sensitivity in coda waves \citep{Obermann2013}. An acceptable workflow @@ -900,32 +1046,59 @@ \subsection{Causal and acausal branches}\label{sec:branches} \label{fig:branches} \end{figure} +\subsection{\texorpdfstring{Choices that create spurious +\texorpdfstring{\dvv}{dv/v}}{Choices that create spurious }}\label{sec:artifacts} + +Some choices may create spurious signal. A station clock error delays +the whole correlation by a lapse-independent shift, producing an +apparent \dvv~that appears with opposite sign on the causal and acausal +branches; measuring the two branches separately is the diagnostic +(Fig.\textasciitilde{}\ref{fig:artifacts}a). Seasonally varying noise +sources warp the low-SNR late coda, so a late measurement window reports +a coherent spurious \emph{seasonal} \dvv~many times the real signal +while an earlier window stays clean \citep[the waveform-level version +of][]{Zhan2013} (Fig.\textasciitilde{}\ref{fig:artifacts}b). + +Biases from spurious arrivals could be quantified but mostly we should +decontaminate our workflow from these artefacts or not interpret the +results. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{demo_8_artifacts.png} + \caption{Deviations that create spurious \dvv. (a) A clock drift splits the causal + and acausal branches with opposite sign. (b) Seasonal late-coda noise injects a + spurious seasonal \dvv\ into a late window but not an early one.} + \label{fig:artifacts} +\end{figure} + Taken together, the choices compound. We make this concrete in Section\textasciitilde{}\ref{sec:multiverse} by running the full \emph{multiverse} of best-practice and deviation choices on one synthetic dataset and ranking each by the bias and the error-bar change it induces. -\section{The multiverse of processing choices}\label{sec:multiverse} +\section{The combined impact of processing +choices}\label{sec:multiverse} The scenario is a single representative station pair monitoring a shallow volcanic edifice, in the style of the permanent broadband deployments used at effusive/dome volcanoes such as Piton de la Fournaise \citep{Brenguier2008}: a coda band matched to shallow depths -(0.4--1.0,Hz), a coda window past the direct arrival (10--30,s), and -daily correlations sampled every 3 days over 2.5 years at a per-day -correlation-coefficient SNR of 7, typical of a continuously operating -station. The synthetic ground truth combines an annual seasonal -\dvv~cycle (as from near-surface thermoelastic/hydrologic effects), a -slow pre-eruptive inflation ramp, and a sharp co-eruptive velocity drop -with partial recovery. This single-pair scenario isolates the -measurement-step choices from the network-aggregation choices already -covered in +(0.4--1.0\(\,\)Hz), a coda window past the direct arrival +(10--30\(\,\)s), and daily correlations sampled every 3 days over 2.5 +years at a per-day correlation-coefficient SNR of 7, typical of a +continuously operating station. The synthetic ground truth combines an +annual seasonal \dvv~cycle (as from near-surface +thermoelastic/hydrologic effects), a slow pre-eruptive inflation ramp, +and a sharp co-eruptive velocity drop with partial recovery. This +single-pair scenario isolates the measurement-step choices from the +network-aggregation choices already covered in Sections\textasciitilde{}\ref{sec:aggregation}--\ref{sec:uncertainty}. The previous sections only identified single choices, but the overall research workflow involves them all. We now estimate the combined -effects of these parametic choices. Starting from a single +effects of these parametric choices. Starting from a single \textbf{best-practice baseline} (trace stretching, a band matched to the target depth, a coda window well past the direct arrival, a 10-day stack, a long stable reference, coherence gating; the cross-cutting @@ -935,13 +1108,16 @@ \section{The multiverse of processing choices}\label{sec:multiverse} deviation from best practice documented in the literature and measure the resulting error against the known truth (Fig.\textasciitilde{}\ref{fig:deviations}). The ranking is unambiguous: -relative to a best-practice RMS error of \(\sim\!0.02\,\%\), an -unwrapped phase estimator that cycle-skips is catastrophic, a moving -reference and a wrapped-phase MWCS each inflate the error roughly an -order of magnitude, an over-long stack and a late low-SNR window distort -the co-eruptive drop, while the frequency band (which mostly sets -precision here) and the gating are second-order. The joint inversion is -nearly as good as the fixed reference and preserves the trend. +relative to a best-practice RMS error of \(\sim\!0.03\,\%\), the +two-dimensionally-unwrapped WCS estimator is catastrophic here +(\(\sim\!50\times\) worse), a wrapped-phase MWCS inflates the error by +roughly an order of magnitude (\(\sim\!12\times\)), and DTW by +\(\sim\!6\times\); among the non-estimator choices a moving reference is +worst (\(\sim\!5\times\), and most distorts the recovered drop), while +stack length, coda window, and frequency band deviations are each more +modest (\(1.5\)--\(2.5\times\)). The joint-inversion reference stays +closest to the fixed-reference baseline among the reference-scheme +deviations. \begin{figure} \centering @@ -970,12 +1146,14 @@ \section{The multiverse of processing choices}\label{sec:multiverse} Attributing the variance of the outcome to each axis with a first-order (main-effect) sensitivity index (Fig.\textasciitilde{}\ref{fig:multiverse}b) shows that, for this -dataset, the \textbf{coda window and the stack length} control the RMS -error most, the \textbf{stack length} dominates the recovered drop -amplitude, and the estimator is third; the first-order indices sum to -well under one, so a large part of the spread is \emph{interaction} -between choices compounding. The appropriate object is therefore not a -single curve but a distribution of \dvv~over the processing choices. +dataset, the \textbf{coda window} controls the RMS error most, with the +estimator second and the stack length third; for the recovered drop +amplitude the order changes to \textbf{stack length} first, window +second, and estimator third. The first-order indices sum to well under +one in both cases (\(\sim\!0.66\) for RMS, \(\sim\!0.63\) for the drop), +so a large part of the spread is \emph{interaction} between choices +compounding. The appropriate object is therefore not a single curve but +a distribution of \dvv~over the processing choices. \begin{figure} \centering @@ -984,8 +1162,9 @@ \section{The multiverse of processing choices}\label{sec:multiverse} each coloured by its RMS error against the truth on a colourblind-safe scale (bright accurate, dark biased; the worst run off the clipped axis); the grey band is the 10--90\% inter-pipeline spread, widest at the velocity drop. (b) First-order variance attribution: which - choice controls the RMS error and the recovered drop. Window and stack length - dominate; the sub-unity sum signals strong interactions.} + choice controls the RMS error and the recovered drop. Window, estimator, and + stack length dominate, in that order for RMS and reordered for the drop; + the sub-unity sum signals strong interactions.} \label{fig:multiverse} \end{figure} @@ -994,8 +1173,8 @@ \section{The multiverse of processing choices}\label{sec:multiverse} choice, with the consequence the synthetic makes concrete. The baseline and deviation sets are the ones our survey extracts from the literature (the cross-cutting rules of \citeauthor{Snieder2002} -\citetext{\citeyear{Snieder2002}; \citealp{Clarke2011}; \citealp{Weaver2011}; \citealp{Brenguier2014}; \citealp{Wang2017}; \citealp{Obermann2019}}). -are implemented in \texttt{codameter.deviations}. +\citetext{\citeyear{Snieder2002}; \citealp{Clarke2011}; \citealp{Weaver2011}; \citealp{Brenguier2014}; \citealp{Wang2017}; \citealp{Obermann2019}}) +and are implemented in codameter. \begin{table} \footnotesize @@ -1069,8 +1248,8 @@ \section{A Bayesian measurement model and its data \(k\)'s methodological bias (the systematic offset between, say, MWCS and stretching), \(\tau\) its scale across the ensemble, and \(s\) rescales the Weaver floor so the data report whether it is calibrated. A -conjugate Gibbs sampler returns the joint posterior; the implementation -is \texttt{codameter.uq\_bayes} (pure NumPy, no external sampler). +conjugate Gibbs sampler, implemented in codameter with no external +sampler dependency, returns the joint posterior. The model yields two distinct objects, and conflating them is the error the field makes (Fig.\textasciitilde{}\ref{fig:bayes}). The posterior of @@ -1108,32 +1287,8 @@ \section{A Bayesian measurement model and its data \label{fig:bayes} \end{figure} -\section{Toward deployment: a real-data retrospective -pipeline}\label{sec:deployment} - -Every result so far is on a truth-known synthetic, by design -(Section\textasciitilde{}\ref{sec:methods}): it is the only way to -separate a processing artefact from a real signal. The next step is to -test whether the same measurement machinery holds up against real data -at deployment scale, not just against a synthetic that was built to -resemble it. We are building a companion pipeline, -\texttt{noisepy-dvv-cloud}, that correlates real continuous waveforms -for station CI.LJR (Lake Hughes, California) --- the reference station -of \citet{Clements2023} --- pulled from the public Southern California -Earthquake Data Center S3 archive, using the NoisePy package -\citep{Jiang2020} for the correlation step. Correlation and dv/v -estimation each run as an AWS Batch job on Fargate Spot compute, -following the same deployment pattern as QuakeScope; dv/v estimation -itself is handed to \texttt{codameter.deviations.run\_pipeline} and -\texttt{codameter.uq\_measurement}, with baseline processing -configurations drawn from \texttt{codameter.use\_cases.recommend} --- -the same functions this paper's synthetic results are built on, not a -separate reimplementation. The retrospective run is validated against -the already-published \citet{Clements2023} CI.LJR result before any new -claim is drawn from it. - -\section{Depth: propagating the measurement covariance through -sensitivity kernels}\label{sec:depth} +\section{\texorpdfstring{Propagating \dvv~errors at depth +\(\Delta\beta/beta(z)\)}{Propagating ~errors at depth \textbackslash Delta\textbackslash beta/beta(z)}}\label{sec:depth} The remaining sections present a framework rather than new synthetics: they set out how the covariance of @@ -1146,13 +1301,13 @@ \section{Depth: propagating the measurement covariance through is set by the frequency band and the coda lapse time, it is not assumed} \citep{Obermann2013, Obermann2016} --- and, increasingly, on multi-band measurement as the means to resolve it -\citep{Takano2017, Feng2020, Mao2022}. The step from a set of per-band -\dvv~series to a depth profile is where reporting is least consistent: -many studies read a single band as a single depth, only a few invert -several bands against surface-wave sensitivity kernels, and the -propagation of the measurement error into the depth estimate is seldom -shown. The depth assignment is frequently the scientific claim itself ---- whether the change lies in the aquifer or the overlying soil, +\citep{Takano2017, Feng2020, Mao2022, Mao2025}. The step from a set of +per-band \dvv~series to a depth profile is where reporting is least +consistent: many studies read a single band as a single depth, only a +few invert several bands against surface-wave sensitivity kernels, and +the propagation of the measurement error into the depth estimate is +seldom shown. The depth assignment is frequently the scientific claim +itself --- whether the change lies in the aquifer or the overlying soil, whether coseismic softening is a shallow site response or slip on the fault at depth \citep{Rubinstein2005} --- so a depth reported without its uncertainty cannot support that claim. @@ -1168,13 +1323,12 @@ \section{Depth: propagating the measurement covariance through \(\mathbf{d}=\mathbf{G}\,\mathbf{m}+\boldsymbol\varepsilon\) with \(\mathbf{G}_{bz}=K_b(z)\) and data covariance \(C_d\); the Bayesian solution under a smoothness prior returns a depth profile -\(\delta V_S/V_S(z)\) together with its posterior covariance \(C_m(z)\) -(implemented in \texttt{codameter.uq\_depth}). The bands must sit where -the kernels resolve: too low and the kernel leaks into the half-space, -too high and the coda is incoherent -(Section\textasciitilde{}\ref{sec:params}). The width of \(C_m(z)\) --- -not the profile alone --- is the deliverable, and it inherits the -temporal correlation and common-mode structure of \(C_d\). +\(\delta V_S/V_S(z)\) together with its posterior covariance \(C_m(z)\), +implemented in codameter. The bands must sit where the kernels resolve: +too low and the kernel leaks into the half-space, too high and the coda +is incoherent (Section\textasciitilde{}\ref{sec:params_freq}). The width +of \(C_m(z)\) --- not the profile alone --- is the deliverable, and it +inherits the temporal correlation and common-mode structure of \(C_d\). One assumption is usually left implicit: that a \dvv~change is a shear-velocity change alone. In partially saturated ground it is not. @@ -1222,35 +1376,102 @@ \section{Depth: propagating the measurement covariance through \end{tabularx} \end{table} -\section{Stress: a downstream step, not attempted -here}\label{sec:stress} - -The quantity of interest is rarely the velocity change itself but the -stress, strain, or pore-pressure change that produces it and --- -increasingly --- the forcing responsible for it. Here the literature -remains fragmented. Volcano and fault studies often interpret the -velocity change qualitatively (a pre-eruptive pressurization, coseismic -damage); hydrological studies fit an explicit poroelastic or -thermoelastic model and separate the two by their seasonal phase lag -\citep{Tsai2011, Wang2017, Clements2018}. What is largely absent across -this literature is the \emph{uncertainty} on that final quantity and a -reasonable apportionment of it among the competing forcings. - -Converting a depth-resolved velocity-change posterior to stress or -strain is a further step this paper does not attempt: it requires -material priors --- an acoustoelastic, poroelastic, or thermoelastic -coefficient, its depth dependence, and the fracture fabric or drainage -regime that selects which stress or strain component the velocity change -actually tracks --- that are outside this paper's scope. Because those -coefficients are themselves poorly constrained, any such conversion is -dominated by \emph{epistemic} prior uncertainty rather than by the -measurement, so a stress value reported without accounting for that is -the least constrained quantity in the chain, and the one most often -reported as a result. We stop deliberately at the depth-resolved -posterior of Section\textasciitilde{}\ref{sec:depth} and its covariance: -that object, not a stress or strain estimate, is what this paper -delivers, and what any downstream stress or strain conversion must -consume. +\section{Toward a scalable deployment}\label{sec:deployment} + +Every result so far is on a truth-known synthetic, by design +(Section\textasciitilde{}\ref{sec:methods}): it is the only way to +separate a processing artefact from a real signal. The next step is to +test whether the same measurement machinery holds up against real data +at deployment scale, not just against a synthetic that was built to +resemble it. We are building a companion cloud pipeline that correlates +real continuous waveforms for station CI.LJR (Lake Hughes, California) +--- the reference station of \citet{Clements2023} --- pulled from the +public Southern California Earthquake Data Center S3 archive, using the +NoisePy package \citep{Jiang2020} for the correlation step. Correlation +and dv/v estimation each run as a cloud batch job on spot compute; dv/v +estimation itself is handed to the same codameter measurement and +uncertainty functions this paper's synthetic results are built on, with +baseline processing configurations drawn from the same recommendation +logic --- not a separate reimplementation. The retrospective run is +validated against the already-published \citet{Clements2023} CI.LJR +result before any new claim is drawn from it. + +After the correction, single-station \dvv~(NoisePy correlations, a +codameter 5-member ensemble, 2--4\(\,\)Hz, 2018--2019) validates against +the published \citet{Clements2023} product. The comparison is not +trivial to get right: the CD2023 90-day-comp product is a +\emph{trailing} 90-day stack, so it lags a centered-smoothed daily +series by about 45 days, and comparing without matching that smoothing +caps the correlation near 0.7 even on a real annual cycle +(Fig.\textasciitilde{}\ref{fig:realdata-validation}). We match by +applying the same trailing 90-day mean to the daily series, compare +demeaned --- the two products reference different epochs, and a constant +offset is bookkeeping, not error --- and exclude the first 150 days of +each station's series as reference burn-in. Under this matched +comparison, CI.LJR reaches \(r=0.990\) (681 overlapping days); CI.ARV +reaches \(r=0.66\)--\(0.92\) depending on the join method, reflecting +real 2018 data gaps; CI.RXH reaches \(r=0.68\), the weakest of the +three, on a station whose recovered \dvv~is nearly flat and whose signal +is low to begin with. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{realdata_1_validation.png} + \caption{Single-station \dvv\ at three CI stations, 2018--2019, against the + published \citet{Clements2023} product (dashed, reference-shifted). + Daily \dvv\ (points) with the ensemble spread (shaded, epistemic) and + measurement error bars, and a 45-day-smoothed curve. The annotated $r$ is + computed on this 45-day-smoothed comparison, not the smoothing-matched + comparison reported in the text; matching CD2023's own trailing 90-day + window instead of a centered 45-day one raises $r$ at every station (to + 0.990/0.66--0.92/0.68 for LJR/ARV/RXH), which is why the two numbers + differ.} + \label{fig:realdata-validation} +\end{figure} + +Why validation quality differs so much by station is visible in the +correlation function itself +(Fig.\textasciitilde{}\ref{fig:realdata-interferograms}). CI.LJR shows a +stable, narrow coda near zero lag through the year. CI.RXH shows +multipath, several coherent arrivals spread across the full \(\pm 8\,\)s +of lag shown, and a visible shift in that pattern in April--May 2019, +consistent with a site change rather than a processing artefact. +CI.ARV's coherent energy is compact and concentrated near zero lag but +comparatively sparse, consistent with its higher scatter and join-method +sensitivity. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{realdata_2_interferograms.png} + \caption{Daily north-south/east-west cross-component correlation + functions, 2--4$\,$Hz, $\pm 8\,$s lag, 2019. CI.LJR's coda is stable and + narrow. CI.RXH shows multipath (several coherent bands across the full lag + range) and a shift in that pattern in April--May 2019. CI.ARV's coherent + energy is compact and near zero lag but comparatively sparse. The visual + difference is the reason validation quality differs by station in + Fig.~\ref{fig:realdata-validation}.} + \label{fig:realdata-interferograms} +\end{figure} + +As an optional supplement, +Fig.\textasciitilde{}\ref{fig:realdata-warmup} shows the ensemble's +warm-up behaviour on a separate 90-day smoke run at CI.LJR: \dvv\(\,\)is +undefined until enough history has accumulated for the moving-reference +member to compute a trailing reference, and each band's per-epoch +stretching correlation coefficient is reported alongside the recovered +series. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{realdata_3_warmup.png} + \caption{CI.LJR single-station \dvv, a separate 90-day smoke run (January--April + 2023), four frequency bands. The ensemble spread (shaded) and measurement + error bars are reported once at least one member is defined; the annotated + member count grows as the moving-reference member's warm-up period + elapses, reaching all 5 members later in the window. Bottom panel: + per-band stretching correlation coefficient.} + \label{fig:realdata-warmup} +\end{figure} \section{Discussion}\label{sec:discussion} @@ -1322,19 +1543,42 @@ \section{Discussion}\label{sec:discussion} and lets a reader re-run a study's pipeline on the truth-known synthetic to see its bias before trusting it on data. +\textbf{Validate against something you did not generate.} Every +synthetic test in this paper passed before the discovery below, and that +is exactly the danger: a synthetic built under the same sign convention +as the estimator reading it will always agree, whether the convention is +physically correct or not. Testing codameter's estimators against a real +cross-network deployment (Section\textasciitilde{}\ref{sec:deployment}), +recovered \dvv~anticorrelated with the published \citet{Clements2023} +product and with seasonal hydrology at three stations +(\(r=-0.69,-0.45,-0.40\)). Ground-truthing through the exact call path +made the cause obvious: imposing a \(+0.5\,\%\) velocity change returned +\(-0.50\,\%\). The synthetic generator and all seven estimators had +consistently used the stretch factor \(\varepsilon\) (positive for a +coda dilation, i.e.~a slowdown), not physical \dvv~(positive for a +speedup) --- internally coherent, so every synthetic-recovery test in +the sections above passed, but opposite to the sign convention the field +expects and to the published product it was compared against. The fix is +the convention boxed in Section\textasciitilde{}\ref{sec:intro}, shipped +as codameter v0.4.0. Internal consistency is not correctness: a pipeline +that only checks itself will confirm whatever convention it started +with, and only the comparison against an independently-produced result +caught this one. The fix and its ground-truthing procedure are +documented in the codameter release history. + \textbf{Propagate the covariance, do not truncate it.} The measurement covariance is not the end of the analysis but its first input. Section\textasciitilde{}\ref{sec:depth} sets out the next step of the chain: invert the per-band \(C_d\) through sensitivity kernels for a depth profile and its covariance, separating the shear-velocity and density contributions where the ground is partially saturated. -Converting that depth-resolved posterior to stress or strain -(Section\textasciitilde{}\ref{sec:stress}) requires material priors this -paper does not attempt to constrain, and is left to other work; what we -deliver is the depth posterior and its covariance, the object any such -conversion must consume. Building and testing the depth-propagation -stage on truth-known synthetics is the natural continuation of this -work, and is under way in the open codameter framework. +Converting that depth-resolved posterior to stress or strain requires +material priors this paper does not attempt to constrain, and is left to +other work; what we deliver is the depth posterior and its covariance, +the object any such conversion must consume. Building and testing the +depth-propagation stage on truth-known synthetics is the natural +continuation of this work, and is under way in the open codameter +framework. \section{Conclusions}\label{sec:conclusions} @@ -1352,9 +1596,8 @@ \section{Conclusions}\label{sec:conclusions} inversion consumes, and only a pipeline that carries the covariance that far can attach an honest uncertainty to a depth-resolved velocity-change profile. Converting that profile to stress or strain is a further step -this paper does not attempt (Section\textasciitilde{}\ref{sec:stress}). -We offer codameter as one such record, and as the package in which the -depth stage is being built. +this paper does not attempt. We offer codameter as one such record, and +as the package in which the depth stage is being built. \appendix @@ -1363,8 +1606,11 @@ \section{Estimator definitions}\label{app:estimators} Let \(r(t)\) and \(c(t)\) be the reference and current cross-correlations, band-passed to \([f_1,f_2]\) (central frequency \(f_c\), bandwidth \(B\)) and read over the coda window \(W=[t_1,t_2]\) -on one or both branches. We use the convention \(\delta t/t = -\,\dvv\), -and write \(\varepsilon\) for the recovered \dvv. +on one or both branches. Each method below estimates a trial stretch +factor \(\varepsilon\), the fractional dilation of the current coda +relative to the reference; physical \dvv~follows via the convention +boxed in Section\textasciitilde{}\ref{sec:intro}, +\(\dvv=-\varepsilon/(1+\varepsilon)\). \textbf{Trace stretching (TS).} For a trial stretch \(s\), define \(r_s(t)=r\!\left(t/(1+s)\right)\) and the windowed correlation @@ -1418,17 +1664,20 @@ \section{Estimator definitions}\label{app:estimators} \section{Aggregation and uncertainty conventions}\label{app:aggregation} For component \(k\) of a station pair, stretching yields the image -\(\mathrm{CC}_k(\varepsilon,t)\). +\(\mathrm{CC}_k(\varepsilon,t)\); each per-component stretch factor +converts to physical \(\dvv_k\) via the boxed relation. -\textbf{Approach A (average the \dvv).} -\(\varepsilon_k(t)=\arg\max_{\varepsilon} \mathrm{CC}_k(\varepsilon,t)\) -and the pair estimate is the (possibly weighted) mean -\(x_p(t)=\sum_k w_k\,\varepsilon_k/\sum_k -w_k\), with \(w_k=\max_{\varepsilon} \mathrm{CC}_k\) -(coherence-weighted) or \(w_k=1\) (unweighted). +\textbf{Approach A (average the per-component \dvv).} \(\dvv_k(t)\) +follows from \(\varepsilon_k(t)=\arg\max_{\varepsilon} +\mathrm{CC}_k(\varepsilon,t)\), and the pair estimate is the (possibly +weighted) mean \(x_p(t)=\sum_k w_k\,\dvv_k/\sum_k w_k\), with +\(w_k=\max_{\varepsilon} +\mathrm{CC}_k\) (coherence-weighted) or \(w_k=1\) (unweighted). -\textbf{Approach B (average the images).} -\(x_p(t)=\arg\max_{\varepsilon}\big[\tfrac1{N_c}\sum_k \mathrm{CC}_k(\varepsilon,t)\big]\). +\textbf{Approach B (average the images).} The pair stretch factor +\(\varepsilon_p(t)=\arg\max_{\varepsilon}\big[\tfrac1{N_c}\sum_k +\mathrm{CC}_k(\varepsilon,t)\big]\) converts to \(x_p(t)=\dvv_p(t)\) via +the same relation. \textbf{Network over pairs.} With pair weights \(W_p\) (e.g.~mean coherence), \begin{equation} @@ -1448,13 +1697,13 @@ \section{Survey of processing choices across the literature}\label{app:survey} Table\textasciitilde{}\ref{tab:survey} catalogues the processing choices -of the 103 ambient-noise \dvv~monitoring studies we surveyed (full -machine-readable version and provenance in the codameter -\texttt{literature/} directory). It is the empirical basis for the -paper's claim that no convention is shared: the estimator, the frequency -band, the coda window, the reference scheme and --- most unevenly of all ---- the uncertainty treatment vary study to study, and the last is -frequently unreported. Every study is cited here. +of the 103 ambient-noise \dvv~monitoring studies we surveyed (the full +machine-readable version and provenance are distributed with the +codameter package). It is the empirical basis for the paper's claim that +no convention is shared: the estimator, the frequency band, the coda +window, the reference scheme and --- most unevenly of all --- the +uncertainty treatment vary study to study, and the last is frequently +unreported. Every study is cited here. The four measurement fields (frequency band, coda window, estimator and uncertainty treatment) were re-checked against the \emph{full text} for @@ -1473,16 +1722,11 @@ \section{Survey of processing choices across the \section*{Data availability}\label{data-availability} \addcontentsline{toc}{section}{Data availability} -The codameter package, including the synthetic-demonstration module, the -figure-generating scripts, and the literature survey that motivates this -work, is openly available at -\url{https://github.com/Denolle-Lab/codameter}. All figures are -reproduced by \texttt{python\ literature/synthetic\_dvv\_demo.py}, the -multiverse and deviation ranking by -\texttt{python\ -m\ codameter.deviations}, and the Bayesian measurement -model by \texttt{python\ -m\ codameter.uq\_bayes}. The manuscript itself -is rendered from \texttt{paper/manuscript\_marine.qmd} by -\texttt{python\ paper/build.py}. +All synthetics, estimators, and figures in this paper are implemented in +the open-source Python package codameter (version 0.4.0, MIT license), +openly available at \url{https://github.com/Denolle-Lab/codameter}. A +versioned archive with a Zenodo DOI will be issued alongside +publication. \section*{Acknowledgements}\label{acknowledgements} \addcontentsline{toc}{section}{Acknowledgements} diff --git a/paper/references.bib b/paper/references.bib index 434a7da..cd279f5 100644 --- a/paper/references.bib +++ b/paper/references.bib @@ -1,3 +1,19 @@ +@article{poupinet84, + author = {Poupinet, G. and Ellsworth, W. L. and Frechet, J.}, + title = {Monitoring velocity variations in the crust using earthquake doublets: An application to the {Calaveras} Fault, {California}}, + journal = {Journal of Geophysical Research: Solid Earth}, + volume = {89}, number = {B7}, pages = {5719--5731}, year = {1984}, + doi = {10.1029/jb089ib07p05719} +} + +@article{lobkis03, + author = {Lobkis, Oleg I. and Weaver, Richard L.}, + title = {Coda-Wave Interferometry in Finite Solids: Recovery of {P}-to-{S} Conversion Rates in an Elastodynamic Billiard}, + journal = {Physical Review Letters}, + volume = {90}, number = {25}, pages = {254302}, year = {2003}, + doi = {10.1103/PhysRevLett.90.254302} +} + @article{SensSchonfelder2006, author = {Sens-Sch{\"o}nfelder, Christoph and Wegler, Ulrich}, title = {Passive image interferometry and seasonal variations of seismic velocities at {Merapi} Volcano, {Indonesia}}, @@ -203,6 +219,19 @@ @article{Okubo2024 doi = {10.1029/2023JB028084} } +@article{Denolle25b, + author = {Denolle, Marine A. and Shi, Qibin and Clements, Tim and Viens, Lo{\"\i}c and Rodriguez-Tribaldos, Veronica and Cotton, Fabrice}, + title = {Ambient field seismology in critical zone hydrological sciences}, + journal = {Comptes Rendus. G\'eoscience}, + pages = {425--451}, + year = {2025}, + publisher = {Acad\'emie des sciences, Paris}, + volume = {357}, + doi = {10.5802/crgeos.310}, + language = {en} + } + + @article{Kidiwela2026, author = {Kidiwela, Maleen and Denolle, Marine A. and Wilcock, William S. D. and Feng, K. F.}, title = {Active protothrusts and fluid highways: Seismic noise reveals hidden subduction dynamics in Cascadia}, @@ -229,3 +258,47 @@ @book{Mavko2009 year = {2009}, doi = {10.1017/CBO9780511626753} } + +% Deployment examples cited narratively in the Introduction (not part of +% the 103-study processing-choice survey, so kept here rather than in the +% auto-generated survey.bib). +@article{CubukSabuncu2021, + author = {Cubuk-Sabuncu, Ye{\c s}im and J{\'o}nsd{\'o}ttir, Kristín and Caudron, Corentin and Lecocq, Thomas and Parks, Michelle and Geirsson, Halld{\'o}r and Mordret, Aur{\'e}lien}, + title = {Temporal Seismic Velocity Changes During the 2020 Rapid Inflation at Mt. {\th}orbj{\"o}rn-Svartsengi, Iceland, Using Seismic Ambient Noise}, + journal = {Geophysical Research Letters}, + year = {2021}, + volume = {48}, + pages = {e2020GL092265}, + doi = {10.1029/2020GL092265} +} + +@article{Ouellet2022, + author = {Ouellet, Susanne M. and Dettmer, Jan and Olivier, Gerrit and de Wit, Tjaart and Lato, Matt}, + title = {Advanced monitoring of tailings dam performance using seismic noise and stress models}, + journal = {Communications Earth \& Environment}, + year = {2022}, + volume = {3}, + pages = {301}, + doi = {10.1038/s43247-022-00629-w} +} + +@article{Planes2016, + author = {Plan{\`e}s, Thomas and Mooney, Michael A. and Rittgers, Jacob B. R. and Parekh, Malcolm L. and Behm, Michael and Snieder, Roel}, + title = {Time-lapse monitoring of internal erosion in earthen dams and levees using ambient seismic noise}, + journal = {G{\'e}otechnique}, + year = {2016}, + volume = {66}, + number = {4}, + pages = {301--312}, + doi = {10.1680/jgeot.14.P.268} +} + +@article{Tsuji2021, + author = {Tsuji, Takeshi and Ikeda, Tatsunori and Matsuura, Ryosuke and Mukumoto, Kota and Hutapea, Fernando Lawrens and Kimura, Tsunehisa and Yamaoka, Koshun and Shinohara, Masanao}, + title = {Continuous monitoring system for safe managements of {CO2} storage and geothermal reservoirs}, + journal = {Scientific Reports}, + year = {2021}, + volume = {11}, + pages = {19120}, + doi = {10.1038/s41598-021-97881-5} +} diff --git a/src/codameter/deviations.py b/src/codameter/deviations.py index c2a184e..1083bdc 100644 --- a/src/codameter/deviations.py +++ b/src/codameter/deviations.py @@ -35,6 +35,7 @@ YEAR_D, C, Synth, + _boost_fonts, _days, _trailing_stack, daily_ccfs, @@ -134,10 +135,11 @@ def run_pipeline(ccfs, t, fs, cfg, *, eps_max=0.05, return_cc=False, prefiltered **Sign convention (v0.4.0, physical dv/v)**: a velocity *increase* is positive. All estimators return ``dv/v = -eps / (1 + eps)`` where - ``eps`` is the stretch factor that maps the reference onto the current - waveform (a coda that must be dilated to match means the medium slowed - down). Before v0.4.0 this function returned ``eps`` itself, labeled - dv/v — anticorrelated with the physical convention. + ``eps`` is the stretch factor that resamples the *current* waveform to + match the fixed reference (a current trace that must be dilated to + match means the medium slowed down). Before v0.4.0 this function + returned ``eps`` itself, labeled dv/v — anticorrelated with the + physical convention. Returns ``(dvv, valid)``: the per-day series and a boolean mask of epochs the pipeline actually produced (moving/inversion references have a warm-up gap; @@ -410,9 +412,9 @@ def fig_deviation_ranking(rows=None): xlabel="RMS error vs truth (dv/v, %, log)", title="(a) Bias injected by each deviation", ) - ax[0].set_yticklabels(labels, fontsize=8.5) + ax[0].set_yticklabels(labels, fontsize=10.5) ax[0].invert_yaxis() - ax[0].legend(fontsize=8.5, frameon=False, loc="lower right") + ax[0].legend(fontsize=10.5, frameon=False, loc="lower right") drop = [r.drop_err * PCT for r in items] ax[1].barh(y, drop, color=cols) ax[1].axvline(0, color=C["truth"], lw=1) @@ -424,6 +426,7 @@ def fig_deviation_ranking(rows=None): title="(b) Distortion of the drop", ) ax[1].invert_yaxis() + _boost_fonts(ax[0], ax[1], tick=10.5, label=12, title=13) fig.tight_layout() return fig @@ -431,6 +434,7 @@ def fig_deviation_ranking(rows=None): def fig_multiverse_full(mv=None): """The ultimate multiverse: every pipeline + the variance attribution.""" import matplotlib.pyplot as plt + from matplotlib.colors import Normalize if mv is None: mv = multiverse() @@ -444,7 +448,7 @@ def fig_multiverse_full(mv=None): # (a) fan of pipelines, coloured by RMS error with a colourblind-safe, # perceptually uniform sequential map (dark = accurate, bright = biased). order = np.argsort(-np.nan_to_num(rms)) - norm = plt.Normalize(np.nanpercentile(rms, 5), np.nanpercentile(rms, 95)) + norm = Normalize(np.nanpercentile(rms, 5), np.nanpercentile(rms, 95)) cmap = plt.cm.viridis_r for i in order: ax[0].plot(yrs, curves[i] * PCT, color=cmap(norm(rms[i])), lw=0.3, alpha=0.16) @@ -463,28 +467,27 @@ def fig_multiverse_full(mv=None): ) ax[0].plot(yrs, truth * PCT, color=C["truth"], lw=2.6, label="ground truth") ax[0].axvline(2.0, color="0.6", ls="--", lw=1) - # Clip tightly to the truth scale; the cycle-skipping pipelines run off-axis - # (that is the point — the colourbar flags them) but would otherwise swamp the + # Fixed, symmetric range: the cycle-skipping pipelines run off-axis (that is + # the point -- the colourbar flags them) but would otherwise swamp the # signal and make the panel unreadable. - span = (np.nanmax(truth) - np.nanmin(truth)) * PCT - ax[0].set_ylim( - (np.nanmin(truth) * PCT - 0.35 * span, np.nanmax(truth) * PCT + 0.35 * span) - ) + ax[0].set_ylim((-0.8, 0.8)) ax[0].set( xlabel="time (years)", ylabel="dv/v (%)", title=f"(a) {mv['n_pipelines']} pipelines (colour = RMS error)", ) - leg = ax[0].legend(fontsize=8.5, loc="lower left", frameon=True) + leg = ax[0].legend(fontsize=10.5, loc="lower left", frameon=True) leg.get_frame().set_facecolor("white") leg.get_frame().set_alpha(0.9) leg.get_frame().set_edgecolor("0.7") - fig.colorbar( + cbar = fig.colorbar( plt.cm.ScalarMappable(norm=norm, cmap=cmap), ax=ax[0], fraction=0.046, label="RMS vs truth", ) + cbar.set_label("RMS vs truth", fontsize=12) + cbar.ax.tick_params(labelsize=10.5) # (b) first-order variance attribution. axes = mv["axes"] @@ -498,8 +501,9 @@ def fig_multiverse_full(mv=None): ylabel="first-order variance fraction", title="(b) Which choice controls the answer", ) - ax[1].set_xticklabels(axes, rotation=30, ha="right", fontsize=8.5) - ax[1].legend(fontsize=8.5, frameon=False) + ax[1].set_xticklabels(axes, rotation=30, ha="right", fontsize=10.5) + ax[1].legend(fontsize=10.5, frameon=False) + _boost_fonts(ax[0], ax[1], tick=10.5, label=12, title=13) fig.tight_layout() return fig diff --git a/src/codameter/golden.py b/src/codameter/golden.py index 5a635a9..3f6a599 100644 --- a/src/codameter/golden.py +++ b/src/codameter/golden.py @@ -39,7 +39,7 @@ from . import use_cases as uc from .deviations import run_pipeline -from .synthetic_demo import YEAR_D, _days, _seasonal, daily_ccfs, make_coda +from .synthetic_demo import _days, _seasonal, daily_ccfs, make_coda def _default_data_dir() -> Path: @@ -71,7 +71,12 @@ def _default_data_dir() -> Path: DATA_DIR = _default_data_dir() MANIFEST = DATA_DIR / "manifest.json" CACHE_DIR = DATA_DIR / "cache" -MANIFEST_VERSION = 2 +# Bumped whenever a change to the estimator/generator numerics can move the +# frozen "expected" metrics (e.g. the current-vs-reference interpolation +# fix below) -- forces per-user caches to regenerate rather than silently +# comparing against stale expectations. Not bumped for the v0.4.0 sign-flip +# itself; see CHANGELOG.md. +MANIFEST_VERSION = 3 # Whether DATA_DIR is the regenerable per-user cache (pip-installed, no source # tree, no explicit override) as opposed to an authoritative committed source or @@ -88,12 +93,48 @@ def _default_data_dir() -> Path: # the physical scale of each motif; they stay within the application's eps_max. # --------------------------------------------------------------------------- AMP = { - "volcano": {"seasonal": 0.0010, "drop": -0.0040, "trend": -0.0015, "tau": 90.0, "phase": 60.0}, - "earthquake_fault": {"seasonal": 0.0006, "drop": -0.0025, "trend": -0.0010, "tau": 160.0, "phase": 30.0}, - "landslide": {"seasonal": 0.0100, "drop": -0.0300, "trend": -0.0050, "tau": 60.0, "phase": 120.0}, - "groundwater": {"seasonal": 0.0015, "drop": -0.0020, "trend": -0.0012, "tau": 120.0, "phase": 250.0}, - "cryosphere": {"seasonal": 0.0300, "drop": -0.0150, "trend": -0.0040, "tau": 45.0, "phase": 200.0}, - "geothermal": {"seasonal": 0.0005, "drop": -0.0060, "trend": -0.0100, "tau": 120.0, "phase": 30.0}, + "volcano": { + "seasonal": 0.0010, + "drop": -0.0040, + "trend": -0.0015, + "tau": 90.0, + "phase": 60.0, + }, + "earthquake_fault": { + "seasonal": 0.0006, + "drop": -0.0025, + "trend": -0.0010, + "tau": 160.0, + "phase": 30.0, + }, + "landslide": { + "seasonal": 0.0100, + "drop": -0.0300, + "trend": -0.0050, + "tau": 60.0, + "phase": 120.0, + }, + "groundwater": { + "seasonal": 0.0015, + "drop": -0.0020, + "trend": -0.0012, + "tau": 120.0, + "phase": 250.0, + }, + "cryosphere": { + "seasonal": 0.0300, + "drop": -0.0150, + "trend": -0.0040, + "tau": 45.0, + "phase": 200.0, + }, + "geothermal": { + "seasonal": 0.0005, + "drop": -0.0060, + "trend": -0.0100, + "tau": 120.0, + "phase": 30.0, + }, } @@ -110,7 +151,9 @@ def amp_for(case: dict) -> dict: return {**AMP[case["use_case"]], **case.get("amp", {})} -def _step_heal(days: np.ndarray, amp: dict, onset_frac: float | None = None) -> np.ndarray: +def _step_heal( + days: np.ndarray, amp: dict, onset_frac: float | None = None +) -> np.ndarray: """A sharp drop at ~``onset_frac`` of the record with logarithmic partial heal.""" onset_frac = amp.get("onset_frac", 0.5) if onset_frac is None else onset_frac onset = onset_frac * float(days[-1]) @@ -136,8 +179,11 @@ def _motif_composite(days: np.ndarray, amp: dict) -> np.ndarray: return _step_heal(days, amp) + _motif_seasonal(days, amp) + trend -MOTIF = {"seasonal": _motif_seasonal, "transient": _motif_transient, - "composite": _motif_composite} +MOTIF = { + "seasonal": _motif_seasonal, + "transient": _motif_transient, + "composite": _motif_composite, +} # --------------------------------------------------------------------------- @@ -172,18 +218,48 @@ def _depth_bands(app: str) -> tuple[tuple[float, float], tuple[float, float]]: # spans volcano / fault / aquifer / glacier / reservoir at that difficulty. # --------------------------------------------------------------------------- GRADES = { - "easy": {"motif": "seasonal", "snr": (8.0, 12.0), "channels": 1, "decorr": 0.00, - "years": 3.0, "split": "validation", "rms_rel_tol": 0.35}, - "medium": {"motif": "transient", "snr": (3.0, 5.0), "channels": 1, "decorr": 0.05, - "years": 3.0, "split": "validation", "rms_rel_tol": 0.45}, - "hard": {"motif": "depth", "snr": (2.0, 4.0), "channels": 4, "decorr": 0.20, - "years": 2.5, "split": "test", "rms_rel_tol": 0.60}, + "easy": { + "motif": "seasonal", + "snr": (8.0, 12.0), + "channels": 1, + "decorr": 0.00, + "years": 3.0, + "split": "validation", + "rms_rel_tol": 0.35, + }, + "medium": { + "motif": "transient", + "snr": (3.0, 5.0), + "channels": 1, + "decorr": 0.05, + "years": 3.0, + "split": "validation", + "rms_rel_tol": 0.45, + }, + "hard": { + "motif": "depth", + "snr": (2.0, 4.0), + "channels": 4, + "decorr": 0.20, + "years": 2.5, + "split": "test", + "rms_rel_tol": 0.60, + }, } # 10 application slots per grade (the 6 applications, some repeated). -APP_CYCLE = ["volcano", "earthquake_fault", "landslide", "groundwater", - "cryosphere", "geothermal", "volcano", "groundwater", - "landslide", "earthquake_fault"] +APP_CYCLE = [ + "volcano", + "earthquake_fault", + "landslide", + "groundwater", + "cryosphere", + "geothermal", + "volcano", + "groundwater", + "landslide", + "earthquake_fault", +] _SEED_BASE = {"easy": 100, "medium": 200, "hard": 300} @@ -193,13 +269,20 @@ def _build_cases() -> list[dict]: for grade, spec in GRADES.items(): snr_lo, snr_hi = spec["snr"] for i, app in enumerate(APP_CYCLE): - snr = round(float(np.interp(i, [0, len(APP_CYCLE) - 1], [snr_hi, snr_lo])), 2) + snr = round( + float(np.interp(i, [0, len(APP_CYCLE) - 1], [snr_hi, snr_lo])), 2 + ) case = { "id": f"{grade}-{app}-{i + 1:02d}", - "grade": grade, "use_case": app, "motif": spec["motif"], - "snr": snr, "seed": _SEED_BASE[grade] + i, - "channels": spec["channels"], "decorr": spec["decorr"], - "years": spec["years"], "split": spec["split"], + "grade": grade, + "use_case": app, + "motif": spec["motif"], + "snr": snr, + "seed": _SEED_BASE[grade] + i, + "channels": spec["channels"], + "decorr": spec["decorr"], + "years": spec["years"], + "split": spec["split"], "rms_rel_tol": spec["rms_rel_tol"], } if grade == "hard": @@ -209,14 +292,18 @@ def _build_cases() -> list[dict]: target = "shallow" if i % 2 == 0 else "deep" case["two_layer"] = True case["target"] = target - case["config"] = {"band": shallow_band if target == "shallow" else deep_band} + case["config"] = { + "band": shallow_band if target == "shallow" else deep_band + } case["note"] = ( "The medium is depth-dependent: a shallow near-surface layer " "(coseismic drop + hydrological seasonal) sits above a deep layer " "(long-term trend). " - + ("You must resolve the SHALLOW near-surface response." - if target == "shallow" else - "You must resolve the DEEP long-term trend.") + + ( + "You must resolve the SHALLOW near-surface response." + if target == "shallow" + else "You must resolve the DEEP long-term trend." + ) + " The band selects the depth." ) cases.append(case) @@ -227,8 +314,11 @@ def _build_cases() -> list[dict]: # tests, tutorials and the paper figures. The full evaluation corpus is *hidden* # (see load_cases): its recipes carry secret `amp` truth parameters, so it cannot # be reconstructed from this source. -PUBLIC_SAMPLE_IDS = ("easy-volcano-01", "medium-earthquake_fault-02", - "hard-groundwater-04") +PUBLIC_SAMPLE_IDS = ( + "easy-volcano-01", + "medium-earthquake_fault-02", + "hard-groundwater-04", +) CASES_FILE = "cases.json" @@ -264,7 +354,7 @@ def representative_case(use_case: str, grade: str = "easy") -> str: for c in CASES: if c["use_case"] == key and c["grade"] == grade: return c["id"] - for c in CASES: # fall back to any grade + for c in CASES: # fall back to any grade if c["use_case"] == key: return c["id"] raise KeyError(f"no golden case for use case {use_case!r}") @@ -297,12 +387,18 @@ def _build(recipe: dict) -> dict: seed, snr = recipe["seed"], recipe["snr"] decorr = recipe.get("decorr", 0.0) nchan = int(recipe.get("channels", 1)) - amp = amp_for(recipe) # public table, or the case's secret override + amp = amp_for(recipe) # public table, or the case's secret override - t, coda0 = make_coda(maxlag_s=sp["maxlag_s"], fs=fs, band=gen, - t_coda_s=sp["t_coda_s"], seed=0) - out: dict = {"fs": fs, "days": days, "use_case": app, "grade": recipe["grade"], - "t": t} + t, coda0 = make_coda( + maxlag_s=sp["maxlag_s"], fs=fs, band=gen, t_coda_s=sp["t_coda_s"], seed=0 + ) + out: dict = { + "fs": fs, + "days": days, + "use_case": app, + "grade": recipe["grade"], + "t": t, + } if recipe.get("two_layer"): # Depth-dependent medium: shallow (high-freq) and deep (low-freq) layers, @@ -314,17 +410,38 @@ def _build(recipe: dict) -> dict: truth_deep = _truth_deep(days, amp) chans = [] for c in range(nchan): - _, cod_s = make_coda(maxlag_s=sp["maxlag_s"], fs=fs, band=shallow_band, - t_coda_s=sp["t_coda_s"], seed=2 * c) - _, cod_d = make_coda(maxlag_s=sp["maxlag_s"], fs=fs, band=deep_band, - t_coda_s=sp["t_coda_s"], seed=2 * c + 1) - chans.append(daily_ccfs(t, [cod_s, cod_d], [truth_shallow, truth_deep], - fs=fs, snr=snr, decorr=decorr, gen_band=gen, - seed=seed + 7 * c)) + _, cod_s = make_coda( + maxlag_s=sp["maxlag_s"], + fs=fs, + band=shallow_band, + t_coda_s=sp["t_coda_s"], + seed=2 * c, + ) + _, cod_d = make_coda( + maxlag_s=sp["maxlag_s"], + fs=fs, + band=deep_band, + t_coda_s=sp["t_coda_s"], + seed=2 * c + 1, + ) + chans.append( + daily_ccfs( + t, + [cod_s, cod_d], + [truth_shallow, truth_deep], + fs=fs, + snr=snr, + decorr=decorr, + gen_band=gen, + seed=seed + 7 * c, + ) + ) out["channels"] = np.stack(chans) out["ccfs"] = out["channels"].mean(axis=0) out["truth"] = truth_shallow if recipe["target"] == "shallow" else truth_deep - out["truth_other"] = truth_deep if recipe["target"] == "shallow" else truth_shallow + out["truth_other"] = ( + truth_deep if recipe["target"] == "shallow" else truth_shallow + ) return out truth = MOTIF[recipe["motif"]](days, amp) @@ -332,17 +449,35 @@ def _build(recipe: dict) -> dict: if nchan > 1: # Independent cross-component channels: distinct coda + distinct noise, # sharing the medium's truth. Measured per channel, aggregated later. - codas = [coda0] + [make_coda(maxlag_s=sp["maxlag_s"], fs=fs, band=gen, - t_coda_s=sp["t_coda_s"], seed=c)[1] - for c in range(1, nchan)] - chans = [daily_ccfs(t, [cod], [truth], fs=fs, snr=snr, decorr=decorr, - gen_band=gen, seed=seed + 7 * c) - for c, cod in enumerate(codas)] + codas = [coda0] + [ + make_coda( + maxlag_s=sp["maxlag_s"], + fs=fs, + band=gen, + t_coda_s=sp["t_coda_s"], + seed=c, + )[1] + for c in range(1, nchan) + ] + chans = [ + daily_ccfs( + t, + [cod], + [truth], + fs=fs, + snr=snr, + decorr=decorr, + gen_band=gen, + seed=seed + 7 * c, + ) + for c, cod in enumerate(codas) + ] out["channels"] = np.stack(chans) out["ccfs"] = out["channels"].mean(axis=0) # a 2D view for plotting else: - out["ccfs"] = daily_ccfs(t, [coda0], [truth], fs=fs, snr=snr, - decorr=decorr, gen_band=gen, seed=seed) + out["ccfs"] = daily_ccfs( + t, [coda0], [truth], fs=fs, snr=snr, decorr=decorr, gen_band=gen, seed=seed + ) return out @@ -356,8 +491,9 @@ def recover(d: dict, cfg: dict, eps_max: float): if "channels" in d and np.ndim(d["channels"]) == 3: per = [] for c in range(d["channels"].shape[0]): - dvv_c, val_c = run_pipeline(d["channels"][c], d["t"], d["fs"], cfg, - eps_max=eps_max) + dvv_c, val_c = run_pipeline( + d["channels"][c], d["t"], d["fs"], cfg, eps_max=eps_max + ) per.append(np.where(val_c, dvv_c, np.nan)) with warnings.catch_warnings(): warnings.simplefilter("ignore", RuntimeWarning) # all-NaN columns @@ -400,11 +536,15 @@ def generate(case_id: str, *, cache: bool = True) -> dict: CACHE_DIR.mkdir(parents=True, exist_ok=True) # Downcast the large CCF arrays to float32 to keep the cache small; the # lapse/day/truth axes stay float64. - payload = {"t": d["t"], "days": d["days"], "truth": d["truth"], - "ccfs": np.asarray(d["ccfs"], np.float32), - "fs": np.asarray(d["fs"]), - "use_case": np.asarray(d["use_case"]), - "grade": np.asarray(d["grade"])} + payload = { + "t": d["t"], + "days": d["days"], + "truth": d["truth"], + "ccfs": np.asarray(d["ccfs"], np.float32), + "fs": np.asarray(d["fs"]), + "use_case": np.asarray(d["use_case"]), + "grade": np.asarray(d["grade"]), + } if "channels" in d: payload["channels"] = np.asarray(d["channels"], np.float32) if "truth_other" in d: @@ -427,8 +567,9 @@ def observed(case_id: str, *, cache: bool = True) -> dict: ``generate()`` can simply return ``d["truth"]`` and score a perfect 1.0. Anything the agent touches should go through this function. """ - return {k: v for k, v in generate(case_id, cache=cache).items() - if k not in TRUTH_KEYS} + return { + k: v for k, v in generate(case_id, cache=cache).items() if k not in TRUTH_KEYS + } # --------------------------------------------------------------------------- @@ -468,8 +609,11 @@ def compute_metrics(case_id: str, data: dict | None = None) -> dict: cfg = uc.recommend(app, **recipe.get("config", {})) eps = uc.eps_max(app) dvv, valid = recover(d, cfg, eps) - res = {"config": _jsonable(cfg), "eps_max": eps, - "rms": _rms(dvv, d["truth"], d["days"], valid)} + res = { + "config": _jsonable(cfg), + "eps_max": eps, + "rms": _rms(dvv, d["truth"], d["days"], valid), + } if "truth_other" in d: # The error a config would incur by recovering the WRONG depth layer: # the "clearly wrong" anchor for scoring depth-band selection. @@ -485,24 +629,33 @@ def regenerate_manifest() -> dict: """Recompute every case's expected metrics and rewrite ``manifest.json``.""" cases = [] for c in CASES: - d = generate(c["id"], cache=False) # always from current code + d = generate(c["id"], cache=False) # always from current code m = compute_metrics(c["id"], d) entry = { - "id": c["id"], "grade": c["grade"], "use_case": c["use_case"], - "motif": c["motif"], "split": case_split(c), - "visibility": case_visibility(c), "years": c["years"], "snr": c["snr"], - "seed": c["seed"], "channels": c["channels"], "decorr": c["decorr"], - "rms_rel_tol": c["rms_rel_tol"], "n_days": int(len(d["days"])), + "id": c["id"], + "grade": c["grade"], + "use_case": c["use_case"], + "motif": c["motif"], + "split": case_split(c), + "visibility": case_visibility(c), + "years": c["years"], + "snr": c["snr"], + "seed": c["seed"], + "channels": c["channels"], + "decorr": c["decorr"], + "rms_rel_tol": c["rms_rel_tol"], + "n_days": int(len(d["days"])), "expected": m, } if c.get("two_layer"): entry["two_layer"] = True entry["target"] = c["target"] cases.append(entry) - print(f" {c['id']:<26} ch={c['channels']} snr={c['snr']:<4} " - f"rms={m['rms']:.5f}") - manifest = {"version": MANIFEST_VERSION, "grades": list(GRADES), - "cases": cases} + print( + f" {c['id']:<26} ch={c['channels']} snr={c['snr']:<4} " + f"rms={m['rms']:.5f}" + ) + manifest = {"version": MANIFEST_VERSION, "grades": list(GRADES), "cases": cases} DATA_DIR.mkdir(parents=True, exist_ok=True) MANIFEST.write_text(json.dumps(manifest, indent=2) + "\n") return manifest @@ -510,10 +663,9 @@ def regenerate_manifest() -> dict: def _manifest_is_current(manifest: dict) -> bool: """True if an on-disk manifest matches the current code (version + case ids).""" - return ( - manifest.get("version") == MANIFEST_VERSION - and [c["id"] for c in manifest.get("cases", [])] == [c["id"] for c in CASES] - ) + return manifest.get("version") == MANIFEST_VERSION and [ + c["id"] for c in manifest.get("cases", []) + ] == [c["id"] for c in CASES] def load_manifest() -> dict: @@ -559,8 +711,10 @@ def expected_metrics(case_id: str) -> dict: def main() -> int: - print(f"Regenerating golden manifest ({len(CASES)} cases, " - f"{len(GRADES)} grades) -> {MANIFEST}") + print( + f"Regenerating golden manifest ({len(CASES)} cases, " + f"{len(GRADES)} grades) -> {MANIFEST}" + ) regenerate_manifest() print("done.") return 0 diff --git a/src/codameter/synthetic_demo.py b/src/codameter/synthetic_demo.py index 5ecdf83..9c46e93 100644 --- a/src/codameter/synthetic_demo.py +++ b/src/codameter/synthetic_demo.py @@ -24,12 +24,20 @@ --------------- ``dv/v`` is the fractional velocity change. A velocity *decrease* (``dv/v < 0``) lengthens travel times, so the coda dilates to later lapse times: -a feature at reference lapse :math:`t` appears at :math:`t/(1+dv/v)`. The -recovered estimate uses the same convention, so a correct measurement returns +a feature at reference lapse :math:`t` appears at :math:`t/(1+dv/v)` on the +*current* waveform (equivalently, ``current(t) = reference(t*(1+dv/v))`` -- +this is exactly what :func:`impose_dvv` implements). The stretching +estimators (:func:`stretching_cc` and everything built on it) invert this by +resampling the *current* waveform at trial positions ``(1+eps)*t``, holding +the *reference* fixed, and converting the fitted stretch factor ``eps`` to +physical ``dv/v`` via the exact map ``dv/v = -eps/(1+eps)`` +(:func:`eps_to_dvv`) -- never the first-order ``dv/v ~= -eps`` alone, which +is only accurate to :math:`O(\mathrm{eps}^2)`. A correct measurement returns the imposed value (verified in :func:`_self_check`). """ from __future__ import annotations +import warnings from dataclasses import dataclass, field from pathlib import Path @@ -198,11 +206,18 @@ def impose_dvv(ref: np.ndarray, t: np.ndarray, dvv: float) -> np.ndarray: **Sign convention (physical dv/v)**: ``dvv`` is the fractional velocity change. A velocity *increase* (``dvv > 0``) shortens travel times, so a - feature at reference lapse ``tau`` appears at ``tau / (1 + dvv)`` — the - coda compresses toward zero lag. Equivalently - ``dvv = -epsilon / (1 + epsilon)`` where ``epsilon`` is the stretch - factor that maps the reference onto the current waveform (see - :func:`eps_to_dvv`; ``-epsilon`` alone is only first-order accurate). (Before v0.4.0 this function used the epsilon + feature at reference lapse ``tau`` appears at ``tau / (1 + dvv)`` on the + current waveform -- equivalently, ``current(t) = reference(t*(1+dvv))`` + for every ``t``, which is exactly the ``np.interp`` call below: the + output at time ``t`` is the reference sampled at ``t*(1+dvv)``. This is + the exact time-ratio relation implied by ``t_current/t_reference = + 1/(1+dvv)``, not a first-order approximation. + + The stretching estimators invert this relation the other way: they + resample the *current* waveform (not the reference) at trial positions + ``(1+eps)*t`` and recover ``dvv = -eps/(1+eps)`` exactly (see + :func:`stretching_cc`, :func:`eps_to_dvv`; ``-eps`` alone is only + first-order accurate). (Before v0.4.0 this function used the epsilon convention: positive argument meant coda dilation, i.e. a slowdown.) """ return np.interp(t * (1.0 + dvv), t, ref) @@ -335,6 +350,51 @@ def _window_mask( return (np.abs(t) >= w0) & (np.abs(t) <= w1) +def _stretch_window( + t: np.ndarray, + window: tuple[float, float], + eps_max: float, + branch: str = "both", +) -> tuple[np.ndarray, tuple[float, float]]: + """Window mask shared by every trial epsilon in a stretching search. + + The stretching estimators resample *current* at ``(1+eps)*t``; the query + point furthest from zero lag for a window ``[w0, w1]`` and trial range + ``[-eps_max, eps_max]`` is ``(1+eps_max)*w1``, reached at the largest + dilation. If that would fall outside ``t``'s recorded support, the + window's upper edge is shrunk (never silently extrapolated) to the + largest value that stays in-bounds for *every* trial epsilon, and a + ``UserWarning`` is raised naming the shrunk window. The same (w0, w1) is + then used to build the mask for the *entire* epsilon grid, so every + trial candidate is evaluated against an identical sample count -- a + changing valid-support size cannot spuriously change which epsilon + looks like the best-correlated one. + + Returns ``(sel, (w0, w1))``: ``sel`` is the boolean mask on ``t``, and + ``(w0, w1)`` is the (possibly shrunk) window actually used. + """ + w0, w1 = window + tmax = float(np.max(np.abs(t))) if t.size else 0.0 + safe_w1 = min(w1, tmax / (1.0 + eps_max)) if eps_max > -1.0 else w1 + if safe_w1 < w0: + raise ValueError( + f"window {window} cannot be evaluated for any trial epsilon up " + f"to eps_max={eps_max} within the trace's recorded support " + f"(max |t| = {tmax}); shrink eps_max/window or extend the trace." + ) + if safe_w1 < w1 - 1e-9: + warnings.warn( + f"coda window upper edge {w1:g} shrunk to {safe_w1:.6g} so every " + f"trial epsilon (|eps| <= {eps_max:g}) stays within the current " + "trace's recorded support (t_current = (1+eps)*t); no sample is " + "extrapolated. Pass a narrower window or a smaller eps_max to " + "silence this.", + stacklevel=3, + ) + w1 = safe_w1 + return _window_mask(t, (w0, w1), branch), (w0, w1) + + def _parabolic(y: np.ndarray, i: int) -> float: """Sub-sample peak offset (in index units) from a 3-point parabola fit.""" if i <= 0 or i >= len(y) - 1: @@ -359,6 +419,16 @@ def stretching_cc( ) -> tuple[np.ndarray, np.ndarray]: """The full correlation-coefficient image ``CC(epsilon, time)``. + For each trial ``epsilon`` the *current* waveform is resampled at + ``(1 + epsilon) * t`` and correlated against the unchanged, windowed + *reference* (:func:`eps_to_dvv` converts the fitted ``epsilon`` to + physical dv/v; reference stays fixed, never resampled). The coda window + is shrunk, with a loud warning, if needed so every trial in + ``[-eps_max, eps_max]`` stays within the current trace's recorded + support and no sample is silently extrapolated — see + :func:`_stretch_window`; the same window is then used for the whole + epsilon grid, so every candidate is scored on an identical sample count. + Returns ``(es, cc)`` where ``cc`` has shape ``[ndays, n_eps]`` — the object that aggregation workflows either reduce to a per-trace peak *before* averaging, or average *as images* before peak-picking (see @@ -369,25 +439,41 @@ def stretching_cc( because band-passing is linear and commutes with the linear stacking that builds references — see :func:`codameter.deviations.run_pipeline`). """ - cur_mat = np.atleast_2d(cur_mat) + cur_mat = np.atleast_2d(np.asarray(cur_mat, float)) + curf_full = cur_mat if prefiltered else bandpass(cur_mat, fs, *band) reff = ref if prefiltered else bandpass(ref, fs, *band) es = np.linspace(-eps_max, eps_max, n_eps) - sel = _window_mask(t, window, branch) - trials = np.stack([np.interp(t / (1.0 + e), t, reff)[sel] for e in es]) - trials = trials / (np.linalg.norm(trials, axis=1, keepdims=True) + 1e-12) - curf = (cur_mat if prefiltered else bandpass(cur_mat, fs, *band))[:, sel] - curf = curf / (np.linalg.norm(curf, axis=1, keepdims=True) + 1e-12) - return es, curf @ trials.T # [ndays, n_eps] + sel, _ = _stretch_window(t, window, eps_max, branch) + tsel = t[sel] + + refw = reff[sel] + refw = refw / (np.linalg.norm(refw) + 1e-12) + + cc = np.empty((curf_full.shape[0], n_eps)) + for ei, e in enumerate(es): + # Gather indices/weights of np.interp((1+e)*t, t, .) on the window, + # clamped at the grid ends exactly as np.interp clamps -- unreached + # in practice since _stretch_window keeps every trial in-bounds. + q = (1.0 + e) * tsel + j = np.clip(np.searchsorted(t, q, side="right") - 1, 0, t.size - 2) + w = np.clip((q - t[j]) / (t[j + 1] - t[j]), 0.0, 1.0) + trials = curf_full[:, j] * (1.0 - w) + curf_full[:, j + 1] * w + trials = trials / (np.linalg.norm(trials, axis=1, keepdims=True) + 1e-12) + cc[:, ei] = trials @ refw + return es, cc # [ndays, n_eps] def eps_to_dvv(eps): """Exact stretch-to-velocity map: ``dv/v = -eps / (1 + eps)``. - The stretching trial maps the reference through ``t / (1 + eps)``; the - physical change maps arrivals through ``t / (1 + dv/v)`` on the *current* - waveform. Matching the two gives ``1 + dv/v = 1 / (1 + eps)``. The - first-order ``dv/v = -eps`` is accurate to ~eps^2 (fine below 1%%), but - at landslide-scale changes (several %%) the quadratic term matters. + The stretching trial resamples the *current* waveform through + ``(1 + eps) * t``, holding the reference fixed (see :func:`stretching_cc`); + the physical change maps ``current(t) = reference(t * (1 + dv/v))``. + Matching the two trial-vs-physical forms gives ``1 + eps = 1 / (1 + dv/v)``, + i.e. ``dv/v = -eps / (1 + eps)`` exactly, for every ``eps``. The + first-order ``dv/v = -eps`` is accurate to ~eps^2 only (fine below 1%%), + but at landslide-scale changes (several %%) the quadratic term matters — + do not substitute it where the exact form is available. """ eps = np.asarray(eps, dtype=float) if np.any(eps <= -1.0): @@ -398,13 +484,31 @@ def eps_to_dvv(eps): return -eps / (1.0 + eps) +def dvv_to_epsilon(dvv): + """Exact velocity-to-stretch map: ``eps = -dv/v / (1 + dv/v)``. + + The inverse of :func:`eps_to_dvv` (``dvv_to_epsilon(eps_to_dvv(e)) == e`` + for every valid ``e``): given a desired physical ``dv/v``, this is the + trial stretch ``eps`` whose current-interpolated correlation peak, + :func:`eps_to_dvv`, would report that ``dv/v`` back exactly. + """ + dvv = np.asarray(dvv, dtype=float) + if np.any(dvv <= -1.0): + raise ValueError( + "dv/v <= -1 is unphysical (zero or negative velocity); got " + "min dv/v = " + str(float(np.min(dvv))) + ) + return -dvv / (1.0 + dvv) + + def peak_dvv(es: np.ndarray, cc: np.ndarray) -> tuple[np.ndarray, np.ndarray]: """Peak-pick a ``CC(epsilon, time)`` image → (dv/v per time, peak CC). Returns **physical dv/v** = ``-epsilon / (1 + epsilon)`` at the correlation peak (the exact map, :func:`eps_to_dvv`): the - grid ``es`` holds stretch factors (the trial maps the reference through - ``t / (1 + epsilon)``), and a coda that had to be *dilated* to match + grid ``es`` holds stretch factors (the trial resamples *current* through + ``(1 + epsilon) * t``, reference fixed — see :func:`stretching_cc`), and + a current waveform that had to be *dilated* to match the reference (``epsilon > 0``) means travel times lengthened, i.e. the velocity *dropped*. (Before v0.4.0 this returned epsilon itself, labeled dv/v.) """ @@ -495,12 +599,14 @@ def measure_stretching_trailing( Numerically equivalent (to float rounding, ~1e-15 in dv/v) to calling :func:`measure_stretching` day by day against - ``cur_mat[d - ref_days : d].mean(axis=0)``, but ~5x faster: the stretched - sample positions ``t / (1 + eps)`` are data-independent, so the - linear-interpolation gather indices and weights are computed once per - epsilon and applied to every day's band-passed trailing reference at once. - The trailing references are built as a difference of cumulative sums and - the band-pass runs over the whole matrix in one FFT. + ``cur_mat[d - ref_days : d].mean(axis=0)``, but ~5x faster: for each + trial epsilon the *current* trace is resampled at ``(1 + eps) * t`` + (reference fixed, as in :func:`stretching_cc`); since that query axis is + the same for every day, the linear-interpolation gather indices and + weights are computed once per epsilon and applied to every day's + band-passed current trace at once. The trailing references (fixed with + respect to epsilon) are built as a difference of cumulative sums and the + band-pass runs over the whole matrix in one FFT. Returns ``(dvv, cc)`` over the full length of ``cur_mat``; the ``ref_days`` warm-up epochs are NaN. @@ -518,24 +624,27 @@ def measure_stretching_trailing( refs = (head - tail) / float(ref_days) reffs = refs if prefiltered else bandpass(refs, fs, *band) - sel = _window_mask(t, window, branch) + sel, _ = _stretch_window(t, window, eps_max, branch) tsel = t[sel] + refw = reffs[:, sel] + refw = refw / (np.linalg.norm(refw, axis=1, keepdims=True) + 1e-12) + curf = ( cur_mat[ref_days:] if prefiltered else bandpass(cur_mat[ref_days:], fs, *band) - )[:, sel] - curf = curf / (np.linalg.norm(curf, axis=1, keepdims=True) + 1e-12) + ) es = np.linspace(-eps_max, eps_max, n_eps) cc_img = np.empty((ndays - ref_days, n_eps)) for ei, e in enumerate(es): - # Gather indices/weights of np.interp(t / (1 + e), t, .) on the window, - # clamped at the grid ends exactly as np.interp clamps. - q = tsel / (1.0 + e) + # Gather indices/weights of np.interp((1+e)*t, t, .) on the window, + # clamped at the grid ends exactly as np.interp clamps -- unreached + # in practice since _stretch_window keeps every trial in-bounds. + q = (1.0 + e) * tsel j = np.clip(np.searchsorted(t, q, side="right") - 1, 0, t.size - 2) w = np.clip((q - t[j]) / (t[j + 1] - t[j]), 0.0, 1.0) - trials = reffs[:, j] * (1.0 - w) + reffs[:, j + 1] * w + trials = curf[:, j] * (1.0 - w) + curf[:, j + 1] * w trials = trials / (np.linalg.norm(trials, axis=1, keepdims=True) + 1e-12) - cc_img[:, ei] = np.einsum("ij,ij->i", curf, trials) + cc_img[:, ei] = np.einsum("ij,ij->i", trials, refw) dvv[ref_days:], cc_peak[ref_days:] = peak_dvv(es, cc_img) return dvv, cc_peak @@ -805,28 +914,30 @@ def measure_wts( ) -> np.ndarray: """WTS dv/v: stretching applied per scale of the wavelet transform. - Each frequency row of the (real part of the) CWT is a narrow-band trace; the - stretch that best aligns current to reference is found per scale and pooled, - power-weighted (NoisePy ``wts_dvv``). Being a stretching variant it is robust - to large dv/v, like time-domain TS. + Each frequency row of the (real part of the) CWT is a narrow-band trace; + for each trial epsilon the *current* row is resampled at + ``(1 + eps) * t`` and correlated against the unchanged reference row + (reference fixed, as in :func:`stretching_cc`) -- the stretch that best + aligns them is found per scale and pooled, power-weighted (NoisePy + ``wts_dvv``). Being a stretching variant it is robust to large dv/v, + like time-domain TS. """ cur_mat = np.atleast_2d(cur_mat) - reg, tt, freqs, wsel = _cwt_setup(t, window, band, nfreq) + reg, tt, freqs, _ = _cwt_setup(t, window, band, nfreq) + wsel, _ = _stretch_window(tt, window, eps_max, branch="causal") Wref = _morlet_cwt(ref[reg], fs, freqs, w0).real + refbank = Wref[:, wsel] + refbank = refbank / (np.linalg.norm(refbank, axis=1, keepdims=True) + 1e-12) es = np.linspace(-eps_max, eps_max, n_eps) - banks = [] - for k in range(freqs.size): - trials = np.stack([np.interp(tt / (1.0 + e), tt, Wref[k])[wsel] for e in es]) - trials /= np.linalg.norm(trials, axis=1, keepdims=True) + 1e-12 - banks.append(trials) + ttsel = tt[wsel] out = np.full(cur_mat.shape[0], np.nan) for d in range(cur_mat.shape[0]): Wcur = _morlet_cwt(cur_mat[d, reg], fs, freqs, w0).real num = den = 0.0 for k in range(freqs.size): - seg = Wcur[k, wsel] - seg = seg / (np.linalg.norm(seg) + 1e-12) - cc = banks[k] @ seg + trials = np.stack([np.interp((1.0 + e) * ttsel, tt, Wcur[k]) for e in es]) + trials /= np.linalg.norm(trials, axis=1, keepdims=True) + 1e-12 + cc = trials @ refbank[k] i = int(np.argmax(cc)) wgt = np.linalg.norm(Wcur[k, wsel]) num += wgt * (es[i] + _parabolic(cc, i) * (es[1] - es[0])) @@ -1173,6 +1284,24 @@ def _yrs(days: np.ndarray) -> np.ndarray: return days / YEAR_D +def _boost_fonts(*axes, tick=13.0, label=15.0, title=16.0): + """Set explicit tick/label/title sizes on each axis. + + Figures are authored at a native size well above their final + ``\\includegraphics`` width in the manuscript (multi-panel figures need + the extra canvas width to avoid overlapping subplots), which shrinks + every point size by roughly (embed width / native width) once placed on + the page. The defaults here assume a substantial shrink and are picked + per call to land near a ~9.5 pt tick/legend and ~11-12 pt label/title on + the printed page; callers with a milder shrink pass smaller values. + """ + for ax in axes: + ax.tick_params(labelsize=tick) + ax.xaxis.label.set_size(label) + ax.yaxis.label.set_size(label) + ax.title.set_size(title) + + def _trailing_stack(ccfs: np.ndarray, k: int) -> np.ndarray: if k <= 1: return ccfs @@ -1289,7 +1418,7 @@ def fig_methods(seed: int = 11): kw.update(sub) recL[m] = measure(m, ccfs, s.ref, s.t, **kw) - fig, (axA, axB, axC) = plt.subplots(1, 3, figsize=(9.8, 3.6)) + fig, (axA, axB, axC) = plt.subplots(1, 3, figsize=(11.8, 4.9)) axA.plot([-0.5, 0.5], [-0.5, 0.5], color="0.6", lw=1, ls=":", label="1:1 (truth)") for m in METHODS: col, ls = _MSTYLE[m] @@ -1308,7 +1437,6 @@ def fig_methods(seed: int = 11): ylabel="recovered dv/v (%)", title="(a) clean, small dv/v", ) - axA.legend(loc="upper left", fontsize=8, ncol=2) axB.plot([-5, 5], [-5, 5], color="0.6", lw=1, ls=":", label="1:1 (truth)") for m in METHODS: col, ls = _MSTYLE[m] @@ -1326,8 +1454,9 @@ def fig_methods(seed: int = 11): ylabel="recovered dv/v (%)", title="(b) clean, $\\pm 5\\,\\%$ sweep", ) - axB.legend(loc="upper left", fontsize=7.5, ncol=2) - axC.plot(_yrs(days), truth * PCT, color=C["truth"], lw=2.6, label="truth") + axC.plot( + _yrs(days), truth * PCT, color=C["truth"], lw=2.6, label="truth (landslide)" + ) for m in METHODS: col, ls = _MSTYLE[m] axC.plot( @@ -1338,8 +1467,24 @@ def fig_methods(seed: int = 11): ylabel="dv/v (%)", title="(c) large dv/v — MWCS cycle-skips", ) - axC.legend(loc="lower left", fontsize=8, ncol=2) - fig.tight_layout() + # One shared legend for all three panels (they plot the same 9 series) — + # per-panel legends at a legible size would cover the data in a figure + # this dense. + handles, labels = axA.get_legend_handles_labels() + h2, l2 = axC.get_legend_handles_labels() + handles.append(h2[0]) + labels.append(l2[0]) + fig.legend( + handles, + labels, + loc="lower center", + bbox_to_anchor=(0.5, -0.08), + ncol=5, + fontsize=15, + frameon=False, + ) + _boost_fonts(axA, axB, axC, tick=15, label=17, title=18) + fig.tight_layout(rect=(0, 0.1, 1, 1)) return fig @@ -1389,7 +1534,7 @@ def fig_aggregation(seed: int = 88): # context, not the point, so they are allowed to clip at the edges. ylim = (-1.4, 1.4) - fig, (axA, axB) = plt.subplots(1, 2, figsize=(6.9, 3.6)) + fig, (axA, axB) = plt.subplots(1, 2, figsize=(8.6, 4.4)) for d in dvv_c: axA.plot(_yrs(days), d * PCT, color="0.8", lw=0.4) axA.plot( @@ -1431,7 +1576,7 @@ def fig_aggregation(seed: int = 88): ylim=ylim, title="(a) Component aggregation: three recipes", ) - leg = axA.legend(loc="lower left", fontsize=7.5, frameon=True) + leg = axA.legend(loc="lower left", fontsize=13, frameon=True) leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") extent = [_yrs(days)[0], _yrs(days)[-1], es[0] * PCT, es[-1] * PCT] im = axB.imshow( @@ -1443,7 +1588,8 @@ def fig_aggregation(seed: int = 88): vmin=0, ) cbar = fig.colorbar(im, ax=axB, pad=0.02) - cbar.set_label("coherence CC (dark = high)") + cbar.set_label("coherence CC (dark = high)", fontsize=15) + cbar.ax.tick_params(labelsize=13) axB.plot(_yrs(days), B * PCT, color="white", lw=1.2, label="peak of mean CC (B)") axB.plot(_yrs(days), truth * PCT, color="black", lw=1.0, ls="--", label="truth") axB.set( @@ -1452,7 +1598,8 @@ def fig_aggregation(seed: int = 88): ylim=ylim, title="(b) averaged CC(dv/v, t) image (B)", ) - axB.legend(loc="upper right", fontsize=8) + axB.legend(loc="upper right", fontsize=13) + _boost_fonts(axA, axB, tick=13, label=15, title=16) fig.tight_layout() return fig @@ -1539,7 +1686,7 @@ def fig_uncertainty(seed: int = 123): ] yr = _yrs(days) - fig, (axA, axB) = plt.subplots(1, 2, figsize=(6.9, 3.6)) + fig, (axA, axB) = plt.subplots(1, 2, figsize=(8.6, 4.4)) axA.plot(yr, truth * PCT, color=C["truth"], lw=2.4, label="network truth") for key, col, lab in schemes: m, sg = R[key]["dvv"], R[key]["sigma"] @@ -1553,7 +1700,8 @@ def fig_uncertainty(seed: int = 123): ylim=(-0.35, 0.3), title="(a) same mean, different error bands", ) - axA.legend(loc="lower left", fontsize=8) + leg = axA.legend(loc="lower left", fontsize=13, frameon=True) + leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") meds = {} for key, col, lab in schemes: sg = R[key]["sigma"] * PCT @@ -1565,7 +1713,9 @@ def fig_uncertainty(seed: int = 123): ylabel=r"reported 1$\sigma$ on dv/v (%)", title=f"(b) the error bar is a choice (≈{ratio:.1f}× range)", ) - axB.legend(loc="upper left", fontsize=8) + leg = axB.legend(loc="upper left", fontsize=13, frameon=True) + leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") + _boost_fonts(axA, axB, tick=13, label=15, title=15.5) fig.tight_layout() return fig @@ -1592,7 +1742,7 @@ def fig_network_pairs(seed: int = 123): pair_dvv, pair_snr = R["pair_dvv"], R["pair_snr"] yr = _yrs(days) - fig, ax = plt.subplots(figsize=(6.0, 4.0)) + fig, ax = plt.subplots(figsize=(7.2, 4.8)) order = np.argsort(-pair_snr) # best SNR first, for a readable legend/colour ramp cmap = plt.get_cmap("viridis") for rank, p in enumerate(order): @@ -1613,86 +1763,60 @@ def fig_network_pairs(seed: int = 123): cmap=cmap, norm=Normalize(vmin=pair_snr.min(), vmax=pair_snr.max()) ) cbar = fig.colorbar(sm, ax=ax, pad=0.02) - cbar.set_label("pair SNR") + cbar.set_label("pair SNR", fontsize=16) + cbar.ax.tick_params(labelsize=14) ax.set( xlabel="time (years)", ylabel="dv/v (%)", title="Individual station-pair dv/v -- wider than the network error bar", ) - ax.legend(loc="lower left", fontsize=8.5) + ax.legend(loc="lower left", fontsize=14) + _boost_fonts(ax, tick=14, label=16, title=17) fig.tight_layout() return fig def fig_window_band(seed: int = 66): """Coda window must scale with frequency band: a fixed late window is full of - signal at low frequency but pure noise at high frequency.""" + signal at low frequency but pure noise at high frequency. + + Single panel by design -- embedded as one quadrant of Fig. fig:params + alongside three other single-panel figures, so it needs to match their + footprint. The companion dv/v-recovery comparison this used to carry as a + second panel is covered more rigorously (RMS against a known truth, three + bands) by the dedicated :func:`fig_window_envelope` figure. + """ import matplotlib.pyplot as plt s = Synth() tf, cf = make_freqdep_coda(fs=s.fs, seed=2) - days = _days(2.0) - truth = _seasonal(days, 0.0015, 60) - 0.0008 * days / days[-1] - ccfs = daily_ccfs( - tf, [cf], [truth], fs=s.fs, snr=15.0, gen_band=(0.2, 8.0), seed=seed - ) lowb, hib = (0.3, 0.8), (3.0, 6.0) fixed_w, adapt_w = (20.0, 40.0), (3.0, 12.0) - hi_fixed, _ = measure_stretching(ccfs, cf, tf, band=hib, fs=s.fs, window=fixed_w) - hi_adapt, _ = measure_stretching(ccfs, cf, tf, band=hib, fs=s.fs, window=adapt_w) env_lo = _envelope(bandpass(cf, s.fs, *lowb), s.fs) env_hi = _envelope(bandpass(cf, s.fs, *hib), s.fs) norm = env_lo.max() floor = env_lo[(np.abs(tf) > 45)].mean() / norm # late-lapse noise proxy - fig, (axA, axB) = plt.subplots(1, 2, figsize=(6.9, 3.6)) + fig, ax = plt.subplots(figsize=(4.2, 3.1)) m = tf >= 0 - axA.semilogy( - tf[m], env_lo[m] / norm, color=C["alt"], lw=1.5, label="low band 0.3–0.8 Hz" + ax.semilogy(tf[m], env_lo[m] / norm, color=C["alt"], lw=1.5, label="low band") + ax.semilogy( + tf[m], env_hi[m] / norm, color=C["groundwater"], lw=1.5, label="high band" ) - axA.semilogy( - tf[m], - env_hi[m] / norm, - color=C["groundwater"], - lw=1.5, - label="high band 3–6 Hz", - ) - axA.axhline(max(floor, 1e-3), color="0.5", ls=":", lw=1, label="noise floor") - axA.axvspan(*fixed_w, color=C["bad"], alpha=0.15, lw=0) - axA.axvspan(*adapt_w, color=C["groundwater"], alpha=0.12, lw=0) - axA.set( + ax.axhline(max(floor, 1e-3), color="0.5", ls=":", lw=1, label="noise floor") + ax.axvspan(*fixed_w, color=C["bad"], alpha=0.15, lw=0) + ax.axvspan(*adapt_w, color=C["groundwater"], alpha=0.12, lw=0) + ax.set( xlabel="lapse time (s)", ylabel="coda envelope (norm.)", ylim=(1e-3, 2), - title="(a) high-frequency coda decays first", - ) - axA.legend(loc="upper right", fontsize=8.5) - axA.text(30, 1.1e-3, "fixed 20–40 s\n= noise here", color=C["bad"], fontsize=8) - axB.plot(_yrs(days), truth * PCT, color=C["truth"], lw=2.4, label="truth") - axB.plot( - _yrs(days), - hi_fixed * PCT, - color=C["bad"], - lw=1.0, - alpha=0.9, - label="high band, fixed 20–40 s window", - ) - axB.plot( - _yrs(days), - hi_adapt * PCT, - color=C["groundwater"], - lw=1.0, - alpha=0.9, - label="high band, adapted 3–12 s window", - ) - axB.set( - xlabel="time (years)", - ylabel="dv/v (%)", - title="(b) low-band window at high band -> noise", + title="High-frequency coda\ndecays first", ) - leg = axB.legend(loc="lower left", fontsize=8.5, frameon=True) + leg = ax.legend(loc="upper right", fontsize=12, frameon=True) leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") + ax.text(28, 1.4e-3, "fixed 20–40 s\n= noise here", color=C["bad"], fontsize=11) + _boost_fonts(ax, tick=12, label=13.5, title=14) fig.tight_layout() return fig @@ -1727,7 +1851,7 @@ def fig_window_envelope(seed: int = 71): truth = _seasonal(days, 0.0015, 60) windows, rms_fixed, rms_adapt = [], [], [] - fig, (axA, axB) = plt.subplots(1, 2, figsize=(6.9, 3.6)) + fig, (axA, axB) = plt.subplots(1, 2, figsize=(8.6, 4.6)) m = tf >= 0 for band, lab, col in zip(bands, band_labels, band_cols, strict=True): t1, t2 = coda_window_from_envelope(tf, ref_stack, fs, band) @@ -1753,7 +1877,7 @@ def fig_window_envelope(seed: int = 71): ylim=(1e-3, 2), title="(a) window shrinks with frequency", ) - axA.legend(loc="upper right", fontsize=8) + axA.legend(loc="upper right", fontsize=13) x = np.arange(len(bands)) w = 0.35 @@ -1774,8 +1898,9 @@ def fig_window_envelope(seed: int = 71): ylabel="RMS error vs truth (dv/v, %, log)", title="(b) fixed window fails at high band", ) - axB.tick_params(axis="x", labelsize=7.5, rotation=15) - axB.legend(loc="upper left", fontsize=8) + axB.tick_params(axis="x", labelsize=13, rotation=15) + axB.legend(loc="upper left", fontsize=13) + _boost_fonts(axA, axB, tick=13, label=15, title=16) fig.tight_layout() return fig @@ -1789,7 +1914,7 @@ def fig_stacking(seed: int = 22): truth = earthquake_truth(days) ccfs = daily_ccfs(s.t, [s.ref], [truth], fs=s.fs, snr=4.0, seed=seed) band, window = (0.5, 2.0), (8.0, 40.0) - fig, ax = plt.subplots(figsize=(5.8, 3.8)) + fig, ax = plt.subplots(figsize=(4.0, 3.0)) ax.plot(_yrs(days), truth * PCT, color=C["truth"], lw=2.4, label="ground truth") for k, col in [(1, C["bad"]), (10, C["earthquake"]), (45, C["alt"])]: rec, _ = measure_stretching( @@ -1803,7 +1928,9 @@ def fig_stacking(seed: int = 22): ylabel="dv/v (%)", title="Stack length trades noise vs coseismic-step sharpness", ) - ax.legend(loc="lower left") + leg = ax.legend(loc="lower left", fontsize=12, frameon=True) + leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") + _boost_fonts(ax, tick=12, label=14, title=14.5) fig.tight_layout() return fig @@ -1827,7 +1954,7 @@ def fig_reference(seed: int = 33): rec_inv = measure_inversion( ccfs, s.t, band=band, fs=s.fs, window=window, block_days=10 ) - fig, ax = plt.subplots(figsize=(5.8, 3.8)) + fig, ax = plt.subplots(figsize=(4.0, 3.0)) ax.plot(_yrs(days), truth * PCT, color=C["truth"], lw=2.4, label="ground truth") ax.plot( _yrs(days), @@ -1835,21 +1962,21 @@ def fig_reference(seed: int = 33): color="0.6", lw=0.9, alpha=0.8, - label="total-stack reference (noisy)", + label="fixed reference", ) ax.plot( _yrs(days), rec_move * PCT, color=C["bad"], lw=1.4, - label="60-day moving reference (trend erased)", + label="60-day moving ref.", ) ax.plot( _yrs(days), rec_inv * PCT, color=C["groundwater"], lw=1.8, - label="Brenguier 2014 inversion (keeps trend)", + label="joint inversion", ) ax.axvline(2.0, color="0.6", ls="--", lw=1) ax.set( @@ -1857,7 +1984,9 @@ def fig_reference(seed: int = 33): ylabel="dv/v (%)", title="Reference strategy: moving reference erases the trend", ) - ax.legend(loc="lower left", fontsize=8.5) + leg = ax.legend(loc="lower left", fontsize=12, frameon=True) + leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") + _boost_fonts(ax, tick=12, label=14, title=13.5) fig.tight_layout() return fig @@ -1903,7 +2032,8 @@ def fig_artifacts(seed: int = 77): ylabel="apparent dv/v (%)", title="(a) clock drift splits the branches", ) - axA.legend(loc="upper left", fontsize=8.5) + leg = axA.legend(loc="upper left", fontsize=10.5, frameon=True) + leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") axB.plot(_yrs(days2), truth2 * PCT, color=C["truth"], lw=2.2, label="truth") axB.plot( _yrs(days2), @@ -1926,8 +2056,9 @@ def fig_artifacts(seed: int = 77): ylabel="dv/v (%)", title="(b) late-coda noise -> spurious cycle", ) - leg = axB.legend(loc="lower left", fontsize=8.5, frameon=True) + leg = axB.legend(loc="lower left", fontsize=10.5, frameon=True) leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") + _boost_fonts(axA, axB, tick=10.5, label=12, title=13) fig.tight_layout() return fig @@ -1956,13 +2087,13 @@ def fig_frequency_depth(seed: int = 44): rec_lo, _ = measure_stretching( ccfs, ref_lo + ref_hi, s.t, band=(0.2, 0.8), fs=s.fs, window=(12.0, 45.0) ) - fig, ax = plt.subplots(figsize=(5.8, 3.8)) + fig, ax = plt.subplots(figsize=(4.6, 3.4)) ax.plot( _yrs(days), shallow * PCT, color=C["truth"], lw=2.2, - label="truth — shallow (seasonal)", + label="truth: shallow", ) ax.plot( _yrs(days), @@ -1970,7 +2101,7 @@ def fig_frequency_depth(seed: int = 44): color="0.55", lw=2.2, ls="--", - label="truth — deep (drought trend)", + label="truth: deep", ) ax.plot( _yrs(days), @@ -1978,7 +2109,7 @@ def fig_frequency_depth(seed: int = 44): color=C["groundwater"], lw=1.4, alpha=0.9, - label="high band 1.5-6 Hz -> shallow", + label="high band -> shallow", ) ax.plot( _yrs(days), @@ -1986,14 +2117,257 @@ def fig_frequency_depth(seed: int = 44): color=C["alt"], lw=1.4, alpha=0.9, - label="low band 0.2-0.8 Hz -> deep", + label="low band -> deep", ) ax.set( xlabel="time (years)", ylabel="dv/v (%)", - title="Frequency band selects depth — and a different signal", + title="Frequency band selects depth,\nand a different signal", ) - ax.legend(loc="lower left", ncol=2, fontsize=8.5) + leg = ax.legend(loc="lower left", ncol=2, fontsize=11, frameon=True) + leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") + _boost_fonts(ax, tick=12, label=14, title=13.5) + fig.tight_layout() + return fig + + +def fig_band_sensitivity(seed: int = 141): + """Frequency band: RMS against truth as a continuous function of band mismatch. + + Reuses the two-layer groundwater synthetic of :func:`fig_frequency_depth` + (same ccfs, same components) but instead of the two named "shallow" vs + "deep" bands, sweeps the recovery band's center frequency continuously + across and past the true deep-layer band (0.2-0.8 Hz, center 0.5 Hz, + width 0.6 Hz held fixed) and scores each against the deep-layer truth -- + a dose-response curve instead of a single matched/mismatched anecdote. + """ + s = Synth() + days = _days(3.0) + shallow, deep = groundwater_truth(days) + _, ref_lo = make_coda(maxlag_s=s.maxlag_s, fs=s.fs, band=(0.2, 0.8), seed=4) + _, ref_hi = make_coda(maxlag_s=s.maxlag_s, fs=s.fs, band=(1.5, 6.0), seed=5) + ccfs = daily_ccfs( + s.t, + [ref_lo, ref_hi], + [deep, shallow], + fs=s.fs, + snr=12.0, + gen_band=(0.1, 8.0), + seed=seed, + ) + true_center, half_width, window = 0.5, 0.3, (12.0, 45.0) + centers = np.array([0.35, 0.5, 0.65, 0.8, 1.0, 1.25, 1.5, 1.75, 2.0]) + rms = np.empty_like(centers) + for i, c in enumerate(centers): + band = (max(0.05, c - half_width), c + half_width) + rec, _ = measure_stretching( + ccfs, ref_lo + ref_hi, s.t, band=band, fs=s.fs, window=window + ) + v = np.isfinite(rec) + rms[i] = float(np.sqrt(np.mean((rec[v] - deep[v]) ** 2))) * PCT + + import matplotlib.pyplot as plt + + fig, ax = plt.subplots(figsize=(6.6, 4.3)) + ax.plot(centers - true_center, rms, "o-", color=C["groundwater"], lw=2.2, ms=7) + ax.axvline(0, color="0.6", ls="--", lw=1.2, label="true band center") + ax.set( + xlabel=r"band-center offset from the true band, $\Delta f$ (Hz)", + ylabel="RMS error vs truth (dv/v, %)", + title="RMS is flat within the layer's band, then rises sharply past its edge", + ) + _boost_fonts(ax, tick=14, label=16, title=17.5) + ax.legend(fontsize=14) + fig.tight_layout() + return fig + + +def fig_reference_schemes(seed: int = 142): + """Reference construction: five named schemes, plus a continuous + moving-reference length sweep, on the volcano synthetic. + + Compares a reference built from the beginning, the end, or the whole of + the pre-eruptive record, a moving (trailing) reference, and no reference + at all (Brenguier et al. 2014-style joint inversion). Reports both the + whole-record RMS and the RMS restricted to the pre-eruptive ramp (the + slow trend this axis is really about preserving or erasing). + """ + s = Synth() + days = _days(3.0) + truth = volcano_truth(days) + ccfs = daily_ccfs(s.t, [s.ref], [truth], fs=s.fs, snr=6.0, seed=seed) + band, window = (0.5, 2.0), (8.0, 40.0) + erupt = int(2.0 * YEAR_D) + n_edge = int(0.15 * erupt) # beginning/end reference: earliest/latest 15% + ramp_sel = (days >= erupt - 200) & (days < erupt) + + def _rms(rec, sel=None): + m = np.isfinite(rec) + if sel is not None: + m = m & sel + return float(np.sqrt(np.mean((rec[m] - truth[m]) ** 2))) * PCT + + schemes: dict[str, np.ndarray] = {} + rec, _ = measure_stretching( + ccfs, ccfs[:n_edge].mean(axis=0), s.t, band=band, fs=s.fs, window=window + ) + schemes["beginning\n(15%)"] = rec + rec, _ = measure_stretching( + ccfs, + ccfs[erupt - n_edge : erupt].mean(axis=0), + s.t, + band=band, + fs=s.fs, + window=window, + ) + schemes["end\n(15%)"] = rec + rec, _ = measure_stretching( + ccfs, ccfs[:erupt].mean(axis=0), s.t, band=band, fs=s.fs, window=window + ) + schemes["whole"] = rec + schemes["moving\n(60 d)"] = measure_stretching_moving( + ccfs, s.t, band=band, fs=s.fs, window=window, ref_days=60 + ) + schemes["no ref.\n(inversion)"] = measure_inversion( + ccfs, s.t, band=band, fs=s.fs, window=window, block_days=10 + ) + + names = list(schemes) + rms_whole = [_rms(schemes[n]) for n in names] + rms_ramp = [_rms(schemes[n], ramp_sel) for n in names] + + ref_days_grid = np.array([10, 20, 30, 45, 60, 90, 120, 180, 240]) + rms_moving = np.array( + [ + _rms( + measure_stretching_moving( + ccfs, s.t, band=band, fs=s.fs, window=window, ref_days=int(rd) + ) + ) + for rd in ref_days_grid + ] + ) + + import matplotlib.pyplot as plt + + fig, (axA, axB) = plt.subplots(1, 2, figsize=(10.6, 4.9)) + x = np.arange(len(names)) + w = 0.38 + axA.bar(x - w / 2, rms_whole, width=w, color=C["alt"], label="whole record") + axA.bar( + x + w / 2, rms_ramp, width=w, color=C["bad"], label="pre-eruptive ramp only" + ) + axA.set_yscale("log") + axA.set( + xticks=x, + ylabel="RMS error vs truth (dv/v, %, log)", + title="(a) five reference schemes", + ) + axA.set_xticklabels(names, fontsize=16) + axA.tick_params(axis="y", labelsize=16) + axA.yaxis.label.set_size(18) + axA.title.set_size(20) + lo, hi = axA.get_ylim() + axA.set_ylim(lo, hi * 2.8) # headroom so the legend clears the tallest bars + axA.legend(fontsize=16, loc="upper left") + + axB.plot(ref_days_grid, rms_moving, "o-", color=C["bad"], lw=2.2, ms=6) + axB.axhline( + rms_whole[names.index("whole")], + color="0.55", + ls="--", + lw=1.2, + label="whole-record reference", + ) + axB.set( + xlabel="moving-reference length (days)", + ylabel="RMS error vs truth (dv/v, %)", + title="(b) a longer trailing window helps,\nbut never converges", + ) + _boost_fonts(axB, tick=16, label=18, title=20) + axB.legend(fontsize=16) + fig.tight_layout() + return fig + + +def fig_stack_coherence(seed: int = 143): + """Substacking: the practitioner's actual stopping rule -- stack until the + coda's coherence (correlation coefficient) crosses a working threshold -- + rather than an arbitrary day count. Uses the same CC-gate threshold + (0.6) already hardcoded in :func:`codameter.deviations.run_pipeline`. + + Two SNR levels on the earthquake synthetic: a poor, coherence-limited + deployment (snr=0.5) versus the paper's own noisy-but-workable baseline + (snr=4.0, the same value :func:`fig_stacking` uses). + """ + s = Synth() + days = _days(3.0) + truth = earthquake_truth(days) + band, window = (0.5, 2.0), (8.0, 40.0) + eq = int(1.5 * YEAR_D) + stack_days = np.array([1, 2, 3, 5, 7, 10, 14, 21, 30, 45, 60]) + cc_threshold = 0.6 + + def _step_bias(dvv, valid): + pre = (days < eq) & (days > eq - 120) & valid + post = (days >= eq) & (days < eq + 120) & valid + if pre.sum() < 3 or post.sum() < 3: + return np.nan + rec_drop = np.nanmin(dvv[post]) - np.nanmedian(dvv[pre]) + true_drop = np.nanmin(truth[post]) - np.nanmedian(truth[pre]) + return float(rec_drop - true_drop) + + import matplotlib.pyplot as plt + + fig, (axA, axB) = plt.subplots(1, 2, figsize=(11.0, 5.0)) + for snr, col, lab in [ + (0.5, C["bad"], "SNR 0.5 (poor)"), + (4.0, C["earthquake"], "SNR 4 (workable)"), + ]: + ccfs = daily_ccfs(s.t, [s.ref], [truth], fs=s.fs, snr=snr, seed=seed) + med_cc, rms, bias = [], [], [] + for k in stack_days: + rec, cc = measure_stretching( + _trailing_stack(ccfs, int(k)), + s.ref, + s.t, + band=band, + fs=s.fs, + window=window, + ) + v = np.isfinite(rec) + med_cc.append(float(np.nanmedian(cc[v]))) + rms.append(float(np.sqrt(np.mean((rec[v] - truth[v]) ** 2))) * PCT) + bias.append(_step_bias(rec, v) * PCT) + axA.plot(stack_days, med_cc, "o-", color=col, lw=2.2, ms=6, label=lab) + axB.plot(stack_days, rms, "o-", color=col, lw=2.2, ms=6, label=f"{lab}: RMS") + axB.plot( + stack_days, + np.abs(bias), + "s--", + color=col, + lw=1.6, + ms=5, + alpha=0.8, + label=f"{lab}: |bias|", + ) + axA.axhline(cc_threshold, color="0.35", ls="--", lw=1.4, label="CC gate (0.6)") + axA.set( + xlabel="stack length (days)", + ylabel="median stretching CC", + title="(a) coherence rises with stack length", + ) + leg = axA.legend(fontsize=16, loc="lower right", frameon=True) + leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") + axB.set_yscale("log") + axB.set( + xlabel="stack length (days)", + ylabel="dv/v error (%, log)", + title="(b) noise floor vs step-smearing tradeoff", + ) + leg = axB.legend(fontsize=14, loc="lower left", ncol=1, frameon=True) + leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") + _boost_fonts(axA, axB, tick=16, label=18, title=20) fig.tight_layout() return fig @@ -2154,7 +2528,7 @@ def fig_branch_asymmetry(seed: int = 131): yr, truth_c * PCT, color=C["truth"], lw=2.2, ls="--", label="truth (structural)" ) axA.set(xlabel="time (years)", ylabel="dv/v (%)", title="(a) one-sided change") - leg = axA.legend(loc="lower left", fontsize=7.5, frameon=True) + leg = axA.legend(loc="lower left", fontsize=10.5, frameon=True) leg.get_frame().set(facecolor="white", alpha=0.9, edgecolor="0.7") axB.axhline( @@ -2180,7 +2554,8 @@ def fig_branch_asymmetry(seed: int = 131): ) axB.set_xticks(snrs) axB.set_xticklabels([f"{v:g}" for v in snrs]) - axB.legend(loc="lower right", fontsize=8) + axB.legend(loc="lower right", fontsize=10.5) + _boost_fonts(axA, axB, tick=10.5, label=12, title=13) fig.tight_layout() return fig @@ -2198,6 +2573,9 @@ def fig_branch_asymmetry(seed: int = 131): "demo_8_artifacts": fig_artifacts, "demo_9_multiverse": fig_multiverse, "demo_13_branch_asymmetry": fig_branch_asymmetry, + "demo_16_band_sensitivity": fig_band_sensitivity, + "demo_17_reference_schemes": fig_reference_schemes, + "demo_18_stack_coherence": fig_stack_coherence, } diff --git a/src/codameter/uq_bayes.py b/src/codameter/uq_bayes.py index d202852..00c9004 100644 --- a/src/codameter/uq_bayes.py +++ b/src/codameter/uq_bayes.py @@ -403,17 +403,17 @@ def _build_bayes(seed: int = 55, cadence: int = 4): def _fig_bayes(res, run): import matplotlib.pyplot as plt - from .synthetic_demo import YEAR_D, C + from .synthetic_demo import YEAR_D, C, _boost_fonts yrs = res.times_days / YEAR_D truth = run.truth sd_cd = np.sqrt(np.diag(res.Cd)) sd_post = np.sqrt(np.diag(res.mu_cov)) - fig = plt.figure(figsize=(7.2, 3.0), layout="constrained") - gs = fig.add_gridspec(1, 3, width_ratios=[1.5, 1.0, 1.1]) + fig = plt.figure(figsize=(7.2, 5.6), layout="constrained") + gs = fig.add_gridspec(2, 2, height_ratios=[1.0, 1.0]) # (a) ensemble + posterior + the two bands. - ax0 = fig.add_subplot(gs[0]) + ax0 = fig.add_subplot(gs[0, 0]) for k in range(run.members.shape[0]): ax0.plot(yrs, run.members[k] * 100, lw=0.5, color="0.7", alpha=0.6) if truth is not None: @@ -439,7 +439,7 @@ def _fig_bayes(res, run): ax0.plot(yrs, res.mu_mean * 100, color=C["alt"], lw=1.5, label="posterior mean") ax0.set(xlabel="time (years)", ylabel="dv/v (%)", title="(a) Ensemble to posterior") ax0.legend( - fontsize=7.5, + fontsize=11, loc="lower left", frameon=True, facecolor="white", @@ -448,7 +448,7 @@ def _fig_bayes(res, run): ) # (b) the data covariance matrix. - ax1 = fig.add_subplot(gs[1]) + ax1 = fig.add_subplot(gs[0, 1]) vmax = float(np.percentile(np.diag(res.Cd), 85)) # robust to the warm-up spike im = ax1.imshow( res.Cd, @@ -465,14 +465,17 @@ def _fig_bayes(res, run): 0.92, f"corr. length {res.corr_length_days:.0f} d", transform=ax1.transAxes, - fontsize=8, + fontsize=11, color="white", va="top", ) - fig.colorbar(im, ax=ax1, fraction=0.046) + cbar1 = fig.colorbar(im, ax=ax1, fraction=0.046) + cbar1.ax.tick_params(labelsize=11) # (c) time-dependent sigma_d(t) and the effective-sample-size collapse. - ax2 = fig.add_subplot(gs[2]) + # Full width on its own row: it carries four legend entries and was too + # horizontally squeezed sharing a row with (a) and (b). + ax2 = fig.add_subplot(gs[1, :]) ax2.plot( yrs, sd_cd * 100, color=C["volcano"], lw=1.6, label=r"$\sigma_d(t)$ (total)" ) @@ -489,7 +492,8 @@ def _fig_bayes(res, run): ylabel=r"$\sigma$ (dv/v, %)", title=f"(c) time-dependent error; " f"$N_{{eff}}$={res.n_eff:.0f}/{len(yrs)}", ) - ax2.legend(fontsize=7.5) + ax2.legend(fontsize=11) + _boost_fonts(ax0, ax1, ax2, tick=11, label=12, title=13.5) return fig diff --git a/tests/data/golden/manifest.json b/tests/data/golden/manifest.json index 6daa6b0..eb7ddce 100644 --- a/tests/data/golden/manifest.json +++ b/tests/data/golden/manifest.json @@ -1,5 +1,5 @@ { - "version": 2, + "version": 3, "grades": [ "easy", "medium", @@ -36,7 +36,7 @@ "gate": true }, "eps_max": 0.06, - "rms": 0.00014974043201662195 + "rms": 0.00016366904839408612 } }, { @@ -69,7 +69,7 @@ "gate": true }, "eps_max": 0.05, - "rms": 0.00022195874555143113 + "rms": 0.00023685666694590966 } }, { @@ -102,7 +102,7 @@ "gate": true }, "eps_max": 0.03, - "rms": 0.00034382897480019815, + "rms": 0.0003411112016349412, "rms_wrong_layer": 0.0010007890743546153 }, "two_layer": true, diff --git a/tests/test_stretching_interpolation.py b/tests/test_stretching_interpolation.py new file mode 100644 index 0000000..2ea5cf1 --- /dev/null +++ b/tests/test_stretching_interpolation.py @@ -0,0 +1,314 @@ +"""Interpolation direction and exactness of the stretching-family estimators. + +``tests/test_sign_convention.py`` locks the *sign* every estimator reports. +This file is about a narrower, related property: the trial-epsilon search +resamples the **current** waveform at ``(1 + eps) * t`` and leaves the +**reference** fixed (never the other way around), and the fitted ``eps`` is +converted to physical ``dv/v`` via the *exact* map ``-eps / (1 + eps)``, not +the first-order ``-eps``. + +Every "recovers truth" test elsewhere in this repo builds its truth-known +input with :func:`codameter.synthetic_demo.impose_dvv` and then checks +recovery with an estimator from the same module -- a self-consistency check +that would pass even if generator and estimator were *both* wrong in the +same way (this is exactly the pre-v0.4.0 failure mode: internally coherent, +anticorrelated with reality). ``test_independent_analytic_oracle_*`` below +is deliberately built without calling ``impose_dvv`` or ``make_coda`` at +all, so it does not share that blind spot. +""" + +from __future__ import annotations + +import contextlib +import warnings as _warnings_module + +import numpy as np +import pytest +from codameter.synthetic_demo import ( + Synth, + _stretch_window, + _window_mask, + bandpass, + daily_ccfs, + dvv_to_epsilon, + eps_to_dvv, + impose_dvv, + make_coda, + measure_stretching, + measure_stretching_trailing, + peak_dvv, + stretching_cc, +) + +BAND = (0.3, 2.0) +WINDOW = (8.0, 35.0) +FS = 50.0 + + +# --------------------------------------------------------------------------- +# 1. Truth-known regression, both signs, small and large (requirement 8) +# --------------------------------------------------------------------------- +DVV_GRID = [0.0, 0.001, -0.001, 0.01, -0.01, 0.04, -0.04, 0.05, -0.05] + + +@pytest.mark.parametrize("dvv_true", DVV_GRID) +def test_stretching_recovers_physical_dvv(dvv_true): + """dv/v in {0, +/-0.001, +/-0.01, +/-0.04, +/-0.05}, both signs.""" + s = Synth() + cur = impose_dvv(s.ref, s.t, dvv_true)[None, :] + rec, cc = measure_stretching( + cur, s.ref, s.t, band=BAND, fs=FS, window=WINDOW, eps_max=0.06 + ) + assert rec[0] == pytest.approx(dvv_true, abs=2e-4) + assert cc[0] > 0.99 + + +# --------------------------------------------------------------------------- +# 2. Independent analytic oracle -- NOT impose_dvv/make_coda (requirement 9) +# --------------------------------------------------------------------------- +def _handbuilt_coda(t: np.ndarray) -> np.ndarray: + """A closed-form multi-tone damped coda -- no random phases, no + radiative-transfer envelope, nothing shared with synthetic_demo's coda + machinery (:func:`make_coda`/:func:`rt_envelope_2d`).""" + freqs = np.array([0.6, 0.9, 1.3, 1.7]) + phases = np.array([0.3, 1.1, 2.4, 0.7]) + ref = np.zeros_like(t) + for f, p in zip(freqs, phases, strict=True): + ref += np.sin(2 * np.pi * f * t + p) + ref *= np.exp(-np.abs(t) / 8.0) + return ref + + +@pytest.mark.parametrize("dvv_true", [-0.04, -0.01, 0.001, 0.0, 0.01, 0.04]) +def test_independent_analytic_oracle_recovers_dvv(dvv_true): + """Truth built without impose_dvv/make_coda: a shared generator+estimator + bug (the actual pre-v0.4.0 failure) cannot hide behind this test.""" + t = np.arange(-2500, 2501) / FS # +/-50 s, independent of Synth() + reference = _handbuilt_coda(t) + # Physical relation applied by hand: current(t) = reference(t*(1+dvv)). + current = np.interp(t * (1.0 + dvv_true), t, reference)[None, :] + rec, cc = measure_stretching( + current, reference, t, band=BAND, fs=FS, window=WINDOW, eps_max=0.06 + ) + assert rec[0] == pytest.approx(dvv_true, abs=2e-3) + assert cc[0] > 0.99 + + +# --------------------------------------------------------------------------- +# 3. Reciprocity: current-interpolated vs. reference-interpolated (req. 10) +# --------------------------------------------------------------------------- +def _reference_interpolated_stretching_cc( + cur_mat, ref, t, *, band, fs, window, eps_max, n_eps +): + """Test-local re-implementation of the *old* (pre-this-change) operator: + resample REFERENCE at t/(1+e), hold CURRENT fixed. Not part of the + public API -- exists only so this test can compare the two conventions + against each other on the same data.""" + cur_mat = np.atleast_2d(cur_mat) + reff = bandpass(ref, fs, *band) + es = np.linspace(-eps_max, eps_max, n_eps) + sel = _window_mask(t, window, "both") + trials = np.stack([np.interp(t / (1.0 + e), t, reff)[sel] for e in es]) + trials = trials / (np.linalg.norm(trials, axis=1, keepdims=True) + 1e-12) + curf = bandpass(cur_mat, fs, *band)[:, sel] + curf = curf / (np.linalg.norm(curf, axis=1, keepdims=True) + 1e-12) + return es, curf @ trials.T + + +@pytest.mark.parametrize("dvv_true", [-0.03, -0.005, 0.005, 0.03]) +def test_current_and_reference_interpolation_agree(dvv_true, capsys): + """Both conventions, converted through the same exact eps_to_dvv map, + must agree on an ideal continuously-dilated synthetic up to + finite-window/interpolation error. Report the discrepancy.""" + s = Synth() + cur = impose_dvv(s.ref, s.t, dvv_true) + + es_new, cc_new = stretching_cc( + cur[None, :], + s.ref, + s.t, + band=BAND, + fs=FS, + window=WINDOW, + eps_max=0.06, + n_eps=161, + ) + dvv_new, _ = peak_dvv(es_new, cc_new) + + es_old, cc_old = _reference_interpolated_stretching_cc( + cur[None, :], + s.ref, + s.t, + band=BAND, + fs=FS, + window=WINDOW, + eps_max=0.06, + n_eps=161, + ) + dvv_old, _ = peak_dvv(es_old, cc_old) + + discrepancy = float(dvv_new[0] - dvv_old[0]) + print( + f"dvv_true={dvv_true:+.4f} current-interp={dvv_new[0]:+.6f} " + f"reference-interp={dvv_old[0]:+.6f} discrepancy={discrepancy:+.2e}" + ) + assert abs(discrepancy) < 5e-4, ( + f"current-interp ({dvv_new[0]:+.6f}) and reference-interp " + f"({dvv_old[0]:+.6f}) disagree by {discrepancy:+.2e}, more than the " + "finite-window/interpolation tolerance" + ) + + +# --------------------------------------------------------------------------- +# 4. Bias-characterization sweeps (requirement 11) +# --------------------------------------------------------------------------- +def _recover( + dvv_true, *, fs=FS, band=BAND, window=WINDOW, snr=None, seed=0, eps_max=0.06 +): + t, ref = make_coda(fs=fs, band=(0.05, min(10.0, fs / 2 - 0.5)), seed=seed) + cur = impose_dvv(ref, t, dvv_true) + if snr is not None: + ccfs = daily_ccfs(t, [ref], [np.array([dvv_true])], fs=fs, snr=snr, seed=seed) + cur = ccfs[0] + rec, cc = measure_stretching( + cur[None, :], ref, t, band=band, fs=fs, window=window, eps_max=eps_max + ) + return float(rec[0]), float(cc[0]) + + +@pytest.mark.parametrize("dvv_true", [0.001, 0.01, 0.02, 0.03, 0.04, 0.05]) +def test_bias_vs_epsilon_magnitude(dvv_true): + rec, cc = _recover(dvv_true) + bias = rec - dvv_true + print( + f"eps sweep: dvv_true={dvv_true:+.4f} recovered={rec:+.6f} bias={bias:+.2e} cc={cc:.4f}" + ) + assert abs(bias) < 5e-4 + + +@pytest.mark.parametrize("fs", [20.0, 50.0, 100.0, 200.0]) +def test_bias_vs_sampling_interval(fs): + rec, cc = _recover(0.02, fs=fs) + bias = rec - 0.02 + print(f"fs sweep: fs={fs:g} recovered={rec:+.6f} bias={bias:+.2e} cc={cc:.4f}") + assert abs(bias) < 1.5e-3 + + +@pytest.mark.parametrize( + "window", [(3.0, 12.0), (8.0, 35.0), (5.0, 45.0), (20.0, 45.0)] +) +def test_bias_vs_window_position_and_length(window): + rec, cc = _recover(0.02, window=window) + bias = rec - 0.02 + print( + f"window sweep: window={window} recovered={rec:+.6f} bias={bias:+.2e} cc={cc:.4f}" + ) + assert abs(bias) < 2e-3 + + +@pytest.mark.parametrize("band", [(0.2, 0.8), (0.3, 2.0), (1.0, 4.0), (3.0, 8.0)]) +def test_bias_vs_bandwidth(band): + window = (8.0, 35.0) if band[1] <= 2.0 else (3.0, 12.0) + rec, cc = _recover(0.02, band=band, window=window) + bias = rec - 0.02 + print(f"band sweep: band={band} recovered={rec:+.6f} bias={bias:+.2e} cc={cc:.4f}") + assert abs(bias) < 3e-3 + + +@pytest.mark.parametrize("snr", [1.0, 3.0, 8.0, 20.0]) +def test_bias_vs_additive_noise(snr): + rec, cc = _recover(0.02, snr=snr, seed=11) + bias = rec - 0.02 + print(f"noise sweep: snr={snr:g} recovered={rec:+.6f} bias={bias:+.2e} cc={cc:.4f}") + # Noise widens scatter, not bias, for the stretching estimator; allow more + # slack at low SNR since a single noisy day is being measured. + assert abs(bias) < (0.02 if snr < 2 else 0.01) + + +# --------------------------------------------------------------------------- +# 5. eps_to_dvv / dvv_to_epsilon: inverses + domain guards +# --------------------------------------------------------------------------- +@pytest.mark.parametrize("eps", [-0.5, -0.1, -0.01, 0.0, 0.01, 0.1, 0.5]) +def test_eps_dvv_round_trip(eps): + dvv = eps_to_dvv(eps) + assert dvv_to_epsilon(dvv) == pytest.approx(eps, abs=1e-12) + + +def test_eps_to_dvv_domain_guard(): + with pytest.raises(ValueError): + eps_to_dvv(-1.0) + with pytest.raises(ValueError): + eps_to_dvv(-1.5) + + +def test_dvv_to_epsilon_domain_guard(): + with pytest.raises(ValueError): + dvv_to_epsilon(-1.0) + with pytest.raises(ValueError): + dvv_to_epsilon(-2.0) + + +def test_eps_to_dvv_matches_first_order_only_for_small_eps(): + """dv/v = -eps is a first-order approximation, not exact; the deviation + from the exact map is eps^2/(1+eps) ~ +eps^2 for small eps (exact = + -eps/(1+eps) = -eps + eps^2 - eps^3 + ... = approx + eps^2 - ...).""" + eps = np.array([0.001, 0.01, 0.02, 0.04]) + exact = eps_to_dvv(eps) + approx = -eps + deviation = exact - approx + assert np.allclose(deviation, eps**2 / (1.0 + eps), atol=1e-10) + + +# --------------------------------------------------------------------------- +# 6. Common valid-support window: no silent extrapolation +# --------------------------------------------------------------------------- +@contextlib.contextmanager +def warnings_as_errors(): + with _warnings_module.catch_warnings(): + _warnings_module.simplefilter("error") + yield + + +def test_stretch_window_shrinks_and_warns_when_unsafe(): + t = np.arange(-500, 501) / 50.0 # +/-10 s + with pytest.warns(UserWarning, match="shrunk"): + sel, (w0, w1) = _stretch_window(t, (2.0, 9.8), eps_max=0.06, branch="both") + assert w1 < 9.8 + assert w1 * 1.06 <= 10.0 + 1e-9 + + +def test_stretch_window_no_warning_when_safe(): + t = np.arange(-2500, 2501) / 50.0 # +/-50 s + with warnings_as_errors(): + sel, (w0, w1) = _stretch_window(t, WINDOW, eps_max=0.06, branch="both") + assert (w0, w1) == WINDOW + + +def test_stretch_window_raises_if_no_window_fits(): + t = np.arange(-100, 101) / 50.0 # +/-2 s + with pytest.raises(ValueError): + _stretch_window(t, (5.0, 10.0), eps_max=0.06, branch="both") + + +# --------------------------------------------------------------------------- +# 7. measure_stretching_trailing matches the day-by-day loop it replaces +# --------------------------------------------------------------------------- +def test_trailing_matches_day_by_day_loop(): + """Documented contract: numerically equivalent (float rounding) to + calling measure_stretching day by day against the trailing mean.""" + s = Synth() + days = np.arange(0, 200) + truth = 0.005 * np.sin(2 * np.pi * days / 60) + 0.01 * (days > 120) + ccfs = daily_ccfs(s.t, [s.ref], [truth], fs=s.fs, snr=8.0, seed=5) + + ref_days = 30 + dvv_vec, cc_vec = measure_stretching_trailing( + ccfs, s.t, band=BAND, fs=FS, window=WINDOW, ref_days=ref_days, eps_max=0.06 + ) + for d in (50, 100, 130, 150, 190): + ref = ccfs[d - ref_days : d].mean(axis=0) + dvv_loop, cc_loop = measure_stretching( + ccfs[d], ref, s.t, band=BAND, fs=FS, window=WINDOW, eps_max=0.06 + ) + assert dvv_vec[d] == pytest.approx(dvv_loop[0], abs=1e-10) + assert cc_vec[d] == pytest.approx(cc_loop[0], abs=1e-10) diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..9f30837 --- /dev/null +++ b/uv.lock @@ -0,0 +1,3072 @@ +version = 1 +revision = 3 +requires-python = ">=3.10" +resolution-markers = [ + "python_full_version >= '3.15' and sys_platform == 'win32'", + "python_full_version == '3.14.*' and sys_platform == 'win32'", + "python_full_version >= '3.15' and sys_platform == 'emscripten'", + "python_full_version == '3.14.*' and sys_platform == 'emscripten'", + "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.11'", +] + +[[package]] +name = "ast-serialize" +version = "0.8.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e1/a9/11851c3e02a3fea2ddc9932d1fdc7d2edaeecc0d2e11bc5f2a7fde2b0934/ast_serialize-0.8.0.tar.gz", hash = "sha256:6c37c43e4004dfb42d321ddedc569dc17ff4259296f3af577c9ea46a809bc010", size = 845638, upload-time = "2026-08-07T11:29:02.152Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/34/16/6e520b57cd8c75914b38c670ad4593d13c22911e4306cc7165dab8b0789b/ast_serialize-0.8.0-cp314-cp314-pyemscripten_2026_0_wasm32.whl", hash = "sha256:3d822605fa7bb326ef868d25fafced7fc660fa46d9b90c02ea86d5e2f5d325f7", size = 863924, upload-time = "2026-08-07T11:27:34.579Z" }, + { url = "https://files.pythonhosted.org/packages/03/e1/48802de9b22a2bcad42ec80601a17e3f69172fe4f590e6311bcc2b323aeb/ast_serialize-0.8.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:2efa40b068197d5efb62655b43baadb842ed71c4958cccd3e8b86a35726f0119", size = 1177662, upload-time = "2026-08-07T11:27:36.196Z" }, + { url = "https://files.pythonhosted.org/packages/38/d4/323438db76bded3a1f3523a3167b8325916b2ddceb2107a330c6ec9fcf4d/ast_serialize-0.8.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:db1b957291bca08c7e72f43a12357b2948e20775d970e3fc3dac0aa3160ab725", size = 1167072, upload-time = "2026-08-07T11:27:37.646Z" }, + { url = "https://files.pythonhosted.org/packages/77/82/53c5400b54144b56de8ed7f957fd1ccd97e42482009292ab46121d15f8dd/ast_serialize-0.8.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fdc0d5b18ff8fb364e87923e47c0a91d0d69dbcaeaa274591f7fd26892cc3a3a", size = 1225497, upload-time = "2026-08-07T11:27:39.225Z" }, + { url = "https://files.pythonhosted.org/packages/44/5f/36c07327a8b91303fbf1382c7c3e8a2902072dbe1b9546138a5288e75ff0/ast_serialize-0.8.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9da7330f3e235bf7da89b8d39205c6350fc0c08a85379743f2df9fff87d6d980", size = 1227101, upload-time = "2026-08-07T11:27:40.799Z" }, + { url = "https://files.pythonhosted.org/packages/9d/48/5adf5c67addc7ddb328122208c6d375a84cf154984f412b4087330a157bd/ast_serialize-0.8.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f3186969ee66a9863b00acc6523ace44c56974eecb348a7ea4b228d9f0b80e19", size = 1424001, upload-time = "2026-08-07T11:27:42.708Z" }, + { url = "https://files.pythonhosted.org/packages/38/a1/70074dd3869d2b0e934f91891d8d6b734361cd3b80f85ca7ece2e668ecdd/ast_serialize-0.8.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:40a57b73731be45da4fa41430c4d5dc94a24b3a4faba7b9e069978c0402064ea", size = 1245545, upload-time = "2026-08-07T11:27:44.4Z" }, + { url = "https://files.pythonhosted.org/packages/e3/be/53b9c0a8a6399950c2e3546bdfab96d2b299d5b114b47eb94fd3c49c4054/ast_serialize-0.8.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5075b9da3ef807eda752502446dfecea3b381c4900b7e27a5d5f4f899eb39951", size = 1248961, upload-time = "2026-08-07T11:27:45.781Z" }, + { url = "https://files.pythonhosted.org/packages/eb/13/3651d3812548a2bda15e26e5dd51aadb48cf682d0865370255fcf0e367dd/ast_serialize-0.8.0-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:293cc1c5bfa741f8e3fbe8175b9c07beee487c9a6fdbb25a5acad9f1df2d30a9", size = 1243877, upload-time = "2026-08-07T11:27:47.325Z" }, + { url = "https://files.pythonhosted.org/packages/21/a0/521f0bf000f675e9312a4aae2c8ba7a992405d072a85c485e08fd59433b9/ast_serialize-0.8.0-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e0910c3442a75216dde0f102d854ba2aaa71d2482e0ee213630b9bf29584fba3", size = 1293903, upload-time = "2026-08-07T11:27:49.264Z" }, + { url = "https://files.pythonhosted.org/packages/b1/7e/402fc902568aa2ee65865a3e151f000db0153da8ce6b1be4c9c349025f8d/ast_serialize-0.8.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:43dd6d596879bb1cb8a12cc9dae7bb10090a39a35883026c24f82488a195619a", size = 1401070, upload-time = "2026-08-07T11:27:50.947Z" }, + { url = "https://files.pythonhosted.org/packages/ff/7c/97d4b66c057f1706fc8be6dd532cc77c988794357c8f4ffdb6adabb39562/ast_serialize-0.8.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:8c9d537f59e936392cfd3597789d1390304dd659efc3c486ce7f40fb6b8a9f53", size = 1502602, upload-time = "2026-08-07T11:27:52.364Z" }, + { url = "https://files.pythonhosted.org/packages/89/6f/72cc3b71562001bba46e898ccfbf1844f7939b3e28912736206102f2e5a8/ast_serialize-0.8.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:f0190a33d7f97c65e9069f7a7f40499eea6b5cbe260c558378109caf20ce934b", size = 1495848, upload-time = "2026-08-07T11:27:53.803Z" }, + { url = "https://files.pythonhosted.org/packages/a0/53/d6f629d1e49308b2f363dae028baa213ec222c9106fa1f7f0d1f7b41499a/ast_serialize-0.8.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:77308ae6c5cf5264cc0f01a7c556ec77a9e68eb1f61b093534d698139fdc3b14", size = 1556556, upload-time = "2026-08-07T11:27:55.342Z" }, + { url = "https://files.pythonhosted.org/packages/ee/22/340f35dd8dfc6d412d53dc20699ca014b8d228db923e8ed4759c512b162c/ast_serialize-0.8.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:8d53a23f27e1ed3a36b2d26fd2a1a6228c8e85a1ed62ff7cdb44bd610769f20a", size = 1417822, upload-time = "2026-08-07T11:27:56.712Z" }, + { url = "https://files.pythonhosted.org/packages/11/29/6dde5c13fbebc051d3a6df4ec0a6fd1d5359333cc1193f7f609f3410b4d8/ast_serialize-0.8.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ffa5e7cb08f96fed9121f77b224151e41caf88feab9d652bb46c78202b6fbeda", size = 1445153, upload-time = "2026-08-07T11:27:58.275Z" }, + { url = "https://files.pythonhosted.org/packages/62/c5/f473a8ed030f7a0ca24b9849cca184677a50c053867a7b808c2e1289bbd3/ast_serialize-0.8.0-cp314-cp314t-win32.whl", hash = "sha256:fa70ed4dea0bb18b30a1789c77baa701d0ef30c474f2ccabdea61e25623a8827", size = 1063711, upload-time = "2026-08-07T11:27:59.793Z" }, + { url = "https://files.pythonhosted.org/packages/23/63/39e171fcd38ca057c2e1979d5ee81ac7a3502784abe3d83df7454f7a0978/ast_serialize-0.8.0-cp314-cp314t-win_amd64.whl", hash = "sha256:d8b3c8eee4c1baef9d4e84d2a59a805501617127be42615cb48970b15b0892b6", size = 1103740, upload-time = "2026-08-07T11:28:01.405Z" }, + { url = "https://files.pythonhosted.org/packages/21/1c/d00762b399e7726d68d0a088cc946e3a4c60f1c6176f557608f672f627f3/ast_serialize-0.8.0-cp314-cp314t-win_arm64.whl", hash = "sha256:ac4f0a83c55a9b782f79ad55a5247b7db123c1db405959791c2ef886e9710c9f", size = 1076021, upload-time = "2026-08-07T11:28:02.947Z" }, + { url = "https://files.pythonhosted.org/packages/4c/11/911210c3c78923273a9211a2b6cfc4c8aa723b30dab3e1c8d19afb983b40/ast_serialize-0.8.0-cp315-abi3.abi3t-macosx_10_12_x86_64.whl", hash = "sha256:86b8a1e6d90467345356098b040150e82fbc26d24a7a202224b13dc1f6264ca0", size = 1177715, upload-time = "2026-08-07T11:28:04.654Z" }, + { url = "https://files.pythonhosted.org/packages/77/89/6282881c8587606638db153cbe21e1e0c4d1f3970dee1aa0610a1c62a026/ast_serialize-0.8.0-cp315-abi3.abi3t-macosx_11_0_arm64.whl", hash = "sha256:39e92ff8e8cb45947fe9007174b2950e1fb098e6abd00266a13cd3bcf6675068", size = 1169347, upload-time = "2026-08-07T11:28:06.1Z" }, + { url = "https://files.pythonhosted.org/packages/97/78/a9f846a03a340ff3728c915f23338ca742742f3292700559cdb3ad999b1e/ast_serialize-0.8.0-cp315-abi3.abi3t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c85d8d18db5b2dfcb3b7e38a4d600ca35504c0ed8a6f75cd1c811e4ffe248a15", size = 1225916, upload-time = "2026-08-07T11:28:07.654Z" }, + { url = "https://files.pythonhosted.org/packages/c0/15/aba6ef8a988a6eceb6f0359589aac509e29ae2dba67fd9bfd5af0c3f13e7/ast_serialize-0.8.0-cp315-abi3.abi3t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9830ff7e764f74d9eefb01170c61a9f0fd2c027dac5fcb72e064decd57d56371", size = 1227135, upload-time = "2026-08-07T11:28:09.504Z" }, + { url = "https://files.pythonhosted.org/packages/94/29/3f63d696ea7c5b8abadcecc3505be51bd900daaccc522ed8322fa5b05a93/ast_serialize-0.8.0-cp315-abi3.abi3t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6479d9722a4cd21b578f5478074c41e6169f04811996ec881655560f703a5bba", size = 1425040, upload-time = "2026-08-07T11:28:11.044Z" }, + { url = "https://files.pythonhosted.org/packages/e2/5d/0aac338604ff59df5774d4304307898982252f325ff7cafe31d52fedcb65/ast_serialize-0.8.0-cp315-abi3.abi3t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a63bed264e818cd83eec11feed0f50aa162542b91132ef58afebc857182763a5", size = 1246278, upload-time = "2026-08-07T11:28:12.519Z" }, + { url = "https://files.pythonhosted.org/packages/23/ca/9f1ef795bb724719532bd86dbec11e5b66857d3fbe9b6772baec0191a6ed/ast_serialize-0.8.0-cp315-abi3.abi3t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d187197d234aa45d6cfa2b096be5f666e8cc2e7eb3722d0ab8926293cf5720c", size = 1250029, upload-time = "2026-08-07T11:28:13.896Z" }, + { url = "https://files.pythonhosted.org/packages/dc/25/5e061372d2ed953b9ba3b9c4f73de3b8e9234cda3f6c088db4686801d0e1/ast_serialize-0.8.0-cp315-abi3.abi3t-manylinux_2_31_riscv64.whl", hash = "sha256:2d39a56282cfcc0d8eeea37267c754be59c98d48505c23b1dae5c6011f3813dd", size = 1243575, upload-time = "2026-08-07T11:28:15.37Z" }, + { url = "https://files.pythonhosted.org/packages/a8/c1/ae7da218053120635a4ca802366c69f707203641af95372eeb83f70dfd52/ast_serialize-0.8.0-cp315-abi3.abi3t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f7cc5f10386994c0f4844f1e6d6a97127e9b478660eb6dec2b257644f0acab64", size = 1294396, upload-time = "2026-08-07T11:28:16.813Z" }, + { url = "https://files.pythonhosted.org/packages/2e/89/271d1f49c5269fcddcc789ea3f25be401f6723fc1138aeda539f4d05516d/ast_serialize-0.8.0-cp315-abi3.abi3t-musllinux_1_2_aarch64.whl", hash = "sha256:6102f2f985c2e542be85cd857678ec9356fefa792b93cadfadd31139f5696f27", size = 1401987, upload-time = "2026-08-07T11:28:18.333Z" }, + { url = "https://files.pythonhosted.org/packages/55/be/4e7d77fcf571ac7cb5cf7115a20c36642bd7d29473b45dfaaefeb9618f90/ast_serialize-0.8.0-cp315-abi3.abi3t-musllinux_1_2_armv7l.whl", hash = "sha256:3a8660fe66667b76a6e9dccd1d33e66b229fde3b308db991c041609226c005b6", size = 1502904, upload-time = "2026-08-07T11:28:20.039Z" }, + { url = "https://files.pythonhosted.org/packages/8b/ae/ed1de2db7e019d4236fbc164ffa5ef9a6022a300a342bbf142d21b7c141e/ast_serialize-0.8.0-cp315-abi3.abi3t-musllinux_1_2_i686.whl", hash = "sha256:e7266307e5fba39836edb79def8608887af48820508bff3c5f2941e1e04d1534", size = 1496967, upload-time = "2026-08-07T11:28:21.734Z" }, + { url = "https://files.pythonhosted.org/packages/92/89/5fea507fae5c5f18b7dc7f95e5c00956574b8c717b8fd2049c504fab0b18/ast_serialize-0.8.0-cp315-abi3.abi3t-musllinux_1_2_ppc64le.whl", hash = "sha256:4ca7e6fd1ad845d1cc649dc2ecd499db2f8f46af5bf8da7b70dd858774cc038b", size = 1559041, upload-time = "2026-08-07T11:28:23.194Z" }, + { url = "https://files.pythonhosted.org/packages/42/71/478d69df21b64e064554a68134c94be304270316ca676a94e63c389a636a/ast_serialize-0.8.0-cp315-abi3.abi3t-musllinux_1_2_riscv64.whl", hash = "sha256:2880350b13d3eae69a0d70bc1fb6c9bfaca4dbd0e20ba8cd1aa483080b56ff06", size = 1417367, upload-time = "2026-08-07T11:28:24.601Z" }, + { url = "https://files.pythonhosted.org/packages/5e/2d/8962dc8d5b3a9dc27b36f9db199afa25264c741505469d9ec10ffbfd2ba7/ast_serialize-0.8.0-cp315-abi3.abi3t-musllinux_1_2_x86_64.whl", hash = "sha256:ab0f9a59f7d63d0d441b56b9a818b273705264352d5115cfee12e940e816d958", size = 1446178, upload-time = "2026-08-07T11:28:26.152Z" }, + { url = "https://files.pythonhosted.org/packages/4f/22/14d2ad4fd1d1bcd0dc687ca268e0630069f45162496260c0efb70ee0ea72/ast_serialize-0.8.0-cp315-abi3.abi3t-win32.whl", hash = "sha256:0485a25ef519c62e749ee3c1ad8070e591b380d67226349eb5a70b228dc1ac4a", size = 1063811, upload-time = "2026-08-07T11:28:27.864Z" }, + { url = "https://files.pythonhosted.org/packages/18/1d/84a327c0202a41aa5fdba3ade33904d6d8f3b9e6806fa83568d835395850/ast_serialize-0.8.0-cp315-abi3.abi3t-win_amd64.whl", hash = "sha256:bd84d60bca7079e741be4ac5dbe237751a59d7f6f9f0126b11880d63822cbe16", size = 1105518, upload-time = "2026-08-07T11:28:29.691Z" }, + { url = "https://files.pythonhosted.org/packages/8c/92/74556dec52fde85a2ad84ed159991b916241043788609c15d8b77e14570b/ast_serialize-0.8.0-cp315-abi3.abi3t-win_arm64.whl", hash = "sha256:057769b5921336eb2d9124f2a731b42ed05ffdac559b840dbdf6f3937cf153dc", size = 1076319, upload-time = "2026-08-07T11:28:31.282Z" }, + { url = "https://files.pythonhosted.org/packages/d1/5d/c650b1f2cc1e75193358da95a080261422e8cd10b66d7370b1688c9915c5/ast_serialize-0.8.0-cp315-cp315-pyemscripten_2026_5_wasm32.whl", hash = "sha256:a02cbed7d8bfdcdee88edaac12bd50d53d9953aaa2e1852ef078625be5f1c0b5", size = 852914, upload-time = "2026-08-07T11:28:32.929Z" }, + { url = "https://files.pythonhosted.org/packages/d9/e3/6142e920fec6ef7bccabd8c24ed8ed99f8bdc6cb8b065e1df7c6a3b2d667/ast_serialize-0.8.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:e1bd223df0f6c96b396975fa604cb33bce53d9b4a0185490be4c4a289f7c9c87", size = 1184007, upload-time = "2026-08-07T11:28:34.654Z" }, + { url = "https://files.pythonhosted.org/packages/a6/e9/6e8be8df02b35d85e2b8809f7f1cfa290bdf5882b55127a539d049482db0/ast_serialize-0.8.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:ddd3b61f45c132da66c5476b281891e08c1fd87fbdabe8a6973e1622efc85f06", size = 1177588, upload-time = "2026-08-07T11:28:36.318Z" }, + { url = "https://files.pythonhosted.org/packages/8c/80/7e0fd2e2e2aba257820db4a8657c4c356844d36b914b20a4af294bcfb902/ast_serialize-0.8.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1f9caa63fad8241257ae401b5ff0a64026c6adb36b8e86cbe8782d9ea505daf6", size = 1234575, upload-time = "2026-08-07T11:28:37.772Z" }, + { url = "https://files.pythonhosted.org/packages/b0/6a/3bae0af06f9b1bae3001c44d64215f5b567877e7aae9ffd45db11c3a7647/ast_serialize-0.8.0-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3926fa117b5e65019853a2969966d11c7175af377a3425991f3fe73784412405", size = 1236015, upload-time = "2026-08-07T11:28:39.14Z" }, + { url = "https://files.pythonhosted.org/packages/6f/c4/ce2d41a1bc22508e82618901f7e10f2a5e2f9556553fea90624daf9875e2/ast_serialize-0.8.0-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:485f1113af805e9e170b95ef993ca3fbd4f89c04bab25c58b4fc632d854801ab", size = 1432808, upload-time = "2026-08-07T11:28:40.664Z" }, + { url = "https://files.pythonhosted.org/packages/1a/90/f5058f209756dd70e958b7538aaa82d25d24944baf9ec8ae6f27b06fcacc/ast_serialize-0.8.0-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3ccebbed24f1281062d5852353c72c47502955926cfcb8345ffb3a44d87ff3d3", size = 1256251, upload-time = "2026-08-07T11:28:42.223Z" }, + { url = "https://files.pythonhosted.org/packages/bf/32/7f77ea87fa0836daab706ed5cb7f903bb25fa26a77439011aee626af11d8/ast_serialize-0.8.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:252f883290d1cdb728eb7fe1d9a7221b88af5a329aae0bc91ddee4dafb820331", size = 1258574, upload-time = "2026-08-07T11:28:43.751Z" }, + { url = "https://files.pythonhosted.org/packages/eb/5a/75b82ad2725b5e8e8c742732f9e76c6738a292d0709e1f60d10a973730b4/ast_serialize-0.8.0-cp39-abi3-manylinux_2_31_riscv64.whl", hash = "sha256:96abc072ad29db8d02194afd47d68987322622787daceae82398d7b69f3ba2e6", size = 1254075, upload-time = "2026-08-07T11:28:45.28Z" }, + { url = "https://files.pythonhosted.org/packages/4e/54/8c20ed4eea805516a3fd23dd4a721ce28c64f50f0e4b359969f60a8c97a6/ast_serialize-0.8.0-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9118ad3e369727060b2696fc4078f250ecffca4248ba87f537f55cea9f9dce06", size = 1301018, upload-time = "2026-08-07T11:28:46.851Z" }, + { url = "https://files.pythonhosted.org/packages/cb/5b/9f14430f12fe830b656fb38f8e2e05ee13b02a88967660bef46af0ab22a8/ast_serialize-0.8.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:f359df4bd921918af8bebd142a376c77511d7151cc8ba852760b587b5a4a54f3", size = 1409951, upload-time = "2026-08-07T11:28:48.312Z" }, + { url = "https://files.pythonhosted.org/packages/2d/3d/084882eca93c842bd4262591a071ec7f825340644035e51501208cc5a8d4/ast_serialize-0.8.0-cp39-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:e94f9121d13fa36cbf21314783c77d05ae3a0868decd18cf5233fdcc6de49ac8", size = 1509544, upload-time = "2026-08-07T11:28:49.847Z" }, + { url = "https://files.pythonhosted.org/packages/ce/73/ea84852096c2036c61cc0b2f97b90242207419f534dc671060ee1c8e05cb/ast_serialize-0.8.0-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:54f95b486018d262bcb387a9afd96f0da74508b442762b80c769454a6fbb3ee3", size = 1505671, upload-time = "2026-08-07T11:28:51.239Z" }, + { url = "https://files.pythonhosted.org/packages/cb/88/287b9a5300c1f2f651d259f670931b63110adc265b7613c885b44c5bc53d/ast_serialize-0.8.0-cp39-abi3-musllinux_1_2_ppc64le.whl", hash = "sha256:4c38b915511e32bc718c49dbce98ff9af36bac0ad6a604f58000cd5e3aecdba7", size = 1563685, upload-time = "2026-08-07T11:28:53.112Z" }, + { url = "https://files.pythonhosted.org/packages/ee/f3/1bc3a79afcf0c2a8d2c37182d0d659d1545a9d7f7f6dc9cf3e63d6c17135/ast_serialize-0.8.0-cp39-abi3-musllinux_1_2_riscv64.whl", hash = "sha256:9a2ef9cf12f2de4f1028c42c1dd7d775255e0fb3e5bb48896c97e35ef52366fe", size = 1427977, upload-time = "2026-08-07T11:28:54.418Z" }, + { url = "https://files.pythonhosted.org/packages/5c/cd/440c798957e14e31776bfeb024d8fafe0bb1d5b89c51c2f067e69938f7b0/ast_serialize-0.8.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:6f18048fe9f6dd266bd577cdec48bdcecb74faaa01fe941324435483b013ed2a", size = 1454335, upload-time = "2026-08-07T11:28:55.968Z" }, + { url = "https://files.pythonhosted.org/packages/4f/4a/587eb36dcc240a54c8660f599464516b469ecad96f0dbdb6bccbedb50745/ast_serialize-0.8.0-cp39-abi3-win32.whl", hash = "sha256:31883542dd6c94d178f5db3d32fbd69c5eb88b3a7c018e7ac8cc0c45195ddbed", size = 1068858, upload-time = "2026-08-07T11:28:57.541Z" }, + { url = "https://files.pythonhosted.org/packages/5f/a4/3e887bbd92164e183cb6e412c6a3e9198ddd446d7fe405958293ef5ef49c/ast_serialize-0.8.0-cp39-abi3-win_amd64.whl", hash = "sha256:861794565b06337005c1447ef23103a3d5a627d08bdc827870d00d0b28ef5f51", size = 1111839, upload-time = "2026-08-07T11:28:59Z" }, + { url = "https://files.pythonhosted.org/packages/25/6c/b400476d3ceba681ab929787edc9554f6d88fcc69435eb681b00fc0457a5/ast_serialize-0.8.0-cp39-abi3-win_arm64.whl", hash = "sha256:b2a5978662fd4db463dfb4b974d2b10ac6430b98f5333aabc7051909df3561d0", size = 1083655, upload-time = "2026-08-07T11:29:00.349Z" }, +] + +[[package]] +name = "babel" +version = "2.18.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/7d/b2/51899539b6ceeeb420d40ed3cd4b7a40519404f9baf3d4ac99dc413a834b/babel-2.18.0.tar.gz", hash = "sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d", size = 9959554, upload-time = "2026-02-01T12:30:56.078Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/77/f5/21d2de20e8b8b0408f0681956ca2c69f1320a3848ac50e6e7f39c6159675/babel-2.18.0-py3-none-any.whl", hash = "sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35", size = 10196845, upload-time = "2026-02-01T12:30:53.445Z" }, +] + +[[package]] +name = "backrefs" +version = "8.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ec/56/4744bcd0c82184e80c52b0ac4076c261a8ffa1f1b343ff2f6e89ce0e1cef/backrefs-8.0.tar.gz", hash = "sha256:b556cd7d36c3a3a2f256b89590b176b8eddfb73bcfaee3a3ddd84ea66d21ce50", size = 7013081, upload-time = "2026-07-26T19:54:24.638Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e3/fd/9bf53b6a6f6f519ffaac765df2f2a25e5c2fc6d32cfd2b2747099e72c911/backrefs-8.0-py310-none-any.whl", hash = "sha256:4a627b817fd2dce43b79ab48da63613340509381cd8ce0897078a0bce79a2ab8", size = 380377, upload-time = "2026-07-26T19:54:17.457Z" }, + { url = "https://files.pythonhosted.org/packages/e1/29/4bd7ae72a2634da00379c2b3bcc5439e7c94620235c6afea8af15229a973/backrefs-8.0-py311-none-any.whl", hash = "sha256:f0c35cf0102ba6b6070c12a492be3c1c1d3f5839529784b9a9565d6d04569a01", size = 392169, upload-time = "2026-07-26T19:54:18.782Z" }, + { url = "https://files.pythonhosted.org/packages/29/13/232505664e8e2a0c7a2eb0c505cfade9d715538f89a5d62bc4c272968f62/backrefs-8.0-py312-none-any.whl", hash = "sha256:87f0fae8c5f207fe9f4b2887efc71d42f4900ac78faa1af08d675ef303692dc5", size = 398084, upload-time = "2026-07-26T19:54:19.954Z" }, + { url = "https://files.pythonhosted.org/packages/8a/69/47a3dc20abc4fa5486655fde681bd55e63211b46c886d8c02223d6468431/backrefs-8.0-py313-none-any.whl", hash = "sha256:601ce68ca12385dbda06ce264406b4c4210cf5b79fd0fd627592365c92f29a88", size = 400040, upload-time = "2026-07-26T19:54:21.194Z" }, + { url = "https://files.pythonhosted.org/packages/1c/cf/e5f9b68a5b0e939a2fb933a66c20180d0c9241bf8927f7a47fa48c1675e9/backrefs-8.0-py314-none-any.whl", hash = "sha256:9ec96efa080938be92323e8e730e57718c9c88eb15ad70bbef4e1766df591408", size = 411903, upload-time = "2026-07-26T19:54:23.221Z" }, +] + +[[package]] +name = "black" +version = "26.5.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "click" }, + { name = "mypy-extensions" }, + { name = "packaging" }, + { name = "pathspec" }, + { name = "platformdirs" }, + { name = "pytokens" }, + { name = "tomli", marker = "python_full_version < '3.11'" }, + { name = "typing-extensions", marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/c0/37/5628dd55bf2b34257fc7603f0fe97c40e3aaf24265f416a9c85c95ca1436/black-26.5.1.tar.gz", hash = "sha256:dd321f668053961824bcc1be1cc1df748b2d7e4fa28086b08331e577b0100a73", size = 679439, upload-time = "2026-05-18T16:53:36.107Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/be/84/b3f55026206a9e8820a91503308075ca48eadc515e436731ca01dbe043b3/black-26.5.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9942db8888e06943c5dde66ca0037dcff82a2a4ec1ad0ada9e0d2ee9d9823893", size = 1987719, upload-time = "2026-05-18T17:05:02.757Z" }, + { url = "https://files.pythonhosted.org/packages/c6/34/7db312c5e5783d6e76cffd9d5ac8972a32badae4c6e3288dac0eed8d3bed/black-26.5.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:89c93167a74d3a75dfaa38a5c7cca015537d5820dd7f17d63267d674a61cae90", size = 1810083, upload-time = "2026-05-18T17:05:04.302Z" }, + { url = "https://files.pythonhosted.org/packages/33/e2/e0101e73c2c8727634e2efcb35e2b34bd23ad70dfa673789f5773a591b21/black-26.5.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:22f2cd76d069cc54c71f10360744ba8983fbb616903b4304a85b734915c8e1b4", size = 1860633, upload-time = "2026-05-18T17:05:06.391Z" }, + { url = "https://files.pythonhosted.org/packages/b0/4c/e15c0c5b23cf3651035fe5addcce90e283af3548a3f91bb03d81b83106ab/black-26.5.1-cp310-cp310-win_amd64.whl", hash = "sha256:87ed5c6f450580a2f6790bc7cbfb016dfc73bc750249762268a3695361315eef", size = 1477886, upload-time = "2026-05-18T17:05:07.96Z" }, + { url = "https://files.pythonhosted.org/packages/9f/3f/59d43ade98d2ce5c8dc34a4e46cbecd177e6d55d7d4092969c6003ccc655/black-26.5.1-cp310-cp310-win_arm64.whl", hash = "sha256:58b4bd92cf88aacf83d88479c8f9caee044b1ec55f2451a337354a7ea2590a22", size = 1277111, upload-time = "2026-05-18T17:05:09.473Z" }, + { url = "https://files.pythonhosted.org/packages/4b/96/3c3e09f09f44a37aac36b178a279cd19aa7001bd796187a7b162a294c81f/black-26.5.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:96ae2c733b2aabdd9986e2c5df628ff3473676cd1c5faded1ff496cf6d74083c", size = 1970639, upload-time = "2026-05-18T17:05:11.461Z" }, + { url = "https://files.pythonhosted.org/packages/83/ea/5ad117b9ee3ecd933c712bcbae610006e5b7cc9f41c526cd7ed3b6c4124c/black-26.5.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:0e48b87e03bf109288e55cfceadcfa15ff5470aca2851a851950ed2926f450d7", size = 1792130, upload-time = "2026-05-18T17:05:12.983Z" }, + { url = "https://files.pythonhosted.org/packages/06/3a/7c448bc623fcdfa96672531beb5a616ea5e64f6975955254d7731ffb0ad9/black-26.5.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5119fa92ae61f786e8c3662fd60aece1d0a2dd5cca5d0c79417a95e7a4272a59", size = 1846134, upload-time = "2026-05-18T17:05:14.506Z" }, + { url = "https://files.pythonhosted.org/packages/a1/5b/0b39b3a5917f0657ac014ad2edb58c139553a478adfe7f817abf1622ff6e/black-26.5.1-cp311-cp311-win_amd64.whl", hash = "sha256:30d3c14661f2792e9142cce3eeeb1cbc175b3eb5f733be0c8eeb99651e52b0c3", size = 1478883, upload-time = "2026-05-18T17:05:16.542Z" }, + { url = "https://files.pythonhosted.org/packages/4c/48/dc222692e0f95030db1bbfb6c857e76858bad09058221ea7aae815255327/black-26.5.1-cp311-cp311-win_arm64.whl", hash = "sha256:1ef92b76f7733f282fd096ea406200b5a286c42947412b0eaff3a74e3616cefe", size = 1277776, upload-time = "2026-05-18T17:05:18.029Z" }, + { url = "https://files.pythonhosted.org/packages/24/99/7744b906703228264ef73bdd534df88ec1ef3de45c4e78f6d31b9e32d0c9/black-26.5.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4ad6fa01f941920f54f2bbb35f3df7673428a0ef98a0b0840c2eaef3b110efa8", size = 2012518, upload-time = "2026-05-18T17:05:20.108Z" }, + { url = "https://files.pythonhosted.org/packages/b7/c0/c5a3b1636dfd09c42534f2b3cf33506814f6d3e066fb0879ffa16c1ae860/black-26.5.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3915f256e75a2d7cf88d8953d37f780455dc586cc72dee059c528fe77f581217", size = 1816016, upload-time = "2026-05-18T17:05:21.84Z" }, + { url = "https://files.pythonhosted.org/packages/1f/0e/36044316b65ca471d3bb6d3703fd06fb50c6b727c3562f6a5a3153634f88/black-26.5.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9d98d4137277c75dfb898ec8d846c4fd68ba1e9cf77f95e2865c203dc18f4c3d", size = 1884150, upload-time = "2026-05-18T17:05:23.546Z" }, + { url = "https://files.pythonhosted.org/packages/b3/33/dafc5808c2af43672912111d7c3354af1615f7e2be3bed7a878461abbe4d/black-26.5.1-cp312-cp312-win_amd64.whl", hash = "sha256:a1dca32d9f1784af512a13410ec204c6f7f0aa9797a111c42e1c03449821c264", size = 1486825, upload-time = "2026-05-18T17:05:25.004Z" }, + { url = "https://files.pythonhosted.org/packages/82/14/b965ee6ad2a311f28bdbf692def3ee9848d2ae289dab28b27657fcee3e78/black-26.5.1-cp312-cp312-win_arm64.whl", hash = "sha256:1037d5ac7b7b310b2632ad867ec8d0e4c4819dcdb0b820f63135da746a24e418", size = 1288646, upload-time = "2026-05-18T17:05:26.477Z" }, + { url = "https://files.pythonhosted.org/packages/3f/5c/c384363980e11e25ca6b93205949bb331fbf35f4e0dbec376dfa6326cec8/black-26.5.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:2b36cf2ddf5566e205f6535f782a62194a184d33e175b64ae8c40b1737522be3", size = 2009020, upload-time = "2026-05-18T17:05:28.132Z" }, + { url = "https://files.pythonhosted.org/packages/0b/df/9f31c5e0babbfed77d505fc5d120beb98b21b33feaeded3924ea941fe360/black-26.5.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1f7ea64ebfa01b50f693508fc39f875e264446d3b097088f84f203b9d09618a0", size = 1813335, upload-time = "2026-05-18T17:05:31.266Z" }, + { url = "https://files.pythonhosted.org/packages/fb/24/8e7b9a2fa61b0afd82209efe937557d180a1fa055bd7f6161eb9defc3719/black-26.5.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ecb3e624844c798144e9bd986954e0adc81d8911a1f30f375e1252fe26e8c294", size = 1881614, upload-time = "2026-05-18T17:05:32.718Z" }, + { url = "https://files.pythonhosted.org/packages/49/ad/b4e0d9365ba8ac34f6bbab62a4b1b2dd5d618fac3fa1b8db968c844201b5/black-26.5.1-cp313-cp313-win_amd64.whl", hash = "sha256:e1a26503279b6b310669fb0b219c39e4820b77e8189fe80f522bb511f247db0a", size = 1488925, upload-time = "2026-05-18T17:05:34.259Z" }, + { url = "https://files.pythonhosted.org/packages/a1/4b/652b859bf5df88a751c30451b09338f7fd26a77d1271c666992f836b7711/black-26.5.1-cp313-cp313-win_arm64.whl", hash = "sha256:5c34b25da232ead53a6f335b76dbea124f4d152ad568b9080d6f944bc2b34b52", size = 1289883, upload-time = "2026-05-18T17:05:36.019Z" }, + { url = "https://files.pythonhosted.org/packages/a6/16/a8da8eb208c51c7f4ce74609a45d0dcc6d8a2141e45e81ee5289d1bb0d59/black-26.5.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:e88976690a64b0af98312ca958415849cb42423423c5f2ee74af4b49a97a2168", size = 2004800, upload-time = "2026-05-18T17:05:38.182Z" }, + { url = "https://files.pythonhosted.org/packages/11/8a/a479296a19e383b70a725882a6cf3d786540601ff03cabbaaf1cce864c5a/black-26.5.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:32d5ea7f6c8bdfa6e648326ebca1f02b0764e2a029edc6f8dce2627e19d468c3", size = 1815576, upload-time = "2026-05-18T17:05:40.309Z" }, + { url = "https://files.pythonhosted.org/packages/81/6b/cfaf3d39f25132c156a068f6b805576c9103a84086019507c70e1911ee7d/black-26.5.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ea8d16dc41655aa113cd64665e7219446cd7e4ff2248d7178eaa905190c86b18", size = 1877927, upload-time = "2026-05-18T17:05:42.463Z" }, + { url = "https://files.pythonhosted.org/packages/66/76/302e313964bcff7e28df329d39f84f5270095730d85ff0acc260610a0d82/black-26.5.1-cp314-cp314-win_amd64.whl", hash = "sha256:577f21094ea469ef92ec1adaf2c9441a226d2144d01a5be2fa823cecf6543e50", size = 1511860, upload-time = "2026-05-18T17:05:43.943Z" }, + { url = "https://files.pythonhosted.org/packages/27/4e/a3827e35e0e567f9f9ee59e2a0ab979267dca98718f25547ca8c6733afd4/black-26.5.1-cp314-cp314-win_arm64.whl", hash = "sha256:ed1a20af114c301a0269bf01163d51dbef72737fd65f850001e7cbe7f3c7abae", size = 1316632, upload-time = "2026-05-18T17:05:45.521Z" }, + { url = "https://files.pythonhosted.org/packages/94/51/f975cae76d44274cc2868dc9040ac5d58d464784610234455b4e7b19c6ef/black-26.5.1-py3-none-any.whl", hash = "sha256:4ed7f7da04046d2e488437170797d3b4a4ad83906683bcb7dfc68b673bbce5e2", size = 213693, upload-time = "2026-05-18T16:53:33.964Z" }, +] + +[[package]] +name = "boto3" +version = "1.43.71" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "botocore" }, + { name = "jmespath" }, + { name = "s3transfer" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/e0/ed/3220ca6396a7ce00a49aa6f43f20cae05ec6ac386e2b5d668adfad0b3eed/boto3-1.43.71.tar.gz", hash = "sha256:e3eddb6346ee23c895dd98e5c2cfc72cb5e5ed111aa6d4331f9e903a3e3bf4ee", size = 112630, upload-time = "2026-08-13T19:20:35.332Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/4f/16/7b54e7f5271756ab13beaaf6da03f62edcc3ee5ded651c2b17297e107040/boto3-1.43.71-py3-none-any.whl", hash = "sha256:3bb46661dc33121e56e3706753069d18f8dbcb644599cf098206546338602e16", size = 140024, upload-time = "2026-08-13T19:20:32.542Z" }, +] + +[[package]] +name = "botocore" +version = "1.43.71" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "jmespath" }, + { name = "python-dateutil" }, + { name = "urllib3" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/d6/c2/98b8ff6a21a9ed99b0699f468446f26a679443b2bca46fcd6aaa0cfbae75/botocore-1.43.71.tar.gz", hash = "sha256:2cde7a55aaac86a2e9a3bcd2ce3fad1a31a4711749e10f350af231e55ccef7ed", size = 15943777, upload-time = "2026-08-13T19:20:29.292Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/81/2f/700d973e3f0a37a275900be1a389af5a4ab67dd9362d17782b17f1045f0b/botocore-1.43.71-py3-none-any.whl", hash = "sha256:7bc3d5ddaca6f68e2eef707714264789048a6f496d375d976c560674f0cd1d1b", size = 15635728, upload-time = "2026-08-13T19:20:26.302Z" }, +] + +[[package]] +name = "certifi" +version = "2026.7.22" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a3/c2/24167ea9858356b47a87a50d39908bfdb72ceeefe0041586e704e5376b3a/certifi-2026.7.22.tar.gz", hash = "sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55", size = 138112, upload-time = "2026-07-22T03:35:12.644Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0b/a7/71ac2cff56fec219ed242bb11b8efb69fcc4bec75db06fb7bfe35de520e6/certifi-2026.7.22-py3-none-any.whl", hash = "sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775", size = 136983, upload-time = "2026-07-22T03:35:11.276Z" }, +] + +[[package]] +name = "cfgv" +version = "3.5.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/4e/b5/721b8799b04bf9afe054a3899c6cf4e880fcf8563cc71c15610242490a0c/cfgv-3.5.0.tar.gz", hash = "sha256:d5b1034354820651caa73ede66a6294d6e95c1b00acc5e9b098e917404669132", size = 7334, upload-time = "2025-11-19T20:55:51.612Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/db/3c/33bac158f8ab7f89b2e59426d5fe2e4f63f7ed25df84c036890172b412b5/cfgv-3.5.0-py2.py3-none-any.whl", hash = "sha256:a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0", size = 7445, upload-time = "2025-11-19T20:55:50.744Z" }, +] + +[[package]] +name = "charset-normalizer" +version = "3.5.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/cb/31/4971872b3ed8715346231fb6eb4da8fcba65a4143c189db151ee28a2812b/charset_normalizer-3.5.0.tar.gz", hash = "sha256:49bd5feb59b0bf3cbf6ebcf4352e371c95b9da9bacd4449f8b64d0ad2c10a26e", size = 169295, upload-time = "2026-08-12T14:35:31.624Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ca/8e/1e9a03657c2f12960c67b05e0550059787d4c8fc3fae822672f4fe7f40c5/charset_normalizer-3.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d2478bd3b2ead3962a484fb802891be40d10049fb74f83e09cb4463fad023fea", size = 349795, upload-time = "2026-08-12T14:31:47.546Z" }, + { url = "https://files.pythonhosted.org/packages/76/e5/a42c8884ec0321c56124a5b43c135efe75260dad4f70ea0ffba4dcac85ec/charset_normalizer-3.5.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7cdded069549b5eae3d5d9bb6c2e5bb4fe83f9b81863e2a193cd747bf197aebb", size = 250677, upload-time = "2026-08-12T14:31:48.918Z" }, + { url = "https://files.pythonhosted.org/packages/5d/21/d94021b005d2e660fd13634eecfe4ad378b0d0bbb45134809aed42b94a99/charset_normalizer-3.5.0-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:aff38231e3171c578b2c449a01afa44e9ff40844597a32873da102394f63d28e", size = 239868, upload-time = "2026-08-12T14:31:50.107Z" }, + { url = "https://files.pythonhosted.org/packages/47/d0/8b9b07e41501bfcdfe380b826481033ca2eb5fa4b5507eb64dbc4cba9885/charset_normalizer-3.5.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4346a693c08b1d0cfc0e3325bfb0ecd4322fb1a6904d68cf416f8da5e981b234", size = 280688, upload-time = "2026-08-12T14:31:51.182Z" }, + { url = "https://files.pythonhosted.org/packages/a8/29/b83b3469e596adff778bf3c8ca8f705822c1c3c0ada8477a0d00113bfa59/charset_normalizer-3.5.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b787efadba00f5da6fe89513bfbe3852d52ca3a448fdec165765cb3b44a80248", size = 277133, upload-time = "2026-08-12T14:31:52.362Z" }, + { url = "https://files.pythonhosted.org/packages/0c/aa/a080c4facaab4ece837558649eb6e2c760867d1c0ea52220cbbc4e89dcaa/charset_normalizer-3.5.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:143792a43e06dc3b27fc891948406e251502dc19ff9216cd80182b79131be5c5", size = 261492, upload-time = "2026-08-12T14:31:53.628Z" }, + { url = "https://files.pythonhosted.org/packages/f9/24/e23bcc9d4bc897bd620bc39c6b6052574f5ef93b85b50b175dd427a7dc07/charset_normalizer-3.5.0-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:d74bcf1cdd8ac8267fb216473ce6b112efa07b163536288094541415084d131c", size = 259739, upload-time = "2026-08-12T14:31:54.86Z" }, + { url = "https://files.pythonhosted.org/packages/ef/85/f4c391c807f67c6483d02c02d28683e2fe229403728369c0cd33f61e4292/charset_normalizer-3.5.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:3bfbe543d957213fc9a3db4979a8e171b7aa7504c1d737029defdb03a6095a38", size = 252120, upload-time = "2026-08-12T14:31:56.227Z" }, + { url = "https://files.pythonhosted.org/packages/4e/cb/dcf5aa14e24270613fafa2f02b3979820c244610410e5508696ca96bd0d2/charset_normalizer-3.5.0-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:3587d94b5c9f05c2dc4c3f3d47aba6375ff141a21adae3051d8d4d53e8a937c0", size = 241622, upload-time = "2026-08-12T14:31:57.54Z" }, + { url = "https://files.pythonhosted.org/packages/83/a9/decd1c1cc01ccbfce66845096e3945397e4ede354f31cc5cb28fc6ca601b/charset_normalizer-3.5.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:a7cb4cd266bd85613367fb85a30cfbf6fe6349919e87e18ca8dba584951bfb8a", size = 280745, upload-time = "2026-08-12T14:31:58.91Z" }, + { url = "https://files.pythonhosted.org/packages/8b/47/420ddefc04f089e4497b3bcbadea37586477713300c13204fb4a7c736071/charset_normalizer-3.5.0-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:ffdd7ac514301d0a67f7c23b9f2b431ef909a3c3dd6c3766668d0a6f5900c94e", size = 258669, upload-time = "2026-08-12T14:32:00.069Z" }, + { url = "https://files.pythonhosted.org/packages/58/73/01d5173097a5f0a13417e77db9ba3aea24de54421344c8e0c4973bf8cf21/charset_normalizer-3.5.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:3684ebbdffd51329ac44245d1d227d90b965797aa1a8abd026568a1f6ae88811", size = 277344, upload-time = "2026-08-12T14:32:01.211Z" }, + { url = "https://files.pythonhosted.org/packages/41/4a/300ef2598da520744aca7c49370e48732cab1f04de5f784f0e4f0e9e1d11/charset_normalizer-3.5.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8b8788f114845c01f2b520e0b91ea58d143276cfc0483aa943e815f7b9555c15", size = 263440, upload-time = "2026-08-12T14:32:02.421Z" }, + { url = "https://files.pythonhosted.org/packages/be/5e/78dd366df9ae4810039c0f799ec47d325a5cb76e92bb707ca9039b7c2306/charset_normalizer-3.5.0-cp310-cp310-win32.whl", hash = "sha256:9a1d9b13e5e394e13e3c316f0d910d100b17681ff59797f30da1dba032061296", size = 181680, upload-time = "2026-08-12T14:32:03.932Z" }, + { url = "https://files.pythonhosted.org/packages/67/d6/455982837da317ce47cafe35260f446f218f5843090b77a59ee69aa0ad94/charset_normalizer-3.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:5a54587f93f2e289f8faf25b35c997d4cc75cf677485ac6f50c985715989f99c", size = 205665, upload-time = "2026-08-12T14:32:05.045Z" }, + { url = "https://files.pythonhosted.org/packages/e5/e5/5b285d50d4fc82111c18ea4fff8b5e1916a257b98dcd5cd0abf1c165473b/charset_normalizer-3.5.0-cp310-cp310-win_arm64.whl", hash = "sha256:38a395079f229a631dece74e24c69c1f612536dd51f345a7d6a98abe2d3e047a", size = 184409, upload-time = "2026-08-12T14:32:06.503Z" }, + { url = "https://files.pythonhosted.org/packages/50/42/71e4e3bfe59202feef062c68487f54c6adf501cfbe087ecd93e3cd597fea/charset_normalizer-3.5.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:e46a37ea7fcf9ae01d71b2e5ece19f1565987f3e308394b829197cbefc061f92", size = 349110, upload-time = "2026-08-12T14:32:07.832Z" }, + { url = "https://files.pythonhosted.org/packages/0f/dd/fd3386d0fbd358d3b5c7a2fa5bf312afe6159b04fafeb67d39fa971d7448/charset_normalizer-3.5.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1cdfed4d7a59333c8220c67dd3be4e7a6c887b67453a64394022dcc919570add", size = 250773, upload-time = "2026-08-12T14:32:09.113Z" }, + { url = "https://files.pythonhosted.org/packages/17/ad/4901a66d6d3b17f1096725d7e50266132c16555aa6a70047fe1cf262b4b2/charset_normalizer-3.5.0-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:9491f594859b68052edebd69e05fb045055a713b57a67974e6c1553b4e503c39", size = 240229, upload-time = "2026-08-12T14:32:10.43Z" }, + { url = "https://files.pythonhosted.org/packages/43/b7/1d790e0425e0f4c99e9b89a3956a94a6d2d0c6f01b2a5eca93d8f082d5ac/charset_normalizer-3.5.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:420b19411959eec115063229536788e6b32d0a7fa907d6b940317919120d702d", size = 280757, upload-time = "2026-08-12T14:32:11.628Z" }, + { url = "https://files.pythonhosted.org/packages/44/bb/4b8c8086c67636e52d6354ad17697f54a00b40041ca53dc765737e21709b/charset_normalizer-3.5.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a565303d118ea3b94a4b6c076bf568069726be414e43b06d58f7070b076ce11d", size = 276174, upload-time = "2026-08-12T14:32:12.808Z" }, + { url = "https://files.pythonhosted.org/packages/25/fa/690a11924c40c766d258d2b74d817cc5efe7bbcfceeedc5c0f35256d7524/charset_normalizer-3.5.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:815f143a91983ba3041bba066e492ae3c42de523fb1c699685a1abf3313b7d1b", size = 261808, upload-time = "2026-08-12T14:32:14.138Z" }, + { url = "https://files.pythonhosted.org/packages/53/2d/4a6945eff0c8f684e3f5b7b978644ab18ba9198da060dbaa1d9206bc6cc9/charset_normalizer-3.5.0-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:c5e981a5ac8641381efe6f0029467500661616a530d27bc6eedfe45f840599f8", size = 259922, upload-time = "2026-08-12T14:32:15.485Z" }, + { url = "https://files.pythonhosted.org/packages/60/4d/10ac7e07bbf7ea569effeb9524e32f345f7e643800b20d538fb4706eab4e/charset_normalizer-3.5.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1a573e1e428f93908e79e04b349717f400e720f2f82285f0aaaf3ee0ff7f4c79", size = 252315, upload-time = "2026-08-12T14:32:16.764Z" }, + { url = "https://files.pythonhosted.org/packages/13/bf/1ddacf7aa7da12097f229a6a4e71a70200937a621b3617f6dc819fb99a66/charset_normalizer-3.5.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:32e6d56dd825205f81e5c45bcebb4df6a11fb2bbf4969a01ef156d6ced90c224", size = 240600, upload-time = "2026-08-12T14:32:17.956Z" }, + { url = "https://files.pythonhosted.org/packages/c2/88/293444d48c8d86fe51552262117134a9fc666d68cbbbc9b8c1b2b35a29be/charset_normalizer-3.5.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:30ae26a1adcd943690dcbbc47f28be762bae9e08ad7442b78c86b1c0dd5a626c", size = 280788, upload-time = "2026-08-12T14:32:19.1Z" }, + { url = "https://files.pythonhosted.org/packages/12/ed/0e34e40584f51eda38d4a5daf25fd8586366347efd4b2470dbf64710e778/charset_normalizer-3.5.0-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:5f51a19dc52197a20218b05ec5336d0c6b3b09935f838724722032c8d45dc91a", size = 258425, upload-time = "2026-08-12T14:32:20.207Z" }, + { url = "https://files.pythonhosted.org/packages/72/b2/c1b1c27f6f0ef35b21a8bdb592854bbf7f219629db3477f74c0b1380e0ed/charset_normalizer-3.5.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:6e44bc2780516b3df986d6fe33103c7080cd9dcd5576fe3cb4b0f64309c8f22b", size = 277437, upload-time = "2026-08-12T14:32:21.345Z" }, + { url = "https://files.pythonhosted.org/packages/b2/bd/a1b7d959a37847675adb2f5978f81703306dd78df4fefb82ee5a1cc5e37f/charset_normalizer-3.5.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:7faa47b56070b3dd6f4898ed28528843ab130d53266cb9948d9b1f3bb1a5c5e8", size = 262947, upload-time = "2026-08-12T14:32:22.613Z" }, + { url = "https://files.pythonhosted.org/packages/c1/fd/a76a2d7e639bfc6a9c869371e34f28231eaca7d7126ec19895aa38eedb51/charset_normalizer-3.5.0-cp311-cp311-win32.whl", hash = "sha256:830c04a49998b5ed58c8b642c65b7b26419397f52392a64121ba9fd0e95e7f9f", size = 181313, upload-time = "2026-08-12T14:32:23.736Z" }, + { url = "https://files.pythonhosted.org/packages/97/84/6fc03e802578df41a2ab9b6a1f26657fb92e32285a603ad5852a4a4f68c1/charset_normalizer-3.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:8cb9b6892b53bd6d11fa4cde3dbee020b1f0b6656be1fbaa1ec0d4324a7839db", size = 206197, upload-time = "2026-08-12T14:32:24.938Z" }, + { url = "https://files.pythonhosted.org/packages/0a/27/7208360ff1901607359869fcc45ca0989d597f3e30777ba30c7254170587/charset_normalizer-3.5.0-cp311-cp311-win_arm64.whl", hash = "sha256:2403b489c103e9a18c835863fc6dd54361355c8291d4cafdb37492b683440b9b", size = 184925, upload-time = "2026-08-12T14:32:26.123Z" }, + { url = "https://files.pythonhosted.org/packages/6d/3c/045ea64ea5a550870dd8ab60b2242870328d53f17d2be593b4f9f3121474/charset_normalizer-3.5.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:98820e1ceb25c6df7a80c4fd8efa59cb121f99bc7c4c1693ad94a2caff5b311d", size = 343861, upload-time = "2026-08-12T14:32:27.254Z" }, + { url = "https://files.pythonhosted.org/packages/fc/1b/7502be709db899d5b4801509829188b3a5a10969411da9c846115a5f1b70/charset_normalizer-3.5.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:608553f476fca509537e804c4a71f5eb166ce63b75141f89c2c686ce1aa36956", size = 237550, upload-time = "2026-08-12T14:32:28.385Z" }, + { url = "https://files.pythonhosted.org/packages/ca/ce/66392661375148d9455c17bee25509a54e28c39969e34befa48ec8777936/charset_normalizer-3.5.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:6753de11eef42f1c321b26d682957d92c7f7bbce6530f34bbe0f9291dd37cc6f", size = 229673, upload-time = "2026-08-12T14:32:29.668Z" }, + { url = "https://files.pythonhosted.org/packages/6a/64/f58c32a8d4ecf55b82ee61ee9aa6a664d4afcd36c72feb4c926fd6fe9af8/charset_normalizer-3.5.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:0f76dc0a47f94cb9b69d86f01e477f4b0371ca70208b9ccea7e063c41eed9046", size = 260768, upload-time = "2026-08-12T14:32:30.891Z" }, + { url = "https://files.pythonhosted.org/packages/b1/ea/36c90e59a96386174377e855479ec154221ef001e96637e0b23be92489c4/charset_normalizer-3.5.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:c387c6bf91b4774e359a48a179e2872b8e8bf741e4fde06ba8d1665eb9a4760a", size = 257880, upload-time = "2026-08-12T14:32:32.175Z" }, + { url = "https://files.pythonhosted.org/packages/23/35/5b85772eb82528ef22ba29487ad544a7049dfd27f35b1a5a55dbc0843048/charset_normalizer-3.5.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:14f6904a3cf870abf044df3a8c4924ac6c8ef77e9896586fd37e73ae96cff2af", size = 247547, upload-time = "2026-08-12T14:32:33.495Z" }, + { url = "https://files.pythonhosted.org/packages/b6/14/ba11a99c2a22ab04c2d5383a700b378cb463a78ab15f36444cabc10cd671/charset_normalizer-3.5.0-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:0cce46dd29d73e135e8087b96eb62a4aca6d69391b7f97808c6588ebed3178f3", size = 243326, upload-time = "2026-08-12T14:32:34.794Z" }, + { url = "https://files.pythonhosted.org/packages/4c/4a/cadba3f2400b45aa1d62a4ae0298bf58a3b30b1158baf15c338c7ce5b601/charset_normalizer-3.5.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b476cdb63df22da2b91837593380be3ddbe406f36c506c1c91d80e7196b66288", size = 238820, upload-time = "2026-08-12T14:32:35.984Z" }, + { url = "https://files.pythonhosted.org/packages/47/41/d5188b9342d75b72c2b05d3ee373f01a691397e770f001ee05e3b37925f5/charset_normalizer-3.5.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:1f56ce84b317ef2a59d7d3461891c7597c79247d2192bb8114c68a1a1debfcc0", size = 231661, upload-time = "2026-08-12T14:32:37.191Z" }, + { url = "https://files.pythonhosted.org/packages/13/5f/df38fa972c4e945c3d8cee2bc4e610613af522fd359c7dc7a74c419f0278/charset_normalizer-3.5.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:9ce0f885239357379d92fd9a5fddbe20f0e30e0527c29ba69f8e99eeb1304a76", size = 261459, upload-time = "2026-08-12T14:32:38.369Z" }, + { url = "https://files.pythonhosted.org/packages/a5/d7/043ff7720067a3beee05523465ac9c1c846c68b7884930dd483f72ee5ab6/charset_normalizer-3.5.0-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:96ae7ab5d8155fde927aa0864fbc8ba3cc4fde6d41ab0c7cea9d6012b4978603", size = 242300, upload-time = "2026-08-12T14:32:39.505Z" }, + { url = "https://files.pythonhosted.org/packages/19/f6/33980b7b802a048e546a6d9ad2ea783a6cf6b10a86aaccd10db462d8b913/charset_normalizer-3.5.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:bf91921009025e96ce57a03ced6d14604fc3baf0530351638e9504a55da6fa3b", size = 259101, upload-time = "2026-08-12T14:32:41.02Z" }, + { url = "https://files.pythonhosted.org/packages/a6/b7/0d19bde844bff9165377c1da9ef3c4792a4c24bd49b5b7094d9e6f6ab58b/charset_normalizer-3.5.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0b2e44e6d42d1a4ff78ccc219a93c5449105d10b16198d1aea581080df8073f9", size = 249246, upload-time = "2026-08-12T14:32:42.47Z" }, + { url = "https://files.pythonhosted.org/packages/1c/cc/2c34fdfaacdf0e96e880ef562cbf80a9b5f8ea97e0dd9e57ba348a9c65cf/charset_normalizer-3.5.0-cp312-cp312-win32.whl", hash = "sha256:deb99535e9bf0bea8e274c6413eb939a21be35a3f492678dba4d5b1f4d70f142", size = 178025, upload-time = "2026-08-12T14:32:43.909Z" }, + { url = "https://files.pythonhosted.org/packages/76/d0/c34dbd1df23bcbdc1b5d2f48256340d72fa747f1eb03924a9d2fa35ed85b/charset_normalizer-3.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:e54dd1a66fa4bce0ccaf0db9dde336e49b3eec646dc4c1c0991279369d373a14", size = 200143, upload-time = "2026-08-12T14:32:45.254Z" }, + { url = "https://files.pythonhosted.org/packages/c0/ea/4e6bf1465d60c3d8f488d5bde140d0cb91cd23ccab0dc2895cc6c6982047/charset_normalizer-3.5.0-cp312-cp312-win_arm64.whl", hash = "sha256:b8ea208b304587d47931b36481342d20336e0d338ab052f8b4305926482598d6", size = 180046, upload-time = "2026-08-12T14:32:46.545Z" }, + { url = "https://files.pythonhosted.org/packages/1d/be/cc7b7b6fc41984902c0d31b06f5d9297e67705c1dae9352608e5540fad09/charset_normalizer-3.5.0-cp313-cp313-android_24_arm64_v8a.whl", hash = "sha256:5c23fa4f6eccdd601949cb00f3988c01d64e671d8faba356397971077022e144", size = 211050, upload-time = "2026-08-12T14:32:47.81Z" }, + { url = "https://files.pythonhosted.org/packages/d3/ae/e3ec8f17313609f43f7b323012fdb1ee37b83432277ca4eceba83e00366c/charset_normalizer-3.5.0-cp313-cp313-android_24_x86_64.whl", hash = "sha256:07f6f42b5a6325df35b458004fb5f9f29bf502d89287a33c7cdef3590e31de0f", size = 222768, upload-time = "2026-08-12T14:32:49.027Z" }, + { url = "https://files.pythonhosted.org/packages/c5/50/9f9c0d7ccc1512d49e27a0e7c12c58ec71dfe91698fa4326f058c33e1f1b/charset_normalizer-3.5.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:8efc3f1563ed431882dd0dc0411b5f8ace1b1b89074981deaf6bd8af77dbe1bc", size = 193907, upload-time = "2026-08-12T14:32:50.414Z" }, + { url = "https://files.pythonhosted.org/packages/fd/1d/cfe7b745ef7f4c3b7214581955b5a0869ba2ac551a58fc11036281ae167c/charset_normalizer-3.5.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:368eb2fc9482158b3a3386e8f01fa61f479c968e9a19ceab8f0188b86b312991", size = 197135, upload-time = "2026-08-12T14:32:51.605Z" }, + { url = "https://files.pythonhosted.org/packages/28/55/30fafdcfca9ba616bc394240545e4cd52f4f66dea43ded81b7d2d5274fde/charset_normalizer-3.5.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:826a295a039178479a325be1ae60eded1f0b10f7dda749df59e2440de8f61d64", size = 339892, upload-time = "2026-08-12T14:32:52.82Z" }, + { url = "https://files.pythonhosted.org/packages/f4/08/bdca5fc2bdc36ee443673dc7d12b23885a5a7b282bef85a1a4c3b325b40e/charset_normalizer-3.5.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:70ff1c16eb0eb5ee6bb12739292347f981a5ba764cc4df1bc2e69b0405d4ac3b", size = 239439, upload-time = "2026-08-12T14:32:54.058Z" }, + { url = "https://files.pythonhosted.org/packages/d1/9e/506c8d7a7722bba7c8cdd78c1b5ef23bda92bfbe0b3e28ea84673d519a0f/charset_normalizer-3.5.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3cfdab178a4add5483e26a9bb1c16d8018ccf39b4be7a3aea6c3979e6828f2ee", size = 227896, upload-time = "2026-08-12T14:32:55.326Z" }, + { url = "https://files.pythonhosted.org/packages/0d/1a/dd828f2b1d6f4bf10821b9a74d866be05ffcdbfcddfc501d6fe6428762a7/charset_normalizer-3.5.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6083d10a846218502d664375b9448508d9fa580bd834567423156c6abfbe899d", size = 262548, upload-time = "2026-08-12T14:32:56.484Z" }, + { url = "https://files.pythonhosted.org/packages/be/81/196d26f6bd78b93e0d451b69082a71027ceeddd4b0be9170b81bb038f824/charset_normalizer-3.5.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0f211c21aa316cb6e2662e54a1194633a79d98a50a876addacfce7ba5b34b09f", size = 259986, upload-time = "2026-08-12T14:32:57.661Z" }, + { url = "https://files.pythonhosted.org/packages/3a/6a/5b964a1eb0f9075ecd45083eeb21aaec215334f98bac3d400302ea73875d/charset_normalizer-3.5.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3b08ebf9488c7ff5eff038e48e6ea938178dfd9dcc8598b5ca941e4ae27b20be", size = 249853, upload-time = "2026-08-12T14:32:59.123Z" }, + { url = "https://files.pythonhosted.org/packages/c8/b4/aee3a9d82edd0e931091ef3e9f03e46491ae3590e96e998d0975dadbe17c/charset_normalizer-3.5.0-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6c95450fce59f00c6d08eff6572ec2e736e5054c9450253afd5748f8416f2eb9", size = 244217, upload-time = "2026-08-12T14:33:00.341Z" }, + { url = "https://files.pythonhosted.org/packages/22/3e/33f72ca11c1b619b220fd9f35905ebd171cbd0e0470f2357e467b9e861ee/charset_normalizer-3.5.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:5780a29823e1d2bec69b7a104ead4195a43f3e97782efaedbf1f79a0157af715", size = 241307, upload-time = "2026-08-12T14:33:01.589Z" }, + { url = "https://files.pythonhosted.org/packages/78/27/6029dccba958621c7f3a65136f87c5512d712aef9e890f09512cc171bd03/charset_normalizer-3.5.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:054420b5db984971d886e5e4e2c37c760ae6682aedbd066687ff0949d9ed5f08", size = 233305, upload-time = "2026-08-12T14:33:02.866Z" }, + { url = "https://files.pythonhosted.org/packages/18/d7/691c967be459153fe9faf49bf78bc95639ef8bf6dd008f38cc6389a349eb/charset_normalizer-3.5.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:d016dc857136c726958102c3b8a3986acdc65ace6fbf12cfdc09cc4bfa2935b2", size = 263465, upload-time = "2026-08-12T14:33:04.166Z" }, + { url = "https://files.pythonhosted.org/packages/7c/2d/9202221be5c90b2a835924191e362690ed8dc8c7d6606100c2bd03fe0f8c/charset_normalizer-3.5.0-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:f2ce3d39fb4a9d674e6639dd5d3146b2e273475d2260f10163228d66fc04433d", size = 245060, upload-time = "2026-08-12T14:33:05.325Z" }, + { url = "https://files.pythonhosted.org/packages/b3/9a/298772fd0a0cbccadf36451a1cd7eef4b66a11e99b4a7f6fafc47cc62c75/charset_normalizer-3.5.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:a5613a3a82c974227bde18f03409e30c467f8065cb56d822e3eb83708a5f223d", size = 261091, upload-time = "2026-08-12T14:33:06.475Z" }, + { url = "https://files.pythonhosted.org/packages/82/3b/1a11fe66e555dbe2f5714ade6ba74fa29edc9155d9cf1001d4d6ed096aa7/charset_normalizer-3.5.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:fded2e82ff082e5d8e017e2ddcc1411bd8cb83b8585097fc401ef574f756b888", size = 251857, upload-time = "2026-08-12T14:33:07.784Z" }, + { url = "https://files.pythonhosted.org/packages/17/fc/73b817e8af3f1d25ec5cf458d405abba5a144cf9812238a61530f5eac186/charset_normalizer-3.5.0-cp313-cp313-pyemscripten_2025_0_wasm32.whl", hash = "sha256:8f006866047c6ec4b627ec144b1e0bbc7427cb31fd7c08d19897d0ac9032af3d", size = 139745, upload-time = "2026-08-12T14:33:09.123Z" }, + { url = "https://files.pythonhosted.org/packages/b3/fb/ddb66303c86f7dc5043a457dad9fa82b4d6d0cb97094f9bcdde21693fd58/charset_normalizer-3.5.0-cp313-cp313-win32.whl", hash = "sha256:196e270c4e80827b5072eed7d6aa661d133afada94fe366669f9609e718d305e", size = 177217, upload-time = "2026-08-12T14:33:10.305Z" }, + { url = "https://files.pythonhosted.org/packages/fb/88/6018cc8d76ea2b7cb02918f37e23e86c261d1a102713d7e88d2cfb8b211c/charset_normalizer-3.5.0-cp313-cp313-win_amd64.whl", hash = "sha256:72982d9958a42f8132bf2d6b90214ed66477295ef1188731f98ae3511c6eeb5a", size = 198896, upload-time = "2026-08-12T14:33:11.51Z" }, + { url = "https://files.pythonhosted.org/packages/20/2e/04c0bbfc8d9abf91959f7a3d207d45cbf63a8116984caae2381890019bb5/charset_normalizer-3.5.0-cp313-cp313-win_arm64.whl", hash = "sha256:0b373bab0b867b68b8eb249da9478cab9181a42993437cd2f5dba5fb0b4fbd1b", size = 179193, upload-time = "2026-08-12T14:33:12.726Z" }, + { url = "https://files.pythonhosted.org/packages/43/14/d098868dac5ff27e0258f548b1c74c6484be528384965d8fcf8fc6a4011d/charset_normalizer-3.5.0-cp314-cp314-android_24_arm64_v8a.whl", hash = "sha256:d95244906ed69d0f79f190893c65e336c15959003e21449256dc05c001b52ea2", size = 211664, upload-time = "2026-08-12T14:33:14.153Z" }, + { url = "https://files.pythonhosted.org/packages/e7/da/a944b32a46601ae5a4c3499e8d64ecd14fe82313f00da74dcdf00273a0b4/charset_normalizer-3.5.0-cp314-cp314-android_24_x86_64.whl", hash = "sha256:d788e2ded0c4c47efa4d73cfe59eaf975ee32f425219873d2cb3e3fbaa00f636", size = 224375, upload-time = "2026-08-12T14:33:15.472Z" }, + { url = "https://files.pythonhosted.org/packages/f7/db/eabb5996be2f529744755e7b2fc9396eff4a64961f034e7fd49d54b9afb2/charset_normalizer-3.5.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:f9f91d3e8382900f3a68fa0ce94294479de9cd2de6bc0c70acd0f0dfd511836b", size = 194364, upload-time = "2026-08-12T14:33:16.607Z" }, + { url = "https://files.pythonhosted.org/packages/78/65/4ad3c5be108930310d8003f5602861d5b89f728293b9f09c3a4837f7ba10/charset_normalizer-3.5.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:d54625cbf4e6b60bf0639728cb8b4cb541e340f6d7cafae5806051a40ddf4c45", size = 197643, upload-time = "2026-08-12T14:33:17.88Z" }, + { url = "https://files.pythonhosted.org/packages/3d/39/8fee3201b98d52289be60a775797d69be05a04fb6cfb48c1587dad33e649/charset_normalizer-3.5.0-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:1f99a8c3a1da5d955edbad18208b3d627bdd54c48a6e739fa877bdca98c686d6", size = 341384, upload-time = "2026-08-12T14:33:19.239Z" }, + { url = "https://files.pythonhosted.org/packages/a7/dd/9e757101d1f76c35c0643684ba499ac3a181fb2b264c68174bf727d627e8/charset_normalizer-3.5.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bf1e75dc07a3850b53d1e5f75e04d3ae12afe56284be7821771eaa2466350c73", size = 241637, upload-time = "2026-08-12T14:33:20.619Z" }, + { url = "https://files.pythonhosted.org/packages/eb/e4/7857023015400bc4aa0a82fbcca29fa2dc7ec25f971a130764cb2dc7a589/charset_normalizer-3.5.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:ac5a9cc079c67d75f4ddf343276031879eadbb333d1bb231cce297b8d7b9aae8", size = 226170, upload-time = "2026-08-12T14:33:21.773Z" }, + { url = "https://files.pythonhosted.org/packages/7d/ae/8b52935b304f7b6bbf33151ed2b75266b09aa4b6f8f04230d948885b2577/charset_normalizer-3.5.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:0dfe83c1b4d00abbf433998117a14f56a5c2bc68226c0d331709eed0d1ce539b", size = 265093, upload-time = "2026-08-12T14:33:22.999Z" }, + { url = "https://files.pythonhosted.org/packages/dc/78/6e838f6bb059f2c0afc60a4e7f294252f043c254656ad4114c50302cae4d/charset_normalizer-3.5.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e4e8fa586df2208ef040684751345f10f503834a757c9a74ecd19c1a2f9b1ccd", size = 262789, upload-time = "2026-08-12T14:33:24.214Z" }, + { url = "https://files.pythonhosted.org/packages/c2/08/189b27e51fddc9d6b3695331da0e31792c1d88b953ad854e57f06e9b2cc8/charset_normalizer-3.5.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:82cc5835997ec78afe293a192e385099355770a7db94b2fb1239d36b32796f1c", size = 250580, upload-time = "2026-08-12T14:33:25.707Z" }, + { url = "https://files.pythonhosted.org/packages/ac/55/64854e99b25841f83e8e37d9df2f3d1f96f693439f80e5fabd542a7e47ab/charset_normalizer-3.5.0-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:19e52bda45086df8a4be4bb5910af6f5d9d3b538c78712c8ae09ef10b85bf458", size = 245008, upload-time = "2026-08-12T14:33:26.971Z" }, + { url = "https://files.pythonhosted.org/packages/4f/01/7720c904fa635d4260b4dced6029cf3d298c57b26741365d5a8d28c54043/charset_normalizer-3.5.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:3418edd0ecb72a0a3861cf72f31be0ad9b7fe338ce2b58fb5cc80b9aeb792700", size = 243892, upload-time = "2026-08-12T14:33:28.237Z" }, + { url = "https://files.pythonhosted.org/packages/70/50/7bfcb327631d4870c720872b548745f6ec8baa044d51c21b5d1d32ac4e3a/charset_normalizer-3.5.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:125ee619611019471b177c70bc3e9d4cda9fad7e01d93523501d3b188df0193a", size = 230996, upload-time = "2026-08-12T14:33:29.511Z" }, + { url = "https://files.pythonhosted.org/packages/24/51/40c45d6d940c04005ed721aa54bdebf1ebb2930f8a2ae537e8d60484fb27/charset_normalizer-3.5.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:a3ad0e3da22852533858663848608f3f24c0d35e5cde415a4903476f2b4c88ec", size = 265834, upload-time = "2026-08-12T14:33:30.689Z" }, + { url = "https://files.pythonhosted.org/packages/eb/d4/ef7a227ef89d215b47f9df79c3966610b17faa13bb2f236989207a631622/charset_normalizer-3.5.0-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:4ebebb410bc517e1d284c52a123e82704b21e4e7e26a21ebecf7439d0647b8a3", size = 245544, upload-time = "2026-08-12T14:33:31.859Z" }, + { url = "https://files.pythonhosted.org/packages/37/a9/a4ca9156964ded61c7718eba410ce11be2fd2b263fda4bcf08367b6578cd/charset_normalizer-3.5.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:91f9f7c151e772acebe489eaec96e96a2877202d7dd144e3f96b8676881715a0", size = 264110, upload-time = "2026-08-12T14:33:33.13Z" }, + { url = "https://files.pythonhosted.org/packages/38/6a/838364bb8702229c6e5f8b23f80ff0f052a12dfaf3113a12fd6acbe92a44/charset_normalizer-3.5.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:401ea6e7af9e7852ed818f64714b579c1935482049670847ca3bd7ba45dc63fb", size = 252303, upload-time = "2026-08-12T14:33:34.98Z" }, + { url = "https://files.pythonhosted.org/packages/9c/5f/d88032edce951f499a2321cf7ae0d35a043c74be12bc22d81084cc7afbcc/charset_normalizer-3.5.0-cp314-cp314-pyemscripten_2026_0_wasm32.whl", hash = "sha256:f7496aed56b06325a1ad419c5bf23c6dd042558e874f71dd1b958f3e255f3053", size = 139964, upload-time = "2026-08-12T14:33:36.195Z" }, + { url = "https://files.pythonhosted.org/packages/37/ae/1c4a46b6b00d1c34d2ee355ef99ad6173674166800d1af0f05f85028d513/charset_normalizer-3.5.0-cp314-cp314-win32.whl", hash = "sha256:606a86c1c3196f3738de39a67a7490bbd61cb31c0e0436070bd0c6a48170b38e", size = 179790, upload-time = "2026-08-12T14:33:37.356Z" }, + { url = "https://files.pythonhosted.org/packages/01/51/f94dcf34fa8eba48c1fb89b6490a5f1426e19488fe5f38aac6c648c99057/charset_normalizer-3.5.0-cp314-cp314-win_amd64.whl", hash = "sha256:ec6c464cf45867f66a2273e2214d9199a8fbad5cb95ca0fd45f6a2fe1d9d2cf4", size = 203723, upload-time = "2026-08-12T14:33:38.639Z" }, + { url = "https://files.pythonhosted.org/packages/9f/ba/91d386870b5d9e4b0d8c4034f63877cc2e47b99c81ef05f3e6d42bf9a53f/charset_normalizer-3.5.0-cp314-cp314-win_arm64.whl", hash = "sha256:dc28949de1bb5f7f30a46f15d74ce7ac5aaa63e03c5de04d68f571c7423af834", size = 183423, upload-time = "2026-08-12T14:33:39.899Z" }, + { url = "https://files.pythonhosted.org/packages/f1/c9/534ecb17b7fb95f9052c4a44cf316316a27d4a8f73e8475ff55e778dcdd7/charset_normalizer-3.5.0-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:68b7e84ae8239a94f8d2c8f3f3a3a81bcde54805ec8f42a34de927d155688ec6", size = 368967, upload-time = "2026-08-12T14:33:41.093Z" }, + { url = "https://files.pythonhosted.org/packages/3c/b2/ad7c3242d7fe55cd55126c22c65cb1b49779782cdf8932fd01d12232d86a/charset_normalizer-3.5.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:58ca5dc0a0ef99f2801ec0574214c978e9574055bc783830bbb6e7433218609f", size = 239478, upload-time = "2026-08-12T14:33:42.428Z" }, + { url = "https://files.pythonhosted.org/packages/7e/62/77f0b850048e430fc350ec58876b0c020f5c8d0d3956fd1a4d6ae2fa292f/charset_normalizer-3.5.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:6c57af4084c10cb3286688d65e4c654190ff5edcbc2411d08cdca0a8a44c59a1", size = 227036, upload-time = "2026-08-12T14:33:43.635Z" }, + { url = "https://files.pythonhosted.org/packages/f0/ba/47d951e1a51dddbaad0a1410baf49fb1d897ceb00281568f1183b79bce9a/charset_normalizer-3.5.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f1619a3cc174a7e3963dd34348e6fceb6e50db0ddeb0031bd7c73a58286454fa", size = 260772, upload-time = "2026-08-12T14:33:44.96Z" }, + { url = "https://files.pythonhosted.org/packages/b0/61/8c7ff4c81b2a88271126acf4b83ab3e31f6d63868b0f01d331eaa0f9cb67/charset_normalizer-3.5.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:1328cc57dd4372be1265f68232cee890e087416e3e6e93e6ffb32c2bad4d36a4", size = 259273, upload-time = "2026-08-12T14:33:46.185Z" }, + { url = "https://files.pythonhosted.org/packages/e1/fd/36129689be08dc287b951306946657ff70d76e287dd57018861f86d0e474/charset_normalizer-3.5.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:06f4fb62a9139bef056b8b2da6773c94c2f259f90e4b8e53b166f3d0372d7cf6", size = 248086, upload-time = "2026-08-12T14:33:47.54Z" }, + { url = "https://files.pythonhosted.org/packages/cf/f8/bcae67f994c8fd31dda445e5ebf84045823c31443fe46f0e9ee6aca99aa0/charset_normalizer-3.5.0-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:478650a70a750d75d5add401606c77f77069c32e4ba2c9131dc6cee566962ca0", size = 242671, upload-time = "2026-08-12T14:33:48.746Z" }, + { url = "https://files.pythonhosted.org/packages/61/92/0472cdad1061c2f0e4d3aee29973eb6e81bb8fe256ff2860cf115b15f1c9/charset_normalizer-3.5.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:48920bf6fe83eb2226756ac623fa54940487154eb18f80889d5735cf234965c0", size = 241311, upload-time = "2026-08-12T14:33:50.152Z" }, + { url = "https://files.pythonhosted.org/packages/f2/89/04a03de5d27c77c624d9fcf6287073754bd438df1b58cb7d030c57c2824d/charset_normalizer-3.5.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:168a0cb536b5123a77bc42ecf5e0bf6f923d0d9ae43c42a14eb0677c19ac6c19", size = 229898, upload-time = "2026-08-12T14:33:51.523Z" }, + { url = "https://files.pythonhosted.org/packages/42/a2/639c4278adcb7ed1f4db608dd9ac19b6774fa2285a96b1c0bdb9c124ccbd/charset_normalizer-3.5.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:f278e131afa96a3622cef9211c406ea2ad1b68eb06f8837cd443684a40e0ae50", size = 262852, upload-time = "2026-08-12T14:33:52.924Z" }, + { url = "https://files.pythonhosted.org/packages/9d/95/02e34c97bedfd0c5574efb9179c850591acc7f967ba039ed8dd29d332b73/charset_normalizer-3.5.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:d6100f877d2ed95f0856a3fde25334153add94bf2224c43f45f88e7039262aaa", size = 242913, upload-time = "2026-08-12T14:33:54.18Z" }, + { url = "https://files.pythonhosted.org/packages/a3/64/0946aeab6462dad9f160a50dfb4704d3f58a5ee708f085abc2105fbbff0c/charset_normalizer-3.5.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:4c440122e1ea68b1f8b44a631ebf49c39180f6869b1da22d76e8a724208ec6e9", size = 257938, upload-time = "2026-08-12T14:33:55.802Z" }, + { url = "https://files.pythonhosted.org/packages/79/77/36787d41ead124746506a4425c729f4f17c68280af8a6a5baa0a598cae86/charset_normalizer-3.5.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:e5f834965c2fe589837bac1002e07e25734ff70381903ccd95b3d649e22bfa40", size = 249467, upload-time = "2026-08-12T14:33:57.081Z" }, + { url = "https://files.pythonhosted.org/packages/65/10/d9f6c5589cd24198d4ce6cd2948191c18e657272f433e5a00d258d9f5c22/charset_normalizer-3.5.0-cp314-cp314t-win32.whl", hash = "sha256:076cf9d3f3c7e410295c09d96355cf3b1bcae74990034d80e4371e20fe1ba4c6", size = 190624, upload-time = "2026-08-12T14:33:58.449Z" }, + { url = "https://files.pythonhosted.org/packages/6c/81/43e0584a802051a22c725795ebe1df78263abc7de858eef6cdc9b36637e9/charset_normalizer-3.5.0-cp314-cp314t-win_amd64.whl", hash = "sha256:3288a560dc3114d5d2ebe309b1ef43f8af355eafe25856832415c2a8196c9db3", size = 215902, upload-time = "2026-08-12T14:33:59.753Z" }, + { url = "https://files.pythonhosted.org/packages/30/f3/af6a1160fef0eac4510d035241e11eccf78e5350e4cd4de79e79fe02a5e5/charset_normalizer-3.5.0-cp314-cp314t-win_arm64.whl", hash = "sha256:a284c36b9c6616bf0a8aa4aabba668a0c75ba65ccf40a79868aeaa69ad996897", size = 193452, upload-time = "2026-08-12T14:34:01.017Z" }, + { url = "https://files.pythonhosted.org/packages/42/a4/dee470afb7a55c4f78b6fef37306c51fed17ebf94dbe530798c91d394350/charset_normalizer-3.5.0-cp315-cp315-macosx_10_15_universal2.whl", hash = "sha256:c38d1e9bc2073b0984d2099ea647fd7f6c0d8f83a1e14e0cd32926f16e4c44ce", size = 341595, upload-time = "2026-08-12T14:34:02.4Z" }, + { url = "https://files.pythonhosted.org/packages/6a/32/9c3126dc429c6d9d7f79c52681a7c4453ed20a26267c9a8275d7ab620aba/charset_normalizer-3.5.0-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c9f45186390aee4d1f26f723c615b67df346766c3b16df000d84d6e374f06757", size = 242177, upload-time = "2026-08-12T14:34:03.741Z" }, + { url = "https://files.pythonhosted.org/packages/4b/9d/5b616a887301ff4cc0916b39ba44257390d3da80deeed6e8b6f2f26b14a8/charset_normalizer-3.5.0-cp315-cp315-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:f0fde5e5100c735b2274ab898f0742a5dcde492796296cfbe7e0ad6a4cd1a396", size = 236730, upload-time = "2026-08-12T14:34:04.991Z" }, + { url = "https://files.pythonhosted.org/packages/be/b4/d6d3e70be93ebe5fabef65e4c7ac113e1d1705cbaeb5fb72467e713aca17/charset_normalizer-3.5.0-cp315-cp315-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3d00e18e7bbf47e332ab63903d18bae31efc701b1d8cca0382b97784a621fc44", size = 265158, upload-time = "2026-08-12T14:34:06.235Z" }, + { url = "https://files.pythonhosted.org/packages/30/e7/3f1fafa87e2643257474f9c4eec609f2193a61d907dce7dd4f3f2390ebd5/charset_normalizer-3.5.0-cp315-cp315-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5b81980668800dd1c69faad8aea6e85a8cee0e13bcd3bba7671695ff16260293", size = 262931, upload-time = "2026-08-12T14:34:07.511Z" }, + { url = "https://files.pythonhosted.org/packages/0a/df/ebeb224a949d91829e5e114c6b64372a3c792b00762a9e951ce416f3a32d/charset_normalizer-3.5.0-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9bb3e0d1345b9c0fe73673ea656375f38a78ec679c2edeae0c24800f04798a85", size = 251388, upload-time = "2026-08-12T14:34:08.949Z" }, + { url = "https://files.pythonhosted.org/packages/a0/64/9a6ce2e7acc5cf1b4636f78f82e89ff581e06a0216a40678b28bd4d832c4/charset_normalizer-3.5.0-cp315-cp315-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:2401f7671242e921e604f609d429f6b282ea4ca787a6ffd22ed7372011ddb9d1", size = 251821, upload-time = "2026-08-12T14:34:10.138Z" }, + { url = "https://files.pythonhosted.org/packages/f1/b1/6e69b8056f615e5ccff6b91ca16db2d47922251f016821a300c115267fef/charset_normalizer-3.5.0-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:96720f2aeed3434bc48f4d52fbad64ecc820cfed88915d664780ed9ba09ede78", size = 244507, upload-time = "2026-08-12T14:34:11.488Z" }, + { url = "https://files.pythonhosted.org/packages/0f/34/02c15d6a0aa6b934dcdc136b111da63ae857b9fd51cf5505b0736337c2eb/charset_normalizer-3.5.0-cp315-cp315-musllinux_1_2_armv7l.whl", hash = "sha256:c455829625df983f716cbaecbba77f2d1dc2e0e0ed1638c059cece15a279344b", size = 240951, upload-time = "2026-08-12T14:34:12.991Z" }, + { url = "https://files.pythonhosted.org/packages/ae/15/0fe893d3e1c7d111280bd6c4bd4c1e431487a1124a1bcbce78dfeda3a3a8/charset_normalizer-3.5.0-cp315-cp315-musllinux_1_2_ppc64le.whl", hash = "sha256:c41b067eddcfa5ee6b1169c287605be7fb6b0ea22bba6474c5bb978a668def4f", size = 266162, upload-time = "2026-08-12T14:34:14.232Z" }, + { url = "https://files.pythonhosted.org/packages/55/ea/eca03527307670f5d102c295671a800c404ca958cf94fefd10fc963a72f0/charset_normalizer-3.5.0-cp315-cp315-musllinux_1_2_riscv64.whl", hash = "sha256:e31786a947b136329bfdc458c82c06d4ec539b4a4436b7da4df4aafc9902ee80", size = 251835, upload-time = "2026-08-12T14:34:15.48Z" }, + { url = "https://files.pythonhosted.org/packages/03/a8/fee5633081e595fe9e191df6f215106c791ad596eddf5e41e39b8ea0f2e2/charset_normalizer-3.5.0-cp315-cp315-musllinux_1_2_s390x.whl", hash = "sha256:c5c6d47a865147e0ae3322ce92e7fb52ba3169d94b447deda56897ea2aa6fac9", size = 264314, upload-time = "2026-08-12T14:34:16.679Z" }, + { url = "https://files.pythonhosted.org/packages/cf/fb/17f47ae6ca35b562fb6e6f4b05f7aec6034217353eb4a23aaa3566dc7340/charset_normalizer-3.5.0-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:c75191e3c8052045179646cb40e280800a4e0bdfda34d9c949c2f268d44e80e4", size = 253194, upload-time = "2026-08-12T14:34:17.975Z" }, + { url = "https://files.pythonhosted.org/packages/59/88/f2b0f7ebb92493e925889ff29239b3b0073ffafd91230dbfc69e5cf9389c/charset_normalizer-3.5.0-cp315-cp315-win32.whl", hash = "sha256:83b62410bd36bb1178a7d563e2ee0cf21eb1c980c912ab99c2c78f06227f1731", size = 179800, upload-time = "2026-08-12T14:34:19.409Z" }, + { url = "https://files.pythonhosted.org/packages/e2/f0/afb5bfdea52fd943b1960403847a276b8e900c6e4cd6a38752321b4eda64/charset_normalizer-3.5.0-cp315-cp315-win_amd64.whl", hash = "sha256:e3b9eaa99a6d8c9ace4cd303915947ef55088d4cd87c6676874f98c5c03aa040", size = 203726, upload-time = "2026-08-12T14:34:20.656Z" }, + { url = "https://files.pythonhosted.org/packages/fc/71/219783eb691aa2ec879c0e521afdfe2b826f9678eed51b9c039d03e0db2b/charset_normalizer-3.5.0-cp315-cp315-win_arm64.whl", hash = "sha256:fec352b793cdc183cc9e7e0b6c10fd7bff38ec54ba44cc43599b9b56f7f3db2e", size = 183428, upload-time = "2026-08-12T14:34:21.975Z" }, + { url = "https://files.pythonhosted.org/packages/d1/d0/14aef3b9f80f2593c039d897e89034635b9eb0eb44b6ce5173bbd79ff338/charset_normalizer-3.5.0-cp315-cp315t-macosx_10_15_universal2.whl", hash = "sha256:c9bde7a960720c8b8e1b5ef7afaa0c9a2f3b55c44abd635b2b29dd066b298e3a", size = 368728, upload-time = "2026-08-12T14:34:23.221Z" }, + { url = "https://files.pythonhosted.org/packages/10/fc/b249466ddbbeffa448b6597631e9091d1f01b5132ff8e7a0e21a6eb72b63/charset_normalizer-3.5.0-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f8cd1283a9fe6c2065c807e9d5da81afe5e1e004caef39adc0d8ae86dd883698", size = 240925, upload-time = "2026-08-12T14:34:24.504Z" }, + { url = "https://files.pythonhosted.org/packages/2b/b9/c17e72aaa1b3e1ca6c184e8025cf138ed492d01a54f85286ff7d31253a4b/charset_normalizer-3.5.0-cp315-cp315t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:1c010dd86d3f4c4433c9634d33ce8147393b270dfa54f217f965540b8ae8e075", size = 234932, upload-time = "2026-08-12T14:34:25.822Z" }, + { url = "https://files.pythonhosted.org/packages/18/d7/f84ef0966bbe216f71029e34e7fa425a16b1682e2a40265e679dedf2b655/charset_normalizer-3.5.0-cp315-cp315t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5e68229977b2dea28e7061c0c0630a23f2f9f6e9c6fb38d77d3d6dbfe3768b74", size = 261733, upload-time = "2026-08-12T14:34:27.112Z" }, + { url = "https://files.pythonhosted.org/packages/3b/73/3e887fa0781a395339355ed934ab6561ceb5bb52574160f070224039c630/charset_normalizer-3.5.0-cp315-cp315t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a60773eb5fda796e6e6f76b9c152d270fe59f9788a51a6ff8ba44082d8548ae4", size = 258460, upload-time = "2026-08-12T14:34:28.431Z" }, + { url = "https://files.pythonhosted.org/packages/b3/81/52ebd9849bf9e35d0b21fff115cb6543162a8e1f2f564e8f87121a336b8c/charset_normalizer-3.5.0-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d9419f44e568f7fafcdc0b3b5c766a2364e705a9b34fb8a56b431e0d1f3f4258", size = 249894, upload-time = "2026-08-12T14:34:29.698Z" }, + { url = "https://files.pythonhosted.org/packages/85/f3/9366492b8a5fe0187de282e001d61345740cf79eb4a5f20181d769be02b5/charset_normalizer-3.5.0-cp315-cp315t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:75e243abbb528c1a774390ed71e3f868a9f37b1373442e4bbadd401cfc505ff4", size = 249540, upload-time = "2026-08-12T14:34:30.96Z" }, + { url = "https://files.pythonhosted.org/packages/0b/af/28bb5e5dbd3e67cb9196a62781ac2b6d79492f4fc7a069b6ca7d6d6c8d58/charset_normalizer-3.5.0-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:54c963ce6404e52255b737e8a06d356fc762d59096ae566203a67cf2b7d050f2", size = 242734, upload-time = "2026-08-12T14:34:32.481Z" }, + { url = "https://files.pythonhosted.org/packages/26/d6/7ccfa62b53b40fc06b2d3504825aa400764740bd10cf248fdc4272441b93/charset_normalizer-3.5.0-cp315-cp315t-musllinux_1_2_armv7l.whl", hash = "sha256:63ea0cc840c66670183578c2630d138c0e944aeadfc33f25173ee240f5db780d", size = 239580, upload-time = "2026-08-12T14:34:33.916Z" }, + { url = "https://files.pythonhosted.org/packages/0b/82/71c0c9b046697b8da66b3acefa8d5f92d00a9ef433ad7c3522b971d0369a/charset_normalizer-3.5.0-cp315-cp315t-musllinux_1_2_ppc64le.whl", hash = "sha256:6c06875a1d4a7537bef70f659b55c6b55b9a47ec3ba8f2db610350c2d9915e6e", size = 263281, upload-time = "2026-08-12T14:34:35.333Z" }, + { url = "https://files.pythonhosted.org/packages/d6/01/d027583c869f40ba980c1c76994adbd522c360a6327e72beb44d7c267385/charset_normalizer-3.5.0-cp315-cp315t-musllinux_1_2_riscv64.whl", hash = "sha256:4253da1b4456b633651a8d59eb1dc7a8a8fa38241014dd7c217b353e547ae394", size = 250027, upload-time = "2026-08-12T14:34:36.991Z" }, + { url = "https://files.pythonhosted.org/packages/2a/e9/6475d739e0ec8bb1236e06263dc3affaffdf947d8114ad27024932f325da/charset_normalizer-3.5.0-cp315-cp315t-musllinux_1_2_s390x.whl", hash = "sha256:f044cb1cf44012184715f46584658993b5fee9344d71c4b0c455a17a299730c0", size = 257547, upload-time = "2026-08-12T14:34:38.277Z" }, + { url = "https://files.pythonhosted.org/packages/a5/60/d1f502fcaa048a2aca3ab80bfef8407659c131e4f1792fa805fec14b4960/charset_normalizer-3.5.0-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:a17864853f7c518ae7d4b368af98f427f9396805476af40af8698560f09d7d97", size = 251718, upload-time = "2026-08-12T14:34:39.562Z" }, + { url = "https://files.pythonhosted.org/packages/c3/69/76343dcf4381a698807ff8a20d89f66bbdd9f6222b0b17740f77ab764335/charset_normalizer-3.5.0-cp315-cp315t-win32.whl", hash = "sha256:9e726478d7a213847860219d74665a6892a643ac93b8f76580f6cf9ed39996b7", size = 190757, upload-time = "2026-08-12T14:34:41.053Z" }, + { url = "https://files.pythonhosted.org/packages/e1/ea/d18147626a1667cc773c42104ab155a4ca5d6d4d174b7a35e01062213ea5/charset_normalizer-3.5.0-cp315-cp315t-win_amd64.whl", hash = "sha256:d7229a99120c6c2792d96f4857c2648ce5530e93667a2c2388c5ef69a6b84775", size = 215431, upload-time = "2026-08-12T14:34:42.501Z" }, + { url = "https://files.pythonhosted.org/packages/47/21/4869598aae0872d94faa5933918a4fe37ab2c5af9d095786e241f9506fed/charset_normalizer-3.5.0-cp315-cp315t-win_arm64.whl", hash = "sha256:527e28a5e751d9e11369b9c5f9ab35c748eb9c109101920c7deb40d6eadf8d03", size = 193205, upload-time = "2026-08-12T14:34:43.781Z" }, + { url = "https://files.pythonhosted.org/packages/5b/f3/7b523d807cb5e73562ef8acf21d39cdb9d704955327362c781bc3478a73d/charset_normalizer-3.5.0-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:5a4ee37248dfac25107c758bda99d545ce73e60b44d2dd39e4a2bb9f2831e9f5", size = 330840, upload-time = "2026-08-12T14:34:45.06Z" }, + { url = "https://files.pythonhosted.org/packages/f0/de/fc68978fe78ca97063c96d764e41ff92ca639948f319271e0ff450e577a2/charset_normalizer-3.5.0-cp37-abi3-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:a864bdcacd8bff58bb4845304e031f821a3ec64b2b7259f2d409cd49c9e59ca3", size = 251862, upload-time = "2026-08-12T14:34:46.58Z" }, + { url = "https://files.pythonhosted.org/packages/a9/cb/82b41a0ab7fb1a88065f1d78ad32696ad88ea3fe8e25b8189d08833938de/charset_normalizer-3.5.0-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:84b736e3b391601bc47b86da381c749c0f894e9191aaca9f31f30c2632206df3", size = 239484, upload-time = "2026-08-12T14:34:47.869Z" }, + { url = "https://files.pythonhosted.org/packages/e8/0c/19608b631f4538f908098d4a2d56a8f79a665e27cc58e9d90479761a9227/charset_normalizer-3.5.0-cp37-abi3-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:6abb1f356fb865baeb6ebc3fadd843e9a96fbf49b9adcca55037f3cceccb7438", size = 230602, upload-time = "2026-08-12T14:34:49.265Z" }, + { url = "https://files.pythonhosted.org/packages/29/db/f648eb30e14eba301aed61e11672156f137905c1bdbb530151abe8065943/charset_normalizer-3.5.0-cp37-abi3-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1d366548d2ee28a8cfdcc4296363978cc644a728333be9824d2de4652e83df0a", size = 259208, upload-time = "2026-08-12T14:34:50.632Z" }, + { url = "https://files.pythonhosted.org/packages/d3/e0/ed2c8bdbac484d69614d6993143aeb6cb0f4dd1561c883402517b623c8ef/charset_normalizer-3.5.0-cp37-abi3-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d672f329ae504ee240eb39b6effb3318aa8e7e8924c0ce8eee5760b3fad98539", size = 253659, upload-time = "2026-08-12T14:34:52.11Z" }, + { url = "https://files.pythonhosted.org/packages/32/08/b4907cb9ec5b521d9d024ced13611240b86ef065c2eb15b3ad2334dc9940/charset_normalizer-3.5.0-cp37-abi3-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:c54036a518748b6c02e666f6d46c3817561998fb904c3be25b56fb4fe3dc5706", size = 248821, upload-time = "2026-08-12T14:34:53.399Z" }, + { url = "https://files.pythonhosted.org/packages/12/b2/e2d1abcfbc05822f0030869efb4e9f8a3658e13b4821796d4b62da917327/charset_normalizer-3.5.0-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:22a1889f1c9b752c63c36758a0c2145458e3cadb20fced7a0790002e9dd12b26", size = 240271, upload-time = "2026-08-12T14:34:55.09Z" }, + { url = "https://files.pythonhosted.org/packages/dc/f9/4ba127ad610542fa3eabfa41c45bf12d357860a815b3566374ec0188e213/charset_normalizer-3.5.0-cp37-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:b7eb3eab5c646d3de7dcb14a7c9caebace5249c5767da39e1761cb1576e521a3", size = 232155, upload-time = "2026-08-12T14:34:56.543Z" }, + { url = "https://files.pythonhosted.org/packages/01/68/40613182366d00bd6dbd5f6c84a926cbd120960e038a8269e9ae7d782762/charset_normalizer-3.5.0-cp37-abi3-musllinux_1_2_ppc64le.whl", hash = "sha256:2080aa129a28267984cdc902898993d788c995c384e285d0d19199f56760d52e", size = 259674, upload-time = "2026-08-12T14:34:57.815Z" }, + { url = "https://files.pythonhosted.org/packages/0a/53/4574a14fa4c9de4a6c9f31725354bfa40b67f653e6d594ce1654f9a41b32/charset_normalizer-3.5.0-cp37-abi3-musllinux_1_2_riscv64.whl", hash = "sha256:fd68c825548a611158230e2f9222e210ceb2e3391995c0aa5865cbdf3ab4bd49", size = 246122, upload-time = "2026-08-12T14:34:59.337Z" }, + { url = "https://files.pythonhosted.org/packages/5a/02/bd8030d13d92c058ca7b2b9615bbb3169569e144db64d65c149cd45abf5e/charset_normalizer-3.5.0-cp37-abi3-musllinux_1_2_s390x.whl", hash = "sha256:d8a9316f4da85e937242642b537c6d55d7e9287dd38e5634732f8233932aff45", size = 255221, upload-time = "2026-08-12T14:35:00.71Z" }, + { url = "https://files.pythonhosted.org/packages/77/9d/10ecd3bcbe2666b3d4d4026c97b48f73990682815db516052a1e8f4a31c5/charset_normalizer-3.5.0-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:d90254c8f609338c53ec180fcd4c4f9c16502e238e3fc88ca7fd4c2f38d445b8", size = 253450, upload-time = "2026-08-12T14:35:02.217Z" }, + { url = "https://files.pythonhosted.org/packages/e4/0f/d044c4872c0938a84f87b5027a698c0e61bacfc5c3551a4e749ca9b7bc5c/charset_normalizer-3.5.0-cp37-abi3-win32.whl", hash = "sha256:8b3e9e29b8b07cc461b9ce7768db7693a93979d0dadf22046f6f3555ded2f516", size = 173594, upload-time = "2026-08-12T14:35:03.845Z" }, + { url = "https://files.pythonhosted.org/packages/10/6b/6046773901f1944b9a89436351529811ee958afc7b774563be9d74a6f0c3/charset_normalizer-3.5.0-cp37-abi3-win_amd64.whl", hash = "sha256:0c8953d9d1617794cfc40d81179571c9ba3805dd029623a15c93f1fb70e60a74", size = 198959, upload-time = "2026-08-12T14:35:05.187Z" }, + { url = "https://files.pythonhosted.org/packages/ab/a6/b57708ac92aefc8e8389d51d5178129b81f03196da61ee2c23e687b8178a/charset_normalizer-3.5.0-cp37-abi3-win_arm64.whl", hash = "sha256:562d24ca7797c1af8852994950c2e623a907b201fc4b0ed29e92af173d3828ca", size = 267055, upload-time = "2026-08-12T14:35:06.533Z" }, + { url = "https://files.pythonhosted.org/packages/22/c7/754d09943a616937df61e4ba367c409ded2a987e872972098d51a6fcf73b/charset_normalizer-3.5.0-py3-none-any.whl", hash = "sha256:993dfcbe75a85a3784abb5084f2c41b915767c90546fcc92803cffa28611baea", size = 67943, upload-time = "2026-08-12T14:35:30.363Z" }, +] + +[[package]] +name = "click" +version = "8.4.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/76/d4/81420972a676e8ffea40450d8c8c92943e7218a78fe9b64359836cc9876b/click-8.4.2.tar.gz", hash = "sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6", size = 338000, upload-time = "2026-06-24T17:45:15.148Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/fb/e2/79c688af8b210d232694e31e59da9f6ec747bae31c3f5946e4e9b98860d5/click-8.4.2-py3-none-any.whl", hash = "sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76", size = 119243, upload-time = "2026-06-24T17:45:13.73Z" }, +] + +[[package]] +name = "codameter" +source = { editable = "." } +dependencies = [ + { name = "matplotlib", version = "3.10.9", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "matplotlib", version = "3.11.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "numpy", version = "2.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, + { name = "pandas", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "pandas", version = "3.0.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "pyarrow" }, + { name = "pyyaml" }, + { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "scipy", version = "1.17.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "scipy", version = "1.18.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, + { name = "xarray", version = "2025.6.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "xarray", version = "2026.7.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, +] + +[package.optional-dependencies] +all = [ + { name = "disba" }, + { name = "emcee" }, +] +aws = [ + { name = "boto3" }, +] +dev = [ + { name = "black" }, + { name = "disba" }, + { name = "emcee" }, + { name = "hypothesis" }, + { name = "mkdocs" }, + { name = "mkdocs-material" }, + { name = "mkdocstrings", extra = ["python"] }, + { name = "mypy" }, + { name = "pre-commit" }, + { name = "pytest" }, + { name = "pytest-cov" }, + { name = "ruff" }, +] +docs = [ + { name = "mkdocs" }, + { name = "mkdocs-material" }, + { name = "mkdocstrings", extra = ["python"] }, +] +kernels = [ + { name = "disba" }, +] +mcmc = [ + { name = "emcee" }, +] +test = [ + { name = "hypothesis" }, + { name = "pytest" }, + { name = "pytest-cov" }, +] + +[package.metadata] +requires-dist = [ + { name = "black", marker = "extra == 'dev'", specifier = ">=23.10" }, + { name = "boto3", marker = "extra == 'aws'", specifier = ">=1.28" }, + { name = "disba", marker = "extra == 'all'", specifier = ">=0.7,<0.8" }, + { name = "disba", marker = "extra == 'dev'", specifier = ">=0.7,<0.8" }, + { name = "disba", marker = "extra == 'kernels'", specifier = ">=0.7,<0.8" }, + { name = "emcee", marker = "extra == 'all'", specifier = ">=3.1" }, + { name = "emcee", marker = "extra == 'dev'", specifier = ">=3.1" }, + { name = "emcee", marker = "extra == 'mcmc'", specifier = ">=3.1" }, + { name = "hypothesis", marker = "extra == 'dev'", specifier = ">=6.80" }, + { name = "hypothesis", marker = "extra == 'test'", specifier = ">=6.80" }, + { name = "matplotlib", specifier = ">=3.7" }, + { name = "mkdocs", marker = "extra == 'dev'", specifier = ">=1.5" }, + { name = "mkdocs", marker = "extra == 'docs'", specifier = ">=1.5" }, + { name = "mkdocs-material", marker = "extra == 'dev'", specifier = ">=9.4" }, + { name = "mkdocs-material", marker = "extra == 'docs'", specifier = ">=9.4" }, + { name = "mkdocstrings", extras = ["python"], marker = "extra == 'dev'", specifier = ">=0.24" }, + { name = "mkdocstrings", extras = ["python"], marker = "extra == 'docs'", specifier = ">=0.24" }, + { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.6" }, + { name = "numpy", specifier = ">=1.24" }, + { name = "pandas", specifier = ">=2.0" }, + { name = "pre-commit", marker = "extra == 'dev'", specifier = ">=3.5" }, + { name = "pyarrow", specifier = ">=12.0" }, + { name = "pytest", marker = "extra == 'dev'", specifier = ">=7.4" }, + { name = "pytest", marker = "extra == 'test'", specifier = ">=7.4" }, + { name = "pytest-cov", marker = "extra == 'dev'", specifier = ">=4.1" }, + { name = "pytest-cov", marker = "extra == 'test'", specifier = ">=4.1" }, + { name = "pyyaml", specifier = ">=6.0" }, + { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.1" }, + { name = "scipy", specifier = ">=1.10" }, + { name = "xarray", specifier = ">=2023.6" }, +] +provides-extras = ["all", "aws", "dev", "docs", "kernels", "mcmc", "test"] + +[[package]] +name = "colorama" +version = "0.4.6" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697, upload-time = "2022-10-25T02:36:22.414Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" }, +] + +[[package]] +name = "contourpy" +version = "1.3.2" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.11'", +] +dependencies = [ + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/66/54/eb9bfc647b19f2009dd5c7f5ec51c4e6ca831725f1aea7a993034f483147/contourpy-1.3.2.tar.gz", hash = "sha256:b6945942715a034c671b7fc54f9588126b0b8bf23db2696e3ca8328f3ff0ab54", size = 13466130, upload-time = "2025-04-15T17:47:53.79Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/12/a3/da4153ec8fe25d263aa48c1a4cbde7f49b59af86f0b6f7862788c60da737/contourpy-1.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ba38e3f9f330af820c4b27ceb4b9c7feee5fe0493ea53a8720f4792667465934", size = 268551, upload-time = "2025-04-15T17:34:46.581Z" }, + { url = "https://files.pythonhosted.org/packages/2f/6c/330de89ae1087eb622bfca0177d32a7ece50c3ef07b28002de4757d9d875/contourpy-1.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc41ba0714aa2968d1f8674ec97504a8f7e334f48eeacebcaa6256213acb0989", size = 253399, upload-time = "2025-04-15T17:34:51.427Z" }, + { url = "https://files.pythonhosted.org/packages/c1/bd/20c6726b1b7f81a8bee5271bed5c165f0a8e1f572578a9d27e2ccb763cb2/contourpy-1.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9be002b31c558d1ddf1b9b415b162c603405414bacd6932d031c5b5a8b757f0d", size = 312061, upload-time = "2025-04-15T17:34:55.961Z" }, + { url = "https://files.pythonhosted.org/packages/22/fc/a9665c88f8a2473f823cf1ec601de9e5375050f1958cbb356cdf06ef1ab6/contourpy-1.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8d2e74acbcba3bfdb6d9d8384cdc4f9260cae86ed9beee8bd5f54fee49a430b9", size = 351956, upload-time = "2025-04-15T17:35:00.992Z" }, + { url = "https://files.pythonhosted.org/packages/25/eb/9f0a0238f305ad8fb7ef42481020d6e20cf15e46be99a1fcf939546a177e/contourpy-1.3.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e259bced5549ac64410162adc973c5e2fb77f04df4a439d00b478e57a0e65512", size = 320872, upload-time = "2025-04-15T17:35:06.177Z" }, + { url = "https://files.pythonhosted.org/packages/32/5c/1ee32d1c7956923202f00cf8d2a14a62ed7517bdc0ee1e55301227fc273c/contourpy-1.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad687a04bc802cbe8b9c399c07162a3c35e227e2daccf1668eb1f278cb698631", size = 325027, upload-time = "2025-04-15T17:35:11.244Z" }, + { url = "https://files.pythonhosted.org/packages/83/bf/9baed89785ba743ef329c2b07fd0611d12bfecbedbdd3eeecf929d8d3b52/contourpy-1.3.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cdd22595308f53ef2f891040ab2b93d79192513ffccbd7fe19be7aa773a5e09f", size = 1306641, upload-time = "2025-04-15T17:35:26.701Z" }, + { url = "https://files.pythonhosted.org/packages/d4/cc/74e5e83d1e35de2d28bd97033426b450bc4fd96e092a1f7a63dc7369b55d/contourpy-1.3.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b4f54d6a2defe9f257327b0f243612dd051cc43825587520b1bf74a31e2f6ef2", size = 1374075, upload-time = "2025-04-15T17:35:43.204Z" }, + { url = "https://files.pythonhosted.org/packages/0c/42/17f3b798fd5e033b46a16f8d9fcb39f1aba051307f5ebf441bad1ecf78f8/contourpy-1.3.2-cp310-cp310-win32.whl", hash = "sha256:f939a054192ddc596e031e50bb13b657ce318cf13d264f095ce9db7dc6ae81c0", size = 177534, upload-time = "2025-04-15T17:35:46.554Z" }, + { url = "https://files.pythonhosted.org/packages/54/ec/5162b8582f2c994721018d0c9ece9dc6ff769d298a8ac6b6a652c307e7df/contourpy-1.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:c440093bbc8fc21c637c03bafcbef95ccd963bc6e0514ad887932c18ca2a759a", size = 221188, upload-time = "2025-04-15T17:35:50.064Z" }, + { url = "https://files.pythonhosted.org/packages/b3/b9/ede788a0b56fc5b071639d06c33cb893f68b1178938f3425debebe2dab78/contourpy-1.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6a37a2fb93d4df3fc4c0e363ea4d16f83195fc09c891bc8ce072b9d084853445", size = 269636, upload-time = "2025-04-15T17:35:54.473Z" }, + { url = "https://files.pythonhosted.org/packages/e6/75/3469f011d64b8bbfa04f709bfc23e1dd71be54d05b1b083be9f5b22750d1/contourpy-1.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b7cd50c38f500bbcc9b6a46643a40e0913673f869315d8e70de0438817cb7773", size = 254636, upload-time = "2025-04-15T17:35:58.283Z" }, + { url = "https://files.pythonhosted.org/packages/8d/2f/95adb8dae08ce0ebca4fd8e7ad653159565d9739128b2d5977806656fcd2/contourpy-1.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d6658ccc7251a4433eebd89ed2672c2ed96fba367fd25ca9512aa92a4b46c4f1", size = 313053, upload-time = "2025-04-15T17:36:03.235Z" }, + { url = "https://files.pythonhosted.org/packages/c3/a6/8ccf97a50f31adfa36917707fe39c9a0cbc24b3bbb58185577f119736cc9/contourpy-1.3.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:70771a461aaeb335df14deb6c97439973d253ae70660ca085eec25241137ef43", size = 352985, upload-time = "2025-04-15T17:36:08.275Z" }, + { url = "https://files.pythonhosted.org/packages/1d/b6/7925ab9b77386143f39d9c3243fdd101621b4532eb126743201160ffa7e6/contourpy-1.3.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:65a887a6e8c4cd0897507d814b14c54a8c2e2aa4ac9f7686292f9769fcf9a6ab", size = 323750, upload-time = "2025-04-15T17:36:13.29Z" }, + { url = "https://files.pythonhosted.org/packages/c2/f3/20c5d1ef4f4748e52d60771b8560cf00b69d5c6368b5c2e9311bcfa2a08b/contourpy-1.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3859783aefa2b8355697f16642695a5b9792e7a46ab86da1118a4a23a51a33d7", size = 326246, upload-time = "2025-04-15T17:36:18.329Z" }, + { url = "https://files.pythonhosted.org/packages/8c/e5/9dae809e7e0b2d9d70c52b3d24cba134dd3dad979eb3e5e71f5df22ed1f5/contourpy-1.3.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:eab0f6db315fa4d70f1d8ab514e527f0366ec021ff853d7ed6a2d33605cf4b83", size = 1308728, upload-time = "2025-04-15T17:36:33.878Z" }, + { url = "https://files.pythonhosted.org/packages/e2/4a/0058ba34aeea35c0b442ae61a4f4d4ca84d6df8f91309bc2d43bb8dd248f/contourpy-1.3.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:d91a3ccc7fea94ca0acab82ceb77f396d50a1f67412efe4c526f5d20264e6ecd", size = 1375762, upload-time = "2025-04-15T17:36:51.295Z" }, + { url = "https://files.pythonhosted.org/packages/09/33/7174bdfc8b7767ef2c08ed81244762d93d5c579336fc0b51ca57b33d1b80/contourpy-1.3.2-cp311-cp311-win32.whl", hash = "sha256:1c48188778d4d2f3d48e4643fb15d8608b1d01e4b4d6b0548d9b336c28fc9b6f", size = 178196, upload-time = "2025-04-15T17:36:55.002Z" }, + { url = "https://files.pythonhosted.org/packages/5e/fe/4029038b4e1c4485cef18e480b0e2cd2d755448bb071eb9977caac80b77b/contourpy-1.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:5ebac872ba09cb8f2131c46b8739a7ff71de28a24c869bcad554477eb089a878", size = 222017, upload-time = "2025-04-15T17:36:58.576Z" }, + { url = "https://files.pythonhosted.org/packages/34/f7/44785876384eff370c251d58fd65f6ad7f39adce4a093c934d4a67a7c6b6/contourpy-1.3.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4caf2bcd2969402bf77edc4cb6034c7dd7c0803213b3523f111eb7460a51b8d2", size = 271580, upload-time = "2025-04-15T17:37:03.105Z" }, + { url = "https://files.pythonhosted.org/packages/93/3b/0004767622a9826ea3d95f0e9d98cd8729015768075d61f9fea8eeca42a8/contourpy-1.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:82199cb78276249796419fe36b7386bd8d2cc3f28b3bc19fe2454fe2e26c4c15", size = 255530, upload-time = "2025-04-15T17:37:07.026Z" }, + { url = "https://files.pythonhosted.org/packages/e7/bb/7bd49e1f4fa805772d9fd130e0d375554ebc771ed7172f48dfcd4ca61549/contourpy-1.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:106fab697af11456fcba3e352ad50effe493a90f893fca6c2ca5c033820cea92", size = 307688, upload-time = "2025-04-15T17:37:11.481Z" }, + { url = "https://files.pythonhosted.org/packages/fc/97/e1d5dbbfa170725ef78357a9a0edc996b09ae4af170927ba8ce977e60a5f/contourpy-1.3.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d14f12932a8d620e307f715857107b1d1845cc44fdb5da2bc8e850f5ceba9f87", size = 347331, upload-time = "2025-04-15T17:37:18.212Z" }, + { url = "https://files.pythonhosted.org/packages/6f/66/e69e6e904f5ecf6901be3dd16e7e54d41b6ec6ae3405a535286d4418ffb4/contourpy-1.3.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:532fd26e715560721bb0d5fc7610fce279b3699b018600ab999d1be895b09415", size = 318963, upload-time = "2025-04-15T17:37:22.76Z" }, + { url = "https://files.pythonhosted.org/packages/a8/32/b8a1c8965e4f72482ff2d1ac2cd670ce0b542f203c8e1d34e7c3e6925da7/contourpy-1.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f26b383144cf2d2c29f01a1e8170f50dacf0eac02d64139dcd709a8ac4eb3cfe", size = 323681, upload-time = "2025-04-15T17:37:33.001Z" }, + { url = "https://files.pythonhosted.org/packages/30/c6/12a7e6811d08757c7162a541ca4c5c6a34c0f4e98ef2b338791093518e40/contourpy-1.3.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c49f73e61f1f774650a55d221803b101d966ca0c5a2d6d5e4320ec3997489441", size = 1308674, upload-time = "2025-04-15T17:37:48.64Z" }, + { url = "https://files.pythonhosted.org/packages/2a/8a/bebe5a3f68b484d3a2b8ffaf84704b3e343ef1addea528132ef148e22b3b/contourpy-1.3.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3d80b2c0300583228ac98d0a927a1ba6a2ba6b8a742463c564f1d419ee5b211e", size = 1380480, upload-time = "2025-04-15T17:38:06.7Z" }, + { url = "https://files.pythonhosted.org/packages/34/db/fcd325f19b5978fb509a7d55e06d99f5f856294c1991097534360b307cf1/contourpy-1.3.2-cp312-cp312-win32.whl", hash = "sha256:90df94c89a91b7362e1142cbee7568f86514412ab8a2c0d0fca72d7e91b62912", size = 178489, upload-time = "2025-04-15T17:38:10.338Z" }, + { url = "https://files.pythonhosted.org/packages/01/c8/fadd0b92ffa7b5eb5949bf340a63a4a496a6930a6c37a7ba0f12acb076d6/contourpy-1.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:8c942a01d9163e2e5cfb05cb66110121b8d07ad438a17f9e766317bcb62abf73", size = 223042, upload-time = "2025-04-15T17:38:14.239Z" }, + { url = "https://files.pythonhosted.org/packages/2e/61/5673f7e364b31e4e7ef6f61a4b5121c5f170f941895912f773d95270f3a2/contourpy-1.3.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:de39db2604ae755316cb5967728f4bea92685884b1e767b7c24e983ef5f771cb", size = 271630, upload-time = "2025-04-15T17:38:19.142Z" }, + { url = "https://files.pythonhosted.org/packages/ff/66/a40badddd1223822c95798c55292844b7e871e50f6bfd9f158cb25e0bd39/contourpy-1.3.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3f9e896f447c5c8618f1edb2bafa9a4030f22a575ec418ad70611450720b5b08", size = 255670, upload-time = "2025-04-15T17:38:23.688Z" }, + { url = "https://files.pythonhosted.org/packages/1e/c7/cf9fdee8200805c9bc3b148f49cb9482a4e3ea2719e772602a425c9b09f8/contourpy-1.3.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:71e2bd4a1c4188f5c2b8d274da78faab884b59df20df63c34f74aa1813c4427c", size = 306694, upload-time = "2025-04-15T17:38:28.238Z" }, + { url = "https://files.pythonhosted.org/packages/dd/e7/ccb9bec80e1ba121efbffad7f38021021cda5be87532ec16fd96533bb2e0/contourpy-1.3.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:de425af81b6cea33101ae95ece1f696af39446db9682a0b56daaa48cfc29f38f", size = 345986, upload-time = "2025-04-15T17:38:33.502Z" }, + { url = "https://files.pythonhosted.org/packages/dc/49/ca13bb2da90391fa4219fdb23b078d6065ada886658ac7818e5441448b78/contourpy-1.3.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:977e98a0e0480d3fe292246417239d2d45435904afd6d7332d8455981c408b85", size = 318060, upload-time = "2025-04-15T17:38:38.672Z" }, + { url = "https://files.pythonhosted.org/packages/c8/65/5245ce8c548a8422236c13ffcdcdada6a2a812c361e9e0c70548bb40b661/contourpy-1.3.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:434f0adf84911c924519d2b08fc10491dd282b20bdd3fa8f60fd816ea0b48841", size = 322747, upload-time = "2025-04-15T17:38:43.712Z" }, + { url = "https://files.pythonhosted.org/packages/72/30/669b8eb48e0a01c660ead3752a25b44fdb2e5ebc13a55782f639170772f9/contourpy-1.3.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c66c4906cdbc50e9cba65978823e6e00b45682eb09adbb78c9775b74eb222422", size = 1308895, upload-time = "2025-04-15T17:39:00.224Z" }, + { url = "https://files.pythonhosted.org/packages/05/5a/b569f4250decee6e8d54498be7bdf29021a4c256e77fe8138c8319ef8eb3/contourpy-1.3.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8b7fc0cd78ba2f4695fd0a6ad81a19e7e3ab825c31b577f384aa9d7817dc3bef", size = 1379098, upload-time = "2025-04-15T17:43:29.649Z" }, + { url = "https://files.pythonhosted.org/packages/19/ba/b227c3886d120e60e41b28740ac3617b2f2b971b9f601c835661194579f1/contourpy-1.3.2-cp313-cp313-win32.whl", hash = "sha256:15ce6ab60957ca74cff444fe66d9045c1fd3e92c8936894ebd1f3eef2fff075f", size = 178535, upload-time = "2025-04-15T17:44:44.532Z" }, + { url = "https://files.pythonhosted.org/packages/12/6e/2fed56cd47ca739b43e892707ae9a13790a486a3173be063681ca67d2262/contourpy-1.3.2-cp313-cp313-win_amd64.whl", hash = "sha256:e1578f7eafce927b168752ed7e22646dad6cd9bca673c60bff55889fa236ebf9", size = 223096, upload-time = "2025-04-15T17:44:48.194Z" }, + { url = "https://files.pythonhosted.org/packages/54/4c/e76fe2a03014a7c767d79ea35c86a747e9325537a8b7627e0e5b3ba266b4/contourpy-1.3.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0475b1f6604896bc7c53bb070e355e9321e1bc0d381735421a2d2068ec56531f", size = 285090, upload-time = "2025-04-15T17:43:34.084Z" }, + { url = "https://files.pythonhosted.org/packages/7b/e2/5aba47debd55d668e00baf9651b721e7733975dc9fc27264a62b0dd26eb8/contourpy-1.3.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:c85bb486e9be652314bb5b9e2e3b0d1b2e643d5eec4992c0fbe8ac71775da739", size = 268643, upload-time = "2025-04-15T17:43:38.626Z" }, + { url = "https://files.pythonhosted.org/packages/a1/37/cd45f1f051fe6230f751cc5cdd2728bb3a203f5619510ef11e732109593c/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:745b57db7758f3ffc05a10254edd3182a2a83402a89c00957a8e8a22f5582823", size = 310443, upload-time = "2025-04-15T17:43:44.522Z" }, + { url = "https://files.pythonhosted.org/packages/8b/a2/36ea6140c306c9ff6dd38e3bcec80b3b018474ef4d17eb68ceecd26675f4/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:970e9173dbd7eba9b4e01aab19215a48ee5dd3f43cef736eebde064a171f89a5", size = 349865, upload-time = "2025-04-15T17:43:49.545Z" }, + { url = "https://files.pythonhosted.org/packages/95/b7/2fc76bc539693180488f7b6cc518da7acbbb9e3b931fd9280504128bf956/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c6c4639a9c22230276b7bffb6a850dfc8258a2521305e1faefe804d006b2e532", size = 321162, upload-time = "2025-04-15T17:43:54.203Z" }, + { url = "https://files.pythonhosted.org/packages/f4/10/76d4f778458b0aa83f96e59d65ece72a060bacb20cfbee46cf6cd5ceba41/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cc829960f34ba36aad4302e78eabf3ef16a3a100863f0d4eeddf30e8a485a03b", size = 327355, upload-time = "2025-04-15T17:44:01.025Z" }, + { url = "https://files.pythonhosted.org/packages/43/a3/10cf483ea683f9f8ab096c24bad3cce20e0d1dd9a4baa0e2093c1c962d9d/contourpy-1.3.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:d32530b534e986374fc19eaa77fcb87e8a99e5431499949b828312bdcd20ac52", size = 1307935, upload-time = "2025-04-15T17:44:17.322Z" }, + { url = "https://files.pythonhosted.org/packages/78/73/69dd9a024444489e22d86108e7b913f3528f56cfc312b5c5727a44188471/contourpy-1.3.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:e298e7e70cf4eb179cc1077be1c725b5fd131ebc81181bf0c03525c8abc297fd", size = 1372168, upload-time = "2025-04-15T17:44:33.43Z" }, + { url = "https://files.pythonhosted.org/packages/0f/1b/96d586ccf1b1a9d2004dd519b25fbf104a11589abfd05484ff12199cca21/contourpy-1.3.2-cp313-cp313t-win32.whl", hash = "sha256:d0e589ae0d55204991450bb5c23f571c64fe43adaa53f93fc902a84c96f52fe1", size = 189550, upload-time = "2025-04-15T17:44:37.092Z" }, + { url = "https://files.pythonhosted.org/packages/b0/e6/6000d0094e8a5e32ad62591c8609e269febb6e4db83a1c75ff8868b42731/contourpy-1.3.2-cp313-cp313t-win_amd64.whl", hash = "sha256:78e9253c3de756b3f6a5174d024c4835acd59eb3f8e2ca13e775dbffe1558f69", size = 238214, upload-time = "2025-04-15T17:44:40.827Z" }, + { url = "https://files.pythonhosted.org/packages/33/05/b26e3c6ecc05f349ee0013f0bb850a761016d89cec528a98193a48c34033/contourpy-1.3.2-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:fd93cc7f3139b6dd7aab2f26a90dde0aa9fc264dbf70f6740d498a70b860b82c", size = 265681, upload-time = "2025-04-15T17:44:59.314Z" }, + { url = "https://files.pythonhosted.org/packages/2b/25/ac07d6ad12affa7d1ffed11b77417d0a6308170f44ff20fa1d5aa6333f03/contourpy-1.3.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:107ba8a6a7eec58bb475329e6d3b95deba9440667c4d62b9b6063942b61d7f16", size = 315101, upload-time = "2025-04-15T17:45:04.165Z" }, + { url = "https://files.pythonhosted.org/packages/8f/4d/5bb3192bbe9d3f27e3061a6a8e7733c9120e203cb8515767d30973f71030/contourpy-1.3.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:ded1706ed0c1049224531b81128efbd5084598f18d8a2d9efae833edbd2b40ad", size = 220599, upload-time = "2025-04-15T17:45:08.456Z" }, + { url = "https://files.pythonhosted.org/packages/ff/c0/91f1215d0d9f9f343e4773ba6c9b89e8c0cc7a64a6263f21139da639d848/contourpy-1.3.2-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:5f5964cdad279256c084b69c3f412b7801e15356b16efa9d78aa974041903da0", size = 266807, upload-time = "2025-04-15T17:45:15.535Z" }, + { url = "https://files.pythonhosted.org/packages/d4/79/6be7e90c955c0487e7712660d6cead01fa17bff98e0ea275737cc2bc8e71/contourpy-1.3.2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49b65a95d642d4efa8f64ba12558fcb83407e58a2dfba9d796d77b63ccfcaff5", size = 318729, upload-time = "2025-04-15T17:45:20.166Z" }, + { url = "https://files.pythonhosted.org/packages/87/68/7f46fb537958e87427d98a4074bcde4b67a70b04900cfc5ce29bc2f556c1/contourpy-1.3.2-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:8c5acb8dddb0752bf252e01a3035b21443158910ac16a3b0d20e7fed7d534ce5", size = 221791, upload-time = "2025-04-15T17:45:24.794Z" }, +] + +[[package]] +name = "contourpy" +version = "1.3.3" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.15' and sys_platform == 'win32'", + "python_full_version == '3.14.*' and sys_platform == 'win32'", + "python_full_version >= '3.15' and sys_platform == 'emscripten'", + "python_full_version == '3.14.*' and sys_platform == 'emscripten'", + "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", +] +dependencies = [ + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "numpy", version = "2.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/58/01/1253e6698a07380cd31a736d248a3f2a50a7c88779a1813da27503cadc2a/contourpy-1.3.3.tar.gz", hash = "sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880", size = 13466174, upload-time = "2025-07-26T12:03:12.549Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/91/2e/c4390a31919d8a78b90e8ecf87cd4b4c4f05a5b48d05ec17db8e5404c6f4/contourpy-1.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:709a48ef9a690e1343202916450bc48b9e51c049b089c7f79a267b46cffcdaa1", size = 288773, upload-time = "2025-07-26T12:01:02.277Z" }, + { url = "https://files.pythonhosted.org/packages/0d/44/c4b0b6095fef4dc9c420e041799591e3b63e9619e3044f7f4f6c21c0ab24/contourpy-1.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:23416f38bfd74d5d28ab8429cc4d63fa67d5068bd711a85edb1c3fb0c3e2f381", size = 270149, upload-time = "2025-07-26T12:01:04.072Z" }, + { url = "https://files.pythonhosted.org/packages/30/2e/dd4ced42fefac8470661d7cb7e264808425e6c5d56d175291e93890cce09/contourpy-1.3.3-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:929ddf8c4c7f348e4c0a5a3a714b5c8542ffaa8c22954862a46ca1813b667ee7", size = 329222, upload-time = "2025-07-26T12:01:05.688Z" }, + { url = "https://files.pythonhosted.org/packages/f2/74/cc6ec2548e3d276c71389ea4802a774b7aa3558223b7bade3f25787fafc2/contourpy-1.3.3-cp311-cp311-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:9e999574eddae35f1312c2b4b717b7885d4edd6cb46700e04f7f02db454e67c1", size = 377234, upload-time = "2025-07-26T12:01:07.054Z" }, + { url = "https://files.pythonhosted.org/packages/03/b3/64ef723029f917410f75c09da54254c5f9ea90ef89b143ccadb09df14c15/contourpy-1.3.3-cp311-cp311-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0bf67e0e3f482cb69779dd3061b534eb35ac9b17f163d851e2a547d56dba0a3a", size = 380555, upload-time = "2025-07-26T12:01:08.801Z" }, + { url = "https://files.pythonhosted.org/packages/5f/4b/6157f24ca425b89fe2eb7e7be642375711ab671135be21e6faa100f7448c/contourpy-1.3.3-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:51e79c1f7470158e838808d4a996fa9bac72c498e93d8ebe5119bc1e6becb0db", size = 355238, upload-time = "2025-07-26T12:01:10.319Z" }, + { url = "https://files.pythonhosted.org/packages/98/56/f914f0dd678480708a04cfd2206e7c382533249bc5001eb9f58aa693e200/contourpy-1.3.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:598c3aaece21c503615fd59c92a3598b428b2f01bfb4b8ca9c4edeecc2438620", size = 1326218, upload-time = "2025-07-26T12:01:12.659Z" }, + { url = "https://files.pythonhosted.org/packages/fb/d7/4a972334a0c971acd5172389671113ae82aa7527073980c38d5868ff1161/contourpy-1.3.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:322ab1c99b008dad206d406bb61d014cf0174df491ae9d9d0fac6a6fda4f977f", size = 1392867, upload-time = "2025-07-26T12:01:15.533Z" }, + { url = "https://files.pythonhosted.org/packages/75/3e/f2cc6cd56dc8cff46b1a56232eabc6feea52720083ea71ab15523daab796/contourpy-1.3.3-cp311-cp311-win32.whl", hash = "sha256:fd907ae12cd483cd83e414b12941c632a969171bf90fc937d0c9f268a31cafff", size = 183677, upload-time = "2025-07-26T12:01:17.088Z" }, + { url = "https://files.pythonhosted.org/packages/98/4b/9bd370b004b5c9d8045c6c33cf65bae018b27aca550a3f657cdc99acdbd8/contourpy-1.3.3-cp311-cp311-win_amd64.whl", hash = "sha256:3519428f6be58431c56581f1694ba8e50626f2dd550af225f82fb5f5814d2a42", size = 225234, upload-time = "2025-07-26T12:01:18.256Z" }, + { url = "https://files.pythonhosted.org/packages/d9/b6/71771e02c2e004450c12b1120a5f488cad2e4d5b590b1af8bad060360fe4/contourpy-1.3.3-cp311-cp311-win_arm64.whl", hash = "sha256:15ff10bfada4bf92ec8b31c62bf7c1834c244019b4a33095a68000d7075df470", size = 193123, upload-time = "2025-07-26T12:01:19.848Z" }, + { url = "https://files.pythonhosted.org/packages/be/45/adfee365d9ea3d853550b2e735f9d66366701c65db7855cd07621732ccfc/contourpy-1.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb", size = 293419, upload-time = "2025-07-26T12:01:21.16Z" }, + { url = "https://files.pythonhosted.org/packages/53/3e/405b59cfa13021a56bba395a6b3aca8cec012b45bf177b0eaf7a202cde2c/contourpy-1.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6", size = 273979, upload-time = "2025-07-26T12:01:22.448Z" }, + { url = "https://files.pythonhosted.org/packages/d4/1c/a12359b9b2ca3a845e8f7f9ac08bdf776114eb931392fcad91743e2ea17b/contourpy-1.3.3-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7", size = 332653, upload-time = "2025-07-26T12:01:24.155Z" }, + { url = "https://files.pythonhosted.org/packages/63/12/897aeebfb475b7748ea67b61e045accdfcf0d971f8a588b67108ed7f5512/contourpy-1.3.3-cp312-cp312-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8", size = 379536, upload-time = "2025-07-26T12:01:25.91Z" }, + { url = "https://files.pythonhosted.org/packages/43/8a/a8c584b82deb248930ce069e71576fc09bd7174bbd35183b7943fb1064fd/contourpy-1.3.3-cp312-cp312-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea", size = 384397, upload-time = "2025-07-26T12:01:27.152Z" }, + { url = "https://files.pythonhosted.org/packages/cc/8f/ec6289987824b29529d0dfda0d74a07cec60e54b9c92f3c9da4c0ac732de/contourpy-1.3.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1", size = 362601, upload-time = "2025-07-26T12:01:28.808Z" }, + { url = "https://files.pythonhosted.org/packages/05/0a/a3fe3be3ee2dceb3e615ebb4df97ae6f3828aa915d3e10549ce016302bd1/contourpy-1.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7", size = 1331288, upload-time = "2025-07-26T12:01:31.198Z" }, + { url = "https://files.pythonhosted.org/packages/33/1d/acad9bd4e97f13f3e2b18a3977fe1b4a37ecf3d38d815333980c6c72e963/contourpy-1.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411", size = 1403386, upload-time = "2025-07-26T12:01:33.947Z" }, + { url = "https://files.pythonhosted.org/packages/cf/8f/5847f44a7fddf859704217a99a23a4f6417b10e5ab1256a179264561540e/contourpy-1.3.3-cp312-cp312-win32.whl", hash = "sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69", size = 185018, upload-time = "2025-07-26T12:01:35.64Z" }, + { url = "https://files.pythonhosted.org/packages/19/e8/6026ed58a64563186a9ee3f29f41261fd1828f527dd93d33b60feca63352/contourpy-1.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b", size = 226567, upload-time = "2025-07-26T12:01:36.804Z" }, + { url = "https://files.pythonhosted.org/packages/d1/e2/f05240d2c39a1ed228d8328a78b6f44cd695f7ef47beb3e684cf93604f86/contourpy-1.3.3-cp312-cp312-win_arm64.whl", hash = "sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc", size = 193655, upload-time = "2025-07-26T12:01:37.999Z" }, + { url = "https://files.pythonhosted.org/packages/68/35/0167aad910bbdb9599272bd96d01a9ec6852f36b9455cf2ca67bd4cc2d23/contourpy-1.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:177fb367556747a686509d6fef71d221a4b198a3905fe824430e5ea0fda54eb5", size = 293257, upload-time = "2025-07-26T12:01:39.367Z" }, + { url = "https://files.pythonhosted.org/packages/96/e4/7adcd9c8362745b2210728f209bfbcf7d91ba868a2c5f40d8b58f54c509b/contourpy-1.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d002b6f00d73d69333dac9d0b8d5e84d9724ff9ef044fd63c5986e62b7c9e1b1", size = 274034, upload-time = "2025-07-26T12:01:40.645Z" }, + { url = "https://files.pythonhosted.org/packages/73/23/90e31ceeed1de63058a02cb04b12f2de4b40e3bef5e082a7c18d9c8ae281/contourpy-1.3.3-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:348ac1f5d4f1d66d3322420f01d42e43122f43616e0f194fc1c9f5d830c5b286", size = 334672, upload-time = "2025-07-26T12:01:41.942Z" }, + { url = "https://files.pythonhosted.org/packages/ed/93/b43d8acbe67392e659e1d984700e79eb67e2acb2bd7f62012b583a7f1b55/contourpy-1.3.3-cp313-cp313-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:655456777ff65c2c548b7c454af9c6f33f16c8884f11083244b5819cc214f1b5", size = 381234, upload-time = "2025-07-26T12:01:43.499Z" }, + { url = "https://files.pythonhosted.org/packages/46/3b/bec82a3ea06f66711520f75a40c8fc0b113b2a75edb36aa633eb11c4f50f/contourpy-1.3.3-cp313-cp313-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:644a6853d15b2512d67881586bd03f462c7ab755db95f16f14d7e238f2852c67", size = 385169, upload-time = "2025-07-26T12:01:45.219Z" }, + { url = "https://files.pythonhosted.org/packages/4b/32/e0f13a1c5b0f8572d0ec6ae2f6c677b7991fafd95da523159c19eff0696a/contourpy-1.3.3-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4debd64f124ca62069f313a9cb86656ff087786016d76927ae2cf37846b006c9", size = 362859, upload-time = "2025-07-26T12:01:46.519Z" }, + { url = "https://files.pythonhosted.org/packages/33/71/e2a7945b7de4e58af42d708a219f3b2f4cff7386e6b6ab0a0fa0033c49a9/contourpy-1.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a15459b0f4615b00bbd1e91f1b9e19b7e63aea7483d03d804186f278c0af2659", size = 1332062, upload-time = "2025-07-26T12:01:48.964Z" }, + { url = "https://files.pythonhosted.org/packages/12/fc/4e87ac754220ccc0e807284f88e943d6d43b43843614f0a8afa469801db0/contourpy-1.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ca0fdcd73925568ca027e0b17ab07aad764be4706d0a925b89227e447d9737b7", size = 1403932, upload-time = "2025-07-26T12:01:51.979Z" }, + { url = "https://files.pythonhosted.org/packages/a6/2e/adc197a37443f934594112222ac1aa7dc9a98faf9c3842884df9a9d8751d/contourpy-1.3.3-cp313-cp313-win32.whl", hash = "sha256:b20c7c9a3bf701366556e1b1984ed2d0cedf999903c51311417cf5f591d8c78d", size = 185024, upload-time = "2025-07-26T12:01:53.245Z" }, + { url = "https://files.pythonhosted.org/packages/18/0b/0098c214843213759692cc638fce7de5c289200a830e5035d1791d7a2338/contourpy-1.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263", size = 226578, upload-time = "2025-07-26T12:01:54.422Z" }, + { url = "https://files.pythonhosted.org/packages/8a/9a/2f6024a0c5995243cd63afdeb3651c984f0d2bc727fd98066d40e141ad73/contourpy-1.3.3-cp313-cp313-win_arm64.whl", hash = "sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9", size = 193524, upload-time = "2025-07-26T12:01:55.73Z" }, + { url = "https://files.pythonhosted.org/packages/c0/b3/f8a1a86bd3298513f500e5b1f5fd92b69896449f6cab6a146a5d52715479/contourpy-1.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:88df9880d507169449d434c293467418b9f6cbe82edd19284aa0409e7fdb933d", size = 306730, upload-time = "2025-07-26T12:01:57.051Z" }, + { url = "https://files.pythonhosted.org/packages/3f/11/4780db94ae62fc0c2053909b65dc3246bd7cecfc4f8a20d957ad43aa4ad8/contourpy-1.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:d06bb1f751ba5d417047db62bca3c8fde202b8c11fb50742ab3ab962c81e8216", size = 287897, upload-time = "2025-07-26T12:01:58.663Z" }, + { url = "https://files.pythonhosted.org/packages/ae/15/e59f5f3ffdd6f3d4daa3e47114c53daabcb18574a26c21f03dc9e4e42ff0/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e4e6b05a45525357e382909a4c1600444e2a45b4795163d3b22669285591c1ae", size = 326751, upload-time = "2025-07-26T12:02:00.343Z" }, + { url = "https://files.pythonhosted.org/packages/0f/81/03b45cfad088e4770b1dcf72ea78d3802d04200009fb364d18a493857210/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ab3074b48c4e2cf1a960e6bbeb7f04566bf36b1861d5c9d4d8ac04b82e38ba20", size = 375486, upload-time = "2025-07-26T12:02:02.128Z" }, + { url = "https://files.pythonhosted.org/packages/0c/ba/49923366492ffbdd4486e970d421b289a670ae8cf539c1ea9a09822b371a/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6c3d53c796f8647d6deb1abe867daeb66dcc8a97e8455efa729516b997b8ed99", size = 388106, upload-time = "2025-07-26T12:02:03.615Z" }, + { url = "https://files.pythonhosted.org/packages/9f/52/5b00ea89525f8f143651f9f03a0df371d3cbd2fccd21ca9b768c7a6500c2/contourpy-1.3.3-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:50ed930df7289ff2a8d7afeb9603f8289e5704755c7e5c3bbd929c90c817164b", size = 352548, upload-time = "2025-07-26T12:02:05.165Z" }, + { url = "https://files.pythonhosted.org/packages/32/1d/a209ec1a3a3452d490f6b14dd92e72280c99ae3d1e73da74f8277d4ee08f/contourpy-1.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4feffb6537d64b84877da813a5c30f1422ea5739566abf0bd18065ac040e120a", size = 1322297, upload-time = "2025-07-26T12:02:07.379Z" }, + { url = "https://files.pythonhosted.org/packages/bc/9e/46f0e8ebdd884ca0e8877e46a3f4e633f6c9c8c4f3f6e72be3fe075994aa/contourpy-1.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:2b7e9480ffe2b0cd2e787e4df64270e3a0440d9db8dc823312e2c940c167df7e", size = 1391023, upload-time = "2025-07-26T12:02:10.171Z" }, + { url = "https://files.pythonhosted.org/packages/b9/70/f308384a3ae9cd2209e0849f33c913f658d3326900d0ff5d378d6a1422d2/contourpy-1.3.3-cp313-cp313t-win32.whl", hash = "sha256:283edd842a01e3dcd435b1c5116798d661378d83d36d337b8dde1d16a5fc9ba3", size = 196157, upload-time = "2025-07-26T12:02:11.488Z" }, + { url = "https://files.pythonhosted.org/packages/b2/dd/880f890a6663b84d9e34a6f88cded89d78f0091e0045a284427cb6b18521/contourpy-1.3.3-cp313-cp313t-win_amd64.whl", hash = "sha256:87acf5963fc2b34825e5b6b048f40e3635dd547f590b04d2ab317c2619ef7ae8", size = 240570, upload-time = "2025-07-26T12:02:12.754Z" }, + { url = "https://files.pythonhosted.org/packages/80/99/2adc7d8ffead633234817ef8e9a87115c8a11927a94478f6bb3d3f4d4f7d/contourpy-1.3.3-cp313-cp313t-win_arm64.whl", hash = "sha256:3c30273eb2a55024ff31ba7d052dde990d7d8e5450f4bbb6e913558b3d6c2301", size = 199713, upload-time = "2025-07-26T12:02:14.4Z" }, + { url = "https://files.pythonhosted.org/packages/72/8b/4546f3ab60f78c514ffb7d01a0bd743f90de36f0019d1be84d0a708a580a/contourpy-1.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a", size = 292189, upload-time = "2025-07-26T12:02:16.095Z" }, + { url = "https://files.pythonhosted.org/packages/fd/e1/3542a9cb596cadd76fcef413f19c79216e002623158befe6daa03dbfa88c/contourpy-1.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:cbedb772ed74ff5be440fa8eee9bd49f64f6e3fc09436d9c7d8f1c287b121d77", size = 273251, upload-time = "2025-07-26T12:02:17.524Z" }, + { url = "https://files.pythonhosted.org/packages/b1/71/f93e1e9471d189f79d0ce2497007731c1e6bf9ef6d1d61b911430c3db4e5/contourpy-1.3.3-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:22e9b1bd7a9b1d652cd77388465dc358dafcd2e217d35552424aa4f996f524f5", size = 335810, upload-time = "2025-07-26T12:02:18.9Z" }, + { url = "https://files.pythonhosted.org/packages/91/f9/e35f4c1c93f9275d4e38681a80506b5510e9327350c51f8d4a5a724d178c/contourpy-1.3.3-cp314-cp314-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a22738912262aa3e254e4f3cb079a95a67132fc5a063890e224393596902f5a4", size = 382871, upload-time = "2025-07-26T12:02:20.418Z" }, + { url = "https://files.pythonhosted.org/packages/b5/71/47b512f936f66a0a900d81c396a7e60d73419868fba959c61efed7a8ab46/contourpy-1.3.3-cp314-cp314-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:afe5a512f31ee6bd7d0dda52ec9864c984ca3d66664444f2d72e0dc4eb832e36", size = 386264, upload-time = "2025-07-26T12:02:21.916Z" }, + { url = "https://files.pythonhosted.org/packages/04/5f/9ff93450ba96b09c7c2b3f81c94de31c89f92292f1380261bd7195bea4ea/contourpy-1.3.3-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f64836de09927cba6f79dcd00fdd7d5329f3fccc633468507079c829ca4db4e3", size = 363819, upload-time = "2025-07-26T12:02:23.759Z" }, + { url = "https://files.pythonhosted.org/packages/3e/a6/0b185d4cc480ee494945cde102cb0149ae830b5fa17bf855b95f2e70ad13/contourpy-1.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:1fd43c3be4c8e5fd6e4f2baeae35ae18176cf2e5cced681cca908addf1cdd53b", size = 1333650, upload-time = "2025-07-26T12:02:26.181Z" }, + { url = "https://files.pythonhosted.org/packages/43/d7/afdc95580ca56f30fbcd3060250f66cedbde69b4547028863abd8aa3b47e/contourpy-1.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6afc576f7b33cf00996e5c1102dc2a8f7cc89e39c0b55df93a0b78c1bd992b36", size = 1404833, upload-time = "2025-07-26T12:02:28.782Z" }, + { url = "https://files.pythonhosted.org/packages/e2/e2/366af18a6d386f41132a48f033cbd2102e9b0cf6345d35ff0826cd984566/contourpy-1.3.3-cp314-cp314-win32.whl", hash = "sha256:66c8a43a4f7b8df8b71ee1840e4211a3c8d93b214b213f590e18a1beca458f7d", size = 189692, upload-time = "2025-07-26T12:02:30.128Z" }, + { url = "https://files.pythonhosted.org/packages/7d/c2/57f54b03d0f22d4044b8afb9ca0e184f8b1afd57b4f735c2fa70883dc601/contourpy-1.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd", size = 232424, upload-time = "2025-07-26T12:02:31.395Z" }, + { url = "https://files.pythonhosted.org/packages/18/79/a9416650df9b525737ab521aa181ccc42d56016d2123ddcb7b58e926a42c/contourpy-1.3.3-cp314-cp314-win_arm64.whl", hash = "sha256:95b181891b4c71de4bb404c6621e7e2390745f887f2a026b2d99e92c17892339", size = 198300, upload-time = "2025-07-26T12:02:32.956Z" }, + { url = "https://files.pythonhosted.org/packages/1f/42/38c159a7d0f2b7b9c04c64ab317042bb6952b713ba875c1681529a2932fe/contourpy-1.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:33c82d0138c0a062380332c861387650c82e4cf1747aaa6938b9b6516762e772", size = 306769, upload-time = "2025-07-26T12:02:34.2Z" }, + { url = "https://files.pythonhosted.org/packages/c3/6c/26a8205f24bca10974e77460de68d3d7c63e282e23782f1239f226fcae6f/contourpy-1.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ea37e7b45949df430fe649e5de8351c423430046a2af20b1c1961cae3afcda77", size = 287892, upload-time = "2025-07-26T12:02:35.807Z" }, + { url = "https://files.pythonhosted.org/packages/66/06/8a475c8ab718ebfd7925661747dbb3c3ee9c82ac834ccb3570be49d129f4/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d304906ecc71672e9c89e87c4675dc5c2645e1f4269a5063b99b0bb29f232d13", size = 326748, upload-time = "2025-07-26T12:02:37.193Z" }, + { url = "https://files.pythonhosted.org/packages/b4/a3/c5ca9f010a44c223f098fccd8b158bb1cb287378a31ac141f04730dc49be/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ca658cd1a680a5c9ea96dc61cdbae1e85c8f25849843aa799dfd3cb370ad4fbe", size = 375554, upload-time = "2025-07-26T12:02:38.894Z" }, + { url = "https://files.pythonhosted.org/packages/80/5b/68bd33ae63fac658a4145088c1e894405e07584a316738710b636c6d0333/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ab2fd90904c503739a75b7c8c5c01160130ba67944a7b77bbf36ef8054576e7f", size = 388118, upload-time = "2025-07-26T12:02:40.642Z" }, + { url = "https://files.pythonhosted.org/packages/40/52/4c285a6435940ae25d7410a6c36bda5145839bc3f0beb20c707cda18b9d2/contourpy-1.3.3-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b7301b89040075c30e5768810bc96a8e8d78085b47d8be6e4c3f5a0b4ed478a0", size = 352555, upload-time = "2025-07-26T12:02:42.25Z" }, + { url = "https://files.pythonhosted.org/packages/24/ee/3e81e1dd174f5c7fefe50e85d0892de05ca4e26ef1c9a59c2a57e43b865a/contourpy-1.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:2a2a8b627d5cc6b7c41a4beff6c5ad5eb848c88255fda4a8745f7e901b32d8e4", size = 1322295, upload-time = "2025-07-26T12:02:44.668Z" }, + { url = "https://files.pythonhosted.org/packages/3c/b2/6d913d4d04e14379de429057cd169e5e00f6c2af3bb13e1710bcbdb5da12/contourpy-1.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:fd6ec6be509c787f1caf6b247f0b1ca598bef13f4ddeaa126b7658215529ba0f", size = 1391027, upload-time = "2025-07-26T12:02:47.09Z" }, + { url = "https://files.pythonhosted.org/packages/93/8a/68a4ec5c55a2971213d29a9374913f7e9f18581945a7a31d1a39b5d2dfe5/contourpy-1.3.3-cp314-cp314t-win32.whl", hash = "sha256:e74a9a0f5e3fff48fb5a7f2fd2b9b70a3fe014a67522f79b7cca4c0c7e43c9ae", size = 202428, upload-time = "2025-07-26T12:02:48.691Z" }, + { url = "https://files.pythonhosted.org/packages/fa/96/fd9f641ffedc4fa3ace923af73b9d07e869496c9cc7a459103e6e978992f/contourpy-1.3.3-cp314-cp314t-win_amd64.whl", hash = "sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc", size = 250331, upload-time = "2025-07-26T12:02:50.137Z" }, + { url = "https://files.pythonhosted.org/packages/ae/8c/469afb6465b853afff216f9528ffda78a915ff880ed58813ba4faf4ba0b6/contourpy-1.3.3-cp314-cp314t-win_arm64.whl", hash = "sha256:b7448cb5a725bb1e35ce88771b86fba35ef418952474492cf7c764059933ff8b", size = 203831, upload-time = "2025-07-26T12:02:51.449Z" }, + { url = "https://files.pythonhosted.org/packages/a5/29/8dcfe16f0107943fa92388c23f6e05cff0ba58058c4c95b00280d4c75a14/contourpy-1.3.3-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:cd5dfcaeb10f7b7f9dc8941717c6c2ade08f587be2226222c12b25f0483ed497", size = 278809, upload-time = "2025-07-26T12:02:52.74Z" }, + { url = "https://files.pythonhosted.org/packages/85/a9/8b37ef4f7dafeb335daee3c8254645ef5725be4d9c6aa70b50ec46ef2f7e/contourpy-1.3.3-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:0c1fc238306b35f246d61a1d416a627348b5cf0648648a031e14bb8705fcdfe8", size = 261593, upload-time = "2025-07-26T12:02:54.037Z" }, + { url = "https://files.pythonhosted.org/packages/0a/59/ebfb8c677c75605cc27f7122c90313fd2f375ff3c8d19a1694bda74aaa63/contourpy-1.3.3-pp311-pypy311_pp73-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:70f9aad7de812d6541d29d2bbf8feb22ff7e1c299523db288004e3157ff4674e", size = 302202, upload-time = "2025-07-26T12:02:55.947Z" }, + { url = "https://files.pythonhosted.org/packages/3c/37/21972a15834d90bfbfb009b9d004779bd5a07a0ec0234e5ba8f64d5736f4/contourpy-1.3.3-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5ed3657edf08512fc3fe81b510e35c2012fbd3081d2e26160f27ca28affec989", size = 329207, upload-time = "2025-07-26T12:02:57.468Z" }, + { url = "https://files.pythonhosted.org/packages/0c/58/bd257695f39d05594ca4ad60df5bcb7e32247f9951fd09a9b8edb82d1daa/contourpy-1.3.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:3d1a3799d62d45c18bafd41c5fa05120b96a28079f2393af559b843d1a966a77", size = 225315, upload-time = "2025-07-26T12:02:58.801Z" }, +] + +[[package]] +name = "coverage" +version = "7.15.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/be/c3/4f2195f512fb172aa425a8803a874b2baa9ba7f80ff7b6080998761fc701/coverage-7.15.4.tar.gz", hash = "sha256:0548198fff07ccf4faf469520bce1c2eceb1ce3e62891921138dec10907f9d00", size = 936952, upload-time = "2026-08-06T13:50:24.442Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/30/70/b052a519a584663a7bd052841a2debe11c8309ec49a7786340003f9c0a02/coverage-7.15.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d0be6daac4cce6b8c8dc65886bae1b082ddbca4da8e5cbb5e15166acf253e264", size = 222245, upload-time = "2026-08-06T13:46:55.253Z" }, + { url = "https://files.pythonhosted.org/packages/67/39/892fa511aba3d1c3c8f49509a0ff5c71eab9f9f88d08e1a38da395821660/coverage-7.15.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b24e078eabcd6a9caa8b0713f9bc1eeb310bcc960a29d45a3b4fcd4b16d5b11d", size = 222762, upload-time = "2026-08-06T13:46:57.848Z" }, + { url = "https://files.pythonhosted.org/packages/9f/95/b2c724ce1e64bc23cb5b1d7eeffa9548dc3d811f7a6297b2d01607f4e062/coverage-7.15.4-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:cfe20cc8cf8821d4fe54f89106cbf06aa27f37b5bbe3535568065a81539b4150", size = 249498, upload-time = "2026-08-06T13:46:59.012Z" }, + { url = "https://files.pythonhosted.org/packages/0b/4f/b1973f67a1382af65b572a31ed692f8e490a6ad707191eab59148376832a/coverage-7.15.4-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:83cf06cdd687677742caff1a9134833b7a8b75f111519d2cb0e0ba1b9a851e15", size = 251328, upload-time = "2026-08-06T13:47:00.764Z" }, + { url = "https://files.pythonhosted.org/packages/a2/09/03efa6722a132abcac91b32a60b64b240dd707c189c64eee697e48992c96/coverage-7.15.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8fa4de68e2a752468ff14b4e15db7def689a71be759e826a31ccecbef69c5fd0", size = 253194, upload-time = "2026-08-06T13:47:01.976Z" }, + { url = "https://files.pythonhosted.org/packages/45/63/8299201d9c80fb65551ce99c966cab83d706ec4066ac999bef08201346de/coverage-7.15.4-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4dff9daa47d83120c3ec38ce921214242944a832aa04e903e50b5b7ebac8972d", size = 255106, upload-time = "2026-08-06T13:47:03.281Z" }, + { url = "https://files.pythonhosted.org/packages/ee/16/26fd8a691eb8d9a230128685f6d23309d7402cb030aa553001788c8c50fc/coverage-7.15.4-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:a093fd37229918976f602aa07aa59e0973cde82186f220c8e197f721f5be0ce4", size = 250177, upload-time = "2026-08-06T13:47:04.713Z" }, + { url = "https://files.pythonhosted.org/packages/ad/ef/3c7556f33783a0a566e01443ca62bd8eb2cdfe22d271efdc02e08beb5654/coverage-7.15.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:317db01a2cb02552fd67e2b1cca77a4b528a2a277176c5e0bf2cecbb639d3f54", size = 251234, upload-time = "2026-08-06T13:47:06.104Z" }, + { url = "https://files.pythonhosted.org/packages/29/49/640a34043edac950738f36a3567832db5731d4cb2ed84b59cdb89c6bccbf/coverage-7.15.4-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:8ee3838dcb656602c3b51e16aed9bfb0822f8d8d6d1c5966d32ec8c104be8e20", size = 249237, upload-time = "2026-08-06T13:47:07.467Z" }, + { url = "https://files.pythonhosted.org/packages/48/f5/e80f212669dd1be954ff844f883ef11a437ef4fd0089c6e0effc7b66b15d/coverage-7.15.4-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:425920379052ff1fe465268f3361d35804a241bbdd5a1b592c8cb60df4c52325", size = 253050, upload-time = "2026-08-06T13:47:08.748Z" }, + { url = "https://files.pythonhosted.org/packages/c7/e9/e5da0fe39f7fde1bca9edc09c60921bb5fdba4cec7db5bbad41ddfd8c230/coverage-7.15.4-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:69bb2400abef928e365ea7d4d9925169ada78ed2295546780002d4b65de3df88", size = 249508, upload-time = "2026-08-06T13:47:10.072Z" }, + { url = "https://files.pythonhosted.org/packages/7d/38/41bf25774a0c8bba6b467f917cb1c9a0a2605e02dc93aad489fc7050ed59/coverage-7.15.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:81661f82d302484e3119e7c80c519c02fa9bcc2a6b339baf67d67bc89c580f04", size = 250110, upload-time = "2026-08-06T13:47:11.35Z" }, + { url = "https://files.pythonhosted.org/packages/89/6e/26f2e54b79acc29d179ee4272922625aedb69198c4eb61f7ff4f098f3c78/coverage-7.15.4-cp310-cp310-win32.whl", hash = "sha256:cb476b2e828ecb71cb6b6a928d23fd20a7ddb501188022dae1c37499149cc338", size = 224294, upload-time = "2026-08-06T13:47:12.753Z" }, + { url = "https://files.pythonhosted.org/packages/7b/06/9a318fc3ae040d4d6cb2d86101c6aa963fab20899a5c58666adf52cde0ca/coverage-7.15.4-cp310-cp310-win_amd64.whl", hash = "sha256:3fc2130bf37df31852a8384f12601563a45a0024bccc6624f38355cba7a8d360", size = 224919, upload-time = "2026-08-06T13:47:14.17Z" }, + { url = "https://files.pythonhosted.org/packages/2a/66/edcec7d7a0b524aa8923e22925fde6fe50ce005a113dca13ae1581455c4c/coverage-7.15.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:bbac5abad70df71019988f83f26ac7092ff2642975def4429e98dc7585ef3490", size = 222367, upload-time = "2026-08-06T13:47:15.578Z" }, + { url = "https://files.pythonhosted.org/packages/e6/c6/ab8de429e2e8548faf58ec7e1674a4ce00414b4113942d3fe87109cf0f68/coverage-7.15.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:357a173465c7ce028d07a95cc2b63b5bf59f50ecdd5ad75c5cbb78ada984048e", size = 222874, upload-time = "2026-08-06T13:47:16.961Z" }, + { url = "https://files.pythonhosted.org/packages/be/c4/3b7b49587e8a6b9af79b3eb468d443d6042b6d65b47aa26586846a0d6566/coverage-7.15.4-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:21b803935e2efc3acebe9697197a294fccf5dc4e5382bd6369542ff7a7d2a1d7", size = 253287, upload-time = "2026-08-06T13:47:18.291Z" }, + { url = "https://files.pythonhosted.org/packages/fb/65/ec03b743a2a229c72cc1eff3e57be9d3564e9c6b4d5aba2d70744a3fc0d8/coverage-7.15.4-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:7a2b580774a4786c1053157c0165e04476e03ff293993d7c148eee784a94bae6", size = 255199, upload-time = "2026-08-06T13:47:19.765Z" }, + { url = "https://files.pythonhosted.org/packages/41/4b/5163729e4b6582d61975cfd3ccab45b4ec53e21cf156d9941cb025188468/coverage-7.15.4-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a9464451c4efffe8d47ace5a540b10b0dc10e879066290f8600872b7f54a419d", size = 257308, upload-time = "2026-08-06T13:47:21.206Z" }, + { url = "https://files.pythonhosted.org/packages/86/08/2167a0f08fb87d702fa423a48578a32865464b7c9e1db3911ad7812ab414/coverage-7.15.4-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:de602f34123c2f4af1c1869c6dbbbd60da6d5983bf01937367295d135cccbfce", size = 259268, upload-time = "2026-08-06T13:47:22.503Z" }, + { url = "https://files.pythonhosted.org/packages/1e/e5/68eebae3053dbd48508edea559c21b23fbdf3460784f91370c83a86a6acd/coverage-7.15.4-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6879ded16a27f3eeca19b900c147e81616e7054db451471a611b2755ee5249f7", size = 253392, upload-time = "2026-08-06T13:47:23.88Z" }, + { url = "https://files.pythonhosted.org/packages/1a/46/fd4ced40a2b691c774e515c9b69500bfa64c7960b67fcee4b2f6fad97fc3/coverage-7.15.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:986be58c3ab54aae8d3496a6225eea74f760fdbe739b38bd442c7e8d133aa53b", size = 255001, upload-time = "2026-08-06T13:47:25.469Z" }, + { url = "https://files.pythonhosted.org/packages/53/25/ae2e5fa710bb6957a9aadeb9e3598d3b3e4af6587ce857ad42e8639a3f30/coverage-7.15.4-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:c6103639613fe6c1e989082948419bc77a2d26b6c825c99d7fad25f7d3d87afc", size = 253061, upload-time = "2026-08-06T13:47:26.845Z" }, + { url = "https://files.pythonhosted.org/packages/d7/31/67ddc0365db2c6e93ac8580bc4bbc50f65273262f973f63ebcdbc15c0495/coverage-7.15.4-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:d3af93dddb5659276c63bc16ac6466ac2033a70ca816097bbc06345b8ccdf571", size = 256831, upload-time = "2026-08-06T13:47:28.217Z" }, + { url = "https://files.pythonhosted.org/packages/f6/78/82b8fd18f57fb13f12d98fe874995bb2c4f9f17be8aff762c426323fdb96/coverage-7.15.4-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:b10075e5421d04265766a6d1dac809bbeb8a946fbb23c8f82c227409b2190719", size = 252781, upload-time = "2026-08-06T13:47:29.712Z" }, + { url = "https://files.pythonhosted.org/packages/0a/eb/6c74ef4dd12b252e573c49bdef9e2ac265bf3dbb79b8d7feb3266e084e9e/coverage-7.15.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a67a9f78b2942d87ba8ce3059c642164d2aedd65337377fb52fe9803656bc5c7", size = 253692, upload-time = "2026-08-06T13:47:31.192Z" }, + { url = "https://files.pythonhosted.org/packages/5a/66/eb9aed1c3fd2d36ee00eb173f434b14fa607fc056739c9a89ff4244010ea/coverage-7.15.4-cp311-cp311-win32.whl", hash = "sha256:69484d1aca26e322e1c3ce03f09341e84524ababad2d7202161738d83cc9f82e", size = 224461, upload-time = "2026-08-06T13:47:32.572Z" }, + { url = "https://files.pythonhosted.org/packages/e2/6d/81fa4161dfb3ed9d74e40d58647eff83a56b7612e78352581280fce2f477/coverage-7.15.4-cp311-cp311-win_amd64.whl", hash = "sha256:63fd6fcd1dd6e158f7eb78606e72933b3f6d01e7b747f99c6c12d764307a0fdc", size = 224937, upload-time = "2026-08-06T13:47:34.205Z" }, + { url = "https://files.pythonhosted.org/packages/5b/c1/d8dacf683c6cad3cf85ce68fd3774a6774ec402128822fdfaed920f11e6a/coverage-7.15.4-cp311-cp311-win_arm64.whl", hash = "sha256:ea82116c9893fa89e929b7f197ee5a1950a76e91cc5c85ba503fc02379d04890", size = 224479, upload-time = "2026-08-06T13:47:36.118Z" }, + { url = "https://files.pythonhosted.org/packages/1d/48/bc8d4ba7b37551a767bd863f15b3f80182b271c2f55975356f5f7dbe94c2/coverage-7.15.4-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d4fedd1f7f428f9fe83b1ead5e7cc87a43427be31aadafbac3ac0636dc7abb22", size = 222543, upload-time = "2026-08-06T13:47:37.562Z" }, + { url = "https://files.pythonhosted.org/packages/20/dd/88d6f83f1fffc974a3691a34a97951c5b12df7512a6782c5963883cbc058/coverage-7.15.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:37e2f0cdf58e2e1fed4e4d5a8f8786ae2f7eb80b478016876667dc4a01d60a97", size = 222905, upload-time = "2026-08-06T13:47:38.927Z" }, + { url = "https://files.pythonhosted.org/packages/bd/5c/54ee0d4748585bb0acab9891cd8d92f2d3593165b4e59fc9de113bfb3140/coverage-7.15.4-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:fb55d0e70bb15f2e81477613627286581414693d74ac7963c93a790dd453ca9d", size = 254407, upload-time = "2026-08-06T13:47:40.488Z" }, + { url = "https://files.pythonhosted.org/packages/8c/3f/f0642a372f494bd0d7dad3b497083b910194a5f1c88be2c94fef707c3b59/coverage-7.15.4-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:899b9da30f3c6c336566e3707495bb23e8302d39d862f01fa78c48b99b9437e2", size = 257145, upload-time = "2026-08-06T13:47:41.931Z" }, + { url = "https://files.pythonhosted.org/packages/71/17/8b46d0ed68251016002ec972c8fc0119961a765d0984cafb8bf317c43758/coverage-7.15.4-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d15715e8c46552827e5e4f30a35575a2dbcad14454cf3284c54483946bd16931", size = 258257, upload-time = "2026-08-06T13:47:43.527Z" }, + { url = "https://files.pythonhosted.org/packages/30/b8/8498a0e72d0adbe15477dd07463d2b3bb2c9f6a4815e8589e50939e2c3ae/coverage-7.15.4-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:002a438859f7b430bc99afeaf01a6d187dad1d0dc907b64cdeffc632a5db8fd8", size = 260517, upload-time = "2026-08-06T13:47:45.121Z" }, + { url = "https://files.pythonhosted.org/packages/41/e1/7dce19c3bdb1e3dd63e769508216500edad81bd5f69a26d724e32aceaf78/coverage-7.15.4-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e4193a04b518f7968f3099755f5509ee7cccc6dc2b92a6b14841934d22e222c9", size = 254785, upload-time = "2026-08-06T13:47:46.541Z" }, + { url = "https://files.pythonhosted.org/packages/dd/b1/e1494703c675a2561723cd9b89f45c9168782c31280c611b1f767851e57c/coverage-7.15.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e98dcc55d572b38e69d117da7e8e8efb8500f1f5eaf81ecd460a63220790b839", size = 256176, upload-time = "2026-08-06T13:47:48.155Z" }, + { url = "https://files.pythonhosted.org/packages/73/76/a5629d270fb638a43a4b10466f51e2f49d532c1aa4da2913cbbb150bbe0a/coverage-7.15.4-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:af6c538498ce66c10d3fd541c2a8d5b03da5850355add34e6cba564210cb9e72", size = 254321, upload-time = "2026-08-06T13:47:49.757Z" }, + { url = "https://files.pythonhosted.org/packages/ff/4f/9c44447218435d5766b911534f9d798144a5560f85e9a54ebe5f3f5d19f9/coverage-7.15.4-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:1d10025d96ea89fc2f73714dbc4cbd433fe012c1ac9e23f895d7728b238b6e52", size = 258390, upload-time = "2026-08-06T13:47:51.248Z" }, + { url = "https://files.pythonhosted.org/packages/de/36/c1e127616fb3fa18a9ff71e76c417f2fd7424332a4870015ac224ef4c039/coverage-7.15.4-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:d802e1947603162ded419bff83ac7489820355d2b856dfb09206574e3a37ac0c", size = 253894, upload-time = "2026-08-06T13:47:52.816Z" }, + { url = "https://files.pythonhosted.org/packages/e9/b9/fdb92c8ae7a8bb9b850cc253b7b3b9c8526f68130002048b5671cd510d09/coverage-7.15.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c2de40895718f91951b86712b4c5b694acaf9a0a49be13874896f599a1eed3f4", size = 255763, upload-time = "2026-08-06T13:47:54.296Z" }, + { url = "https://files.pythonhosted.org/packages/6f/c0/a7d51b2587c7bdb76e71b0896d2565bf7d60436b5122fc83e511adb1f7cd/coverage-7.15.4-cp312-cp312-win32.whl", hash = "sha256:5c3431b2161279b7db5c2a1aa58ae02e5cb8c3c42d93a5094be3f5537bd5b11b", size = 224597, upload-time = "2026-08-06T13:47:56.074Z" }, + { url = "https://files.pythonhosted.org/packages/49/b9/5c5f80cc55f5acaaca6dee677626bfcec8c87204a7809b438b08e84f4571/coverage-7.15.4-cp312-cp312-win_amd64.whl", hash = "sha256:6befeab5fb2b51c958ca4ac6c5d141a1e8240f4f76e46350f1911963deda49cd", size = 225135, upload-time = "2026-08-06T13:47:57.52Z" }, + { url = "https://files.pythonhosted.org/packages/47/e4/2a4561f89ff6bf7c925c287d0f2cce8bdf139c3a33735c87e3203401cf94/coverage-7.15.4-cp312-cp312-win_arm64.whl", hash = "sha256:67bc345491ab55b837277d76f5775d057e8c7f1ac44d890d8c2c82adde258c6f", size = 224515, upload-time = "2026-08-06T13:47:58.977Z" }, + { url = "https://files.pythonhosted.org/packages/f1/84/651a9310859673aaa3b3203f1aa1641ca60fcf2494683e1c9474c7172780/coverage-7.15.4-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c705b28feb2775dc82a25f1d473a370bc37ff93f5177f4e29ce2425f560f6921", size = 222565, upload-time = "2026-08-06T13:48:00.796Z" }, + { url = "https://files.pythonhosted.org/packages/82/f9/4dcf700137e8af550670f4d74d1b63828ce93e1e2b05e5f10710eb2ea987/coverage-7.15.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3ff205ab5e3ecc670f6a4dd19d9cbf12ede53dd41cfc1e15716ec961ea6d314e", size = 222936, upload-time = "2026-08-06T13:48:02.391Z" }, + { url = "https://files.pythonhosted.org/packages/07/4a/612ff1e780b3fbfd637486f542f84adc5503873d8b5d279dec1ffeef9414/coverage-7.15.4-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:5172326e861a38b48b48befca15e0f477a26b283337a33a739c8fed229934e36", size = 253926, upload-time = "2026-08-06T13:48:04.382Z" }, + { url = "https://files.pythonhosted.org/packages/b0/04/d1cff1c2ead4708a6a79c01d3736b6a25bd38a36678398f72a8dd33dfad9/coverage-7.15.4-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:12b59c90084e3234fb11184886bf4a40f4f16a8c8f867be2e087b81f8e8868d4", size = 256523, upload-time = "2026-08-06T13:48:05.996Z" }, + { url = "https://files.pythonhosted.org/packages/b9/80/d34e13fb4b293cbdb9665838cf5522077b8ad14ef947550631a4bced36a5/coverage-7.15.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:349062d66f00b40fa2c1c222438bad25fabf755631b5d82937fe985c8008615c", size = 257759, upload-time = "2026-08-06T13:48:08.036Z" }, + { url = "https://files.pythonhosted.org/packages/0f/e7/2c5fe7636fdb0732fe0f09f308a5b066864078b7fc61f6678e8478554f2e/coverage-7.15.4-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4256ced708e598e05209bc1a8ab4074e04a51dba4c62fb45926a229af675ace7", size = 259890, upload-time = "2026-08-06T13:48:09.834Z" }, + { url = "https://files.pythonhosted.org/packages/92/28/9689f0858dfff59c2ea688938ab9fa2925631235df67126a42b6c5c70ae1/coverage-7.15.4-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:d80f974b20782d9612c8b4c9beeca867074c7cf4079d1419843fa25a26428b25", size = 254121, upload-time = "2026-08-06T13:48:11.459Z" }, + { url = "https://files.pythonhosted.org/packages/f9/e2/785077c230c157243eb5aa9a26c3be260ecd02001bead54a3cada3df8e03/coverage-7.15.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2e179f19bfe1d31f8eeeaa12990194d761c4f62f0759661000bca6cd8729f40b", size = 255891, upload-time = "2026-08-06T13:48:13.209Z" }, + { url = "https://files.pythonhosted.org/packages/d4/90/e20371b17b40f912f21305c2db2f30efa3de306f7320fc916804872c85a4/coverage-7.15.4-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:8bc16bb47b7679670eceff71d78bfb7d6e5b143f6c2cd117487ec7c75e0d4b78", size = 253859, upload-time = "2026-08-06T13:48:14.736Z" }, + { url = "https://files.pythonhosted.org/packages/05/49/25371987ee459a5f67c0427fb75c74f9358e65f2c71fe75bf41c1b6c5fcb/coverage-7.15.4-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:1cd685005cd2c4200adfc14cf39a603b9320efab3f18a8f7f156d20c9cc3345f", size = 258011, upload-time = "2026-08-06T13:48:16.464Z" }, + { url = "https://files.pythonhosted.org/packages/30/6e/32e67467f6154bf4f1c4f63b05acc5097cba4237d45bbeeea446b52e8ac1/coverage-7.15.4-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:337399ad2c93b3acd2a937627dae8b3e86b66707cd3d3e856347999aadf1ef8d", size = 253676, upload-time = "2026-08-06T13:48:18.493Z" }, + { url = "https://files.pythonhosted.org/packages/03/c1/8b24192e89286399765155251f99ee9f070a9d637109018ac23d99b99f6f/coverage-7.15.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:96e257121228ec5cd2bb919276e94ac11074471bc37d68dbae0e8308cce15fff", size = 255453, upload-time = "2026-08-06T13:48:20.057Z" }, + { url = "https://files.pythonhosted.org/packages/16/6f/8b41ebdf67c87854e17c035336a90f1cfbad0c14c2a584301be6ff148718/coverage-7.15.4-cp313-cp313-win32.whl", hash = "sha256:c65a9e0dfc6143491879da4e13b5e30f8be192055de508d737fb14601edbd22c", size = 224605, upload-time = "2026-08-06T13:48:21.655Z" }, + { url = "https://files.pythonhosted.org/packages/e0/e2/2946c7f0b42b152ecb21ff1bdad72e3d301e790c0c487e4a86e8c9f69347/coverage-7.15.4-cp313-cp313-win_amd64.whl", hash = "sha256:2ff8f5e9b8f7a94f0c11c45631eee103dbcb7d63274edd12c56efe1be690b3b4", size = 225148, upload-time = "2026-08-06T13:48:23.376Z" }, + { url = "https://files.pythonhosted.org/packages/9e/83/3f4a69957f48ae7a0aba76c34743f88963d607b19e03f3f8e66f91cae0f9/coverage-7.15.4-cp313-cp313-win_arm64.whl", hash = "sha256:6e0a8a5083b096487d6cfced94cdd514d8f5db6f113610fb36c0620edb1028cf", size = 224536, upload-time = "2026-08-06T13:48:25.117Z" }, + { url = "https://files.pythonhosted.org/packages/ea/ac/748cf29eeb2d6be34a3176ce26a4f49e38085ee08e8935f05f6f26ed7e0f/coverage-7.15.4-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:770e9325ab5ea6d56f77e59b29ecfe0ac20b57a82a601876f90494a4dda0386f", size = 222608, upload-time = "2026-08-06T13:48:26.806Z" }, + { url = "https://files.pythonhosted.org/packages/0b/02/1abbf5c984677b0aa439cdacaccbf38d248939d8ef8fe1cc7a50d73edb77/coverage-7.15.4-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:d12b33a3a50a1676b7784dc8d00a0c6d66a9f2add4b85a041c19b6a7e53ef23c", size = 222940, upload-time = "2026-08-06T13:48:28.432Z" }, + { url = "https://files.pythonhosted.org/packages/eb/e1/ff8f9f53d9fcf586125b55d0b1f04ec1c14955fee41e83d5814bee141bb5/coverage-7.15.4-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:5669c8378ebde86f5def7a25d29586631b58acc27ffde04399f678f3dfc6e082", size = 253985, upload-time = "2026-08-06T13:48:29.995Z" }, + { url = "https://files.pythonhosted.org/packages/a1/26/595759762e514e81be1d7d01ed03444303bcd152226a6529998d253f9201/coverage-7.15.4-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:ff97a14362eef486483ed44042ca2027ea257df6ff768e62358ee0c9776925ac", size = 256492, upload-time = "2026-08-06T13:48:31.634Z" }, + { url = "https://files.pythonhosted.org/packages/24/68/b79aabac54d482be23b5fcdd4f4662bff24a78edc4ee29201726929936d5/coverage-7.15.4-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5a325e815318638aed1655d9c06e6d7c2d3d46c09231ce988070428a8762d734", size = 257837, upload-time = "2026-08-06T13:48:33.186Z" }, + { url = "https://files.pythonhosted.org/packages/09/0f/bf7f297885a5bf6fd71e5782404e0ff059ca09e8711ceb3a08544abde45a/coverage-7.15.4-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:474223409d88eb20d2d6a0d37ea60e8647a65a90cc008dc1f0410af5f64f1e0d", size = 260152, upload-time = "2026-08-06T13:48:34.75Z" }, + { url = "https://files.pythonhosted.org/packages/fd/f1/296744e854ff8368542343457414380465e9ceefb9192342feb9d3bc461d/coverage-7.15.4-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:7f2f62ae3cd189dd2e13aece758c57b3eecbd27be070dbd4cbd10936049e5dbf", size = 253978, upload-time = "2026-08-06T13:48:36.434Z" }, + { url = "https://files.pythonhosted.org/packages/55/b0/bbdb2e9057493e66220a2e149ca2d301ba0e3a58a83bd6b90de9826d16f3/coverage-7.15.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:39ece820e29e0a2ba34b3ecb3be83c27e997eed8926f2ba6fe7ce7a0bda5843b", size = 255846, upload-time = "2026-08-06T13:48:38.317Z" }, + { url = "https://files.pythonhosted.org/packages/96/e4/38015b2b6d21258713bd17e76b59d033b191efb5703589cffd037dfbca20/coverage-7.15.4-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:f21b56dcace11dfe013014201f577dcd592b2a9b72182d930361b47cf6f73f25", size = 253808, upload-time = "2026-08-06T13:48:39.993Z" }, + { url = "https://files.pythonhosted.org/packages/0b/64/0d515c1e60ee6fbfd1a0e79c07cd87d388a233b7adc37758735677203808/coverage-7.15.4-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:93a3a0b662abcc10c73a47cbc72cd60f63618d6989fb2d1286e50eacd974f303", size = 258081, upload-time = "2026-08-06T13:48:41.971Z" }, + { url = "https://files.pythonhosted.org/packages/91/71/04d9e7a3642146c6351338aef4ef85ab11dbbb54744c13245caba1aad1c0/coverage-7.15.4-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:141fae2cabf5569b782c10afc4c850ce10f618c13f8db54765cba99cc839da1f", size = 253624, upload-time = "2026-08-06T13:48:43.731Z" }, + { url = "https://files.pythonhosted.org/packages/b4/a7/6c28b74c81ebff66987b0e2522ba5cffa3e90b0c33cb6a2eb264d4ee8cf1/coverage-7.15.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:81294c7e6ab30c5f74c0353b11b2fd6320e72d9bee6ac73b357caa8b916323a5", size = 255280, upload-time = "2026-08-06T13:48:45.58Z" }, + { url = "https://files.pythonhosted.org/packages/52/af/bc19996a7014b98d7bbb0f0939453c67074af65784a3aa16a789a07381fa/coverage-7.15.4-cp314-cp314-win32.whl", hash = "sha256:7bbd7d6418e0dab31a206af5203bd43ae36edb8e7fba1940b055d3e9249290d7", size = 224768, upload-time = "2026-08-06T13:48:47.525Z" }, + { url = "https://files.pythonhosted.org/packages/ee/90/219484e476d6e101ba0a444852579e05f5b75c37c611a42ed1190f73ef62/coverage-7.15.4-cp314-cp314-win_amd64.whl", hash = "sha256:f0204ed122758782970526057093f448051a39db9d810d4e344bb87a3546f425", size = 225259, upload-time = "2026-08-06T13:48:49.513Z" }, + { url = "https://files.pythonhosted.org/packages/b7/66/fa77daf4e383e5f776dac62c2409b6af81910ae6fe326bd5170dba74cc63/coverage-7.15.4-cp314-cp314-win_arm64.whl", hash = "sha256:9e71e7bc71c686a123347ae47a0de33a175e797a85bb57b791492adf4eec8ed8", size = 224684, upload-time = "2026-08-06T13:48:51.235Z" }, + { url = "https://files.pythonhosted.org/packages/58/5b/f03bf0ce362bbf3f785fa5219620d00778d4ac6fc9e407734828e9c672f6/coverage-7.15.4-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:7c922735321eef3f87c280a3d39afff6b646723a2880b862cda4ac7a093b8aa8", size = 223338, upload-time = "2026-08-06T13:48:52.896Z" }, + { url = "https://files.pythonhosted.org/packages/0f/76/e77d0ae22501831cc9f92193e8a957a5caa1dd177f90a6d1d9b106242d92/coverage-7.15.4-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:f41c17c4668a655ce96d090d8d5ffdc24ef64b5a02f9753884d08483e8a4a41a", size = 223609, upload-time = "2026-08-06T13:48:54.688Z" }, + { url = "https://files.pythonhosted.org/packages/82/1a/b1f089da8d38ac612fa2dd6dc7f4a1a7657d12f3e261d2996edd3a838d0b/coverage-7.15.4-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:46822e9b6ff1c6a72b518c162c44a8f45a61a1d609c51084bf5b16c023c5037b", size = 264970, upload-time = "2026-08-06T13:48:56.403Z" }, + { url = "https://files.pythonhosted.org/packages/bf/31/e66d98d6e9c7fcc88470f1e234eaf6b1950dc0dfbf797f7282c1c861da24/coverage-7.15.4-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:3d6f4955b73b5445271379a59e3792b0d978f42d4a01e0cf7a67d9c33a3bb0a5", size = 267088, upload-time = "2026-08-06T13:48:58.41Z" }, + { url = "https://files.pythonhosted.org/packages/59/a1/ae94eb2c541add426378408379f233591e069040b1e2cdb33df9498a0682/coverage-7.15.4-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3fc9e047706fb4a9abb54f719d3aa643e80e5bb3818182c40aee01ac0f0247ba", size = 269508, upload-time = "2026-08-06T13:49:00.42Z" }, + { url = "https://files.pythonhosted.org/packages/9c/c7/88a10694a1c6a213569766aba9f25847b28155d4ac731b13226db216356d/coverage-7.15.4-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:05e491d4f3165d62d4f5c8fd48dfeabf2ae8f42cbbd484319af33ea851b78982", size = 270629, upload-time = "2026-08-06T13:49:02.234Z" }, + { url = "https://files.pythonhosted.org/packages/b3/34/d8b8232e5e55169933b59aabcef2fedfa4b9d8897361bb80fcbda146505f/coverage-7.15.4-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:226c66e80ec0598d3b9b4874123df167ccca342aca8714f77cac6829688ee09c", size = 264043, upload-time = "2026-08-06T13:49:04.102Z" }, + { url = "https://files.pythonhosted.org/packages/7e/35/58b009dbf8c471c7224716478b9fed4a7e1af15320e1ed41660978504663/coverage-7.15.4-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:ac41cc14bebda0dbfb0628036b7f75706935c95bcc07fefe9a0f93614aa60a57", size = 266963, upload-time = "2026-08-06T13:49:05.821Z" }, + { url = "https://files.pythonhosted.org/packages/62/aa/57fbda1b42c892968273c56b6ee9dc0f1310850859230a507bc7873b1f65/coverage-7.15.4-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:8af623e5cd92080acddd02b38f2f406a2c3a0893c38950b211890361448fbf26", size = 264569, upload-time = "2026-08-06T13:49:07.706Z" }, + { url = "https://files.pythonhosted.org/packages/98/8a/360e6e7f24d477b7e889703af0afa878d15b6d4d8d2a822b2835c169a879/coverage-7.15.4-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:07545711d4f0f32852a18f18ad11f76f0109909d09e78b9008b4cfc67e829429", size = 268299, upload-time = "2026-08-06T13:49:09.587Z" }, + { url = "https://files.pythonhosted.org/packages/4e/89/6f701261aee21b6b5fa8f7872229406dc917e125069448292223bf213606/coverage-7.15.4-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:a0865421cfdc53654b342d515e5a233187590882d20b95752150e53f65460017", size = 263413, upload-time = "2026-08-06T13:49:11.604Z" }, + { url = "https://files.pythonhosted.org/packages/3f/0f/6f04036edc260ed425af83e834f627fad48941ce97b50bfe6edd8b6fa623/coverage-7.15.4-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:460115e32ee40566476db5048f9bec1e842c127ad8e6f8be745aad3ac9cbc839", size = 265725, upload-time = "2026-08-06T13:49:13.38Z" }, + { url = "https://files.pythonhosted.org/packages/c4/ce/d19b5d4d5c49a7bfb925fd74310fee7d28bc99520ac3367ccbc54e662518/coverage-7.15.4-cp314-cp314t-win32.whl", hash = "sha256:cbde877ef9dd7baf272b9bfef2b8a25edd45d9170fc326951dd20eb480335e85", size = 225079, upload-time = "2026-08-06T13:49:15.265Z" }, + { url = "https://files.pythonhosted.org/packages/26/bb/7aa1b3b173faee0679037ca950bbbe1247273656697994d8d13f80f8d4b4/coverage-7.15.4-cp314-cp314t-win_amd64.whl", hash = "sha256:3da9e92d1c551fd7563833e9ade686efb0c4b7363ab7681a94283958c950bf5e", size = 225911, upload-time = "2026-08-06T13:49:17.279Z" }, + { url = "https://files.pythonhosted.org/packages/81/1c/4ea9e47426d80038d9222db3c4534cb6021a74b237d3ff97ffd33b6600dd/coverage-7.15.4-cp314-cp314t-win_arm64.whl", hash = "sha256:3a54f5a0d85050c73a38f6793090ee83974531e67fe5e57a1da9bee11398aa5e", size = 225219, upload-time = "2026-08-06T13:49:19.293Z" }, + { url = "https://files.pythonhosted.org/packages/2b/c4/dc5d2ac8f9142e7ec7de66e7bf0591db29d78955a040bd915870d9c0e657/coverage-7.15.4-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:2c9872e4d9dc5d3cf616bf4b382f5a00359305a5be666a3dd0b5cdb4e49597f9", size = 222604, upload-time = "2026-08-06T13:49:21.279Z" }, + { url = "https://files.pythonhosted.org/packages/70/39/33e63df81fe2ee100897451841c821467635923e58e37c6bd4b46dd8106c/coverage-7.15.4-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:e101dbb4b9b72f0cddd8cdc8c9c5b47f456766f5e0ac82dbfb75e5c55409b78a", size = 222944, upload-time = "2026-08-06T13:49:23.187Z" }, + { url = "https://files.pythonhosted.org/packages/99/1f/ef3ffb5557febc75a0d97aa459d0266d7d741110265121cc6d8539343d44/coverage-7.15.4-cp315-cp315-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:7d1abebdb047729e852b9c77a00497dfbeb11eb3a117e037d7dbc3ac8e5f5c54", size = 254050, upload-time = "2026-08-06T13:49:25.008Z" }, + { url = "https://files.pythonhosted.org/packages/6f/f5/1f0f6f77698c3601ca0ae7431e34b24c62ca2f06fecb23b73ed1f651d2be/coverage-7.15.4-cp315-cp315-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:d28a4a899354d0ea6214cc59b4fa19eefbce1b9ff1688ab579acf49e894bd3fb", size = 256967, upload-time = "2026-08-06T13:49:26.896Z" }, + { url = "https://files.pythonhosted.org/packages/03/7a/2ed9bed79925f4367c83c77f66a89e5ca7229c288d2d19ad5f36d1ca0070/coverage-7.15.4-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ffb3c2aacea411cc7e1d27712490c11108e2de1d39019ae32915493a59a8b9ed", size = 258587, upload-time = "2026-08-06T13:49:28.692Z" }, + { url = "https://files.pythonhosted.org/packages/45/8c/fa34044f71b7cc4ecb6da9c2408770959b0591fa9b5fb6fb6bca38f94298/coverage-7.15.4-cp315-cp315-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a9447978a92f405d301123cfd39ff49895490efb769a758fe2734c7f631bf8ce", size = 260785, upload-time = "2026-08-06T13:49:30.472Z" }, + { url = "https://files.pythonhosted.org/packages/4f/54/d5727ce36b4524a7394ab9f5f1df378e1f23affcdab01037dc8655185cc7/coverage-7.15.4-cp315-cp315-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:050467a7983b8e2fe7dd41a78bb30c3e7f8c0b8cafda14b1c46f8b5e3cf2dd3c", size = 254545, upload-time = "2026-08-06T13:49:32.271Z" }, + { url = "https://files.pythonhosted.org/packages/dc/e6/6e3783e576719590194bdffb6dd6d85490801785b7c331e35a245d8cb8b5/coverage-7.15.4-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:d003b7a5708ddad5c206c79607a6b92abb6fc13c57d99d8a4468cc03a2941ced", size = 256682, upload-time = "2026-08-06T13:49:34.089Z" }, + { url = "https://files.pythonhosted.org/packages/dc/f2/bacdbde18b69ed2de424fcf64d9fb0a4913753d4f0eca8bae9daad69f4bd/coverage-7.15.4-cp315-cp315-musllinux_1_2_i686.whl", hash = "sha256:c38efe30fd74e5c19e9433f11fb1f5dc9c6522770971b7c6145bbaa413dc8800", size = 254560, upload-time = "2026-08-06T13:49:36.052Z" }, + { url = "https://files.pythonhosted.org/packages/6c/a3/1fb927196e3477c1b48831169ab58ba08f451ba87ae311ff1de68b26a616/coverage-7.15.4-cp315-cp315-musllinux_1_2_ppc64le.whl", hash = "sha256:1f4f826d70f772ab8b0c052329580d7fe8b8abd191e4ce0c8f81aec6614665d3", size = 258792, upload-time = "2026-08-06T13:49:38.01Z" }, + { url = "https://files.pythonhosted.org/packages/41/58/30d4c149c69053de0edfe325614c1d28d508f62b1783e0e4a234d2e49136/coverage-7.15.4-cp315-cp315-musllinux_1_2_riscv64.whl", hash = "sha256:4a4bf917c9953f57c957be31c1cd504e3bd2f34d4a352b9d391a3025336f6768", size = 253968, upload-time = "2026-08-06T13:49:39.934Z" }, + { url = "https://files.pythonhosted.org/packages/89/e4/77f639371b918aad30dda4051f95404b43578f7f2e2f87ba73e02ed1ff37/coverage-7.15.4-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:1c9bf40ebef178a45192c75c4964760bb261b0e6ad725da5fc4c93f674f19753", size = 255893, upload-time = "2026-08-06T13:49:41.825Z" }, + { url = "https://files.pythonhosted.org/packages/5c/62/13be29b3ddab35f14c87967a4820a05106d2a3eccb4fa4ff550bf30b75e0/coverage-7.15.4-cp315-cp315-win32.whl", hash = "sha256:43619d04c3671792d2c4706ae8bf45e265dc87bbd4078189ef8b847ea1e74be2", size = 224768, upload-time = "2026-08-06T13:49:44.08Z" }, + { url = "https://files.pythonhosted.org/packages/a1/70/af0c6be0f964af6954f6b74bc109b0dbca02824696d2520fb17fe1ab06e3/coverage-7.15.4-cp315-cp315-win_amd64.whl", hash = "sha256:be619439dbcd31a2eab10b32de9fff62c26ed4bab69dc32b8363fdaaa0882809", size = 225242, upload-time = "2026-08-06T13:49:45.899Z" }, + { url = "https://files.pythonhosted.org/packages/4f/2d/f3bd3aab899fc9efc18b53133ee68f5f98574ef480649b23e12962226387/coverage-7.15.4-cp315-cp315-win_arm64.whl", hash = "sha256:def597967dafc2e8d97c9097ea453c464e0bb8ed38f193a43070f10dc623bb6d", size = 224674, upload-time = "2026-08-06T13:49:48.322Z" }, + { url = "https://files.pythonhosted.org/packages/f5/ca/f69251cd63eabc6438321aea22148754cce758a26bde07dd490e3fe7cfc5/coverage-7.15.4-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:c7dbc748ac8a1e3e59a2b28bea47675e6e778081dbbf081bde0d75def2fcbe1d", size = 223333, upload-time = "2026-08-06T13:49:50.293Z" }, + { url = "https://files.pythonhosted.org/packages/a7/a7/037b53b2885b0d8447064432491a4d5a1014cd9f97a594d53acd0c04541a/coverage-7.15.4-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:2413074a5ecbb61a01a7888fc72db0ca324d13588c5b38bc0dd8564cdcdfea26", size = 223630, upload-time = "2026-08-06T13:49:52.637Z" }, + { url = "https://files.pythonhosted.org/packages/80/4f/152b8a4779ae90da11bb24f7467df8a59f0be48a5c52acb856325ca48289/coverage-7.15.4-cp315-cp315t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:4e6f6f632b7b2f714bf7a1346e8f97b650ee71f3c298aaad42a2ab60f0f07645", size = 264489, upload-time = "2026-08-06T13:49:54.52Z" }, + { url = "https://files.pythonhosted.org/packages/10/2d/84b4b9e0e1dd6528a51920ff7031f35b789382e467a28ec6a5a578cb8812/coverage-7.15.4-cp315-cp315t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:8df457da2249d3c75ca2e5e835d59c725abfe92d27fdff6cd99eed85b51d5e9a", size = 267567, upload-time = "2026-08-06T13:49:56.721Z" }, + { url = "https://files.pythonhosted.org/packages/53/fc/ba01cc25299f9f8a2c8b02d3b28c53f3543d9fbfbe4e74fa2760b48f163e/coverage-7.15.4-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:050f66a08805acb5b8a23c6d4a517b1ecf82c08e81ed0e4bd727df065e5c6624", size = 270123, upload-time = "2026-08-06T13:49:58.736Z" }, + { url = "https://files.pythonhosted.org/packages/cf/d0/db2647cbf40b14f8c308f94ff7bf89c06d564e59f396906edf50086ec788/coverage-7.15.4-cp315-cp315t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1587fb771d1ccceef708fdde1e5af8c7ed24b486b61d13a321acb7d8145390aa", size = 271107, upload-time = "2026-08-06T13:50:00.811Z" }, + { url = "https://files.pythonhosted.org/packages/70/ff/4d2d17924552c458bb4f77dd631f0e3bc92fbbdf2d2d916cd4b33bbfd5b1/coverage-7.15.4-cp315-cp315t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8b4f1c3a69ca580f3fbd6b2046915f536d7f586874f25c1bb23add2a3c88d50f", size = 264955, upload-time = "2026-08-06T13:50:03.023Z" }, + { url = "https://files.pythonhosted.org/packages/ee/de/dc010c7a3691f396d93bbc26bfcafa1c2a3a351cd520470f15faf5795bd5/coverage-7.15.4-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:ffb58d7eff5b7f6ecc6fa21d6288ab7f968a212cb67d682c269c09b9eba3b66f", size = 267949, upload-time = "2026-08-06T13:50:05.557Z" }, + { url = "https://files.pythonhosted.org/packages/78/ea/dc96a11375e83c045c2f7c61fb6918277cfe9401db7c0f7b1d111a84b2e5/coverage-7.15.4-cp315-cp315t-musllinux_1_2_i686.whl", hash = "sha256:d9df165544774574ee004b953023d1bebada1894a80b1052a43d798b0f676e67", size = 264421, upload-time = "2026-08-06T13:50:07.612Z" }, + { url = "https://files.pythonhosted.org/packages/c8/86/b77131a0f9503ce461cd577076147d7a9040f0c5dda772686f729e2cc9cb/coverage-7.15.4-cp315-cp315t-musllinux_1_2_ppc64le.whl", hash = "sha256:f9de0a24a4079b53e523b5c5e2c5945ec251ab486652659955187cf255a259bc", size = 269121, upload-time = "2026-08-06T13:50:09.58Z" }, + { url = "https://files.pythonhosted.org/packages/24/24/944bc35007862955e7ebf05754e645419dcf5d7526c52735cfa2715e8ebf/coverage-7.15.4-cp315-cp315t-musllinux_1_2_riscv64.whl", hash = "sha256:150089274bdc9f940628552cb92844e0223c987f1902ab8efe9f45a2ec758d88", size = 264565, upload-time = "2026-08-06T13:50:11.722Z" }, + { url = "https://files.pythonhosted.org/packages/c7/cc/a3bb9f93e7e740659163e2ea584f8196ddcd2c456a5dbe15f6c50105fec1/coverage-7.15.4-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:a58a94fed5da6997d258e8f7668c1e195fbd04a691d781b7558f1e468f9e68bc", size = 266522, upload-time = "2026-08-06T13:50:13.786Z" }, + { url = "https://files.pythonhosted.org/packages/49/dd/e0e40f3560d878d888c580698ff5ad1179f5e1c3ac949684ef66b41a3817/coverage-7.15.4-cp315-cp315t-win32.whl", hash = "sha256:ebd5a6d8466ff30836572f3ba2cae8a5e8f85029b1c6d5e2ed338dc472a5166a", size = 225068, upload-time = "2026-08-06T13:50:15.825Z" }, + { url = "https://files.pythonhosted.org/packages/c6/7e/37732ea80eebc30e976e4cdab15c190bc42d96959a42e38ddf6f8c60468f/coverage-7.15.4-cp315-cp315t-win_amd64.whl", hash = "sha256:288bde2a2d7ab6b6c2d7252fcde8b524387f2d970bdba9658fc6f8bbcaef0f9b", size = 225895, upload-time = "2026-08-06T13:50:17.928Z" }, + { url = "https://files.pythonhosted.org/packages/c6/08/1e00f7923eaaba45fb3d51dd794125fc766304b1df264f3a9c6557bfb30e/coverage-7.15.4-cp315-cp315t-win_arm64.whl", hash = "sha256:68be5e1de60ff13c9095bbec0e5a7fa45b33b101752215b91345ea1f61c4a278", size = 225213, upload-time = "2026-08-06T13:50:19.981Z" }, + { url = "https://files.pythonhosted.org/packages/b4/d9/e70c286c979378f061d8266e279b686ab0b0b688e1fe0af864684f23a77d/coverage-7.15.4-py3-none-any.whl", hash = "sha256:964730a1e9de9c0cf11be6a1a3c79ce419c34882842abd256086ba4698705e84", size = 214332, upload-time = "2026-08-06T13:50:22.192Z" }, +] + +[package.optional-dependencies] +toml = [ + { name = "tomli", marker = "python_full_version <= '3.11'" }, +] + +[[package]] +name = "cycler" +version = "0.12.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a9/95/a3dbbb5028f35eafb79008e7522a75244477d2838f38cbb722248dabc2a8/cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c", size = 7615, upload-time = "2023-10-07T05:32:18.335Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30", size = 8321, upload-time = "2023-10-07T05:32:16.783Z" }, +] + +[[package]] +name = "disba" +version = "0.7.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "importlib-metadata" }, + { name = "matplotlib", version = "3.10.9", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "matplotlib", version = "3.11.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "numba" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "numpy", version = "2.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/3d/c1/2e2fd15b910cb7a916a6a560ad9daf7376247aa25516849056ba68bdfd00/disba-0.7.0.tar.gz", hash = "sha256:06f925d6f08dc917d992257ae089c8a5fba229f12839d91b0ce152fbd5faeb1c", size = 25405, upload-time = "2024-12-19T19:24:21.137Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/66/cd/493c94249b86e92389acec94078d782607cc5e0f81d060ea3b7b66305ccd/disba-0.7.0-py3-none-any.whl", hash = "sha256:17d09ab4ad5eabf55a5d55ee6feb15b74cffa238a29bb0ee1346f7605863f91d", size = 28029, upload-time = "2024-12-19T19:24:18.529Z" }, +] + +[[package]] +name = "distlib" +version = "0.4.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/c9/02/bd72be9134d25ed783ecbbc38a539ffaefbf90c78418c7fb7229600dbac7/distlib-0.4.3.tar.gz", hash = "sha256:f152097224a0ae24be5a0f6bae1b9359af82133bce63f98a95f86cae1aede9ed", size = 615141, upload-time = "2026-06-12T08:04:52.847Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/02/08/9c41fb51ab5b43eb21674aff13df270e8ba6c4b29c8624e328dc7a9482af/distlib-0.4.3-py2.py3-none-any.whl", hash = "sha256:4b0ce306c966eb73bc3a7b6abad017c556dadd92c44701562cd528ac7fde4d5b", size = 470628, upload-time = "2026-06-12T08:04:50.506Z" }, +] + +[[package]] +name = "emcee" +version = "3.1.6" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "numpy", version = "2.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/cb/53/1045ee878cb24281387079f8ee4f0ade1622c6aae1ed1fd91a53e4fa5b19/emcee-3.1.6.tar.gz", hash = "sha256:11af4daf6ab8f9ca69681e3c29054665db7bbd87fd4eb8e437d2c3a1248c637d", size = 2871117, upload-time = "2024-04-19T10:03:19.555Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f9/ef/2196b9bf88ffa1bde45853c72df021fbd07a8fa91a0f59a22d14a050dc04/emcee-3.1.6-py2.py3-none-any.whl", hash = "sha256:f2d63752023bdccf744461450e512a5b417ae7d28f18e12acd76a33de87580cb", size = 47351, upload-time = "2024-04-19T10:03:17.522Z" }, +] + +[[package]] +name = "exceptiongroup" +version = "1.3.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "typing-extensions", marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/8a/0e/97c33bf5009bdbac74fd2beace167cab3f978feb69cc36f1ef79360d6c4e/exceptiongroup-1.3.1-py3-none-any.whl", hash = "sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598", size = 16740, upload-time = "2025-11-21T23:01:53.443Z" }, +] + +[[package]] +name = "filelock" +version = "3.32.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/7d/64/a02e6765de08964ed371eca577870593245afc9dfac16d037de7c10d18e6/filelock-3.32.3.tar.gz", hash = "sha256:0ffa185a3540854c95caa7fa76b76cb219d907415e2c5dc9af25fd970563487f", size = 218135, upload-time = "2026-08-13T16:00:05.577Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a7/8e/50f46a9c0ce8d2861a394c1347caae037ea0431d2f67d7feb151cbc4649a/filelock-3.32.3-py3-none-any.whl", hash = "sha256:7f0ca4bcc0e181c60dbbd8aa9ab5b120ebb99e4e064e83636340056f833a1f09", size = 98901, upload-time = "2026-08-13T16:00:03.974Z" }, +] + +[[package]] +name = "fonttools" +version = "4.63.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/84/69/c97f2c18e0db87d2c7b15da1974dace76ae938f1cfa22e2727a648b7ed43/fonttools-4.63.0.tar.gz", hash = "sha256:caeb583deeb5168e694b65cda8b4ee62abedfa66cf88488734466f2366b9c4e0", size = 3597189, upload-time = "2026-05-14T12:04:30.958Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f2/c9/4141c90a90db20f807c7e10bfd689fe53eb8f7f4caff58ee4d4dfe46919f/fonttools-4.63.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e3297a6a4059b4acc3a1e9a8b04741f240a80044eef08ebd32e8b5bcdddce75b", size = 2884632, upload-time = "2026-05-14T12:02:38.56Z" }, + { url = "https://files.pythonhosted.org/packages/b8/46/ad12b5c10eae602d7ef814b02afa08aacbf89da917fed5b071282b7eadc2/fonttools-4.63.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b1cd75a03ad8cb5bc40c90bfde68c0c47de423aa19e5c0f362b43520645eea94", size = 2429441, upload-time = "2026-05-14T12:02:41.162Z" }, + { url = "https://files.pythonhosted.org/packages/90/8f/bdca24a84c81d56fffed052229cdcff368f6e05882e526f4558891481f65/fonttools-4.63.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c0425b277a59cff3d80ca42162a8de360f318438a2ac83570842a678d826d579", size = 4946346, upload-time = "2026-05-14T12:02:43.41Z" }, + { url = "https://files.pythonhosted.org/packages/04/59/a639c0e136441ee91a65b56fdf89e5d075927e7a09c559d1b0f5276577db/fonttools-4.63.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d7e5c9973aa04c95650c96e5f5ad865fbf42d62079163ecfab1e01cbc2504c22", size = 4903184, upload-time = "2026-05-14T12:02:45.742Z" }, + { url = "https://files.pythonhosted.org/packages/e6/53/91b7e0cb45b536f3da1b29ba8cbab89f27e8b986809e0b1982303a3f4eca/fonttools-4.63.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cb014d58140a38135f16064c74c652ed57aa0b75cbf8bb59cac821f7edb5334e", size = 4922967, upload-time = "2026-05-14T12:02:48.386Z" }, + { url = "https://files.pythonhosted.org/packages/c7/b7/87439bf44e6b97c5538cd29d0b7e366a5b8ce2cc132a4134fb67fa3f2fa2/fonttools-4.63.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:032038247a96c1690f9f31e377c389383c902531b085aa4e4dabd6f57f870e69", size = 5042799, upload-time = "2026-05-14T12:02:50.424Z" }, + { url = "https://files.pythonhosted.org/packages/ad/7c/8b96c3263b89ef99cded544c0f0636686f85dbd3c211c4dceef0231fca23/fonttools-4.63.0-cp310-cp310-win32.whl", hash = "sha256:a8b33a82979e0a6a34ff435cc81317be1f95ec1ebb7a3a2d1c8a6a54f02ae44e", size = 1519704, upload-time = "2026-05-14T12:02:52.523Z" }, + { url = "https://files.pythonhosted.org/packages/e5/4d/2c2f0069970b6907de8fb5b05c5c0193cc22f717df151d1c7aef1c738f58/fonttools-4.63.0-cp310-cp310-win_amd64.whl", hash = "sha256:0c18358a155d75034911c5ee397a5b44cd19dd325dbb8b35fb60bf421d6a72ac", size = 1568666, upload-time = "2026-05-14T12:02:54.917Z" }, + { url = "https://files.pythonhosted.org/packages/75/2b/a7f1545bdf5da69c4bda0cea2a5781f0ad2a6623e0277267672db43c5fe6/fonttools-4.63.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:2b8ae05d9eacf6081414d759c0a352769ac28ce31280d6bb8e77b03f9e3c449f", size = 2881793, upload-time = "2026-05-14T12:02:56.645Z" }, + { url = "https://files.pythonhosted.org/packages/49/50/965308c703f085f225db2886813b27e015b8b3438c350b22dd65b52c2a2c/fonttools-4.63.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:79cdc9f567aec74a72918fd060283911406750cbc9fd28c1316023deb6ce31a9", size = 2428130, upload-time = "2026-05-14T12:02:58.891Z" }, + { url = "https://files.pythonhosted.org/packages/d8/38/6937fbd7f2dc3a6b48725851bc2c15ec949b9af14d9bbcb5fe83cdf9bdf9/fonttools-4.63.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2c14b4fd138c4bafcca294765c547914e1aa431ae1ca94ab99d8db08c958bd3b", size = 5111952, upload-time = "2026-05-14T12:03:01.263Z" }, + { url = "https://files.pythonhosted.org/packages/0b/43/a81f20050a3115b57d62c8e781446949512eac36690dc384ccea65ff4cc1/fonttools-4.63.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d76ac49f929aecaf82d83250b8347e099d7aecba0f4726c1d9b6df3b8bb5fe18", size = 5082308, upload-time = "2026-05-14T12:03:03.211Z" }, + { url = "https://files.pythonhosted.org/packages/67/00/cdd9d4944ca6ae280d01e69cc37bde3bf663630b837a6fc6d2cd65d80e0e/fonttools-4.63.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:dcf076a4474fe0d7367e5bbf5b052c7284fa1feca729c04176ce513521afd8a0", size = 5087932, upload-time = "2026-05-14T12:03:05.147Z" }, + { url = "https://files.pythonhosted.org/packages/f5/f1/0aa0dbea778c75adbef223c42019fd47d22262b905974d62d829545d485f/fonttools-4.63.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:7dd683fef0663e9f0f45cf541d788d24caa3ec9db50796b588e1757d8b3bc007", size = 5213271, upload-time = "2026-05-14T12:03:07.238Z" }, + { url = "https://files.pythonhosted.org/packages/a8/99/253e4056e1f0e67b9390125a154b73b5eb73ad521bece95c004858fdeec2/fonttools-4.63.0-cp311-cp311-win32.whl", hash = "sha256:afefc1ed0a59785a7fb06ea7e1678e849c193e1e387db783579bc7b3056fcfcb", size = 2304473, upload-time = "2026-05-14T12:03:09.271Z" }, + { url = "https://files.pythonhosted.org/packages/08/60/defa5e69641db890a63be281f41345f4c33b157824eaf0b9fad3e08b0dcb/fonttools-4.63.0-cp311-cp311-win_amd64.whl", hash = "sha256:063e08bd17bd5a90127a14123de0d6a952dbc847695fd98b63c043d58057f90c", size = 2356389, upload-time = "2026-05-14T12:03:11.53Z" }, + { url = "https://files.pythonhosted.org/packages/08/ef/b3c6b9b5be2f82416d73fe2ed2e96e2793cd80e7510bd6a17ca79cdd88ec/fonttools-4.63.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:37dd23e621e3b0aef1baa70a303b80aaf38449632cfc8fd2a55fb285bbccfc02", size = 2881131, upload-time = "2026-05-14T12:03:13.386Z" }, + { url = "https://files.pythonhosted.org/packages/44/a0/c815bea63117fa63e4e1c01f8a1110d2112fa003f838e6467094ec2432ce/fonttools-4.63.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:a9faff9e0c1f76f9fd55899d2ce785832efebab37eb8ae13995853aef178bef0", size = 2426704, upload-time = "2026-05-14T12:03:15.801Z" }, + { url = "https://files.pythonhosted.org/packages/44/04/0b91d8e916e92ad1fac9e4624760baf0fd5ff2ead614c2f68fb21373f03f/fonttools-4.63.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ef3048ef05dbb552b89817713d9cac912e00d0fde4a3105c00d29e52e10c89af", size = 5044298, upload-time = "2026-05-14T12:03:18.085Z" }, + { url = "https://files.pythonhosted.org/packages/77/c7/2342da9830e3e9d4870305ca5d2091d2a83284f2953079b7bdd3b5e029d8/fonttools-4.63.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:58dc6bb86a78d782f00f9190ca02c119cf5bbe2807536e361e18d42019f877d8", size = 4999800, upload-time = "2026-05-14T12:03:20.161Z" }, + { url = "https://files.pythonhosted.org/packages/e6/6d/67fe16c48d7ce050979b33f47e0d28a318f02da030602e944c34f7a16ef3/fonttools-4.63.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ee08ebfa58f6e1aeff5697ab9582105bb620008c1caafb681e4c557e7483027b", size = 4982666, upload-time = "2026-05-14T12:03:22.87Z" }, + { url = "https://files.pythonhosted.org/packages/f2/00/3bbab338c07c71fa56269953845e92c951a61457bbbb0f1022551ea266d9/fonttools-4.63.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:27fdc65af8da6f88b9c6121c47a464cbe359fcfff7ff6fc2d37a1f395d755b78", size = 5133598, upload-time = "2026-05-14T12:03:25.168Z" }, + { url = "https://files.pythonhosted.org/packages/62/f2/aa27c7f98db5b064883dadcc5283947e81e034de42e22a33675878d98b54/fonttools-4.63.0-cp312-cp312-win32.whl", hash = "sha256:af2fd1664d00a397d75f806985ddb36282091c2131a73a6485c23b4a34722263", size = 2292575, upload-time = "2026-05-14T12:03:27.496Z" }, + { url = "https://files.pythonhosted.org/packages/87/36/cccb9bc2a6ab63d1b2980374f0dca72ce95ae267c9b4cfe77455bb70d0d4/fonttools-4.63.0-cp312-cp312-win_amd64.whl", hash = "sha256:59ac449f8cca9b4ffa08d2e7bbadad87ce710d69d1eda5c3c1ce579baa987272", size = 2343211, upload-time = "2026-05-14T12:03:30.057Z" }, + { url = "https://files.pythonhosted.org/packages/0f/8d/d8fec3dcde2963f8c908fb315e5ff2cd0ac34f82394bbbf73a2aa5145ce3/fonttools-4.63.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:cd7e9857e5e63738b9d9fd707bc1f59c8b09e5177726d23664db393c59bb08bd", size = 2876062, upload-time = "2026-05-14T12:03:32.554Z" }, + { url = "https://files.pythonhosted.org/packages/ef/71/d935dc54e4ff121bfdd11e08702db63a7e6f25af21d8a3d7b7212df53641/fonttools-4.63.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c2a2a42198b696a6f48fad91709afb55176e66a5e566131219dba372fb7f8c59", size = 2424594, upload-time = "2026-05-14T12:03:34.86Z" }, + { url = "https://files.pythonhosted.org/packages/8e/40/e76320afa1df918e146155ef239b1719ee266092e96f5423bfd075affba1/fonttools-4.63.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1e874792a8212b44583ea02189d9e693906b2f78b261f372f95d6c563210ac1d", size = 5024840, upload-time = "2026-05-14T12:03:36.745Z" }, + { url = "https://files.pythonhosted.org/packages/ce/36/0b805d8c485f872f65a509cbe3b58a5d0d17bee855333b54a150c79d3061/fonttools-4.63.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:22135da48a348785c5e2d5d2d9d6bec5ed44adacbaeb9db12d9493bf6c6bfa68", size = 4975801, upload-time = "2026-05-14T12:03:38.833Z" }, + { url = "https://files.pythonhosted.org/packages/c8/26/2cee03d0aa083ab022da5c07aff9ed3f689da1defb81ad6917c9627896da/fonttools-4.63.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ccf41f2efdf56994d22d73bef4ced1052161958169428d06ba9724ea9e9a64be", size = 4965009, upload-time = "2026-05-14T12:03:41.494Z" }, + { url = "https://files.pythonhosted.org/packages/7e/48/cc4b66d9058c0d0982c833fad10127c4b0e9324606aafa41382295ca4102/fonttools-4.63.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9ced0bd02ac751dd6319b0da88aaef24414e3b0dbc32bb4f24944821a3741a27", size = 5105892, upload-time = "2026-05-14T12:03:43.525Z" }, + { url = "https://files.pythonhosted.org/packages/d8/1f/a98a30a814b9ddef3a2e706025f90b9e0bc94890e6cb15254bc86547d11a/fonttools-4.63.0-cp313-cp313-win32.whl", hash = "sha256:85be818f5506e8a7753153def2c9550178f0ecae6a47b5e0e8dbb23f7cc90380", size = 2291313, upload-time = "2026-05-14T12:03:45.594Z" }, + { url = "https://files.pythonhosted.org/packages/92/46/5177b01f3b4abfdd4409f31cca4ab279c9343a26efbe9ec78c97fc612e02/fonttools-4.63.0-cp313-cp313-win_amd64.whl", hash = "sha256:ba04cb5891d4c0c21b6da95eda8d7b090021508a294fff33464fc7d241e0856b", size = 2342299, upload-time = "2026-05-14T12:03:47.414Z" }, + { url = "https://files.pythonhosted.org/packages/27/d2/23d25e3f247b328be58d04a4c9f894178a0d1eda7d42867cfb388adaf416/fonttools-4.63.0-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:fd1e3094f42d806d3d7c79162fc59e5910fcbe3a7360c385b8da969bc4493745", size = 2875338, upload-time = "2026-05-14T12:03:50.052Z" }, + { url = "https://files.pythonhosted.org/packages/cd/58/7dfa0c761cb3b2964e2a84c4dc986c926a87de0cb9fb60d5b28ded3f2914/fonttools-4.63.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:6e528da43bc3791085f8cb6141b1d13e459226790240340fcbb4625649238b03", size = 2422661, upload-time = "2026-05-14T12:03:52.154Z" }, + { url = "https://files.pythonhosted.org/packages/dd/87/64cfa18a7a1621d17b7f4502b2b0ed8a135a90c3db51ea590ee99043e76b/fonttools-4.63.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b2248c5decb223562f7902ff6325077a073f608ee8e33e88ad88db734eb9f49", size = 5010526, upload-time = "2026-05-14T12:03:54.647Z" }, + { url = "https://files.pythonhosted.org/packages/36/e1/a8933a72c45a87177fbde2696e0d0755c8c9062f8c077a961c6215fa27b1/fonttools-4.63.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:308f957cdeaf8abe4e5f2f124902ef405448af92c90f80e302a3b771c2e6116b", size = 4923946, upload-time = "2026-05-14T12:03:56.984Z" }, + { url = "https://files.pythonhosted.org/packages/27/60/872e6e233b8c5e8b41413796ff18b7fe479661bd40147e071b450dfad7a1/fonttools-4.63.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:bf00f21eb5fb721dbaf73d1e9da6d02a1af7768f2ebcf9798be98beab8ba90f6", size = 4962489, upload-time = "2026-05-14T12:03:59.443Z" }, + { url = "https://files.pythonhosted.org/packages/30/c4/83c24f2ec38b90cfda84bf4b1a1f49df80e84a1db4e7ac6e0d41bf23bc39/fonttools-4.63.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:c1aaa4b9c75798400ac043ce04d74e7830376c85095a5a6ed7cba2f17a266bf4", size = 5071870, upload-time = "2026-05-14T12:04:02.122Z" }, + { url = "https://files.pythonhosted.org/packages/de/40/3ae22b60ff1d41ce0bd044b31238cdc72cef99f28b976f1e128ebd618c9b/fonttools-4.63.0-cp314-cp314-win32.whl", hash = "sha256:22693918177bd9ceabec4736d338045f357769416fc6b0b2508eefef75b08616", size = 2295026, upload-time = "2026-05-14T12:04:04.47Z" }, + { url = "https://files.pythonhosted.org/packages/c3/d4/98078064ccc76b45cb0f6c002452011e93c4bd26f6850344f0951cc1fe89/fonttools-4.63.0-cp314-cp314-win_amd64.whl", hash = "sha256:7d782fac32985914c351556f68ac0855391572bcd87de50e05970d3cd4c96fc5", size = 2347454, upload-time = "2026-05-14T12:04:06.752Z" }, + { url = "https://files.pythonhosted.org/packages/49/4e/652d1580c5f4e39f7d103b0c793e4773129ad633dce4addd0cf4dfebde02/fonttools-4.63.0-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:6db5140a60a5d731d21ec076745b40a310607731b0a565b50776393188649001", size = 2958152, upload-time = "2026-05-14T12:04:08.706Z" }, + { url = "https://files.pythonhosted.org/packages/0e/55/ad864c9a9b219f552eb46b32cd7906c466e5a578ba0c3abfcc0fe7413eb6/fonttools-4.63.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:7d76edbff9014094dbf03bd2d074709dfa6ec7aba13d838c937a2b33d2d6a86e", size = 2460809, upload-time = "2026-05-14T12:04:10.783Z" }, + { url = "https://files.pythonhosted.org/packages/ea/2b/0aa8db70f18cf52e49b4ed5ecec68547f981160bf5ded3b5aed6faa0a6f9/fonttools-4.63.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0eac00b9118c3c2f87d272e45341871c5b3066baa3c86897fa634a7c3fb59096", size = 5148649, upload-time = "2026-05-14T12:04:12.747Z" }, + { url = "https://files.pythonhosted.org/packages/7f/63/18e4369c25043096f1048e0c9915951adc4f842bd81c6b18155824d6fa99/fonttools-4.63.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:51394295f1a51de8b5f30bdb1e1b9a4231536c7064ef5c6e211eec19fa36036f", size = 4932147, upload-time = "2026-05-14T12:04:14.806Z" }, + { url = "https://files.pythonhosted.org/packages/a1/3f/67f3eac2ffd8a98446c5022f8ed3864eac878a5ff7af8df4c8286dba16cc/fonttools-4.63.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:9e12f105d2b6342c559c298afb674006bb2893afc7102dcf8a1b55b0486b4e40", size = 5027237, upload-time = "2026-05-14T12:04:17.675Z" }, + { url = "https://files.pythonhosted.org/packages/1a/ba/4e6214cb38a7b04779e97bb7636de9a5c7f20af7018d03dee0b64c08510a/fonttools-4.63.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:796f27556dbe094c4824f75ca85267e4df776c79036c8441469a4df37038c196", size = 5053933, upload-time = "2026-05-14T12:04:20.818Z" }, + { url = "https://files.pythonhosted.org/packages/34/3b/214dcc19ee31d3d38fb5ad2755c11ef0514e5dc300bbaf41c0b69f393799/fonttools-4.63.0-cp314-cp314t-win32.whl", hash = "sha256:948428a275741f0b64b113c955425a953314f4b9ab9997f73a72c83e68e569c8", size = 2359326, upload-time = "2026-05-14T12:04:24.22Z" }, + { url = "https://files.pythonhosted.org/packages/dd/1e/3ff1a9b523058c2eeb6a9d50f5574e2a738200d0d94107d5bc4105e8da3f/fonttools-4.63.0-cp314-cp314t-win_amd64.whl", hash = "sha256:6d4741eb179121cab9eea4cb2393d24492373a260d7945006358c08cfbf45419", size = 2425829, upload-time = "2026-05-14T12:04:26.829Z" }, + { url = "https://files.pythonhosted.org/packages/2c/47/c99d5268f354002ce80f8d029cd9d7d872969da1de8b93d32de4dc56d6f4/fonttools-4.63.0-py3-none-any.whl", hash = "sha256:445af2eab030a16b9171ea8bdda7ebf7d96bda2df88ee182a464252f6e05e20d", size = 1164562, upload-time = "2026-05-14T12:04:29.092Z" }, +] + +[[package]] +name = "ghp-import" +version = "2.1.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "python-dateutil" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/d9/29/d40217cbe2f6b1359e00c6c307bb3fc876ba74068cbab3dde77f03ca0dc4/ghp-import-2.1.0.tar.gz", hash = "sha256:9c535c4c61193c2df8871222567d7fd7e5014d835f97dc7b7439069e2413d343", size = 10943, upload-time = "2022-05-02T15:47:16.11Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f7/ec/67fbef5d497f86283db54c22eec6f6140243aae73265799baaaa19cd17fb/ghp_import-2.1.0-py3-none-any.whl", hash = "sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619", size = 11034, upload-time = "2022-05-02T15:47:14.552Z" }, +] + +[[package]] +name = "griffelib" +version = "2.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/33/e4/8d187ea29c2e30b3a09505c567513077d6117861bde1fbd997a167f262ec/griffelib-2.1.0.tar.gz", hash = "sha256:762a186d2c6fd6794d4ea20d428d597ffb857cb56b66421651cbba15bdd5e813", size = 216234, upload-time = "2026-06-19T12:05:42.278Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e4/d3/5268aeabf2ad82658c4e2ff3a060648d0f02f3926cb53247c0e4d0dab49e/griffelib-2.1.0-py3-none-any.whl", hash = "sha256:cc7b3d2d2865ad0b909fcc38086e3f554b5ea7acbaa7bbb7ecaa3f5dfb7d9f00", size = 142560, upload-time = "2026-06-19T12:05:38.742Z" }, +] + +[[package]] +name = "hypothesis" +version = "6.165.7" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "exceptiongroup", marker = "python_full_version < '3.11'" }, + { name = "sortedcontainers" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/65/43/401c4208471374e6fa2d3abc77a595abd7e6518ebae83383f4556b4ae33b/hypothesis-6.165.7.tar.gz", hash = "sha256:7145e6f61aaa68721f5ad2009db85a2c694d7ae81cf3a6ed46c065ac34560a52", size = 503331, upload-time = "2026-08-14T05:57:11.691Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ac/ab/09bcf090991f953b657052dc2390b0a8ee612c57d74dfd22685f9f7d2f9c/hypothesis-6.165.7-cp310-abi3-macosx_10_12_x86_64.whl", hash = "sha256:05639812b66f353ed46b0f6fb1dbd6a022fb448636cf08ac460ea76aa6449783", size = 782842, upload-time = "2026-08-14T05:57:04.341Z" }, + { url = "https://files.pythonhosted.org/packages/5d/32/e283d3101473b0211e1587bac1b347f694c810d862608abd0b25ef8e85db/hypothesis-6.165.7-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:dfe2d72373dbf684be3fd77a5316b2948978f7d9c35870104f4a5094111d740d", size = 778398, upload-time = "2026-08-14T05:55:58.893Z" }, + { url = "https://files.pythonhosted.org/packages/e5/b6/407bce9773679ca08ef42c1a686bca46da03aeae69180c3870307b0070e4/hypothesis-6.165.7-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d99825c13df96e730c587d09c64b8e28602e4d255c82602b0c730b389d1da0af", size = 1107621, upload-time = "2026-08-14T05:56:38.918Z" }, + { url = "https://files.pythonhosted.org/packages/1c/40/0ff4e07fde5ca5e1762b0ef9177766dd5ae664698cea902bb14a25c87b64/hypothesis-6.165.7-cp310-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c43d30d6a764109797f8cd00ada9099204a83e4c7fdbfb7e769757be586e45f0", size = 1136230, upload-time = "2026-08-14T05:56:10.274Z" }, + { url = "https://files.pythonhosted.org/packages/92/c6/7f5f66b87f50abcdc3f511e2997121d808d4137cbf344b5269fda3ce35c4/hypothesis-6.165.7-cp310-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f3760432b5a208581b387afebad424270f87cebb610fa6cc9de56a78a20603bb", size = 1134841, upload-time = "2026-08-14T05:55:44.418Z" }, + { url = "https://files.pythonhosted.org/packages/3f/8b/1c77c7d9ff349078c14de659ceb5236c6b77fa85d727a577404b16ef00ff/hypothesis-6.165.7-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:da023cc350040e835237e9b4a30b09453dc6cc9fbf63e54c06827ca5dae1deff", size = 1157128, upload-time = "2026-08-14T05:56:43.256Z" }, + { url = "https://files.pythonhosted.org/packages/24/4b/baa3f9c168f736f7b82dfdf52b9d009fe70bb6981097b8de151fc185ec90/hypothesis-6.165.7-cp310-abi3-manylinux_2_31_riscv64.whl", hash = "sha256:13562eced596160d318c392de82ea60b2c5f94632bac3b6417b2a521ebb3597d", size = 1112486, upload-time = "2026-08-14T05:56:16.705Z" }, + { url = "https://files.pythonhosted.org/packages/c5/d0/9aa42cbea4bf4790fa84e5763643af561412de52aa3a671ae536a4c51bf6/hypothesis-6.165.7-cp310-abi3-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c7106554e5683eb9b18ee71e4a69e2cb19a45437b62f5f6be9b90a556a742d2f", size = 1149212, upload-time = "2026-08-14T05:56:12.908Z" }, + { url = "https://files.pythonhosted.org/packages/63/56/647b411a8913ed0883b13b0f82e1de66c545b2cc11f7f3fddaca88a2ffef/hypothesis-6.165.7-cp310-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:b75a7a09cadd4eb4046b65b7ba34ea15c9f44ca5fb2b790071bb6257ec6d7c72", size = 1282996, upload-time = "2026-08-14T05:55:51.874Z" }, + { url = "https://files.pythonhosted.org/packages/b6/1b/56075bd8a33c55e38c9200f2b5a060d2445b63337e7693e35a0deae59d78/hypothesis-6.165.7-cp310-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:f3b926e12d2314ac225c7ad04d4dfab6ae6b62a4c0a41566cbce4d20c152eb6a", size = 1409545, upload-time = "2026-08-14T05:55:53.286Z" }, + { url = "https://files.pythonhosted.org/packages/23/c4/aa8951270f661997fc4b204dbb0ea2afe3c97aa312f814f1fad01ab63be1/hypothesis-6.165.7-cp310-abi3-musllinux_1_2_ppc64le.whl", hash = "sha256:9c4865980cec71d97f5283b6a3fcee6372176b41b10472b5ae90533d9d374378", size = 1264591, upload-time = "2026-08-14T05:56:03.028Z" }, + { url = "https://files.pythonhosted.org/packages/6d/5d/74c6f203aab52d4d011367c650978eef089a78e215f72c375265d2fa7437/hypothesis-6.165.7-cp310-abi3-musllinux_1_2_riscv64.whl", hash = "sha256:dd1a4e2a2f81448050208819577995648a0c1b272369918cdb82382d969f0cd2", size = 1282338, upload-time = "2026-08-14T05:56:28.712Z" }, + { url = "https://files.pythonhosted.org/packages/6b/62/bf42e3dc0835b97769af8a8f971964dc471067b9d6eb0234dd9f3c003e84/hypothesis-6.165.7-cp310-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:056f34f7709596f9dec38132996427f8b33d3f8c543945d5dfb8f7ce5507ab7e", size = 1324395, upload-time = "2026-08-14T05:56:18.256Z" }, + { url = "https://files.pythonhosted.org/packages/59/fb/2d5cf2b98d03b04d54c4b6d29957e9c9a1e7a1c39df18d4e4c09e4ace73d/hypothesis-6.165.7-cp310-abi3-win32.whl", hash = "sha256:87cd7c545fac14cb418c9a80026f24ef44bd39e4cb1b30c88c1d70041b0bad7a", size = 668623, upload-time = "2026-08-14T05:57:05.908Z" }, + { url = "https://files.pythonhosted.org/packages/b6/c6/174ca11ee966dd3c7e7312ff6b85f4a915db76928dddd672fc7609e387c0/hypothesis-6.165.7-cp310-abi3-win_amd64.whl", hash = "sha256:c9b5e76c15716e687c5903b716f3909b9f8a745c918031d508e0c27485cda195", size = 674806, upload-time = "2026-08-14T05:56:25.24Z" }, + { url = "https://files.pythonhosted.org/packages/54/2a/ad3195a4831b0e5202a602f61c7bd54c0935d675fc0bddbde8556c94d22b/hypothesis-6.165.7-cp310-abi3-win_arm64.whl", hash = "sha256:45e278dad2995461caaf5f08ea5a0c1832138764ea3d2baabc8800953b5220fc", size = 673115, upload-time = "2026-08-14T05:55:40.73Z" }, + { url = "https://files.pythonhosted.org/packages/4e/aa/e6e670f3c4d758f06dd74415233218aabeca00c76cda989d779fffe303ab/hypothesis-6.165.7-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:9c586a300f267c3ca0bca3bb6f5af45303e6c8861c1fed3bd2fd56ae6cb51c21", size = 783545, upload-time = "2026-08-14T05:56:14.229Z" }, + { url = "https://files.pythonhosted.org/packages/99/67/abec18f8b44254fdfcbebda07dbda6545833d3df7c2bd08b6a502cc1ab94/hypothesis-6.165.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:66e8e303d91c61924b63d9b410e2cbc74f49508ee7dfe06401700a878c6e844e", size = 779274, upload-time = "2026-08-14T05:56:04.349Z" }, + { url = "https://files.pythonhosted.org/packages/70/4b/852bae5af2b576d6153491204271471c2e1eb401017d11d6016c254e3500/hypothesis-6.165.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6a9f8c27c34a9de29573998e9d26aa15ee164dc79100112332c106d51af3a571", size = 1108114, upload-time = "2026-08-14T05:56:58.472Z" }, + { url = "https://files.pythonhosted.org/packages/b4/f1/a9cb8d38fe47d66b4233b30b086a79a51a9cd0f5c250f1c9ecc61943f456/hypothesis-6.165.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:38e6ba38738ad5b97b716e81913214c5b80c565811864e63f5cb1e0913634fba", size = 1157714, upload-time = "2026-08-14T05:56:45.102Z" }, + { url = "https://files.pythonhosted.org/packages/a8/ad/7c370e098daaa2d6cff8c27ac0be901a52c8a65abbeb0509a006cd9f9a41/hypothesis-6.165.7-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f2839ba7c30356af3c1570afb09fca1ee75fa351b402e70e186150e2c7314608", size = 1283737, upload-time = "2026-08-14T05:56:19.717Z" }, + { url = "https://files.pythonhosted.org/packages/93/e9/51450401aa331f53cf817d92655072c73b074ff712762040e1cd91453216/hypothesis-6.165.7-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f7aa3e09e5976d2a4b0c7fa295debe4f4ccb221ba93f09d58a755c1aec863d7e", size = 1324709, upload-time = "2026-08-14T05:55:43.212Z" }, + { url = "https://files.pythonhosted.org/packages/d3/b4/8ad2530f3070d4c9176a4b3068a7a6f559639a58e97189cca7657736b803/hypothesis-6.165.7-cp310-cp310-win_amd64.whl", hash = "sha256:0a44240d57d5117009360317756eb8ef3eb7e99c7d59cf52671b3e2c8224c403", size = 674671, upload-time = "2026-08-14T05:56:34.587Z" }, + { url = "https://files.pythonhosted.org/packages/c5/ae/2e6cb48b1be81fcddbe5b6fa2dc9f1d23999cf402fc0c191f25dbc083a66/hypothesis-6.165.7-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:c959f87798115a5ff4b160d9fde7c45c4f51ee136dbcf2f6f881c76795b95c30", size = 783310, upload-time = "2026-08-14T05:56:27.047Z" }, + { url = "https://files.pythonhosted.org/packages/e1/3c/a22df8a371b0642f6b33daa26c1f09b93cf26aff356f9e27e2ced21002c5/hypothesis-6.165.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4d53d1d5e3617f04664fa75d8b0fb75789b395aca03f60a878ca810bf35b352d", size = 779088, upload-time = "2026-08-14T05:56:48.875Z" }, + { url = "https://files.pythonhosted.org/packages/4a/fd/65a5050794c84afc661681176000ace177477244d84e6ba35b385e447c6d/hypothesis-6.165.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d68ba072108072db4849491830b540206821f02d9805cbcce6d5045c8bfe9a02", size = 1107977, upload-time = "2026-08-14T05:56:52.313Z" }, + { url = "https://files.pythonhosted.org/packages/70/5b/85f931749402e658c2740de69dc7899e55af4a7297b42dc527c71761894c/hypothesis-6.165.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:03d16a55357918f144e049aad8462cd8143f19482310752611afff1c3944cded", size = 1157449, upload-time = "2026-08-14T05:56:05.498Z" }, + { url = "https://files.pythonhosted.org/packages/52/a1/5d7ec87ad85c52174c0f71fd68994642848f5db7884f99599a7c1ea59d73/hypothesis-6.165.7-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:a4c1f574b3ee4d77232408fdcf5d0431521068c7ae83952e7b0788b41640567a", size = 1283318, upload-time = "2026-08-14T05:56:57.044Z" }, + { url = "https://files.pythonhosted.org/packages/7c/67/7c1fa720a56ff81849b5c669026fd02393348fe890ed1af734b82d6372ae/hypothesis-6.165.7-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:8bf896b9c1f0dda906d8d68a9ecd1c921fbbb3278d2cdfff43e66c5d9fcf0771", size = 1324652, upload-time = "2026-08-14T05:55:47.979Z" }, + { url = "https://files.pythonhosted.org/packages/c6/86/d71e7e2c9250a7e25af554a3091143ac1a2ae00d0ae5dfaac8c8bf447feb/hypothesis-6.165.7-cp311-cp311-win_amd64.whl", hash = "sha256:b505d188b6a0e10b0cd71391864b4e48120fc6e6f56fd4ced468d6fa5ccff47b", size = 674513, upload-time = "2026-08-14T05:56:32.951Z" }, + { url = "https://files.pythonhosted.org/packages/23/48/34d0520707dd4257e43109f0ee6e014c8a82a1638b608acb2e36f4a58388/hypothesis-6.165.7-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:deda016ecb384238a633aea1211eace838fbb511bbc9b45d72cfc100c3099c27", size = 784426, upload-time = "2026-08-14T05:57:02.595Z" }, + { url = "https://files.pythonhosted.org/packages/a2/fd/d031f0484aae5b66c1efe5e6b7c6d7b45d665997abf4d16a452b3ed7aadb/hypothesis-6.165.7-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4d75e61487624c8ed1a6b4a152f7246f822adf5dc08b04ca8cbdef9d0513ac17", size = 775984, upload-time = "2026-08-14T05:56:50.507Z" }, + { url = "https://files.pythonhosted.org/packages/c6/78/bbe4f69f520c49b856a7e57d45edbe3eb29e8683ab6bd9c30e28b833f27c/hypothesis-6.165.7-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:33bc7000fb8600f490861ba520498f3dcdba21323e30b9c984e1844163a18f09", size = 1106403, upload-time = "2026-08-14T05:55:56.354Z" }, + { url = "https://files.pythonhosted.org/packages/33/46/dae1892594f4393cfcb54d861e90457bf265d480549ed7380e3b0e4659ee/hypothesis-6.165.7-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aba0c419d0bab7a020148aa676c6d95a2caf1fd562b4448c5d765ebe800fe7cd", size = 1156510, upload-time = "2026-08-14T05:56:08.634Z" }, + { url = "https://files.pythonhosted.org/packages/ee/c9/0e585192260b93097edb7a79875c3c52858fb9f19064bf9c675f2c9d94c1/hypothesis-6.165.7-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f28f60ad62b22cf781e31db6c29b5db9593c271cbe9433674ecba1f9e5d684ac", size = 1280394, upload-time = "2026-08-14T05:56:01.761Z" }, + { url = "https://files.pythonhosted.org/packages/0a/65/ee27554a6c174e9afcf315a61a8d4877410a0448630de0cf728fc93f14ea/hypothesis-6.165.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:7a91f9a0b081ec2dc09c7321e73510eb8182ad14993dd9b4b2d5232373c9b9ed", size = 1323736, upload-time = "2026-08-14T05:55:49.186Z" }, + { url = "https://files.pythonhosted.org/packages/20/00/ec50544eb9b299817548170ab458680ebfb7f80ccb802a3bab99b858bd32/hypothesis-6.165.7-cp312-cp312-win_amd64.whl", hash = "sha256:abb6c19b3f44f03c74f970f7977d73bf62657a2bd785ed7095e859bff15e3ef0", size = 671928, upload-time = "2026-08-14T05:56:23.892Z" }, + { url = "https://files.pythonhosted.org/packages/87/ab/6afbe5702c3ee6d671b7582e904b8826765eb34839a1648000dada0daeda/hypothesis-6.165.7-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:920e9c2683605fd9f679cefc3dadec5b02ef6cca0b703471694b52bbc2ac4662", size = 784317, upload-time = "2026-08-14T05:56:41.856Z" }, + { url = "https://files.pythonhosted.org/packages/7d/d1/5335d4419a165e8143637999a94b0286631c70ef14b7be5d3857ba8f6ff3/hypothesis-6.165.7-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:4d3ef6419119179e419979f91cdbdcd1837ad89ae07749075cb6681a5a392aae", size = 775947, upload-time = "2026-08-14T05:56:15.459Z" }, + { url = "https://files.pythonhosted.org/packages/98/86/98a0f79fe09b5af7ec947145068004900877455796c3e1ed17671b4a81da/hypothesis-6.165.7-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8f0116b20965a679b162fe581279a86f579ba121c33243a4a0c1c795b01a8c00", size = 1106315, upload-time = "2026-08-14T05:55:37.583Z" }, + { url = "https://files.pythonhosted.org/packages/55/2d/78badb82d103fa372e309e7a7e06ddfdde7895d35c09ad08432f44b833f0/hypothesis-6.165.7-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:146ef6ea75f4be8c3c6efecfda04e3125598904e5c60a4e4fc40272f16322f36", size = 1156340, upload-time = "2026-08-14T05:55:45.834Z" }, + { url = "https://files.pythonhosted.org/packages/28/27/aa6fc3c1886e38d396fcd29eef851840ff0c800b400a151a38d816fad379/hypothesis-6.165.7-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:236583a200fd5b499e64a519c52cd38ff061a97c1a7c7e7dbec6a6d8c721c2d1", size = 1280379, upload-time = "2026-08-14T05:55:54.91Z" }, + { url = "https://files.pythonhosted.org/packages/3a/dc/39ed61ce537d2cf559674e224ccdf1a367cd2d79fb4bba49b8851a4e00d9/hypothesis-6.165.7-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d08febaa6b74dfb24b0f269101076fb7506183e6a60cc693b52dc6c79e7b5dae", size = 1323499, upload-time = "2026-08-14T05:55:41.938Z" }, + { url = "https://files.pythonhosted.org/packages/eb/ce/7cfd46644e28c44c2a1fb6f489e606e99b4bcaf094858b27f9b059e57c9c/hypothesis-6.165.7-cp313-cp313-win_amd64.whl", hash = "sha256:1c4a671640466b66d4fa139d87c38f9a9fd2a6698838a53d7c94b4ef8194f99a", size = 671937, upload-time = "2026-08-14T05:56:47.057Z" }, + { url = "https://files.pythonhosted.org/packages/a4/d6/68666ba55fd5b6b2910306a9bec58c245d5fb30fae6d20f77bed94386bb6/hypothesis-6.165.7-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:48d99baf86bee75b8b01f4b145bcac8d9b8aaa9e90c8e7bbb4fd5c855fcd536e", size = 784417, upload-time = "2026-08-14T05:55:57.713Z" }, + { url = "https://files.pythonhosted.org/packages/f2/e3/0894e616e18fc947fa22eeead5cc68dc62fd04206900f1757d8034a61e74/hypothesis-6.165.7-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a7cd0884b06a6fc0cec0664428c064cba2fc12b60cd08d8f3350e68f0e40122a", size = 776089, upload-time = "2026-08-14T05:55:38.915Z" }, + { url = "https://files.pythonhosted.org/packages/3b/7c/16381076313d0dbad72cae42647736494bf7f76cb82ac775c2d50be7744c/hypothesis-6.165.7-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4648d7a0db16e5b42036df621656c10626010e2fb81aaef20f10425aae3b3425", size = 1106860, upload-time = "2026-08-14T05:56:07.242Z" }, + { url = "https://files.pythonhosted.org/packages/a5/30/1a7e6870d1796d0dd36a4d0a84633537c933aba58c9c5c4843f8ebd39271/hypothesis-6.165.7-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6e1952892b29ef0c4833dc95ba7ac038100e97253eb050097fa87ebc04ae079b", size = 1156523, upload-time = "2026-08-14T05:56:30.253Z" }, + { url = "https://files.pythonhosted.org/packages/8a/49/d7df70b65082ae47acea3c1d80ad3e0cd47b25fa8fdf5f83db6841d1222d/hypothesis-6.165.7-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:52e17d84282a47ea34056ad0f20ea6086196c058e7ee7479a6f4cb14eb45efc6", size = 1280741, upload-time = "2026-08-14T05:57:07.505Z" }, + { url = "https://files.pythonhosted.org/packages/5a/0b/38dd337508400889f0b7379f59fa11de51aecdedebd568c4a6f646530a0f/hypothesis-6.165.7-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:b5cc1c0a4aff6307486964ae0e2edfc66154284a0f0f5d243bd1ee543bb3ceba", size = 1323827, upload-time = "2026-08-14T05:56:22.553Z" }, + { url = "https://files.pythonhosted.org/packages/63/52/c95ca46bb516cdf8dad77018dc7e3f5fff27762133804e0c852d67a11b6d/hypothesis-6.165.7-cp314-cp314-pyemscripten_2026_0_wasm32.whl", hash = "sha256:65b6d71f7311b0da65846a941d97db89d8c86be42b44e8f8f3c92f05f947d180", size = 615984, upload-time = "2026-08-14T05:56:40.362Z" }, + { url = "https://files.pythonhosted.org/packages/3e/29/019affba6c280292304df7ef2f1e74d8e18ae7c6c6d10dfa45e118573c1e/hypothesis-6.165.7-cp314-cp314-win_amd64.whl", hash = "sha256:2d4920d44286356eb9b951857855edf546ccbfe3e5ec9ff9dde8d892e3b94006", size = 671738, upload-time = "2026-08-14T05:56:36.064Z" }, + { url = "https://files.pythonhosted.org/packages/e0/38/79db43ec2b43058dbdea754b4ca00f67639d26328dc0341d84ee68e8fe04/hypothesis-6.165.7-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:4bfac98cea1c8607b727c91365d5f67fb94b1d132dd17d8e8c1dcc6299436e1b", size = 782877, upload-time = "2026-08-14T05:56:55.544Z" }, + { url = "https://files.pythonhosted.org/packages/f3/14/606021e740adc51aa5c24a0e7d1657dd53b3b01ffc9bba2f8eef6a398ae9/hypothesis-6.165.7-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:7d32d2e8de8c1e4a05fd26d2a63565edd6c57958f519f5c157c0dbab522990d8", size = 774508, upload-time = "2026-08-14T05:56:21.316Z" }, + { url = "https://files.pythonhosted.org/packages/fb/da/d8f07d7de2b2860b198deb1ddcd93381aefa21fac4256431fd0570971042/hypothesis-6.165.7-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:81dccd2854ad314261258ac1c4a589821cc201eda12481577f3a02d96189cae3", size = 1105037, upload-time = "2026-08-14T05:56:31.577Z" }, + { url = "https://files.pythonhosted.org/packages/5c/05/bebc7fa30212b7273f62007e53132a09aab3c494b132b887c7387dbbadf0/hypothesis-6.165.7-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:de498adb1e468890fb92c0e28aa8a804beb5f7a3b86fc12cc52234e96422d869", size = 1155181, upload-time = "2026-08-14T05:56:00.334Z" }, + { url = "https://files.pythonhosted.org/packages/c0/37/a7caaf1c23318a7ee5040aa57d2c1dca6e47a032a0bf2d15f4813d7d64d3/hypothesis-6.165.7-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:3de56b506f23625e7e3d69a782020c86ddf0d55f5a96263da08bce3fe77969c1", size = 1278765, upload-time = "2026-08-14T05:55:50.654Z" }, + { url = "https://files.pythonhosted.org/packages/fc/f0/25b8f2dd3df22cfc78b00d4ae96188aa0b0a2a50f8718087cd581c52ab1c/hypothesis-6.165.7-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:fe32ce174c50ceb034ba9ed02cea889bc5d8d8d4fbb31aea65b5ff3cebcee72a", size = 1322457, upload-time = "2026-08-14T05:55:35.527Z" }, + { url = "https://files.pythonhosted.org/packages/f6/d7/0b6dd3be856e6e500e300393302f0e3c5d5ad8c0a5fe4bd4c18cbf1a12e7/hypothesis-6.165.7-cp314-cp314t-win_amd64.whl", hash = "sha256:419def31dde1afee05f95122b34f134ad86625eaf38a8f89a90448c95541d6e8", size = 671737, upload-time = "2026-08-14T05:55:46.902Z" }, + { url = "https://files.pythonhosted.org/packages/b3/bc/c8b40749c091013c58c24259eac0e0bb4d33d789c6c4d5d86342fa520282/hypothesis-6.165.7-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:d3515860fd9511ea288469387dd60be4015082fc4570aadfaa81aeae625f60da", size = 784232, upload-time = "2026-08-14T05:57:09.752Z" }, + { url = "https://files.pythonhosted.org/packages/0d/4d/ea2ac212e5f7372a320019970a7b19568f2d6a219df97f29fb6e6e821ad9/hypothesis-6.165.7-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:2d548516e3e3c8bc3a978b170d9277845eae6211c2626e974871a3f38c88835a", size = 780077, upload-time = "2026-08-14T05:56:37.494Z" }, + { url = "https://files.pythonhosted.org/packages/27/71/3cd533e7e7fa3f8dbb9de803f3448ebb61b745487a4e8a21d355271c5587/hypothesis-6.165.7-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79f2e5e163e0c326fbc5e50db14a692e35b72dd26c0ba8cc20dcc58873a772ee", size = 1108956, upload-time = "2026-08-14T05:56:54.028Z" }, + { url = "https://files.pythonhosted.org/packages/d2/57/69125a71ac2cdf58d0e3f9145307487e1ddf0192fdb8c9f3f63e25073aae/hypothesis-6.165.7-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b94f1fe479be8a71b85821d0eee36dad3320dd1502edcacc50c1590b7c329afd", size = 1158724, upload-time = "2026-08-14T05:57:00.63Z" }, + { url = "https://files.pythonhosted.org/packages/cc/87/bf55333a9eaaa98cbb74f4d9f7225df0ac170c264f81cf14fdec2f899d72/hypothesis-6.165.7-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:566ca258edc99ebd3fa1e41e74e86bcc217186f94962954d47f2cb5006e473af", size = 675628, upload-time = "2026-08-14T05:56:11.599Z" }, +] + +[[package]] +name = "identify" +version = "2.6.19" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/52/63/51723b5f116cc04b061cb6f5a561790abf249d25931d515cd375e063e0f4/identify-2.6.19.tar.gz", hash = "sha256:6be5020c38fcb07da56c53733538a3081ea5aa70d36a156f83044bfbf9173842", size = 99567, upload-time = "2026-04-17T18:39:50.265Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/94/84/d9273cd09688070a6523c4aee4663a8538721b2b755c4962aafae0011e72/identify-2.6.19-py2.py3-none-any.whl", hash = "sha256:20e6a87f786f768c092a721ad107fc9df0eb89347be9396cadf3f4abbd1fb78a", size = 99397, upload-time = "2026-04-17T18:39:49.221Z" }, +] + +[[package]] +name = "idna" +version = "3.18" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/cd/63/9496c57188a2ee585e0f1db071d75089a11e98aa86eb99d9d7618fc1edce/idna-3.18.tar.gz", hash = "sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848", size = 196711, upload-time = "2026-06-02T14:34:07.794Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1e/5e/d4e9f1a599fb8e573b7b87160658329fbf28d19eac2718f51fc3def3aa5a/idna-3.18-py3-none-any.whl", hash = "sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2", size = 65455, upload-time = "2026-06-02T14:34:06.319Z" }, +] + +[[package]] +name = "importlib-metadata" +version = "9.0.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "zipp" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a9/01/15bb152d77b21318514a96f43af312635eb2500c96b55398d020c93d86ea/importlib_metadata-9.0.0.tar.gz", hash = "sha256:a4f57ab599e6a2e3016d7595cfd72eb4661a5106e787a95bcc90c7105b831efc", size = 56405, upload-time = "2026-03-20T06:42:56.999Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/38/3d/2d244233ac4f76e38533cfcb2991c9eb4c7bf688ae0a036d30725b8faafe/importlib_metadata-9.0.0-py3-none-any.whl", hash = "sha256:2d21d1cc5a017bd0559e36150c21c830ab1dc304dedd1b7ea85d20f45ef3edd7", size = 27789, upload-time = "2026-03-20T06:42:55.665Z" }, +] + +[[package]] +name = "iniconfig" +version = "2.3.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/72/34/14ca021ce8e5dfedc35312d08ba8bf51fdd999c576889fc2c24cb97f4f10/iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730", size = 20503, upload-time = "2025-10-18T21:55:43.219Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12", size = 7484, upload-time = "2025-10-18T21:55:41.639Z" }, +] + +[[package]] +name = "jinja2" +version = "3.1.6" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markupsafe" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/df/bf/f7da0350254c0ed7c72f3e33cef02e048281fec7ecec5f032d4aac52226b/jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d", size = 245115, upload-time = "2025-03-05T20:05:02.478Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67", size = 134899, upload-time = "2025-03-05T20:05:00.369Z" }, +] + +[[package]] +name = "jmespath" +version = "1.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d3/59/322338183ecda247fb5d1763a6cbe46eff7222eaeebafd9fa65d4bf5cb11/jmespath-1.1.0.tar.gz", hash = "sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d", size = 27377, upload-time = "2026-01-22T16:35:26.279Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/14/2f/967ba146e6d58cf6a652da73885f52fc68001525b4197effc174321d70b4/jmespath-1.1.0-py3-none-any.whl", hash = "sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64", size = 20419, upload-time = "2026-01-22T16:35:24.919Z" }, +] + +[[package]] +name = "kiwisolver" +version = "1.5.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d0/67/9c61eccb13f0bdca9307614e782fec49ffdde0f7a2314935d489fa93cd9c/kiwisolver-1.5.0.tar.gz", hash = "sha256:d4193f3d9dc3f6f79aaed0e5637f45d98850ebf01f7ca20e69457f3e8946b66a", size = 103482, upload-time = "2026-03-09T13:15:53.382Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ac/f8/06549565caa026e540b7e7bab5c5a90eb7ca986015f4c48dace243cd24d9/kiwisolver-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:32cc0a5365239a6ea0c6ed461e8838d053b57e397443c0ca894dcc8e388d4374", size = 122802, upload-time = "2026-03-09T13:12:37.515Z" }, + { url = "https://files.pythonhosted.org/packages/84/eb/8476a0818850c563ff343ea7c9c05dcdcbd689a38e01aa31657df01f91fa/kiwisolver-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cc0b66c1eec9021353a4b4483afb12dfd50e3669ffbb9152d6842eb34c7e29fd", size = 66216, upload-time = "2026-03-09T13:12:38.812Z" }, + { url = "https://files.pythonhosted.org/packages/f3/c4/f9c8a6b4c21aed4198566e45923512986d6cef530e7263b3a5f823546561/kiwisolver-1.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:86e0287879f75621ae85197b0877ed2f8b7aa57b511c7331dce2eb6f4de7d476", size = 63917, upload-time = "2026-03-09T13:12:40.053Z" }, + { url = "https://files.pythonhosted.org/packages/f1/0e/ba4ae25d03722f64de8b2c13e80d82ab537a06b30fc7065183c6439357e3/kiwisolver-1.5.0-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:62f59da443c4f4849f73a51a193b1d9d258dcad0c41bc4d1b8fb2bcc04bfeb22", size = 1628776, upload-time = "2026-03-09T13:12:41.976Z" }, + { url = "https://files.pythonhosted.org/packages/8a/e4/3f43a011bc8a0860d1c96f84d32fa87439d3feedf66e672fef03bf5e8bac/kiwisolver-1.5.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9190426b7aa26c5229501fa297b8d0653cfd3f5a36f7990c264e157cbf886b3b", size = 1228164, upload-time = "2026-03-09T13:12:44.002Z" }, + { url = "https://files.pythonhosted.org/packages/4b/34/3a901559a1e0c218404f9a61a93be82d45cb8f44453ba43088644980f033/kiwisolver-1.5.0-cp310-cp310-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c8277104ded0a51e699c8c3aff63ce2c56d4ed5519a5f73e0fd7057f959a2b9e", size = 1246656, upload-time = "2026-03-09T13:12:45.557Z" }, + { url = "https://files.pythonhosted.org/packages/87/9e/f78c466ea20527822b95ad38f141f2de1dcd7f23fb8716b002b0d91bbe59/kiwisolver-1.5.0-cp310-cp310-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8f9baf6f0a6e7571c45c8863010b45e837c3ee1c2c77fcd6ef423be91b21fedb", size = 1295562, upload-time = "2026-03-09T13:12:47.562Z" }, + { url = "https://files.pythonhosted.org/packages/0a/66/fd0e4a612e3a286c24e6d6f3a5428d11258ed1909bc530ba3b59807fd980/kiwisolver-1.5.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cff8e5383db4989311f99e814feeb90c4723eb4edca425b9d5d9c3fefcdd9537", size = 2178473, upload-time = "2026-03-09T13:12:50.254Z" }, + { url = "https://files.pythonhosted.org/packages/dc/8e/6cac929e0049539e5ee25c1ee937556f379ba5204840d03008363ced662d/kiwisolver-1.5.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:ebae99ed6764f2b5771c522477b311be313e8841d2e0376db2b10922daebbba4", size = 2274035, upload-time = "2026-03-09T13:12:51.785Z" }, + { url = "https://files.pythonhosted.org/packages/ca/d3/9d0c18f1b52ea8074b792452cf17f1f5a56bd0302a85191f405cfbf9da16/kiwisolver-1.5.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:d5cd5189fc2b6a538b75ae45433140c4823463918f7b1617c31e68b085c0022c", size = 2443217, upload-time = "2026-03-09T13:12:53.329Z" }, + { url = "https://files.pythonhosted.org/packages/45/2a/6e19368803a038b2a90857bf4ee9e3c7b667216d045866bf22d3439fd75e/kiwisolver-1.5.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f42c23db5d1521218a3276bb08666dcb662896a0be7347cba864eca45ff64ede", size = 2249196, upload-time = "2026-03-09T13:12:55.057Z" }, + { url = "https://files.pythonhosted.org/packages/75/2b/3f641dfcbe72e222175d626bacf2f72c3b34312afec949dd1c50afa400f5/kiwisolver-1.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:94eff26096eb5395136634622515b234ecb6c9979824c1f5004c6e3c3c85ccd2", size = 73389, upload-time = "2026-03-09T13:12:56.496Z" }, + { url = "https://files.pythonhosted.org/packages/da/88/299b137b9e0025d8982e03d2d52c123b0a2b159e84b0ef1501ef446339cf/kiwisolver-1.5.0-cp310-cp310-win_arm64.whl", hash = "sha256:dd952e03bfbb096cfe2dd35cd9e00f269969b67536cb4370994afc20ff2d0875", size = 64782, upload-time = "2026-03-09T13:12:57.609Z" }, + { url = "https://files.pythonhosted.org/packages/12/dd/a495a9c104be1c476f0386e714252caf2b7eca883915422a64c50b88c6f5/kiwisolver-1.5.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:9eed0f7edbb274413b6ee781cca50541c8c0facd3d6fd289779e494340a2b85c", size = 122798, upload-time = "2026-03-09T13:12:58.963Z" }, + { url = "https://files.pythonhosted.org/packages/11/60/37b4047a2af0cf5ef6d8b4b26e91829ae6fc6a2d1f74524bcb0e7cd28a32/kiwisolver-1.5.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3c4923e404d6bcd91b6779c009542e5647fef32e4a5d75e115e3bbac6f2335eb", size = 66216, upload-time = "2026-03-09T13:13:00.155Z" }, + { url = "https://files.pythonhosted.org/packages/0a/aa/510dc933d87767584abfe03efa445889996c70c2990f6f87c3ebaa0a18c5/kiwisolver-1.5.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:0df54df7e686afa55e6f21fb86195224a6d9beb71d637e8d7920c95cf0f89aac", size = 63911, upload-time = "2026-03-09T13:13:01.671Z" }, + { url = "https://files.pythonhosted.org/packages/80/46/bddc13df6c2a40741e0cc7865bb1c9ed4796b6760bd04ce5fae3928ef917/kiwisolver-1.5.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2517e24d7315eb51c10664cdb865195df38ab74456c677df67bb47f12d088a27", size = 1438209, upload-time = "2026-03-09T13:13:03.385Z" }, + { url = "https://files.pythonhosted.org/packages/fd/d6/76621246f5165e5372f02f5e6f3f48ea336a8f9e96e43997d45b240ed8cd/kiwisolver-1.5.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ff710414307fefa903e0d9bdf300972f892c23477829f49504e59834f4195398", size = 1248888, upload-time = "2026-03-09T13:13:05.231Z" }, + { url = "https://files.pythonhosted.org/packages/b2/c1/31559ec6fb39a5b48035ce29bb63ade628f321785f38c384dee3e2c08bc1/kiwisolver-1.5.0-cp311-cp311-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6176c1811d9d5a04fa391c490cc44f451e240697a16977f11c6f722efb9041db", size = 1266304, upload-time = "2026-03-09T13:13:06.743Z" }, + { url = "https://files.pythonhosted.org/packages/5e/ef/1cb8276f2d29cc6a41e0a042f27946ca347d3a4a75acf85d0a16aa6dcc82/kiwisolver-1.5.0-cp311-cp311-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:50847dca5d197fcbd389c805aa1a1cf32f25d2e7273dc47ab181a517666b68cc", size = 1319650, upload-time = "2026-03-09T13:13:08.607Z" }, + { url = "https://files.pythonhosted.org/packages/4c/e4/5ba3cecd7ce6236ae4a80f67e5d5531287337d0e1f076ca87a5abe4cd5d0/kiwisolver-1.5.0-cp311-cp311-manylinux_2_39_riscv64.whl", hash = "sha256:01808c6d15f4c3e8559595d6d1fe6411c68e4a3822b4b9972b44473b24f4e679", size = 970949, upload-time = "2026-03-09T13:13:10.299Z" }, + { url = "https://files.pythonhosted.org/packages/5a/69/dc61f7ae9a2f071f26004ced87f078235b5507ab6e5acd78f40365655034/kiwisolver-1.5.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:f1f9f4121ec58628c96baa3de1a55a4e3a333c5102c8e94b64e23bf7b2083309", size = 2199125, upload-time = "2026-03-09T13:13:11.841Z" }, + { url = "https://files.pythonhosted.org/packages/e5/7b/abbe0f1b5afa85f8d084b73e90e5f801c0939eba16ac2e49af7c61a6c28d/kiwisolver-1.5.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:b7d335370ae48a780c6e6a6bbfa97342f563744c39c35562f3f367665f5c1de2", size = 2293783, upload-time = "2026-03-09T13:13:14.399Z" }, + { url = "https://files.pythonhosted.org/packages/8a/80/5908ae149d96d81580d604c7f8aefd0e98f4fd728cf172f477e9f2a81744/kiwisolver-1.5.0-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:800ee55980c18545af444d93fdd60c56b580db5cc54867d8cbf8a1dc0829938c", size = 1960726, upload-time = "2026-03-09T13:13:16.047Z" }, + { url = "https://files.pythonhosted.org/packages/84/08/a78cb776f8c085b7143142ce479859cfec086bd09ee638a317040b6ef420/kiwisolver-1.5.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:c438f6ca858697c9ab67eb28246c92508af972e114cac34e57a6d4ba17a3ac08", size = 2464738, upload-time = "2026-03-09T13:13:17.897Z" }, + { url = "https://files.pythonhosted.org/packages/b1/e1/65584da5356ed6cb12c63791a10b208860ac40a83de165cb6a6751a686e3/kiwisolver-1.5.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:8c63c91f95173f9c2a67c7c526b2cea976828a0e7fced9cdcead2802dc10f8a4", size = 2270718, upload-time = "2026-03-09T13:13:19.421Z" }, + { url = "https://files.pythonhosted.org/packages/be/6c/28f17390b62b8f2f520e2915095b3c94d88681ecf0041e75389d9667f202/kiwisolver-1.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:beb7f344487cdcb9e1efe4b7a29681b74d34c08f0043a327a74da852a6749e7b", size = 73480, upload-time = "2026-03-09T13:13:20.818Z" }, + { url = "https://files.pythonhosted.org/packages/d8/0e/2ee5debc4f77a625778fec5501ff3e8036fe361b7ee28ae402a485bb9694/kiwisolver-1.5.0-cp311-cp311-win_arm64.whl", hash = "sha256:ad4ae4ffd1ee9cd11357b4c66b612da9888f4f4daf2f36995eda64bd45370cac", size = 64930, upload-time = "2026-03-09T13:13:21.997Z" }, + { url = "https://files.pythonhosted.org/packages/4d/b2/818b74ebea34dabe6d0c51cb1c572e046730e64844da6ed646d5298c40ce/kiwisolver-1.5.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:4e9750bc21b886308024f8a54ccb9a2cc38ac9fa813bf4348434e3d54f337ff9", size = 123158, upload-time = "2026-03-09T13:13:23.127Z" }, + { url = "https://files.pythonhosted.org/packages/bf/d9/405320f8077e8e1c5c4bd6adc45e1e6edf6d727b6da7f2e2533cf58bff71/kiwisolver-1.5.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:72ec46b7eba5b395e0a7b63025490d3214c11013f4aacb4f5e8d6c3041829588", size = 66388, upload-time = "2026-03-09T13:13:24.765Z" }, + { url = "https://files.pythonhosted.org/packages/99/9f/795fedf35634f746151ca8839d05681ceb6287fbed6cc1c9bf235f7887c2/kiwisolver-1.5.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ed3a984b31da7481b103f68776f7128a89ef26ed40f4dc41a2223cda7fb24819", size = 64068, upload-time = "2026-03-09T13:13:25.878Z" }, + { url = "https://files.pythonhosted.org/packages/c4/13/680c54afe3e65767bed7ec1a15571e1a2f1257128733851ade24abcefbcc/kiwisolver-1.5.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:bb5136fb5352d3f422df33f0c879a1b0c204004324150cc3b5e3c4f310c9049f", size = 1477934, upload-time = "2026-03-09T13:13:27.166Z" }, + { url = "https://files.pythonhosted.org/packages/c8/2f/cebfcdb60fd6a9b0f6b47a9337198bcbad6fbe15e68189b7011fd914911f/kiwisolver-1.5.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b2af221f268f5af85e776a73d62b0845fc8baf8ef0abfae79d29c77d0e776aaf", size = 1278537, upload-time = "2026-03-09T13:13:28.707Z" }, + { url = "https://files.pythonhosted.org/packages/f2/0d/9b782923aada3fafb1d6b84e13121954515c669b18af0c26e7d21f579855/kiwisolver-1.5.0-cp312-cp312-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b0f172dc8ffaccb8522d7c5d899de00133f2f1ca7b0a49b7da98e901de87bf2d", size = 1296685, upload-time = "2026-03-09T13:13:30.528Z" }, + { url = "https://files.pythonhosted.org/packages/27/70/83241b6634b04fe44e892688d5208332bde130f38e610c0418f9ede47ded/kiwisolver-1.5.0-cp312-cp312-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6ab8ba9152203feec73758dad83af9a0bbe05001eb4639e547207c40cfb52083", size = 1346024, upload-time = "2026-03-09T13:13:32.818Z" }, + { url = "https://files.pythonhosted.org/packages/e4/db/30ed226fb271ae1a6431fc0fe0edffb2efe23cadb01e798caeb9f2ceae8f/kiwisolver-1.5.0-cp312-cp312-manylinux_2_39_riscv64.whl", hash = "sha256:cdee07c4d7f6d72008d3f73b9bf027f4e11550224c7c50d8df1ae4a37c1402a6", size = 987241, upload-time = "2026-03-09T13:13:34.435Z" }, + { url = "https://files.pythonhosted.org/packages/ec/bd/c314595208e4c9587652d50959ead9e461995389664e490f4dce7ff0f782/kiwisolver-1.5.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:7c60d3c9b06fb23bd9c6139281ccbdc384297579ae037f08ae90c69f6845c0b1", size = 2227742, upload-time = "2026-03-09T13:13:36.4Z" }, + { url = "https://files.pythonhosted.org/packages/c1/43/0499cec932d935229b5543d073c2b87c9c22846aab48881e9d8d6e742a2d/kiwisolver-1.5.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:e315e5ec90d88e140f57696ff85b484ff68bb311e36f2c414aa4286293e6dee0", size = 2323966, upload-time = "2026-03-09T13:13:38.204Z" }, + { url = "https://files.pythonhosted.org/packages/3d/6f/79b0d760907965acfd9d61826a3d41f8f093c538f55cd2633d3f0db269f6/kiwisolver-1.5.0-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:1465387ac63576c3e125e5337a6892b9e99e0627d52317f3ca79e6930d889d15", size = 1977417, upload-time = "2026-03-09T13:13:39.966Z" }, + { url = "https://files.pythonhosted.org/packages/ab/31/01d0537c41cb75a551a438c3c7a80d0c60d60b81f694dac83dd436aec0d0/kiwisolver-1.5.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:530a3fd64c87cffa844d4b6b9768774763d9caa299e9b75d8eca6a4423b31314", size = 2491238, upload-time = "2026-03-09T13:13:41.698Z" }, + { url = "https://files.pythonhosted.org/packages/e4/34/8aefdd0be9cfd00a44509251ba864f5caf2991e36772e61c408007e7f417/kiwisolver-1.5.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:1d9daea4ea6b9be74fe2f01f7fbade8d6ffab263e781274cffca0dba9be9eec9", size = 2294947, upload-time = "2026-03-09T13:13:43.343Z" }, + { url = "https://files.pythonhosted.org/packages/ad/cf/0348374369ca588f8fe9c338fae49fa4e16eeb10ffb3d012f23a54578a9e/kiwisolver-1.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:f18c2d9782259a6dc132fdc7a63c168cbc74b35284b6d75c673958982a378384", size = 73569, upload-time = "2026-03-09T13:13:45.792Z" }, + { url = "https://files.pythonhosted.org/packages/28/26/192b26196e2316e2bd29deef67e37cdf9870d9af8e085e521afff0fed526/kiwisolver-1.5.0-cp312-cp312-win_arm64.whl", hash = "sha256:f7c7553b13f69c1b29a5bde08ddc6d9d0c8bfb84f9ed01c30db25944aeb852a7", size = 64997, upload-time = "2026-03-09T13:13:46.878Z" }, + { url = "https://files.pythonhosted.org/packages/9d/69/024d6711d5ba575aa65d5538042e99964104e97fa153a9f10bc369182bc2/kiwisolver-1.5.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:fd40bb9cd0891c4c3cb1ddf83f8bbfa15731a248fdc8162669405451e2724b09", size = 123166, upload-time = "2026-03-09T13:13:48.032Z" }, + { url = "https://files.pythonhosted.org/packages/ce/48/adbb40df306f587054a348831220812b9b1d787aff714cfbc8556e38fccd/kiwisolver-1.5.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c0e1403fd7c26d77c1f03e096dc58a5c726503fa0db0456678b8668f76f521e3", size = 66395, upload-time = "2026-03-09T13:13:49.365Z" }, + { url = "https://files.pythonhosted.org/packages/a8/3a/d0a972b34e1c63e2409413104216cd1caa02c5a37cb668d1687d466c1c45/kiwisolver-1.5.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:dda366d548e89a90d88a86c692377d18d8bd64b39c1fb2b92cb31370e2896bbd", size = 64065, upload-time = "2026-03-09T13:13:50.562Z" }, + { url = "https://files.pythonhosted.org/packages/2b/0a/7b98e1e119878a27ba8618ca1e18b14f992ff1eda40f47bccccf4de44121/kiwisolver-1.5.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:332b4f0145c30b5f5ad9374881133e5aa64320428a57c2c2b61e9d891a51c2f3", size = 1477903, upload-time = "2026-03-09T13:13:52.084Z" }, + { url = "https://files.pythonhosted.org/packages/18/d8/55638d89ffd27799d5cc3d8aa28e12f4ce7a64d67b285114dbedc8ea4136/kiwisolver-1.5.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0c50b89ffd3e1a911c69a1dd3de7173c0cd10b130f56222e57898683841e4f96", size = 1278751, upload-time = "2026-03-09T13:13:54.673Z" }, + { url = "https://files.pythonhosted.org/packages/b8/97/b4c8d0d18421ecceba20ad8701358453b88e32414e6f6950b5a4bad54e65/kiwisolver-1.5.0-cp313-cp313-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4db576bb8c3ef9365f8b40fe0f671644de6736ae2c27a2c62d7d8a1b4329f099", size = 1296793, upload-time = "2026-03-09T13:13:56.287Z" }, + { url = "https://files.pythonhosted.org/packages/c4/10/f862f94b6389d8957448ec9df59450b81bec4abb318805375c401a1e6892/kiwisolver-1.5.0-cp313-cp313-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0b85aad90cea8ac6797a53b5d5f2e967334fa4d1149f031c4537569972596cb8", size = 1346041, upload-time = "2026-03-09T13:13:58.269Z" }, + { url = "https://files.pythonhosted.org/packages/a3/6a/f1650af35821eaf09de398ec0bc2aefc8f211f0cda50204c9f1673741ba9/kiwisolver-1.5.0-cp313-cp313-manylinux_2_39_riscv64.whl", hash = "sha256:d36ca54cb4c6c4686f7cbb7b817f66f5911c12ddb519450bbe86707155028f87", size = 987292, upload-time = "2026-03-09T13:13:59.871Z" }, + { url = "https://files.pythonhosted.org/packages/de/19/d7fb82984b9238115fe629c915007be608ebd23dc8629703d917dbfaffd4/kiwisolver-1.5.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:38f4a703656f493b0ad185211ccfca7f0386120f022066b018eb5296d8613e23", size = 2227865, upload-time = "2026-03-09T13:14:01.401Z" }, + { url = "https://files.pythonhosted.org/packages/7f/b9/46b7f386589fd222dac9e9de9c956ce5bcefe2ee73b4e79891381dda8654/kiwisolver-1.5.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:3ac2360e93cb41be81121755c6462cff3beaa9967188c866e5fce5cf13170859", size = 2324369, upload-time = "2026-03-09T13:14:02.972Z" }, + { url = "https://files.pythonhosted.org/packages/92/8b/95e237cf3d9c642960153c769ddcbe278f182c8affb20cecc1cc983e7cc5/kiwisolver-1.5.0-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:c95cab08d1965db3d84a121f1c7ce7479bdd4072c9b3dafd8fecce48a2e6b902", size = 1977989, upload-time = "2026-03-09T13:14:04.503Z" }, + { url = "https://files.pythonhosted.org/packages/1b/95/980c9df53501892784997820136c01f62bc1865e31b82b9560f980c0e649/kiwisolver-1.5.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:fc20894c3d21194d8041a28b65622d5b86db786da6e3cfe73f0c762951a61167", size = 2491645, upload-time = "2026-03-09T13:14:06.106Z" }, + { url = "https://files.pythonhosted.org/packages/cb/32/900647fd0840abebe1561792c6b31e6a7c0e278fc3973d30572a965ca14c/kiwisolver-1.5.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:7a32f72973f0f950c1920475d5c5ea3d971b81b6f0ec53b8d0a956cc965f22e0", size = 2295237, upload-time = "2026-03-09T13:14:08.891Z" }, + { url = "https://files.pythonhosted.org/packages/be/8a/be60e3bbcf513cc5a50f4a3e88e1dcecebb79c1ad607a7222877becaa101/kiwisolver-1.5.0-cp313-cp313-win_amd64.whl", hash = "sha256:0bf3acf1419fa93064a4c2189ac0b58e3be7872bf6ee6177b0d4c63dc4cea276", size = 73573, upload-time = "2026-03-09T13:14:12.327Z" }, + { url = "https://files.pythonhosted.org/packages/4d/d2/64be2e429eb4fca7f7e1c52a91b12663aeaf25de3895e5cca0f47ef2a8d0/kiwisolver-1.5.0-cp313-cp313-win_arm64.whl", hash = "sha256:fa8eb9ecdb7efb0b226acec134e0d709e87a909fa4971a54c0c4f6e88635484c", size = 64998, upload-time = "2026-03-09T13:14:13.469Z" }, + { url = "https://files.pythonhosted.org/packages/b0/69/ce68dd0c85755ae2de490bf015b62f2cea5f6b14ff00a463f9d0774449ff/kiwisolver-1.5.0-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:db485b3847d182b908b483b2ed133c66d88d49cacf98fd278fadafe11b4478d1", size = 125700, upload-time = "2026-03-09T13:14:14.636Z" }, + { url = "https://files.pythonhosted.org/packages/74/aa/937aac021cf9d4349990d47eb319309a51355ed1dbdc9c077cdc9224cb11/kiwisolver-1.5.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:be12f931839a3bdfe28b584db0e640a65a8bcbc24560ae3fdb025a449b3d754e", size = 67537, upload-time = "2026-03-09T13:14:15.808Z" }, + { url = "https://files.pythonhosted.org/packages/ee/20/3a87fbece2c40ad0f6f0aefa93542559159c5f99831d596050e8afae7a9f/kiwisolver-1.5.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:16b85d37c2cbb3253226d26e64663f755d88a03439a9c47df6246b35defbdfb7", size = 65514, upload-time = "2026-03-09T13:14:18.035Z" }, + { url = "https://files.pythonhosted.org/packages/f0/7f/f943879cda9007c45e1f7dba216d705c3a18d6b35830e488b6c6a4e7cdf0/kiwisolver-1.5.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4432b835675f0ea7414aab3d37d119f7226d24869b7a829caeab49ebda407b0c", size = 1584848, upload-time = "2026-03-09T13:14:19.745Z" }, + { url = "https://files.pythonhosted.org/packages/37/f8/4d4f85cc1870c127c88d950913370dd76138482161cd07eabbc450deff01/kiwisolver-1.5.0-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1b0feb50971481a2cc44d94e88bdb02cdd497618252ae226b8eb1201b957e368", size = 1391542, upload-time = "2026-03-09T13:14:21.54Z" }, + { url = "https://files.pythonhosted.org/packages/04/0b/65dd2916c84d252b244bd405303220f729e7c17c9d7d33dca6feeff9ffc4/kiwisolver-1.5.0-cp313-cp313t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:56fa888f10d0f367155e76ce849fa1166fc9730d13bd2d65a2aa13b6f5424489", size = 1404447, upload-time = "2026-03-09T13:14:23.205Z" }, + { url = "https://files.pythonhosted.org/packages/39/5c/2606a373247babce9b1d056c03a04b65f3cf5290a8eac5d7bdead0a17e21/kiwisolver-1.5.0-cp313-cp313t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:940dda65d5e764406b9fb92761cbf462e4e63f712ab60ed98f70552e496f3bf1", size = 1455918, upload-time = "2026-03-09T13:14:24.74Z" }, + { url = "https://files.pythonhosted.org/packages/d5/d1/c6078b5756670658e9192a2ef11e939c92918833d2745f85cd14a6004bdf/kiwisolver-1.5.0-cp313-cp313t-manylinux_2_39_riscv64.whl", hash = "sha256:89fc958c702ee9a745e4700378f5d23fddbc46ff89e8fdbf5395c24d5c1452a3", size = 1072856, upload-time = "2026-03-09T13:14:26.597Z" }, + { url = "https://files.pythonhosted.org/packages/cb/c8/7def6ddf16eb2b3741d8b172bdaa9af882b03c78e9b0772975408801fa63/kiwisolver-1.5.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:9027d773c4ff81487181a925945743413f6069634d0b122d0b37684ccf4f1e18", size = 2333580, upload-time = "2026-03-09T13:14:28.237Z" }, + { url = "https://files.pythonhosted.org/packages/9e/87/2ac1fce0eb1e616fcd3c35caa23e665e9b1948bb984f4764790924594128/kiwisolver-1.5.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:5b233ea3e165e43e35dba1d2b8ecc21cf070b45b65ae17dd2747d2713d942021", size = 2423018, upload-time = "2026-03-09T13:14:30.018Z" }, + { url = "https://files.pythonhosted.org/packages/67/13/c6700ccc6cc218716bfcda4935e4b2997039869b4ad8a94f364c5a3b8e63/kiwisolver-1.5.0-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:ce9bf03dad3b46408c08649c6fbd6ca28a9fce0eb32fdfffa6775a13103b5310", size = 2062804, upload-time = "2026-03-09T13:14:32.888Z" }, + { url = "https://files.pythonhosted.org/packages/1b/bd/877056304626943ff0f1f44c08f584300c199b887cb3176cd7e34f1515f1/kiwisolver-1.5.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:fc4d3f1fb9ca0ae9f97b095963bc6326f1dbfd3779d6679a1e016b9baaa153d3", size = 2597482, upload-time = "2026-03-09T13:14:34.971Z" }, + { url = "https://files.pythonhosted.org/packages/75/19/c60626c47bf0f8ac5dcf72c6c98e266d714f2fbbfd50cf6dab5ede3aaa50/kiwisolver-1.5.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:f443b4825c50a51ee68585522ab4a1d1257fac65896f282b4c6763337ac9f5d2", size = 2394328, upload-time = "2026-03-09T13:14:36.816Z" }, + { url = "https://files.pythonhosted.org/packages/47/84/6a6d5e5bb8273756c27b7d810d47f7ef2f1f9b9fd23c9ee9a3f8c75c9cef/kiwisolver-1.5.0-cp313-cp313t-win_arm64.whl", hash = "sha256:893ff3a711d1b515ba9da14ee090519bad4610ed1962fbe298a434e8c5f8db53", size = 68410, upload-time = "2026-03-09T13:14:38.695Z" }, + { url = "https://files.pythonhosted.org/packages/e4/d7/060f45052f2a01ad5762c8fdecd6d7a752b43400dc29ff75cd47225a40fd/kiwisolver-1.5.0-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:8df31fe574b8b3993cc61764f40941111b25c2d9fea13d3ce24a49907cd2d615", size = 123231, upload-time = "2026-03-09T13:14:41.323Z" }, + { url = "https://files.pythonhosted.org/packages/c2/a7/78da680eadd06ff35edef6ef68a1ad273bad3e2a0936c9a885103230aece/kiwisolver-1.5.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:1d49a49ac4cbfb7c1375301cd1ec90169dfeae55ff84710d782260ce77a75a02", size = 66489, upload-time = "2026-03-09T13:14:42.534Z" }, + { url = "https://files.pythonhosted.org/packages/49/b2/97980f3ad4fae37dd7fe31626e2bf75fbf8bdf5d303950ec1fab39a12da8/kiwisolver-1.5.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:0cbe94b69b819209a62cb27bdfa5dc2a8977d8de2f89dfd97ba4f53ed3af754e", size = 64063, upload-time = "2026-03-09T13:14:44.759Z" }, + { url = "https://files.pythonhosted.org/packages/e7/f9/b06c934a6aa8bc91f566bd2a214fd04c30506c2d9e2b6b171953216a65b6/kiwisolver-1.5.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:80aa065ffd378ff784822a6d7c3212f2d5f5e9c3589614b5c228b311fd3063ac", size = 1475913, upload-time = "2026-03-09T13:14:46.247Z" }, + { url = "https://files.pythonhosted.org/packages/6b/f0/f768ae564a710135630672981231320bc403cf9152b5596ec5289de0f106/kiwisolver-1.5.0-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4e7f886f47ab881692f278ae901039a234e4025a68e6dfab514263a0b1c4ae05", size = 1282782, upload-time = "2026-03-09T13:14:48.458Z" }, + { url = "https://files.pythonhosted.org/packages/e2/9f/1de7aad00697325f05238a5f2eafbd487fb637cc27a558b5367a5f37fb7f/kiwisolver-1.5.0-cp314-cp314-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5060731cc3ed12ca3a8b57acd4aeca5bbc2f49216dd0bec1650a1acd89486bcd", size = 1300815, upload-time = "2026-03-09T13:14:50.721Z" }, + { url = "https://files.pythonhosted.org/packages/5a/c2/297f25141d2e468e0ce7f7a7b92e0cf8918143a0cbd3422c1ad627e85a06/kiwisolver-1.5.0-cp314-cp314-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:7a4aa69609f40fce3cbc3f87b2061f042eee32f94b8f11db707b66a26461591a", size = 1347925, upload-time = "2026-03-09T13:14:52.304Z" }, + { url = "https://files.pythonhosted.org/packages/b9/d3/f4c73a02eb41520c47610207b21afa8cdd18fdbf64ffd94674ae21c4812d/kiwisolver-1.5.0-cp314-cp314-manylinux_2_39_riscv64.whl", hash = "sha256:d168fda2dbff7b9b5f38e693182d792a938c31db4dac3a80a4888de603c99554", size = 991322, upload-time = "2026-03-09T13:14:54.637Z" }, + { url = "https://files.pythonhosted.org/packages/7b/46/d3f2efef7732fcda98d22bf4ad5d3d71d545167a852ca710a494f4c15343/kiwisolver-1.5.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:413b820229730d358efd838ecbab79902fe97094565fdc80ddb6b0a18c18a581", size = 2232857, upload-time = "2026-03-09T13:14:56.471Z" }, + { url = "https://files.pythonhosted.org/packages/3f/ec/2d9756bf2b6d26ae4349b8d3662fb3993f16d80c1f971c179ce862b9dbae/kiwisolver-1.5.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:5124d1ea754509b09e53738ec185584cc609aae4a3b510aaf4ed6aa047ef9303", size = 2329376, upload-time = "2026-03-09T13:14:58.072Z" }, + { url = "https://files.pythonhosted.org/packages/8f/9f/876a0a0f2260f1bde92e002b3019a5fabc35e0939c7d945e0fa66185eb20/kiwisolver-1.5.0-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:e4415a8db000bf49a6dd1c478bf70062eaacff0f462b92b0ba68791a905861f9", size = 1982549, upload-time = "2026-03-09T13:14:59.668Z" }, + { url = "https://files.pythonhosted.org/packages/6c/4f/ba3624dfac23a64d54ac4179832860cb537c1b0af06024936e82ca4154a0/kiwisolver-1.5.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:d618fd27420381a4f6044faa71f46d8bfd911bd077c555f7138ed88729bfbe79", size = 2494680, upload-time = "2026-03-09T13:15:01.364Z" }, + { url = "https://files.pythonhosted.org/packages/39/b7/97716b190ab98911b20d10bf92eca469121ec483b8ce0edd314f51bc85af/kiwisolver-1.5.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:5092eb5b1172947f57d6ea7d89b2f29650414e4293c47707eb499ec07a0ac796", size = 2297905, upload-time = "2026-03-09T13:15:03.925Z" }, + { url = "https://files.pythonhosted.org/packages/a3/36/4e551e8aa55c9188bca9abb5096805edbf7431072b76e2298e34fd3a3008/kiwisolver-1.5.0-cp314-cp314-win_amd64.whl", hash = "sha256:d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e", size = 75086, upload-time = "2026-03-09T13:15:07.775Z" }, + { url = "https://files.pythonhosted.org/packages/70/15/9b90f7df0e31a003c71649cf66ef61c3c1b862f48c81007fa2383c8bd8d7/kiwisolver-1.5.0-cp314-cp314-win_arm64.whl", hash = "sha256:fa6248cd194edff41d7ea9425ced8ca3a6f838bfb295f6f1d6e6bb694a8518df", size = 66577, upload-time = "2026-03-09T13:15:09.139Z" }, + { url = "https://files.pythonhosted.org/packages/17/01/7dc8c5443ff42b38e72731643ed7cf1ed9bf01691ae5cdca98501999ed83/kiwisolver-1.5.0-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:d1ffeb80b5676463d7a7d56acbe8e37a20ce725570e09549fe738e02ca6b7e1e", size = 125794, upload-time = "2026-03-09T13:15:10.525Z" }, + { url = "https://files.pythonhosted.org/packages/46/8a/b4ebe46ebaac6a303417fab10c2e165c557ddaff558f9699d302b256bc53/kiwisolver-1.5.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:bc4d8e252f532ab46a1de9349e2d27b91fce46736a9eedaa37beaca66f574ed4", size = 67646, upload-time = "2026-03-09T13:15:12.016Z" }, + { url = "https://files.pythonhosted.org/packages/60/35/10a844afc5f19d6f567359bf4789e26661755a2f36200d5d1ed8ad0126e5/kiwisolver-1.5.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6783e069732715ad0c3ce96dbf21dbc2235ab0593f2baf6338101f70371f4028", size = 65511, upload-time = "2026-03-09T13:15:13.311Z" }, + { url = "https://files.pythonhosted.org/packages/f8/8a/685b297052dd041dcebce8e8787b58923b6e78acc6115a0dc9189011c44b/kiwisolver-1.5.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e7c4c09a490dc4d4a7f8cbee56c606a320f9dc28cf92a7157a39d1ce7676a657", size = 1584858, upload-time = "2026-03-09T13:15:15.103Z" }, + { url = "https://files.pythonhosted.org/packages/9e/80/04865e3d4638ac5bddec28908916df4a3075b8c6cc101786a96803188b96/kiwisolver-1.5.0-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2a075bd7bd19c70cf67c8badfa36cf7c5d8de3c9ddb8420c51e10d9c50e94920", size = 1392539, upload-time = "2026-03-09T13:15:16.661Z" }, + { url = "https://files.pythonhosted.org/packages/ba/01/77a19cacc0893fa13fafa46d1bba06fb4dc2360b3292baf4b56d8e067b24/kiwisolver-1.5.0-cp314-cp314t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:bdd3e53429ff02aa319ba59dfe4ceeec345bf46cf180ec2cf6fd5b942e7975e9", size = 1405310, upload-time = "2026-03-09T13:15:18.229Z" }, + { url = "https://files.pythonhosted.org/packages/53/39/bcaf5d0cca50e604cfa9b4e3ae1d64b50ca1ae5b754122396084599ef903/kiwisolver-1.5.0-cp314-cp314t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3cdcb35dc9d807259c981a85531048ede628eabcffb3239adf3d17463518992d", size = 1456244, upload-time = "2026-03-09T13:15:20.444Z" }, + { url = "https://files.pythonhosted.org/packages/d0/7a/72c187abc6975f6978c3e39b7cf67aeb8b3c0a8f9790aa7fd412855e9e1f/kiwisolver-1.5.0-cp314-cp314t-manylinux_2_39_riscv64.whl", hash = "sha256:70d593af6a6ca332d1df73d519fddb5148edb15cd90d5f0155e3746a6d4fcc65", size = 1073154, upload-time = "2026-03-09T13:15:22.039Z" }, + { url = "https://files.pythonhosted.org/packages/c7/ca/cf5b25783ebbd59143b4371ed0c8428a278abe68d6d0104b01865b1bbd0f/kiwisolver-1.5.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:377815a8616074cabbf3f53354e1d040c35815a134e01d7614b7692e4bf8acfa", size = 2334377, upload-time = "2026-03-09T13:15:23.741Z" }, + { url = "https://files.pythonhosted.org/packages/4a/e5/b1f492adc516796e88751282276745340e2a72dcd0d36cf7173e0daf3210/kiwisolver-1.5.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:0255a027391d52944eae1dbb5d4cc5903f57092f3674e8e544cdd2622826b3f0", size = 2425288, upload-time = "2026-03-09T13:15:25.789Z" }, + { url = "https://files.pythonhosted.org/packages/e6/e5/9b21fbe91a61b8f409d74a26498706e97a48008bfcd1864373d32a6ba31c/kiwisolver-1.5.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:012b1eb16e28718fa782b5e61dc6f2da1f0792ca73bd05d54de6cb9561665fc9", size = 2063158, upload-time = "2026-03-09T13:15:27.63Z" }, + { url = "https://files.pythonhosted.org/packages/b1/02/83f47986138310f95ea95531f851b2a62227c11cbc3e690ae1374fe49f0f/kiwisolver-1.5.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:0e3aafb33aed7479377e5e9a82e9d4bf87063741fc99fc7ae48b0f16e32bdd6f", size = 2597260, upload-time = "2026-03-09T13:15:29.421Z" }, + { url = "https://files.pythonhosted.org/packages/07/18/43a5f24608d8c313dd189cf838c8e68d75b115567c6279de7796197cfb6a/kiwisolver-1.5.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:e7a116ae737f0000343218c4edf5bd45893bfeaff0993c0b215d7124c9f77646", size = 2394403, upload-time = "2026-03-09T13:15:31.517Z" }, + { url = "https://files.pythonhosted.org/packages/3b/b5/98222136d839b8afabcaa943b09bd05888c2d36355b7e448550211d1fca4/kiwisolver-1.5.0-cp314-cp314t-win_amd64.whl", hash = "sha256:1dd9b0b119a350976a6d781e7278ec7aca0b201e1a9e2d23d9804afecb6ca681", size = 79687, upload-time = "2026-03-09T13:15:33.204Z" }, + { url = "https://files.pythonhosted.org/packages/99/a2/ca7dc962848040befed12732dff6acae7fb3c4f6fc4272b3f6c9a30b8713/kiwisolver-1.5.0-cp314-cp314t-win_arm64.whl", hash = "sha256:58f812017cd2985c21fbffb4864d59174d4903dd66fa23815e74bbc7a0e2dd57", size = 70032, upload-time = "2026-03-09T13:15:34.411Z" }, + { url = "https://files.pythonhosted.org/packages/1c/fa/2910df836372d8761bb6eff7d8bdcb1613b5c2e03f260efe7abe34d388a7/kiwisolver-1.5.0-graalpy312-graalpy250_312_native-macosx_10_13_x86_64.whl", hash = "sha256:5ae8e62c147495b01a0f4765c878e9bfdf843412446a247e28df59936e99e797", size = 130262, upload-time = "2026-03-09T13:15:35.629Z" }, + { url = "https://files.pythonhosted.org/packages/0f/41/c5f71f9f00aabcc71fee8b7475e3f64747282580c2fe748961ba29b18385/kiwisolver-1.5.0-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl", hash = "sha256:f6764a4ccab3078db14a632420930f6186058750df066b8ea2a7106df91d3203", size = 138036, upload-time = "2026-03-09T13:15:36.894Z" }, + { url = "https://files.pythonhosted.org/packages/fa/06/7399a607f434119c6e1fdc8ec89a8d51ccccadf3341dee4ead6bd14caaf5/kiwisolver-1.5.0-graalpy312-graalpy250_312_native-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c31c13da98624f957b0fb1b5bae5383b2333c2c3f6793d9825dd5ce79b525cb7", size = 194295, upload-time = "2026-03-09T13:15:38.22Z" }, + { url = "https://files.pythonhosted.org/packages/b5/91/53255615acd2a1eaca307ede3c90eb550bae9c94581f8c00081b6b1c8f44/kiwisolver-1.5.0-graalpy312-graalpy250_312_native-win_amd64.whl", hash = "sha256:1f1489f769582498610e015a8ef2d36f28f505ab3096d0e16b4858a9ec214f57", size = 75987, upload-time = "2026-03-09T13:15:39.65Z" }, + { url = "https://files.pythonhosted.org/packages/17/6f/6fd4f690a40c2582fa34b97d2678f718acf3706b91d270c65ecb455d0a06/kiwisolver-1.5.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:295d9ffe712caa9f8a3081de8d32fc60191b4b51c76f02f951fd8407253528f4", size = 59606, upload-time = "2026-03-09T13:15:40.81Z" }, + { url = "https://files.pythonhosted.org/packages/82/a0/2355d5e3b338f13ce63f361abb181e3b6ea5fffdb73f739b3e80efa76159/kiwisolver-1.5.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:51e8c4084897de9f05898c2c2a39af6318044ae969d46ff7a34ed3f96274adca", size = 57537, upload-time = "2026-03-09T13:15:42.071Z" }, + { url = "https://files.pythonhosted.org/packages/c8/b9/1d50e610ecadebe205b71d6728fd224ce0e0ca6aba7b9cbe1da049203ac5/kiwisolver-1.5.0-pp310-pypy310_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b83af57bdddef03c01a9138034c6ff03181a3028d9a1003b301eb1a55e161a3f", size = 79888, upload-time = "2026-03-09T13:15:43.317Z" }, + { url = "https://files.pythonhosted.org/packages/cd/ee/b85ffcd75afed0357d74f0e6fc02a4507da441165de1ca4760b9f496390d/kiwisolver-1.5.0-pp310-pypy310_pp73-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bf4679a3d71012a7c2bf360e5cd878fbd5e4fcac0896b56393dec239d81529ed", size = 77584, upload-time = "2026-03-09T13:15:44.605Z" }, + { url = "https://files.pythonhosted.org/packages/6b/dd/644d0dde6010a8583b4cd66dd41c5f83f5325464d15c4f490b3340ab73b4/kiwisolver-1.5.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:41024ed50e44ab1a60d3fe0a9d15a4ccc9f5f2b1d814ff283c8d01134d5b81bc", size = 73390, upload-time = "2026-03-09T13:15:45.832Z" }, + { url = "https://files.pythonhosted.org/packages/e9/eb/5fcbbbf9a0e2c3a35effb88831a483345326bbc3a030a3b5b69aee647f84/kiwisolver-1.5.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:ec4c85dc4b687c7f7f15f553ff26a98bfe8c58f5f7f0ac8905f0ba4c7be60232", size = 59532, upload-time = "2026-03-09T13:15:47.047Z" }, + { url = "https://files.pythonhosted.org/packages/c3/9b/e17104555bb4db148fd52327feea1e96be4b88e8e008b029002c281a21ab/kiwisolver-1.5.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:12e91c215a96e39f57989c8912ae761286ac5a9584d04030ceb3368a357f017a", size = 57420, upload-time = "2026-03-09T13:15:48.199Z" }, + { url = "https://files.pythonhosted.org/packages/48/44/2b5b95b7aa39fb2d8d9d956e0f3d5d45aef2ae1d942d4c3ffac2f9cfed1a/kiwisolver-1.5.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:be4a51a55833dc29ab5d7503e7bcb3b3af3402d266018137127450005cdfe737", size = 79892, upload-time = "2026-03-09T13:15:49.694Z" }, + { url = "https://files.pythonhosted.org/packages/52/7d/7157f9bba6b455cfb4632ed411e199fc8b8977642c2b12082e1bd9e6d173/kiwisolver-1.5.0-pp311-pypy311_pp73-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:daae526907e262de627d8f70058a0f64acc9e2641c164c99c8f594b34a799a16", size = 77603, upload-time = "2026-03-09T13:15:50.945Z" }, + { url = "https://files.pythonhosted.org/packages/0a/dd/8050c947d435c8d4bc94e3252f4d8bb8a76cfb424f043a8680be637a57f1/kiwisolver-1.5.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:59cd8683f575d96df5bb48f6add94afc055012c29e28124fcae2b63661b9efb1", size = 73558, upload-time = "2026-03-09T13:15:52.112Z" }, +] + +[[package]] +name = "librt" +version = "0.15.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/36/9b/356320fbae2ac8467e21c5e73e1389c80468e4998c62cc7d3536cc51b614/librt-0.15.0.tar.gz", hash = "sha256:4e66cbe84437497d951b799d3e1551291b6fb3d643820a7014b3655d57a59162", size = 214338, upload-time = "2026-08-07T10:49:42.663Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/48/12/e2e9ca532cf5a0e08c9489826c4a35c6958c92ba0313fda70e8c6c3912be/librt-0.15.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e1a49adf16a7c9d9646816c2946135527197b6fcf4347c7b8b761cf1bfbf4489", size = 148673, upload-time = "2026-08-07T10:46:22.569Z" }, + { url = "https://files.pythonhosted.org/packages/6d/7c/02005e23478bd5950618d9712e0fd2b4c511657857f3efd8ba6a5feabcdd/librt-0.15.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:81a398f45b45a59200e13cd5ad1ae1d3f44334de98b148331afe2cdfee701c52", size = 153547, upload-time = "2026-08-07T10:46:23.931Z" }, + { url = "https://files.pythonhosted.org/packages/a0/90/d8848a735f5642077fc4b3b4bebcdb08edf10178e3add45597f5201a368f/librt-0.15.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4eafbaff06b9563f8b1c850621ce51605de05208e09d4d71ce490bc972b7b9e8", size = 494355, upload-time = "2026-08-07T10:46:25.122Z" }, + { url = "https://files.pythonhosted.org/packages/e1/0b/8604f41ea02feace490e9e405a338a15f9905369f55b239a9ce31c946f24/librt-0.15.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:b0411b4066db926b80258c60dcb0e6db4c9cee312eab45b7e8866b17ddf9ada1", size = 485459, upload-time = "2026-08-07T10:46:26.447Z" }, + { url = "https://files.pythonhosted.org/packages/a0/ac/84153bda1ce0da609182527ab92b40d961809e544eefdc5a1c2422971416/librt-0.15.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:febb1ce6cac545a54e6b769982824e955a700fdd9fbf3a08a3d82c990968b57d", size = 498398, upload-time = "2026-08-07T10:46:27.701Z" }, + { url = "https://files.pythonhosted.org/packages/2c/3a/5ca6cd282b2c244bec8ec84102e09773264e9c02891d56ab3a8f0e4d7083/librt-0.15.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b230acc1c3bfe2d6f2627ba2b95dc92e58aa494600e9722d0e6ccbc931e59702", size = 515474, upload-time = "2026-08-07T10:46:28.9Z" }, + { url = "https://files.pythonhosted.org/packages/73/d3/bd34110234779eb843c6ed66aba7c9b2091d3dd85989f1fb9922f564cb7a/librt-0.15.0-cp310-cp310-manylinux_2_34_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6da110e5f314c19ab8478464d02ae18808ae73d522c15260fa4918acdcd64da9", size = 509484, upload-time = "2026-08-07T10:46:30.124Z" }, + { url = "https://files.pythonhosted.org/packages/1b/6c/43c3f7f071d71631a7daa3b835ef2168ea39f20692d81464d4e47fbaa6d6/librt-0.15.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:eab9208b00ca55bf75983ec99f7bf13acc746a36102e98953addaad7f7ea1e1b", size = 532534, upload-time = "2026-08-07T10:46:31.511Z" }, + { url = "https://files.pythonhosted.org/packages/c5/1c/b854adf036ea817c40408873a5b794d65a91d9f0f39826f2ad2a2d5d7f48/librt-0.15.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:6c013cd3a1721e69e14380ada97eaa4b7b0cdf1c6b96fa765d4ea47c875088db", size = 537087, upload-time = "2026-08-07T10:46:32.734Z" }, + { url = "https://files.pythonhosted.org/packages/25/5c/c9a890e244e7dd725d3bd8b560e41f0aec787eaf343b46956a290ab7b841/librt-0.15.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:567b1c430f8bd560e689421468278ac5941bab4a05303b5d95b6ae10db03f451", size = 536575, upload-time = "2026-08-07T10:46:33.965Z" }, + { url = "https://files.pythonhosted.org/packages/5f/c5/c8e70b60b704299555f55db468eb46b1c81bfc60201ffbfe20407d89870c/librt-0.15.0-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:29c4cab9df457b19672c39be7f384ebb2bc925c4e2684b8780c222b43eb36389", size = 517142, upload-time = "2026-08-07T10:46:35.577Z" }, + { url = "https://files.pythonhosted.org/packages/56/d1/767a90c41f5d381b3195bc88ac0ec4afda35777c9c781e1f9848fedd965e/librt-0.15.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:bccbd8e5b0bffb7106cf18eb1baa3d7194b1cebb3b4b1cdbd4bdb19382a6ee6c", size = 558714, upload-time = "2026-08-07T10:46:36.829Z" }, + { url = "https://files.pythonhosted.org/packages/f9/b4/3c0624b8dc8301ab808f2b3a910995bcabe28df070fb9a0e5505ae997dae/librt-0.15.0-cp310-cp310-win32.whl", hash = "sha256:8ae493ed5f659a7761c43d42f183db514536073ded9bcf671d2d1df47e29a07e", size = 104426, upload-time = "2026-08-07T10:46:38.594Z" }, + { url = "https://files.pythonhosted.org/packages/31/98/e91c0382304bedb2db9c6801897319a9dcb68daac5e975819b562362f20d/librt-0.15.0-cp310-cp310-win_amd64.whl", hash = "sha256:bc25fb356d0c7810bb49ff3df908ad1fda6995d660ab099ded69244ed7ab6053", size = 125057, upload-time = "2026-08-07T10:46:40.052Z" }, + { url = "https://files.pythonhosted.org/packages/59/52/06790ced2ac7117f890c21bda43c39c958ec82aa665c0718e821d33ff939/librt-0.15.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:823b92cf3c18ecd08afc70c42473888b41b6e8ef5046f3b82c05c154a2fa3d22", size = 148039, upload-time = "2026-08-07T10:46:41.165Z" }, + { url = "https://files.pythonhosted.org/packages/e7/1d/8e150b7fc449a1f33c8a760965cc1f43b14fc1577d9d0b50ab2701420e74/librt-0.15.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c70bc1b602cf59917e8f0c7a2cbc8bcc6fbc14d5486136b00707a79619121d63", size = 153067, upload-time = "2026-08-07T10:46:42.418Z" }, + { url = "https://files.pythonhosted.org/packages/51/87/a162bc5a66a35599dc619ecb215145f4de7d68e886b479b6d12593139f7c/librt-0.15.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:814ff83a25b5fce8b9c80c4dd803153fb5c5599fc74db9e022466938368957ef", size = 493087, upload-time = "2026-08-07T10:46:43.657Z" }, + { url = "https://files.pythonhosted.org/packages/e5/3a/aeea1fc620cf48060d3065b37614edbf97043c099d0f50782bc8ca61d897/librt-0.15.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:57f5eeb6ad4c180de583b1038e61fe5fbd9796bb69a8a1c1a0c7ddbec4c8c60f", size = 485608, upload-time = "2026-08-07T10:46:45.038Z" }, + { url = "https://files.pythonhosted.org/packages/52/ff/fe571ad416f0856fd0d5578ffc2e6dc531891e586e36b647bcf50569cab8/librt-0.15.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:82909c8f7eb9952656b65d3147afde4cf8e6d5a991eebc86418b5e65843b0ab8", size = 498723, upload-time = "2026-08-07T10:46:46.35Z" }, + { url = "https://files.pythonhosted.org/packages/0f/e1/7a65eb5dedb1f00aebd948cdd8e17add48bf066cab3514e9daf84ab45a6c/librt-0.15.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f779070399f991400fc451719e0ea388eb7de313388bada2c127a35de05f798a", size = 516002, upload-time = "2026-08-07T10:46:47.599Z" }, + { url = "https://files.pythonhosted.org/packages/5f/45/59832b0ebfbd08c2742e6ece372ceb53f18bf1faef5d33c8daf3abebf749/librt-0.15.0-cp311-cp311-manylinux_2_34_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bac89069bc496ebdf4f79ebb57bbd10d0b214c8454225deb672d91002bd17e18", size = 508607, upload-time = "2026-08-07T10:46:48.873Z" }, + { url = "https://files.pythonhosted.org/packages/ea/0d/37fa73f3b43ebd8259f91ae9102a15e5a54e65d581e48dea72df3e81d7a4/librt-0.15.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:e0d00c708fb2f5822b152429b1ac80a58dbbbc3f6c232c4d13a3f7fcf2ea5b4c", size = 530422, upload-time = "2026-08-07T10:46:50.45Z" }, + { url = "https://files.pythonhosted.org/packages/26/02/e046c6fe7a5881ac34623242192f484426ba8a75595fd18f22c53a3f530f/librt-0.15.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:6c6624fe268625869485553dd7cc1daf30d22558215bb2a4ff16f67a9801a31a", size = 534303, upload-time = "2026-08-07T10:46:51.693Z" }, + { url = "https://files.pythonhosted.org/packages/95/32/d5e6d861ab0366f3edf74f887ab0c9eb9f535aaf01d32b80b4f734daa179/librt-0.15.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:f56b397858a23dacf35ede366ed2212fdc03a6a57a1ad36468ad6e9dc5fac091", size = 536084, upload-time = "2026-08-07T10:46:52.951Z" }, + { url = "https://files.pythonhosted.org/packages/2a/de/d69d725513fe53fc90c6d7a1f86e4428939bad2fb905b17fe4c18d413dde/librt-0.15.0-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:4388184646efe2054911c5b00a1077d6d1ee86a95b7e8ba96dc7850a809f3f40", size = 514307, upload-time = "2026-08-07T10:46:54.194Z" }, + { url = "https://files.pythonhosted.org/packages/36/93/f8aded0d6682b4f25820fa86e0690f87f01df9fd7bd09ddb04d9167ad021/librt-0.15.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:97335f59082f9fe2ce6c2a9cc6433a0114bbb6cd4d5c09dd76c95c68b9f9a8b0", size = 557686, upload-time = "2026-08-07T10:46:55.443Z" }, + { url = "https://files.pythonhosted.org/packages/74/09/ffeb6bdeb6cd862b4272fddc8ad05f938dd25d020ed517e631813917d80a/librt-0.15.0-cp311-cp311-win32.whl", hash = "sha256:83380ffde38062a2e9bb55d83e74474f6614665528b98a6928720fc006dfffbb", size = 104917, upload-time = "2026-08-07T10:46:56.605Z" }, + { url = "https://files.pythonhosted.org/packages/96/28/7e2313a3ffbf0b4de7ba3da58a09e488507b4bd1ea2b5e69378354a23415/librt-0.15.0-cp311-cp311-win_amd64.whl", hash = "sha256:f75720477ee05d509a310e856cacc8d909adc182f7b91193c207bcc26d7ee6db", size = 125886, upload-time = "2026-08-07T10:46:57.729Z" }, + { url = "https://files.pythonhosted.org/packages/39/9e/04b8c3cde014ef255ee785730425268354543acc38902093a40afa0dc164/librt-0.15.0-cp311-cp311-win_arm64.whl", hash = "sha256:256237037a3ab001ae8d9803b2d43562a4c3aa38739843694349e4d5ebb0fd56", size = 111885, upload-time = "2026-08-07T10:46:58.787Z" }, + { url = "https://files.pythonhosted.org/packages/ba/39/99c25030e782bdfb7a21be8c05254806a2e4bbb05c8d50c2a2130acbfa05/librt-0.15.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:e87bc679f86a99aa3b26e3c78eeb821a247c9a28eae48eaafcc32c3bf4c3bb9e", size = 151021, upload-time = "2026-08-07T10:47:00.057Z" }, + { url = "https://files.pythonhosted.org/packages/14/43/f4b1bd1b2888798a1409808889a25ea1ba49eaabce7d681ed27734c2df9d/librt-0.15.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:71599e011ac880e8e45d46047d714871894c7d4ab6f25626f8d4f89da21f368d", size = 155267, upload-time = "2026-08-07T10:47:01.311Z" }, + { url = "https://files.pythonhosted.org/packages/0c/db/3ad9c965c72f1e1d6beeec44ec10a54e17be8ae042fbb4baade16cbadced/librt-0.15.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c802434092b769b1d613ed2e13fac15fbfce1934a74bd10283b03c0fae231cd1", size = 503136, upload-time = "2026-08-07T10:47:02.45Z" }, + { url = "https://files.pythonhosted.org/packages/4b/07/5888a6d76acd62ebce66c61b74d94e9370b9c32929f111e487bb6546f8ed/librt-0.15.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:5500eeae393a184d14e1f35645962c27129d20c81afa4069e6ef826ebc2b3aaa", size = 496670, upload-time = "2026-08-07T10:47:03.675Z" }, + { url = "https://files.pythonhosted.org/packages/29/39/ab57cc2f5b276156da02bb7f5a8921bada1cb1993ffec99acf811c602c23/librt-0.15.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6ecfc32dfb46fb7b565bcd6abf9412acf978775a998273d22888a6d7953730dd", size = 513688, upload-time = "2026-08-07T10:47:04.981Z" }, + { url = "https://files.pythonhosted.org/packages/a7/b9/bdbb0b648b5c2befb031f4c6f3b1dd857415e8fb492a25a3c764a6681e6c/librt-0.15.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:89cc46cfd15022e35084355478c9ac809d90b1152222706ac9a7655ec21df6fa", size = 531904, upload-time = "2026-08-07T10:47:06.211Z" }, + { url = "https://files.pythonhosted.org/packages/93/26/473c2e4b6c104e9e58e27ce95fc8005c8bd4fc36cae4f254371125a92db8/librt-0.15.0-cp312-cp312-manylinux_2_34_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:d5f51401d102c885b9ca509e62c79b1dbff286e1b9b047fde6f763780789356d", size = 524427, upload-time = "2026-08-07T10:47:07.592Z" }, + { url = "https://files.pythonhosted.org/packages/26/60/03b3abb82b41714671b907bf6989b228e31e6a8af52dec82b5b0728dc250/librt-0.15.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:cc30523e3f1a23fb7511cc659834a0d01a1042bb9de359bc1c131cc4ec6c9656", size = 543155, upload-time = "2026-08-07T10:47:08.866Z" }, + { url = "https://files.pythonhosted.org/packages/f2/0e/9bb1f0a4affbd0a1888f4f79dc03ed2a299d9a2c26c59ab2a97dcbf11903/librt-0.15.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:59fe030d8ae4a57e3fb7756bf35a858de74e04066fc8555c53d0af979132af81", size = 546890, upload-time = "2026-08-07T10:47:10.327Z" }, + { url = "https://files.pythonhosted.org/packages/dc/84/6937a280d461f7de6e031ffb02edc2b7c3c90d49d630565ce8ff27cbc5f2/librt-0.15.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:5a6526a2a956bbb1e4ae3568c82e650fc99119c66bb011ea60715744955a2b4d", size = 555163, upload-time = "2026-08-07T10:47:11.798Z" }, + { url = "https://files.pythonhosted.org/packages/bc/95/2a2853c1ee014bf102116e7f897a04beeaeb2461b45b79af98bdfb95f1ef/librt-0.15.0-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:85ea21ec6730194d67156b0e0b5430ccb1d61f8b8b907e39b37f9812b74a13f0", size = 535812, upload-time = "2026-08-07T10:47:13.279Z" }, + { url = "https://files.pythonhosted.org/packages/c9/4c/cf9601c1b4c5f09280acd5d83abdb2e68527a2be8257136eb42304218622/librt-0.15.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:1e47b8ba865d7ede071a91a7163073bbaeb72541f1ef8a07d512c45c7b5007f2", size = 573688, upload-time = "2026-08-07T10:47:14.727Z" }, + { url = "https://files.pythonhosted.org/packages/47/6d/9ac7cbec46189a7625af4b5acbd25f10d827f4141b2002181848c8418923/librt-0.15.0-cp312-cp312-win32.whl", hash = "sha256:a5207ec414d1c4a2a7231b2086970dc036f94293cdf338190984958a013a42f1", size = 106138, upload-time = "2026-08-07T10:47:15.973Z" }, + { url = "https://files.pythonhosted.org/packages/38/d0/2ae99c83be86ce23f925ac1aeeedc777e97f427c4a8d190c70d0a16e9a87/librt-0.15.0-cp312-cp312-win_amd64.whl", hash = "sha256:73b30cfa976659b3917c8f6153bdb0591c6a9ec6583599fd24a689b690622022", size = 126974, upload-time = "2026-08-07T10:47:17.049Z" }, + { url = "https://files.pythonhosted.org/packages/5d/ef/dd24f9635c730b86b87587967dda7516b1845e8b17684603d31607fed598/librt-0.15.0-cp312-cp312-win_arm64.whl", hash = "sha256:a54cf9e0ef47b96af580849db5471142200568ce1e02cbf416addab551369570", size = 112292, upload-time = "2026-08-07T10:47:18.222Z" }, + { url = "https://files.pythonhosted.org/packages/e7/42/467b53a601b406ccd7b97c1fd54b59cb34f9185ad5ce7e9d5c3c4e8961c8/librt-0.15.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:db13ca398005abcbe538deda87b686d9bd08b7001cf40c4c06b444960ae10a26", size = 151029, upload-time = "2026-08-07T10:47:19.312Z" }, + { url = "https://files.pythonhosted.org/packages/3e/e6/36c2299b7a94b84fdd01220d8a777a71be5be0925bb0dbdf71c0a06a34d9/librt-0.15.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:aa1f1995789dca3698bc550aaceb09a51bd5df0a057ff84ff15296cd1975b801", size = 155194, upload-time = "2026-08-07T10:47:20.398Z" }, + { url = "https://files.pythonhosted.org/packages/c9/b6/ed5071f9325845e670bd36012757419767fbf56af77ed483077b9e4db541/librt-0.15.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:55456ea87d8df21808446d03817be2f65e20391c1c615d9187440dff28cd08dc", size = 502568, upload-time = "2026-08-07T10:47:21.652Z" }, + { url = "https://files.pythonhosted.org/packages/7f/81/6450c67c3615d87704bcbc21323fafc69c799b06a044c447529f725d4b01/librt-0.15.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:5a86a5a08c2235316bdb359d5dbb6ce0abfca7fac06363103e2c5af571d92f95", size = 496153, upload-time = "2026-08-07T10:47:22.925Z" }, + { url = "https://files.pythonhosted.org/packages/e1/d6/5f52b722bc75076954b3bfd49be15ea362df4d580c6fb315d0f617100d30/librt-0.15.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:e56b6a368529bed262da40ce13f8fef590db0479819cca84f16a1f01ac356d0b", size = 513336, upload-time = "2026-08-07T10:47:24.213Z" }, + { url = "https://files.pythonhosted.org/packages/8d/e2/c08fd1d36ce63ea5a12b85c5d37f4550b5f86a692167e41e5a74222607ae/librt-0.15.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:234d8d394721fa0d786af15ebf1f3fb7f3ed82fd1cd0cde45c2f247b5d4281d2", size = 531661, upload-time = "2026-08-07T10:47:25.507Z" }, + { url = "https://files.pythonhosted.org/packages/3f/d8/d9482fcbeb177b9eb87bb3899eeb3b42be690313c652f9e146b1d0681fb2/librt-0.15.0-cp313-cp313-manylinux_2_34_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:d8363d7accb0286ac3a0e633f396e93800dafb8150494505daf9515bbda591f3", size = 524487, upload-time = "2026-08-07T10:47:26.79Z" }, + { url = "https://files.pythonhosted.org/packages/10/cc/075171517b41f861753034fbb151b42cfc83bcc853849f24f5e66fd60ccf/librt-0.15.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:0f0ee3644d951f31055ad07d77d92520e84505dd7a432cc4cd501dd70ee06785", size = 543201, upload-time = "2026-08-07T10:47:27.999Z" }, + { url = "https://files.pythonhosted.org/packages/b0/03/42c2330f37eeb475b6affeedd06518f60035f323af3a839335e3fc9fef2d/librt-0.15.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2cfd1a81a648806e6a7717be4cc4d1bb392fa229752bf8444ba365e381e984d6", size = 546467, upload-time = "2026-08-07T10:47:29.396Z" }, + { url = "https://files.pythonhosted.org/packages/57/1e/1ad4c5638f7e64d8560328bd25c54b409a661bdb6ff254b38ff90744288d/librt-0.15.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:a6cd22c9da0d866558e46a041f1cc0c2bbb26b61b137b2347fa834c332e1d101", size = 555139, upload-time = "2026-08-07T10:47:30.815Z" }, + { url = "https://files.pythonhosted.org/packages/49/41/39fa7d15db1204cd1cbe6514680fbdc243adf754a0885061308f43afc013/librt-0.15.0-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:6d5225ef8801e4ea5e482fa9b5dfb891dd9ef6f6d870f1f25d449ca2c70ac218", size = 536050, upload-time = "2026-08-07T10:47:32.222Z" }, + { url = "https://files.pythonhosted.org/packages/1e/88/c6dcf0dd8e26dc0c9a499a2abab8646c86dcaf9ecea9524cb46d3686331a/librt-0.15.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6d28a05796b99f749bf8794f17ba9ba1612d0076b802e9cfc62c554634e9ce3b", size = 573700, upload-time = "2026-08-07T10:47:33.527Z" }, + { url = "https://files.pythonhosted.org/packages/1b/9b/ab54c71a7918a7c34fa5327fb61390a77446a07a146fbfb1165250a61035/librt-0.15.0-cp313-cp313-pyemscripten_2025_0_wasm32.whl", hash = "sha256:2067ff438048cead9d223ca5675bae2a25e520a7c3e6c1498bf9c6892d22caab", size = 82194, upload-time = "2026-08-07T10:47:34.835Z" }, + { url = "https://files.pythonhosted.org/packages/8d/b2/4f9a243bb892395f3becb80789ade13771701091f9f07ab8230247953ba8/librt-0.15.0-cp313-cp313-win32.whl", hash = "sha256:1cd3b721f24c206398b9e26da3c3a9c011e6e89d06f318ba8ebefc30f1003890", size = 106231, upload-time = "2026-08-07T10:47:36.251Z" }, + { url = "https://files.pythonhosted.org/packages/bf/af/64aff4885a40b93132382f2c314647d722574605416504379184ef3045ea/librt-0.15.0-cp313-cp313-win_amd64.whl", hash = "sha256:f395a4a9a03ac062dbe9a9f82e0c720502e590a38feee6a757bc82e9c63afbd8", size = 126996, upload-time = "2026-08-07T10:47:37.453Z" }, + { url = "https://files.pythonhosted.org/packages/27/83/335bccf6c7cb9028cb0b54aead27d9ece3f01f83bc6baa2abace5da655c1/librt-0.15.0-cp313-cp313-win_arm64.whl", hash = "sha256:0a15cb554761247d84a3ec0cbdf4078d70725384f0e4662c0fa3b26266eb60ad", size = 112188, upload-time = "2026-08-07T10:47:38.729Z" }, + { url = "https://files.pythonhosted.org/packages/a8/93/949053fb462eecc4a9a5ee770a81f4b40be7b79538b245545d4aebc6b58b/librt-0.15.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:f5de7feedc56337a088eb15cd9fafa9938367362221d8cc62c642b7f94821993", size = 149833, upload-time = "2026-08-07T10:47:39.86Z" }, + { url = "https://files.pythonhosted.org/packages/61/ca/8281aa6cd560a3420e4497729f6b704b53be3eeaaef82d5aeadddaf7441f/librt-0.15.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:6c0eb900c0e91f4aebe680845242e614f1864edfd44106380d0752ac29522bf8", size = 154088, upload-time = "2026-08-07T10:47:41.065Z" }, + { url = "https://files.pythonhosted.org/packages/dd/02/1a1662dceaba6a086360891448d5ce9a7d3555976cae59a31a39d744b9c7/librt-0.15.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e8c9a650a188e38bac005048cbe6342e81407782944d01934540ab75e417df21", size = 494215, upload-time = "2026-08-07T10:47:42.388Z" }, + { url = "https://files.pythonhosted.org/packages/69/84/99211619dc656370a3740c33d2b0b6d5a3fb1e73689314f6ed477a397dc4/librt-0.15.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:92bfed8deec93df30286b9fe9e3b1dd17329cc076a192b4ee5ec223841d54953", size = 491173, upload-time = "2026-08-07T10:47:43.683Z" }, + { url = "https://files.pythonhosted.org/packages/d4/aa/5448d0b05f4579b635d3899176817ebf561af0e57bacd425b5b1887264c1/librt-0.15.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ec4b19788f835711a2072f9dbe6b03b3bf32ed1f0fb30cf399bdd59d9f0c33fa", size = 505512, upload-time = "2026-08-07T10:47:45.314Z" }, + { url = "https://files.pythonhosted.org/packages/95/82/01940e40b83c43a546c4a3c896cf34ca272a9690899d55914e4827b3dcce/librt-0.15.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d4c7bacb70930f3d0a56f4ecf1be474a1f0d941b01dd73b756f3c256d42cb879", size = 523073, upload-time = "2026-08-07T10:47:46.66Z" }, + { url = "https://files.pythonhosted.org/packages/88/fa/759c0030f3ee371439eb26de34fc745807caf0abb878af7af4b8b7c3dd3d/librt-0.15.0-cp314-cp314-manylinux_2_34_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:3e79f05e4a08b4d880342673312bbc895b56df7765605796f15902eb5367d3ae", size = 515080, upload-time = "2026-08-07T10:47:48.319Z" }, + { url = "https://files.pythonhosted.org/packages/0b/27/894e072228fcb159703c655da69f8cd10dbed489c36e3df7dd032a2483be/librt-0.15.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a417149c0cba4d50b61e992e5a15e69eaf96746609b461cc4ed168aeef6b79dd", size = 534164, upload-time = "2026-08-07T10:47:49.875Z" }, + { url = "https://files.pythonhosted.org/packages/98/a3/0078e91c1f36f8815db17827de15650b9a3fe56c55fbf998c854b34e40d3/librt-0.15.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:da7a94d6a3411f579d72aa3e3bc5fbca7ed4549f3dbd7e5de3aa567333374285", size = 540616, upload-time = "2026-08-07T10:47:51.408Z" }, + { url = "https://files.pythonhosted.org/packages/86/33/81a29b796dd52a45e9ef7974c7732926e8f10f15b8d2be505665979f896d/librt-0.15.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:856f743ae607f2c1380eccb566c0038a9fb3eabf0fc2be2704d76d9f73557239", size = 545890, upload-time = "2026-08-07T10:47:52.818Z" }, + { url = "https://files.pythonhosted.org/packages/05/82/8be1baa1350e5d30cfd70ae79d0a6f4dc5862ef47f7bb2808aabc9bb86e5/librt-0.15.0-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:779a6e7c894737e5983e7790a9c78c4000c30e23c9aada08081bdbea53b0fa60", size = 523287, upload-time = "2026-08-07T10:47:54.165Z" }, + { url = "https://files.pythonhosted.org/packages/c6/4f/d1be6a01a35c20ef734e0e44113f87d4af756a9354a89dcfbe3b4f8af5e1/librt-0.15.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:96bb17dbe8bab3c0954fbebfc69ed395599de75b6bbc35e3270a878e15d4dd65", size = 565868, upload-time = "2026-08-07T10:47:55.566Z" }, + { url = "https://files.pythonhosted.org/packages/67/88/649cfa33f5825927b160610f670bdab012a64d627eddb94fa795ea4292fd/librt-0.15.0-cp314-cp314-pyemscripten_2026_0_wasm32.whl", hash = "sha256:7220697efaa6e5348fc3d18ee7f8563d4bfecd9872b37ffb915bfc1d08840622", size = 81619, upload-time = "2026-08-07T10:47:56.886Z" }, + { url = "https://files.pythonhosted.org/packages/22/31/8e88a8d5e48fc8d1a817787fb6811dfff6499acd6c8683dd83934aa6ede0/librt-0.15.0-cp314-cp314-win32.whl", hash = "sha256:f54598964d357b1c5ab77cf5d92f21e598fe0e23cdbe9618480807f81b4eba15", size = 100138, upload-time = "2026-08-07T10:47:58.093Z" }, + { url = "https://files.pythonhosted.org/packages/80/92/20fd6c4b6a1b1a564b076d55cd3d427d8428217d7638dc25a654cc4791d4/librt-0.15.0-cp314-cp314-win_amd64.whl", hash = "sha256:3ff5893a2c23d886aa9ce786de5ac6ddc74aeeaf90743682b74d920e117d2e28", size = 121258, upload-time = "2026-08-07T10:47:59.564Z" }, + { url = "https://files.pythonhosted.org/packages/fc/28/6af430b44d9ebb897b865a3c363b6dcace51357be2347cc0f8f869656a86/librt-0.15.0-cp314-cp314-win_arm64.whl", hash = "sha256:3722a099730704c9a3d70c879fc0f51daec25fe5f1555672d97bc595abeafb95", size = 106467, upload-time = "2026-08-07T10:48:01.097Z" }, + { url = "https://files.pythonhosted.org/packages/7e/aa/b42bb798942ced219f6d63b27e07f91237887a8d0bd0921666db79a13790/librt-0.15.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:38c0c7d4b6fc06c3324b3f9162c8391bfc4fd9dde53afe1033ce7edb48d5a714", size = 159523, upload-time = "2026-08-07T10:48:02.442Z" }, + { url = "https://files.pythonhosted.org/packages/75/03/1b53cd4ef904e73b1d828a5f90143bf94a2967d7cfff0b9ccf93e12aa9b4/librt-0.15.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:8b2fdd7ead3c995c37940a790690660d0ca006c302db26cc51933f6766866fc3", size = 161638, upload-time = "2026-08-07T10:48:03.725Z" }, + { url = "https://files.pythonhosted.org/packages/ac/c4/9f9c9fba097d49e9e694c2b4dc331df31884645ecbc58a93b4b5fc69d2c5/librt-0.15.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2fde98cf1fc4bac144ce23c2c4c017b924ba714509ea9334977b0b27050c837d", size = 701795, upload-time = "2026-08-07T10:48:05.135Z" }, + { url = "https://files.pythonhosted.org/packages/4c/05/0966840bda0380c8ae167b9043c6230202941cc90ea29c48e096964c765e/librt-0.15.0-cp314-cp314t-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:e3b461183c5fa7681b48560f91515f53a953122fb30c71e07abc67d7ddf58c38", size = 682147, upload-time = "2026-08-07T10:48:06.555Z" }, + { url = "https://files.pythonhosted.org/packages/18/af/1c47ca573c30ea47d195aec26133af522fea1104afaace028d7b32247ea8/librt-0.15.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4bbcc257e3babea20a91715c361b24554ec4e8f51aa578568afc230799fe1a19", size = 696397, upload-time = "2026-08-07T10:48:08.03Z" }, + { url = "https://files.pythonhosted.org/packages/2e/0f/1aed6223d4f9f9d1171a8596ff100ea4c3f7699fea7a4ba657c3e60daa6c/librt-0.15.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b845b8d48088fad0cadc84be4b8fda63203be7e9237b71015b3925443c1f35ab", size = 722542, upload-time = "2026-08-07T10:48:09.569Z" }, + { url = "https://files.pythonhosted.org/packages/c6/22/9e3a929aea456c97d69e6ef3884efea56d4807f97399471cc946baebd8af/librt-0.15.0-cp314-cp314t-manylinux_2_34_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:b30e600e8f337b9bd7f39b86d9fdfedc73cc46e3d0f745931a23a234220bb7e2", size = 729709, upload-time = "2026-08-07T10:48:11.129Z" }, + { url = "https://files.pythonhosted.org/packages/e9/1b/c327ef6018e3a9ca0b8e7c5eddeeb331ba8f9b76c24e126d37d0f6d62faf/librt-0.15.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:64b0c8c35aa4c4ed79896359f3e0b285cbe4e610042106500da4811c322cc108", size = 752891, upload-time = "2026-08-07T10:48:12.558Z" }, + { url = "https://files.pythonhosted.org/packages/d7/d1/d5f1ea02c56930087009e39db9b70660a663e76c730b27b925d786718457/librt-0.15.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:0da0d94cb802f32a0524653e7201f2cef72d5f700a5407678f5290483d4fcd08", size = 745301, upload-time = "2026-08-07T10:48:14.55Z" }, + { url = "https://files.pythonhosted.org/packages/d9/3c/5f7c585d15ebb2250c73e7c0ee4e9e47be72c65d520c07ddbcdc62037674/librt-0.15.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:4a6369168d371207339b1e50d4532b06a7121586141f82599505a3f315751d47", size = 747921, upload-time = "2026-08-07T10:48:16.453Z" }, + { url = "https://files.pythonhosted.org/packages/7f/52/1443a446486eba966bcbca1696b472e4f210320ec42f490a47f48fbf0fdc/librt-0.15.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:c434e072557ade9cbc642d052c89d031efe47d5c9614523619d0d74a02378e81", size = 727561, upload-time = "2026-08-07T10:48:18.089Z" }, + { url = "https://files.pythonhosted.org/packages/79/91/2270a9380f11725cf83ce1925a5e32dd1dde2be9bba597f25c10a38644e7/librt-0.15.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c7eec6a42018bc1d45763b1c162d3d2bf7c3b9a1b0ed30d3e91dcba390efefcc", size = 774417, upload-time = "2026-08-07T10:48:19.611Z" }, + { url = "https://files.pythonhosted.org/packages/9e/3b/f4b1548d4f5b99186737fe27aec238e9823e8d5d23bf4df007c030689dc5/librt-0.15.0-cp314-cp314t-win32.whl", hash = "sha256:6912fa5e635d74529ac7cdb1bdf6ca3af4453da8d1edbe0110ee1cb4ad407ebf", size = 104381, upload-time = "2026-08-07T10:48:21.048Z" }, + { url = "https://files.pythonhosted.org/packages/80/b6/134afad262def1de04c0843c376d02135f1168af43f22e09a52bd8394727/librt-0.15.0-cp314-cp314t-win_amd64.whl", hash = "sha256:8e11699ed745931c395acd3621b07062e0f840efa6935aad87a64ed0995f0915", size = 127034, upload-time = "2026-08-07T10:48:22.561Z" }, + { url = "https://files.pythonhosted.org/packages/99/5f/1b6846b20572bd699c9e9ec321a5f781845bee477df2aa2a43b28bc40119/librt-0.15.0-cp314-cp314t-win_arm64.whl", hash = "sha256:5d2a91724463bfed4f573cd7a9fdc856d2e230d0c0e5a61416a93481dccd8605", size = 110827, upload-time = "2026-08-07T10:48:23.804Z" }, + { url = "https://files.pythonhosted.org/packages/c6/44/4de9f4ddadb009a55c7758eb5736d62534a7daaf27bd71bc50e64b606b06/librt-0.15.0-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:8443e38dcfcfdbcf5add5118c623efd788d65ac2e25756d6251a54a06a4d0aca", size = 149843, upload-time = "2026-08-07T10:48:25.148Z" }, + { url = "https://files.pythonhosted.org/packages/1f/eb/5d9ab71e30119c44094e0275f38b47dd327aea0f843a080396677029d508/librt-0.15.0-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:6d15a29033c57490cfe2069097c6fc4049e4e65ffbb749be7dc453b7c4c68965", size = 154510, upload-time = "2026-08-07T10:48:26.485Z" }, + { url = "https://files.pythonhosted.org/packages/d0/9c/8505d1b8f5e8c19587bd03f7429993b3e9ce5c06819d856bfb11d919374c/librt-0.15.0-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d2c05c729b589e734c09578bf5964be48a911765484840d017bbc84f49d4c4ad", size = 497543, upload-time = "2026-08-07T10:48:28.045Z" }, + { url = "https://files.pythonhosted.org/packages/1d/9a/3a8390775cb095765aded027ac9c63e7c8ea74e731498607544c6505de0e/librt-0.15.0-cp315-cp315-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:fa60887537e1d0cd2d9982269d33a709bf54b195cd2b9364fc0a758022af5bd9", size = 480452, upload-time = "2026-08-07T10:48:29.531Z" }, + { url = "https://files.pythonhosted.org/packages/e7/40/258a4a7117ee915d66de5cd9b8ade65a440993161107ce3a686f1859955c/librt-0.15.0-cp315-cp315-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:d8bc24219b24c0af375718942ab75e3544b2763085f40f965be4326734ae8328", size = 507768, upload-time = "2026-08-07T10:48:31.007Z" }, + { url = "https://files.pythonhosted.org/packages/6b/c6/2f4dd296c97a0b85b98894519b279408ec9dd602d4f692b1ea0e25dee670/librt-0.15.0-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:86a21a7bd3fe3a419512ef424cc1c020f6771d0b29cfddff36d1635a855e63f0", size = 525122, upload-time = "2026-08-07T10:48:32.7Z" }, + { url = "https://files.pythonhosted.org/packages/49/dd/29eab42be13b2bf0ea8cb227135a45d44693e30a7e8b92871981ff56b82b/librt-0.15.0-cp315-cp315-manylinux_2_34_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:dbab647e88d90b3167b91efe7091e248653688ed4337e4f90907a722c7361bb9", size = 520371, upload-time = "2026-08-07T10:48:34.294Z" }, + { url = "https://files.pythonhosted.org/packages/91/ed/4bad71adeca8fe208b775c2a35417fa5a2584c8f4791daaf89a89450fea1/librt-0.15.0-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:d8edcf6f550e918dca779c069b9e156385c60b406f99fc7641f32c52f7193659", size = 537258, upload-time = "2026-08-07T10:48:35.88Z" }, + { url = "https://files.pythonhosted.org/packages/4c/63/59dba6143fdcc7240c54458b629f3250000a61b8945890fc9efd451b19c5/librt-0.15.0-cp315-cp315-musllinux_1_2_i686.whl", hash = "sha256:8b62076030baa2d8b1501a46bf0e19c27a489aa90671c55665bff7887f7660b0", size = 527432, upload-time = "2026-08-07T10:48:37.466Z" }, + { url = "https://files.pythonhosted.org/packages/ec/21/21a24c6a2327d8362580efebe77286bf47b0f4062ec5ea41766e609d3c7d/librt-0.15.0-cp315-cp315-musllinux_1_2_ppc64le.whl", hash = "sha256:d00d20d1818e82a07a0ee0aa89a98b17ed7916b92441090b683719cb20a59b6d", size = 548108, upload-time = "2026-08-07T10:48:39.384Z" }, + { url = "https://files.pythonhosted.org/packages/5a/6d/fc68c89a7971418b41f9a873623ff935cb864097544c6a2f8ce491c8ef5d/librt-0.15.0-cp315-cp315-musllinux_1_2_riscv64.whl", hash = "sha256:4e6ee93fc3cf848dcbf0cce2eca73d8e7dcd0cc2b6df3a529d57750b30a4c55c", size = 529681, upload-time = "2026-08-07T10:48:41.392Z" }, + { url = "https://files.pythonhosted.org/packages/65/7e/c2d98766124400d722063a630b0fde38a9fc768705d37eecca15c47dc192/librt-0.15.0-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:32896a0af72508ea979e0acb4e4c04cbeeae04938167950d535c83c45597167d", size = 567736, upload-time = "2026-08-07T10:48:43.124Z" }, + { url = "https://files.pythonhosted.org/packages/55/6c/f8c34a95e3a515c6e1c192b89511e7253c89a7760c6b500d57ffdb8d2dc8/librt-0.15.0-cp315-cp315-pyemscripten_2026_5_wasm32.whl", hash = "sha256:ec3ba415afaf951f6951b1dd16d3c8e4f540065fc382d7e70b823a79567ca374", size = 81673, upload-time = "2026-08-07T10:48:44.645Z" }, + { url = "https://files.pythonhosted.org/packages/c9/9e/e23fa8e78679ec45728188650b39e8ff476c83b691c96f749217df3b1b7c/librt-0.15.0-cp315-cp315-win32.whl", hash = "sha256:d2813ba2503764f0450680c533d13df7cff9b49df1411062eded5f67db4195b9", size = 100081, upload-time = "2026-08-07T10:48:46.171Z" }, + { url = "https://files.pythonhosted.org/packages/e1/dc/3eb4c5e297343f0620a55532cd7c8d764d3001fa2159212dadf480464827/librt-0.15.0-cp315-cp315-win_amd64.whl", hash = "sha256:b87d67e33afaf265262f2a66db578284b88ee2e6fcd224579cb5c15518677ad8", size = 121228, upload-time = "2026-08-07T10:48:47.631Z" }, + { url = "https://files.pythonhosted.org/packages/97/70/43abce19f04e49762f8ec834c8fafee13cc40fd6b94a72a24e534febfcd0/librt-0.15.0-cp315-cp315-win_arm64.whl", hash = "sha256:713bd7df21170b982e729e46870f31d6b437bd1a9b4648cffb529bd3c2ec5c4b", size = 106487, upload-time = "2026-08-07T10:48:49.095Z" }, + { url = "https://files.pythonhosted.org/packages/de/15/83f2deddb9368b8951ec8c9477269b5b9b8bd9bbf15e57402d0f38817dca/librt-0.15.0-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:3de789c82752730f94782a5ee518baf9c05edf85733aeaf73bb6e518755cdf54", size = 159448, upload-time = "2026-08-07T10:48:50.649Z" }, + { url = "https://files.pythonhosted.org/packages/06/bf/043097353f9b3c73b583d07f6b8e552795463f4bfc8caf85e42eee50c26a/librt-0.15.0-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:e0b5deec9a8664eb722c797241970fd4aa1894d25fda36a1ddac0f7407606bd6", size = 161686, upload-time = "2026-08-07T10:48:52.174Z" }, + { url = "https://files.pythonhosted.org/packages/f4/2a/8ae77f9719d42ce71cd708560a3557b38ac3c17a0383e57f87084de45bbe/librt-0.15.0-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5563302a8359bc2295bb7084d1a8ed1519df96afb30eb2aa4e0bff7b54228988", size = 710668, upload-time = "2026-08-07T10:48:53.782Z" }, + { url = "https://files.pythonhosted.org/packages/61/34/c0436ea134deb9a0d6da80a396a2739a81cb31e0418f7227239e23140898/librt-0.15.0-cp315-cp315t-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:22d6263b9d39d7bbb286fa791945646e3218f1be2d693e36fb630f1d0e59cd13", size = 679396, upload-time = "2026-08-07T10:48:55.645Z" }, + { url = "https://files.pythonhosted.org/packages/4a/9f/001e0d99aa9250d5cd5715a9081291a20656083459f9019cda15255329e1/librt-0.15.0-cp315-cp315t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:39ffd14646190c454f0d86e0d256b33f00a87a26ab410e619773b841d0e41416", size = 704313, upload-time = "2026-08-07T10:48:57.46Z" }, + { url = "https://files.pythonhosted.org/packages/2d/53/b34fa9d0ff00f136f4d58ebb4c411ff634baed1eb412bb602a2bc8dcafcb/librt-0.15.0-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c47318cd3a61401452de11282242937e3e057c4fd3dbaf601e269d0928a06c0a", size = 729847, upload-time = "2026-08-07T10:48:59.231Z" }, + { url = "https://files.pythonhosted.org/packages/86/ac/fa4d7a424665040e95baf480a6d523446057684b6758624c85338e8a23b2/librt-0.15.0-cp315-cp315t-manylinux_2_34_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:a56a1d4f859a82ca5b99fc4b82c9b027b15e3c455c5cd99e7d0719f27bb20b6c", size = 742736, upload-time = "2026-08-07T10:49:01.151Z" }, + { url = "https://files.pythonhosted.org/packages/8a/f1/e17a9bb5de6fb8c3186ed1a7d68d21618b027ac2d3633e03d3b6109c67ae/librt-0.15.0-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:077471b3182db4e17c36ae91555f36a4d2c00080b267f749bcad34a478a9a302", size = 763454, upload-time = "2026-08-07T10:49:03.039Z" }, + { url = "https://files.pythonhosted.org/packages/1d/ec/ecd02cd30935b931b9cdbfed6ab5a099c51b280b4e7baa274da80978ed27/librt-0.15.0-cp315-cp315t-musllinux_1_2_i686.whl", hash = "sha256:411ca4d1b905b860ceba7570dd6717a71dedaddcc4b0f77ece710aa41ee11f8d", size = 743296, upload-time = "2026-08-07T10:49:04.941Z" }, + { url = "https://files.pythonhosted.org/packages/e6/b5/b3c2b8353ce820a4854f78d19321344242f89fa71c975b71132ba9bf242a/librt-0.15.0-cp315-cp315t-musllinux_1_2_ppc64le.whl", hash = "sha256:1256589e0b0adb31751d685a68bce29d73407ddf4ef05d4188f49d5dcf9566d9", size = 756217, upload-time = "2026-08-07T10:49:06.825Z" }, + { url = "https://files.pythonhosted.org/packages/3c/52/6cc22542ba59146b05cca2a656f9ff8bb67e38e63d12c3b0cc183d837bf1/librt-0.15.0-cp315-cp315t-musllinux_1_2_riscv64.whl", hash = "sha256:f42b74a53e5f26a0ba0007411a7455b66c67ce4022a39cc1f56fc4efd65bcbab", size = 741934, upload-time = "2026-08-07T10:49:08.839Z" }, + { url = "https://files.pythonhosted.org/packages/40/32/a04b72b1aa86e3be23b2ecff8c1aad2dcc955bd3956d6d26e7e34267e57a/librt-0.15.0-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:291bf73caf78b9e88d6fae9bfd693207ff7d832e2fdbe2cf8e746bc13f5f892b", size = 783763, upload-time = "2026-08-07T10:49:10.661Z" }, + { url = "https://files.pythonhosted.org/packages/6c/f0/89eb11dffbe9279ff37144dec786927314502ae0b114f1449dc78c458aab/librt-0.15.0-cp315-cp315t-win32.whl", hash = "sha256:c16d15ee371643ab48dc8248a3e680ebbeca573a13af2c3dd0c985b142d77162", size = 104313, upload-time = "2026-08-07T10:49:12.305Z" }, + { url = "https://files.pythonhosted.org/packages/6d/4a/1f1978c200f563beda63c36adff2d65bbecb81e365e8e69e572f5f70fbc6/librt-0.15.0-cp315-cp315t-win_amd64.whl", hash = "sha256:dbd605739f228912dc49027cb764456b9757750bdc2b6b7773164db7096c6fd1", size = 126889, upload-time = "2026-08-07T10:49:13.881Z" }, + { url = "https://files.pythonhosted.org/packages/38/a6/800800bfed7b1fb10fc3f3d557785c3854e80d3f7a9800d784b176a1fc2d/librt-0.15.0-cp315-cp315t-win_arm64.whl", hash = "sha256:84d244b00604d17df3fc7736c327892d6bba66181254aa4087be807b6c342bdc", size = 110700, upload-time = "2026-08-07T10:49:15.499Z" }, +] + +[[package]] +name = "llvmlite" +version = "0.49.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/43/27/72ae94ea5c8f7349ec1c229d4cd058feb799cbd0833ad6d1b47c919b37b7/llvmlite-0.49.0.tar.gz", hash = "sha256:00f16db782f4a13c78c5804aedc434e46794a77e89999a168f9401106270e50a", size = 194467, upload-time = "2026-08-11T16:26:00.489Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e0/0d/daceb212c44cad1115b2d05dd55beafe23ff06627344adb4ded0c661bb1a/llvmlite-0.49.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:ee81e96c15a6f870918f1eb60c913551c16aa23defb4f5f1acfa660d6a0aaac2", size = 40479229, upload-time = "2026-08-11T16:22:56.104Z" }, + { url = "https://files.pythonhosted.org/packages/72/2c/eb42378b4f3afc71f9fe172d01f30135dc1d54c7fd95cf76d5445d6f7809/llvmlite-0.49.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:854941c2267fd4fc5b2ce02b8af8ecdffa79fb7784591d3a89370322039ea09f", size = 59890659, upload-time = "2026-08-11T16:23:03.359Z" }, + { url = "https://files.pythonhosted.org/packages/4f/dc/fe880ac1eb93c09b6c9a0539ad18c98778386978a0e20a13a55788044ad2/llvmlite-0.49.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:da7b64474ac15ca595efa2644d5c6836638ccf70709fad3aba3fc56a55966928", size = 58344482, upload-time = "2026-08-11T16:23:12.122Z" }, + { url = "https://files.pythonhosted.org/packages/59/f6/5c18be29145cfca1d9e859e55a3c586a8c5a821825017b04c7999cd166c9/llvmlite-0.49.0-cp310-cp310-win_amd64.whl", hash = "sha256:b352c14353330c879e339b8f8d7491d565fe94242697714a24e80bd757202384", size = 41865252, upload-time = "2026-08-11T16:23:20.532Z" }, + { url = "https://files.pythonhosted.org/packages/9f/d0/ab52de2328e97ca96cdf0331a5f774796bddc420a51768f4501193f80cbb/llvmlite-0.49.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:4b0e710880b7cc910392bd6b9f1bbf468fed99b182e4420d51598f36114b3dce", size = 40479230, upload-time = "2026-08-11T16:23:28.744Z" }, + { url = "https://files.pythonhosted.org/packages/1f/80/0989432d12b7c86a6f5f380eb92eca7de779af9b34dedbd311b694d7da8d/llvmlite-0.49.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:a8c0fc9d624bdc30a3d2db11eb2fb98f80fb209d20b37604eda516cd9b699cf4", size = 59890659, upload-time = "2026-08-11T16:23:37.346Z" }, + { url = "https://files.pythonhosted.org/packages/58/e9/76859ca36aaa460b6ae0508e01637f0e9bdb9b59faaa4637ade3b94bbcca/llvmlite-0.49.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:20496a5c9fdb8179fb9300e7d19f6782555d98aeeb4a322264aa7fd99f980618", size = 58344482, upload-time = "2026-08-11T16:23:44.199Z" }, + { url = "https://files.pythonhosted.org/packages/7d/49/47cd23e05d52d117b6119871ec299adedc9d8d332a2296964d9b2adc06d9/llvmlite-0.49.0-cp311-cp311-win_amd64.whl", hash = "sha256:6a5b06c1b5fc4ae4c9b169b065f42b719448ef1f873687ef224ef69969b75ec3", size = 41865253, upload-time = "2026-08-11T16:23:50.198Z" }, + { url = "https://files.pythonhosted.org/packages/6b/ae/3f699ebe3590e15e023a6372dd147526fd8ec398aacf9ceb844e854964a8/llvmlite-0.49.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:b541c8fac3450db7574d1f53cf9dff83f285bfed9d69bf81fe71fc2a7d4f97fe", size = 40479231, upload-time = "2026-08-11T16:23:56.773Z" }, + { url = "https://files.pythonhosted.org/packages/be/3c/e97f69c62a2d972066d9a2612ce1f3de313035ac897a5b9f787cad8b55f7/llvmlite-0.49.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6acba646d88abbc87d5c113a3d62c1fbf8b8fee11c6493f516803e30f21ae870", size = 59890658, upload-time = "2026-08-11T16:24:05.451Z" }, + { url = "https://files.pythonhosted.org/packages/69/e6/e942ee08605fc0526ff3854260c384d8315a5830e16c4c2a5aebc14dc9bf/llvmlite-0.49.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4ec8ad805e7515cb8440a690eb3cef4d34acb29eef80b705ec4e1c1ad3c43c68", size = 58344481, upload-time = "2026-08-11T16:24:13.503Z" }, + { url = "https://files.pythonhosted.org/packages/84/49/2a44871cac6b5a2fd4aabd68cfdaf6de9a5c7edb36dee5d47b77bda4b50f/llvmlite-0.49.0-cp312-cp312-win_amd64.whl", hash = "sha256:3a9c9e3af4e214acfefa4f73ebe7bc3fb35854a62b654edb3953f5ae33c08ba3", size = 41865543, upload-time = "2026-08-11T16:24:20.41Z" }, + { url = "https://files.pythonhosted.org/packages/7d/85/0b536a3c59f2636d9dd51dda832b6c1d0ffec37608429dedf128664918f1/llvmlite-0.49.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:039fa4054a06f537fb39248d4472284ca96be311a142ec09e69f95630ab469cc", size = 40479230, upload-time = "2026-08-11T16:24:27.295Z" }, + { url = "https://files.pythonhosted.org/packages/8e/1c/ca8ba47b057b793099784475499771780ec46839f2782f753a7079d23520/llvmlite-0.49.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ddc7aecd4f56397ed6e8f120ec5dcd5a1a8f0e6032ca4af413462792d4dca2e3", size = 59890659, upload-time = "2026-08-11T16:24:35.595Z" }, + { url = "https://files.pythonhosted.org/packages/de/af/9526dfdd33a923f33e29a18b8f9801ee7ee4b7397e88d28192c1024c4a75/llvmlite-0.49.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d3dee64784201b64c13a8df62c48a4f4218858faaa65889866bb29bdc243c038", size = 58344482, upload-time = "2026-08-11T16:24:45.79Z" }, + { url = "https://files.pythonhosted.org/packages/96/7f/9f5afcf6476b228d6b170408f377a0c4f91477fc1fc91f8141088b45bf46/llvmlite-0.49.0-cp313-cp313-win_amd64.whl", hash = "sha256:a1b414dc6b164738ec39dd8987cea73829057b7dd92fc6d91b52838385fc1dd2", size = 41865544, upload-time = "2026-08-11T16:24:53.962Z" }, + { url = "https://files.pythonhosted.org/packages/25/d1/16599b8c9f21802448059482eab48a9e74086dc56b901a677ba355565e64/llvmlite-0.49.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:80a84683d04516bb51da1bbeebddaf2c2f558809c93078a8f91807909ae331f8", size = 40479230, upload-time = "2026-08-11T16:25:01.513Z" }, + { url = "https://files.pythonhosted.org/packages/3a/61/0b23849141a4c4e7091fcd158ebb45195896974bebca3e58fee7cad4b4f4/llvmlite-0.49.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4281a0171d66d2098adce4ba706b8c550b1b10718650f682d64cde16e84e4de5", size = 59890659, upload-time = "2026-08-11T16:25:08.733Z" }, + { url = "https://files.pythonhosted.org/packages/c4/92/628692b74b31e27af9ba7e8ba651941ee4956959d5478123c453f59aad4a/llvmlite-0.49.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b095f15fb12c4d90495df5b1a3772b4732cc408398b204a787dbedd370e09c69", size = 58344479, upload-time = "2026-08-11T16:25:15.731Z" }, + { url = "https://files.pythonhosted.org/packages/96/8a/412fc273521b02cbfe0b5f8ad56cc696385f6eaeecdb9e9ae6a90111d98d/llvmlite-0.49.0-cp314-cp314-win_amd64.whl", hash = "sha256:294e2f0b70aef8f92d0ae7b203e2609f08beb39437eee73de59a21669331aae9", size = 42986588, upload-time = "2026-08-11T16:25:22.534Z" }, + { url = "https://files.pythonhosted.org/packages/fc/15/f47cf45c00c8b165ac3d268502dcb21d900e86f27fd338268a66ce922ab0/llvmlite-0.49.0-cp314-cp314-win_arm64.whl", hash = "sha256:95d1071023ed858b79f6971954fd7cc1f5dbcbab987718a4ccbe1411e47d0b81", size = 37441881, upload-time = "2026-08-11T16:25:28.324Z" }, + { url = "https://files.pythonhosted.org/packages/e8/2e/eafd488766d1c02413cba24f7b22acb9b3ccdfd8407e98d30eb16bac4e2a/llvmlite-0.49.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:f3f2ff0aeb17d34fcce9f79b99baac441cfd3efa41b83e233ca4530a72381f72", size = 40479230, upload-time = "2026-08-11T16:25:35.125Z" }, + { url = "https://files.pythonhosted.org/packages/98/07/a2c4f04e2111ccc274b4d5e3331398a9dcf6d6e5e55d6444b1ad9d6381cf/llvmlite-0.49.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d5555ea1d63928481cbf7fcb1d67452b216c7e5b393a4eb7aa1401e67f2a4fc4", size = 59890658, upload-time = "2026-08-11T16:25:43.294Z" }, + { url = "https://files.pythonhosted.org/packages/80/f9/7b7b50f80b4585bcd78675ff3110c256877b11df32a8cde284f851762f57/llvmlite-0.49.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e32adb84fdaae28aeb86fdb6253084ee707ee157289a2e98fe3caf48a62bee82", size = 58344482, upload-time = "2026-08-11T16:25:51.527Z" }, + { url = "https://files.pythonhosted.org/packages/d8/c6/32d68bfbf1d0c36888530ef6fd72864861af23dc546302b41033471a8c3a/llvmlite-0.49.0-cp314-cp314t-win_amd64.whl", hash = "sha256:be637e465010bc9c50f070468f7f1cf5385e92fee364d192dd5e6cea790ecba9", size = 42986602, upload-time = "2026-08-11T16:25:57.69Z" }, +] + +[[package]] +name = "markdown" +version = "3.10.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/29/6f/da4c6aea59b3001f2e8c0ec7497475aadaf3b021c10cab5b2858f0f32b26/markdown-3.10.3.tar.gz", hash = "sha256:3589362618f743188b4d955b874402bc814f4f83f544dc207719f4baa7d9c45f", size = 372596, upload-time = "2026-07-30T19:05:29.005Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/64/69/4a5af2bc115a9a33fefe51709749de8262be3f9ba063d1753a837cdbc49c/markdown-3.10.3-py3-none-any.whl", hash = "sha256:fa6c92a00a4a3c98b22728c64a935ae1928250ae65058a6ded814d2cc29a4cea", size = 110757, upload-time = "2026-07-30T19:05:27.883Z" }, +] + +[[package]] +name = "markupsafe" +version = "3.0.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/7e/99/7690b6d4034fffd95959cbe0c02de8deb3098cc577c67bb6a24fe5d7caa7/markupsafe-3.0.3.tar.gz", hash = "sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698", size = 80313, upload-time = "2025-09-27T18:37:40.426Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e8/4b/3541d44f3937ba468b75da9eebcae497dcf67adb65caa16760b0a6807ebb/markupsafe-3.0.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559", size = 11631, upload-time = "2025-09-27T18:36:05.558Z" }, + { url = "https://files.pythonhosted.org/packages/98/1b/fbd8eed11021cabd9226c37342fa6ca4e8a98d8188a8d9b66740494960e4/markupsafe-3.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419", size = 12057, upload-time = "2025-09-27T18:36:07.165Z" }, + { url = "https://files.pythonhosted.org/packages/40/01/e560d658dc0bb8ab762670ece35281dec7b6c1b33f5fbc09ebb57a185519/markupsafe-3.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695", size = 22050, upload-time = "2025-09-27T18:36:08.005Z" }, + { url = "https://files.pythonhosted.org/packages/af/cd/ce6e848bbf2c32314c9b237839119c5a564a59725b53157c856e90937b7a/markupsafe-3.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591", size = 20681, upload-time = "2025-09-27T18:36:08.881Z" }, + { url = "https://files.pythonhosted.org/packages/c9/2a/b5c12c809f1c3045c4d580b035a743d12fcde53cf685dbc44660826308da/markupsafe-3.0.3-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c", size = 20705, upload-time = "2025-09-27T18:36:10.131Z" }, + { url = "https://files.pythonhosted.org/packages/cf/e3/9427a68c82728d0a88c50f890d0fc072a1484de2f3ac1ad0bfc1a7214fd5/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f", size = 21524, upload-time = "2025-09-27T18:36:11.324Z" }, + { url = "https://files.pythonhosted.org/packages/bc/36/23578f29e9e582a4d0278e009b38081dbe363c5e7165113fad546918a232/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6", size = 20282, upload-time = "2025-09-27T18:36:12.573Z" }, + { url = "https://files.pythonhosted.org/packages/56/21/dca11354e756ebd03e036bd8ad58d6d7168c80ce1fe5e75218e4945cbab7/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1", size = 20745, upload-time = "2025-09-27T18:36:13.504Z" }, + { url = "https://files.pythonhosted.org/packages/87/99/faba9369a7ad6e4d10b6a5fbf71fa2a188fe4a593b15f0963b73859a1bbd/markupsafe-3.0.3-cp310-cp310-win32.whl", hash = "sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa", size = 14571, upload-time = "2025-09-27T18:36:14.779Z" }, + { url = "https://files.pythonhosted.org/packages/d6/25/55dc3ab959917602c96985cb1253efaa4ff42f71194bddeb61eb7278b8be/markupsafe-3.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8", size = 15056, upload-time = "2025-09-27T18:36:16.125Z" }, + { url = "https://files.pythonhosted.org/packages/d0/9e/0a02226640c255d1da0b8d12e24ac2aa6734da68bff14c05dd53b94a0fc3/markupsafe-3.0.3-cp310-cp310-win_arm64.whl", hash = "sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1", size = 13932, upload-time = "2025-09-27T18:36:17.311Z" }, + { url = "https://files.pythonhosted.org/packages/08/db/fefacb2136439fc8dd20e797950e749aa1f4997ed584c62cfb8ef7c2be0e/markupsafe-3.0.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad", size = 11631, upload-time = "2025-09-27T18:36:18.185Z" }, + { url = "https://files.pythonhosted.org/packages/e1/2e/5898933336b61975ce9dc04decbc0a7f2fee78c30353c5efba7f2d6ff27a/markupsafe-3.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a", size = 12058, upload-time = "2025-09-27T18:36:19.444Z" }, + { url = "https://files.pythonhosted.org/packages/1d/09/adf2df3699d87d1d8184038df46a9c80d78c0148492323f4693df54e17bb/markupsafe-3.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50", size = 24287, upload-time = "2025-09-27T18:36:20.768Z" }, + { url = "https://files.pythonhosted.org/packages/30/ac/0273f6fcb5f42e314c6d8cd99effae6a5354604d461b8d392b5ec9530a54/markupsafe-3.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf", size = 22940, upload-time = "2025-09-27T18:36:22.249Z" }, + { url = "https://files.pythonhosted.org/packages/19/ae/31c1be199ef767124c042c6c3e904da327a2f7f0cd63a0337e1eca2967a8/markupsafe-3.0.3-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f", size = 21887, upload-time = "2025-09-27T18:36:23.535Z" }, + { url = "https://files.pythonhosted.org/packages/b2/76/7edcab99d5349a4532a459e1fe64f0b0467a3365056ae550d3bcf3f79e1e/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a", size = 23692, upload-time = "2025-09-27T18:36:24.823Z" }, + { url = "https://files.pythonhosted.org/packages/a4/28/6e74cdd26d7514849143d69f0bf2399f929c37dc2b31e6829fd2045b2765/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115", size = 21471, upload-time = "2025-09-27T18:36:25.95Z" }, + { url = "https://files.pythonhosted.org/packages/62/7e/a145f36a5c2945673e590850a6f8014318d5577ed7e5920a4b3448e0865d/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a", size = 22923, upload-time = "2025-09-27T18:36:27.109Z" }, + { url = "https://files.pythonhosted.org/packages/0f/62/d9c46a7f5c9adbeeeda52f5b8d802e1094e9717705a645efc71b0913a0a8/markupsafe-3.0.3-cp311-cp311-win32.whl", hash = "sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19", size = 14572, upload-time = "2025-09-27T18:36:28.045Z" }, + { url = "https://files.pythonhosted.org/packages/83/8a/4414c03d3f891739326e1783338e48fb49781cc915b2e0ee052aa490d586/markupsafe-3.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01", size = 15077, upload-time = "2025-09-27T18:36:29.025Z" }, + { url = "https://files.pythonhosted.org/packages/35/73/893072b42e6862f319b5207adc9ae06070f095b358655f077f69a35601f0/markupsafe-3.0.3-cp311-cp311-win_arm64.whl", hash = "sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c", size = 13876, upload-time = "2025-09-27T18:36:29.954Z" }, + { url = "https://files.pythonhosted.org/packages/5a/72/147da192e38635ada20e0a2e1a51cf8823d2119ce8883f7053879c2199b5/markupsafe-3.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e", size = 11615, upload-time = "2025-09-27T18:36:30.854Z" }, + { url = "https://files.pythonhosted.org/packages/9a/81/7e4e08678a1f98521201c3079f77db69fb552acd56067661f8c2f534a718/markupsafe-3.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce", size = 12020, upload-time = "2025-09-27T18:36:31.971Z" }, + { url = "https://files.pythonhosted.org/packages/1e/2c/799f4742efc39633a1b54a92eec4082e4f815314869865d876824c257c1e/markupsafe-3.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d", size = 24332, upload-time = "2025-09-27T18:36:32.813Z" }, + { url = "https://files.pythonhosted.org/packages/3c/2e/8d0c2ab90a8c1d9a24f0399058ab8519a3279d1bd4289511d74e909f060e/markupsafe-3.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d", size = 22947, upload-time = "2025-09-27T18:36:33.86Z" }, + { url = "https://files.pythonhosted.org/packages/2c/54/887f3092a85238093a0b2154bd629c89444f395618842e8b0c41783898ea/markupsafe-3.0.3-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a", size = 21962, upload-time = "2025-09-27T18:36:35.099Z" }, + { url = "https://files.pythonhosted.org/packages/c9/2f/336b8c7b6f4a4d95e91119dc8521402461b74a485558d8f238a68312f11c/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b", size = 23760, upload-time = "2025-09-27T18:36:36.001Z" }, + { url = "https://files.pythonhosted.org/packages/32/43/67935f2b7e4982ffb50a4d169b724d74b62a3964bc1a9a527f5ac4f1ee2b/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f", size = 21529, upload-time = "2025-09-27T18:36:36.906Z" }, + { url = "https://files.pythonhosted.org/packages/89/e0/4486f11e51bbba8b0c041098859e869e304d1c261e59244baa3d295d47b7/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b", size = 23015, upload-time = "2025-09-27T18:36:37.868Z" }, + { url = "https://files.pythonhosted.org/packages/2f/e1/78ee7a023dac597a5825441ebd17170785a9dab23de95d2c7508ade94e0e/markupsafe-3.0.3-cp312-cp312-win32.whl", hash = "sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d", size = 14540, upload-time = "2025-09-27T18:36:38.761Z" }, + { url = "https://files.pythonhosted.org/packages/aa/5b/bec5aa9bbbb2c946ca2733ef9c4ca91c91b6a24580193e891b5f7dbe8e1e/markupsafe-3.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c", size = 15105, upload-time = "2025-09-27T18:36:39.701Z" }, + { url = "https://files.pythonhosted.org/packages/e5/f1/216fc1bbfd74011693a4fd837e7026152e89c4bcf3e77b6692fba9923123/markupsafe-3.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f", size = 13906, upload-time = "2025-09-27T18:36:40.689Z" }, + { url = "https://files.pythonhosted.org/packages/38/2f/907b9c7bbba283e68f20259574b13d005c121a0fa4c175f9bed27c4597ff/markupsafe-3.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795", size = 11622, upload-time = "2025-09-27T18:36:41.777Z" }, + { url = "https://files.pythonhosted.org/packages/9c/d9/5f7756922cdd676869eca1c4e3c0cd0df60ed30199ffd775e319089cb3ed/markupsafe-3.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219", size = 12029, upload-time = "2025-09-27T18:36:43.257Z" }, + { url = "https://files.pythonhosted.org/packages/00/07/575a68c754943058c78f30db02ee03a64b3c638586fba6a6dd56830b30a3/markupsafe-3.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6", size = 24374, upload-time = "2025-09-27T18:36:44.508Z" }, + { url = "https://files.pythonhosted.org/packages/a9/21/9b05698b46f218fc0e118e1f8168395c65c8a2c750ae2bab54fc4bd4e0e8/markupsafe-3.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676", size = 22980, upload-time = "2025-09-27T18:36:45.385Z" }, + { url = "https://files.pythonhosted.org/packages/7f/71/544260864f893f18b6827315b988c146b559391e6e7e8f7252839b1b846a/markupsafe-3.0.3-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9", size = 21990, upload-time = "2025-09-27T18:36:46.916Z" }, + { url = "https://files.pythonhosted.org/packages/c2/28/b50fc2f74d1ad761af2f5dcce7492648b983d00a65b8c0e0cb457c82ebbe/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1", size = 23784, upload-time = "2025-09-27T18:36:47.884Z" }, + { url = "https://files.pythonhosted.org/packages/ed/76/104b2aa106a208da8b17a2fb72e033a5a9d7073c68f7e508b94916ed47a9/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc", size = 21588, upload-time = "2025-09-27T18:36:48.82Z" }, + { url = "https://files.pythonhosted.org/packages/b5/99/16a5eb2d140087ebd97180d95249b00a03aa87e29cc224056274f2e45fd6/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12", size = 23041, upload-time = "2025-09-27T18:36:49.797Z" }, + { url = "https://files.pythonhosted.org/packages/19/bc/e7140ed90c5d61d77cea142eed9f9c303f4c4806f60a1044c13e3f1471d0/markupsafe-3.0.3-cp313-cp313-win32.whl", hash = "sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed", size = 14543, upload-time = "2025-09-27T18:36:51.584Z" }, + { url = "https://files.pythonhosted.org/packages/05/73/c4abe620b841b6b791f2edc248f556900667a5a1cf023a6646967ae98335/markupsafe-3.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5", size = 15113, upload-time = "2025-09-27T18:36:52.537Z" }, + { url = "https://files.pythonhosted.org/packages/f0/3a/fa34a0f7cfef23cf9500d68cb7c32dd64ffd58a12b09225fb03dd37d5b80/markupsafe-3.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485", size = 13911, upload-time = "2025-09-27T18:36:53.513Z" }, + { url = "https://files.pythonhosted.org/packages/e4/d7/e05cd7efe43a88a17a37b3ae96e79a19e846f3f456fe79c57ca61356ef01/markupsafe-3.0.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73", size = 11658, upload-time = "2025-09-27T18:36:54.819Z" }, + { url = "https://files.pythonhosted.org/packages/99/9e/e412117548182ce2148bdeacdda3bb494260c0b0184360fe0d56389b523b/markupsafe-3.0.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37", size = 12066, upload-time = "2025-09-27T18:36:55.714Z" }, + { url = "https://files.pythonhosted.org/packages/bc/e6/fa0ffcda717ef64a5108eaa7b4f5ed28d56122c9a6d70ab8b72f9f715c80/markupsafe-3.0.3-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19", size = 25639, upload-time = "2025-09-27T18:36:56.908Z" }, + { url = "https://files.pythonhosted.org/packages/96/ec/2102e881fe9d25fc16cb4b25d5f5cde50970967ffa5dddafdb771237062d/markupsafe-3.0.3-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025", size = 23569, upload-time = "2025-09-27T18:36:57.913Z" }, + { url = "https://files.pythonhosted.org/packages/4b/30/6f2fce1f1f205fc9323255b216ca8a235b15860c34b6798f810f05828e32/markupsafe-3.0.3-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6", size = 23284, upload-time = "2025-09-27T18:36:58.833Z" }, + { url = "https://files.pythonhosted.org/packages/58/47/4a0ccea4ab9f5dcb6f79c0236d954acb382202721e704223a8aafa38b5c8/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f", size = 24801, upload-time = "2025-09-27T18:36:59.739Z" }, + { url = "https://files.pythonhosted.org/packages/6a/70/3780e9b72180b6fecb83a4814d84c3bf4b4ae4bf0b19c27196104149734c/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb", size = 22769, upload-time = "2025-09-27T18:37:00.719Z" }, + { url = "https://files.pythonhosted.org/packages/98/c5/c03c7f4125180fc215220c035beac6b9cb684bc7a067c84fc69414d315f5/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009", size = 23642, upload-time = "2025-09-27T18:37:01.673Z" }, + { url = "https://files.pythonhosted.org/packages/80/d6/2d1b89f6ca4bff1036499b1e29a1d02d282259f3681540e16563f27ebc23/markupsafe-3.0.3-cp313-cp313t-win32.whl", hash = "sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354", size = 14612, upload-time = "2025-09-27T18:37:02.639Z" }, + { url = "https://files.pythonhosted.org/packages/2b/98/e48a4bfba0a0ffcf9925fe2d69240bfaa19c6f7507b8cd09c70684a53c1e/markupsafe-3.0.3-cp313-cp313t-win_amd64.whl", hash = "sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218", size = 15200, upload-time = "2025-09-27T18:37:03.582Z" }, + { url = "https://files.pythonhosted.org/packages/0e/72/e3cc540f351f316e9ed0f092757459afbc595824ca724cbc5a5d4263713f/markupsafe-3.0.3-cp313-cp313t-win_arm64.whl", hash = "sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287", size = 13973, upload-time = "2025-09-27T18:37:04.929Z" }, + { url = "https://files.pythonhosted.org/packages/33/8a/8e42d4838cd89b7dde187011e97fe6c3af66d8c044997d2183fbd6d31352/markupsafe-3.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe", size = 11619, upload-time = "2025-09-27T18:37:06.342Z" }, + { url = "https://files.pythonhosted.org/packages/b5/64/7660f8a4a8e53c924d0fa05dc3a55c9cee10bbd82b11c5afb27d44b096ce/markupsafe-3.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026", size = 12029, upload-time = "2025-09-27T18:37:07.213Z" }, + { url = "https://files.pythonhosted.org/packages/da/ef/e648bfd021127bef5fa12e1720ffed0c6cbb8310c8d9bea7266337ff06de/markupsafe-3.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737", size = 24408, upload-time = "2025-09-27T18:37:09.572Z" }, + { url = "https://files.pythonhosted.org/packages/41/3c/a36c2450754618e62008bf7435ccb0f88053e07592e6028a34776213d877/markupsafe-3.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97", size = 23005, upload-time = "2025-09-27T18:37:10.58Z" }, + { url = "https://files.pythonhosted.org/packages/bc/20/b7fdf89a8456b099837cd1dc21974632a02a999ec9bf7ca3e490aacd98e7/markupsafe-3.0.3-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d", size = 22048, upload-time = "2025-09-27T18:37:11.547Z" }, + { url = "https://files.pythonhosted.org/packages/9a/a7/591f592afdc734f47db08a75793a55d7fbcc6902a723ae4cfbab61010cc5/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda", size = 23821, upload-time = "2025-09-27T18:37:12.48Z" }, + { url = "https://files.pythonhosted.org/packages/7d/33/45b24e4f44195b26521bc6f1a82197118f74df348556594bd2262bda1038/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf", size = 21606, upload-time = "2025-09-27T18:37:13.485Z" }, + { url = "https://files.pythonhosted.org/packages/ff/0e/53dfaca23a69fbfbbf17a4b64072090e70717344c52eaaaa9c5ddff1e5f0/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe", size = 23043, upload-time = "2025-09-27T18:37:14.408Z" }, + { url = "https://files.pythonhosted.org/packages/46/11/f333a06fc16236d5238bfe74daccbca41459dcd8d1fa952e8fbd5dccfb70/markupsafe-3.0.3-cp314-cp314-win32.whl", hash = "sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9", size = 14747, upload-time = "2025-09-27T18:37:15.36Z" }, + { url = "https://files.pythonhosted.org/packages/28/52/182836104b33b444e400b14f797212f720cbc9ed6ba34c800639d154e821/markupsafe-3.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581", size = 15341, upload-time = "2025-09-27T18:37:16.496Z" }, + { url = "https://files.pythonhosted.org/packages/6f/18/acf23e91bd94fd7b3031558b1f013adfa21a8e407a3fdb32745538730382/markupsafe-3.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4", size = 14073, upload-time = "2025-09-27T18:37:17.476Z" }, + { url = "https://files.pythonhosted.org/packages/3c/f0/57689aa4076e1b43b15fdfa646b04653969d50cf30c32a102762be2485da/markupsafe-3.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab", size = 11661, upload-time = "2025-09-27T18:37:18.453Z" }, + { url = "https://files.pythonhosted.org/packages/89/c3/2e67a7ca217c6912985ec766c6393b636fb0c2344443ff9d91404dc4c79f/markupsafe-3.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175", size = 12069, upload-time = "2025-09-27T18:37:19.332Z" }, + { url = "https://files.pythonhosted.org/packages/f0/00/be561dce4e6ca66b15276e184ce4b8aec61fe83662cce2f7d72bd3249d28/markupsafe-3.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634", size = 25670, upload-time = "2025-09-27T18:37:20.245Z" }, + { url = "https://files.pythonhosted.org/packages/50/09/c419f6f5a92e5fadde27efd190eca90f05e1261b10dbd8cbcb39cd8ea1dc/markupsafe-3.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50", size = 23598, upload-time = "2025-09-27T18:37:21.177Z" }, + { url = "https://files.pythonhosted.org/packages/22/44/a0681611106e0b2921b3033fc19bc53323e0b50bc70cffdd19f7d679bb66/markupsafe-3.0.3-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e", size = 23261, upload-time = "2025-09-27T18:37:22.167Z" }, + { url = "https://files.pythonhosted.org/packages/5f/57/1b0b3f100259dc9fffe780cfb60d4be71375510e435efec3d116b6436d43/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5", size = 24835, upload-time = "2025-09-27T18:37:23.296Z" }, + { url = "https://files.pythonhosted.org/packages/26/6a/4bf6d0c97c4920f1597cc14dd720705eca0bf7c787aebc6bb4d1bead5388/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523", size = 22733, upload-time = "2025-09-27T18:37:24.237Z" }, + { url = "https://files.pythonhosted.org/packages/14/c7/ca723101509b518797fedc2fdf79ba57f886b4aca8a7d31857ba3ee8281f/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc", size = 23672, upload-time = "2025-09-27T18:37:25.271Z" }, + { url = "https://files.pythonhosted.org/packages/fb/df/5bd7a48c256faecd1d36edc13133e51397e41b73bb77e1a69deab746ebac/markupsafe-3.0.3-cp314-cp314t-win32.whl", hash = "sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d", size = 14819, upload-time = "2025-09-27T18:37:26.285Z" }, + { url = "https://files.pythonhosted.org/packages/1a/8a/0402ba61a2f16038b48b39bccca271134be00c5c9f0f623208399333c448/markupsafe-3.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9", size = 15426, upload-time = "2025-09-27T18:37:27.316Z" }, + { url = "https://files.pythonhosted.org/packages/70/bc/6f1c2f612465f5fa89b95bead1f44dcb607670fd42891d8fdcd5d039f4f4/markupsafe-3.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa", size = 14146, upload-time = "2025-09-27T18:37:28.327Z" }, +] + +[[package]] +name = "matplotlib" +version = "3.10.9" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.11'", +] +dependencies = [ + { name = "contourpy", version = "1.3.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "cycler", marker = "python_full_version < '3.11'" }, + { name = "fonttools", marker = "python_full_version < '3.11'" }, + { name = "kiwisolver", marker = "python_full_version < '3.11'" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "packaging", marker = "python_full_version < '3.11'" }, + { name = "pillow", marker = "python_full_version < '3.11'" }, + { name = "pyparsing", marker = "python_full_version < '3.11'" }, + { name = "python-dateutil", marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/63/1b/4be5be87d43d327a0cf4de1a56e86f7f84c89312452406cf122efe2839e6/matplotlib-3.10.9.tar.gz", hash = "sha256:fd66508e8c6877d98e586654b608a0456db8d7e8a546eb1e2600efd957302358", size = 34811233, upload-time = "2026-04-24T00:14:13.539Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/18/6f/340b04986e67aac6f66c5145ce68bf72c64bed30f92c8913499a6e6b8f99/matplotlib-3.10.9-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:77210dce9cb8153dffc967efaae990543392563d5a376d4dd8539bebcb0ed217", size = 8296625, upload-time = "2026-04-24T00:11:43.376Z" }, + { url = "https://files.pythonhosted.org/packages/bb/2f/127081eb83162053ebb9678ceac64220b93a663e0167432566e9c7c82aab/matplotlib-3.10.9-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1e7698ac9868428e84d2c967424803b2472ff7167d9d6590d4204ed775343c3b", size = 8188790, upload-time = "2026-04-24T00:11:46.556Z" }, + { url = "https://files.pythonhosted.org/packages/fc/b7/d8bcec2626c35f96972bff656299fef4578113ea6193c8fdad324710410c/matplotlib-3.10.9-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1aa972116abb4c9d201bf245620b433726cb6856f3bef6a78f776a00f5c92d37", size = 8769389, upload-time = "2026-04-24T00:11:48.959Z" }, + { url = "https://files.pythonhosted.org/packages/12/49/b78e214a527ea732033b7f4d37f7afb504d74ba9d134bd47938230dfb8b1/matplotlib-3.10.9-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ae2f11957b27ce53497dd4d7b235c4d4f1faf383dfb39d0c5beb833bff883294", size = 9589657, upload-time = "2026-04-24T00:11:51.915Z" }, + { url = "https://files.pythonhosted.org/packages/5f/15/5246f7b43beae19c74dfee651d58d6cc8112e06f77adb4e88cc04f2e3a23/matplotlib-3.10.9-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b049278ddce116aaa1c1377ebf58adea909132dfce0281cf7e3a1ea9fc2e2c65", size = 9651983, upload-time = "2026-04-24T00:11:54.766Z" }, + { url = "https://files.pythonhosted.org/packages/75/77/5acecfe672ba0fa1b8c0454f69ce155d1e6fc5852fa7206bf9afaf767121/matplotlib-3.10.9-cp310-cp310-win_amd64.whl", hash = "sha256:82834c3c292d24d3a8aae77cd2d20019de69d692a34a970e4fdb8d33e2ea3dda", size = 8199701, upload-time = "2026-04-24T00:11:58.389Z" }, + { url = "https://files.pythonhosted.org/packages/4c/8c/290f021104741fea63769c31494f5324c0cd249bf536a65a4350767b1f22/matplotlib-3.10.9-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:68cfdcede415f7c8f5577b03303dd94526cdb6d11036cecdc205e08733b2d2bb", size = 8306860, upload-time = "2026-04-24T00:12:01.207Z" }, + { url = "https://files.pythonhosted.org/packages/51/18/325cd32ece1120d1da51cc4e4294c6580190699490183fc2fe8cb6d61ec5/matplotlib-3.10.9-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:dfca0129678bd56379db26c52b5d77ed7de314c047492fbdc763aa7501710cfb", size = 8199254, upload-time = "2026-04-24T00:12:04.239Z" }, + { url = "https://files.pythonhosted.org/packages/79/db/e28c1b83e3680740aa78925f5fb2ae4d16207207419ad75ea9fe604f8676/matplotlib-3.10.9-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8e436d155fa8a3399dc62683f8f5d0e2e50d25d0144a73edd73f82eec8f4abfb", size = 8777092, upload-time = "2026-04-24T00:12:06.793Z" }, + { url = "https://files.pythonhosted.org/packages/55/fa/3ce7adfe9ba101748f465211660d9c6374c876b671bdb8c2bb6d347e8b94/matplotlib-3.10.9-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:56fc0bd271b00025c6edfdc7c2dcd247372c8e1544971d62e1dc7c17367e8bf9", size = 9595691, upload-time = "2026-04-24T00:12:09.706Z" }, + { url = "https://files.pythonhosted.org/packages/36/c4/6960a76686ed668f2c60f84e9799ba4c0d56abdb36b1577b60c1d061d1ec/matplotlib-3.10.9-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a5a6104ed666402ba5106d7f36e0e0cdca4e8d7fa4d39708ca88019e2835a2eb", size = 9659771, upload-time = "2026-04-24T00:12:12.766Z" }, + { url = "https://files.pythonhosted.org/packages/7e/0d/271aace3342157c64700c9ff4c59c7b392f3dbab393692e8db6fbe7ab96c/matplotlib-3.10.9-cp311-cp311-win_amd64.whl", hash = "sha256:d730e984eddf56974c3e72b6129c7ca462ac38dc624338f4b0b23eb23ecba00f", size = 8205112, upload-time = "2026-04-24T00:12:15.773Z" }, + { url = "https://files.pythonhosted.org/packages/e2/ee/cb57ad4754f3e7b9174ce6ce66d9205fb827067e48a9f58ac09d7e7d6b77/matplotlib-3.10.9-cp311-cp311-win_arm64.whl", hash = "sha256:51bf0ddbdc598e060d46c16b5590708f81a1624cefbaaf62f6a81bf9285b8c80", size = 8132310, upload-time = "2026-04-24T00:12:18.645Z" }, + { url = "https://files.pythonhosted.org/packages/35/c6/5581e26c72233ebb2a2a6fed2d24fb7c66b4700120b813f51b0555acf0b6/matplotlib-3.10.9-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f0c3c28d9fbcc1fe7a03be236d73430cf6409c41fb2383a7ac52fe932b072cb1", size = 8319908, upload-time = "2026-04-24T00:12:21.323Z" }, + { url = "https://files.pythonhosted.org/packages/b7/18/4880dd762e40cd360c1bf06e890c5a97b997e91cb324602b1a19950ad5ce/matplotlib-3.10.9-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:41cb28c2bd769aa3e98322c6ab09854cbcc52ab69d2759d681bba3e327b2b320", size = 8216016, upload-time = "2026-04-24T00:12:23.4Z" }, + { url = "https://files.pythonhosted.org/packages/32/91/d024616abdba99e83120e07a20658976f6a343646710760c4a51df126029/matplotlib-3.10.9-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ae20801130378b82d647ff5047c07316295b68dc054ca6b3c13519d0ea624285", size = 8789336, upload-time = "2026-04-24T00:12:26.096Z" }, + { url = "https://files.pythonhosted.org/packages/5c/04/030a2f61ef2158f5e4c259487a92ac877732499fb33d871585d89e03c42d/matplotlib-3.10.9-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6c63ebcd8b4b169eb2f5c200552ae6b8be8999a005b6b507ed76fb8d7d674fe2", size = 9604602, upload-time = "2026-04-24T00:12:29.052Z" }, + { url = "https://files.pythonhosted.org/packages/fc/c2/541e4d09d87bb6b5830fc28b4c887a9a8cf4e1c6cee698a8c05552ae2003/matplotlib-3.10.9-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:d75d11c949914165976c621b2324f9ef162af7ebf4b057ddf95dd1dba7e5edcf", size = 9670966, upload-time = "2026-04-24T00:12:32.131Z" }, + { url = "https://files.pythonhosted.org/packages/04/a1/4571fc46e7702de8d0c2dc54ad1b2f8e29328dea3ee90831181f7353d93c/matplotlib-3.10.9-cp312-cp312-win_amd64.whl", hash = "sha256:d091f9d758b34aaaaa6331d13574bf01891d903b3dec59bfff458ef7551de5d6", size = 8217462, upload-time = "2026-04-24T00:12:35.226Z" }, + { url = "https://files.pythonhosted.org/packages/4b/d0/2269edb12aa30c13c8bcc9382892e39943ce1d28aab4ec296e0381798e81/matplotlib-3.10.9-cp312-cp312-win_arm64.whl", hash = "sha256:10cc5ce06d10231c36f40e875f3c7e8050362a4ee8f0ee5d29a6b3277d57bb42", size = 8136688, upload-time = "2026-04-24T00:12:37.442Z" }, + { url = "https://files.pythonhosted.org/packages/aa/d3/8d4f6afbecb49fc04e060a57c0fce39ea51cc163a6bd87303ccd698e4fa6/matplotlib-3.10.9-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:b580440f1ff81a0e34122051a3dfabb7e4b7f9e380629929bde0eff9af72165f", size = 8320331, upload-time = "2026-04-24T00:12:39.688Z" }, + { url = "https://files.pythonhosted.org/packages/63/d9/9e14bc7564bf92d5ffa801ae5fac819ce74b925dfb55e3ebde61a3bbad3e/matplotlib-3.10.9-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b1b745c489cd1a77a0dc1120a05dc87af9798faebc913601feb8c73d89bf2d1e", size = 8216461, upload-time = "2026-04-24T00:12:42.494Z" }, + { url = "https://files.pythonhosted.org/packages/8a/17/4402d0d14ccf1dfc70932600b68097fbbf9c898a4871d2cbbe79c7801a32/matplotlib-3.10.9-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8f3bcac1ca5ed000a6f4337d47ba67dfddf37ed6a46c15fd7f014997f7bf865f", size = 8790091, upload-time = "2026-04-24T00:12:44.789Z" }, + { url = "https://files.pythonhosted.org/packages/3e/0b/322aeec06dd9b91411f92028b37d447342770a24392aa4813e317064dad5/matplotlib-3.10.9-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7a8d66a55def891c33147ba3ba9bfcabf0b526a43764c818acbb4525e5ed0838", size = 9605027, upload-time = "2026-04-24T00:12:47.583Z" }, + { url = "https://files.pythonhosted.org/packages/74/88/5f13482f55e7b00bcfc09838b093c2456e1379978d2a146844aae05350ad/matplotlib-3.10.9-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d843374407c4017a6403b59c6c81606773d136f3259d5b6da3131bc814542cc2", size = 9671269, upload-time = "2026-04-24T00:12:50.878Z" }, + { url = "https://files.pythonhosted.org/packages/c5/e0/0840fd2f93da988ec660b8ad1984abe9f25d2aed22a5e394ff1c68c88307/matplotlib-3.10.9-cp313-cp313-win_amd64.whl", hash = "sha256:f4399f64b3e94cd500195490972ae1ee81170df1636fa15364d157d5bdd7b921", size = 8217588, upload-time = "2026-04-24T00:12:53.784Z" }, + { url = "https://files.pythonhosted.org/packages/47/b9/d706d06dd605c49b9f83a2aed8c13e3e5db70697d7a80b7e3d7915de6b17/matplotlib-3.10.9-cp313-cp313-win_arm64.whl", hash = "sha256:ba7b3b8ef09eab7df0e86e9ae086faa433efbfbdb46afcb3aa16aabf779469a8", size = 8136913, upload-time = "2026-04-24T00:12:56.501Z" }, + { url = "https://files.pythonhosted.org/packages/9b/45/6e32d96978264c8ca8c4b1010adb955a1a49cfaf314e212bbc8908f04a61/matplotlib-3.10.9-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:09218df8a93712bd6ea133e83a153c755448cf7868316c531cffcc43f69d1cc9", size = 8368019, upload-time = "2026-04-24T00:12:58.896Z" }, + { url = "https://files.pythonhosted.org/packages/86/0a/c8e3d3bba245f0f7fc424937f8ff7ef77291a36af3edb97ccd78aa93d84f/matplotlib-3.10.9-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:82368699727bfb7b0182e1aa13082e3c08e092fa1a25d3e1fd92405bff96f6d4", size = 8264645, upload-time = "2026-04-24T00:13:01.406Z" }, + { url = "https://files.pythonhosted.org/packages/3d/aa/5bf5a14fe4fed73a4209a155606f8096ff797aad89c6c35179026571133e/matplotlib-3.10.9-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3225f4e1edcb8c86c884ddf79ebe20ecd0a67d30188f279897554ccd8fded4dc", size = 8802194, upload-time = "2026-04-24T00:13:03.702Z" }, + { url = "https://files.pythonhosted.org/packages/dd/5e/b4be852d6bba6fd15893fadf91ff26ae49cb91aac789e95dde9d342e664f/matplotlib-3.10.9-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:de2445a0c6690d21b7eb6ce071cebad6d40a2e9bdf10d039074a96ba19797b99", size = 9622684, upload-time = "2026-04-24T00:13:06.647Z" }, + { url = "https://files.pythonhosted.org/packages/4c/3d/ed428c971139112ef730f62770654d609467346d09d4b62617e1afd68a5a/matplotlib-3.10.9-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:b2b9516251cb89ff618d757daec0e2ed1bf21248013844a853d87ef85ab3081d", size = 9680790, upload-time = "2026-04-24T00:13:10.009Z" }, + { url = "https://files.pythonhosted.org/packages/e7/09/052e884aaf2b985c63cb79f715f1d5b6a3eaa7de78f6a52b9dbc077d5b53/matplotlib-3.10.9-cp313-cp313t-win_amd64.whl", hash = "sha256:e9fae004b941b23ff2edcf1567a857ed77bafc8086ffa258190462328434faf8", size = 8287571, upload-time = "2026-04-24T00:13:13.087Z" }, + { url = "https://files.pythonhosted.org/packages/f4/38/ae27288e788c35a4250491422f3db7750366fc8c97d6f36fbdecfc1f5518/matplotlib-3.10.9-cp313-cp313t-win_arm64.whl", hash = "sha256:6b63d9c7c769b88ab81e10dc86e4e0607cf56817b9f9e6cf24b2a5f1693b8e38", size = 8188292, upload-time = "2026-04-24T00:13:15.546Z" }, + { url = "https://files.pythonhosted.org/packages/d6/e6/3bd8afd04949f02eabc1c17115ea5255e19cacd4d06fc5abdde4eeb0052c/matplotlib-3.10.9-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:172db52c9e683f5d12eaf57f0f54834190e12581fe1cc2a19595a8f5acb4e77d", size = 8321276, upload-time = "2026-04-24T00:13:18.318Z" }, + { url = "https://files.pythonhosted.org/packages/41/86/86231232fff41c9f8e4a1a7d7a597d349a02527109c3af7d618366122139/matplotlib-3.10.9-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:97e35e8d39ccc85859095e01a53847432ba9a53ddf7986f7a54a11b73d0e143f", size = 8218218, upload-time = "2026-04-24T00:13:20.974Z" }, + { url = "https://files.pythonhosted.org/packages/85/8f/becc9722cafc64f5d2eb0b7c1bf5f585271c618a45dbd8fabeb021f898b6/matplotlib-3.10.9-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:aba1615dabe83188e19d4f75a253c6a08423e04c1425e64039f800050a69de6b", size = 9608145, upload-time = "2026-04-24T00:13:23.228Z" }, + { url = "https://files.pythonhosted.org/packages/32/5d/f7e914f7d9325abff4057cee62c0fa70263683189f774473cbfb534cd13b/matplotlib-3.10.9-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:34cf8167e023ad956c15f36302911d5406bd99a9862c1a8499ea6f7c0e015dc2", size = 9885085, upload-time = "2026-04-24T00:13:25.849Z" }, + { url = "https://files.pythonhosted.org/packages/a5/fd/fa69f2221534e80cc5772ac2b7d222011a2acafc2ec7216d5dd174c864ae/matplotlib-3.10.9-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:59476c6d29d612b8e9bb6ce8c5b631be6ba8f9e3a2421f22a02b192c7dd28716", size = 9672358, upload-time = "2026-04-24T00:13:28.906Z" }, + { url = "https://files.pythonhosted.org/packages/ab/1a/5a4f747a8b271cbb024946d2dd3c913ab5032ba430626f8c3528ada96b4b/matplotlib-3.10.9-cp314-cp314-win_amd64.whl", hash = "sha256:336b9acc64d309063126edcdaca00db9373af3c476bb94388fe9c5a53ad13e6f", size = 8349970, upload-time = "2026-04-24T00:13:31.904Z" }, + { url = "https://files.pythonhosted.org/packages/64/dc/95d60ecaefe30680a154b52ea96ab4b0dab547f1fd6aa12f5fb655e89cae/matplotlib-3.10.9-cp314-cp314-win_arm64.whl", hash = "sha256:2dc9477819ffd78ad12a20df1d9d6a6bd4fec6aaa9072681465fddca052f1456", size = 8272785, upload-time = "2026-04-24T00:13:34.511Z" }, + { url = "https://files.pythonhosted.org/packages/70/a0/005d68bc8b8418300ce6591f18586910a8526806e2ab663933d9f20a41e9/matplotlib-3.10.9-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:da4e09638420548f31c354032a6250e473c68e5a4e96899b4844cf39ddea23fe", size = 8367999, upload-time = "2026-04-24T00:13:36.962Z" }, + { url = "https://files.pythonhosted.org/packages/22/05/1236cc9290be70b2498af20ca348add76e3fffe7f67b477db5133a84f3ea/matplotlib-3.10.9-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:345f6f68ecc8da0ca56fad2ea08fde1a115eda530079eca185d50a7bc3e146c6", size = 8264543, upload-time = "2026-04-24T00:13:39.851Z" }, + { url = "https://files.pythonhosted.org/packages/cd/c2/071f5a5ff6c5bd63aaaf2f45c811d9bf2ced94bde188d9e1a519e21d0cba/matplotlib-3.10.9-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4edcfbd8565339aa62f1cd4012f7180926fdbe71850f7b0d3c379c175cd6b66c", size = 9622800, upload-time = "2026-04-24T00:13:42.296Z" }, + { url = "https://files.pythonhosted.org/packages/95/57/da7d1f10a85624b9e7db68e069dd94e58dc41dbf9463c5921632ecbe3661/matplotlib-3.10.9-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6be157fe17fc37cb95ac1d7374cf717ce9259616edec911a78d9d26dae8522d4", size = 9888561, upload-time = "2026-04-24T00:13:45.026Z" }, + { url = "https://files.pythonhosted.org/packages/67/b2/ef8d6bb59b0edb6c16c968b70f548aa13b54348972def5aa6ac85df67145/matplotlib-3.10.9-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:4e42042d54db34fda4e95a7bd3e5789c2a995d2dad3eb8850232ee534092fbbf", size = 9680884, upload-time = "2026-04-24T00:13:48.066Z" }, + { url = "https://files.pythonhosted.org/packages/61/1c/d21bfeb9931881ebe96bcfcff27c7ae4b160ae0ec291a714c42641a56d75/matplotlib-3.10.9-cp314-cp314t-win_amd64.whl", hash = "sha256:c27df8b3848f32a83d1767566595e43cfaa4460380974da06f4279a7ec143c39", size = 8432333, upload-time = "2026-04-24T00:13:51.008Z" }, + { url = "https://files.pythonhosted.org/packages/78/23/92493c3e6e1b635ccfff146f7b99e674808787915420373ac399283764c2/matplotlib-3.10.9-cp314-cp314t-win_arm64.whl", hash = "sha256:a49f1eadc84ca85fd72fa4e89e70e61bf86452df6f971af04b12c60761a0772c", size = 8324785, upload-time = "2026-04-24T00:13:53.633Z" }, + { url = "https://files.pythonhosted.org/packages/2c/2b/0e92ad0ac446633f928a1563db4aa8add407e1924faf0ded5b95b35afb27/matplotlib-3.10.9-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:1872fb212a05b729e649754a72d5da61d03e0554d76e80303b6f83d1d2c0552b", size = 8293058, upload-time = "2026-04-24T00:13:56.339Z" }, + { url = "https://files.pythonhosted.org/packages/4b/23/74682fd369f5299ceda438fea2a0662e6383b85c9383fb9cdfcf04713e07/matplotlib-3.10.9-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:985f2238880e2e69093f588f5fe2e46771747febf0649f3cf7f7b7480875317f", size = 8186627, upload-time = "2026-04-24T00:13:58.623Z" }, + { url = "https://files.pythonhosted.org/packages/ca/e8/368aab88f3c4cd8992800f31abfe0670c3e47540ba20a97e9fdbcde594b3/matplotlib-3.10.9-pp310-pypy310_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6640f75af2c6148293caa0a2b39dd806a492dd66c8a8b04035813e33d0fd2585", size = 8764117, upload-time = "2026-04-24T00:14:01.684Z" }, + { url = "https://files.pythonhosted.org/packages/63/e2/9f66ca6a651a52abfe0d4964ce01439ed34f3f1e119de10ff3a07f403043/matplotlib-3.10.9-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:42fb814efabe95c06c1994d8ab5a8385f43a249e23badd3ba931d4308e5bca20", size = 8304420, upload-time = "2026-04-24T00:14:04.57Z" }, + { url = "https://files.pythonhosted.org/packages/e8/e8/467c03568218792906aa87b5e7bb379b605e056ed0c74fe00c051786d925/matplotlib-3.10.9-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:f76e640a5268850bfda54b5131b1b1941cc685e42c5fa98ed9f2d64038308cba", size = 8197981, upload-time = "2026-04-24T00:14:07.233Z" }, + { url = "https://files.pythonhosted.org/packages/6f/87/afead29192170917537934c6aff4b008c805fff7b1ccea0c79120d96beda/matplotlib-3.10.9-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3fc0364dfbe1d07f6d15c5ebd0c5bf89e126916e5a8667dd4a7a6e84c36653d4", size = 8774002, upload-time = "2026-04-24T00:14:09.816Z" }, +] + +[[package]] +name = "matplotlib" +version = "3.11.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.15' and sys_platform == 'win32'", + "python_full_version == '3.14.*' and sys_platform == 'win32'", + "python_full_version >= '3.15' and sys_platform == 'emscripten'", + "python_full_version == '3.14.*' and sys_platform == 'emscripten'", + "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", +] +dependencies = [ + { name = "contourpy", version = "1.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "cycler", marker = "python_full_version >= '3.11'" }, + { name = "fonttools", marker = "python_full_version >= '3.11'" }, + { name = "kiwisolver", marker = "python_full_version >= '3.11'" }, + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "numpy", version = "2.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, + { name = "packaging", marker = "python_full_version >= '3.11'" }, + { name = "pillow", marker = "python_full_version >= '3.11'" }, + { name = "pyparsing", marker = "python_full_version >= '3.11'" }, + { name = "python-dateutil", marker = "python_full_version >= '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/49/64/f9a391af28f518b11ad45a8a712353c94a0aefce09d3703200e5c54b610a/matplotlib-3.11.1.tar.gz", hash = "sha256:69647db5746941c793d6e445a4cd349323ffb87d9cc958c2ad84a659b4832d30", size = 32612045, upload-time = "2026-07-18T03:39:46.63Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6e/d0/791aa183dd88491555cf7d4be0b52b0bcf6c3c2a2c22c815a2e819bf53e2/matplotlib-3.11.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:b7cf158e7add54a8d51ac9b5a84abd6d4e13ed4951b4f25f1c5139f41c2addb2", size = 9440302, upload-time = "2026-07-18T03:38:03.844Z" }, + { url = "https://files.pythonhosted.org/packages/35/74/82bbdf683a301f4478384c8aaba6903631a2ca18294b2d7655c9a542bffb/matplotlib-3.11.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d2ace7273b9a5061a3b420918a16fae1f2dc5dfee1abcc13aba71b5d94b1820c", size = 9268549, upload-time = "2026-07-18T03:38:06.144Z" }, + { url = "https://files.pythonhosted.org/packages/f0/f0/9b4298911303f74e6d83e64a81d996c0616405ec95046fac7f17e4258b9e/matplotlib-3.11.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:aee55e9041211bf84302ab55ec3965df18dd90ae19f8b58332a7feaf208bfe83", size = 10024922, upload-time = "2026-07-18T03:38:08.236Z" }, + { url = "https://files.pythonhosted.org/packages/84/6f/0bc3c3d05b021db44c14bc379a7c0df7d57302aa15380c16fd4e63fd6a9b/matplotlib-3.11.1-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:96f4bdeea33a8d15a071dbfe6d119451b1d719c733ac666d65357082901a9099", size = 10832170, upload-time = "2026-07-18T03:38:10.276Z" }, + { url = "https://files.pythonhosted.org/packages/db/4d/e375f39acdb2af5a9342730618608e39790ec842e6f1b392863028781459/matplotlib-3.11.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b4c78ceb2f11bcac7389d305cda17aeb1f4586a857854ab5780bd3dd8dbfc407", size = 10916701, upload-time = "2026-07-18T03:38:12.512Z" }, + { url = "https://files.pythonhosted.org/packages/bc/be/fa26ed085b41298f64a8f9b7592c671bbf1acc8b0df124c1c5de96b859f8/matplotlib-3.11.1-cp311-cp311-win_amd64.whl", hash = "sha256:7f33a781e12b1e53b278deb2f5373c2e55ec4f10727be3440c0cfb5cda9f944f", size = 9315331, upload-time = "2026-07-18T03:38:14.949Z" }, + { url = "https://files.pythonhosted.org/packages/b6/f3/eb5bdf3b6e191b200db298b08bbc1638b7f3c82cdc8680f9d88bf72559ae/matplotlib-3.11.1-cp311-cp311-win_arm64.whl", hash = "sha256:67e4c3cd578c65ebd81bdc09a1b6592ceafee6dfafe116dc85dfcb647b5bbb18", size = 9003475, upload-time = "2026-07-18T03:38:17.205Z" }, + { url = "https://files.pythonhosted.org/packages/f2/6c/7ef7ebcb2bd9739b2b66b18b076e077f44bb46fdbe28ca0506edb3c62c79/matplotlib-3.11.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:e15ef41507f3d525f46154ac9e3ae785dacde9f20e593a25de8986267892ef74", size = 9453849, upload-time = "2026-07-18T03:38:19.593Z" }, + { url = "https://files.pythonhosted.org/packages/eb/f8/6d0c312c8d9738e7d9677f09fe5c986b3239e651a7b73a2deb38b65e4a71/matplotlib-3.11.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:21a67b961a6d597bca54fae826cd20695ba4a6e4d05424a08da6e13e3176fd6b", size = 9283113, upload-time = "2026-07-18T03:38:21.95Z" }, + { url = "https://files.pythonhosted.org/packages/c9/cf/b4ad2cc81b6672ea29ea04e64e350a9f9b493b0908ccd884c67eeff8f7b2/matplotlib-3.11.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ba8f811b8ddfac493734d6af0b2dff96919d0c28ca0d641858dab4262777c6ea", size = 10035615, upload-time = "2026-07-18T03:38:24.315Z" }, + { url = "https://files.pythonhosted.org/packages/88/90/4e10e033d9b66589d8ed98b84c95cdbb57033d57c1f41339d7393dbd2f2e/matplotlib-3.11.1-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c52f7ad20ef476806ed212380b1d54d20310c8b86bdc2c9a68b51f0024a44472", size = 10842559, upload-time = "2026-07-18T03:38:26.285Z" }, + { url = "https://files.pythonhosted.org/packages/88/eb/799612d0f8cd3e816a10fec59329fca52cd2353264df80378dfc541ae855/matplotlib-3.11.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:8b14eb22961fe865efb0e4ff167e333e428908b00115a8d800ccb65ee108e481", size = 10927532, upload-time = "2026-07-18T03:38:28.532Z" }, + { url = "https://files.pythonhosted.org/packages/88/89/56649bbaa2fd12e20f3be03dbcc135b0c8676d88bac17977599e3eb442a0/matplotlib-3.11.1-cp312-cp312-win_amd64.whl", hash = "sha256:88a2a27dd9691ae448dfae4b26f59036be90c3c28757edd3553a29559d00859f", size = 9333886, upload-time = "2026-07-18T03:38:30.477Z" }, + { url = "https://files.pythonhosted.org/packages/c1/11/4d124efbbad677b7b7552f6f85a3bd432d4232f95400cea98fcd2ae36ef3/matplotlib-3.11.1-cp312-cp312-win_arm64.whl", hash = "sha256:480194afceca4df2f137c2721227d3cba67121fbf4397b69cee7f83714b0a58a", size = 9007545, upload-time = "2026-07-18T03:38:32.833Z" }, + { url = "https://files.pythonhosted.org/packages/04/6c/4798363b7fb5644e309fe1fac30216e9146c9f70859d80d588c18caf5317/matplotlib-3.11.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:6771b0cd7838c6a857a7209814158c0ad09bfef878db3033dd82d70ad101f191", size = 9454341, upload-time = "2026-07-18T03:38:35.001Z" }, + { url = "https://files.pythonhosted.org/packages/59/98/6acadbe7f98df19d274bc107ac58bb439fa75df82c33dc110d71a4a8501f/matplotlib-3.11.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2abdee5ffa2fe11b2d19f7a5c63b785fb7c28cc46c7bc1814156341d9d1a33e1", size = 9283627, upload-time = "2026-07-18T03:38:37.061Z" }, + { url = "https://files.pythonhosted.org/packages/24/ea/65cec46fe241390ccea1b1754207ee28eb71c5ab866bd5f22fe47e538fa4/matplotlib-3.11.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b0a19dcf73406d3746d25a5ed42d713604c9a3e024d129b102852b0d941cb9f3", size = 10035860, upload-time = "2026-07-18T03:38:39.663Z" }, + { url = "https://files.pythonhosted.org/packages/c7/10/63fdccccbabe002fb0960876baabc5e3f24d9c1bb4cfb25651457f74b3a0/matplotlib-3.11.1-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7389b77ed2ab0552f46d9a90b81b7b8e6dfcdc42adc36c37a0865799843e0e3e", size = 10843594, upload-time = "2026-07-18T03:38:42.144Z" }, + { url = "https://files.pythonhosted.org/packages/98/51/a1155945bff7b91381875022ac1522c5dfdac0d006be8e7df389b3134eae/matplotlib-3.11.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:c90be0b73568da4f662afac580956a76e308437e641b4a45aa08925eeb67d95f", size = 10927962, upload-time = "2026-07-18T03:38:44.302Z" }, + { url = "https://files.pythonhosted.org/packages/0d/3a/3d5e1f42dc761bf53401a62a83ff93389b37de9d2c093b2a3aa49ac34f1b/matplotlib-3.11.1-cp313-cp313-win_amd64.whl", hash = "sha256:68408341f2312836fbbdf6b3c78047f65b2d8752f5fd221c3e72d348f5b34f8b", size = 9334074, upload-time = "2026-07-18T03:38:46.616Z" }, + { url = "https://files.pythonhosted.org/packages/e2/db/3f5ea5a5b64060ef5e1ff60a19170423e41ce21b8497a6fe15a36e0b43e3/matplotlib-3.11.1-cp313-cp313-win_arm64.whl", hash = "sha256:0c1f44890d435c1b4ef52f701ad5828cb450ea97bcc83918fda6be74965d6cd2", size = 9007662, upload-time = "2026-07-18T03:38:49.112Z" }, + { url = "https://files.pythonhosted.org/packages/98/6e/c7ae5e0531425b69c0826b00ebbc264c85cab853f1cd6e096c9983c2cdc1/matplotlib-3.11.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:5e510088c27a89d53580a752f959146893563e63c330e161d159b0fee652af6f", size = 9503790, upload-time = "2026-07-18T03:38:51.527Z" }, + { url = "https://files.pythonhosted.org/packages/92/79/15be162e0a2ed546939674e2e97d0e33ec2447d86d4d4e611fa295bb178c/matplotlib-3.11.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:1524e2bdd48a93557aa47ddcfe9c225dfdd57d5a01a5c49128c20f0632980ee1", size = 9336148, upload-time = "2026-07-18T03:38:53.564Z" }, + { url = "https://files.pythonhosted.org/packages/6a/7f/36ffe144fc4aacfe0e3ed2318f72b6755d1e73b041d619b4d393e60f5a66/matplotlib-3.11.1-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:11664c551345553db92e61cae6cf1376f138f8c47cafdf13b64b18f3e3e9e464", size = 10049244, upload-time = "2026-07-18T03:38:55.911Z" }, + { url = "https://files.pythonhosted.org/packages/ab/5f/55812d68c0a840d3a463638f48c00ab1fe338518ec49a640cb6473b444af/matplotlib-3.11.1-cp313-cp313t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5e1f8922ba31959cf6a9dfb51be64b7f7bc582801a3957dc0c2f3afcd3537adf", size = 10860798, upload-time = "2026-07-18T03:38:58.282Z" }, + { url = "https://files.pythonhosted.org/packages/7a/64/cca444b4eb5e6c768c44fc5e1f0b5211f20ca2b282778051996e996a2bdf/matplotlib-3.11.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:83235693abde86e5e0129998f80ee39fc7f58e6d56a88fafb28a9278833e9d5f", size = 10943282, upload-time = "2026-07-18T03:39:00.465Z" }, + { url = "https://files.pythonhosted.org/packages/e5/0f/a49c329d394f2e9ef38506982107e8b04ecf94dd41a9d8423ff82cc737c7/matplotlib-3.11.1-cp313-cp313t-win_amd64.whl", hash = "sha256:9a076f4fc5cdc43fdf510f5981418d25c2db4973418d9f22d8bb3dc8045ada78", size = 9383532, upload-time = "2026-07-18T03:39:02.468Z" }, + { url = "https://files.pythonhosted.org/packages/e4/50/103e86afb806d8f64d04ede14e4cfc09dbfc25f512421ff85fdd6ebd59cf/matplotlib-3.11.1-cp313-cp313t-win_arm64.whl", hash = "sha256:216fbb93a74add02ddb4cb38ef5348f59ac00b3e84567eaf16598772d40e150a", size = 9059665, upload-time = "2026-07-18T03:39:04.607Z" }, + { url = "https://files.pythonhosted.org/packages/35/04/3079499fa8cb661ea66d13d6439d5a3ae6710a7afd5c7f72e08914f275f8/matplotlib-3.11.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:30c492d4ba9448595b6fd8708c6725963f8148e25c0d8842948da5b05f0ee8d3", size = 9456022, upload-time = "2026-07-18T03:39:07.041Z" }, + { url = "https://files.pythonhosted.org/packages/53/a2/69acfe84ec1f32930e801a5782a07fc5c79c8c6599a507b806d859d5da8e/matplotlib-3.11.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:ac104be2768ffdd8655db9e71b768cbb45f2b9aa7b450cf1595e8f65d3822319", size = 9285475, upload-time = "2026-07-18T03:39:09.562Z" }, + { url = "https://files.pythonhosted.org/packages/d3/b3/31b15a2ca56d4ddd6aaa1c884c2f51cf9a61cfaf5ca6f6fbd6343d38e6df/matplotlib-3.11.1-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6be943cb68bc6660ead58c55b3aa6366cba2ef7feb06460fbcce32360376f19f", size = 10847102, upload-time = "2026-07-18T03:39:11.532Z" }, + { url = "https://files.pythonhosted.org/packages/64/0d/a17e966e620545c1548125af0b29ac812dd17b197a18a7462ac12fa859ee/matplotlib-3.11.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5af0dcda57d471440a7b5b623e70e0a61003518443d9098f211a96ecfbbc25be", size = 11131087, upload-time = "2026-07-18T03:39:13.764Z" }, + { url = "https://files.pythonhosted.org/packages/97/c5/5e100efdd67abb7de20befaa333612ef9bfc63417fb71398f904f25d083c/matplotlib-3.11.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:3d3fd84082b1afbd9398466c81309e20045be20d48fe0fb18c43504d164cbbb2", size = 10929036, upload-time = "2026-07-18T03:39:16.888Z" }, + { url = "https://files.pythonhosted.org/packages/ce/04/d719a0a36930ecc8dfc801ff340f9dcfc4223f8ca5d39d06b4020032fff8/matplotlib-3.11.1-cp314-cp314-win_amd64.whl", hash = "sha256:9601a1e90be21e4884c53b4f3dc3ee0544654946f9975258d691f1c2e2f119c6", size = 9489571, upload-time = "2026-07-18T03:39:19.449Z" }, + { url = "https://files.pythonhosted.org/packages/48/65/facabdc2f1f6caba7e856db64dfedddca25f7608df07d96a1c8fd114fd3b/matplotlib-3.11.1-cp314-cp314-win_arm64.whl", hash = "sha256:ae30c6109848ac0f9fa36c5d6270938487614c47ba31860bd5361266dabc5685", size = 9164486, upload-time = "2026-07-18T03:39:21.424Z" }, + { url = "https://files.pythonhosted.org/packages/88/dd/18da6cd01cf96354534f98c468a25380c68ce582a2c9dd0cae12b04af4f2/matplotlib-3.11.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:dadfe80797174e2984aae3be0b77594a3c72d2c0a40fbd4a0de48d2728caf3ae", size = 9504876, upload-time = "2026-07-18T03:39:23.633Z" }, + { url = "https://files.pythonhosted.org/packages/79/b0/f0b63555a18b79d038c81fd6126f35fc4dfce0eaff48d96103348c7cf935/matplotlib-3.11.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:89b193b255f4f6f7948dbcee3691f4f341ab05d9a8874a67b45ddb4182922eda", size = 9336120, upload-time = "2026-07-18T03:39:25.797Z" }, + { url = "https://files.pythonhosted.org/packages/c6/dd/f210ec7c4a6f198d5567237048a93d0811fb5a1f1691f13320e592f95b41/matplotlib-3.11.1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:191163532cdefcb1571ca38a6d7e6474baccde64495783e6ba47aa07ec4b9bbb", size = 10858033, upload-time = "2026-07-18T03:39:27.999Z" }, + { url = "https://files.pythonhosted.org/packages/ec/d2/d6d5324507c5fbb316db48e258c09c2807f3de03d9af47017e120070926f/matplotlib-3.11.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9fdf1c818ab05d0e74002091ddaf414478a3a449ec9d51c8976d45be7e3a01e2", size = 11141827, upload-time = "2026-07-18T03:39:30.092Z" }, + { url = "https://files.pythonhosted.org/packages/0f/68/3c22e9320bdce2c4d2f1320643ef706db7a24cb7420eea28b97a2d67f5a8/matplotlib-3.11.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:b937b9dba5f5f6c1e31c47abe2186c865c0914fd18f2ce0dfc39c9adcef5951d", size = 10943061, upload-time = "2026-07-18T03:39:32.356Z" }, + { url = "https://files.pythonhosted.org/packages/f6/4a/907ed190ee81a9df581e0ed5456134fc0f7cb55ffcfda2f9e54ca900761c/matplotlib-3.11.1-cp314-cp314t-win_amd64.whl", hash = "sha256:f2912f647f3fbe1ccf085f91e213936f9101bead81a5e670565b1f1b3712f4fb", size = 9540074, upload-time = "2026-07-18T03:39:34.789Z" }, + { url = "https://files.pythonhosted.org/packages/23/d4/97c19b77e0a6e3b48581185bb65088f431cd20186076cc0f650a1757ea46/matplotlib-3.11.1-cp314-cp314t-win_arm64.whl", hash = "sha256:54d47b8ae8b579633a3902ca5b4ad6c1e132a5626d64447b2e22a66394e79987", size = 9213472, upload-time = "2026-07-18T03:39:37.141Z" }, + { url = "https://files.pythonhosted.org/packages/ee/38/ceb1d637c4db6d06141f3739e93af3321e7caaabe69b57ae48ffe3ee95b1/matplotlib-3.11.1-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:427258425f9a3fc4ed79a91f9e9b9aaf5a82cb6571e85dc14063cc6fbb993741", size = 9438045, upload-time = "2026-07-18T03:39:39.491Z" }, + { url = "https://files.pythonhosted.org/packages/89/25/72ad8b58602d3a6ef1dfc4b65ecd01634ab65a2bdf494c9fe0e966dbf081/matplotlib-3.11.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:1ac697e591c11b6ad04679a73c2d2f9980fe9d9f0311fb414a2e329706343dfb", size = 9266127, upload-time = "2026-07-18T03:39:41.597Z" }, + { url = "https://files.pythonhosted.org/packages/8a/6d/69552382fcc8e93d1f2763ef2665980a900a48b7f3a4c57ed290726d1cbc/matplotlib-3.11.1-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e4b9ac2f1f607ecda2af90a5232beee2af7582fce1cc30c4b6a1b012dc21ee99", size = 10019439, upload-time = "2026-07-18T03:39:43.78Z" }, +] + +[[package]] +name = "mergedeep" +version = "1.3.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/3a/41/580bb4006e3ed0361b8151a01d324fb03f420815446c7def45d02f74c270/mergedeep-1.3.4.tar.gz", hash = "sha256:0096d52e9dad9939c3d975a774666af186eda617e6ca84df4c94dec30004f2a8", size = 4661, upload-time = "2021-02-05T18:55:30.623Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/2c/19/04f9b178c2d8a15b076c8b5140708fa6ffc5601fb6f1e975537072df5b2a/mergedeep-1.3.4-py3-none-any.whl", hash = "sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307", size = 6354, upload-time = "2021-02-05T18:55:29.583Z" }, +] + +[[package]] +name = "mkdocs" +version = "1.6.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "click" }, + { name = "colorama", marker = "sys_platform == 'win32'" }, + { name = "ghp-import" }, + { name = "jinja2" }, + { name = "markdown" }, + { name = "markupsafe" }, + { name = "mergedeep" }, + { name = "mkdocs-get-deps" }, + { name = "packaging" }, + { name = "pathspec" }, + { name = "pyyaml" }, + { name = "pyyaml-env-tag" }, + { name = "watchdog" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/bc/c6/bbd4f061bd16b378247f12953ffcb04786a618ce5e904b8c5a01a0309061/mkdocs-1.6.1.tar.gz", hash = "sha256:7b432f01d928c084353ab39c57282f29f92136665bdd6abf7c1ec8d822ef86f2", size = 3889159, upload-time = "2024-08-30T12:24:06.899Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/22/5b/dbc6a8cddc9cfa9c4971d59fb12bb8d42e161b7e7f8cc89e49137c5b279c/mkdocs-1.6.1-py3-none-any.whl", hash = "sha256:db91759624d1647f3f34aa0c3f327dd2601beae39a366d6e064c03468d35c20e", size = 3864451, upload-time = "2024-08-30T12:24:05.054Z" }, +] + +[[package]] +name = "mkdocs-autorefs" +version = "1.4.4" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markdown" }, + { name = "markupsafe" }, + { name = "mkdocs" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/52/c0/f641843de3f612a6b48253f39244165acff36657a91cc903633d456ae1ac/mkdocs_autorefs-1.4.4.tar.gz", hash = "sha256:d54a284f27a7346b9c38f1f852177940c222da508e66edc816a0fa55fc6da197", size = 56588, upload-time = "2026-02-10T15:23:55.105Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/28/de/a3e710469772c6a89595fc52816da05c1e164b4c866a89e3cb82fb1b67c5/mkdocs_autorefs-1.4.4-py3-none-any.whl", hash = "sha256:834ef5408d827071ad1bc69e0f39704fa34c7fc05bc8e1c72b227dfdc5c76089", size = 25530, upload-time = "2026-02-10T15:23:53.817Z" }, +] + +[[package]] +name = "mkdocs-get-deps" +version = "0.2.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "mergedeep" }, + { name = "platformdirs" }, + { name = "pyyaml" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ce/25/b3cccb187655b9393572bde9b09261d267c3bf2f2cdabe347673be5976a6/mkdocs_get_deps-0.2.2.tar.gz", hash = "sha256:8ee8d5f316cdbbb2834bc1df6e69c08fe769a83e040060de26d3c19fad3599a1", size = 11047, upload-time = "2026-03-10T02:46:33.632Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/88/29/744136411e785c4b0b744d5413e56555265939ab3a104c6a4b719dad33fd/mkdocs_get_deps-0.2.2-py3-none-any.whl", hash = "sha256:e7878cbeac04860b8b5e0ca31d3abad3df9411a75a32cde82f8e44b6c16ff650", size = 9555, upload-time = "2026-03-10T02:46:32.256Z" }, +] + +[[package]] +name = "mkdocs-material" +version = "9.7.7" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "babel" }, + { name = "backrefs" }, + { name = "colorama" }, + { name = "jinja2" }, + { name = "markdown" }, + { name = "mkdocs" }, + { name = "mkdocs-material-extensions" }, + { name = "paginate" }, + { name = "pygments" }, + { name = "pymdown-extensions" }, + { name = "requests" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/f1/cd/c05d3a530ba7934f144fb45f7203cd236adc25c7bdcc34673d202f4b0278/mkdocs_material-9.7.7.tar.gz", hash = "sha256:c0649c065b1b0512d60aad8c10f947f8e455284475239b364b610f2deb4d0855", size = 4097923, upload-time = "2026-07-17T16:21:33.156Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ad/21/17c1bc9e6f47c972ad66fb2ac2568f99f90f1207eeb6fc3b34d094dba7b5/mkdocs_material-9.7.7-py3-none-any.whl", hash = "sha256:8ea9bb1737a5b524a5f9dcf2e1b4ebda8274ae3008aa7845720a97083bef708f", size = 9305438, upload-time = "2026-07-17T16:21:30.017Z" }, +] + +[[package]] +name = "mkdocs-material-extensions" +version = "1.3.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/79/9b/9b4c96d6593b2a541e1cb8b34899a6d021d208bb357042823d4d2cabdbe7/mkdocs_material_extensions-1.3.1.tar.gz", hash = "sha256:10c9511cea88f568257f960358a467d12b970e1f7b2c0e5fb2bb48cab1928443", size = 11847, upload-time = "2023-11-22T19:09:45.208Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5b/54/662a4743aa81d9582ee9339d4ffa3c8fd40a4965e033d77b9da9774d3960/mkdocs_material_extensions-1.3.1-py3-none-any.whl", hash = "sha256:adff8b62700b25cb77b53358dad940f3ef973dd6db797907c49e3c2ef3ab4e31", size = 8728, upload-time = "2023-11-22T19:09:43.465Z" }, +] + +[[package]] +name = "mkdocstrings" +version = "1.0.6" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "jinja2" }, + { name = "markdown" }, + { name = "markupsafe" }, + { name = "mkdocs" }, + { name = "mkdocs-autorefs" }, + { name = "pymdown-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/53/71/f85bdf13355073ae15a7375f09879375a830553552e58c1c4b7e0bbc5c8b/mkdocstrings-1.0.6.tar.gz", hash = "sha256:a0b8c2bdd29a6416c80d717aa369bbf7831946bd9f23c2a66db1b1dbe7693dbd", size = 100649, upload-time = "2026-07-11T19:38:05.732Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5d/5b/4c1902e8bdd5c4db63284e9d101dece4038d4025d6d88850ffe0a1578980/mkdocstrings-1.0.6-py3-none-any.whl", hash = "sha256:2703708697487d1b6d6d7b412e176fa436edf120c1bf81dc9e126b12d00893c7", size = 35787, upload-time = "2026-07-11T19:38:04.417Z" }, +] + +[package.optional-dependencies] +python = [ + { name = "mkdocstrings-python" }, +] + +[[package]] +name = "mkdocstrings-python" +version = "2.0.5" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "griffelib" }, + { name = "mkdocs-autorefs" }, + { name = "mkdocstrings" }, + { name = "typing-extensions", marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/b1/b6/e858701499d57eee8b3fd8e78168083956c6683ddbe727b46758b19e1119/mkdocstrings_python-2.0.5.tar.gz", hash = "sha256:3a4d92556ad39637e88af94a5374213af9a8e3040c3824ceaed04b486c017594", size = 199578, upload-time = "2026-06-19T10:41:08.868Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/fc/10ab7e80650a9c9e8f4f1105f8c8e73567f88ed0c06ada589ab81d38687c/mkdocstrings_python-2.0.5-py3-none-any.whl", hash = "sha256:30c837bbff016549f659fcba6539ac351303f0fd7e713c89a040611072236e9d", size = 104951, upload-time = "2026-06-19T10:41:07.378Z" }, +] + +[[package]] +name = "mypy" +version = "2.3.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "ast-serialize" }, + { name = "librt", marker = "platform_python_implementation != 'PyPy'" }, + { name = "mypy-extensions" }, + { name = "pathspec" }, + { name = "tomli", marker = "python_full_version < '3.11'" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/12/af/4e516a05d3ca2eb9283e9ec45b2c02225c1514dd6da49fd3c9eaa6639370/mypy-2.3.0.tar.gz", hash = "sha256:465965d41cd9a2726694e983e8ce7113259327bec798115d1e1dfa2a52fb666e", size = 3988104, upload-time = "2026-07-13T11:34:53.387Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a9/09/f2f5f45dae0c9a0891e4751a73312730e009395102e5d72a22a976cca41f/mypy-2.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1fa8d916ac3b705af733c4c1e6c9ebe38fd0d52beb15b105c3e8355b55e6ecdc", size = 14927774, upload-time = "2026-07-13T11:28:38.224Z" }, + { url = "https://files.pythonhosted.org/packages/56/b9/345367effd3a6877275a94d481614bfca983f45e028c6290e2cc54603811/mypy-2.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:28e1e2af8cd8fff551fd30f2fe4b03fb76764ac8b1ba6c6a1bd00ad32b412db3", size = 14000127, upload-time = "2026-07-13T11:30:19.57Z" }, + { url = "https://files.pythonhosted.org/packages/99/6c/a10b7a7b9f0a755fb94e27ae834d4cea9ad6c5221f9325eef8f182641feb/mypy-2.3.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3e77244df3843048c3f927182916730e40c124cbaa43905c1fb86cb382aa0805", size = 14229437, upload-time = "2026-07-13T11:28:17.765Z" }, + { url = "https://files.pythonhosted.org/packages/d9/bd/a26a602acb1bbf849fa4bdac4bc657ee2f11c0c2a764a2cc87a5304e865c/mypy-2.3.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9559ab18a9c9957dfa3004ab57cd4bac5f26a724329a9584e583367f0c2e1117", size = 15171457, upload-time = "2026-07-13T11:29:01.834Z" }, + { url = "https://files.pythonhosted.org/packages/7f/14/124f462bef69bcbc90b9358088460b6091954a3e004852fcd9948db617a5/mypy-2.3.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:09abd66d8685e73f8f7d17b847c3e104d9a7b164a8706ea87d6c96a3d45816d5", size = 15478281, upload-time = "2026-07-13T11:32:23.413Z" }, + { url = "https://files.pythonhosted.org/packages/db/a4/8bdca6a8ac8d856d82ed049144af2721245a135c2e8001d3890c93975852/mypy-2.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:5e91adad1ca81742ac7ef9893959911df867752206b37135185e88dfb3c89494", size = 11148008, upload-time = "2026-07-13T11:34:17.332Z" }, + { url = "https://files.pythonhosted.org/packages/83/41/490eea348e60ba50decec20bc750605444149a5d7a8cc560042f90ba2c75/mypy-2.3.0-cp310-cp310-win_arm64.whl", hash = "sha256:6f99ec626e3c3a2f7c0b22c5b90ddb5dabb1c18729c971e9bdaca1f1766d2cee", size = 10142329, upload-time = "2026-07-13T11:32:52.116Z" }, + { url = "https://files.pythonhosted.org/packages/e6/b9/d75b3082b05f1b3028828aeb18e74ae5ab0a0936051bbf1f32f59f654747/mypy-2.3.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3419d00717afbc5265b50dd14b1278f29ea4884dd398ab67873489ac093fd329", size = 14838725, upload-time = "2026-07-13T11:32:44.655Z" }, + { url = "https://files.pythonhosted.org/packages/a9/50/79a65c6ea6e115bc73296038a4543b2d5c91f07912b918a2c616a2514bba/mypy-2.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:cfca8ee88544090f86b6dcce05ec55d66eb48a762412ac2507810ba4bd793b6f", size = 13911128, upload-time = "2026-07-13T11:32:02.021Z" }, + { url = "https://files.pythonhosted.org/packages/90/48/e11ed7716c26953ca321f726e452e374dbf81a6f2b8b212ec02af29b6b8f/mypy-2.3.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:75cbb4b9ef04a0c84a957f07abc4504fbf64b8dcc145675101f2d3a78a4b1d6a", size = 14146742, upload-time = "2026-07-13T11:33:03.313Z" }, + { url = "https://files.pythonhosted.org/packages/06/72/6807565b1c4861ef66f7fdd98b51c61556356eab80235717b46c53bb8627/mypy-2.3.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:982e3d53dd23d0a4cef67dd66791fdbede0cf38f9eb617bf47663554c51e1e36", size = 15081418, upload-time = "2026-07-13T11:31:13.899Z" }, + { url = "https://files.pythonhosted.org/packages/00/80/1ea14c5d80e589e415973db3e47c78c2219a305b808b2b506395342c1d79/mypy-2.3.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:85c5385b93012ffa3b31479ab579aef5415f4f3a32c6cf1ae07a984d2a0ff461", size = 15328164, upload-time = "2026-07-13T11:31:35.723Z" }, + { url = "https://files.pythonhosted.org/packages/37/28/8223157404a3d51920078459c37f80fbdc590e1d8ea049dc5ce48643022a/mypy-2.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:13b1b16e2fa39f3b2e33fb1c468abc7a69369fa2e886b4b87b5afc81472325cd", size = 11136472, upload-time = "2026-07-13T11:27:37.018Z" }, + { url = "https://files.pythonhosted.org/packages/6f/cc/ea27e5959c5f258585a756b252031f3b313583d81b5064b2bebc41d3706b/mypy-2.3.0-cp311-cp311-win_arm64.whl", hash = "sha256:b5cd2f027a972a4a5f2278a11fac9747f5f81a53a30b714d74950b6807e55568", size = 10135800, upload-time = "2026-07-13T11:30:08.92Z" }, + { url = "https://files.pythonhosted.org/packages/dc/94/0e7e592619e2133596a47cdd642534b0456545c218430bd3b9d8fefdd1b1/mypy-2.3.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:2d53fc67b9d28a43c6199077f49fea0f05839e36cf6158500331c9549225e5a5", size = 15026523, upload-time = "2026-07-13T11:34:49.206Z" }, + { url = "https://files.pythonhosted.org/packages/f6/d2/1e1731df090a857df2807177a4626863e5ac0f0256513c35780efe53986f/mypy-2.3.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:fbc00cee7bdbb9291979ddc9d08034a29dfcda4932628c9bbc28c1edd589df0c", size = 14032189, upload-time = "2026-07-13T11:33:57.168Z" }, + { url = "https://files.pythonhosted.org/packages/44/95/cab921f4a806e171f34113e6181dd23c55358ccf6a80741269ef594a410e/mypy-2.3.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:04e617030eca5221909c8b7d8d7fd1c637948199aa2100b2ad9813feb07e1491", size = 14198696, upload-time = "2026-07-13T11:32:12.767Z" }, + { url = "https://files.pythonhosted.org/packages/66/80/e6d008bb19fe446e3662d85e0e2717bf9f2d611a2164fb29d6e067dbf46c/mypy-2.3.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:56c184d2c20ca6b6378d58d1960270a767f41f5e44acbbd27f05effef4f4e1d7", size = 15286904, upload-time = "2026-07-13T11:34:27.594Z" }, + { url = "https://files.pythonhosted.org/packages/db/83/94397c9293608a364aa03e8084fb34ede4ae976a260384b9b52929308135/mypy-2.3.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3961a4a34b05f7c74b0f05aa51fbfe99a2d1e126038df40318d15c8f558b7ef3", size = 15528342, upload-time = "2026-07-13T11:34:07.819Z" }, + { url = "https://files.pythonhosted.org/packages/cf/96/d8b37d819adec6cfccfb1fd3afc1735d94717ddeafb45536db9c6943e09b/mypy-2.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:b1942b9314d4c784b8ea1dbab4972603290e5dd5630f06675f13aec97526bc4c", size = 11218346, upload-time = "2026-07-13T11:28:27.745Z" }, + { url = "https://files.pythonhosted.org/packages/2b/cd/cd9f725b19b19e5b530a154cf9bcf9e94279c5d55b3c34fb42b3aa48ea1b/mypy-2.3.0-cp312-cp312-win_arm64.whl", hash = "sha256:be51653d7669d7d7955d613b8d0bb57d5b652eaf71a873ddf65ac87254dd2595", size = 10204525, upload-time = "2026-07-13T11:31:02.552Z" }, + { url = "https://files.pythonhosted.org/packages/6e/ae/f7d056eb0294586a572d0d0d89580ec633c064db520f11d37d5a2fb833bd/mypy-2.3.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:91ad22a52ae2c7e621c2f67c94d5a17f66b3209a4cff5cf8a573579835c69e97", size = 14947298, upload-time = "2026-07-13T11:27:47.734Z" }, + { url = "https://files.pythonhosted.org/packages/32/d5/db3e7af01e7844d21662c6ddc1f7825ec7cb4053f0391ac02faf3638396f/mypy-2.3.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:99ac767cc5d3b64c8d0ae226ead10c96694f94e4e7da1668642225dcd4e75aac", size = 13950768, upload-time = "2026-07-13T11:27:57.726Z" }, + { url = "https://files.pythonhosted.org/packages/d9/fb/43c031f0190513d1ec248ed037eceb742ddd2a4d74bbf406658a28173837/mypy-2.3.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:de6d2c484742a4d7b0ed6d07b143375624d3b899c5749c7b3c947f56261f48a6", size = 14151586, upload-time = "2026-07-13T11:29:18.615Z" }, + { url = "https://files.pythonhosted.org/packages/ec/c3/f8b2ffc60883084da91be51af58e88a7ffd4ff9795acb7d902ff88d31eb1/mypy-2.3.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7da939dd335cfd2ad788bdfd081c9f4e47634ab995e5a45eb15fd1e5bc052f8b", size = 15227411, upload-time = "2026-07-13T11:30:29.904Z" }, + { url = "https://files.pythonhosted.org/packages/83/2e/16b917fc7adcf03f1aadddfc93aab804ffb234b1ab09c0ffd6d92a5d34a2/mypy-2.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:7247eb2824f996722a949530183394921ca71deb9680052a338cf53cff7925c2", size = 15478790, upload-time = "2026-07-13T11:33:14.686Z" }, + { url = "https://files.pythonhosted.org/packages/c0/88/aaa65a93c73d0cdae7e42f8adb302bf6885bb281302084f99d0290a35347/mypy-2.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:75b0984bb3cbd76bb5c9291a8671f7ae66ca3b51c7584c358fc2e923259f0757", size = 11234919, upload-time = "2026-07-13T11:33:39.28Z" }, + { url = "https://files.pythonhosted.org/packages/35/19/b40de63f1a80e63bc2d40f0679a6a8dbd34e95176c8122119bdf406aa552/mypy-2.3.0-cp313-cp313-win_arm64.whl", hash = "sha256:d78fcf900b59cb7e82cb7e3a235e31b462d9333d92285bd1e4952d355b8ffba1", size = 10201510, upload-time = "2026-07-13T11:31:52.619Z" }, + { url = "https://files.pythonhosted.org/packages/a4/58/fa0ae047da911f540284009b4f44b96fe09d83c076d7c103e9d645f46303/mypy-2.3.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:ea317b060ce83e26050f8f9e4d7d6bf44ed7597c8ff9990bccffbb9d1d8522db", size = 14941909, upload-time = "2026-07-13T11:32:34.332Z" }, + { url = "https://files.pythonhosted.org/packages/15/14/2ba1d61452d7c2a7fe12741e8d374e52b183476b07aa7f9e2a0d02b0720a/mypy-2.3.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:094af99f92638aa92852326188b85a89e50f4a472f44827c03362228482f0762", size = 13967581, upload-time = "2026-07-13T11:30:00.587Z" }, + { url = "https://files.pythonhosted.org/packages/ed/5a/483fb9e5ffbbb1a28dccc7b0a13d141b17ac769b6c9f488c0a0c63698962/mypy-2.3.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:de121747278144fc9ae7caa2e978cf5df12aebc82933182f5b3b86081a30baef", size = 14168807, upload-time = "2026-07-13T11:28:48.6Z" }, + { url = "https://files.pythonhosted.org/packages/ae/77/70d7a10732063beb74ad713682cf871e88f5c5fa39bfc8beff8a524bf9cb/mypy-2.3.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:37fa4de896a84e2dc9200d91e614c22563b43d1a266789d4bbac7b22ebe6192b", size = 15200144, upload-time = "2026-07-13T11:31:25.283Z" }, + { url = "https://files.pythonhosted.org/packages/56/72/766218ac783be4fdfcd699b90037b63017348a3e86fb2c1fbfb18302637d/mypy-2.3.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:f1b3a98dfd21058bc759bb3337d5d1f61d0fdf9f3cf9c00f4291790fb5427bff", size = 15460389, upload-time = "2026-07-13T11:29:29.077Z" }, + { url = "https://files.pythonhosted.org/packages/38/4e/8a9db7411ecb8ec0cb1fd05dba432f28bafffcd38b4e887714a4a0506689/mypy-2.3.0-cp314-cp314-pyemscripten_2026_0_wasm32.whl", hash = "sha256:944c665d984157cb96a679dfb7a4a81dd1d36b24b9c284b699514e6e626b82d4", size = 7753664, upload-time = "2026-07-13T11:29:08.147Z" }, + { url = "https://files.pythonhosted.org/packages/65/4c/c3f8bfd6ed0e5e38b5a244403b27f821d433443df5a15a278417c10a3a3c/mypy-2.3.0-cp314-cp314-win_amd64.whl", hash = "sha256:4359424140d985192c778c1ce2c114a10c1ca58a381ed79cfa70d37df94b299f", size = 11417237, upload-time = "2026-07-13T11:33:47.467Z" }, + { url = "https://files.pythonhosted.org/packages/3c/00/89a32eaf5ccf174bc4f90db0eaea5d70636c01b8d49f384bdab2e8834390/mypy-2.3.0-cp314-cp314-win_arm64.whl", hash = "sha256:3dd0bed92c4bdec57c42505b96416fb9e6a5aa7be84d2809bcd5f2ecec2860d7", size = 10389252, upload-time = "2026-07-13T11:31:43.81Z" }, + { url = "https://files.pythonhosted.org/packages/31/56/104f93d69aa9f339b6b9d3b0a7faa699b8b466c942cf3ae86cc2a2ec0915/mypy-2.3.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:691fdc37132b1ae628d834f672e74de83462d9fb4aff621835767fb43a8dd373", size = 16385495, upload-time = "2026-07-13T11:29:49.818Z" }, + { url = "https://files.pythonhosted.org/packages/d2/03/f1d2123313f55efafdd27706960f43a771c62f1b68426c76043f3ab9ebf3/mypy-2.3.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:aec15d465d477558fd842757b487849007311cf3897849cdda0e3162ac0ac556", size = 15098155, upload-time = "2026-07-13T11:30:40.301Z" }, + { url = "https://files.pythonhosted.org/packages/e5/5d/d5f9200399b445e81726c4f23becee33f233aee81c72680b1ef3a258b641/mypy-2.3.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b352b7e49f5e6576009e8df730e1ff4f915cb565b851b396d2ffe2f5a6f5da88", size = 15514155, upload-time = "2026-07-13T11:34:38.569Z" }, + { url = "https://files.pythonhosted.org/packages/cd/ce/69977c555f08faa3190cfde44189b89dbd56861b1ab97aa18fc5f3a2e4a3/mypy-2.3.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1c6c6bf687b17f90dbfcad95b960d32eaa0154c00da45f03ab50bf8952e047fe", size = 16766351, upload-time = "2026-07-13T11:33:29.195Z" }, + { url = "https://files.pythonhosted.org/packages/bc/92/6648b6caa3ab9e00f9ac0c2a78307805f873dd48139b24a6f6f7c3667bbf/mypy-2.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f4ed18f111bfe2d599bca7468e7f9251042c1c2118f762c8de2766a56d773c60", size = 17043490, upload-time = "2026-07-13T11:30:53.927Z" }, + { url = "https://files.pythonhosted.org/packages/7c/ab/0dc91d80f3f016634c68d451f294a97320fe903a9b6f90b9e57b3f7f1717/mypy-2.3.0-cp314-cp314t-win_amd64.whl", hash = "sha256:0b025a93cffb9781d231f232be07a17912f35f10a313c24f301c81e842870654", size = 12146869, upload-time = "2026-07-13T11:29:38.874Z" }, + { url = "https://files.pythonhosted.org/packages/85/b5/4c964d02634ba81f4d1c84838e5c5b18ab06d13ed568960f5d6318495ccc/mypy-2.3.0-cp314-cp314t-win_arm64.whl", hash = "sha256:adebc76aab4f3495a88b41d48aa4aff0c03f2822501da76625afcca5975f19e5", size = 10965113, upload-time = "2026-07-13T11:28:07.056Z" }, + { url = "https://files.pythonhosted.org/packages/2c/fa/fdc54fe583ba3cafbcedfb70eeeaf03849f75b1827a07096c7bd996f582d/mypy-2.3.0-py3-none-any.whl", hash = "sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88", size = 2753292, upload-time = "2026-07-13T11:33:18.48Z" }, +] + +[[package]] +name = "mypy-extensions" +version = "1.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a2/6e/371856a3fb9d31ca8dac321cda606860fa4548858c0cc45d9d1d4ca2628b/mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558", size = 6343, upload-time = "2025-04-22T14:54:24.164Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505", size = 4963, upload-time = "2025-04-22T14:54:22.983Z" }, +] + +[[package]] +name = "nodeenv" +version = "1.10.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/24/bf/d1bda4f6168e0b2e9e5958945e01910052158313224ada5ce1fb2e1113b8/nodeenv-1.10.0.tar.gz", hash = "sha256:996c191ad80897d076bdfba80a41994c2b47c68e224c542b48feba42ba00f8bb", size = 55611, upload-time = "2025-12-20T14:08:54.006Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/88/b2/d0896bdcdc8d28a7fc5717c305f1a861c26e18c05047949fb371034d98bd/nodeenv-1.10.0-py2.py3-none-any.whl", hash = "sha256:5bb13e3eed2923615535339b3c620e76779af4cb4c6a90deccc9e36b274d3827", size = 23438, upload-time = "2025-12-20T14:08:52.782Z" }, +] + +[[package]] +name = "numba" +version = "0.67.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "llvmlite" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "numpy", version = "2.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/7a/90/2544f4e3a61e501d6c9a5418fd4b905323222693d54a02cab0106a0af865/numba-0.67.0.tar.gz", hash = "sha256:cd75aa535b33fa05d9d930b1ae8af9f97a2881e96d72dfb38ec9b78284d9f851", size = 2836515, upload-time = "2026-08-11T23:04:00.174Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/af/2e/6e72b3edbb7c7d6b44b2ca9e1b62e91997415d181541ef47fc6957c59bf2/numba-0.67.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:8c0e88acd4341ddf40779db3c0228b9188aca7fcab5f5f3ce9949a1fc71e9a02", size = 2745135, upload-time = "2026-08-11T23:03:08.321Z" }, + { url = "https://files.pythonhosted.org/packages/e5/17/5358f24235ef1a5a80b7e28f3e1baa886c0bcf07dc68557009284e6ba698/numba-0.67.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d6c8e9ba3f9602471e8c6f563ffcce8db8046741f0bafb782a052e41dc6b6861", size = 3821881, upload-time = "2026-08-11T23:03:11.172Z" }, + { url = "https://files.pythonhosted.org/packages/0e/18/2f00694248e32c53812baf3d36a7c656dbdd667c6993087b3da068f74b02/numba-0.67.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:694c81c6560b2b47e5fc1dc39c29175b907adf862d9af0af801453400a022a61", size = 3528397, upload-time = "2026-08-11T23:03:13.107Z" }, + { url = "https://files.pythonhosted.org/packages/7f/39/4175b074929938011bd4b564beb4e0fcffd46252e01f60602b57ffb02b06/numba-0.67.0-cp310-cp310-win_amd64.whl", hash = "sha256:ed333e0af4386294e7f03e550e01411856b6935e717d859225e0a7338c6b6795", size = 2815861, upload-time = "2026-08-11T23:03:15.072Z" }, + { url = "https://files.pythonhosted.org/packages/8c/ed/55ba4e54ee878396de6b18e6533cc4a92fa519e8c82d55cf40f98c0a6831/numba-0.67.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:3fa3d1b27f96f2c0d54513d953d7197886aa1eaa7d2439a0eedc44d993fb181a", size = 2744821, upload-time = "2026-08-11T23:03:17.321Z" }, + { url = "https://files.pythonhosted.org/packages/be/78/3f3c45dbaec3cf02bbb1825731beca50f591227e95143d6bd7a64897641c/numba-0.67.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8c80c847301dc33dc8f84a97a952004023d9a05578ae4512b087176264cc1960", size = 3827182, upload-time = "2026-08-11T23:03:19.684Z" }, + { url = "https://files.pythonhosted.org/packages/a5/24/4e70cb86534283d859c3aea2302da523e41539b98dd6c3c4d0a42af95cda/numba-0.67.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e7a7b0121466f1e9a8a074b0545fe90e16389623abf979b5d7c299dca1294d7e", size = 3532817, upload-time = "2026-08-11T23:03:22.06Z" }, + { url = "https://files.pythonhosted.org/packages/26/4d/23dab7f4233be0fc34f54a169ed85238467cd24d8adf2498e5c12ea19dc7/numba-0.67.0-cp311-cp311-win_amd64.whl", hash = "sha256:cfba1ac34f0363fb1a250a10e97240780d11e05227892f7286b26fbfd0ad58ce", size = 2815700, upload-time = "2026-08-11T23:03:23.812Z" }, + { url = "https://files.pythonhosted.org/packages/0d/58/915cddba90010348ed0444451132fdde9b000bcbaff1582029b5bf115d11/numba-0.67.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:6004d8d5f28d4028687fb2d972d629295b13685943bd2ed5cd8810c3b848e219", size = 2745050, upload-time = "2026-08-11T23:03:25.607Z" }, + { url = "https://files.pythonhosted.org/packages/bb/38/926757caaac18a66f057d7544a63620bf360a07d281c9f7ecadd2aa83963/numba-0.67.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f63d43db06b4756424d6d2484737c902e0ae944a0eec3e8b0b4de2c695b15caa", size = 3884596, upload-time = "2026-08-11T23:03:27.688Z" }, + { url = "https://files.pythonhosted.org/packages/4d/6d/58291dc58da39d98b32db7f044729f6d8d4920cd9622fbab3179b54ff4c4/numba-0.67.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:76d3335aaeffb9dc88309420890e73497a00be08a7530441bc2b58ffe025bfa5", size = 3585290, upload-time = "2026-08-11T23:03:29.684Z" }, + { url = "https://files.pythonhosted.org/packages/6e/63/ab21828b4056afed71f9ecb40f4de26c2c19de731cc001961aca74b79464/numba-0.67.0-cp312-cp312-win_amd64.whl", hash = "sha256:50e2b72406c18cda5dd7431b0082cb85ea94e06c64c33607248fc8bef92cfb81", size = 2815645, upload-time = "2026-08-11T23:03:31.732Z" }, + { url = "https://files.pythonhosted.org/packages/49/dd/bd9fe772f6c84597b76cac229b3f2890f01a2c64fd70e48ceaae10dd65cb/numba-0.67.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:77e1c7173fee57a0d84e006c7e70346689d6cb3e7db503489bae58646b4eff7b", size = 2744872, upload-time = "2026-08-11T23:03:33.649Z" }, + { url = "https://files.pythonhosted.org/packages/a1/1c/c05609739cc41116d36e30cb2b41fb00f126bb52e1b0bac907051ad8a35d/numba-0.67.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9c4953387c77864b596d8296e2cfbdef82b0eea4166ab4864b05d226c51143e0", size = 3892004, upload-time = "2026-08-11T23:03:35.797Z" }, + { url = "https://files.pythonhosted.org/packages/4a/77/a5276ad4178250403e0e2251f3e1f8ac18feac779b0474a8bcb08558490d/numba-0.67.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:88f6e0f5cb6c545e158b6ef0496c01b6d6958a7ccc6634a1576a94bbbab29ff2", size = 3591878, upload-time = "2026-08-11T23:03:37.845Z" }, + { url = "https://files.pythonhosted.org/packages/0f/80/d48f0ba7442516ceb5a1585f0c81d3aa531bc96bfcabcd9f8f925768c426/numba-0.67.0-cp313-cp313-win_amd64.whl", hash = "sha256:b68ad5125fe245339cc8dcc036081fc1ea482c5063387b9612a76ccd83dc91cd", size = 2815504, upload-time = "2026-08-11T23:03:39.736Z" }, + { url = "https://files.pythonhosted.org/packages/d7/16/345b1e4774a08247aafcfdb93d4e8d24a3646366cbe72de33053fc0de1b5/numba-0.67.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:f99f880ff25f418a67f9a1d00d0ddfbc63430f627b523e515085a592a7567f4b", size = 2745088, upload-time = "2026-08-11T23:03:41.864Z" }, + { url = "https://files.pythonhosted.org/packages/1b/36/e614ba2bc0f005ed0f37a6413f08fe705210297ddb9a37a475a8b9fdab61/numba-0.67.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5269245a675abdd3e2c35ec6bb2f250355effa9032514d8f2354f0d2d10854bd", size = 3861040, upload-time = "2026-08-11T23:03:43.842Z" }, + { url = "https://files.pythonhosted.org/packages/40/90/30c42a1dbc4176cf355e8e8be61803732c55597b1332925fe233912a43d9/numba-0.67.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f074a8e23db78490f11a3930c940be758316c10ac5985be83d2f298dc080acf7", size = 3561811, upload-time = "2026-08-11T23:03:46.037Z" }, + { url = "https://files.pythonhosted.org/packages/18/6d/21bd16f770476e394c5e5f504935817967442a71251d6b86c244a2767980/numba-0.67.0-cp314-cp314-win_amd64.whl", hash = "sha256:4d576e62bf2c9370f61312b51573c4bb1f3fe96798bbab56730847a368a316c4", size = 2817421, upload-time = "2026-08-11T23:03:47.922Z" }, + { url = "https://files.pythonhosted.org/packages/95/06/bb41b0e59b9ff52c94a2f01db24f6437df058caebb377b5f372fc343a6a2/numba-0.67.0-cp314-cp314-win_arm64.whl", hash = "sha256:7930748ce8355d2a5a28602abab056a61fdc676d17377f27d17993905428171f", size = 2788885, upload-time = "2026-08-11T23:03:49.967Z" }, + { url = "https://files.pythonhosted.org/packages/10/7c/aa07151fbd0f4283f78de437cc196f9084789be89a2b4de3fdc2f6a4b414/numba-0.67.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:4a2ed006635bbd0fe45681ed49f3b4f4bad1abf0c233bcc5842c9e3a34cabd61", size = 2748150, upload-time = "2026-08-11T23:03:51.755Z" }, + { url = "https://files.pythonhosted.org/packages/74/62/b8174ca95a4cc1a7ba1520767734e016991545590b8fbde521b681701a9f/numba-0.67.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:aa5f002f665bec321b950dacaa26ee009e1d720f6ac9d9856eed5efe1caa03a6", size = 3896986, upload-time = "2026-08-11T23:03:53.752Z" }, + { url = "https://files.pythonhosted.org/packages/8c/f9/3a7b6dbf81e01a48958b45ad2239edbc64707522ab17f11f9f18c44bf6d1/numba-0.67.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:83ab968b0e0fa744eba03351282dd8000796e6ec8e4518f47bd3ed86c0a20c7b", size = 3614644, upload-time = "2026-08-11T23:03:55.794Z" }, + { url = "https://files.pythonhosted.org/packages/d9/5b/248f5681c121ca853a9f4e39d342a3e01b8a0261b0275853eb3d0d56aa20/numba-0.67.0-cp314-cp314t-win_amd64.whl", hash = "sha256:00c964a5b94d3ae82d83ac162cd610755875b98dadb779fdde06e6bfcdbca47e", size = 2822870, upload-time = "2026-08-11T23:03:58.097Z" }, +] + +[[package]] +name = "numpy" +version = "2.2.6" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.11'", +] +sdist = { url = "https://files.pythonhosted.org/packages/76/21/7d2a95e4bba9dc13d043ee156a356c0a8f0c6309dff6b21b4d71a073b8a8/numpy-2.2.6.tar.gz", hash = "sha256:e29554e2bef54a90aa5cc07da6ce955accb83f21ab5de01a62c8478897b264fd", size = 20276440, upload-time = "2025-05-17T22:38:04.611Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9a/3e/ed6db5be21ce87955c0cbd3009f2803f59fa08df21b5df06862e2d8e2bdd/numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb", size = 21165245, upload-time = "2025-05-17T21:27:58.555Z" }, + { url = "https://files.pythonhosted.org/packages/22/c2/4b9221495b2a132cc9d2eb862e21d42a009f5a60e45fc44b00118c174bff/numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90", size = 14360048, upload-time = "2025-05-17T21:28:21.406Z" }, + { url = "https://files.pythonhosted.org/packages/fd/77/dc2fcfc66943c6410e2bf598062f5959372735ffda175b39906d54f02349/numpy-2.2.6-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:37e990a01ae6ec7fe7fa1c26c55ecb672dd98b19c3d0e1d1f326fa13cb38d163", size = 5340542, upload-time = "2025-05-17T21:28:30.931Z" }, + { url = "https://files.pythonhosted.org/packages/7a/4f/1cb5fdc353a5f5cc7feb692db9b8ec2c3d6405453f982435efc52561df58/numpy-2.2.6-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:5a6429d4be8ca66d889b7cf70f536a397dc45ba6faeb5f8c5427935d9592e9cf", size = 6878301, upload-time = "2025-05-17T21:28:41.613Z" }, + { url = "https://files.pythonhosted.org/packages/eb/17/96a3acd228cec142fcb8723bd3cc39c2a474f7dcf0a5d16731980bcafa95/numpy-2.2.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:efd28d4e9cd7d7a8d39074a4d44c63eda73401580c5c76acda2ce969e0a38e83", size = 14297320, upload-time = "2025-05-17T21:29:02.78Z" }, + { url = "https://files.pythonhosted.org/packages/b4/63/3de6a34ad7ad6646ac7d2f55ebc6ad439dbbf9c4370017c50cf403fb19b5/numpy-2.2.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc7b73d02efb0e18c000e9ad8b83480dfcd5dfd11065997ed4c6747470ae8915", size = 16801050, upload-time = "2025-05-17T21:29:27.675Z" }, + { url = "https://files.pythonhosted.org/packages/07/b6/89d837eddef52b3d0cec5c6ba0456c1bf1b9ef6a6672fc2b7873c3ec4e2e/numpy-2.2.6-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:74d4531beb257d2c3f4b261bfb0fc09e0f9ebb8842d82a7b4209415896adc680", size = 15807034, upload-time = "2025-05-17T21:29:51.102Z" }, + { url = "https://files.pythonhosted.org/packages/01/c8/dc6ae86e3c61cfec1f178e5c9f7858584049b6093f843bca541f94120920/numpy-2.2.6-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8fc377d995680230e83241d8a96def29f204b5782f371c532579b4f20607a289", size = 18614185, upload-time = "2025-05-17T21:30:18.703Z" }, + { url = "https://files.pythonhosted.org/packages/5b/c5/0064b1b7e7c89137b471ccec1fd2282fceaae0ab3a9550f2568782d80357/numpy-2.2.6-cp310-cp310-win32.whl", hash = "sha256:b093dd74e50a8cba3e873868d9e93a85b78e0daf2e98c6797566ad8044e8363d", size = 6527149, upload-time = "2025-05-17T21:30:29.788Z" }, + { url = "https://files.pythonhosted.org/packages/a3/dd/4b822569d6b96c39d1215dbae0582fd99954dcbcf0c1a13c61783feaca3f/numpy-2.2.6-cp310-cp310-win_amd64.whl", hash = "sha256:f0fd6321b839904e15c46e0d257fdd101dd7f530fe03fd6359c1ea63738703f3", size = 12904620, upload-time = "2025-05-17T21:30:48.994Z" }, + { url = "https://files.pythonhosted.org/packages/da/a8/4f83e2aa666a9fbf56d6118faaaf5f1974d456b1823fda0a176eff722839/numpy-2.2.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f9f1adb22318e121c5c69a09142811a201ef17ab257a1e66ca3025065b7f53ae", size = 21176963, upload-time = "2025-05-17T21:31:19.36Z" }, + { url = "https://files.pythonhosted.org/packages/b3/2b/64e1affc7972decb74c9e29e5649fac940514910960ba25cd9af4488b66c/numpy-2.2.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c820a93b0255bc360f53eca31a0e676fd1101f673dda8da93454a12e23fc5f7a", size = 14406743, upload-time = "2025-05-17T21:31:41.087Z" }, + { url = "https://files.pythonhosted.org/packages/4a/9f/0121e375000b5e50ffdd8b25bf78d8e1a5aa4cca3f185d41265198c7b834/numpy-2.2.6-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:3d70692235e759f260c3d837193090014aebdf026dfd167834bcba43e30c2a42", size = 5352616, upload-time = "2025-05-17T21:31:50.072Z" }, + { url = "https://files.pythonhosted.org/packages/31/0d/b48c405c91693635fbe2dcd7bc84a33a602add5f63286e024d3b6741411c/numpy-2.2.6-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:481b49095335f8eed42e39e8041327c05b0f6f4780488f61286ed3c01368d491", size = 6889579, upload-time = "2025-05-17T21:32:01.712Z" }, + { url = "https://files.pythonhosted.org/packages/52/b8/7f0554d49b565d0171eab6e99001846882000883998e7b7d9f0d98b1f934/numpy-2.2.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b64d8d4d17135e00c8e346e0a738deb17e754230d7e0810ac5012750bbd85a5a", size = 14312005, upload-time = "2025-05-17T21:32:23.332Z" }, + { url = "https://files.pythonhosted.org/packages/b3/dd/2238b898e51bd6d389b7389ffb20d7f4c10066d80351187ec8e303a5a475/numpy-2.2.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba10f8411898fc418a521833e014a77d3ca01c15b0c6cdcce6a0d2897e6dbbdf", size = 16821570, upload-time = "2025-05-17T21:32:47.991Z" }, + { url = "https://files.pythonhosted.org/packages/83/6c/44d0325722cf644f191042bf47eedad61c1e6df2432ed65cbe28509d404e/numpy-2.2.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:bd48227a919f1bafbdda0583705e547892342c26fb127219d60a5c36882609d1", size = 15818548, upload-time = "2025-05-17T21:33:11.728Z" }, + { url = "https://files.pythonhosted.org/packages/ae/9d/81e8216030ce66be25279098789b665d49ff19eef08bfa8cb96d4957f422/numpy-2.2.6-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9551a499bf125c1d4f9e250377c1ee2eddd02e01eac6644c080162c0c51778ab", size = 18620521, upload-time = "2025-05-17T21:33:39.139Z" }, + { url = "https://files.pythonhosted.org/packages/6a/fd/e19617b9530b031db51b0926eed5345ce8ddc669bb3bc0044b23e275ebe8/numpy-2.2.6-cp311-cp311-win32.whl", hash = "sha256:0678000bb9ac1475cd454c6b8c799206af8107e310843532b04d49649c717a47", size = 6525866, upload-time = "2025-05-17T21:33:50.273Z" }, + { url = "https://files.pythonhosted.org/packages/31/0a/f354fb7176b81747d870f7991dc763e157a934c717b67b58456bc63da3df/numpy-2.2.6-cp311-cp311-win_amd64.whl", hash = "sha256:e8213002e427c69c45a52bbd94163084025f533a55a59d6f9c5b820774ef3303", size = 12907455, upload-time = "2025-05-17T21:34:09.135Z" }, + { url = "https://files.pythonhosted.org/packages/82/5d/c00588b6cf18e1da539b45d3598d3557084990dcc4331960c15ee776ee41/numpy-2.2.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:41c5a21f4a04fa86436124d388f6ed60a9343a6f767fced1a8a71c3fbca038ff", size = 20875348, upload-time = "2025-05-17T21:34:39.648Z" }, + { url = "https://files.pythonhosted.org/packages/66/ee/560deadcdde6c2f90200450d5938f63a34b37e27ebff162810f716f6a230/numpy-2.2.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:de749064336d37e340f640b05f24e9e3dd678c57318c7289d222a8a2f543e90c", size = 14119362, upload-time = "2025-05-17T21:35:01.241Z" }, + { url = "https://files.pythonhosted.org/packages/3c/65/4baa99f1c53b30adf0acd9a5519078871ddde8d2339dc5a7fde80d9d87da/numpy-2.2.6-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:894b3a42502226a1cac872f840030665f33326fc3dac8e57c607905773cdcde3", size = 5084103, upload-time = "2025-05-17T21:35:10.622Z" }, + { url = "https://files.pythonhosted.org/packages/cc/89/e5a34c071a0570cc40c9a54eb472d113eea6d002e9ae12bb3a8407fb912e/numpy-2.2.6-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:71594f7c51a18e728451bb50cc60a3ce4e6538822731b2933209a1f3614e9282", size = 6625382, upload-time = "2025-05-17T21:35:21.414Z" }, + { url = "https://files.pythonhosted.org/packages/f8/35/8c80729f1ff76b3921d5c9487c7ac3de9b2a103b1cd05e905b3090513510/numpy-2.2.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f2618db89be1b4e05f7a1a847a9c1c0abd63e63a1607d892dd54668dd92faf87", size = 14018462, upload-time = "2025-05-17T21:35:42.174Z" }, + { url = "https://files.pythonhosted.org/packages/8c/3d/1e1db36cfd41f895d266b103df00ca5b3cbe965184df824dec5c08c6b803/numpy-2.2.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd83c01228a688733f1ded5201c678f0c53ecc1006ffbc404db9f7a899ac6249", size = 16527618, upload-time = "2025-05-17T21:36:06.711Z" }, + { url = "https://files.pythonhosted.org/packages/61/c6/03ed30992602c85aa3cd95b9070a514f8b3c33e31124694438d88809ae36/numpy-2.2.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:37c0ca431f82cd5fa716eca9506aefcabc247fb27ba69c5062a6d3ade8cf8f49", size = 15505511, upload-time = "2025-05-17T21:36:29.965Z" }, + { url = "https://files.pythonhosted.org/packages/b7/25/5761d832a81df431e260719ec45de696414266613c9ee268394dd5ad8236/numpy-2.2.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:fe27749d33bb772c80dcd84ae7e8df2adc920ae8297400dabec45f0dedb3f6de", size = 18313783, upload-time = "2025-05-17T21:36:56.883Z" }, + { url = "https://files.pythonhosted.org/packages/57/0a/72d5a3527c5ebffcd47bde9162c39fae1f90138c961e5296491ce778e682/numpy-2.2.6-cp312-cp312-win32.whl", hash = "sha256:4eeaae00d789f66c7a25ac5f34b71a7035bb474e679f410e5e1a94deb24cf2d4", size = 6246506, upload-time = "2025-05-17T21:37:07.368Z" }, + { url = "https://files.pythonhosted.org/packages/36/fa/8c9210162ca1b88529ab76b41ba02d433fd54fecaf6feb70ef9f124683f1/numpy-2.2.6-cp312-cp312-win_amd64.whl", hash = "sha256:c1f9540be57940698ed329904db803cf7a402f3fc200bfe599334c9bd84a40b2", size = 12614190, upload-time = "2025-05-17T21:37:26.213Z" }, + { url = "https://files.pythonhosted.org/packages/f9/5c/6657823f4f594f72b5471f1db1ab12e26e890bb2e41897522d134d2a3e81/numpy-2.2.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0811bb762109d9708cca4d0b13c4f67146e3c3b7cf8d34018c722adb2d957c84", size = 20867828, upload-time = "2025-05-17T21:37:56.699Z" }, + { url = "https://files.pythonhosted.org/packages/dc/9e/14520dc3dadf3c803473bd07e9b2bd1b69bc583cb2497b47000fed2fa92f/numpy-2.2.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:287cc3162b6f01463ccd86be154f284d0893d2b3ed7292439ea97eafa8170e0b", size = 14143006, upload-time = "2025-05-17T21:38:18.291Z" }, + { url = "https://files.pythonhosted.org/packages/4f/06/7e96c57d90bebdce9918412087fc22ca9851cceaf5567a45c1f404480e9e/numpy-2.2.6-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:f1372f041402e37e5e633e586f62aa53de2eac8d98cbfb822806ce4bbefcb74d", size = 5076765, upload-time = "2025-05-17T21:38:27.319Z" }, + { url = "https://files.pythonhosted.org/packages/73/ed/63d920c23b4289fdac96ddbdd6132e9427790977d5457cd132f18e76eae0/numpy-2.2.6-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:55a4d33fa519660d69614a9fad433be87e5252f4b03850642f88993f7b2ca566", size = 6617736, upload-time = "2025-05-17T21:38:38.141Z" }, + { url = "https://files.pythonhosted.org/packages/85/c5/e19c8f99d83fd377ec8c7e0cf627a8049746da54afc24ef0a0cb73d5dfb5/numpy-2.2.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f92729c95468a2f4f15e9bb94c432a9229d0d50de67304399627a943201baa2f", size = 14010719, upload-time = "2025-05-17T21:38:58.433Z" }, + { url = "https://files.pythonhosted.org/packages/19/49/4df9123aafa7b539317bf6d342cb6d227e49f7a35b99c287a6109b13dd93/numpy-2.2.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1bc23a79bfabc5d056d106f9befb8d50c31ced2fbc70eedb8155aec74a45798f", size = 16526072, upload-time = "2025-05-17T21:39:22.638Z" }, + { url = "https://files.pythonhosted.org/packages/b2/6c/04b5f47f4f32f7c2b0e7260442a8cbcf8168b0e1a41ff1495da42f42a14f/numpy-2.2.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:e3143e4451880bed956e706a3220b4e5cf6172ef05fcc397f6f36a550b1dd868", size = 15503213, upload-time = "2025-05-17T21:39:45.865Z" }, + { url = "https://files.pythonhosted.org/packages/17/0a/5cd92e352c1307640d5b6fec1b2ffb06cd0dabe7d7b8227f97933d378422/numpy-2.2.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b4f13750ce79751586ae2eb824ba7e1e8dba64784086c98cdbbcc6a42112ce0d", size = 18316632, upload-time = "2025-05-17T21:40:13.331Z" }, + { url = "https://files.pythonhosted.org/packages/f0/3b/5cba2b1d88760ef86596ad0f3d484b1cbff7c115ae2429678465057c5155/numpy-2.2.6-cp313-cp313-win32.whl", hash = "sha256:5beb72339d9d4fa36522fc63802f469b13cdbe4fdab4a288f0c441b74272ebfd", size = 6244532, upload-time = "2025-05-17T21:43:46.099Z" }, + { url = "https://files.pythonhosted.org/packages/cb/3b/d58c12eafcb298d4e6d0d40216866ab15f59e55d148a5658bb3132311fcf/numpy-2.2.6-cp313-cp313-win_amd64.whl", hash = "sha256:b0544343a702fa80c95ad5d3d608ea3599dd54d4632df855e4c8d24eb6ecfa1c", size = 12610885, upload-time = "2025-05-17T21:44:05.145Z" }, + { url = "https://files.pythonhosted.org/packages/6b/9e/4bf918b818e516322db999ac25d00c75788ddfd2d2ade4fa66f1f38097e1/numpy-2.2.6-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0bca768cd85ae743b2affdc762d617eddf3bcf8724435498a1e80132d04879e6", size = 20963467, upload-time = "2025-05-17T21:40:44Z" }, + { url = "https://files.pythonhosted.org/packages/61/66/d2de6b291507517ff2e438e13ff7b1e2cdbdb7cb40b3ed475377aece69f9/numpy-2.2.6-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:fc0c5673685c508a142ca65209b4e79ed6740a4ed6b2267dbba90f34b0b3cfda", size = 14225144, upload-time = "2025-05-17T21:41:05.695Z" }, + { url = "https://files.pythonhosted.org/packages/e4/25/480387655407ead912e28ba3a820bc69af9adf13bcbe40b299d454ec011f/numpy-2.2.6-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:5bd4fc3ac8926b3819797a7c0e2631eb889b4118a9898c84f585a54d475b7e40", size = 5200217, upload-time = "2025-05-17T21:41:15.903Z" }, + { url = "https://files.pythonhosted.org/packages/aa/4a/6e313b5108f53dcbf3aca0c0f3e9c92f4c10ce57a0a721851f9785872895/numpy-2.2.6-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:fee4236c876c4e8369388054d02d0e9bb84821feb1a64dd59e137e6511a551f8", size = 6712014, upload-time = "2025-05-17T21:41:27.321Z" }, + { url = "https://files.pythonhosted.org/packages/b7/30/172c2d5c4be71fdf476e9de553443cf8e25feddbe185e0bd88b096915bcc/numpy-2.2.6-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e1dda9c7e08dc141e0247a5b8f49cf05984955246a327d4c48bda16821947b2f", size = 14077935, upload-time = "2025-05-17T21:41:49.738Z" }, + { url = "https://files.pythonhosted.org/packages/12/fb/9e743f8d4e4d3c710902cf87af3512082ae3d43b945d5d16563f26ec251d/numpy-2.2.6-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f447e6acb680fd307f40d3da4852208af94afdfab89cf850986c3ca00562f4fa", size = 16600122, upload-time = "2025-05-17T21:42:14.046Z" }, + { url = "https://files.pythonhosted.org/packages/12/75/ee20da0e58d3a66f204f38916757e01e33a9737d0b22373b3eb5a27358f9/numpy-2.2.6-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:389d771b1623ec92636b0786bc4ae56abafad4a4c513d36a55dce14bd9ce8571", size = 15586143, upload-time = "2025-05-17T21:42:37.464Z" }, + { url = "https://files.pythonhosted.org/packages/76/95/bef5b37f29fc5e739947e9ce5179ad402875633308504a52d188302319c8/numpy-2.2.6-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8e9ace4a37db23421249ed236fdcdd457d671e25146786dfc96835cd951aa7c1", size = 18385260, upload-time = "2025-05-17T21:43:05.189Z" }, + { url = "https://files.pythonhosted.org/packages/09/04/f2f83279d287407cf36a7a8053a5abe7be3622a4363337338f2585e4afda/numpy-2.2.6-cp313-cp313t-win32.whl", hash = "sha256:038613e9fb8c72b0a41f025a7e4c3f0b7a1b5d768ece4796b674c8f3fe13efff", size = 6377225, upload-time = "2025-05-17T21:43:16.254Z" }, + { url = "https://files.pythonhosted.org/packages/67/0e/35082d13c09c02c011cf21570543d202ad929d961c02a147493cb0c2bdf5/numpy-2.2.6-cp313-cp313t-win_amd64.whl", hash = "sha256:6031dd6dfecc0cf9f668681a37648373bddd6421fff6c66ec1624eed0180ee06", size = 12771374, upload-time = "2025-05-17T21:43:35.479Z" }, + { url = "https://files.pythonhosted.org/packages/9e/3b/d94a75f4dbf1ef5d321523ecac21ef23a3cd2ac8b78ae2aac40873590229/numpy-2.2.6-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0b605b275d7bd0c640cad4e5d30fa701a8d59302e127e5f79138ad62762c3e3d", size = 21040391, upload-time = "2025-05-17T21:44:35.948Z" }, + { url = "https://files.pythonhosted.org/packages/17/f4/09b2fa1b58f0fb4f7c7963a1649c64c4d315752240377ed74d9cd878f7b5/numpy-2.2.6-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:7befc596a7dc9da8a337f79802ee8adb30a552a94f792b9c9d18c840055907db", size = 6786754, upload-time = "2025-05-17T21:44:47.446Z" }, + { url = "https://files.pythonhosted.org/packages/af/30/feba75f143bdc868a1cc3f44ccfa6c4b9ec522b36458e738cd00f67b573f/numpy-2.2.6-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce47521a4754c8f4593837384bd3424880629f718d87c5d44f8ed763edd63543", size = 16643476, upload-time = "2025-05-17T21:45:11.871Z" }, + { url = "https://files.pythonhosted.org/packages/37/48/ac2a9584402fb6c0cd5b5d1a91dcf176b15760130dd386bbafdbfe3640bf/numpy-2.2.6-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:d042d24c90c41b54fd506da306759e06e568864df8ec17ccc17e9e884634fd00", size = 12812666, upload-time = "2025-05-17T21:45:31.426Z" }, +] + +[[package]] +name = "numpy" +version = "2.4.6" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", +] +sdist = { url = "https://files.pythonhosted.org/packages/d0/ad/fed0499ce6a338d2a03ebae59cd15093910c8875328855781952abf6c2fe/numpy-2.4.6.tar.gz", hash = "sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda", size = 20735807, upload-time = "2026-05-18T23:37:14.07Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b3/49/ec46835a70be8fa6446c495126ac84fdb28cb2558e1620ffb87a10c8b64c/numpy-2.4.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4", size = 16969194, upload-time = "2026-05-18T23:33:13.503Z" }, + { url = "https://files.pythonhosted.org/packages/0e/0d/f5957185c0ee2f3e12f78715aa9e3b353fd83633316c8532b38faa37e3f6/numpy-2.4.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:110f8b71aacb688ec69062bb7f6938a0f8acb01b7c1c4beb453c65b6d234584d", size = 14964111, upload-time = "2026-05-18T23:33:17.795Z" }, + { url = "https://files.pythonhosted.org/packages/ad/40/40a40ee0ddf7ceb782c49af278894b686e586d65d8c1889c8b5da01a3d7d/numpy-2.4.6-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:4cfe66903cc32a9921a6733d96b19bb6abf310397581bbad89c228f5abaf0ee8", size = 5469159, upload-time = "2026-05-18T23:33:20.654Z" }, + { url = "https://files.pythonhosted.org/packages/63/13/f9a8046535cb21deae82f8d03de9617e08882d274fad2539630761888228/numpy-2.4.6-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:8155154c7c691289fe18f510b5d4657c68c67989f293f0535a91360392ff6538", size = 6798936, upload-time = "2026-05-18T23:33:22.987Z" }, + { url = "https://files.pythonhosted.org/packages/33/a8/6fa8c1a345a8c85dbb21932c447bee07c30a2c2a3f31e369c0a84b300147/numpy-2.4.6-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0ab0a9c4ffb1a6d95ef519fe4247dba8eb6b18ad93999f76b7f657039acabd47", size = 15966692, upload-time = "2026-05-18T23:33:26.62Z" }, + { url = "https://files.pythonhosted.org/packages/02/03/74fe2a4cb3817d94d86402f2506554130a2f01414e299b5a843e5a8a957f/numpy-2.4.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:89cd468399cfd2504718f0ba50e410dca55a170b61a02ad92bb18c8a65186e93", size = 16918164, upload-time = "2026-05-18T23:33:29.955Z" }, + { url = "https://files.pythonhosted.org/packages/c5/80/3615be3313f7e7696609bc194b9f0101da809df79e859bdb84e0cd043f46/numpy-2.4.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8", size = 17322877, upload-time = "2026-05-18T23:33:34.724Z" }, + { url = "https://files.pythonhosted.org/packages/ca/ac/a691e0fe2675e370d0e08ff905adc49a1c8830e8cae03efe4477e92cd55d/numpy-2.4.6-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6", size = 18651487, upload-time = "2026-05-18T23:33:38.217Z" }, + { url = "https://files.pythonhosted.org/packages/15/a7/9bc1cd626d7bf6869bfedf27b91b6ab5dd607758bf8e959d6fa80c6a59cb/numpy-2.4.6-cp311-cp311-win32.whl", hash = "sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8", size = 6233945, upload-time = "2026-05-18T23:33:41.331Z" }, + { url = "https://files.pythonhosted.org/packages/c5/31/7fc6239c12bce7e931463251cca4426c465e1876ba3cc785402ef4dd8f4e/numpy-2.4.6-cp311-cp311-win_amd64.whl", hash = "sha256:1e254a00cdf42b1e4d5b3d68d33af63268d41340d8885df2ab6470f2e1500147", size = 12608406, upload-time = "2026-05-18T23:33:44.131Z" }, + { url = "https://files.pythonhosted.org/packages/27/83/140f85a466595a16382996a1bf06b2b54bcd597488921b0c9daaeeda72af/numpy-2.4.6-cp311-cp311-win_arm64.whl", hash = "sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577", size = 10479528, upload-time = "2026-05-18T23:33:50.725Z" }, + { url = "https://files.pythonhosted.org/packages/95/2a/3d7b5ac8aac24feaf9ad7ed58f45b0bbc06d37e4338ae84c9f2298b570f9/numpy-2.4.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1", size = 16689119, upload-time = "2026-05-18T23:33:54.065Z" }, + { url = "https://files.pythonhosted.org/packages/ea/12/92c4c131527599e8288d6918e888d88726f84d805d784b771f32408aeaef/numpy-2.4.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb", size = 14699246, upload-time = "2026-05-18T23:33:57.621Z" }, + { url = "https://files.pythonhosted.org/packages/ad/fe/c0a6b7b2ca128a8fb228575147073b660656734b8ebe4d76c8fd748dcc79/numpy-2.4.6-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:3213d622a0283a39a93d188f3cf72b26862df52fbb4ca3697f51705016523d41", size = 5204410, upload-time = "2026-05-18T23:34:00.302Z" }, + { url = "https://files.pythonhosted.org/packages/f3/d4/9770d14ba719432bb90a421bfd443872ed0f70f7264b64bec12ea363d5fd/numpy-2.4.6-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:357cc07a6d7b0b182ff02249616a03742827ebb1277546b5c7cd7f7620a45698", size = 6551240, upload-time = "2026-05-18T23:34:02.852Z" }, + { url = "https://files.pythonhosted.org/packages/c9/c6/50a46a6205feba2343f1d6d17438107c5dc491ed1c736e6ea68689fd906b/numpy-2.4.6-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f", size = 15671012, upload-time = "2026-05-18T23:34:05.485Z" }, + { url = "https://files.pythonhosted.org/packages/99/60/14115e6364fa676c5397c2ad3004e527e9aa487abf5d0706ec81bbd08529/numpy-2.4.6-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:90f9849678c75fe7afa2d348ac842c168b0a4d3d61919687216dfc547976d853", size = 16645538, upload-time = "2026-05-18T23:34:09.265Z" }, + { url = "https://files.pythonhosted.org/packages/ae/c5/693cbe59e57db94d2231fa519ca3978dc9e19da5a8f088588f5c6e947ff2/numpy-2.4.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a", size = 17020706, upload-time = "2026-05-18T23:34:13.053Z" }, + { url = "https://files.pythonhosted.org/packages/ef/fc/85b7c4eff9b4966ade25c2273cf7e7012e92366c032058653934b37de044/numpy-2.4.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2", size = 18368541, upload-time = "2026-05-18T23:34:17.024Z" }, + { url = "https://files.pythonhosted.org/packages/f6/81/e1b27545deedce7f4a0b348618c6b62d74e36a4dc9ccd42f3eb2f85eee32/numpy-2.4.6-cp312-cp312-win32.whl", hash = "sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45", size = 5962825, upload-time = "2026-05-18T23:34:20.3Z" }, + { url = "https://files.pythonhosted.org/packages/ab/ca/feab00bd44aa5fe1ad2c18f08b4d3bb92e26484b0b1d1443897809ed528c/numpy-2.4.6-cp312-cp312-win_amd64.whl", hash = "sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751", size = 12321687, upload-time = "2026-05-18T23:34:23.095Z" }, + { url = "https://files.pythonhosted.org/packages/63/cf/5a6d34850a39d1093558564f77ee8e8e0bee5061151b8f05a55711001ec7/numpy-2.4.6-cp312-cp312-win_arm64.whl", hash = "sha256:4081eb135ac24158bd51cdfbef16f1c64df7063b1143f24731387137c092bec8", size = 10221482, upload-time = "2026-05-18T23:34:25.876Z" }, + { url = "https://files.pythonhosted.org/packages/fb/82/bdab26d7438c6791ca31b7c024ca37c1eab8b726ba236129005cd4a06e45/numpy-2.4.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:511dbaf848decaaaf4b4ca48032619fb3138710c4bf7da7617765edad1ef96b0", size = 16684648, upload-time = "2026-05-18T23:34:29.41Z" }, + { url = "https://files.pythonhosted.org/packages/1b/30/a80189bcc7f5e4258b3fbc3968d909d1756f54d023299ecc39ad6fdb9ef8/numpy-2.4.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb", size = 14693902, upload-time = "2026-05-18T23:34:33.013Z" }, + { url = "https://files.pythonhosted.org/packages/97/12/70b5d0d7c15e1ebb8a6a84a8caa1d19e181d84fb58bb6d70aca29099dec1/numpy-2.4.6-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:043191bfa8eab18c776647b62723ac9dddece59743b13f49b2016094129c2b3f", size = 5198992, upload-time = "2026-05-18T23:34:36.132Z" }, + { url = "https://files.pythonhosted.org/packages/ba/8c/ebd2a8f8a83541f8d38cc5667e8c2b69cecfd30da6e45693e8158857d44b/numpy-2.4.6-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:6180d8b35af935aed8ece3a85e0a43f87393ae0ac87c8d2c8bd2c993f7270ef3", size = 6546944, upload-time = "2026-05-18T23:34:38.484Z" }, + { url = "https://files.pythonhosted.org/packages/bb/c5/7b863a97a91671a0338f4253bd3b5a3d3852f0692dae91711c9f4a10e787/numpy-2.4.6-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:72fbe16c6fac95aedf5937fa873445cec2110be35d8a4e9433d7501fd98dae6b", size = 15669392, upload-time = "2026-05-18T23:34:41.257Z" }, + { url = "https://files.pythonhosted.org/packages/a5/9d/3584b9984ca4c047aea75214ce1a4c4c73d849bd71b604264b7f5653f8a8/numpy-2.4.6-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a7830bab239b79cda9c08c2da014761cafb48da6150e1da17ac06283f43b6089", size = 16633220, upload-time = "2026-05-18T23:34:45.075Z" }, + { url = "https://files.pythonhosted.org/packages/05/ae/7c67fba23bd98caec7c99261f3a16072ade14813486b0282cb29846de832/numpy-2.4.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a", size = 17020800, upload-time = "2026-05-18T23:34:49.065Z" }, + { url = "https://files.pythonhosted.org/packages/d9/5d/3b6725cb31d983c5e66916f5d36f6d7e5521129e4c4404d64f918292a5b6/numpy-2.4.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605", size = 18357600, upload-time = "2026-05-18T23:34:52.709Z" }, + { url = "https://files.pythonhosted.org/packages/f7/da/2ccc6c2fe8898dee01d90c75c5f5f914a23daf99e3e0f59516a08760c8b5/numpy-2.4.6-cp313-cp313-win32.whl", hash = "sha256:56b39e5e0622a09a25bf5baf62f4bcf0cb8a41ae6e2819cf49bbc5a74c083f91", size = 5961134, upload-time = "2026-05-18T23:34:55.618Z" }, + { url = "https://files.pythonhosted.org/packages/b5/cd/9cc4dc876fb065d5c220aae4d5e14826b2715331bb7618ce1fb07a679d99/numpy-2.4.6-cp313-cp313-win_amd64.whl", hash = "sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359", size = 12318598, upload-time = "2026-05-18T23:34:58.928Z" }, + { url = "https://files.pythonhosted.org/packages/39/1e/c0bcba1f8694116485fe28fd1be698c278fcda4141c5b0e53a2aed8b12a8/numpy-2.4.6-cp313-cp313-win_arm64.whl", hash = "sha256:a7c711e21628b52034bb5ab8d1bce291f752fcc5e92accc615778acee1ff4778", size = 10222272, upload-time = "2026-05-18T23:35:02.167Z" }, + { url = "https://files.pythonhosted.org/packages/63/6d/cc5619247c8f4204e507f5883528372e4ac4bb189e579fb859a12e480b1f/numpy-2.4.6-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:112b06a867b235ef466ed3508ddf0238050df9c727cafb5301ac385b899189a1", size = 14821197, upload-time = "2026-05-18T23:35:05.468Z" }, + { url = "https://files.pythonhosted.org/packages/00/58/f1c39161c87d9e9bed660f1ed4bafc0e403d5ec9650b6dd77aead07d489b/numpy-2.4.6-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe", size = 5326287, upload-time = "2026-05-18T23:35:08.693Z" }, + { url = "https://files.pythonhosted.org/packages/af/57/3917ab0fd97f271a8694513581b8a36c655f111c446852c302f04ccdb6fc/numpy-2.4.6-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:7265a2f3d436e54ef9f2b52b5c937e6be778781bd97a590319d7348f1c1ca997", size = 6646763, upload-time = "2026-05-18T23:35:11.459Z" }, + { url = "https://files.pythonhosted.org/packages/eb/0f/037e64c494b67581ae18193d770adef354c41f3f2c8ebf865602d949bf8f/numpy-2.4.6-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20", size = 15728070, upload-time = "2026-05-18T23:35:14.79Z" }, + { url = "https://files.pythonhosted.org/packages/21/a6/5d2bae9c9542eb4df16dc9c46dc79c186e9bad53805dfa5399a6023c6db0/numpy-2.4.6-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d", size = 16681752, upload-time = "2026-05-18T23:35:18.836Z" }, + { url = "https://files.pythonhosted.org/packages/92/14/23d1dfb410ae362cd59ce53e936b1513d545eb40db3949ced632e19a459e/numpy-2.4.6-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:68bb27509ac1b9a3443094260f6326150663b06abe40b73a2f81160623da5b67", size = 17086024, upload-time = "2026-05-18T23:35:22.52Z" }, + { url = "https://files.pythonhosted.org/packages/4b/6e/23595a2c642cdf3bc567877064bdd7f91c8b0038a4453cf2daf7248eafe9/numpy-2.4.6-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:a0df0043bdb289bde1f62da130d20df23d58b45429f752bc7a8fc5325a225ecd", size = 18403398, upload-time = "2026-05-18T23:35:26.398Z" }, + { url = "https://files.pythonhosted.org/packages/8a/90/0ac3bc947217e66dec77e7cbc6a1979d1af70b6461b82f620d3bccd5e4c8/numpy-2.4.6-cp313-cp313t-win32.whl", hash = "sha256:29a287e0cf63ff528da061de6b9f64a4618da591ca1046aafc54062e40ca7eab", size = 6084971, upload-time = "2026-05-18T23:35:29.387Z" }, + { url = "https://files.pythonhosted.org/packages/77/71/5673e351671a1d2bd6063b91b44f70c0affea7d1516fa7a6572941ba4aa1/numpy-2.4.6-cp313-cp313t-win_amd64.whl", hash = "sha256:25c692919ac5a01f170a3bfcd62d745b24fd095c353d50812637d6fcab442e75", size = 12458532, upload-time = "2026-05-18T23:35:32.175Z" }, + { url = "https://files.pythonhosted.org/packages/3f/88/19d3503c5046e688f049274b27a3ef3d771152fa80d3ba3d01a3dff61abe/numpy-2.4.6-cp313-cp313t-win_arm64.whl", hash = "sha256:1e978ec1e8bd0e0e4de6bb75de9d30cbb74db6b6a2bb727618613703ca0167dd", size = 10291881, upload-time = "2026-05-18T23:35:35.465Z" }, + { url = "https://files.pythonhosted.org/packages/f8/91/3ab2044d05fd16d343c5ac2e69b127f1b2854040dd20b193257c78028bd3/numpy-2.4.6-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:06ca2f61ec4385a07a6977c55ba998a4466c123642b4a32694d3128fce18c079", size = 16683458, upload-time = "2026-05-18T23:35:38.353Z" }, + { url = "https://files.pythonhosted.org/packages/8e/62/764ce66fa4147ae6d73071a3abf804ffe606f174618697c571acdf26a7c9/numpy-2.4.6-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:38efbc8de75c7a0fc1ac190162d892787f3f47b57cc291231aafee36b80982b7", size = 14704559, upload-time = "2026-05-18T23:35:42.14Z" }, + { url = "https://files.pythonhosted.org/packages/60/61/23f27c172f022e04025b7dc2367f4d63c1a398120607ec896228649a6f48/numpy-2.4.6-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5", size = 5209716, upload-time = "2026-05-18T23:35:45.377Z" }, + { url = "https://files.pythonhosted.org/packages/03/71/21cf70dc6ea3e3acb95fc53a265b2fc248b981f0194ceb5b475271b8809d/numpy-2.4.6-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:0a041d3d761dc3c35cc56ce0351506a02bcbc25f7b169f652435141a17db9096", size = 6543947, upload-time = "2026-05-18T23:35:47.926Z" }, + { url = "https://files.pythonhosted.org/packages/d5/91/64288395ee1799bd2e0b04a305dce9666da90c961e1f3fe982a05ee1c036/numpy-2.4.6-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:40fdc1ae7125e518ea98e53e69a4ebc27e1fd50510c47b7ea130cf21e5e1d42b", size = 15685197, upload-time = "2026-05-18T23:35:50.863Z" }, + { url = "https://files.pythonhosted.org/packages/f3/eb/ebffaa97dc55502df69584a8f0dcf07f69a3e0b3e2323670a2722db9aa39/numpy-2.4.6-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a2c306dea656c12c68f51f4cea133cbe78ca7435eb28c735eac1d3ebe73be6e8", size = 16638245, upload-time = "2026-05-18T23:35:54.752Z" }, + { url = "https://files.pythonhosted.org/packages/b8/0b/54f9da33128d7e350fab89c7455902eeae70349ee52bddb448dc4a576f45/numpy-2.4.6-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:33111801a01c12a8a1e3721f0a9232f8cfc8ae2c6b7098167e6f623c6073f402", size = 17036587, upload-time = "2026-05-18T23:35:58.355Z" }, + { url = "https://files.pythonhosted.org/packages/b6/f0/fdebc1052db1cc37c64beb22072d67cd6d1c71adca1299f53dec2b5e20d3/numpy-2.4.6-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:ae506e6902902557576a26ff33eda8695e7ecb3cb36c3b573a0765dee114ebdb", size = 18363226, upload-time = "2026-05-18T23:36:02.845Z" }, + { url = "https://files.pythonhosted.org/packages/aa/b4/298628d98c72b57e57f7165ae6a481a1deaf6f3c28262a6e4c739c275930/numpy-2.4.6-cp314-cp314-win32.whl", hash = "sha256:aaf159caa35993cb1f56fb9b8e4610d35758e7ca005412eb1daa856a78c9c4b1", size = 6010196, upload-time = "2026-05-18T23:36:05.92Z" }, + { url = "https://files.pythonhosted.org/packages/df/ac/46de6dda46478f7942f839e094970be2d4a861e005c4b3bf07c92e291a09/numpy-2.4.6-cp314-cp314-win_amd64.whl", hash = "sha256:b507f5c4c1d508876d1819b6bf9a49d365b96320b5d4993426b33a23ca4b8261", size = 12450334, upload-time = "2026-05-18T23:36:09.107Z" }, + { url = "https://files.pythonhosted.org/packages/78/92/b8b798ac784102c0da830d2257d59358e3d3d90d1e2b3f2575dad976c5cf/numpy-2.4.6-cp314-cp314-win_arm64.whl", hash = "sha256:6f41ae150c4e32db4f3310cdaf64b1593a03dbabe29eec77fc9b50fe64061df6", size = 10495678, upload-time = "2026-05-18T23:36:12.766Z" }, + { url = "https://files.pythonhosted.org/packages/30/34/ec28d1aa8115971537c01469ab2011ee96827930f0a124de1000cc2a7ed7/numpy-2.4.6-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a", size = 14823672, upload-time = "2026-05-18T23:36:16.473Z" }, + { url = "https://files.pythonhosted.org/packages/16/bd/f6d1fede4e54e8042a7ff97bb495510f3c220f94bcd9e8b228e87c92cc0d/numpy-2.4.6-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e", size = 5328731, upload-time = "2026-05-18T23:36:19.767Z" }, + { url = "https://files.pythonhosted.org/packages/f4/f0/e105b9e2fd728a9910103884decd6951d9dd73896b914a98d9a231de02ee/numpy-2.4.6-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:17f9ade344e7d9b464a084d69bcf18fc691cb1db67c62ed80820bf4926d78f0e", size = 6649805, upload-time = "2026-05-18T23:36:22.266Z" }, + { url = "https://files.pythonhosted.org/packages/82/dd/1206a7ca6ab15e3f02069707ca96222e202af681bb73756da7527f3cb837/numpy-2.4.6-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9cd5ffd25db4e7ba6a375693b3fc0fc1791ec636c17db3720da19bde7180ec43", size = 15730496, upload-time = "2026-05-18T23:36:25.713Z" }, + { url = "https://files.pythonhosted.org/packages/51/e7/38d3ea825dcab85a591734decb2f6c67caa7c8367d374df1a1c3842f9b07/numpy-2.4.6-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7d92c3819208a60205a12a245c91ad70cb0a85336659b19b834205573ac8456e", size = 16679616, upload-time = "2026-05-18T23:36:29.652Z" }, + { url = "https://files.pythonhosted.org/packages/93/b7/caabfdf53edf663e0b4eb74d7d405d83baef09eb5e83bcd32d601d72b93e/numpy-2.4.6-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895", size = 17085145, upload-time = "2026-05-18T23:36:33.449Z" }, + { url = "https://files.pythonhosted.org/packages/f9/45/68d7c33a6bcf3e5aa3bdbd57a367e6f615286dfd6482f97e8ffeb734306e/numpy-2.4.6-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:29cb7f67d10b479ff07c17d33e39f78c07f71c40ef30d63c153d340e96cd3fb4", size = 18403813, upload-time = "2026-05-18T23:36:37.369Z" }, + { url = "https://files.pythonhosted.org/packages/9c/50/0753655aa844c99cd9e018aacf76f130f1bd81d881bb74bc0aef5d73a8ba/numpy-2.4.6-cp314-cp314t-win32.whl", hash = "sha256:260a5d70215b61ab4fadf5c7baacd64821842975eea312125ed3c39a6391b063", size = 6156982, upload-time = "2026-05-18T23:36:40.817Z" }, + { url = "https://files.pythonhosted.org/packages/b2/d4/7c67becf668f973cb490cec3e98dfd799d866f9c989a54d355672cfa0db6/numpy-2.4.6-cp314-cp314t-win_amd64.whl", hash = "sha256:81a1cca95ed5bb92aa8b10dd2cdc9a0d3853a50fad926c28b5d7e8ea54389627", size = 12638908, upload-time = "2026-05-18T23:36:43.996Z" }, + { url = "https://files.pythonhosted.org/packages/43/bb/e1c71a4295b1b1d1393d50dbb4f2a36283c6859d9d3892e84f00ec5a91d5/numpy-2.4.6-cp314-cp314t-win_arm64.whl", hash = "sha256:0c9136e14ed34a9e343a31c533d78a9813a69a3148332bce5e9821cb2f996e66", size = 10565867, upload-time = "2026-05-18T23:36:47.114Z" }, + { url = "https://files.pythonhosted.org/packages/de/12/b422cc84439adc0d00de605bf4a308890ae5c26f2c71fbd73e5d08fbb0dd/numpy-2.4.6-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:55cced7c52e981362f708ad635198e97a752dfba412cc03c23bbf3bd8d5cd662", size = 16847511, upload-time = "2026-05-18T23:36:50.673Z" }, + { url = "https://files.pythonhosted.org/packages/44/53/f481bef68011740f8849418d82db07230e825013f31f4eef5ba5b805316a/numpy-2.4.6-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7", size = 14889064, upload-time = "2026-05-18T23:36:53.879Z" }, + { url = "https://files.pythonhosted.org/packages/7f/57/42ed575c10ced8af951d426bc4e1f8aff16fd851db33f067036215a7f860/numpy-2.4.6-pp311-pypy311_pp73-macosx_14_0_arm64.whl", hash = "sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f", size = 5394157, upload-time = "2026-05-18T23:36:57.194Z" }, + { url = "https://files.pythonhosted.org/packages/6a/ef/f66cc724fcc36c1e364c67f51ae9146090b8b584f27d58b97fdae3edd737/numpy-2.4.6-pp311-pypy311_pp73-macosx_14_0_x86_64.whl", hash = "sha256:948424b06129ce883307e8cff868c31396d8dc7630a59c61d70d98dbe70f222c", size = 6708728, upload-time = "2026-05-18T23:36:59.575Z" }, + { url = "https://files.pythonhosted.org/packages/1a/9c/c531f2293b91265d8b48e9b329f54fdd7ffae73cb4134ea10cca4237e9cc/numpy-2.4.6-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0", size = 15798374, upload-time = "2026-05-18T23:37:02.674Z" }, + { url = "https://files.pythonhosted.org/packages/1a/b0/413077f6b1153ed3cba361401c6783bbad6114804a000cc22eb71c13e190/numpy-2.4.6-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8ad03c0965fb3c692200e74d458ca28c1dbb4ce96f9a479a8aa041ad5fabca02", size = 16747286, upload-time = "2026-05-18T23:37:06.327Z" }, + { url = "https://files.pythonhosted.org/packages/15/ce/e5ec180bc41812edcd8daeb8639d205622c0e8c02259d8ab25a0201b3c2a/numpy-2.4.6-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:2803abfebfc990042cd494d8ce2d5f82e9d847af6d35ec486923aa19dbad5e73", size = 12504263, upload-time = "2026-05-18T23:37:09.715Z" }, +] + +[[package]] +name = "numpy" +version = "2.5.2" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.15' and sys_platform == 'win32'", + "python_full_version == '3.14.*' and sys_platform == 'win32'", + "python_full_version >= '3.15' and sys_platform == 'emscripten'", + "python_full_version == '3.14.*' and sys_platform == 'emscripten'", + "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", +] +sdist = { url = "https://files.pythonhosted.org/packages/9a/80/db0b4559e57ec36362bedbb05530a87fafbcb6067708c946967a41d449e7/numpy-2.5.2.tar.gz", hash = "sha256:d482d171c406ae88c5b19cad3b6a1c4c5209f886ab74bc44c2c865c23f52d860", size = 20773161, upload-time = "2026-08-09T13:48:27.962Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/69/72/dccb0aaf40972777283303919f613964227266d0c13adebb79ac124f1c3e/numpy-2.5.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:14e373cfc6387177e8409dac3c7159be8eb05cd77096cd7c950268b86f62831c", size = 16891693, upload-time = "2026-08-09T13:44:51.702Z" }, + { url = "https://files.pythonhosted.org/packages/60/2e/b5aee50a1f74ac815cf8331812cb8251e29024025de462e0c047641c614c/numpy-2.5.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4bbd96c833ecc8cc069ce518078fc8c60cb9cbfb0fea5b7a803ad65035596d03", size = 11903109, upload-time = "2026-08-09T13:44:55.501Z" }, + { url = "https://files.pythonhosted.org/packages/f3/f4/29e78102a80601cf034d4e9767022cffeca2c3b4c926e1754572ca95593d/numpy-2.5.2-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:6e8172ddfcf5cf74b811d372b570b83c60bd2de87a6fbfbebdadb4a9bd9c6cbb", size = 5350202, upload-time = "2026-08-09T13:44:58.401Z" }, + { url = "https://files.pythonhosted.org/packages/11/4b/dcd3b7eadaf4035d2c7a4289d232523a6964f602598ef7674e4bd7291f93/numpy-2.5.2-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:65f188481f1669e26f62b701e8205d19e460fa4a9b52a1414ba382330e4a3414", size = 6687736, upload-time = "2026-08-09T13:45:00.813Z" }, + { url = "https://files.pythonhosted.org/packages/e5/21/4947e0e9d6c9fc2e2ff15b8949049ee44f63adb9cacc729ab8793f97e712/numpy-2.5.2-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8ee9c4eeb8454b3660a8b53493563c3e121c2fc94fbd72b848ef814ed7b676a9", size = 15612696, upload-time = "2026-08-09T13:45:04.151Z" }, + { url = "https://files.pythonhosted.org/packages/3a/5f/62d28cf019460c7f1394105b4d49d9911a9c444cb77ab0bd95a204c5a6de/numpy-2.5.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3cdec01fa790a186d430433fdd4d4ffb70eed6f0eeb4bf05c8dbe2dce0a9bcb8", size = 16722264, upload-time = "2026-08-09T13:45:07.714Z" }, + { url = "https://files.pythonhosted.org/packages/14/25/3f0be4c1b9fdf5dd5e708a6806978564d7c46a055c000496309ff2a2f8af/numpy-2.5.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:7999d4ddb0c4025018373fd787510d46e04c769467af22869707b3c1cfd459ab", size = 16974396, upload-time = "2026-08-09T13:45:11.316Z" }, + { url = "https://files.pythonhosted.org/packages/22/72/6262cbdeeb45da9d971e40715f579d791603ba8ec0b5e2db1ac55454421d/numpy-2.5.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c1f017dc0875c9209d219f97feceb7d54c2661bb243deb4114478e1295808af7", size = 18476044, upload-time = "2026-08-09T13:45:14.869Z" }, + { url = "https://files.pythonhosted.org/packages/36/33/29208b8b075bde62d26a81d14b358c42b0f69b6cabd98d4ff97f37f22b05/numpy-2.5.2-cp312-cp312-win32.whl", hash = "sha256:d6a48072864e3324e194a8fbb3c657bcc5b5c869dbc64c9537b1d5c862572c0a", size = 6072817, upload-time = "2026-08-09T13:45:17.867Z" }, + { url = "https://files.pythonhosted.org/packages/7f/b9/87fea2769fe1c47c1b5b01d8310772c9d1a85d485de7cf386ef7a3332b02/numpy-2.5.2-cp312-cp312-win_amd64.whl", hash = "sha256:28ac63476ec7651484215ee7fa15a1f78b57c14621f01e392afe17b9a1390ce4", size = 12464674, upload-time = "2026-08-09T13:45:20.734Z" }, + { url = "https://files.pythonhosted.org/packages/14/52/032b97e00461ab0809bbe4c588b035620e5a14b8cdee47ecddefc7b17d33/numpy-2.5.2-cp312-cp312-win_arm64.whl", hash = "sha256:27650bb0e7140fa3d37b9923b4803645e0b125d190f326eecfd3f4dad8e8ade1", size = 10397131, upload-time = "2026-08-09T13:45:23.73Z" }, + { url = "https://files.pythonhosted.org/packages/f5/d2/6b24738a0ef4557d189b150046cd07823c50e4273e8aebd651222e24306f/numpy-2.5.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8e4cb9a754c8a0c62eaa88273a5fba3391f4a610d1dee893c0755da31c083f15", size = 16886595, upload-time = "2026-08-09T13:45:27.323Z" }, + { url = "https://files.pythonhosted.org/packages/65/60/f2d208d366f263f39c6e69ed309290717aab41078b6d04c9be2a84fa2a07/numpy-2.5.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:52c808f96484f5571a5cc863775ce50247c17dfb3b0361f8ed6b4b0456f80080", size = 11896845, upload-time = "2026-08-09T13:45:31.638Z" }, + { url = "https://files.pythonhosted.org/packages/3c/79/81e0bf24f4d020a2b1d5cd297a9f60c3f24eeb116f9bba5870443f7b6a4a/numpy-2.5.2-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:29d81e97f668489cba8ebfd796b9bdd453525d35dd9e162e2daec94bf3fc7740", size = 5343880, upload-time = "2026-08-09T13:45:34.373Z" }, + { url = "https://files.pythonhosted.org/packages/ba/cc/e3141cf06d1a8a2c7e107543fe1269c1d1af760d4d683c0794a4ee1127c2/numpy-2.5.2-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:afb3f0632d6b2e3ba04dbce8d1e48d321b369138b73830b5ca371a0e8d479d56", size = 6682264, upload-time = "2026-08-09T13:45:36.7Z" }, + { url = "https://files.pythonhosted.org/packages/29/f1/2a64a307d92c5d98f5255a4014eb43bb6103ee477087b61ecae44a3aa9b9/numpy-2.5.2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0aadf13b60048d501e05fa699efaf7734e2494f3498a4c2a5521d822640324f3", size = 15609566, upload-time = "2026-08-09T13:45:39.518Z" }, + { url = "https://files.pythonhosted.org/packages/7b/44/59a1eb68e773c4098d107ef34a0dbdeca501d72ffcfbff9a7707343921ce/numpy-2.5.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:29b86ff8a6cc556b47ec6b64b194815cc80e6bf5eedcc6cddfd65318cb0b4eee", size = 16709995, upload-time = "2026-08-09T13:45:43.661Z" }, + { url = "https://files.pythonhosted.org/packages/8a/4c/3e54d4ddbc359a1295f8b633e8106bcd4d7d4a206e82df051bdfb3058755/numpy-2.5.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6950c4b7dd562453090548ba7f5da7e59f57f85663f15d5dcc60e249192f7e59", size = 16972511, upload-time = "2026-08-09T13:45:47.094Z" }, + { url = "https://files.pythonhosted.org/packages/f2/9f/02e371638ebf19b66d46231e4be52999e87f32d1961b113bc45656608b22/numpy-2.5.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b9727f472d2f3888053b8a75ab0cb94745a9de224bb5846dbadc0092101bc71d", size = 18465609, upload-time = "2026-08-09T13:45:50.808Z" }, + { url = "https://files.pythonhosted.org/packages/eb/ae/ad6645abc7a3510fe48e8ea1ab4598166f500057ef4ebf38bfad4f1577de/numpy-2.5.2-cp313-cp313-win32.whl", hash = "sha256:4f9744f9fbdcea0bc552e8f19e1f141f811a3f9bc2be2cc6e86d982cab23e3f4", size = 6070204, upload-time = "2026-08-09T13:45:54.111Z" }, + { url = "https://files.pythonhosted.org/packages/15/20/f3489f86d81ea460b2bcdceaed094142ca6579f6be0ec527b781d39afe68/numpy-2.5.2-cp313-cp313-win_amd64.whl", hash = "sha256:85aaccb24182c25df891ad0ec333585967e115269d5f1b17f2c9ae005bc96657", size = 12460532, upload-time = "2026-08-09T13:45:57.167Z" }, + { url = "https://files.pythonhosted.org/packages/d5/21/35b31dde1b283b79de828b80f876afd8c94e28fe1e9c375f89e261cc4c0d/numpy-2.5.2-cp313-cp313-win_arm64.whl", hash = "sha256:bd68ece1553d2023c09a4226d9e41c586ad2d20594d1a456186c33513d2cb3f2", size = 10396725, upload-time = "2026-08-09T13:46:00.478Z" }, + { url = "https://files.pythonhosted.org/packages/ac/f8/c3b222bf075b50afd8e949a07a15c4b312a4a84bd8102a332bcd953cbbb4/numpy-2.5.2-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:d787cf769c3baeb5f6235e778edb52c08dfa923789b5958f28e6450f96107cb1", size = 16885180, upload-time = "2026-08-09T13:46:03.939Z" }, + { url = "https://files.pythonhosted.org/packages/17/e1/2c1d4b1987795a92b5bbf7c24fe249ab96aa2573ab0d7604802c189d7b86/numpy-2.5.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:24b9dc2e3d84aa58523798805194e23e736f3f6ce2d1a5b92583ae734e6dbda8", size = 11907878, upload-time = "2026-08-09T13:46:07.045Z" }, + { url = "https://files.pythonhosted.org/packages/b9/ee/d08226fc858044355983a6e5b94f08ff6f3969e0a2b160a4a89f0ddb3445/numpy-2.5.2-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:9e9413326d726c2545bfa65d2c0876871e8d8386e77f992c1d426e180bbd4323", size = 5354922, upload-time = "2026-08-09T13:46:10.04Z" }, + { url = "https://files.pythonhosted.org/packages/94/f0/6d3d933056440ebbc5e6bad92065fc6c26a48a84a36b1208580e94eea76c/numpy-2.5.2-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:60e902ac295855348a5ca2ea4c89108989a9f5fddfad3dfc0a8f36b10358567e", size = 6679168, upload-time = "2026-08-09T13:46:12.275Z" }, + { url = "https://files.pythonhosted.org/packages/c4/3b/ecd49dd90033cceb2704d88ca905d4d7d89b0e8c739608754ffd325fa820/numpy-2.5.2-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:50e500dc868e9313530ce12ba470fe50ff3afe3d62993ed6eff652dacd555b65", size = 15624501, upload-time = "2026-08-09T13:46:15.322Z" }, + { url = "https://files.pythonhosted.org/packages/c7/99/461bd36dbdfac6c1c53efa370bd55a83227542d0d118f1677dbf1a3dacd5/numpy-2.5.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:318b9a4c845dbea06708a29c84ee429cc3065048db34cdb799047643492050ee", size = 16713701, upload-time = "2026-08-09T13:46:18.949Z" }, + { url = "https://files.pythonhosted.org/packages/f9/9c/2b251df9e8a5d647b62b0cbc1b90a91850c1cf4859ecb532fd0b4eacff6c/numpy-2.5.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:34c319e2963be042673fb46570501b2f06c41924e17e3563d58646b4380dfb68", size = 16986065, upload-time = "2026-08-09T13:46:23.006Z" }, + { url = "https://files.pythonhosted.org/packages/8f/25/20de43f53ff1390534a124475055a19f01fe10c920a0fd11b8e18d6d6052/numpy-2.5.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:f06571a052127dc1b4e8b83029b4d1b20daa2b64a31cdd181fc6bc774e9000eb", size = 18470031, upload-time = "2026-08-09T13:46:27.102Z" }, + { url = "https://files.pythonhosted.org/packages/56/5e/0c577ca308d6da5eb79b546ba10bbe5b60148192194e2da060913b1de4f1/numpy-2.5.2-cp314-cp314-win32.whl", hash = "sha256:2cc779226e476d1e1f08c74068c419e60f41a9e0e069c92f6671d31d5c985e98", size = 6121028, upload-time = "2026-08-09T13:46:30.046Z" }, + { url = "https://files.pythonhosted.org/packages/15/5c/7bcbd5b11f94199073320410cddcbb80cee62415bfeb540874b265c2d922/numpy-2.5.2-cp314-cp314-win_amd64.whl", hash = "sha256:7587f53dfbd5edc0f7b87c6217b4c6d2d1f2ef9c3da70bc1315e7db5f8d7ec9d", size = 12597627, upload-time = "2026-08-09T13:46:32.886Z" }, + { url = "https://files.pythonhosted.org/packages/87/bc/4d0b06fba0da90ccc75af62823cb9dcedb6c9ea0cffa058cb2c9ee773a77/numpy-2.5.2-cp314-cp314-win_arm64.whl", hash = "sha256:3e4c367352d3747784248a227fbec218e193b56f7e6692e3b64fc805478ecfdf", size = 10680414, upload-time = "2026-08-09T13:46:36.036Z" }, + { url = "https://files.pythonhosted.org/packages/cd/17/f429aac9dc08833a0d0f188eba38c532a751b1a1f2ca6018a37b455cb321/numpy-2.5.2-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:b879fb674276e331513fb136b78dbc6bd3c848309e0d841cfd63be3896c4cfc1", size = 12026967, upload-time = "2026-08-09T13:46:39.084Z" }, + { url = "https://files.pythonhosted.org/packages/ca/9f/d0849de96a2a4ceaa16662f18ee13eaa9c0aa418269fdc8c4857c56b11da/numpy-2.5.2-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:fd0d703772bba096843785bd38371e31bb4a0c1151497ad5739d182114a73f7f", size = 5473874, upload-time = "2026-08-09T13:46:42.075Z" }, + { url = "https://files.pythonhosted.org/packages/89/3c/8df216d4a4a5422a3de045301cf7df8ea47286d76f5cb7160b0128ac26b7/numpy-2.5.2-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:3a2f061cebd9e3d23bdcfaaded5e2293a4c6a5b60fa42df85d410a725ce621bf", size = 6789276, upload-time = "2026-08-09T13:46:44.387Z" }, + { url = "https://files.pythonhosted.org/packages/e6/3a/20d7e9891c4ddfadd6ff8d95bf4b29f353d8e1770553de2099880551dfb9/numpy-2.5.2-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6df895598c0edcb41030126c89e0f353b07d93238116143b7405e937359736c4", size = 15659154, upload-time = "2026-08-09T13:46:47.538Z" }, + { url = "https://files.pythonhosted.org/packages/aa/d6/f3aa3d2688bf501b858835c6bd087ae9b51a56ae6fca8e2b0990abd177af/numpy-2.5.2-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1ab3d4a901f844ea836c3e80bf463c6a27d7f3c14e8e292fcf28d348b25b9bce", size = 16748909, upload-time = "2026-08-09T13:46:51.442Z" }, + { url = "https://files.pythonhosted.org/packages/7d/8f/1c5cae8d2baf86ab802ae97a00be55bc7e21ebc11b12bbc33376c5f05342/numpy-2.5.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:cebc2d6dbb605a7703d59751dea4bd6b0ab127a5a4338a6f432df1936fef8b26", size = 17027685, upload-time = "2026-08-09T13:46:55.095Z" }, + { url = "https://files.pythonhosted.org/packages/5c/27/71d3467404aedc1c24ce79610f91b52b0b0f466c43a701aa56fc75c145ab/numpy-2.5.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:eaca7ff36f0f52e2111ec71f169d8fd3e889e7ddc0d2592e0d703fd8d3ce8fac", size = 18501181, upload-time = "2026-08-09T13:46:59.09Z" }, + { url = "https://files.pythonhosted.org/packages/14/2f/42921d27c40aea7e077f4a423ae509fd9220b028cd787bafefd8ab2b3a5f/numpy-2.5.2-cp314-cp314t-win32.whl", hash = "sha256:ddf47472af2e4280d79bac82304f5e80150211f1b9e614b760061d5fdfbb6eba", size = 6271085, upload-time = "2026-08-09T13:47:01.903Z" }, + { url = "https://files.pythonhosted.org/packages/75/e6/bad5f5d56de9b1971bac959963dda276d35c40f1854475005434bbe08692/numpy-2.5.2-cp314-cp314t-win_amd64.whl", hash = "sha256:44ef9675d908e65f9953063837c3277730f3f4437615a4cdab67b366cabaf884", size = 12787971, upload-time = "2026-08-09T13:47:04.963Z" }, + { url = "https://files.pythonhosted.org/packages/df/05/f608795cb34391acd67e38d94a3c36abd8d8576293a3a80727d7595c372c/numpy-2.5.2-cp314-cp314t-win_arm64.whl", hash = "sha256:eaa088384c46f519dacb93b7ec483a6d6b19a4a2085ae4f25ab9b1c43d387d1e", size = 10750306, upload-time = "2026-08-09T13:47:07.976Z" }, + { url = "https://files.pythonhosted.org/packages/33/c6/28de0191c5f82b7d42a0a51390ba98587048aa93a39fafb05bdbe6e8d00c/numpy-2.5.2-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:078f9b027b478c9379b9677babbf0f8b8f1ecfada27636d7b9a93990c638739f", size = 16885274, upload-time = "2026-08-09T13:47:11.439Z" }, + { url = "https://files.pythonhosted.org/packages/dd/d1/973ca116000d244897e468ea1aff30b589e5022e3c8744b71706fe33bd57/numpy-2.5.2-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:50a68f4bacd8a2b33d8da3d2269d0d78500f86ea582e4786dc10f5ef2c2c6842", size = 11907846, upload-time = "2026-08-09T13:47:15.128Z" }, + { url = "https://files.pythonhosted.org/packages/78/d9/8c4b3937ef204cb2fd88d389ccd0f265a2ffb11f35a01d2064cf46714bd6/numpy-2.5.2-cp315-cp315-macosx_14_0_arm64.whl", hash = "sha256:e79aba74ffaf5f78a050d777c184cddf8fdffabab38acf5f3ef1fecbc17895d6", size = 5354892, upload-time = "2026-08-09T13:47:18.07Z" }, + { url = "https://files.pythonhosted.org/packages/74/9b/b6ee65ea2999fdb7023935e108e6fb776ee4082aa15f159acfa857e578c8/numpy-2.5.2-cp315-cp315-macosx_14_0_x86_64.whl", hash = "sha256:9a0731745a72a184490a582fb4af2533512bd071ace67785b5fdffc0ae58dce8", size = 6679309, upload-time = "2026-08-09T13:47:20.456Z" }, + { url = "https://files.pythonhosted.org/packages/43/f3/acb18d8b137a393c8e7803a8c994c9e64bde3930692a69d826993113a159/numpy-2.5.2-cp315-cp315-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4ec954036759bcee3aa484f8603bd9c14f3e776293b85578b8734c2d72777c69", size = 15625850, upload-time = "2026-08-09T13:47:24.365Z" }, + { url = "https://files.pythonhosted.org/packages/a9/bf/a8e9bb0db815a0e265b5744ebedd3af0bd5faad8604e5b50a1cd012f3c91/numpy-2.5.2-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dc649493697006bc90614a5f0bbc8cb3cb1866715c474e473694968d7e6b99ab", size = 16713664, upload-time = "2026-08-09T13:47:27.965Z" }, + { url = "https://files.pythonhosted.org/packages/0c/c3/6e913736b3dd6582344af32418b5fb9dab34282e8a8174ae1d54ceb0fc13/numpy-2.5.2-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:cf7de32f486e4ac9e2d93b810f9e9ac72a728dd46a32a0bb403222f27f653514", size = 16986749, upload-time = "2026-08-09T13:47:31.541Z" }, + { url = "https://files.pythonhosted.org/packages/80/09/7d3b23eff5c7428ef6c01e6f7052bb60d504c4d33e317b36b8959c24ad97/numpy-2.5.2-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:2ffa7bacab3e2ee1b19ed31766bb60bb380b68c23f051e199c5cc598afd68710", size = 18470495, upload-time = "2026-08-09T13:47:35.364Z" }, + { url = "https://files.pythonhosted.org/packages/a5/a4/68a321d825374f6eb677ffe8ef8c6b9a328304e6fd2e39d9530822776607/numpy-2.5.2-cp315-cp315-win32.whl", hash = "sha256:6b588cc8f902d6bff201c19fd00c43ab8545671e3554d014e12e14139e5e8617", size = 6120696, upload-time = "2026-08-09T13:47:38.561Z" }, + { url = "https://files.pythonhosted.org/packages/c8/23/deafbb1700f79fae9cd1e91220f133d124cc267de1b584da3fbf6db2f6cd/numpy-2.5.2-cp315-cp315-win_amd64.whl", hash = "sha256:07d4e89f3a9ab0a9ba24264ccdb642b3dd951b2281e8883a5481a4aa79cc31a7", size = 12597324, upload-time = "2026-08-09T13:47:41.401Z" }, + { url = "https://files.pythonhosted.org/packages/33/cd/3272ba105e3bbbdaeb11357eda31e7a6825ffe159e8171665660299a948f/numpy-2.5.2-cp315-cp315-win_arm64.whl", hash = "sha256:a610dc7e3c52edd39c2bc2375ff9c3fd59cb3ad00e4472d36f83bc1457145788", size = 10680466, upload-time = "2026-08-09T13:47:44.873Z" }, + { url = "https://files.pythonhosted.org/packages/0e/0e/58370637b1bb70a5c9ce2b43f4b521ccb224e36ccb76a6596b17ae4b447c/numpy-2.5.2-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:40f4d451aed46a8046a1aae41c4e55fb3612273df9c502480135e1501576a34b", size = 16993947, upload-time = "2026-08-09T13:47:48.97Z" }, + { url = "https://files.pythonhosted.org/packages/10/93/2abcb807712b289d6d60fe4cf30532f98974a8396d885650f3ba5a13026e/numpy-2.5.2-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:c081cbe16ba1ab53078e5ff29013621e33c509eedab055775d956427712c236e", size = 12025331, upload-time = "2026-08-09T13:47:52.646Z" }, + { url = "https://files.pythonhosted.org/packages/8b/3a/2898e003a5fbaf87e76c039b4ee1f5eb390471b4ffe74887c1f34c4e791e/numpy-2.5.2-cp315-cp315t-macosx_14_0_arm64.whl", hash = "sha256:0090ccdd57ec2703e9b49d0bf554767370581c1dd0a6b2bb2b2d9def317d042a", size = 5472336, upload-time = "2026-08-09T13:47:55.403Z" }, + { url = "https://files.pythonhosted.org/packages/61/a5/23f69d07c544597b29758b31b55c27dc9d541012a2c1496189fef702aec2/numpy-2.5.2-cp315-cp315t-macosx_14_0_x86_64.whl", hash = "sha256:6a9bb119fb8dd21ba30b3f0e555b7e2b081bd9883af21ec9c1c633d161cda3a8", size = 6788387, upload-time = "2026-08-09T13:47:58.192Z" }, + { url = "https://files.pythonhosted.org/packages/15/ea/c0dbdbcf22f43782510a3e492dd3da73c6112b69cac8929d16d127536fc4/numpy-2.5.2-cp315-cp315t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a839318485284a6fb31be4f8f2c91c8f2cb22f4543c4a8903f12b0671ffe07cc", size = 15667096, upload-time = "2026-08-09T13:48:01.562Z" }, + { url = "https://files.pythonhosted.org/packages/fc/5e/29c73c31748cdb0f7566642125ba17fd5b56780cddf891b085dab27e4466/numpy-2.5.2-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ba0a474801b8dc67b66bf465548abc90e82b44d2611b5770f33008dcabffe8ec", size = 16751730, upload-time = "2026-08-09T13:48:05.706Z" }, + { url = "https://files.pythonhosted.org/packages/47/95/02501e8454796bb58dadf7a99d3181e0b464bf264e1003039572f9779fac/numpy-2.5.2-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:0a4035ae1129ff8777f08bfbd44f1e5d8e9c049ce0c2dd78fc0d92c13e7251c0", size = 17038686, upload-time = "2026-08-09T13:48:09.627Z" }, + { url = "https://files.pythonhosted.org/packages/0e/b5/53a681d91b5c82687067d8ea5035e02d917b5509d6f334cb06484a954714/numpy-2.5.2-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:77843ca236b777e67f8d6b3660ea116e499612703a0ecd7093f316201eb9d8e2", size = 18507727, upload-time = "2026-08-09T13:48:13.744Z" }, + { url = "https://files.pythonhosted.org/packages/42/06/6e11443f7b64ee376c860506091103bf68f92d2cab9e8d96d4501babf07c/numpy-2.5.2-cp315-cp315t-win32.whl", hash = "sha256:7354826bc6f8f69402e9b7fe28d15fcd34feebd74f856f111585c5b0c9fb0251", size = 6269775, upload-time = "2026-08-09T13:48:17.543Z" }, + { url = "https://files.pythonhosted.org/packages/f1/18/195d6b86cd72dbbc501edfa778005fa6b87afd34c153e46028cd3a0938f4/numpy-2.5.2-cp315-cp315t-win_amd64.whl", hash = "sha256:e5651f3f87add730ee6608d915009e19c911fba0cb000c7e3ea994b7d768eb12", size = 12782559, upload-time = "2026-08-09T13:48:21.023Z" }, + { url = "https://files.pythonhosted.org/packages/b4/07/458c344f0f0c178f4481dad5cca790626ffe4c34eabf9467069d06ee4999/numpy-2.5.2-cp315-cp315t-win_arm64.whl", hash = "sha256:5f8e00be2ec6f45f4e8a41a527f68d44a7d96fee92a650e4d8b1326f77f61e6e", size = 10748103, upload-time = "2026-08-09T13:48:24.21Z" }, +] + +[[package]] +name = "packaging" +version = "26.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/7d/fa/3944b40b07da9ce895c0e6303a5ab7d53da063554f534556b134a54d6093/packaging-26.3.tar.gz", hash = "sha256:94edc256424af38762eb31306eed28beb9f0efc50a8837492c9d6fd6004aed79", size = 313412, upload-time = "2026-08-04T18:15:28.737Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/63/34/ba1c580383c9eada3711951fef0795c80b829a078d72188184bcab9dd527/packaging-26.3-py3-none-any.whl", hash = "sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c", size = 129956, upload-time = "2026-08-04T18:15:27.159Z" }, +] + +[[package]] +name = "paginate" +version = "0.5.7" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ec/46/68dde5b6bc00c1296ec6466ab27dddede6aec9af1b99090e1107091b3b84/paginate-0.5.7.tar.gz", hash = "sha256:22bd083ab41e1a8b4f3690544afb2c60c25e5c9a63a30fa2f483f6c60c8e5945", size = 19252, upload-time = "2024-08-25T14:17:24.139Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/90/96/04b8e52da071d28f5e21a805b19cb9390aa17a47462ac87f5e2696b9566d/paginate-0.5.7-py2.py3-none-any.whl", hash = "sha256:b885e2af73abcf01d9559fd5216b57ef722f8c42affbb63942377668e35c7591", size = 13746, upload-time = "2024-08-25T14:17:22.55Z" }, +] + +[[package]] +name = "pandas" +version = "2.3.3" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.11'", +] +dependencies = [ + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "python-dateutil", marker = "python_full_version < '3.11'" }, + { name = "pytz", marker = "python_full_version < '3.11'" }, + { name = "tzdata", marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/33/01/d40b85317f86cf08d853a4f495195c73815fdf205eef3993821720274518/pandas-2.3.3.tar.gz", hash = "sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b", size = 4495223, upload-time = "2025-09-29T23:34:51.853Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3d/f7/f425a00df4fcc22b292c6895c6831c0c8ae1d9fac1e024d16f98a9ce8749/pandas-2.3.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:376c6446ae31770764215a6c937f72d917f214b43560603cd60da6408f183b6c", size = 11555763, upload-time = "2025-09-29T23:16:53.287Z" }, + { url = "https://files.pythonhosted.org/packages/13/4f/66d99628ff8ce7857aca52fed8f0066ce209f96be2fede6cef9f84e8d04f/pandas-2.3.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e19d192383eab2f4ceb30b412b22ea30690c9e618f78870357ae1d682912015a", size = 10801217, upload-time = "2025-09-29T23:17:04.522Z" }, + { url = "https://files.pythonhosted.org/packages/1d/03/3fc4a529a7710f890a239cc496fc6d50ad4a0995657dccc1d64695adb9f4/pandas-2.3.3-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5caf26f64126b6c7aec964f74266f435afef1c1b13da3b0636c7518a1fa3e2b1", size = 12148791, upload-time = "2025-09-29T23:17:18.444Z" }, + { url = "https://files.pythonhosted.org/packages/40/a8/4dac1f8f8235e5d25b9955d02ff6f29396191d4e665d71122c3722ca83c5/pandas-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dd7478f1463441ae4ca7308a70e90b33470fa593429f9d4c578dd00d1fa78838", size = 12769373, upload-time = "2025-09-29T23:17:35.846Z" }, + { url = "https://files.pythonhosted.org/packages/df/91/82cc5169b6b25440a7fc0ef3a694582418d875c8e3ebf796a6d6470aa578/pandas-2.3.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:4793891684806ae50d1288c9bae9330293ab4e083ccd1c5e383c34549c6e4250", size = 13200444, upload-time = "2025-09-29T23:17:49.341Z" }, + { url = "https://files.pythonhosted.org/packages/10/ae/89b3283800ab58f7af2952704078555fa60c807fff764395bb57ea0b0dbd/pandas-2.3.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:28083c648d9a99a5dd035ec125d42439c6c1c525098c58af0fc38dd1a7a1b3d4", size = 13858459, upload-time = "2025-09-29T23:18:03.722Z" }, + { url = "https://files.pythonhosted.org/packages/85/72/530900610650f54a35a19476eca5104f38555afccda1aa11a92ee14cb21d/pandas-2.3.3-cp310-cp310-win_amd64.whl", hash = "sha256:503cf027cf9940d2ceaa1a93cfb5f8c8c7e6e90720a2850378f0b3f3b1e06826", size = 11346086, upload-time = "2025-09-29T23:18:18.505Z" }, + { url = "https://files.pythonhosted.org/packages/c1/fa/7ac648108144a095b4fb6aa3de1954689f7af60a14cf25583f4960ecb878/pandas-2.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:602b8615ebcc4a0c1751e71840428ddebeb142ec02c786e8ad6b1ce3c8dec523", size = 11578790, upload-time = "2025-09-29T23:18:30.065Z" }, + { url = "https://files.pythonhosted.org/packages/9b/35/74442388c6cf008882d4d4bdfc4109be87e9b8b7ccd097ad1e7f006e2e95/pandas-2.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8fe25fc7b623b0ef6b5009149627e34d2a4657e880948ec3c840e9402e5c1b45", size = 10833831, upload-time = "2025-09-29T23:38:56.071Z" }, + { url = "https://files.pythonhosted.org/packages/fe/e4/de154cbfeee13383ad58d23017da99390b91d73f8c11856f2095e813201b/pandas-2.3.3-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b468d3dad6ff947df92dcb32ede5b7bd41a9b3cceef0a30ed925f6d01fb8fa66", size = 12199267, upload-time = "2025-09-29T23:18:41.627Z" }, + { url = "https://files.pythonhosted.org/packages/bf/c9/63f8d545568d9ab91476b1818b4741f521646cbdd151c6efebf40d6de6f7/pandas-2.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b98560e98cb334799c0b07ca7967ac361a47326e9b4e5a7dfb5ab2b1c9d35a1b", size = 12789281, upload-time = "2025-09-29T23:18:56.834Z" }, + { url = "https://files.pythonhosted.org/packages/f2/00/a5ac8c7a0e67fd1a6059e40aa08fa1c52cc00709077d2300e210c3ce0322/pandas-2.3.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1d37b5848ba49824e5c30bedb9c830ab9b7751fd049bc7914533e01c65f79791", size = 13240453, upload-time = "2025-09-29T23:19:09.247Z" }, + { url = "https://files.pythonhosted.org/packages/27/4d/5c23a5bc7bd209231618dd9e606ce076272c9bc4f12023a70e03a86b4067/pandas-2.3.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:db4301b2d1f926ae677a751eb2bd0e8c5f5319c9cb3f88b0becbbb0b07b34151", size = 13890361, upload-time = "2025-09-29T23:19:25.342Z" }, + { url = "https://files.pythonhosted.org/packages/8e/59/712db1d7040520de7a4965df15b774348980e6df45c129b8c64d0dbe74ef/pandas-2.3.3-cp311-cp311-win_amd64.whl", hash = "sha256:f086f6fe114e19d92014a1966f43a3e62285109afe874f067f5abbdcbb10e59c", size = 11348702, upload-time = "2025-09-29T23:19:38.296Z" }, + { url = "https://files.pythonhosted.org/packages/9c/fb/231d89e8637c808b997d172b18e9d4a4bc7bf31296196c260526055d1ea0/pandas-2.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53", size = 11597846, upload-time = "2025-09-29T23:19:48.856Z" }, + { url = "https://files.pythonhosted.org/packages/5c/bd/bf8064d9cfa214294356c2d6702b716d3cf3bb24be59287a6a21e24cae6b/pandas-2.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35", size = 10729618, upload-time = "2025-09-29T23:39:08.659Z" }, + { url = "https://files.pythonhosted.org/packages/57/56/cf2dbe1a3f5271370669475ead12ce77c61726ffd19a35546e31aa8edf4e/pandas-2.3.3-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908", size = 11737212, upload-time = "2025-09-29T23:19:59.765Z" }, + { url = "https://files.pythonhosted.org/packages/e5/63/cd7d615331b328e287d8233ba9fdf191a9c2d11b6af0c7a59cfcec23de68/pandas-2.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89", size = 12362693, upload-time = "2025-09-29T23:20:14.098Z" }, + { url = "https://files.pythonhosted.org/packages/a6/de/8b1895b107277d52f2b42d3a6806e69cfef0d5cf1d0ba343470b9d8e0a04/pandas-2.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98", size = 12771002, upload-time = "2025-09-29T23:20:26.76Z" }, + { url = "https://files.pythonhosted.org/packages/87/21/84072af3187a677c5893b170ba2c8fbe450a6ff911234916da889b698220/pandas-2.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084", size = 13450971, upload-time = "2025-09-29T23:20:41.344Z" }, + { url = "https://files.pythonhosted.org/packages/86/41/585a168330ff063014880a80d744219dbf1dd7a1c706e75ab3425a987384/pandas-2.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b", size = 10992722, upload-time = "2025-09-29T23:20:54.139Z" }, + { url = "https://files.pythonhosted.org/packages/cd/4b/18b035ee18f97c1040d94debd8f2e737000ad70ccc8f5513f4eefad75f4b/pandas-2.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713", size = 11544671, upload-time = "2025-09-29T23:21:05.024Z" }, + { url = "https://files.pythonhosted.org/packages/31/94/72fac03573102779920099bcac1c3b05975c2cb5f01eac609faf34bed1ca/pandas-2.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8", size = 10680807, upload-time = "2025-09-29T23:21:15.979Z" }, + { url = "https://files.pythonhosted.org/packages/16/87/9472cf4a487d848476865321de18cc8c920b8cab98453ab79dbbc98db63a/pandas-2.3.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d", size = 11709872, upload-time = "2025-09-29T23:21:27.165Z" }, + { url = "https://files.pythonhosted.org/packages/15/07/284f757f63f8a8d69ed4472bfd85122bd086e637bf4ed09de572d575a693/pandas-2.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac", size = 12306371, upload-time = "2025-09-29T23:21:40.532Z" }, + { url = "https://files.pythonhosted.org/packages/33/81/a3afc88fca4aa925804a27d2676d22dcd2031c2ebe08aabd0ae55b9ff282/pandas-2.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c", size = 12765333, upload-time = "2025-09-29T23:21:55.77Z" }, + { url = "https://files.pythonhosted.org/packages/8d/0f/b4d4ae743a83742f1153464cf1a8ecfafc3ac59722a0b5c8602310cb7158/pandas-2.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493", size = 13418120, upload-time = "2025-09-29T23:22:10.109Z" }, + { url = "https://files.pythonhosted.org/packages/4f/c7/e54682c96a895d0c808453269e0b5928a07a127a15704fedb643e9b0a4c8/pandas-2.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee", size = 10993991, upload-time = "2025-09-29T23:25:04.889Z" }, + { url = "https://files.pythonhosted.org/packages/f9/ca/3f8d4f49740799189e1395812f3bf23b5e8fc7c190827d55a610da72ce55/pandas-2.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5", size = 12048227, upload-time = "2025-09-29T23:22:24.343Z" }, + { url = "https://files.pythonhosted.org/packages/0e/5a/f43efec3e8c0cc92c4663ccad372dbdff72b60bdb56b2749f04aa1d07d7e/pandas-2.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21", size = 11411056, upload-time = "2025-09-29T23:22:37.762Z" }, + { url = "https://files.pythonhosted.org/packages/46/b1/85331edfc591208c9d1a63a06baa67b21d332e63b7a591a5ba42a10bb507/pandas-2.3.3-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78", size = 11645189, upload-time = "2025-09-29T23:22:51.688Z" }, + { url = "https://files.pythonhosted.org/packages/44/23/78d645adc35d94d1ac4f2a3c4112ab6f5b8999f4898b8cdf01252f8df4a9/pandas-2.3.3-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110", size = 12121912, upload-time = "2025-09-29T23:23:05.042Z" }, + { url = "https://files.pythonhosted.org/packages/53/da/d10013df5e6aaef6b425aa0c32e1fc1f3e431e4bcabd420517dceadce354/pandas-2.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86", size = 12712160, upload-time = "2025-09-29T23:23:28.57Z" }, + { url = "https://files.pythonhosted.org/packages/bd/17/e756653095a083d8a37cbd816cb87148debcfcd920129b25f99dd8d04271/pandas-2.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc", size = 13199233, upload-time = "2025-09-29T23:24:24.876Z" }, + { url = "https://files.pythonhosted.org/packages/04/fd/74903979833db8390b73b3a8a7d30d146d710bd32703724dd9083950386f/pandas-2.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:ee15f284898e7b246df8087fc82b87b01686f98ee67d85a17b7ab44143a3a9a0", size = 11540635, upload-time = "2025-09-29T23:25:52.486Z" }, + { url = "https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593", size = 10759079, upload-time = "2025-09-29T23:26:33.204Z" }, + { url = "https://files.pythonhosted.org/packages/ca/05/d01ef80a7a3a12b2f8bbf16daba1e17c98a2f039cbc8e2f77a2c5a63d382/pandas-2.3.3-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6d2cefc361461662ac48810cb14365a365ce864afe85ef1f447ff5a1e99ea81c", size = 11814049, upload-time = "2025-09-29T23:27:15.384Z" }, + { url = "https://files.pythonhosted.org/packages/15/b2/0e62f78c0c5ba7e3d2c5945a82456f4fac76c480940f805e0b97fcbc2f65/pandas-2.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ee67acbbf05014ea6c763beb097e03cd629961c8a632075eeb34247120abcb4b", size = 12332638, upload-time = "2025-09-29T23:27:51.625Z" }, + { url = "https://files.pythonhosted.org/packages/c5/33/dd70400631b62b9b29c3c93d2feee1d0964dc2bae2e5ad7a6c73a7f25325/pandas-2.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c46467899aaa4da076d5abc11084634e2d197e9460643dd455ac3db5856b24d6", size = 12886834, upload-time = "2025-09-29T23:28:21.289Z" }, + { url = "https://files.pythonhosted.org/packages/d3/18/b5d48f55821228d0d2692b34fd5034bb185e854bdb592e9c640f6290e012/pandas-2.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6253c72c6a1d990a410bc7de641d34053364ef8bcd3126f7e7450125887dffe3", size = 13409925, upload-time = "2025-09-29T23:28:58.261Z" }, + { url = "https://files.pythonhosted.org/packages/a6/3d/124ac75fcd0ecc09b8fdccb0246ef65e35b012030defb0e0eba2cbbbe948/pandas-2.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5", size = 11109071, upload-time = "2025-09-29T23:32:27.484Z" }, + { url = "https://files.pythonhosted.org/packages/89/9c/0e21c895c38a157e0faa1fb64587a9226d6dd46452cac4532d80c3c4a244/pandas-2.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2462b1a365b6109d275250baaae7b760fd25c726aaca0054649286bcfbb3e8ec", size = 12048504, upload-time = "2025-09-29T23:29:31.47Z" }, + { url = "https://files.pythonhosted.org/packages/d7/82/b69a1c95df796858777b68fbe6a81d37443a33319761d7c652ce77797475/pandas-2.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:0242fe9a49aa8b4d78a4fa03acb397a58833ef6199e9aa40a95f027bb3a1b6e7", size = 11410702, upload-time = "2025-09-29T23:29:54.591Z" }, + { url = "https://files.pythonhosted.org/packages/f9/88/702bde3ba0a94b8c73a0181e05144b10f13f29ebfc2150c3a79062a8195d/pandas-2.3.3-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a21d830e78df0a515db2b3d2f5570610f5e6bd2e27749770e8bb7b524b89b450", size = 11634535, upload-time = "2025-09-29T23:30:21.003Z" }, + { url = "https://files.pythonhosted.org/packages/a4/1e/1bac1a839d12e6a82ec6cb40cda2edde64a2013a66963293696bbf31fbbb/pandas-2.3.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2e3ebdb170b5ef78f19bfb71b0dc5dc58775032361fa188e814959b74d726dd5", size = 12121582, upload-time = "2025-09-29T23:30:43.391Z" }, + { url = "https://files.pythonhosted.org/packages/44/91/483de934193e12a3b1d6ae7c8645d083ff88dec75f46e827562f1e4b4da6/pandas-2.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:d051c0e065b94b7a3cea50eb1ec32e912cd96dba41647eb24104b6c6c14c5788", size = 12699963, upload-time = "2025-09-29T23:31:10.009Z" }, + { url = "https://files.pythonhosted.org/packages/70/44/5191d2e4026f86a2a109053e194d3ba7a31a2d10a9c2348368c63ed4e85a/pandas-2.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3869faf4bd07b3b66a9f462417d0ca3a9df29a9f6abd5d0d0dbab15dac7abe87", size = 13202175, upload-time = "2025-09-29T23:31:59.173Z" }, +] + +[[package]] +name = "pandas" +version = "3.0.5" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.15' and sys_platform == 'win32'", + "python_full_version == '3.14.*' and sys_platform == 'win32'", + "python_full_version >= '3.15' and sys_platform == 'emscripten'", + "python_full_version == '3.14.*' and sys_platform == 'emscripten'", + "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", +] +dependencies = [ + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "numpy", version = "2.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, + { name = "python-dateutil", marker = "python_full_version >= '3.11'" }, + { name = "tzdata", marker = "(python_full_version >= '3.11' and sys_platform == 'emscripten') or (python_full_version >= '3.11' and sys_platform == 'win32')" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/be/4f/5f3422a2afec5ffc46308b79e53291365a93748b498ac2e58bead0197916/pandas-3.0.5.tar.gz", hash = "sha256:dca3734d6ab7c906e6730f0788b0a1dbb9f2467731f9711f77995c8e9d62d712", size = 4658219, upload-time = "2026-07-22T22:19:28.819Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/48/ef/f1fd7431d635bf20015489bf0bd69c17fff1018de773540f651455a3916b/pandas-3.0.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2946e77e4a53cd248cbde631a12f0e51c8324ce354c3eba4d20147c1ad6f4282", size = 10397178, upload-time = "2026-07-22T22:17:48.274Z" }, + { url = "https://files.pythonhosted.org/packages/31/b4/0eafac990a431561187694126de01f9b12559549b4d86360c0c4bd870fde/pandas-3.0.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:71ecc8fb7ed1a7aa4392316b5309a6347e8e7f832f38fd897846b3a1457a9298", size = 9990736, upload-time = "2026-07-22T22:17:52.388Z" }, + { url = "https://files.pythonhosted.org/packages/de/21/359880af3ea9b7cb23bea5b51e8e70ef3866c03be09da9a2787e18e330a8/pandas-3.0.5-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b173f5951ff6b8b0ec7675e20dff3c97b7e7a57dfcce387c2d7c5afe87cb7899", size = 10814438, upload-time = "2026-07-22T22:17:54.708Z" }, + { url = "https://files.pythonhosted.org/packages/d1/50/d6cc4d7e508bbccf5d6027314a8312bc7ac73d0ec7f195f53838daafab40/pandas-3.0.5-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2c0cf1dd9b55a22d105fc46c1b489af3bd42264fcba7c66297bf47a9a1d9c78a", size = 11323634, upload-time = "2026-07-22T22:17:56.858Z" }, + { url = "https://files.pythonhosted.org/packages/70/2b/d5f0a8c90dd0ae04e64ba53b871afb796ec026b615086d382ddc2ade729b/pandas-3.0.5-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:0fac0010c75e4efb6b99e249c183a8993ce0dc95c240f9b120a5e67c727b7928", size = 11850860, upload-time = "2026-07-22T22:17:59.1Z" }, + { url = "https://files.pythonhosted.org/packages/5c/30/183aec2e19adf778a98d29b5729a0a68f4cc4ebf9b9c3b70d0297355bcb1/pandas-3.0.5-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:08d24fe11a17dc33bd6e937dc9c665f9cba08fbdc9f657f405713515febe300d", size = 12411100, upload-time = "2026-07-22T22:18:01.485Z" }, + { url = "https://files.pythonhosted.org/packages/fa/9a/31f4983f191af51ab2a8f2d0c7b33dff3a84da26533f982fff02c2f9e28b/pandas-3.0.5-cp311-cp311-win_amd64.whl", hash = "sha256:b1261758dfb6cf12c3cff8300e21cefad30e7ec709abb4c24ac7318e6a52462a", size = 9968804, upload-time = "2026-07-22T22:18:03.903Z" }, + { url = "https://files.pythonhosted.org/packages/49/97/7886c89a39045c69ad82cbceaf3343810480c8ef49a216319ce8183860a6/pandas-3.0.5-cp311-cp311-win_arm64.whl", hash = "sha256:679f4e85b30ddb1515458ab1e788d3e260eae369b1f78da7a3aa4cac8ebf4a2a", size = 9205447, upload-time = "2026-07-22T22:18:06.134Z" }, + { url = "https://files.pythonhosted.org/packages/1c/54/1dc810ea558d1320b597aa140a514f2fdf1d2ea09c38cf556f13ea712ec9/pandas-3.0.5-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:fa290c16964d4963fbfbc358928239cf3bd755b20e988ce944877def2f44471d", size = 10411717, upload-time = "2026-07-22T22:18:08.307Z" }, + { url = "https://files.pythonhosted.org/packages/68/56/fbe81c09195924d8b7b8d4461a20458fe80a6a5ed6b24f0314da684277e1/pandas-3.0.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c2e26bb46934b8a2ca0c3de1d3d606fc5f6746584791b2db264d58cf370e08dc", size = 9957095, upload-time = "2026-07-22T22:18:10.6Z" }, + { url = "https://files.pythonhosted.org/packages/e0/51/fac252f4a913ed5eabf3c11b880a9e8d5a6c10f0b2129d0462212d238b4d/pandas-3.0.5-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:73fa87b08a7ef706f8aafda39ddaccf2a99047bea62d8c88a0361bcafb2237bc", size = 10485458, upload-time = "2026-07-22T22:18:12.834Z" }, + { url = "https://files.pythonhosted.org/packages/12/98/e976540c1addf70442be7842a18cf70884a964abbf69442504f4d2939989/pandas-3.0.5-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d373ce03ffd84010ed9839fa73672a9c8256990532e158440c0085db7d914b34", size = 10998091, upload-time = "2026-07-22T22:18:15.209Z" }, + { url = "https://files.pythonhosted.org/packages/a4/8c/1f29b5be8d3fc47dd7567eb167fabba2085879b31e0287ce7cba6d3d2ff4/pandas-3.0.5-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:2a29c53d85ea98c5e792c59ef82ee9fbe6ca902c0d0adb6b23f45ef894cd7bf6", size = 11499501, upload-time = "2026-07-22T22:18:17.689Z" }, + { url = "https://files.pythonhosted.org/packages/9d/e2/bd9c98ad2df7b38bde002adde4cdf353519da51881634323b126c55997f9/pandas-3.0.5-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a5ad3b02ed6bc7d7ae9b70804b2c6aa31827489d150f8e623ce82491b82085d7", size = 12060559, upload-time = "2026-07-22T22:18:20.147Z" }, + { url = "https://files.pythonhosted.org/packages/f3/9a/ffbd852d58bd74a617fe2f8ee6a58a96982271ce41cf981eab22190b4a4b/pandas-3.0.5-cp312-cp312-pyemscripten_2024_0_wasm32.whl", hash = "sha256:b2acb4650527eec6822c3dadb2b771277b65e7dae7a267d4bccf65fd1bb3fbce", size = 7197652, upload-time = "2026-07-22T22:18:22.502Z" }, + { url = "https://files.pythonhosted.org/packages/70/b5/d2d3e9ae73362ba4229651b0ee1455cf78073a1ce585f6ff693782ce263e/pandas-3.0.5-cp312-cp312-win_amd64.whl", hash = "sha256:80a611068e8a3ac23f7398c6c14eb46dc974e5cc9997f653e2dcfd1da74edd41", size = 9831691, upload-time = "2026-07-22T22:18:24.534Z" }, + { url = "https://files.pythonhosted.org/packages/52/51/dea1e89d6a6796b9c43f85a09b484ee03edb8a4c4842e73e200a8c11301c/pandas-3.0.5-cp312-cp312-win_arm64.whl", hash = "sha256:25ff585b972a18ef1fe9ffa3ac6544d9950508aa76832e5147640b6022821e49", size = 9105796, upload-time = "2026-07-22T22:18:27.064Z" }, + { url = "https://files.pythonhosted.org/packages/bf/09/7b95c4a0025227d6f118c4039b423412ac6a982db02864166185d812fbc7/pandas-3.0.5-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c1c05a767fe8e5b4fe9e1c29806829c582052eaedb9120a3da83ba3f69e24a5b", size = 10385742, upload-time = "2026-07-22T22:18:29.346Z" }, + { url = "https://files.pythonhosted.org/packages/8d/0c/dc78fd8c4da477b4b5e8ad37295af352190d21ef63a9ee1bc071753074cc/pandas-3.0.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b86765f268b56f7e665b93bce9d5df69dee7f99e595cf8fb839483ab315942a3", size = 9932067, upload-time = "2026-07-22T22:18:31.833Z" }, + { url = "https://files.pythonhosted.org/packages/3e/71/3592c055cf44df9808550f9368ceda80ff2b224d355ef73fe251dcda1802/pandas-3.0.5-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c597ecf5616b5c420372c1d4d4c00dbbfba7398bea857dcc984347e1ea48417b", size = 10466756, upload-time = "2026-07-22T22:18:34.195Z" }, + { url = "https://files.pythonhosted.org/packages/e3/70/4363150359f95b4cb4bcbb34ca23572bb5495749a621a8f3d5a1ddfd293c/pandas-3.0.5-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4b11c36e218331d0387cbe3a0a5f75162357a1d92d57b2b08a336ff94b19b2be", size = 10938525, upload-time = "2026-07-22T22:18:36.81Z" }, + { url = "https://files.pythonhosted.org/packages/f7/d0/317e7a0c67c0e69fa905a0161409397a7dc2d46ff611f6ca4803352c042b/pandas-3.0.5-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:cf52e1f61d229496da17dc7ab54acdee627357e7008fd4fecba3d0ba2937fa58", size = 11489303, upload-time = "2026-07-22T22:18:39.287Z" }, + { url = "https://files.pythonhosted.org/packages/f1/8d/36dade89b49e4f9d5cbdbe863772581f98c0c6d78fc39ad4c557f6f2e17e/pandas-3.0.5-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:db172144bb56422bd157812f3b021eacc255451470b31e2c633c349490a1cfee", size = 11989004, upload-time = "2026-07-22T22:18:42.208Z" }, + { url = "https://files.pythonhosted.org/packages/9c/ba/18c4ec8a746e177da05a9e7a7963781d8ea195780724f854601b6ebd6b78/pandas-3.0.5-cp313-cp313-win_amd64.whl", hash = "sha256:0d298e951f23016ce4699951d044ae6418dbc91bf68cefca0f77666fcbb4e5c6", size = 9826896, upload-time = "2026-07-22T22:18:44.539Z" }, + { url = "https://files.pythonhosted.org/packages/de/ec/28a57266b753799a87b8bc79e7887ac6fd981b8c6d2978a0b7e7b6bd708c/pandas-3.0.5-cp313-cp313-win_arm64.whl", hash = "sha256:66266d3442a5e8b3c90274c2b8b230bee42dd1c286bc822cc2f9f2c7e12b883e", size = 9094790, upload-time = "2026-07-22T22:18:47.468Z" }, + { url = "https://files.pythonhosted.org/packages/51/2f/cf6aae281264f4463f0875bcbb15fd2bb6d291cc535187dad1732475e4a9/pandas-3.0.5-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:2f264fc46911cc8131a7322a16199bbf8e353d27c10bb211f5bd0c814324dc36", size = 10390034, upload-time = "2026-07-22T22:18:49.818Z" }, + { url = "https://files.pythonhosted.org/packages/06/ec/5189518c7a7659c4bdcc6b1eb32c46c6f3c86b0661ffd84143d1112c7732/pandas-3.0.5-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:53730687fcd161883b24e10411c06d6a4c0f2275d2faf3bb2bc25deb4ba8007c", size = 9980065, upload-time = "2026-07-22T22:18:52.249Z" }, + { url = "https://files.pythonhosted.org/packages/ea/f1/598503ce8d7e3c35601e0747ba288c7864baae66380725bc12f13f884dfe/pandas-3.0.5-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:960d3ebcf249f75206899fcd2c6de53f736b7265759ced0d3e559df0b8b709b0", size = 10545532, upload-time = "2026-07-22T22:18:54.813Z" }, + { url = "https://files.pythonhosted.org/packages/fa/de/ceae2adf7034e07e9910299fe412e1819c4f0dd520700a888bcb03625448/pandas-3.0.5-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9e94c2c5ca43bd3ca32bf64d32308887b65e5f9bfd8023ea52755107a999f93b", size = 10963120, upload-time = "2026-07-22T22:18:57.42Z" }, + { url = "https://files.pythonhosted.org/packages/66/25/86e0f4451874eb79e688deeebe3c451fec4557f8952005818d800ee8ac7e/pandas-3.0.5-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:e819dd5f62966b481a8cb649d3299ebd886a1ea91ed5a99bf7ce77c98d18ab94", size = 11563178, upload-time = "2026-07-22T22:18:59.729Z" }, + { url = "https://files.pythonhosted.org/packages/f3/45/8643daa3b4147e433adfcccefdd0380d3aad79d86b15d8999730fe1944d5/pandas-3.0.5-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:3c5ed2e7c06e91d340dfd091d7934f9bc82e4a36b95f647f090b9d1c9ac649da", size = 12028708, upload-time = "2026-07-22T22:19:02.164Z" }, + { url = "https://files.pythonhosted.org/packages/96/58/ad979ae617615576e8aafd569c9d4b62f1191d896e38f51d66ba06f3b89a/pandas-3.0.5-cp314-cp314-win_amd64.whl", hash = "sha256:cd8f7c6dc98527058ee6264219343f5392240a6f1bfa654fc5d79023020d0c92", size = 9951806, upload-time = "2026-07-22T22:19:04.596Z" }, + { url = "https://files.pythonhosted.org/packages/69/32/7ac03886b304049a9d2625ee88f59af760d8a93bd30ed9239bce7b9869a8/pandas-3.0.5-cp314-cp314-win_arm64.whl", hash = "sha256:5183427f5a8156d480f30333777bc978be93650a49a7c01db26adffe95b31e85", size = 9238297, upload-time = "2026-07-22T22:19:06.836Z" }, + { url = "https://files.pythonhosted.org/packages/be/ed/1d1f2ee5547d5167face2376d11c8b2a4c7bfff5a416ee7a9046891fab1e/pandas-3.0.5-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:303da736987d481074ca720ada325f8bd80c64ebc2d45ed79b29df3aaa4a26ca", size = 10849690, upload-time = "2026-07-22T22:19:09.391Z" }, + { url = "https://files.pythonhosted.org/packages/57/55/17e17152e98fbb0c4b1e562bc65387a2f20a80db0f4a86bf8d3a0e4248d4/pandas-3.0.5-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:3b2801bbb049d0136f6c213eae02b5fca969384fc2064dd728d8620552aa49da", size = 10509945, upload-time = "2026-07-22T22:19:11.773Z" }, + { url = "https://files.pythonhosted.org/packages/88/90/817d44dbf83facf9556f33576d9af0a241981e7bb5c00606c0bcb5df8dda/pandas-3.0.5-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cce3a9d11d2b1f82c69a27ec1f4948a170e2c403c4bbfa8cca62e3fdebe2ef3a", size = 10392197, upload-time = "2026-07-22T22:19:14.024Z" }, + { url = "https://files.pythonhosted.org/packages/f1/da/889f00c0a6f5aa1545add70abbf01502dff87ab577adb855bd631c54d2f2/pandas-3.0.5-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ef01af4d8dc6cd2c8d6c7736f149574ef93fe043811eeb5e445f2647154b5040", size = 10862726, upload-time = "2026-07-22T22:19:16.351Z" }, + { url = "https://files.pythonhosted.org/packages/bc/98/f1e934fb3c98fce859c6147c6785816c7b5b9ab7821115c5d8c4de9842b9/pandas-3.0.5-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e2759e890db96dfcffdbd9b86c3c2cb6afaf58def482820317e06163ec1066cd", size = 11414864, upload-time = "2026-07-22T22:19:18.981Z" }, + { url = "https://files.pythonhosted.org/packages/fe/be/d448af7d657d82e1888dd8551f79c6d6fb161080b5b9752d84d910ec2319/pandas-3.0.5-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:b58b1b39d46a5862e3fb18f50d1a201398619d16a0f9f73f57eea5583cf0e63c", size = 11925105, upload-time = "2026-07-22T22:19:21.515Z" }, + { url = "https://files.pythonhosted.org/packages/29/c1/ccb4238212c8c4f496c584f3044d94e0c030ed8e1d68999db46c91c2242f/pandas-3.0.5-cp314-cp314t-win_amd64.whl", hash = "sha256:1c10461f6eeb35d8f05b6184c65c8b9991663b66c46b1d559b682cb34ae7c6ea", size = 10387612, upload-time = "2026-07-22T22:19:24.257Z" }, + { url = "https://files.pythonhosted.org/packages/d2/cf/6a51b2c38980e04c279fd2fa908a1b0982064e860444acfca4ec2e2c8359/pandas-3.0.5-cp314-cp314t-win_arm64.whl", hash = "sha256:3c5015fd1730fbf883647e88068176c839c102cea883ba1769a6f4593bfc1f8c", size = 9509776, upload-time = "2026-07-22T22:19:26.694Z" }, +] + +[[package]] +name = "pathspec" +version = "1.1.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/5a/82/42f767fc1c1143d6fd36efb827202a2d997a375e160a71eb2888a925aac1/pathspec-1.1.1.tar.gz", hash = "sha256:17db5ecd524104a120e173814c90367a96a98d07c45b2e10c2f3919fff91bf5a", size = 135180, upload-time = "2026-04-27T01:46:08.907Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f1/d9/7fb5aa316bc299258e68c73ba3bddbc499654a07f151cba08f6153988714/pathspec-1.1.1-py3-none-any.whl", hash = "sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189", size = 57328, upload-time = "2026-04-27T01:46:07.06Z" }, +] + +[[package]] +name = "pillow" +version = "12.3.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/1c/3d/bb7fca845737cf9d7dbde16ed1843984665ff2e0a518f5db43e77ec540b9/pillow-12.3.0.tar.gz", hash = "sha256:3b8182a766685eaa002637e28b4ec8d6b18819a0c71f579bf0dbaa5830297cce", size = 47025035, upload-time = "2026-07-01T11:56:38.965Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/25/c2/669d88644cddb1485bd9534e63e8cf476c8e51cb3c3a1297677023505c0e/pillow-12.3.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:6c0016e7b354317c4e9e525b937ac8596c38d2d232b419529b9cd7a1cd46e39a", size = 5392418, upload-time = "2026-07-01T11:53:27.808Z" }, + { url = "https://files.pythonhosted.org/packages/6b/ba/3762f376a2948e3036488d773a146e0ae6ecc2ca03ac20e2615bd0b2ba02/pillow-12.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:bcc33feacfaefce60c12fd500a277533bdc02b10a19f7f6d348763d8140bbba7", size = 4785287, upload-time = "2026-07-01T11:53:29.761Z" }, + { url = "https://files.pythonhosted.org/packages/07/50/b5d688cc9c52d4482f3d5bcab6ce20bc2a74a85d2343841c907444a3be2c/pillow-12.3.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5594fc43d548a7ed94949d139aa1341b270f1863f11cfd37f5a6c8b778a6b67f", size = 6253754, upload-time = "2026-07-01T11:53:32.298Z" }, + { url = "https://files.pythonhosted.org/packages/4e/89/36f4cd76cf4baf05c50ababb976249153f18c959171c7f6ba09a6f217260/pillow-12.3.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f0606c8bf2cdefea14a43530f7657cbbb7ecf1c4222512492ef4a4434a9501ec", size = 6925605, upload-time = "2026-07-01T11:53:34.487Z" }, + { url = "https://files.pythonhosted.org/packages/eb/c0/4de58cf6633b9e3a6061ef4be6fb91fc3c90b812ece886f531e3c523d777/pillow-12.3.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:85f998ea1848bc6757289e739cfbdda3a04adfd58b02fc018ce54d754a5ce468", size = 6327788, upload-time = "2026-07-01T11:53:36.433Z" }, + { url = "https://files.pythonhosted.org/packages/87/3c/14d53682a19550dbbaf3b598f807d5457646c510805a44c7d7891cd1cd1a/pillow-12.3.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:25b9b82bb22e6e2b3cd07b39c68b7b862001226cb3dff7130d1cb914121b39ed", size = 7036288, upload-time = "2026-07-01T11:53:38.712Z" }, + { url = "https://files.pythonhosted.org/packages/38/1d/36279e3c77efe034e4cc2b0393ee74ffdb5a62391dacbf9b916154f5f0b8/pillow-12.3.0-cp310-cp310-win32.whl", hash = "sha256:37dc8f7bbb66efe481bb60defacef820c950c24713fb44962ed6aa2a50966de1", size = 6472396, upload-time = "2026-07-01T11:53:40.781Z" }, + { url = "https://files.pythonhosted.org/packages/48/7c/8fa0039574c476d7c6fa57dd7c32a130436877c6ec1e5ce1cc8ec44878c1/pillow-12.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:300557495eb45ebb8aec96c2da9c4be642fbf7cd937278b4013ba894ea8eb0eb", size = 7226887, upload-time = "2026-07-01T11:53:42.764Z" }, + { url = "https://files.pythonhosted.org/packages/fa/17/e324be141d173c1c919428066c3259f21c1b8982e564e01a4a81e96dbdcf/pillow-12.3.0-cp310-cp310-win_arm64.whl", hash = "sha256:514435a37670e3e5e08f3945b68718b6ed329bb84367777e16f9f4dfe1e61a0f", size = 2568039, upload-time = "2026-07-01T11:53:45.372Z" }, + { url = "https://files.pythonhosted.org/packages/fb/c8/0a78b0e02d7ac54bc03e5321c9220da52f0c2ea83b21f7c40e7f3169c502/pillow-12.3.0-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:00808c5e14ef63ac5161091d242999076604ff74b883423a11e5d7bbb38bf756", size = 5392415, upload-time = "2026-07-01T11:53:47.162Z" }, + { url = "https://files.pythonhosted.org/packages/b2/5b/a02d30018abd97ced9f5a6c63d28597694a00d066516b9c1c6de45859fc9/pillow-12.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:37d6d0a00072fd2948eb22bce7e1475f34569d90c87c59f7a2ec59541b77f7a6", size = 4785266, upload-time = "2026-07-01T11:53:49.079Z" }, + { url = "https://files.pythonhosted.org/packages/c8/98/766667a4be768150a202836acd9fad19c06824ca86c4286d3cf6b274964e/pillow-12.3.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bcb46e2f9feff8d06323983bd83ed00c201fdcab3d74973e7072a889b3979fcd", size = 6263814, upload-time = "2026-07-01T11:53:51.32Z" }, + { url = "https://files.pythonhosted.org/packages/3b/2d/ede717bc1144f63886c21fd349bb95860b0d1a21149ff16f2bb362b612b6/pillow-12.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:23d27a3e0307ec2244cc51e7287b919aa68d097504ebe19df4e76a98a3eea5bd", size = 6934408, upload-time = "2026-07-01T11:53:53.487Z" }, + { url = "https://files.pythonhosted.org/packages/a3/48/9c58b685e69d49c31af6c8eb9012055fab7e665785165c84796e2c73ce72/pillow-12.3.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:4f883547d4b7f0495ebe7056b0cc2aea76094e7a4abc8e933540f3271df27d9c", size = 6337160, upload-time = "2026-07-01T11:53:55.457Z" }, + { url = "https://files.pythonhosted.org/packages/ff/fa/dc2a5c0ba6df93f67c31d34b808b7ce440b40cdbf96f0b81cde1d1e6fa93/pillow-12.3.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:236ff70b9312fb68943c703aa842ca6a758abfa45ac187a5e7c1452e96ef72b5", size = 7045172, upload-time = "2026-07-01T11:53:57.736Z" }, + { url = "https://files.pythonhosted.org/packages/86/a5/444817a4d4c4c2417df00513086ca196f388d8f9ef40c2e4ccd1ad1af54b/pillow-12.3.0-cp311-cp311-win32.whl", hash = "sha256:10e41f0fbf1eec8cfd234b8fe17a4caac7c9d0db4c204d3c173a8f9f6ef3232b", size = 6472232, upload-time = "2026-07-01T11:53:59.767Z" }, + { url = "https://files.pythonhosted.org/packages/63/c6/4bad1b18d132a50b27e1365e1ab163616f7a5bb56d330f66f9d1d9d4f9d4/pillow-12.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:8e95e1385e4998ae9694eeaa4730ba5457ff61185b3a55e2e7bea0880aef452a", size = 7233653, upload-time = "2026-07-01T11:54:02.066Z" }, + { url = "https://files.pythonhosted.org/packages/fd/16/00f91ab7760dc842f5aad55217e80fc4a7067a0604535249bc8a2d6d9870/pillow-12.3.0-cp311-cp311-win_arm64.whl", hash = "sha256:ebaea975e03d3141d9d3a507df75c9b3ec90fa9d2ffd07567b3a978d9d790b26", size = 2568195, upload-time = "2026-07-01T11:54:04.622Z" }, + { url = "https://files.pythonhosted.org/packages/37/bf/fb3ebff8ddcb76aac5a01389251bbbb9519922a9b520d8247c1ca864a25d/pillow-12.3.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:ba09209fbe443b4acccebe845d8a138b89a8f4fbaeedd44953490b5315d5e965", size = 5345969, upload-time = "2026-07-01T11:54:06.397Z" }, + { url = "https://files.pythonhosted.org/packages/d8/66/9a386a92561f402389a4fc70c18838bf6d35eb5eb5c6850b4b2dc64f5048/pillow-12.3.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ffd0c5368496f41b0944be820fcb7a838aa6e623d250b01acf2643939c3f99d7", size = 4780323, upload-time = "2026-07-01T11:54:09.351Z" }, + { url = "https://files.pythonhosted.org/packages/25/27/ac8f99618ffd3dde21db0f4d4b1d2ab00c0880595bfd17df103f7f39fd0c/pillow-12.3.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d9c7f76c0673154f044e9d78c8655fb4213f6ca31a836df48b40fe5d187717b9", size = 6266838, upload-time = "2026-07-01T11:54:11.71Z" }, + { url = "https://files.pythonhosted.org/packages/84/21/a35af28dcc61f37ed850a2d64c65c701321dfbf25085e469d5559360cbbf/pillow-12.3.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:78cb2c6865a35ab8ff8b75fd122f6033b92a62c82801110e48ddd6c936a45d91", size = 6940830, upload-time = "2026-07-01T11:54:13.732Z" }, + { url = "https://files.pythonhosted.org/packages/eb/51/8b08617af3ad95e33ce6d7dd2c99ed6c8298f7fb131636303956be022e25/pillow-12.3.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e491916b378fba47242221bb9ead245211b70d504f495d105d17b14a24b4907c", size = 6344383, upload-time = "2026-07-01T11:54:15.756Z" }, + { url = "https://files.pythonhosted.org/packages/1d/72/cf78ac9780bb93c28328f408973845a309d4d145041665f734572ced1b52/pillow-12.3.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0dd2064cbc55aaec028ef5fbb60fa47bb6c3e7918e07ff17935284b227a9d2df", size = 7052934, upload-time = "2026-07-01T11:54:17.721Z" }, + { url = "https://files.pythonhosted.org/packages/20/20/25e0f4dc178a6bc0696793720055519a0de89e7661dae886992decbd2f81/pillow-12.3.0-cp312-cp312-win32.whl", hash = "sha256:dbce0b29841537a2fa4a214c2bbf14de3587c9680caa9b4e217568472490b28f", size = 6472684, upload-time = "2026-07-01T11:54:19.839Z" }, + { url = "https://files.pythonhosted.org/packages/45/89/da2f7971a317f83d807fdd4065c0af40208e59e692cc43d315a71a0e96d1/pillow-12.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:a2b55dd6b2a4c4b7d87ffa56bdb33fdc5fdb9a462173861a7bc097f17d91cb09", size = 7227137, upload-time = "2026-07-01T11:54:22.025Z" }, + { url = "https://files.pythonhosted.org/packages/de/47/4845a0a6c0dbf1db8456bd9fc791f13c5ced7ced20606d08a0aacfd25b49/pillow-12.3.0-cp312-cp312-win_arm64.whl", hash = "sha256:331b624368d4f1d069149002f25f44bc61c8919ce8ddb3c45bdad8f6e2d89510", size = 2568267, upload-time = "2026-07-01T11:54:24.051Z" }, + { url = "https://files.pythonhosted.org/packages/9d/ac/31fb64e1e7efb5a4b50cd3d92049ba89ac6e4d8d3bb6a74e15048ca3353e/pillow-12.3.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:21900ce7ba264168cd50defae43cd75d25c833ad4ad6e73ffc5596d12e25ac89", size = 4161684, upload-time = "2026-07-01T11:54:25.934Z" }, + { url = "https://files.pythonhosted.org/packages/87/b4/9805e23d2b4d77842b468513841fda254ee42f0289d25088340e4ff46e2d/pillow-12.3.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:4e8c2a84d977f50b9daed6eeaf3baef67d00d5d74d932288f02cb94518ee3ace", size = 4255487, upload-time = "2026-07-01T11:54:27.935Z" }, + { url = "https://files.pythonhosted.org/packages/df/39/ecf519435a200c693fe053a6ee4d835b41cf963a4dfc2551c4e637cb2a71/pillow-12.3.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:ae26d61dfa7a47befdc7572b521024e8745f3d809bd95ca9505a7bba9ef849ec", size = 3696433, upload-time = "2026-07-01T11:54:29.813Z" }, + { url = "https://files.pythonhosted.org/packages/42/92/2fc3ffad878ae8dd5469ec1bc8eb83b71f48e13efdf68f02709003982a32/pillow-12.3.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:7a743ff716f746fc19a9557f60dab1600d4613255f8a7aeb3cdde4db7eb15a66", size = 5345889, upload-time = "2026-07-01T11:54:31.97Z" }, + { url = "https://files.pythonhosted.org/packages/10/76/8803c13605b763d33d156c4678fc77f8443389c0c51c8aef707bb02015f4/pillow-12.3.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d69141514cc30b774ceea5e3ed3a6635c8d8a96edf664689b890f4089111fb35", size = 4780109, upload-time = "2026-07-01T11:54:34.026Z" }, + { url = "https://files.pythonhosted.org/packages/1f/01/e18aff37cb0b4aac47ac90f016d347a49aca667ef97f190b06ac2aabc928/pillow-12.3.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f7401aebd7f581d7f83a439d87d474999317ee099218e5ad25d125290990ba65", size = 6263736, upload-time = "2026-07-01T11:54:36.131Z" }, + { url = "https://files.pythonhosted.org/packages/f7/62/de5bdd77d935331f4f802edc11e4d82950f642caad6cb2f949837b8560e2/pillow-12.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0847a763afefb695bc912d7c131e7e0632d4edc1d8698f58ddabec8e46b8b6d3", size = 6937129, upload-time = "2026-07-01T11:54:38.216Z" }, + { url = "https://files.pythonhosted.org/packages/70/4d/105627a13300c5e0df1d174230b32fd1273062c96f7745fd552b945d1e1d/pillow-12.3.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:571b9fcb07b97ef3a492028fb3d2dc0993ca23a06138b0315286566d29ef718a", size = 6339562, upload-time = "2026-07-01T11:54:40.354Z" }, + { url = "https://files.pythonhosted.org/packages/6b/1d/f13de01a553988ab895ba1c722e06cf3144d4f57656fd5b81b6d881f1179/pillow-12.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:756c768d0c9c2955feb7a56c37ea24aea2e369f8d36a88da270b6a9f19e62b5e", size = 7049439, upload-time = "2026-07-01T11:54:42.489Z" }, + { url = "https://files.pythonhosted.org/packages/c9/f9/066794cca041b969964f779ee5fa66a9498bbf34248ac39c5d7954e4198f/pillow-12.3.0-cp313-cp313-win32.whl", hash = "sha256:a876864214e136f0eb367788dbd7df045f4806801518e2cfe9e13229cfe06d8f", size = 6473287, upload-time = "2026-07-01T11:54:44.9Z" }, + { url = "https://files.pythonhosted.org/packages/a6/9b/7a58e61d62be561da3a356fe2384d4059a6345fc130e23ef1c36a5b81d24/pillow-12.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:1cca606cd25738df4ed873d5ad46bbdb3d83b5cbca291f6b4ff13a4df6b0bbe8", size = 7239691, upload-time = "2026-07-01T11:54:47.141Z" }, + { url = "https://files.pythonhosted.org/packages/aa/b0/c4ed4f0ef8f8fa5ee8351537db6650bb8189f7e118842978dd6589065692/pillow-12.3.0-cp313-cp313-win_arm64.whl", hash = "sha256:b629de27fda84b42cde7edef0d85f13b958b47f6e9bbcbba9b673c562a89bd8b", size = 2568185, upload-time = "2026-07-01T11:54:49.137Z" }, + { url = "https://files.pythonhosted.org/packages/dc/01/001f65b68192f0228cc1dbbc8d2530ab5d58b61037ba0587f946fea607cd/pillow-12.3.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:9cf95fe4d0f84c82d282745d9bb08ad9f926efa00be4697e767b814ce40d4330", size = 4161736, upload-time = "2026-07-01T11:54:51.156Z" }, + { url = "https://files.pythonhosted.org/packages/1a/d2/0219746d0fd16fc8a84498e79452375be3797d3ce4044596ce565164b84f/pillow-12.3.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:8728f216dcdb6e6d555cf971cb34076139ad74b31fc2c14da4fafc741c5f6217", size = 4255435, upload-time = "2026-07-01T11:54:53.414Z" }, + { url = "https://files.pythonhosted.org/packages/c8/02/8d0bc62ef0302318c46ff2a512822d2610e81c7aa46c9b3abe6cbaca5ad0/pillow-12.3.0-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:a45650e8ce7fafffd731db8550230db6b0d306d181a90b67d3e6bca2f1990930", size = 3696262, upload-time = "2026-07-01T11:54:55.739Z" }, + { url = "https://files.pythonhosted.org/packages/85/e2/73c77d218410b14f5f2d565e8a998d5317b7b9c75368d29985139f7a46f0/pillow-12.3.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:ba54cfebe86920a559a7c4d6b9050791c20513650a1952ebe3368c7dc70306f8", size = 5350344, upload-time = "2026-07-01T11:54:57.657Z" }, + { url = "https://files.pythonhosted.org/packages/c7/da/32c752228ae345f489e3a42499d817b6c3996da7e8a3bc7a04fc806b243b/pillow-12.3.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:e158cb00350dc278f3b91551101aa7d12415a66ebf2c91d8d5ac14e56ddd3ad0", size = 4780131, upload-time = "2026-07-01T11:54:59.713Z" }, + { url = "https://files.pythonhosted.org/packages/b1/9d/8b2c807dbef61a5197c047afe99823787eb66f63daf9fb2432f91d6f0462/pillow-12.3.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e9aeb04d6aef139de265b29683e119b638208f88cf73cdd1658aa07221165321", size = 6263757, upload-time = "2026-07-01T11:55:01.778Z" }, + { url = "https://files.pythonhosted.org/packages/5c/44/c85361f65dbe00eea8576ee467c768d25129989efb76e94f205e9ca9bb46/pillow-12.3.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:251bf95b67017e27b13d82f5b326234ca62d70f9cf4c2b9032de2358a3b12c7b", size = 6936962, upload-time = "2026-07-01T11:55:03.93Z" }, + { url = "https://files.pythonhosted.org/packages/18/7e/e483414b35800b86b6f08dbbc7803fb5cd52c4d6f897f47d53ea2c7e6f65/pillow-12.3.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:fe3cca2e4e8a592be0f269a1ca4835c25199d9f3ce815c8491048f785b0a0198", size = 6339171, upload-time = "2026-07-01T11:55:05.989Z" }, + { url = "https://files.pythonhosted.org/packages/f0/f4/68c491844841ede6bed70189546b3ee9731cf9f2cbad396faff5e1ccba45/pillow-12.3.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:23aceaa007d6172b02c277f0cd359c79492bbb14f7072b4ede9fbcaf20648130", size = 7048116, upload-time = "2026-07-01T11:55:08.131Z" }, + { url = "https://files.pythonhosted.org/packages/a3/34/77f3f793fed8efc7d243f21b33c5a3f0d1c97ee70346d3db855587e155ff/pillow-12.3.0-cp314-cp314-win32.whl", hash = "sha256:af8d94b0db561cf68b88a267c5c44b49e134f525d0dc2cb7ed413a66bc23559a", size = 6467209, upload-time = "2026-07-01T11:55:10.408Z" }, + { url = "https://files.pythonhosted.org/packages/f1/e0/492879f69d94f91f60fc8cd05ba03650e9520afebb2fb7aa12777d7c7f38/pillow-12.3.0-cp314-cp314-win_amd64.whl", hash = "sha256:fdafc9cce40277e0f7a0feabce0ee50dd2fa1800f3b38015e51296b5e814048d", size = 7237707, upload-time = "2026-07-01T11:55:12.745Z" }, + { url = "https://files.pythonhosted.org/packages/c9/ac/6b11f2875f1c2ac040d84e1bbf9cf22a88038f901ca1037898b280b38365/pillow-12.3.0-cp314-cp314-win_arm64.whl", hash = "sha256:e91206ee562682b51b98ef4b26a6ef48fd84e15fd4c4bc5ec768eb641d206838", size = 2565995, upload-time = "2026-07-01T11:55:14.736Z" }, + { url = "https://files.pythonhosted.org/packages/52/69/c2208e56af9bfc1913afb24020297a691eb1d4ef688474c8a04913f65e04/pillow-12.3.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:164b31cd1a0490ab6efae01aa5df49da7061be0af1b30e035b6e9a1bfe34ee6e", size = 5352503, upload-time = "2026-07-01T11:55:17.076Z" }, + { url = "https://files.pythonhosted.org/packages/07/70/e5686d753e898a45d778ff1718dba8516ead6ab6b95d85fc8c4b70650cf2/pillow-12.3.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:5afb51d599ea772b8365ae807ae557f18bccfe46ab261fd1c2a9ed700fc6eb17", size = 4782956, upload-time = "2026-07-01T11:55:19.448Z" }, + { url = "https://files.pythonhosted.org/packages/d5/37/25c6692f06927ee973ff18c8d9ee98ad0b4d84ee67a09610c2dd1447958e/pillow-12.3.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3edce1d53195db527e0191f84b71d02022de0540bf43a16ed734ed7537b07385", size = 6322855, upload-time = "2026-07-01T11:55:21.613Z" }, + { url = "https://files.pythonhosted.org/packages/cc/91/420637fcb8f1bc11029e403b4538e6694744428d8246118e45719f944556/pillow-12.3.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bf16ba1b4d0b6b7c8e534936632270cf70eb00dbe09005bc345b2677b726855c", size = 6989642, upload-time = "2026-07-01T11:55:24.006Z" }, + { url = "https://files.pythonhosted.org/packages/10/08/b94d7811281ccf0d143a1cf768d1c49e1e54af63e7b708ab2ee3eb87face/pillow-12.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:24870b09b224f7ae3c39ed07d10e819d06f8720bc551847b1d623832b5b0e28d", size = 6391281, upload-time = "2026-07-01T11:55:26.252Z" }, + { url = "https://files.pythonhosted.org/packages/d2/87/24233f785f55474dc02ce3e739c5528a77e3a862e9333d1dd7a25cc31f70/pillow-12.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:30f2aa603c41533cc25c05acd0da21636e84a315768feb631c937177db558931", size = 7096716, upload-time = "2026-07-01T11:55:28.318Z" }, + { url = "https://files.pythonhosted.org/packages/23/26/fcb2f6e37175b04f53570b59937867e2b80ee1685e744023153028fc14f9/pillow-12.3.0-cp314-cp314t-win32.whl", hash = "sha256:4b0a7fe987b14c31ebda6083f74f22b561fd3739bc0ac51e019622e3d72668c7", size = 6474125, upload-time = "2026-07-01T11:55:30.956Z" }, + { url = "https://files.pythonhosted.org/packages/90/de/3634abee5f1c9e13c56787b7d5517b0ba8d6de51700b95578cf338349c9f/pillow-12.3.0-cp314-cp314t-win_amd64.whl", hash = "sha256:962864dc93511324d51ddbb5b9f8731bf71675b93ca612a07441896f4688fb8c", size = 7242939, upload-time = "2026-07-01T11:55:34.044Z" }, + { url = "https://files.pythonhosted.org/packages/ce/2a/fd13f8eb24de5714a6eb444a3d67e2842c6c576e159a43793adf23051351/pillow-12.3.0-cp314-cp314t-win_arm64.whl", hash = "sha256:0740a512dc522224c77d9aa5a8d70d8b7d73fb91f2c21125d8d025d3b8990e45", size = 2567506, upload-time = "2026-07-01T11:55:35.988Z" }, + { url = "https://files.pythonhosted.org/packages/5d/dc/8fdce34ec725a33c81c6ba122b904d6b9024e50ea9ac7bede62fab54506c/pillow-12.3.0-cp315-cp315-ios_13_0_arm64_iphoneos.whl", hash = "sha256:0feb2e9d6ad6c9e3c06effe9d00f3f1e618a6643273576b016f591e9315a7139", size = 4162063, upload-time = "2026-07-01T11:55:37.941Z" }, + { url = "https://files.pythonhosted.org/packages/76/66/2044b9a63d3b84ff048228dfcb7cd9bf0df983e8470971bf7d4c57b693de/pillow-12.3.0-cp315-cp315-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:9e881fca225083806662a5c43d627d215f258ff43c890f831966c7d7ba9c7402", size = 4255549, upload-time = "2026-07-01T11:55:40.022Z" }, + { url = "https://files.pythonhosted.org/packages/52/7e/1f67e6f4ece6b582ee4b539decbcc9f848dc245a93ed8cd7338bafef72f1/pillow-12.3.0-cp315-cp315-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:4998562bf62a445225f22e07c896bb04b35b1b1f2eb6d760584c9c51d7a5f78c", size = 3696331, upload-time = "2026-07-01T11:55:41.98Z" }, + { url = "https://files.pythonhosted.org/packages/12/40/d306fc2c8e4d45d7f175c77edca7063be7b86fe7fe6e68f4353bf71d808c/pillow-12.3.0-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:dc624f6bc473dacdf7ef7eb8678d0d08edf15cd94fad6ae5c7d6cc67a4e4902f", size = 5350370, upload-time = "2026-07-01T11:55:44.028Z" }, + { url = "https://files.pythonhosted.org/packages/dd/44/668fb1437e8ce420f62d6106eb66e44a5971602a4d794615bdf79315d82d/pillow-12.3.0-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:71d6097b330eea8fd15097780c8e89cb1a8ce7838669f48c5bacd6f663dd4701", size = 4780147, upload-time = "2026-07-01T11:55:46.073Z" }, + { url = "https://files.pythonhosted.org/packages/0c/08/93fa2e70e30a2d81547e481b6ee2bb9522117221fb1e0ce4b5df70967677/pillow-12.3.0-cp315-cp315-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:28ce87c5ab450a9dd970b52e5aca5fe63ed432d18a2eaddd1979a00a1ba24ace", size = 6273659, upload-time = "2026-07-01T11:55:48.264Z" }, + { url = "https://files.pythonhosted.org/packages/f8/6d/043e96ff814fc31a33077e4cba86082167db520c93632afdf2042febbb0c/pillow-12.3.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6b02afb9b97f65fbca5f31db6a2a3ba21aa93030225f150fa3f249717e938fb4", size = 6947439, upload-time = "2026-07-01T11:55:50.503Z" }, + { url = "https://files.pythonhosted.org/packages/af/92/ba71d2ee2ac0edf3fa33bd9d5ee9ee080da70b1766f3ca3934f9938ddac9/pillow-12.3.0-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:1182d52bc2d5e5d7d0949503aa7e36d12f42205dc287e4883f407b1988820d39", size = 6353577, upload-time = "2026-07-01T11:55:52.697Z" }, + { url = "https://files.pythonhosted.org/packages/0f/ce/e63064e2122923ff687c8ad792d0d736a7b3920a56a46982e81a7fdd25d6/pillow-12.3.0-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:e795b7eb908249c4e43c7c99fac7c2c75dab0c43566e37db472a355f63693d71", size = 7060394, upload-time = "2026-07-01T11:55:55.149Z" }, + { url = "https://files.pythonhosted.org/packages/54/76/a09cc3ccc8d773a7283d34c38bec1708f9e3cc932093cbc4c5e71ac4060b/pillow-12.3.0-cp315-cp315-win32.whl", hash = "sha256:57b3d78c95ba9059768b10e28b813002261d3f3dfc55cc48b0c988f625175827", size = 6467375, upload-time = "2026-07-01T11:55:57.769Z" }, + { url = "https://files.pythonhosted.org/packages/3e/03/1846c49ba3b1d5550392a4bbd06d6fb4578e1cd91a803198b5c90f5f7d53/pillow-12.3.0-cp315-cp315-win_amd64.whl", hash = "sha256:fa4ecea169a355be7a3ade2c783e2ed12f0e40d2c5621cda8b3297faf7fbb9f5", size = 7237048, upload-time = "2026-07-01T11:55:59.975Z" }, + { url = "https://files.pythonhosted.org/packages/fb/bb/89f35dcc79610423f9f195504d7def7f0d1416a711541b42867e25fe3412/pillow-12.3.0-cp315-cp315-win_arm64.whl", hash = "sha256:877c3f311ff35410f690861c4409e7ccbf0cd2f878e50628a28e5a0bb689e658", size = 2566006, upload-time = "2026-07-01T11:56:02.143Z" }, + { url = "https://files.pythonhosted.org/packages/30/88/707027ba09942dfa2c28759b5c222d769290a41c6d20ea60ec250801941f/pillow-12.3.0-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:e9871b1ffbfa9656b60aeee92ed5136a5742696006fa322b29ea3d8da0ecc9cf", size = 5352509, upload-time = "2026-07-01T11:56:04.2Z" }, + { url = "https://files.pythonhosted.org/packages/b0/6d/00352fa25332c2569cd387851f568cc5a4b75a9adbfb37ac4fbce4c02eec/pillow-12.3.0-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:53aa02d20d10c3d814d536aa4e5ac9b84ca0ff5a88377963b085ad6822f93e64", size = 4783167, upload-time = "2026-07-01T11:56:06.631Z" }, + { url = "https://files.pythonhosted.org/packages/13/4f/9e049dfa21af7c22427275720e2490267ba8138120add5c4c574deb69782/pillow-12.3.0-cp315-cp315t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:446c34dcc4324b084a53b705127dc15717b22c5e140ae0a3c38349d4efec071e", size = 6329237, upload-time = "2026-07-01T11:56:08.868Z" }, + { url = "https://files.pythonhosted.org/packages/36/16/cf6eeaae8d0fce8dd390a33437cf68c5d5bd73834a2bc6e2f14efda0ab45/pillow-12.3.0-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cf1845d02ad822a369a49f2bb9345b1614744267682e7a03527dc3bf6eea1777", size = 6997047, upload-time = "2026-07-01T11:56:11.379Z" }, + { url = "https://files.pythonhosted.org/packages/1e/69/dbf769bdd55f48bf5733cac28edc6364ffaa072ec9ba336266e4fe66be55/pillow-12.3.0-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:186941b6aef820ad110fb01fb06eb925374dc3a21b17e37ec9a53b250c6fe2d1", size = 6400440, upload-time = "2026-07-01T11:56:13.908Z" }, + { url = "https://files.pythonhosted.org/packages/a0/e1/ffc9cfc2eea0d178da8018e18e959301ad9d6bc9f3edb7181e748a474b97/pillow-12.3.0-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:f13c32a3abd6079a66d9526e18dad9b6d280384d49d7c54040cd57b6424041d9", size = 7105895, upload-time = "2026-07-01T11:56:16.575Z" }, + { url = "https://files.pythonhosted.org/packages/18/f0/a5595c1e8c3ae44b9828cb2f0fa8155e5095ef04d6327b8f61cf44a3df85/pillow-12.3.0-cp315-cp315t-win32.whl", hash = "sha256:1657923d2d45afb66526e5b933e5b3052e6bdea196c90d3abb2424e18c77dae8", size = 6474384, upload-time = "2026-07-01T11:56:18.855Z" }, + { url = "https://files.pythonhosted.org/packages/e4/04/62bcd9f844984c5938d3b05264a61d797a29d3e0812341a8204af70bbdee/pillow-12.3.0-cp315-cp315t-win_amd64.whl", hash = "sha256:8cd2f7bdda092d99c9fc2fb7391354f306d01443d22785d0cbfafa2e2c8bb418", size = 7243537, upload-time = "2026-07-01T11:56:21.214Z" }, + { url = "https://files.pythonhosted.org/packages/3d/68/1f3066acedf37673694a7141381d8f811ae97f30d34413d236abe7d489f1/pillow-12.3.0-cp315-cp315t-win_arm64.whl", hash = "sha256:06ff022112bc9cbf83b60f8e028d94ad87b60621706487e65f673de61610ab59", size = 2567491, upload-time = "2026-07-01T11:56:23.506Z" }, + { url = "https://files.pythonhosted.org/packages/75/18/2e8b40223153ccbc60df07f9e8928dc0c76202aa4e55ae9f53962b6510d6/pillow-12.3.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:b3c777e849237620b022f7f297dd67705f9f5cf1685f09f02e46f93e92725468", size = 5302510, upload-time = "2026-07-01T11:56:25.736Z" }, + { url = "https://files.pythonhosted.org/packages/46/3e/51fabf59d5ab801ceab709453d3ab6b180083496579549de4c45ced6528a/pillow-12.3.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:b343699e8308bdc51978310e1c959c584e7869cc8c40780058c87da7781a1e94", size = 4736058, upload-time = "2026-07-01T11:56:28.041Z" }, + { url = "https://files.pythonhosted.org/packages/bf/20/22fe9384b7949e25fb1293bcfc84fb82590ff4ea6b37c95b24d26d793d86/pillow-12.3.0-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:fbd139c8447d25dd750ab79ee274cc5e1fe80fc56340ab10b18a195e1b6eca3e", size = 5237776, upload-time = "2026-07-01T11:56:30.263Z" }, + { url = "https://files.pythonhosted.org/packages/08/14/f6ba68107680ffa74b39985f3f30884e41318fbc4250caa423c79b4788bb/pillow-12.3.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e7e480451b9fa137494bccd3a7d69adbe8ac65a87d97be61e11f1b1050a5bac3", size = 5860358, upload-time = "2026-07-01T11:56:32.68Z" }, + { url = "https://files.pythonhosted.org/packages/36/54/0169bc772ec491108b62f644f8ecf1fe5d8ae5ebafde2ee2142210166903/pillow-12.3.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:04f01d28a6aaff387bf842a13be313df23ba0597a44f1a976c9feb3c6ff4711a", size = 7231786, upload-time = "2026-07-01T11:56:35.046Z" }, +] + +[[package]] +name = "platformdirs" +version = "4.11.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b8/d7/e7bfbc86e9f99ff7807e24de7703f032e9c9ba80bb355cf26e0e9bc5a75e/platformdirs-4.11.3.tar.gz", hash = "sha256:66a73d38a849810252df809a3d8bcbda8e26f6c189920e7535ad608a48dbb5ab", size = 33050, upload-time = "2026-08-13T22:43:27.52Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/19/a9/c34aebedd3a4c9afe5101b1b8713710b3fec18087c8a36c35d2f909861bd/platformdirs-4.11.3-py3-none-any.whl", hash = "sha256:5ed065d443751de711da036041a7a214122efc4a4de393b3f4137ba5576540e7", size = 23491, upload-time = "2026-08-13T22:43:26.121Z" }, +] + +[[package]] +name = "pluggy" +version = "1.6.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f9/e2/3e91f31a7d2b083fe6ef3fa267035b518369d9511ffab804f839851d2779/pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3", size = 69412, upload-time = "2025-05-15T12:30:07.975Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746", size = 20538, upload-time = "2025-05-15T12:30:06.134Z" }, +] + +[[package]] +name = "pre-commit" +version = "4.6.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "cfgv" }, + { name = "identify" }, + { name = "nodeenv" }, + { name = "pyyaml" }, + { name = "virtualenv" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/74/89/1f3e8e1fc3e97de0fa963495832f581f025f29471602a309e48808244292/pre_commit-4.6.2.tar.gz", hash = "sha256:8f5d7bfb021ecdbcd9d49d89847082dd24172ccde534390081a679ad046e2441", size = 198670, upload-time = "2026-08-10T22:07:18.421Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/45/e2/bbb7129c9e7999a6b8ee9cca3b66486c25c423ab5a75f34071798b74ce94/pre_commit-4.6.2-py2.py3-none-any.whl", hash = "sha256:e2dde9a75d3bce11bd3831c26d134df00a2803c1d818be6a0383c3dcda25dc4e", size = 226202, upload-time = "2026-08-10T22:07:16.942Z" }, +] + +[[package]] +name = "pyarrow" +version = "25.0.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/3d/e3/27f57f80141379d60defe6703eb50a707325706f07fedfd1312c7a751995/pyarrow-25.0.1.tar.gz", hash = "sha256:9150a83248bfed9813ea3c3af74c3856c1984d444aa28e58bf7733b9750ddf6a", size = 1201653, upload-time = "2026-08-10T12:40:53.904Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0a/3e/5cd70becb51e1d044c54ba5e627424a6e87df5b98008cbd22cc6abd409ca/pyarrow-25.0.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:0b1edbb2f385a6a65e9711b62ba86ac54a7816a3f8d17bb3e8a5929d65fb2485", size = 35954271, upload-time = "2026-08-10T12:36:33.857Z" }, + { url = "https://files.pythonhosted.org/packages/64/be/17599e086df264ea7dc221d1101e3131e181e00da428a2f9bd0358f0d06b/pyarrow-25.0.1-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:a4dd8bf99a8fac133efc0ed6a92f5fddbe2adba0d0f6dd720e39ba9855cea85c", size = 37647543, upload-time = "2026-08-10T12:36:39.486Z" }, + { url = "https://files.pythonhosted.org/packages/42/34/e138b451fd3970a6eda4599f68ae3b2b32b661bc958de3239d54a0bf6575/pyarrow-25.0.1-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:bddd0c4f7630c2a3ddf6347c1bdaa79d97bcf6bd445f9e60c816b7d77c85a5ae", size = 46837120, upload-time = "2026-08-10T12:36:46.58Z" }, + { url = "https://files.pythonhosted.org/packages/57/5c/f8fc0eb2de03464a557d5a4d0c15e972d73362414696618833b771f7eddd/pyarrow-25.0.1-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:a4d6d5e9a3d1879a97c08ded0c797579b7965eafd0f0c26c30b45ccc06db939b", size = 50066460, upload-time = "2026-08-10T12:36:53.702Z" }, + { url = "https://files.pythonhosted.org/packages/3f/d1/0dd64fd06de0333b808a02f60981635f067b71aad3a30698a9a104fae778/pyarrow-25.0.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:514ddb60285631af068875550c90eddc181db3e8e63a032b1559be189e82f056", size = 49937892, upload-time = "2026-08-10T12:37:00.349Z" }, + { url = "https://files.pythonhosted.org/packages/cb/3c/f89d1bd76d5f3284c2a44d7d7ebbd8204535e5ae2b41f4077069b4ff2ec6/pyarrow-25.0.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:cab40b1edfef0262e0e5251aa2c58d75630f24d06dd7794480243acc001a1d7d", size = 53107240, upload-time = "2026-08-10T12:37:07.205Z" }, + { url = "https://files.pythonhosted.org/packages/67/67/b554a8e09f3f3decccf405eb8fbe86696321cbcb5b62d18b4a5057a4c113/pyarrow-25.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:60e89d8f13861a1f7f8d950fa54aebb8023b30734d0ac51ffa80beabe2df4bba", size = 27848683, upload-time = "2026-08-10T12:37:12.058Z" }, + { url = "https://files.pythonhosted.org/packages/ee/8b/0d23b47702fcfe8b3618d5292035099675c5a1c48258932350c08020f7b5/pyarrow-25.0.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:51093dd9e10325fbdb3c10a2ae7c4806e5c822d94e74ae4938b26524a3323fee", size = 35946180, upload-time = "2026-08-10T12:37:18.934Z" }, + { url = "https://files.pythonhosted.org/packages/d8/17/707d17a5476c55a9541fde0db8213ac30979a792864d72415f176ba50c45/pyarrow-25.0.1-cp311-cp311-macosx_12_0_x86_64.whl", hash = "sha256:eb6203482ff3746a5632303a7279ae0b5a304c46985b49ed1378cb350ea6728d", size = 37644787, upload-time = "2026-08-10T12:37:25.795Z" }, + { url = "https://files.pythonhosted.org/packages/c1/b2/cdc98ecf1a6408280bc3a6a07054cdd99a3f4670acc0545d383ce113e87d/pyarrow-25.0.1-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:880523be3d29efcf83d3998835d206118ccf35e3871dbd2fb60408cf6b007a80", size = 46834633, upload-time = "2026-08-10T12:37:33.604Z" }, + { url = "https://files.pythonhosted.org/packages/c8/6e/d3fafc41f378b2c65be43b827798c0fae42049a641c8526633ed3eb573e2/pyarrow-25.0.1-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:25f8720bf6387d5dc2ebd2622112de630760419e4b66134405dd24110d15f37e", size = 50065507, upload-time = "2026-08-10T12:37:40.565Z" }, + { url = "https://files.pythonhosted.org/packages/d5/12/8d0698954b8c3001844a898e0a6900bebe83d7ee40c11195174c5122f324/pyarrow-25.0.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:4facd65742a024a4a366328a1d2292062d72d6e023c1b7dda8d4c37544933a25", size = 49955690, upload-time = "2026-08-10T12:37:46.644Z" }, + { url = "https://files.pythonhosted.org/packages/d3/0b/1ecb936ac6409e90a34d58eea1c7cec09a9ae6d2141b9e49ad01a2b1ea47/pyarrow-25.0.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:aa0559502e1cd6254d6814614085dd9c5a3dd0419362978a936a3f68a9e5c3df", size = 53128198, upload-time = "2026-08-10T12:37:52.531Z" }, + { url = "https://files.pythonhosted.org/packages/8e/1c/5236033550633c9b7377b2a53660b2bbb06cb06dc09c4356332d67643ca1/pyarrow-25.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:62cd0d785b8aa6675ee355f9fc02252a340f4441257c42674937826fd7594325", size = 27857263, upload-time = "2026-08-10T12:37:56.943Z" }, + { url = "https://files.pythonhosted.org/packages/a6/e2/9ab15b88cbfac28e16419ce5439ec29234c5172cb8259301b4ba639bdec0/pyarrow-25.0.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:df961f2e7ae9cf496459259d798652c70625f6c080650d6952f8c04053c58ee9", size = 35861559, upload-time = "2026-08-10T12:38:02.567Z" }, + { url = "https://files.pythonhosted.org/packages/58/79/a0036dbe1eabe1f73127427342f1d99982584c4a2cde2651d6c93499c6f6/pyarrow-25.0.1-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:cc4aa407fde9fc660be3939e49ea31f50f3e9fec17c0ec63159f7711edd3efc9", size = 37628383, upload-time = "2026-08-10T12:38:09.083Z" }, + { url = "https://files.pythonhosted.org/packages/13/49/d93a57d375f4bf0cf82913dd6bb54acafde83dd993be2282c81ac5616cad/pyarrow-25.0.1-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:4340f0ba6c1d2e13f21658de1d7c662ca2545018568d0030a1e9afca159d87e3", size = 46820190, upload-time = "2026-08-10T12:38:15.458Z" }, + { url = "https://files.pythonhosted.org/packages/60/c9/711ca85d79f1ec98f29a5eae2b051e25b4ecec5de3e3c0e2d5c5dcb15664/pyarrow-25.0.1-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:5389cdf79447ed1515c9e31620e6e1e2302249564d603f2ad727d4f6d313e4c3", size = 50102437, upload-time = "2026-08-10T12:38:22.487Z" }, + { url = "https://files.pythonhosted.org/packages/80/53/8fb8359ff17cfb6263a1cf3ebf7caec9fe197de118719e84fcb1d0618026/pyarrow-25.0.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d51592cb7561e87877c506113e7adbf1342ab579e6c21f0ef44b8ba41cb74c80", size = 49942424, upload-time = "2026-08-10T12:38:28.755Z" }, + { url = "https://files.pythonhosted.org/packages/e8/83/4e5ae02a9341571b18a6fca380ac7a58ce6ddae7ab3c060208c0a1e79f02/pyarrow-25.0.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6109c94d8b9f3b17a041daca16cacb2f651ad8f1ef70a4232c2c0f37a23da2a8", size = 53144206, upload-time = "2026-08-10T12:38:34.862Z" }, + { url = "https://files.pythonhosted.org/packages/65/ee/197cbf47e49f83e6ebeb946a5259a48a638dea27ac774db42fe78022179d/pyarrow-25.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:8858d7bfc22e3f51529aeaa4077225029724623e4595dc9eff8c793935c34140", size = 27953934, upload-time = "2026-08-10T12:38:39.808Z" }, + { url = "https://files.pythonhosted.org/packages/cc/8d/8f271a7a034c834910ec925d56fa4b29733b1380f5289419f5aaa3b02777/pyarrow-25.0.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:c7c534ec03c358a76ea3e505e74c1b6aef290af90c444dfd092dbfe23e755b85", size = 35855328, upload-time = "2026-08-10T12:38:45.489Z" }, + { url = "https://files.pythonhosted.org/packages/d2/cd/5bac242f4e841b9971d5eb94fdfe2577e2b70be983e27401e72055786037/pyarrow-25.0.1-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:dda9470024204d7bbf2042b47c6e8a0e47a3eeb8e34405882dfaea6577e0c153", size = 37622415, upload-time = "2026-08-10T12:38:51.107Z" }, + { url = "https://files.pythonhosted.org/packages/63/1f/96d03b4e1506524f7087adb0fd6b2f69f0c9c7aaff1ec36d8030082e15a5/pyarrow-25.0.1-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:44a9120ce5bd81936b8ab9a88076e3fd47c2c6838e0e43630fed83626aca81d9", size = 46813813, upload-time = "2026-08-10T12:38:57.773Z" }, + { url = "https://files.pythonhosted.org/packages/98/d6/33a411115b61dbfc16ad6ad73e71730f6fea654ee3667673bc53ab0e2fe7/pyarrow-25.0.1-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:0befcf816e45a1af33ac775a9970b749e4868a230c7372f0ae5e932bee27039f", size = 50104452, upload-time = "2026-08-10T12:39:04.579Z" }, + { url = "https://files.pythonhosted.org/packages/33/ae/b1b97c9ca87f9f9ddbb5230c798df94eccce61bd79b9b45458c69a478588/pyarrow-25.0.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:3f89685964f46e4216103c75483aac0c0692a5f72212d7ca835adba5ede56ce3", size = 49951343, upload-time = "2026-08-10T12:39:11.8Z" }, + { url = "https://files.pythonhosted.org/packages/98/9e/a112df5cfd5a68cb1d9fc31cfe38c28d5aec9f10865ce37ecef2e4450873/pyarrow-25.0.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6943e2fe7954d29d84de45d29d34c8dc36ce96570e67d89aa9976e650a4a9138", size = 53144784, upload-time = "2026-08-10T12:39:20.503Z" }, + { url = "https://files.pythonhosted.org/packages/31/24/97e8bd98f1e3b07e2ba08bcdff690674fbe16d69a7d2712cc3884665e615/pyarrow-25.0.1-cp313-cp313-win_amd64.whl", hash = "sha256:31e49a7888fcdf3a835da33ae777f6bb9a866334e5a789282fc26dcf426f7f15", size = 27870159, upload-time = "2026-08-10T12:39:26.161Z" }, + { url = "https://files.pythonhosted.org/packages/36/4c/b525824ad3094076919273cd97db61fb3d78252dee76fa3b8dc8f76774aa/pyarrow-25.0.1-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:bf0b672390cdcb640d7288f96b826d71ff4e9abb254a86c89890baf51a29cee6", size = 35885255, upload-time = "2026-08-10T12:39:32.366Z" }, + { url = "https://files.pythonhosted.org/packages/08/62/448bb0e940de41aec31d1a956e63ad9c54afdf122a103cc3ab20c2a3ce33/pyarrow-25.0.1-cp314-cp314-macosx_12_0_x86_64.whl", hash = "sha256:38a9a4b4b9613380e200641891495a56c3d5a98a092db4a870af9975e220471d", size = 37644461, upload-time = "2026-08-10T12:39:38.142Z" }, + { url = "https://files.pythonhosted.org/packages/6e/9a/13587e38bd4806fd218f50fd13b8903fab60588a699ff0c406372e5b4043/pyarrow-25.0.1-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:0b726ad7e7b669be982b0c71c07fe4b037d654354130da79a7902a669e93a66b", size = 46877146, upload-time = "2026-08-10T12:39:43.722Z" }, + { url = "https://files.pythonhosted.org/packages/8d/61/1c5d1229fa21da4cff5365e41e57177aaac57c563c727f35419b8513d1c1/pyarrow-25.0.1-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:9171748cdf796972d85a4b60157c279913e242992e350c90c7450182a9838b2a", size = 50131616, upload-time = "2026-08-10T12:39:49.304Z" }, + { url = "https://files.pythonhosted.org/packages/43/20/291e1d65cc0b09aa19f03cf25cf51a2f5fa94b5db315178f2d254ed5cad4/pyarrow-25.0.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:b7a296aac7a71fa0886c08e155ddb6c636a50013f801f6178daafa0f9e726188", size = 50008879, upload-time = "2026-08-10T12:39:56.891Z" }, + { url = "https://files.pythonhosted.org/packages/8b/7c/1b7c9ec28e76576337e4f97b31141c9a181b89b6d1d6221e9d8205621a58/pyarrow-25.0.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:0fe7c8b6c03969b49c8c66182e4a18e3819ab92d07cfab5d8370c531b9369ef0", size = 53170864, upload-time = "2026-08-10T12:40:04.918Z" }, + { url = "https://files.pythonhosted.org/packages/b7/75/f3d789dc06011a765d14d86bda799cf72ac1d715b6a6edecaa0d73d95062/pyarrow-25.0.1-cp314-cp314-win_amd64.whl", hash = "sha256:f729cfdbd36fd99d543b67a914d2de044c84ebe45be8b34902b299b608c15c8f", size = 28620729, upload-time = "2026-08-10T12:40:51.41Z" }, + { url = "https://files.pythonhosted.org/packages/fc/05/647a8ee6f7c2662feb6921315617bc04dcd6034763fb61b1199720bf6162/pyarrow-25.0.1-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:59a2de54c0cbd954da861eee4d1d330f8e909c45b53455baef696380f2c55033", size = 36130288, upload-time = "2026-08-10T12:40:11.014Z" }, + { url = "https://files.pythonhosted.org/packages/93/f8/c9ee997554d7bea94520667dd1933f109ac1da3ee3556d2b49381e023484/pyarrow-25.0.1-cp314-cp314t-macosx_12_0_x86_64.whl", hash = "sha256:35935cd5de130aa5cf4dea052a63e6bf2e17006c35c3a468194242b9b2bf5956", size = 37762187, upload-time = "2026-08-10T12:40:16.592Z" }, + { url = "https://files.pythonhosted.org/packages/a2/08/a28c01c7fe9e96e8233ce2d13df1d402f4f999f848f51d2daacd6bb4c036/pyarrow-25.0.1-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:f3831aaa25c67a99f99dc8b05873cb9d64560390372e2aa197ce9dd4a3f06a44", size = 46888003, upload-time = "2026-08-10T12:40:23.242Z" }, + { url = "https://files.pythonhosted.org/packages/1b/b9/58612e977d28dc58c878448866838369ee8da2f1e7cc8ed2c84b952aafee/pyarrow-25.0.1-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:6a1fdfc6659b6b19022f2e50627fb5cf7156a66c46bf4299379955cbe742382a", size = 50079036, upload-time = "2026-08-10T12:40:29.169Z" }, + { url = "https://files.pythonhosted.org/packages/72/13/66e1402dcc860e1dc2760b1e0292c9a569b62b3bccab69def1b3e907d006/pyarrow-25.0.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:169d3429d5be7c752125890620f75a60776d38b0035eddae939651640822332e", size = 50040226, upload-time = "2026-08-10T12:40:35.186Z" }, + { url = "https://files.pythonhosted.org/packages/78/10/3f1a5497a7ef732ab0f03ecca3e66d89d9c0f57fdc61b4794c456b781f01/pyarrow-25.0.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:119297a6dc197e45d9c6d4415f7814a67ffa36c180d26f68c154c58067ae782d", size = 53149035, upload-time = "2026-08-10T12:40:41.454Z" }, + { url = "https://files.pythonhosted.org/packages/93/c0/37d4a7e8e2f7a6076283673d5298018ca26478b934c6ee369e10505ab32c/pyarrow-25.0.1-cp314-cp314t-win_amd64.whl", hash = "sha256:4288f27577352d608ca08553b0865e4a9b3aa14820c5d95b53337218d609835b", size = 28753071, upload-time = "2026-08-10T12:40:46.623Z" }, +] + +[[package]] +name = "pygments" +version = "2.20.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/c3/b2/bc9c9196916376152d655522fdcebac55e66de6603a76a02bca1b6414f6c/pygments-2.20.0.tar.gz", hash = "sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f", size = 4955991, upload-time = "2026-03-29T13:29:33.898Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f4/7e/a72dd26f3b0f4f2bf1dd8923c85f7ceb43172af56d63c7383eb62b332364/pygments-2.20.0-py3-none-any.whl", hash = "sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176", size = 1231151, upload-time = "2026-03-29T13:29:30.038Z" }, +] + +[[package]] +name = "pymdown-extensions" +version = "11.0.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markdown" }, + { name = "pyyaml" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/21/a9/5f0c535ba3b08fe09270c16808e053a968868242ecbd5676d4e3a488bf28/pymdown_extensions-11.0.1.tar.gz", hash = "sha256:dd2905ae6fc5b75582fafb139a1266ffc754705efa902aa50067fa7ff4f94ec0", size = 857113, upload-time = "2026-07-02T17:59:22.955Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d6/54/da572c98c0b77626a91b5d3b89f0231d8bff5125c225420908632f8b342d/pymdown_extensions-11.0.1-py3-none-any.whl", hash = "sha256:db3943a62bab7e03af1364f0c4083e64b91fb097675a4b6cceccfbe9a77e5eb2", size = 269455, upload-time = "2026-07-02T17:59:21.271Z" }, +] + +[[package]] +name = "pyparsing" +version = "3.3.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f3/91/9c6ee907786a473bf81c5f53cf703ba0957b23ab84c264080fb5a450416f/pyparsing-3.3.2.tar.gz", hash = "sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc", size = 6851574, upload-time = "2026-01-21T03:57:59.36Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/10/bd/c038d7cc38edc1aa5bf91ab8068b63d4308c66c4c8bb3cbba7dfbc049f9c/pyparsing-3.3.2-py3-none-any.whl", hash = "sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d", size = 122781, upload-time = "2026-01-21T03:57:55.912Z" }, +] + +[[package]] +name = "pytest" +version = "9.1.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, + { name = "exceptiongroup", marker = "python_full_version < '3.11'" }, + { name = "iniconfig" }, + { name = "packaging" }, + { name = "pluggy" }, + { name = "pygments" }, + { name = "tomli", marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/e4/47/b9efed96c114afcfa3c9d3fe98a76a1d14c74a9e266d397cf6eb64be5e01/pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313", size = 1636369, upload-time = "2026-06-19T10:58:32.857Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/24/25/1de2678b631f5a49215c6c96fff41ba892b0a34df68d6d80292b1b48aa7f/pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c", size = 386536, upload-time = "2026-06-19T10:58:31.347Z" }, +] + +[[package]] +name = "pytest-cov" +version = "7.1.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "coverage", extra = ["toml"] }, + { name = "pluggy" }, + { name = "pytest" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/b1/51/a849f96e117386044471c8ec2bd6cfebacda285da9525c9106aeb28da671/pytest_cov-7.1.0.tar.gz", hash = "sha256:30674f2b5f6351aa09702a9c8c364f6a01c27aae0c1366ae8016160d1efc56b2", size = 55592, upload-time = "2026-03-21T20:11:16.284Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9d/7a/d968e294073affff457b041c2be9868a40c1c71f4a35fcc1e45e5493067b/pytest_cov-7.1.0-py3-none-any.whl", hash = "sha256:a0461110b7865f9a271aa1b51e516c9a95de9d696734a2f71e3e78f46e1d4678", size = 22876, upload-time = "2026-03-21T20:11:14.438Z" }, +] + +[[package]] +name = "python-dateutil" +version = "2.9.0.post0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "six" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/66/c0/0c8b6ad9f17a802ee498c46e004a0eb49bc148f2fd230864601a86dcf6db/python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3", size = 342432, upload-time = "2024-03-01T18:36:20.211Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892, upload-time = "2024-03-01T18:36:18.57Z" }, +] + +[[package]] +name = "python-discovery" +version = "1.5.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "filelock" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/38/b7/ac44da2cf0e53ada0e419033c2d058219c95dc1403126f163304c9e814b1/python_discovery-1.5.2.tar.gz", hash = "sha256:45fd4f20a4e3f9b7bf2e0817870bc8e3b320a19658da177af800768c82dbf354", size = 82350, upload-time = "2026-08-12T14:05:26.419Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/71/45/689603d04b3bb8d7faa00f25c24acef993aab7813b3dbbfc472a459ab0b5/python_discovery-1.5.2-py3-none-any.whl", hash = "sha256:3e338c2d0f15dfaeea57493f4c2c6caebe0e998ea815c30ae8bf8ee21f1112d3", size = 38350, upload-time = "2026-08-12T14:05:25.113Z" }, +] + +[[package]] +name = "pytokens" +version = "0.4.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b6/34/b4e015b99031667a7b960f888889c5bd34ef585c85e1cb56a594b92836ac/pytokens-0.4.1.tar.gz", hash = "sha256:292052fe80923aae2260c073f822ceba21f3872ced9a68bb7953b348e561179a", size = 23015, upload-time = "2026-01-30T01:03:45.924Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/42/24/f206113e05cb8ef51b3850e7ef88f20da6f4bf932190ceb48bd3da103e10/pytokens-0.4.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2a44ed93ea23415c54f3face3b65ef2b844d96aeb3455b8a69b3df6beab6acc5", size = 161522, upload-time = "2026-01-30T01:02:50.393Z" }, + { url = "https://files.pythonhosted.org/packages/d4/e9/06a6bf1b90c2ed81a9c7d2544232fe5d2891d1cd480e8a1809ca354a8eb2/pytokens-0.4.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:add8bf86b71a5d9fb5b89f023a80b791e04fba57960aa790cc6125f7f1d39dfe", size = 246945, upload-time = "2026-01-30T01:02:52.399Z" }, + { url = "https://files.pythonhosted.org/packages/69/66/f6fb1007a4c3d8b682d5d65b7c1fb33257587a5f782647091e3408abe0b8/pytokens-0.4.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:670d286910b531c7b7e3c0b453fd8156f250adb140146d234a82219459b9640c", size = 259525, upload-time = "2026-01-30T01:02:53.737Z" }, + { url = "https://files.pythonhosted.org/packages/04/92/086f89b4d622a18418bac74ab5db7f68cf0c21cf7cc92de6c7b919d76c88/pytokens-0.4.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:4e691d7f5186bd2842c14813f79f8884bb03f5995f0575272009982c5ac6c0f7", size = 262693, upload-time = "2026-01-30T01:02:54.871Z" }, + { url = "https://files.pythonhosted.org/packages/b4/7b/8b31c347cf94a3f900bdde750b2e9131575a61fdb620d3d3c75832262137/pytokens-0.4.1-cp310-cp310-win_amd64.whl", hash = "sha256:27b83ad28825978742beef057bfe406ad6ed524b2d28c252c5de7b4a6dd48fa2", size = 103567, upload-time = "2026-01-30T01:02:56.414Z" }, + { url = "https://files.pythonhosted.org/packages/3d/92/790ebe03f07b57e53b10884c329b9a1a308648fc083a6d4a39a10a28c8fc/pytokens-0.4.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d70e77c55ae8380c91c0c18dea05951482e263982911fc7410b1ffd1dadd3440", size = 160864, upload-time = "2026-01-30T01:02:57.882Z" }, + { url = "https://files.pythonhosted.org/packages/13/25/a4f555281d975bfdd1eba731450e2fe3a95870274da73fb12c40aeae7625/pytokens-0.4.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4a58d057208cb9075c144950d789511220b07636dd2e4708d5645d24de666bdc", size = 248565, upload-time = "2026-01-30T01:02:59.912Z" }, + { url = "https://files.pythonhosted.org/packages/17/50/bc0394b4ad5b1601be22fa43652173d47e4c9efbf0044c62e9a59b747c56/pytokens-0.4.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b49750419d300e2b5a3813cf229d4e5a4c728dae470bcc89867a9ad6f25a722d", size = 260824, upload-time = "2026-01-30T01:03:01.471Z" }, + { url = "https://files.pythonhosted.org/packages/4e/54/3e04f9d92a4be4fc6c80016bc396b923d2a6933ae94b5f557c939c460ee0/pytokens-0.4.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:d9907d61f15bf7261d7e775bd5d7ee4d2930e04424bab1972591918497623a16", size = 264075, upload-time = "2026-01-30T01:03:04.143Z" }, + { url = "https://files.pythonhosted.org/packages/d1/1b/44b0326cb5470a4375f37988aea5d61b5cc52407143303015ebee94abfd6/pytokens-0.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:ee44d0f85b803321710f9239f335aafe16553b39106384cef8e6de40cb4ef2f6", size = 103323, upload-time = "2026-01-30T01:03:05.412Z" }, + { url = "https://files.pythonhosted.org/packages/41/5d/e44573011401fb82e9d51e97f1290ceb377800fb4eed650b96f4753b499c/pytokens-0.4.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:140709331e846b728475786df8aeb27d24f48cbcf7bcd449f8de75cae7a45083", size = 160663, upload-time = "2026-01-30T01:03:06.473Z" }, + { url = "https://files.pythonhosted.org/packages/f0/e6/5bbc3019f8e6f21d09c41f8b8654536117e5e211a85d89212d59cbdab381/pytokens-0.4.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6d6c4268598f762bc8e91f5dbf2ab2f61f7b95bdc07953b602db879b3c8c18e1", size = 255626, upload-time = "2026-01-30T01:03:08.177Z" }, + { url = "https://files.pythonhosted.org/packages/bf/3c/2d5297d82286f6f3d92770289fd439956b201c0a4fc7e72efb9b2293758e/pytokens-0.4.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:24afde1f53d95348b5a0eb19488661147285ca4dd7ed752bbc3e1c6242a304d1", size = 269779, upload-time = "2026-01-30T01:03:09.756Z" }, + { url = "https://files.pythonhosted.org/packages/20/01/7436e9ad693cebda0551203e0bf28f7669976c60ad07d6402098208476de/pytokens-0.4.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:5ad948d085ed6c16413eb5fec6b3e02fa00dc29a2534f088d3302c47eb59adf9", size = 268076, upload-time = "2026-01-30T01:03:10.957Z" }, + { url = "https://files.pythonhosted.org/packages/2e/df/533c82a3c752ba13ae7ef238b7f8cdd272cf1475f03c63ac6cf3fcfb00b6/pytokens-0.4.1-cp312-cp312-win_amd64.whl", hash = "sha256:3f901fe783e06e48e8cbdc82d631fca8f118333798193e026a50ce1b3757ea68", size = 103552, upload-time = "2026-01-30T01:03:12.066Z" }, + { url = "https://files.pythonhosted.org/packages/cb/dc/08b1a080372afda3cceb4f3c0a7ba2bde9d6a5241f1edb02a22a019ee147/pytokens-0.4.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:8bdb9d0ce90cbf99c525e75a2fa415144fd570a1ba987380190e8b786bc6ef9b", size = 160720, upload-time = "2026-01-30T01:03:13.843Z" }, + { url = "https://files.pythonhosted.org/packages/64/0c/41ea22205da480837a700e395507e6a24425151dfb7ead73343d6e2d7ffe/pytokens-0.4.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5502408cab1cb18e128570f8d598981c68a50d0cbd7c61312a90507cd3a1276f", size = 254204, upload-time = "2026-01-30T01:03:14.886Z" }, + { url = "https://files.pythonhosted.org/packages/e0/d2/afe5c7f8607018beb99971489dbb846508f1b8f351fcefc225fcf4b2adc0/pytokens-0.4.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:29d1d8fb1030af4d231789959f21821ab6325e463f0503a61d204343c9b355d1", size = 268423, upload-time = "2026-01-30T01:03:15.936Z" }, + { url = "https://files.pythonhosted.org/packages/68/d4/00ffdbd370410c04e9591da9220a68dc1693ef7499173eb3e30d06e05ed1/pytokens-0.4.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:970b08dd6b86058b6dc07efe9e98414f5102974716232d10f32ff39701e841c4", size = 266859, upload-time = "2026-01-30T01:03:17.458Z" }, + { url = "https://files.pythonhosted.org/packages/a7/c9/c3161313b4ca0c601eeefabd3d3b576edaa9afdefd32da97210700e47652/pytokens-0.4.1-cp313-cp313-win_amd64.whl", hash = "sha256:9bd7d7f544d362576be74f9d5901a22f317efc20046efe2034dced238cbbfe78", size = 103520, upload-time = "2026-01-30T01:03:18.652Z" }, + { url = "https://files.pythonhosted.org/packages/8f/a7/b470f672e6fc5fee0a01d9e75005a0e617e162381974213a945fcd274843/pytokens-0.4.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:4a14d5f5fc78ce85e426aa159489e2d5961acf0e47575e08f35584009178e321", size = 160821, upload-time = "2026-01-30T01:03:19.684Z" }, + { url = "https://files.pythonhosted.org/packages/80/98/e83a36fe8d170c911f864bfded690d2542bfcfacb9c649d11a9e6eb9dc41/pytokens-0.4.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:97f50fd18543be72da51dd505e2ed20d2228c74e0464e4262e4899797803d7fa", size = 254263, upload-time = "2026-01-30T01:03:20.834Z" }, + { url = "https://files.pythonhosted.org/packages/0f/95/70d7041273890f9f97a24234c00b746e8da86df462620194cef1d411ddeb/pytokens-0.4.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dc74c035f9bfca0255c1af77ddd2d6ae8419012805453e4b0e7513e17904545d", size = 268071, upload-time = "2026-01-30T01:03:21.888Z" }, + { url = "https://files.pythonhosted.org/packages/da/79/76e6d09ae19c99404656d7db9c35dfd20f2086f3eb6ecb496b5b31163bad/pytokens-0.4.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:f66a6bbe741bd431f6d741e617e0f39ec7257ca1f89089593479347cc4d13324", size = 271716, upload-time = "2026-01-30T01:03:23.633Z" }, + { url = "https://files.pythonhosted.org/packages/79/37/482e55fa1602e0a7ff012661d8c946bafdc05e480ea5a32f4f7e336d4aa9/pytokens-0.4.1-cp314-cp314-win_amd64.whl", hash = "sha256:b35d7e5ad269804f6697727702da3c517bb8a5228afa450ab0fa787732055fc9", size = 104539, upload-time = "2026-01-30T01:03:24.788Z" }, + { url = "https://files.pythonhosted.org/packages/30/e8/20e7db907c23f3d63b0be3b8a4fd1927f6da2395f5bcc7f72242bb963dfe/pytokens-0.4.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:8fcb9ba3709ff77e77f1c7022ff11d13553f3c30299a9fe246a166903e9091eb", size = 168474, upload-time = "2026-01-30T01:03:26.428Z" }, + { url = "https://files.pythonhosted.org/packages/d6/81/88a95ee9fafdd8f5f3452107748fd04c24930d500b9aba9738f3ade642cc/pytokens-0.4.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:79fc6b8699564e1f9b521582c35435f1bd32dd06822322ec44afdeba666d8cb3", size = 290473, upload-time = "2026-01-30T01:03:27.415Z" }, + { url = "https://files.pythonhosted.org/packages/cf/35/3aa899645e29b6375b4aed9f8d21df219e7c958c4c186b465e42ee0a06bf/pytokens-0.4.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d31b97b3de0f61571a124a00ffe9a81fb9939146c122c11060725bd5aea79975", size = 303485, upload-time = "2026-01-30T01:03:28.558Z" }, + { url = "https://files.pythonhosted.org/packages/52/a0/07907b6ff512674d9b201859f7d212298c44933633c946703a20c25e9d81/pytokens-0.4.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:967cf6e3fd4adf7de8fc73cd3043754ae79c36475c1c11d514fc72cf5490094a", size = 306698, upload-time = "2026-01-30T01:03:29.653Z" }, + { url = "https://files.pythonhosted.org/packages/39/2a/cbbf9250020a4a8dd53ba83a46c097b69e5eb49dd14e708f496f548c6612/pytokens-0.4.1-cp314-cp314t-win_amd64.whl", hash = "sha256:584c80c24b078eec1e227079d56dc22ff755e0ba8654d8383b2c549107528918", size = 116287, upload-time = "2026-01-30T01:03:30.912Z" }, + { url = "https://files.pythonhosted.org/packages/c6/78/397db326746f0a342855b81216ae1f0a32965deccfd7c830a2dbc66d2483/pytokens-0.4.1-py3-none-any.whl", hash = "sha256:26cef14744a8385f35d0e095dc8b3a7583f6c953c2e3d269c7f82484bf5ad2de", size = 13729, upload-time = "2026-01-30T01:03:45.029Z" }, +] + +[[package]] +name = "pytz" +version = "2026.3.post1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/fb/48/fb042503b6ca6cd271261dc559fd6432f7d8c713153e9ec5c591af4dfc1c/pytz-2026.3.post1.tar.gz", hash = "sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d", size = 319745, upload-time = "2026-07-25T15:12:07.385Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0f/7b/39c34ca613b0b198cb866466651b26b045e2009864c5183c979a3b83f383/pytz-2026.3.post1-py2.py3-none-any.whl", hash = "sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815", size = 508283, upload-time = "2026-07-25T15:12:05.782Z" }, +] + +[[package]] +name = "pyyaml" +version = "6.0.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/05/8e/961c0007c59b8dd7729d542c61a4d537767a59645b82a0b521206e1e25c2/pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f", size = 130960, upload-time = "2025-09-25T21:33:16.546Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f4/a0/39350dd17dd6d6c6507025c0e53aef67a9293a6d37d3511f23ea510d5800/pyyaml-6.0.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b", size = 184227, upload-time = "2025-09-25T21:31:46.04Z" }, + { url = "https://files.pythonhosted.org/packages/05/14/52d505b5c59ce73244f59c7a50ecf47093ce4765f116cdb98286a71eeca2/pyyaml-6.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956", size = 174019, upload-time = "2025-09-25T21:31:47.706Z" }, + { url = "https://files.pythonhosted.org/packages/43/f7/0e6a5ae5599c838c696adb4e6330a59f463265bfa1e116cfd1fbb0abaaae/pyyaml-6.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8", size = 740646, upload-time = "2025-09-25T21:31:49.21Z" }, + { url = "https://files.pythonhosted.org/packages/2f/3a/61b9db1d28f00f8fd0ae760459a5c4bf1b941baf714e207b6eb0657d2578/pyyaml-6.0.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198", size = 840793, upload-time = "2025-09-25T21:31:50.735Z" }, + { url = "https://files.pythonhosted.org/packages/7a/1e/7acc4f0e74c4b3d9531e24739e0ab832a5edf40e64fbae1a9c01941cabd7/pyyaml-6.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b", size = 770293, upload-time = "2025-09-25T21:31:51.828Z" }, + { url = "https://files.pythonhosted.org/packages/8b/ef/abd085f06853af0cd59fa5f913d61a8eab65d7639ff2a658d18a25d6a89d/pyyaml-6.0.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0", size = 732872, upload-time = "2025-09-25T21:31:53.282Z" }, + { url = "https://files.pythonhosted.org/packages/1f/15/2bc9c8faf6450a8b3c9fc5448ed869c599c0a74ba2669772b1f3a0040180/pyyaml-6.0.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69", size = 758828, upload-time = "2025-09-25T21:31:54.807Z" }, + { url = "https://files.pythonhosted.org/packages/a3/00/531e92e88c00f4333ce359e50c19b8d1de9fe8d581b1534e35ccfbc5f393/pyyaml-6.0.3-cp310-cp310-win32.whl", hash = "sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e", size = 142415, upload-time = "2025-09-25T21:31:55.885Z" }, + { url = "https://files.pythonhosted.org/packages/2a/fa/926c003379b19fca39dd4634818b00dec6c62d87faf628d1394e137354d4/pyyaml-6.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c", size = 158561, upload-time = "2025-09-25T21:31:57.406Z" }, + { url = "https://files.pythonhosted.org/packages/6d/16/a95b6757765b7b031c9374925bb718d55e0a9ba8a1b6a12d25962ea44347/pyyaml-6.0.3-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e", size = 185826, upload-time = "2025-09-25T21:31:58.655Z" }, + { url = "https://files.pythonhosted.org/packages/16/19/13de8e4377ed53079ee996e1ab0a9c33ec2faf808a4647b7b4c0d46dd239/pyyaml-6.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824", size = 175577, upload-time = "2025-09-25T21:32:00.088Z" }, + { url = "https://files.pythonhosted.org/packages/0c/62/d2eb46264d4b157dae1275b573017abec435397aa59cbcdab6fc978a8af4/pyyaml-6.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c", size = 775556, upload-time = "2025-09-25T21:32:01.31Z" }, + { url = "https://files.pythonhosted.org/packages/10/cb/16c3f2cf3266edd25aaa00d6c4350381c8b012ed6f5276675b9eba8d9ff4/pyyaml-6.0.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00", size = 882114, upload-time = "2025-09-25T21:32:03.376Z" }, + { url = "https://files.pythonhosted.org/packages/71/60/917329f640924b18ff085ab889a11c763e0b573da888e8404ff486657602/pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d", size = 806638, upload-time = "2025-09-25T21:32:04.553Z" }, + { url = "https://files.pythonhosted.org/packages/dd/6f/529b0f316a9fd167281a6c3826b5583e6192dba792dd55e3203d3f8e655a/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a", size = 767463, upload-time = "2025-09-25T21:32:06.152Z" }, + { url = "https://files.pythonhosted.org/packages/f2/6a/b627b4e0c1dd03718543519ffb2f1deea4a1e6d42fbab8021936a4d22589/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4", size = 794986, upload-time = "2025-09-25T21:32:07.367Z" }, + { url = "https://files.pythonhosted.org/packages/45/91/47a6e1c42d9ee337c4839208f30d9f09caa9f720ec7582917b264defc875/pyyaml-6.0.3-cp311-cp311-win32.whl", hash = "sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b", size = 142543, upload-time = "2025-09-25T21:32:08.95Z" }, + { url = "https://files.pythonhosted.org/packages/da/e3/ea007450a105ae919a72393cb06f122f288ef60bba2dc64b26e2646fa315/pyyaml-6.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf", size = 158763, upload-time = "2025-09-25T21:32:09.96Z" }, + { url = "https://files.pythonhosted.org/packages/d1/33/422b98d2195232ca1826284a76852ad5a86fe23e31b009c9886b2d0fb8b2/pyyaml-6.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196", size = 182063, upload-time = "2025-09-25T21:32:11.445Z" }, + { url = "https://files.pythonhosted.org/packages/89/a0/6cf41a19a1f2f3feab0e9c0b74134aa2ce6849093d5517a0c550fe37a648/pyyaml-6.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0", size = 173973, upload-time = "2025-09-25T21:32:12.492Z" }, + { url = "https://files.pythonhosted.org/packages/ed/23/7a778b6bd0b9a8039df8b1b1d80e2e2ad78aa04171592c8a5c43a56a6af4/pyyaml-6.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28", size = 775116, upload-time = "2025-09-25T21:32:13.652Z" }, + { url = "https://files.pythonhosted.org/packages/65/30/d7353c338e12baef4ecc1b09e877c1970bd3382789c159b4f89d6a70dc09/pyyaml-6.0.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c", size = 844011, upload-time = "2025-09-25T21:32:15.21Z" }, + { url = "https://files.pythonhosted.org/packages/8b/9d/b3589d3877982d4f2329302ef98a8026e7f4443c765c46cfecc8858c6b4b/pyyaml-6.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc", size = 807870, upload-time = "2025-09-25T21:32:16.431Z" }, + { url = "https://files.pythonhosted.org/packages/05/c0/b3be26a015601b822b97d9149ff8cb5ead58c66f981e04fedf4e762f4bd4/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e", size = 761089, upload-time = "2025-09-25T21:32:17.56Z" }, + { url = "https://files.pythonhosted.org/packages/be/8e/98435a21d1d4b46590d5459a22d88128103f8da4c2d4cb8f14f2a96504e1/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea", size = 790181, upload-time = "2025-09-25T21:32:18.834Z" }, + { url = "https://files.pythonhosted.org/packages/74/93/7baea19427dcfbe1e5a372d81473250b379f04b1bd3c4c5ff825e2327202/pyyaml-6.0.3-cp312-cp312-win32.whl", hash = "sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5", size = 137658, upload-time = "2025-09-25T21:32:20.209Z" }, + { url = "https://files.pythonhosted.org/packages/86/bf/899e81e4cce32febab4fb42bb97dcdf66bc135272882d1987881a4b519e9/pyyaml-6.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b", size = 154003, upload-time = "2025-09-25T21:32:21.167Z" }, + { url = "https://files.pythonhosted.org/packages/1a/08/67bd04656199bbb51dbed1439b7f27601dfb576fb864099c7ef0c3e55531/pyyaml-6.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd", size = 140344, upload-time = "2025-09-25T21:32:22.617Z" }, + { url = "https://files.pythonhosted.org/packages/d1/11/0fd08f8192109f7169db964b5707a2f1e8b745d4e239b784a5a1dd80d1db/pyyaml-6.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8", size = 181669, upload-time = "2025-09-25T21:32:23.673Z" }, + { url = "https://files.pythonhosted.org/packages/b1/16/95309993f1d3748cd644e02e38b75d50cbc0d9561d21f390a76242ce073f/pyyaml-6.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1", size = 173252, upload-time = "2025-09-25T21:32:25.149Z" }, + { url = "https://files.pythonhosted.org/packages/50/31/b20f376d3f810b9b2371e72ef5adb33879b25edb7a6d072cb7ca0c486398/pyyaml-6.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c", size = 767081, upload-time = "2025-09-25T21:32:26.575Z" }, + { url = "https://files.pythonhosted.org/packages/49/1e/a55ca81e949270d5d4432fbbd19dfea5321eda7c41a849d443dc92fd1ff7/pyyaml-6.0.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5", size = 841159, upload-time = "2025-09-25T21:32:27.727Z" }, + { url = "https://files.pythonhosted.org/packages/74/27/e5b8f34d02d9995b80abcef563ea1f8b56d20134d8f4e5e81733b1feceb2/pyyaml-6.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6", size = 801626, upload-time = "2025-09-25T21:32:28.878Z" }, + { url = "https://files.pythonhosted.org/packages/f9/11/ba845c23988798f40e52ba45f34849aa8a1f2d4af4b798588010792ebad6/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6", size = 753613, upload-time = "2025-09-25T21:32:30.178Z" }, + { url = "https://files.pythonhosted.org/packages/3d/e0/7966e1a7bfc0a45bf0a7fb6b98ea03fc9b8d84fa7f2229e9659680b69ee3/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be", size = 794115, upload-time = "2025-09-25T21:32:31.353Z" }, + { url = "https://files.pythonhosted.org/packages/de/94/980b50a6531b3019e45ddeada0626d45fa85cbe22300844a7983285bed3b/pyyaml-6.0.3-cp313-cp313-win32.whl", hash = "sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26", size = 137427, upload-time = "2025-09-25T21:32:32.58Z" }, + { url = "https://files.pythonhosted.org/packages/97/c9/39d5b874e8b28845e4ec2202b5da735d0199dbe5b8fb85f91398814a9a46/pyyaml-6.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c", size = 154090, upload-time = "2025-09-25T21:32:33.659Z" }, + { url = "https://files.pythonhosted.org/packages/73/e8/2bdf3ca2090f68bb3d75b44da7bbc71843b19c9f2b9cb9b0f4ab7a5a4329/pyyaml-6.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb", size = 140246, upload-time = "2025-09-25T21:32:34.663Z" }, + { url = "https://files.pythonhosted.org/packages/9d/8c/f4bd7f6465179953d3ac9bc44ac1a8a3e6122cf8ada906b4f96c60172d43/pyyaml-6.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac", size = 181814, upload-time = "2025-09-25T21:32:35.712Z" }, + { url = "https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310", size = 173809, upload-time = "2025-09-25T21:32:36.789Z" }, + { url = "https://files.pythonhosted.org/packages/92/b5/47e807c2623074914e29dabd16cbbdd4bf5e9b2db9f8090fa64411fc5382/pyyaml-6.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7", size = 766454, upload-time = "2025-09-25T21:32:37.966Z" }, + { url = "https://files.pythonhosted.org/packages/02/9e/e5e9b168be58564121efb3de6859c452fccde0ab093d8438905899a3a483/pyyaml-6.0.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788", size = 836355, upload-time = "2025-09-25T21:32:39.178Z" }, + { url = "https://files.pythonhosted.org/packages/88/f9/16491d7ed2a919954993e48aa941b200f38040928474c9e85ea9e64222c3/pyyaml-6.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5", size = 794175, upload-time = "2025-09-25T21:32:40.865Z" }, + { url = "https://files.pythonhosted.org/packages/dd/3f/5989debef34dc6397317802b527dbbafb2b4760878a53d4166579111411e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764", size = 755228, upload-time = "2025-09-25T21:32:42.084Z" }, + { url = "https://files.pythonhosted.org/packages/d7/ce/af88a49043cd2e265be63d083fc75b27b6ed062f5f9fd6cdc223ad62f03e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35", size = 789194, upload-time = "2025-09-25T21:32:43.362Z" }, + { url = "https://files.pythonhosted.org/packages/23/20/bb6982b26a40bb43951265ba29d4c246ef0ff59c9fdcdf0ed04e0687de4d/pyyaml-6.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac", size = 156429, upload-time = "2025-09-25T21:32:57.844Z" }, + { url = "https://files.pythonhosted.org/packages/f4/f4/a4541072bb9422c8a883ab55255f918fa378ecf083f5b85e87fc2b4eda1b/pyyaml-6.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3", size = 143912, upload-time = "2025-09-25T21:32:59.247Z" }, + { url = "https://files.pythonhosted.org/packages/7c/f9/07dd09ae774e4616edf6cda684ee78f97777bdd15847253637a6f052a62f/pyyaml-6.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3", size = 189108, upload-time = "2025-09-25T21:32:44.377Z" }, + { url = "https://files.pythonhosted.org/packages/4e/78/8d08c9fb7ce09ad8c38ad533c1191cf27f7ae1effe5bb9400a46d9437fcf/pyyaml-6.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba", size = 183641, upload-time = "2025-09-25T21:32:45.407Z" }, + { url = "https://files.pythonhosted.org/packages/7b/5b/3babb19104a46945cf816d047db2788bcaf8c94527a805610b0289a01c6b/pyyaml-6.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c", size = 831901, upload-time = "2025-09-25T21:32:48.83Z" }, + { url = "https://files.pythonhosted.org/packages/8b/cc/dff0684d8dc44da4d22a13f35f073d558c268780ce3c6ba1b87055bb0b87/pyyaml-6.0.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702", size = 861132, upload-time = "2025-09-25T21:32:50.149Z" }, + { url = "https://files.pythonhosted.org/packages/b1/5e/f77dc6b9036943e285ba76b49e118d9ea929885becb0a29ba8a7c75e29fe/pyyaml-6.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c", size = 839261, upload-time = "2025-09-25T21:32:51.808Z" }, + { url = "https://files.pythonhosted.org/packages/ce/88/a9db1376aa2a228197c58b37302f284b5617f56a5d959fd1763fb1675ce6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065", size = 805272, upload-time = "2025-09-25T21:32:52.941Z" }, + { url = "https://files.pythonhosted.org/packages/da/92/1446574745d74df0c92e6aa4a7b0b3130706a4142b2d1a5869f2eaa423c6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65", size = 829923, upload-time = "2025-09-25T21:32:54.537Z" }, + { url = "https://files.pythonhosted.org/packages/f0/7a/1c7270340330e575b92f397352af856a8c06f230aa3e76f86b39d01b416a/pyyaml-6.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9", size = 174062, upload-time = "2025-09-25T21:32:55.767Z" }, + { url = "https://files.pythonhosted.org/packages/f1/12/de94a39c2ef588c7e6455cfbe7343d3b2dc9d6b6b2f40c4c6565744c873d/pyyaml-6.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b", size = 149341, upload-time = "2025-09-25T21:32:56.828Z" }, +] + +[[package]] +name = "pyyaml-env-tag" +version = "1.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pyyaml" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/eb/2e/79c822141bfd05a853236b504869ebc6b70159afc570e1d5a20641782eaa/pyyaml_env_tag-1.1.tar.gz", hash = "sha256:2eb38b75a2d21ee0475d6d97ec19c63287a7e140231e4214969d0eac923cd7ff", size = 5737, upload-time = "2025-05-13T15:24:01.64Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/04/11/432f32f8097b03e3cd5fe57e88efb685d964e2e5178a48ed61e841f7fdce/pyyaml_env_tag-1.1-py3-none-any.whl", hash = "sha256:17109e1a528561e32f026364712fee1264bc2ea6715120891174ed1b980d2e04", size = 4722, upload-time = "2025-05-13T15:23:59.629Z" }, +] + +[[package]] +name = "requests" +version = "2.34.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "certifi" }, + { name = "charset-normalizer" }, + { name = "idna" }, + { name = "urllib3" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ac/c3/e2a2b89f2d3e2179abd6d00ebd70bff6273f37fb3e0cc209f48b39d00cbf/requests-2.34.2.tar.gz", hash = "sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed", size = 142856, upload-time = "2026-05-14T19:25:27.735Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a0/f4/c67b0b3f1b9245e8d266f0f112c500d50e5b4e83cb6f3b71b6528104182a/requests-2.34.2-py3-none-any.whl", hash = "sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0", size = 73075, upload-time = "2026-05-14T19:25:26.443Z" }, +] + +[[package]] +name = "ruff" +version = "0.16.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/61/b3/3213589383f8f1b3938781bd1278713f6d18621a14992b3e81fefb8a5ef9/ruff-0.16.3.tar.gz", hash = "sha256:e76d33a347661a84b5be6d043d0347fdc745dfdcf825a8f4fed64b5e26eebdf2", size = 4891904, upload-time = "2026-08-13T15:17:13.381Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/bf/96/493770daebd68c0a67f1549fdf519f53be51fc435186c0585bcc272fd76c/ruff-0.16.3-py3-none-linux_armv6l.whl", hash = "sha256:0c5710e247a58a4521e66e124ba9a74655b414f61ba3a2e9e3811e11098f48f7", size = 10902799, upload-time = "2026-08-13T15:16:27.382Z" }, + { url = "https://files.pythonhosted.org/packages/5e/e6/2becf3942fddc29a29b8df47691d456fb1085391a694f74d84513251418c/ruff-0.16.3-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:fe155130631a2471fd2e14a7a664a4dfbd7194b8229c3d7b2a40b21178639081", size = 11135539, upload-time = "2026-08-13T15:16:30.87Z" }, + { url = "https://files.pythonhosted.org/packages/3e/1e/4b8b72f0d006dbf19326aa99f9ca0ee2ff374187c4d301cf529a51aa06fe/ruff-0.16.3-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e2ed719e14aa64d895c2ee922594a90a43c861a93f0575a95ff8c47cdbd13eb9", size = 10475095, upload-time = "2026-08-13T15:16:33.259Z" }, + { url = "https://files.pythonhosted.org/packages/92/32/2201fa49ba1f6c101ee321e83f051ac7a4b8d07b0ef6b4d3f2772b302275/ruff-0.16.3-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9e0b1da805eb043654645d74d5de1e5ce2edc686e40790d2b86f56d71cc06a84", size = 10668771, upload-time = "2026-08-13T15:16:35.65Z" }, + { url = "https://files.pythonhosted.org/packages/c3/66/4afc5c8363bd04d45effce1b7c8713ca037d7a6740b7451a2403a6e3a972/ruff-0.16.3-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a37bdea0bbe21780f590bf437d6412c8c4e1b6cd010f91a65c2c40c5e5f5f870", size = 10699568, upload-time = "2026-08-13T15:16:38.195Z" }, + { url = "https://files.pythonhosted.org/packages/53/fd/c67d246bf36bf1698551c56de39e95cd07f70e64433e0098e6267d77061b/ruff-0.16.3-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:09571e6d1288ed9be475207a3ac04ada404f1cd898104be0f6ab8d7df438575b", size = 11499365, upload-time = "2026-08-13T15:16:40.623Z" }, + { url = "https://files.pythonhosted.org/packages/67/0b/00ecbceb99a263af7b12f6f05ac3c92bc47b905e91adc3f207a836e3bc01/ruff-0.16.3-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2c18c5a101eb540010638cc1ff3c84944d3adb3df62b8d98ca8f22ba484d3413", size = 12311728, upload-time = "2026-08-13T15:16:43.564Z" }, + { url = "https://files.pythonhosted.org/packages/54/b2/b7b3bb54f4d3f7db504e476ad4ab8de530dceebe2c061384b2757ee419e8/ruff-0.16.3-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8457c44f15033c85ddbb77b15d451df9e24e4bd03b628396dd3610cedc3b8f82", size = 11699896, upload-time = "2026-08-13T15:16:46.209Z" }, + { url = "https://files.pythonhosted.org/packages/c7/30/4c468429ac195addc5ee1b717b6ab1b66632786737ca3b2ed3443fb0c26a/ruff-0.16.3-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:294b95c4ae0cda9388525c2047778aa758d6b8d4bb876fd4e9eaa3ebc92343eb", size = 11058736, upload-time = "2026-08-13T15:16:48.823Z" }, + { url = "https://files.pythonhosted.org/packages/43/67/7a113cdaddf24b64d7f75b1242a99d04c82fcef4f6921fdbb832beaffb5f/ruff-0.16.3-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:3d0c7c40c87c2a820509c31ba007968da6e1306468c067b2d82fbfdbcd0e8474", size = 11586911, upload-time = "2026-08-13T15:16:51.913Z" }, + { url = "https://files.pythonhosted.org/packages/f1/c1/2e66f24c0f3ead25a5e660111778685e505e5da353c82802bf49f0cbe7b9/ruff-0.16.3-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:9f738c0fdfa8eed0b2ce7fb27ee7258208a92a68d7949e62aa15164bc7b389da", size = 10954265, upload-time = "2026-08-13T15:16:54.763Z" }, + { url = "https://files.pythonhosted.org/packages/c2/ba/4cee23bf52cba9a058d3726de623624daf50ef9638868edd86f4126157f6/ruff-0.16.3-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:fb785f0be25abe69d320415cd4f833b59e17ba7613d9ba6a958023b6bceb0a50", size = 10709886, upload-time = "2026-08-13T15:16:57.339Z" }, + { url = "https://files.pythonhosted.org/packages/82/df/7da7194fa5d9dc0a285f7e6fa5a4722e7c63faac0b45b614ded9314363a1/ruff-0.16.3-py3-none-musllinux_1_2_i686.whl", hash = "sha256:c5536e3acfbf9563085aa2be7b13c629c3077e902afc5b941ac44024dbb9f506", size = 11210392, upload-time = "2026-08-13T15:17:00.171Z" }, + { url = "https://files.pythonhosted.org/packages/35/85/7795f6e817af050e7517bf3e7aa9b061cce70ef33d280aad902c956c1ecf/ruff-0.16.3-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a2d85c02f9b8e165d85e6779184d38c4132de12603dab59c51c28e22584f9e4d", size = 11626910, upload-time = "2026-08-13T15:17:03.299Z" }, + { url = "https://files.pythonhosted.org/packages/78/9b/475b927cf27a5cbbda3c7bafb69ed6ff77e1d7923d5d85f17c2749d7ae32/ruff-0.16.3-py3-none-win32.whl", hash = "sha256:388cdf2166642bd9b13d52b5932d3170f34f8abed7e8d9a855f1d84b83645a0a", size = 10931415, upload-time = "2026-08-13T15:17:05.726Z" }, + { url = "https://files.pythonhosted.org/packages/b2/99/e2a2bfc4fbf0a1e8a916bc9ebe6fe6c58cc34c28e0ffc6ce281d572d1c2e/ruff-0.16.3-py3-none-win_amd64.whl", hash = "sha256:e80a7d69ca2a6d1c4d352ec91458cdca6e56c83cdbcabd93e4abe1e53591d948", size = 11445993, upload-time = "2026-08-13T15:17:08.353Z" }, + { url = "https://files.pythonhosted.org/packages/69/3e/4132e539aed78c148854d4997a2685b0ed4dc4e87110b59ce528564e184e/ruff-0.16.3-py3-none-win_arm64.whl", hash = "sha256:b8ca152da82c1acc1fa8d5874b15951935f0eef46f10e6954c83859011b6178a", size = 11399302, upload-time = "2026-08-13T15:17:10.908Z" }, +] + +[[package]] +name = "s3transfer" +version = "0.19.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "botocore" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/76/43/35e4d8aa320bffe8287fe8f65f578fa2d2db0a64212f0e710dce58267854/s3transfer-0.19.2.tar.gz", hash = "sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993", size = 165592, upload-time = "2026-07-22T19:30:44.432Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/bc/e7/5c595c75e9f41a44f30e526eda465ea0b4eec93470e074e4a111b253f13a/s3transfer-0.19.2-py3-none-any.whl", hash = "sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25", size = 90216, upload-time = "2026-07-22T19:30:43.251Z" }, +] + +[[package]] +name = "scipy" +version = "1.15.3" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.11'", +] +dependencies = [ + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/0f/37/6964b830433e654ec7485e45a00fc9a27cf868d622838f6b6d9c5ec0d532/scipy-1.15.3.tar.gz", hash = "sha256:eae3cf522bc7df64b42cad3925c876e1b0b6c35c1337c93e12c0f366f55b0eaf", size = 59419214, upload-time = "2025-05-08T16:13:05.955Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/78/2f/4966032c5f8cc7e6a60f1b2e0ad686293b9474b65246b0c642e3ef3badd0/scipy-1.15.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:a345928c86d535060c9c2b25e71e87c39ab2f22fc96e9636bd74d1dbf9de448c", size = 38702770, upload-time = "2025-05-08T16:04:20.849Z" }, + { url = "https://files.pythonhosted.org/packages/a0/6e/0c3bf90fae0e910c274db43304ebe25a6b391327f3f10b5dcc638c090795/scipy-1.15.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:ad3432cb0f9ed87477a8d97f03b763fd1d57709f1bbde3c9369b1dff5503b253", size = 30094511, upload-time = "2025-05-08T16:04:27.103Z" }, + { url = "https://files.pythonhosted.org/packages/ea/b1/4deb37252311c1acff7f101f6453f0440794f51b6eacb1aad4459a134081/scipy-1.15.3-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:aef683a9ae6eb00728a542b796f52a5477b78252edede72b8327a886ab63293f", size = 22368151, upload-time = "2025-05-08T16:04:31.731Z" }, + { url = "https://files.pythonhosted.org/packages/38/7d/f457626e3cd3c29b3a49ca115a304cebb8cc6f31b04678f03b216899d3c6/scipy-1.15.3-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:1c832e1bd78dea67d5c16f786681b28dd695a8cb1fb90af2e27580d3d0967e92", size = 25121732, upload-time = "2025-05-08T16:04:36.596Z" }, + { url = "https://files.pythonhosted.org/packages/db/0a/92b1de4a7adc7a15dcf5bddc6e191f6f29ee663b30511ce20467ef9b82e4/scipy-1.15.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:263961f658ce2165bbd7b99fa5135195c3a12d9bef045345016b8b50c315cb82", size = 35547617, upload-time = "2025-05-08T16:04:43.546Z" }, + { url = "https://files.pythonhosted.org/packages/8e/6d/41991e503e51fc1134502694c5fa7a1671501a17ffa12716a4a9151af3df/scipy-1.15.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9e2abc762b0811e09a0d3258abee2d98e0c703eee49464ce0069590846f31d40", size = 37662964, upload-time = "2025-05-08T16:04:49.431Z" }, + { url = "https://files.pythonhosted.org/packages/25/e1/3df8f83cb15f3500478c889be8fb18700813b95e9e087328230b98d547ff/scipy-1.15.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:ed7284b21a7a0c8f1b6e5977ac05396c0d008b89e05498c8b7e8f4a1423bba0e", size = 37238749, upload-time = "2025-05-08T16:04:55.215Z" }, + { url = "https://files.pythonhosted.org/packages/93/3e/b3257cf446f2a3533ed7809757039016b74cd6f38271de91682aa844cfc5/scipy-1.15.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:5380741e53df2c566f4d234b100a484b420af85deb39ea35a1cc1be84ff53a5c", size = 40022383, upload-time = "2025-05-08T16:05:01.914Z" }, + { url = "https://files.pythonhosted.org/packages/d1/84/55bc4881973d3f79b479a5a2e2df61c8c9a04fcb986a213ac9c02cfb659b/scipy-1.15.3-cp310-cp310-win_amd64.whl", hash = "sha256:9d61e97b186a57350f6d6fd72640f9e99d5a4a2b8fbf4b9ee9a841eab327dc13", size = 41259201, upload-time = "2025-05-08T16:05:08.166Z" }, + { url = "https://files.pythonhosted.org/packages/96/ab/5cc9f80f28f6a7dff646c5756e559823614a42b1939d86dd0ed550470210/scipy-1.15.3-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:993439ce220d25e3696d1b23b233dd010169b62f6456488567e830654ee37a6b", size = 38714255, upload-time = "2025-05-08T16:05:14.596Z" }, + { url = "https://files.pythonhosted.org/packages/4a/4a/66ba30abe5ad1a3ad15bfb0b59d22174012e8056ff448cb1644deccbfed2/scipy-1.15.3-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:34716e281f181a02341ddeaad584205bd2fd3c242063bd3423d61ac259ca7eba", size = 30111035, upload-time = "2025-05-08T16:05:20.152Z" }, + { url = "https://files.pythonhosted.org/packages/4b/fa/a7e5b95afd80d24313307f03624acc65801846fa75599034f8ceb9e2cbf6/scipy-1.15.3-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:3b0334816afb8b91dab859281b1b9786934392aa3d527cd847e41bb6f45bee65", size = 22384499, upload-time = "2025-05-08T16:05:24.494Z" }, + { url = "https://files.pythonhosted.org/packages/17/99/f3aaddccf3588bb4aea70ba35328c204cadd89517a1612ecfda5b2dd9d7a/scipy-1.15.3-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:6db907c7368e3092e24919b5e31c76998b0ce1684d51a90943cb0ed1b4ffd6c1", size = 25152602, upload-time = "2025-05-08T16:05:29.313Z" }, + { url = "https://files.pythonhosted.org/packages/56/c5/1032cdb565f146109212153339f9cb8b993701e9fe56b1c97699eee12586/scipy-1.15.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:721d6b4ef5dc82ca8968c25b111e307083d7ca9091bc38163fb89243e85e3889", size = 35503415, upload-time = "2025-05-08T16:05:34.699Z" }, + { url = "https://files.pythonhosted.org/packages/bd/37/89f19c8c05505d0601ed5650156e50eb881ae3918786c8fd7262b4ee66d3/scipy-1.15.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:39cb9c62e471b1bb3750066ecc3a3f3052b37751c7c3dfd0fd7e48900ed52982", size = 37652622, upload-time = "2025-05-08T16:05:40.762Z" }, + { url = "https://files.pythonhosted.org/packages/7e/31/be59513aa9695519b18e1851bb9e487de66f2d31f835201f1b42f5d4d475/scipy-1.15.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:795c46999bae845966368a3c013e0e00947932d68e235702b5c3f6ea799aa8c9", size = 37244796, upload-time = "2025-05-08T16:05:48.119Z" }, + { url = "https://files.pythonhosted.org/packages/10/c0/4f5f3eeccc235632aab79b27a74a9130c6c35df358129f7ac8b29f562ac7/scipy-1.15.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:18aaacb735ab38b38db42cb01f6b92a2d0d4b6aabefeb07f02849e47f8fb3594", size = 40047684, upload-time = "2025-05-08T16:05:54.22Z" }, + { url = "https://files.pythonhosted.org/packages/ab/a7/0ddaf514ce8a8714f6ed243a2b391b41dbb65251affe21ee3077ec45ea9a/scipy-1.15.3-cp311-cp311-win_amd64.whl", hash = "sha256:ae48a786a28412d744c62fd7816a4118ef97e5be0bee968ce8f0a2fba7acf3bb", size = 41246504, upload-time = "2025-05-08T16:06:00.437Z" }, + { url = "https://files.pythonhosted.org/packages/37/4b/683aa044c4162e10ed7a7ea30527f2cbd92e6999c10a8ed8edb253836e9c/scipy-1.15.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6ac6310fdbfb7aa6612408bd2f07295bcbd3fda00d2d702178434751fe48e019", size = 38766735, upload-time = "2025-05-08T16:06:06.471Z" }, + { url = "https://files.pythonhosted.org/packages/7b/7e/f30be3d03de07f25dc0ec926d1681fed5c732d759ac8f51079708c79e680/scipy-1.15.3-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:185cd3d6d05ca4b44a8f1595af87f9c372bb6acf9c808e99aa3e9aa03bd98cf6", size = 30173284, upload-time = "2025-05-08T16:06:11.686Z" }, + { url = "https://files.pythonhosted.org/packages/07/9c/0ddb0d0abdabe0d181c1793db51f02cd59e4901da6f9f7848e1f96759f0d/scipy-1.15.3-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:05dc6abcd105e1a29f95eada46d4a3f251743cfd7d3ae8ddb4088047f24ea477", size = 22446958, upload-time = "2025-05-08T16:06:15.97Z" }, + { url = "https://files.pythonhosted.org/packages/af/43/0bce905a965f36c58ff80d8bea33f1f9351b05fad4beaad4eae34699b7a1/scipy-1.15.3-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:06efcba926324df1696931a57a176c80848ccd67ce6ad020c810736bfd58eb1c", size = 25242454, upload-time = "2025-05-08T16:06:20.394Z" }, + { url = "https://files.pythonhosted.org/packages/56/30/a6f08f84ee5b7b28b4c597aca4cbe545535c39fe911845a96414700b64ba/scipy-1.15.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c05045d8b9bfd807ee1b9f38761993297b10b245f012b11b13b91ba8945f7e45", size = 35210199, upload-time = "2025-05-08T16:06:26.159Z" }, + { url = "https://files.pythonhosted.org/packages/0b/1f/03f52c282437a168ee2c7c14a1a0d0781a9a4a8962d84ac05c06b4c5b555/scipy-1.15.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:271e3713e645149ea5ea3e97b57fdab61ce61333f97cfae392c28ba786f9bb49", size = 37309455, upload-time = "2025-05-08T16:06:32.778Z" }, + { url = "https://files.pythonhosted.org/packages/89/b1/fbb53137f42c4bf630b1ffdfc2151a62d1d1b903b249f030d2b1c0280af8/scipy-1.15.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6cfd56fc1a8e53f6e89ba3a7a7251f7396412d655bca2aa5611c8ec9a6784a1e", size = 36885140, upload-time = "2025-05-08T16:06:39.249Z" }, + { url = "https://files.pythonhosted.org/packages/2e/2e/025e39e339f5090df1ff266d021892694dbb7e63568edcfe43f892fa381d/scipy-1.15.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0ff17c0bb1cb32952c09217d8d1eed9b53d1463e5f1dd6052c7857f83127d539", size = 39710549, upload-time = "2025-05-08T16:06:45.729Z" }, + { url = "https://files.pythonhosted.org/packages/e6/eb/3bf6ea8ab7f1503dca3a10df2e4b9c3f6b3316df07f6c0ded94b281c7101/scipy-1.15.3-cp312-cp312-win_amd64.whl", hash = "sha256:52092bc0472cfd17df49ff17e70624345efece4e1a12b23783a1ac59a1b728ed", size = 40966184, upload-time = "2025-05-08T16:06:52.623Z" }, + { url = "https://files.pythonhosted.org/packages/73/18/ec27848c9baae6e0d6573eda6e01a602e5649ee72c27c3a8aad673ebecfd/scipy-1.15.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:2c620736bcc334782e24d173c0fdbb7590a0a436d2fdf39310a8902505008759", size = 38728256, upload-time = "2025-05-08T16:06:58.696Z" }, + { url = "https://files.pythonhosted.org/packages/74/cd/1aef2184948728b4b6e21267d53b3339762c285a46a274ebb7863c9e4742/scipy-1.15.3-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:7e11270a000969409d37ed399585ee530b9ef6aa99d50c019de4cb01e8e54e62", size = 30109540, upload-time = "2025-05-08T16:07:04.209Z" }, + { url = "https://files.pythonhosted.org/packages/5b/d8/59e452c0a255ec352bd0a833537a3bc1bfb679944c4938ab375b0a6b3a3e/scipy-1.15.3-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:8c9ed3ba2c8a2ce098163a9bdb26f891746d02136995df25227a20e71c396ebb", size = 22383115, upload-time = "2025-05-08T16:07:08.998Z" }, + { url = "https://files.pythonhosted.org/packages/08/f5/456f56bbbfccf696263b47095291040655e3cbaf05d063bdc7c7517f32ac/scipy-1.15.3-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:0bdd905264c0c9cfa74a4772cdb2070171790381a5c4d312c973382fc6eaf730", size = 25163884, upload-time = "2025-05-08T16:07:14.091Z" }, + { url = "https://files.pythonhosted.org/packages/a2/66/a9618b6a435a0f0c0b8a6d0a2efb32d4ec5a85f023c2b79d39512040355b/scipy-1.15.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79167bba085c31f38603e11a267d862957cbb3ce018d8b38f79ac043bc92d825", size = 35174018, upload-time = "2025-05-08T16:07:19.427Z" }, + { url = "https://files.pythonhosted.org/packages/b5/09/c5b6734a50ad4882432b6bb7c02baf757f5b2f256041da5df242e2d7e6b6/scipy-1.15.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c9deabd6d547aee2c9a81dee6cc96c6d7e9a9b1953f74850c179f91fdc729cb7", size = 37269716, upload-time = "2025-05-08T16:07:25.712Z" }, + { url = "https://files.pythonhosted.org/packages/77/0a/eac00ff741f23bcabd352731ed9b8995a0a60ef57f5fd788d611d43d69a1/scipy-1.15.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:dde4fc32993071ac0c7dd2d82569e544f0bdaff66269cb475e0f369adad13f11", size = 36872342, upload-time = "2025-05-08T16:07:31.468Z" }, + { url = "https://files.pythonhosted.org/packages/fe/54/4379be86dd74b6ad81551689107360d9a3e18f24d20767a2d5b9253a3f0a/scipy-1.15.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f77f853d584e72e874d87357ad70f44b437331507d1c311457bed8ed2b956126", size = 39670869, upload-time = "2025-05-08T16:07:38.002Z" }, + { url = "https://files.pythonhosted.org/packages/87/2e/892ad2862ba54f084ffe8cc4a22667eaf9c2bcec6d2bff1d15713c6c0703/scipy-1.15.3-cp313-cp313-win_amd64.whl", hash = "sha256:b90ab29d0c37ec9bf55424c064312930ca5f4bde15ee8619ee44e69319aab163", size = 40988851, upload-time = "2025-05-08T16:08:33.671Z" }, + { url = "https://files.pythonhosted.org/packages/1b/e9/7a879c137f7e55b30d75d90ce3eb468197646bc7b443ac036ae3fe109055/scipy-1.15.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:3ac07623267feb3ae308487c260ac684b32ea35fd81e12845039952f558047b8", size = 38863011, upload-time = "2025-05-08T16:07:44.039Z" }, + { url = "https://files.pythonhosted.org/packages/51/d1/226a806bbd69f62ce5ef5f3ffadc35286e9fbc802f606a07eb83bf2359de/scipy-1.15.3-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:6487aa99c2a3d509a5227d9a5e889ff05830a06b2ce08ec30df6d79db5fcd5c5", size = 30266407, upload-time = "2025-05-08T16:07:49.891Z" }, + { url = "https://files.pythonhosted.org/packages/e5/9b/f32d1d6093ab9eeabbd839b0f7619c62e46cc4b7b6dbf05b6e615bbd4400/scipy-1.15.3-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:50f9e62461c95d933d5c5ef4a1f2ebf9a2b4e83b0db374cb3f1de104d935922e", size = 22540030, upload-time = "2025-05-08T16:07:54.121Z" }, + { url = "https://files.pythonhosted.org/packages/e7/29/c278f699b095c1a884f29fda126340fcc201461ee8bfea5c8bdb1c7c958b/scipy-1.15.3-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:14ed70039d182f411ffc74789a16df3835e05dc469b898233a245cdfd7f162cb", size = 25218709, upload-time = "2025-05-08T16:07:58.506Z" }, + { url = "https://files.pythonhosted.org/packages/24/18/9e5374b617aba742a990581373cd6b68a2945d65cc588482749ef2e64467/scipy-1.15.3-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0a769105537aa07a69468a0eefcd121be52006db61cdd8cac8a0e68980bbb723", size = 34809045, upload-time = "2025-05-08T16:08:03.929Z" }, + { url = "https://files.pythonhosted.org/packages/e1/fe/9c4361e7ba2927074360856db6135ef4904d505e9b3afbbcb073c4008328/scipy-1.15.3-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9db984639887e3dffb3928d118145ffe40eff2fa40cb241a306ec57c219ebbbb", size = 36703062, upload-time = "2025-05-08T16:08:09.558Z" }, + { url = "https://files.pythonhosted.org/packages/b7/8e/038ccfe29d272b30086b25a4960f757f97122cb2ec42e62b460d02fe98e9/scipy-1.15.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:40e54d5c7e7ebf1aa596c374c49fa3135f04648a0caabcb66c52884b943f02b4", size = 36393132, upload-time = "2025-05-08T16:08:15.34Z" }, + { url = "https://files.pythonhosted.org/packages/10/7e/5c12285452970be5bdbe8352c619250b97ebf7917d7a9a9e96b8a8140f17/scipy-1.15.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5e721fed53187e71d0ccf382b6bf977644c533e506c4d33c3fb24de89f5c3ed5", size = 38979503, upload-time = "2025-05-08T16:08:21.513Z" }, + { url = "https://files.pythonhosted.org/packages/81/06/0a5e5349474e1cbc5757975b21bd4fad0e72ebf138c5592f191646154e06/scipy-1.15.3-cp313-cp313t-win_amd64.whl", hash = "sha256:76ad1fb5f8752eabf0fa02e4cc0336b4e8f021e2d5f061ed37d6d264db35e3ca", size = 40308097, upload-time = "2025-05-08T16:08:27.627Z" }, +] + +[[package]] +name = "scipy" +version = "1.17.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", +] +dependencies = [ + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/7a/97/5a3609c4f8d58b039179648e62dd220f89864f56f7357f5d4f45c29eb2cc/scipy-1.17.1.tar.gz", hash = "sha256:95d8e012d8cb8816c226aef832200b1d45109ed4464303e997c5b13122b297c0", size = 30573822, upload-time = "2026-02-23T00:26:24.851Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/df/75/b4ce781849931fef6fd529afa6b63711d5a733065722d0c3e2724af9e40a/scipy-1.17.1-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:1f95b894f13729334fb990162e911c9e5dc1ab390c58aa6cbecb389c5b5e28ec", size = 31613675, upload-time = "2026-02-23T00:16:00.13Z" }, + { url = "https://files.pythonhosted.org/packages/f7/58/bccc2861b305abdd1b8663d6130c0b3d7cc22e8d86663edbc8401bfd40d4/scipy-1.17.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:e18f12c6b0bc5a592ed23d3f7b891f68fd7f8241d69b7883769eb5d5dfb52696", size = 28162057, upload-time = "2026-02-23T00:16:09.456Z" }, + { url = "https://files.pythonhosted.org/packages/6d/ee/18146b7757ed4976276b9c9819108adbc73c5aad636e5353e20746b73069/scipy-1.17.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:a3472cfbca0a54177d0faa68f697d8ba4c80bbdc19908c3465556d9f7efce9ee", size = 20334032, upload-time = "2026-02-23T00:16:17.358Z" }, + { url = "https://files.pythonhosted.org/packages/ec/e6/cef1cf3557f0c54954198554a10016b6a03b2ec9e22a4e1df734936bd99c/scipy-1.17.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:766e0dc5a616d026a3a1cffa379af959671729083882f50307e18175797b3dfd", size = 22709533, upload-time = "2026-02-23T00:16:25.791Z" }, + { url = "https://files.pythonhosted.org/packages/4d/60/8804678875fc59362b0fb759ab3ecce1f09c10a735680318ac30da8cd76b/scipy-1.17.1-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:744b2bf3640d907b79f3fd7874efe432d1cf171ee721243e350f55234b4cec4c", size = 33062057, upload-time = "2026-02-23T00:16:36.931Z" }, + { url = "https://files.pythonhosted.org/packages/09/7d/af933f0f6e0767995b4e2d705a0665e454d1c19402aa7e895de3951ebb04/scipy-1.17.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:43af8d1f3bea642559019edfe64e9b11192a8978efbd1539d7bc2aaa23d92de4", size = 35349300, upload-time = "2026-02-23T00:16:49.108Z" }, + { url = "https://files.pythonhosted.org/packages/b4/3d/7ccbbdcbb54c8fdc20d3b6930137c782a163fa626f0aef920349873421ba/scipy-1.17.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:cd96a1898c0a47be4520327e01f874acfd61fb48a9420f8aa9f6483412ffa444", size = 35127333, upload-time = "2026-02-23T00:17:01.293Z" }, + { url = "https://files.pythonhosted.org/packages/e8/19/f926cb11c42b15ba08e3a71e376d816ac08614f769b4f47e06c3580c836a/scipy-1.17.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4eb6c25dd62ee8d5edf68a8e1c171dd71c292fdae95d8aeb3dd7d7de4c364082", size = 37741314, upload-time = "2026-02-23T00:17:12.576Z" }, + { url = "https://files.pythonhosted.org/packages/95/da/0d1df507cf574b3f224ccc3d45244c9a1d732c81dcb26b1e8a766ae271a8/scipy-1.17.1-cp311-cp311-win_amd64.whl", hash = "sha256:d30e57c72013c2a4fe441c2fcb8e77b14e152ad48b5464858e07e2ad9fbfceff", size = 36607512, upload-time = "2026-02-23T00:17:23.424Z" }, + { url = "https://files.pythonhosted.org/packages/68/7f/bdd79ceaad24b671543ffe0ef61ed8e659440eb683b66f033454dcee90eb/scipy-1.17.1-cp311-cp311-win_arm64.whl", hash = "sha256:9ecb4efb1cd6e8c4afea0daa91a87fbddbce1b99d2895d151596716c0b2e859d", size = 24599248, upload-time = "2026-02-23T00:17:34.561Z" }, + { url = "https://files.pythonhosted.org/packages/35/48/b992b488d6f299dbe3f11a20b24d3dda3d46f1a635ede1c46b5b17a7b163/scipy-1.17.1-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:35c3a56d2ef83efc372eaec584314bd0ef2e2f0d2adb21c55e6ad5b344c0dcb8", size = 31610954, upload-time = "2026-02-23T00:17:49.855Z" }, + { url = "https://files.pythonhosted.org/packages/b2/02/cf107b01494c19dc100f1d0b7ac3cc08666e96ba2d64db7626066cee895e/scipy-1.17.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:fcb310ddb270a06114bb64bbe53c94926b943f5b7f0842194d585c65eb4edd76", size = 28172662, upload-time = "2026-02-23T00:18:01.64Z" }, + { url = "https://files.pythonhosted.org/packages/cf/a9/599c28631bad314d219cf9ffd40e985b24d603fc8a2f4ccc5ae8419a535b/scipy-1.17.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:cc90d2e9c7e5c7f1a482c9875007c095c3194b1cfedca3c2f3291cdc2bc7c086", size = 20344366, upload-time = "2026-02-23T00:18:12.015Z" }, + { url = "https://files.pythonhosted.org/packages/35/f5/906eda513271c8deb5af284e5ef0206d17a96239af79f9fa0aebfe0e36b4/scipy-1.17.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:c80be5ede8f3f8eded4eff73cc99a25c388ce98e555b17d31da05287015ffa5b", size = 22704017, upload-time = "2026-02-23T00:18:21.502Z" }, + { url = "https://files.pythonhosted.org/packages/da/34/16f10e3042d2f1d6b66e0428308ab52224b6a23049cb2f5c1756f713815f/scipy-1.17.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e19ebea31758fac5893a2ac360fedd00116cbb7628e650842a6691ba7ca28a21", size = 32927842, upload-time = "2026-02-23T00:18:35.367Z" }, + { url = "https://files.pythonhosted.org/packages/01/8e/1e35281b8ab6d5d72ebe9911edcdffa3f36b04ed9d51dec6dd140396e220/scipy-1.17.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:02ae3b274fde71c5e92ac4d54bc06c42d80e399fec704383dcd99b301df37458", size = 35235890, upload-time = "2026-02-23T00:18:49.188Z" }, + { url = "https://files.pythonhosted.org/packages/c5/5c/9d7f4c88bea6e0d5a4f1bc0506a53a00e9fcb198de372bfe4d3652cef482/scipy-1.17.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8a604bae87c6195d8b1045eddece0514d041604b14f2727bbc2b3020172045eb", size = 35003557, upload-time = "2026-02-23T00:18:54.74Z" }, + { url = "https://files.pythonhosted.org/packages/65/94/7698add8f276dbab7a9de9fb6b0e02fc13ee61d51c7c3f85ac28b65e1239/scipy-1.17.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:f590cd684941912d10becc07325a3eeb77886fe981415660d9265c4c418d0bea", size = 37625856, upload-time = "2026-02-23T00:19:00.307Z" }, + { url = "https://files.pythonhosted.org/packages/a2/84/dc08d77fbf3d87d3ee27f6a0c6dcce1de5829a64f2eae85a0ecc1f0daa73/scipy-1.17.1-cp312-cp312-win_amd64.whl", hash = "sha256:41b71f4a3a4cab9d366cd9065b288efc4d4f3c0b37a91a8e0947fb5bd7f31d87", size = 36549682, upload-time = "2026-02-23T00:19:07.67Z" }, + { url = "https://files.pythonhosted.org/packages/bc/98/fe9ae9ffb3b54b62559f52dedaebe204b408db8109a8c66fdd04869e6424/scipy-1.17.1-cp312-cp312-win_arm64.whl", hash = "sha256:f4115102802df98b2b0db3cce5cb9b92572633a1197c77b7553e5203f284a5b3", size = 24547340, upload-time = "2026-02-23T00:19:12.024Z" }, + { url = "https://files.pythonhosted.org/packages/76/27/07ee1b57b65e92645f219b37148a7e7928b82e2b5dbeccecb4dff7c64f0b/scipy-1.17.1-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:5e3c5c011904115f88a39308379c17f91546f77c1667cea98739fe0fccea804c", size = 31590199, upload-time = "2026-02-23T00:19:17.192Z" }, + { url = "https://files.pythonhosted.org/packages/ec/ae/db19f8ab842e9b724bf5dbb7db29302a91f1e55bc4d04b1025d6d605a2c5/scipy-1.17.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:6fac755ca3d2c3edcb22f479fceaa241704111414831ddd3bc6056e18516892f", size = 28154001, upload-time = "2026-02-23T00:19:22.241Z" }, + { url = "https://files.pythonhosted.org/packages/5b/58/3ce96251560107b381cbd6e8413c483bbb1228a6b919fa8652b0d4090e7f/scipy-1.17.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:7ff200bf9d24f2e4d5dc6ee8c3ac64d739d3a89e2326ba68aaf6c4a2b838fd7d", size = 20325719, upload-time = "2026-02-23T00:19:26.329Z" }, + { url = "https://files.pythonhosted.org/packages/b2/83/15087d945e0e4d48ce2377498abf5ad171ae013232ae31d06f336e64c999/scipy-1.17.1-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:4b400bdc6f79fa02a4d86640310dde87a21fba0c979efff5248908c6f15fad1b", size = 22683595, upload-time = "2026-02-23T00:19:30.304Z" }, + { url = "https://files.pythonhosted.org/packages/b4/e0/e58fbde4a1a594c8be8114eb4aac1a55bcd6587047efc18a61eb1f5c0d30/scipy-1.17.1-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2b64ca7d4aee0102a97f3ba22124052b4bd2152522355073580bf4845e2550b6", size = 32896429, upload-time = "2026-02-23T00:19:35.536Z" }, + { url = "https://files.pythonhosted.org/packages/f5/5f/f17563f28ff03c7b6799c50d01d5d856a1d55f2676f537ca8d28c7f627cd/scipy-1.17.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:581b2264fc0aa555f3f435a5944da7504ea3a065d7029ad60e7c3d1ae09c5464", size = 35203952, upload-time = "2026-02-23T00:19:42.259Z" }, + { url = "https://files.pythonhosted.org/packages/8d/a5/9afd17de24f657fdfe4df9a3f1ea049b39aef7c06000c13db1530d81ccca/scipy-1.17.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:beeda3d4ae615106d7094f7e7cef6218392e4465cc95d25f900bebabfded0950", size = 34979063, upload-time = "2026-02-23T00:19:47.547Z" }, + { url = "https://files.pythonhosted.org/packages/8b/13/88b1d2384b424bf7c924f2038c1c409f8d88bb2a8d49d097861dd64a57b2/scipy-1.17.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6609bc224e9568f65064cfa72edc0f24ee6655b47575954ec6339534b2798369", size = 37598449, upload-time = "2026-02-23T00:19:53.238Z" }, + { url = "https://files.pythonhosted.org/packages/35/e5/d6d0e51fc888f692a35134336866341c08655d92614f492c6860dc45bb2c/scipy-1.17.1-cp313-cp313-win_amd64.whl", hash = "sha256:37425bc9175607b0268f493d79a292c39f9d001a357bebb6b88fdfaff13f6448", size = 36510943, upload-time = "2026-02-23T00:20:50.89Z" }, + { url = "https://files.pythonhosted.org/packages/2a/fd/3be73c564e2a01e690e19cc618811540ba5354c67c8680dce3281123fb79/scipy-1.17.1-cp313-cp313-win_arm64.whl", hash = "sha256:5cf36e801231b6a2059bf354720274b7558746f3b1a4efb43fcf557ccd484a87", size = 24545621, upload-time = "2026-02-23T00:20:55.871Z" }, + { url = "https://files.pythonhosted.org/packages/6f/6b/17787db8b8114933a66f9dcc479a8272e4b4da75fe03b0c282f7b0ade8cd/scipy-1.17.1-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:d59c30000a16d8edc7e64152e30220bfbd724c9bbb08368c054e24c651314f0a", size = 31936708, upload-time = "2026-02-23T00:19:58.694Z" }, + { url = "https://files.pythonhosted.org/packages/38/2e/524405c2b6392765ab1e2b722a41d5da33dc5c7b7278184a8ad29b6cb206/scipy-1.17.1-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:010f4333c96c9bb1a4516269e33cb5917b08ef2166d5556ca2fd9f082a9e6ea0", size = 28570135, upload-time = "2026-02-23T00:20:03.934Z" }, + { url = "https://files.pythonhosted.org/packages/fd/c3/5bd7199f4ea8556c0c8e39f04ccb014ac37d1468e6cfa6a95c6b3562b76e/scipy-1.17.1-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:2ceb2d3e01c5f1d83c4189737a42d9cb2fc38a6eeed225e7515eef71ad301dce", size = 20741977, upload-time = "2026-02-23T00:20:07.935Z" }, + { url = "https://files.pythonhosted.org/packages/d9/b8/8ccd9b766ad14c78386599708eb745f6b44f08400a5fd0ade7cf89b6fc93/scipy-1.17.1-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:844e165636711ef41f80b4103ed234181646b98a53c8f05da12ca5ca289134f6", size = 23029601, upload-time = "2026-02-23T00:20:12.161Z" }, + { url = "https://files.pythonhosted.org/packages/6d/a0/3cb6f4d2fb3e17428ad2880333cac878909ad1a89f678527b5328b93c1d4/scipy-1.17.1-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:158dd96d2207e21c966063e1635b1063cd7787b627b6f07305315dd73d9c679e", size = 33019667, upload-time = "2026-02-23T00:20:17.208Z" }, + { url = "https://files.pythonhosted.org/packages/f3/c3/2d834a5ac7bf3a0c806ad1508efc02dda3c8c61472a56132d7894c312dea/scipy-1.17.1-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:74cbb80d93260fe2ffa334efa24cb8f2f0f622a9b9febf8b483c0b865bfb3475", size = 35264159, upload-time = "2026-02-23T00:20:23.087Z" }, + { url = "https://files.pythonhosted.org/packages/4d/77/d3ed4becfdbd217c52062fafe35a72388d1bd82c2d0ba5ca19d6fcc93e11/scipy-1.17.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:dbc12c9f3d185f5c737d801da555fb74b3dcfa1a50b66a1a93e09190f41fab50", size = 35102771, upload-time = "2026-02-23T00:20:28.636Z" }, + { url = "https://files.pythonhosted.org/packages/bd/12/d19da97efde68ca1ee5538bb261d5d2c062f0c055575128f11a2730e3ac1/scipy-1.17.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:94055a11dfebe37c656e70317e1996dc197e1a15bbcc351bcdd4610e128fe1ca", size = 37665910, upload-time = "2026-02-23T00:20:34.743Z" }, + { url = "https://files.pythonhosted.org/packages/06/1c/1172a88d507a4baaf72c5a09bb6c018fe2ae0ab622e5830b703a46cc9e44/scipy-1.17.1-cp313-cp313t-win_amd64.whl", hash = "sha256:e30bdeaa5deed6bc27b4cc490823cd0347d7dae09119b8803ae576ea0ce52e4c", size = 36562980, upload-time = "2026-02-23T00:20:40.575Z" }, + { url = "https://files.pythonhosted.org/packages/70/b0/eb757336e5a76dfa7911f63252e3b7d1de00935d7705cf772db5b45ec238/scipy-1.17.1-cp313-cp313t-win_arm64.whl", hash = "sha256:a720477885a9d2411f94a93d16f9d89bad0f28ca23c3f8daa521e2dcc3f44d49", size = 24856543, upload-time = "2026-02-23T00:20:45.313Z" }, + { url = "https://files.pythonhosted.org/packages/cf/83/333afb452af6f0fd70414dc04f898647ee1423979ce02efa75c3b0f2c28e/scipy-1.17.1-cp314-cp314-macosx_10_14_x86_64.whl", hash = "sha256:a48a72c77a310327f6a3a920092fa2b8fd03d7deaa60f093038f22d98e096717", size = 31584510, upload-time = "2026-02-23T00:21:01.015Z" }, + { url = "https://files.pythonhosted.org/packages/ed/a6/d05a85fd51daeb2e4ea71d102f15b34fedca8e931af02594193ae4fd25f7/scipy-1.17.1-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:45abad819184f07240d8a696117a7aacd39787af9e0b719d00285549ed19a1e9", size = 28170131, upload-time = "2026-02-23T00:21:05.888Z" }, + { url = "https://files.pythonhosted.org/packages/db/7b/8624a203326675d7746a254083a187398090a179335b2e4a20e2ddc46e83/scipy-1.17.1-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:3fd1fcdab3ea951b610dc4cef356d416d5802991e7e32b5254828d342f7b7e0b", size = 20342032, upload-time = "2026-02-23T00:21:09.904Z" }, + { url = "https://files.pythonhosted.org/packages/c9/35/2c342897c00775d688d8ff3987aced3426858fd89d5a0e26e020b660b301/scipy-1.17.1-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:7bdf2da170b67fdf10bca777614b1c7d96ae3ca5794fd9587dce41eb2966e866", size = 22678766, upload-time = "2026-02-23T00:21:14.313Z" }, + { url = "https://files.pythonhosted.org/packages/ef/f2/7cdb8eb308a1a6ae1e19f945913c82c23c0c442a462a46480ce487fdc0ac/scipy-1.17.1-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:adb2642e060a6549c343603a3851ba76ef0b74cc8c079a9a58121c7ec9fe2350", size = 32957007, upload-time = "2026-02-23T00:21:19.663Z" }, + { url = "https://files.pythonhosted.org/packages/0b/2e/7eea398450457ecb54e18e9d10110993fa65561c4f3add5e8eccd2b9cd41/scipy-1.17.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:eee2cfda04c00a857206a4330f0c5e3e56535494e30ca445eb19ec624ae75118", size = 35221333, upload-time = "2026-02-23T00:21:25.278Z" }, + { url = "https://files.pythonhosted.org/packages/d9/77/5b8509d03b77f093a0d52e606d3c4f79e8b06d1d38c441dacb1e26cacf46/scipy-1.17.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:d2650c1fb97e184d12d8ba010493ee7b322864f7d3d00d3f9bb97d9c21de4068", size = 35042066, upload-time = "2026-02-23T00:21:31.358Z" }, + { url = "https://files.pythonhosted.org/packages/f9/df/18f80fb99df40b4070328d5ae5c596f2f00fffb50167e31439e932f29e7d/scipy-1.17.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:08b900519463543aa604a06bec02461558a6e1cef8fdbb8098f77a48a83c8118", size = 37612763, upload-time = "2026-02-23T00:21:37.247Z" }, + { url = "https://files.pythonhosted.org/packages/4b/39/f0e8ea762a764a9dc52aa7dabcfad51a354819de1f0d4652b6a1122424d6/scipy-1.17.1-cp314-cp314-win_amd64.whl", hash = "sha256:3877ac408e14da24a6196de0ddcace62092bfc12a83823e92e49e40747e52c19", size = 37290984, upload-time = "2026-02-23T00:22:35.023Z" }, + { url = "https://files.pythonhosted.org/packages/7c/56/fe201e3b0f93d1a8bcf75d3379affd228a63d7e2d80ab45467a74b494947/scipy-1.17.1-cp314-cp314-win_arm64.whl", hash = "sha256:f8885db0bc2bffa59d5c1b72fad7a6a92d3e80e7257f967dd81abb553a90d293", size = 25192877, upload-time = "2026-02-23T00:22:39.798Z" }, + { url = "https://files.pythonhosted.org/packages/96/ad/f8c414e121f82e02d76f310f16db9899c4fcde36710329502a6b2a3c0392/scipy-1.17.1-cp314-cp314t-macosx_10_14_x86_64.whl", hash = "sha256:1cc682cea2ae55524432f3cdff9e9a3be743d52a7443d0cba9017c23c87ae2f6", size = 31949750, upload-time = "2026-02-23T00:21:42.289Z" }, + { url = "https://files.pythonhosted.org/packages/7c/b0/c741e8865d61b67c81e255f4f0a832846c064e426636cd7de84e74d209be/scipy-1.17.1-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:2040ad4d1795a0ae89bfc7e8429677f365d45aa9fd5e4587cf1ea737f927b4a1", size = 28585858, upload-time = "2026-02-23T00:21:47.706Z" }, + { url = "https://files.pythonhosted.org/packages/ed/1b/3985219c6177866628fa7c2595bfd23f193ceebbe472c98a08824b9466ff/scipy-1.17.1-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:131f5aaea57602008f9822e2115029b55d4b5f7c070287699fe45c661d051e39", size = 20757723, upload-time = "2026-02-23T00:21:52.039Z" }, + { url = "https://files.pythonhosted.org/packages/c0/19/2a04aa25050d656d6f7b9e7b685cc83d6957fb101665bfd9369ca6534563/scipy-1.17.1-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:9cdc1a2fcfd5c52cfb3045feb399f7b3ce822abdde3a193a6b9a60b3cb5854ca", size = 23043098, upload-time = "2026-02-23T00:21:56.185Z" }, + { url = "https://files.pythonhosted.org/packages/86/f1/3383beb9b5d0dbddd030335bf8a8b32d4317185efe495374f134d8be6cce/scipy-1.17.1-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6e3dcd57ab780c741fde8dc68619de988b966db759a3c3152e8e9142c26295ad", size = 33030397, upload-time = "2026-02-23T00:22:01.404Z" }, + { url = "https://files.pythonhosted.org/packages/41/68/8f21e8a65a5a03f25a79165ec9d2b28c00e66dc80546cf5eb803aeeff35b/scipy-1.17.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a9956e4d4f4a301ebf6cde39850333a6b6110799d470dbbb1e25326ac447f52a", size = 35281163, upload-time = "2026-02-23T00:22:07.024Z" }, + { url = "https://files.pythonhosted.org/packages/84/8d/c8a5e19479554007a5632ed7529e665c315ae7492b4f946b0deb39870e39/scipy-1.17.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:a4328d245944d09fd639771de275701ccadf5f781ba0ff092ad141e017eccda4", size = 35116291, upload-time = "2026-02-23T00:22:12.585Z" }, + { url = "https://files.pythonhosted.org/packages/52/52/e57eceff0e342a1f50e274264ed47497b59e6a4e3118808ee58ddda7b74a/scipy-1.17.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:a77cbd07b940d326d39a1d1b37817e2ee4d79cb30e7338f3d0cddffae70fcaa2", size = 37682317, upload-time = "2026-02-23T00:22:18.513Z" }, + { url = "https://files.pythonhosted.org/packages/11/2f/b29eafe4a3fbc3d6de9662b36e028d5f039e72d345e05c250e121a230dd4/scipy-1.17.1-cp314-cp314t-win_amd64.whl", hash = "sha256:eb092099205ef62cd1782b006658db09e2fed75bffcae7cc0d44052d8aa0f484", size = 37345327, upload-time = "2026-02-23T00:22:24.442Z" }, + { url = "https://files.pythonhosted.org/packages/07/39/338d9219c4e87f3e708f18857ecd24d22a0c3094752393319553096b98af/scipy-1.17.1-cp314-cp314t-win_arm64.whl", hash = "sha256:200e1050faffacc162be6a486a984a0497866ec54149a01270adc8a59b7c7d21", size = 25489165, upload-time = "2026-02-23T00:22:29.563Z" }, +] + +[[package]] +name = "scipy" +version = "1.18.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.15' and sys_platform == 'win32'", + "python_full_version == '3.14.*' and sys_platform == 'win32'", + "python_full_version >= '3.15' and sys_platform == 'emscripten'", + "python_full_version == '3.14.*' and sys_platform == 'emscripten'", + "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", +] +dependencies = [ + { name = "numpy", version = "2.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a7/25/c2700dfaf6442b4effaa91af24ebce5dc9d31bb4a69706313aae70d72cd0/scipy-1.18.0.tar.gz", hash = "sha256:67b2ad2ad54c72ca6d04975a9b2df8c3638c34ddd5b28738e94fc2b57929d378", size = 30774447, upload-time = "2026-06-19T15:01:43.456Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6a/19/ca10ead60b0acc80b2b833c2c4a4f2ff753d0f58b811f70d911c7e94a25c/scipy-1.18.0-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:7bd21faaf5a1a3b2eff922d02db5f191b99a6518db9078a8fb23169f6d22259a", size = 31056519, upload-time = "2026-06-19T14:59:45.203Z" }, + { url = "https://files.pythonhosted.org/packages/96/72/1e6442a00cd2924d361aa1b642ab6373ec35c6fabf311a760be9f76e0f13/scipy-1.18.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:265915e79107de9f946b855e50d7470d5893ec3f54b342e1aa6201cbdcd8bb6b", size = 28681889, upload-time = "2026-06-19T14:59:48.103Z" }, + { url = "https://files.pythonhosted.org/packages/9b/2d/11dd93d21e147a73ba22bd75c0b9208d3a2e0ec76d53170ce7d9029b1015/scipy-1.18.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:9ab7b758be6940954a713ee466e2043e9f6e2ed965c1fce5c91039f4be3d90a9", size = 20423580, upload-time = "2026-06-19T14:59:50.665Z" }, + { url = "https://files.pythonhosted.org/packages/9c/01/93552f75e0d2a7dd115a45e59209c51e8d514daff02fc887d2623be06fe1/scipy-1.18.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:97b6cddaaee0a779ef6b5ca83c9604b27cc16b2b8fc22c142652df8793319fb8", size = 23054441, upload-time = "2026-06-19T14:59:53.564Z" }, + { url = "https://files.pythonhosted.org/packages/3c/23/21f5e703643d66f21faa6b4c73195bfcad70c55efcb4f1ab327cd7c4101a/scipy-1.18.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:52a96e21517c7292375c0e27dd796a811f03fcea5fd4d108fdfea8145dcf17ab", size = 33968720, upload-time = "2026-06-19T14:59:56.415Z" }, + { url = "https://files.pythonhosted.org/packages/dd/aa/1b939f6c67ed68635bb538e6752d3dacc02f66535182e939a89581a44e9c/scipy-1.18.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1f55797419e16e7f30cf88ffb3113ce0467f00cfe3f70d5c281730b21769bfc2", size = 35287115, upload-time = "2026-06-19T14:59:59.411Z" }, + { url = "https://files.pythonhosted.org/packages/b6/ff/eec46be7e9234208f801062b53e1983085eddebd693f6c9bfb03b459830d/scipy-1.18.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ad033410e2e0672ffdc1042110cef20e1c46f8fd0616cee1d44d8d58fad8fc11", size = 35577989, upload-time = "2026-06-19T15:00:02.235Z" }, + { url = "https://files.pythonhosted.org/packages/84/ca/210d4759c7210bb7d269437421959b39a33434e2776b60c5cb8a763bb30a/scipy-1.18.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:4a55985d54c769c872e64b7f4c8a81cc30ef700cc04296abbbf3705439c126de", size = 37421717, upload-time = "2026-06-19T15:00:05.102Z" }, + { url = "https://files.pythonhosted.org/packages/2b/54/9a9edb45345bd6744da5ddfb6628e5d5185920494c6a67ec45b6381004cb/scipy-1.18.0-cp312-cp312-win_amd64.whl", hash = "sha256:71ccc8faa2dd16ac310233203474a8b5cb67f10dedd54a3116d34943f4b19132", size = 36597428, upload-time = "2026-06-19T15:00:08.112Z" }, + { url = "https://files.pythonhosted.org/packages/99/0e/33f32a2a58987e26aec0f7df252cbbad1e90ae77bdbc76f40dd4ed0cf0ea/scipy-1.18.0-cp312-cp312-win_arm64.whl", hash = "sha256:d88363fd9d8fbd3511bd273f1a49efb2a540773ddf92a91d57498ce7dd7f3e76", size = 24351481, upload-time = "2026-06-19T15:00:11.103Z" }, + { url = "https://files.pythonhosted.org/packages/05/52/9c0136c2de7ae0779b7b366447766cec6d9f0702c56bb8ffeb04c8fd3af4/scipy-1.18.0-cp313-cp313-macosx_10_15_x86_64.whl", hash = "sha256:09143f676d157d9f546d663504ef9c1becb819824f1afc018814176411942446", size = 31036107, upload-time = "2026-06-19T15:00:14.03Z" }, + { url = "https://files.pythonhosted.org/packages/02/73/0291a64843270f4efb86cdcf2ee0f2048631b65ec6b405398b2b4dbf11bf/scipy-1.18.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:5efe260f69417b97ddae455bfb5a95e8359f7f66ad7fa9522a60feb66f169520", size = 28663303, upload-time = "2026-06-19T15:00:16.819Z" }, + { url = "https://files.pythonhosted.org/packages/d3/0f/10ffa0b697a572f4e0d48b92a88895d366422f019f723e7e14a84c050dac/scipy-1.18.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:68363b7eaacd8b5dd426df56d782cc156468ac79a127a1b87ca597d6e2e82197", size = 20404960, upload-time = "2026-06-19T15:00:19.635Z" }, + { url = "https://files.pythonhosted.org/packages/7e/d2/e896cea21ba8edd6c81d4c55b1ffcc717e79698dcbebf9641b4cfb4c6622/scipy-1.18.0-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:c5557d8be5da8e41353fcd4d21491fdbab83b062fc579e94dc09a7c8ab4f669b", size = 23034074, upload-time = "2026-06-19T15:00:22.107Z" }, + { url = "https://files.pythonhosted.org/packages/ea/b2/e83ea34279a52c03374477c74006256ec78df65fc877baa4617d6de1d202/scipy-1.18.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0d13bca67c096d89fb95ced0d8921807300fce0275643aef9533cc63a0773468", size = 33942038, upload-time = "2026-06-19T15:00:24.964Z" }, + { url = "https://files.pythonhosted.org/packages/f6/af/e8fe5fb136f51e2b01678b92cb4106d10d8cd68ec147ead2e7cb0ac75398/scipy-1.18.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a46f9273dbd0eb1cefba61c9b8648b4dfe3cbc14a080176f9a73e44b8336dc7f", size = 35266390, upload-time = "2026-06-19T15:00:28.059Z" }, + { url = "https://files.pythonhosted.org/packages/3a/49/2c5cbb907b56695fc67517811d1db234dfd83381a84814ec220aded2794d/scipy-1.18.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:5aba46108853ddfc77906b6557aac839d2b52e900c1d72a1180adaaab58d265f", size = 35551324, upload-time = "2026-06-19T15:00:31.014Z" }, + { url = "https://files.pythonhosted.org/packages/bb/73/eda39f7a2d306ff0ffc574afd13c0bbb6d10a603d9a413998ee269487a80/scipy-1.18.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b6f758e35f12757b5d95c00bc6de2438e229c2664b7a92e96f205959d9f2dfa4", size = 37404785, upload-time = "2026-06-19T15:00:34.072Z" }, + { url = "https://files.pythonhosted.org/packages/b7/d2/ae881ee28d014f38e0ccbfd974a06a919ba9af34f1f74bf42b5301891d63/scipy-1.18.0-cp313-cp313-win_amd64.whl", hash = "sha256:1afac4a847207c7ff8efd321734a50b06d0280b3b2a2c0fc2f413101747ad7c7", size = 36554943, upload-time = "2026-06-19T15:00:36.903Z" }, + { url = "https://files.pythonhosted.org/packages/70/3a/21154e2d54eb3639c6bf4dbae2e531c68356bfe95990daa30df33b30d556/scipy-1.18.0-cp313-cp313-win_arm64.whl", hash = "sha256:c5dbddf60e58c2312316d097271a8e73d40eaf2eabfa4d95ed7d3695bbf2ce7b", size = 24350911, upload-time = "2026-06-19T15:00:40.062Z" }, + { url = "https://files.pythonhosted.org/packages/78/b5/915a19b3de2f7430062b509653563db1633ddbb6f021b06731521115d4e2/scipy-1.18.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:4c256ee70c0d1a8a2ace807e199ccd4e3f57037433842abb3fb36bc17eaa9578", size = 31036253, upload-time = "2026-06-19T15:00:43.216Z" }, + { url = "https://files.pythonhosted.org/packages/d7/88/b72def7262e150d16be13fca37a96481138d624e700340bc3362a7588929/scipy-1.18.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:2ef3abc54a4ffc53765374b0d5728532dfdd2585ed23f6b11c206a1f0b1b9af8", size = 28673758, upload-time = "2026-06-19T15:00:46.663Z" }, + { url = "https://files.pythonhosted.org/packages/91/02/2e636a61a525632c373cf6a9c24442a3ffb79e364d38e98b32042964ac32/scipy-1.18.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:f2a6af57bd9e4a75d70e4117e78a1bbee84f79ae3fbb6d0111005d6ebcc4cb8d", size = 20415514, upload-time = "2026-06-19T15:00:49.399Z" }, + { url = "https://files.pythonhosted.org/packages/c9/b6/2135974442f6aba159d9d39d774a1c8cb19947016725d69fecc685df45bf/scipy-1.18.0-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:3f1ac564d3bf6c03d861d2cd87a1bea0da2887136f7fb1bf519c05a8971452d6", size = 23034398, upload-time = "2026-06-19T15:00:51.941Z" }, + { url = "https://files.pythonhosted.org/packages/f6/e6/ba89ec5abf6ee9257c0d1ec985573f3ae32742c24bc03e016388a40b1b15/scipy-1.18.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:40395a5fcd1abee49a5c7aaa98c29db393eedc835138560a588c47ec16156690", size = 33998032, upload-time = "2026-06-19T15:00:54.838Z" }, + { url = "https://files.pythonhosted.org/packages/7f/c4/bc41eb19b0fd0db868f4132920879019318d80cc522ad8f2bca4611af808/scipy-1.18.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8ca01e8ae69f1b18e9a58d91afead31be3cef0dd905a10249dac559ee15460a0", size = 35283333, upload-time = "2026-06-19T15:00:58.152Z" }, + { url = "https://files.pythonhosted.org/packages/53/a4/cbdeef6eb3830a8462a9d4ada814de5fc984345cc9ecf17cbec51a036f1e/scipy-1.18.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7a7f3b01647384dbc3a711e8c6778e0aabbe93959249fef5c7393396bcac0867", size = 35610216, upload-time = "2026-06-19T15:01:01.155Z" }, + { url = "https://files.pythonhosted.org/packages/80/4d/b2b82502b65f661d1b789c1665dcdf315d5f12194e06fc0b37946294ebae/scipy-1.18.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6aa94e78ec192a30063a5e72e561c28af769dc311190b24fe91774eff1969709", size = 37418960, upload-time = "2026-06-19T15:01:04.155Z" }, + { url = "https://files.pythonhosted.org/packages/93/3e/902d836831474b0ab5a37d16404f7bc5fafd9efba632890e271ba952635f/scipy-1.18.0-cp314-cp314-win_amd64.whl", hash = "sha256:2d8bbdc6c817f5b4006a54d799d4f5bab6f910193cbb9a1ff310833d4d270f61", size = 37288845, upload-time = "2026-06-19T15:01:07.822Z" }, + { url = "https://files.pythonhosted.org/packages/b6/43/8d73b337a3bdb14daa0314f0434210747c02d79d729ce1777574a817dcf6/scipy-1.18.0-cp314-cp314-win_arm64.whl", hash = "sha256:18e9575f1569b2c54174e6159d32942e03731177f63dce7975f0a0c88d102f5b", size = 24988971, upload-time = "2026-06-19T15:01:11.076Z" }, + { url = "https://files.pythonhosted.org/packages/b4/b4/f11918b0508a2787031a0499a03fbe3546f3bb5ca05d01038c45b278c09a/scipy-1.18.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:f351e0dd702687d12a402b867a1b4146a256923e1c38317cbc472f6372b94707", size = 31399325, upload-time = "2026-06-19T15:01:13.723Z" }, + { url = "https://files.pythonhosted.org/packages/7b/d1/1f287b57c0ff0ee5185dff3946d92c8017d39b0e431f0ae79a3ff1859512/scipy-1.18.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:7c7a51b33ce387193c97f228320cf8e87361daa1bba750638677729598b3e677", size = 29092110, upload-time = "2026-06-19T15:01:16.908Z" }, + { url = "https://files.pythonhosted.org/packages/ff/1a/7b74eb6c392fdcb27d414c0e7558a6d0231eb3b6d73571f479bb81ea8794/scipy-1.18.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:84031d7b052a54fae2f8632e0ec802073d385476eb9a63079bce6e23ef9283d4", size = 20833811, upload-time = "2026-06-19T15:01:20.488Z" }, + { url = "https://files.pythonhosted.org/packages/7c/ad/f3941716320a7b9cb4d68734a903b45fe16eff5fb7da7e16f2e619304979/scipy-1.18.0-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:56abf29a7c067dde59be8b9a22d606a4ea1b2f2a4b756d9d903c62818f5dacce", size = 23396644, upload-time = "2026-06-19T15:01:23.364Z" }, + { url = "https://files.pythonhosted.org/packages/22/22/1446b62ffe07f9719b7d9b1b6a4e05a772833ae8f441fe4c22c34c9b250f/scipy-1.18.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1ad44305cfa24b1ba5803cbbebf033590ccbac1aa5d612d727b785325ab408b0", size = 34079318, upload-time = "2026-06-19T15:01:26.002Z" }, + { url = "https://files.pythonhosted.org/packages/56/3b/b87da667098bb470fa30c7011b0ba351ee976dd395c78798c66e941665a3/scipy-1.18.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:945c1761b93f38d7f99ae81ae80c63e621471608c7eeead563f6df025585cd58", size = 35324320, upload-time = "2026-06-19T15:01:28.881Z" }, + { url = "https://files.pythonhosted.org/packages/f8/a1/c7932f91909759b0267f75fdea34e91309f96b895757534b76a90b6b4344/scipy-1.18.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:1a4441f15d620578772a49e5ab48c0ee1f7a0220e387110283062729136b2553", size = 35699541, upload-time = "2026-06-19T15:01:31.968Z" }, + { url = "https://files.pythonhosted.org/packages/f7/86/5185061a1fcc41d18c5dc2463969b3a3964b31d9ac67b2fb05d4c7ff7670/scipy-1.18.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:9aac6192fac56bf2ca534389d24623f07b39ff83317d58287285e7fbd622ff76", size = 37472480, upload-time = "2026-06-19T15:01:35.136Z" }, + { url = "https://files.pythonhosted.org/packages/31/8e/f04c68e39919a010d34f2ee1367fd705b0a25a02f609d755f0bfbc0a15fc/scipy-1.18.0-cp314-cp314t-win_amd64.whl", hash = "sha256:e40baea28ae7f5475c779741e2d90b1247c78531207b49c7030e698ff81cee3f", size = 37365390, upload-time = "2026-06-19T15:01:38.091Z" }, + { url = "https://files.pythonhosted.org/packages/d5/19/969dc072906c84dd0a3b05dcf57ea750936087d7873549e408b35cfc3f97/scipy-1.18.0-cp314-cp314t-win_arm64.whl", hash = "sha256:368e0a705903c466aa5f08eefb39e6b1b6b2d659e7352a31fd9e2438365be0f8", size = 25279661, upload-time = "2026-06-19T15:01:40.817Z" }, +] + +[[package]] +name = "six" +version = "1.17.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/94/e7/b2c673351809dca68a0e064b6af791aa332cf192da575fd474ed7d6f16a2/six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81", size = 34031, upload-time = "2024-12-04T17:35:28.174Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050, upload-time = "2024-12-04T17:35:26.475Z" }, +] + +[[package]] +name = "sortedcontainers" +version = "2.4.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e8/c4/ba2f8066cceb6f23394729afe52f3bf7adec04bf9ed2c820b39e19299111/sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88", size = 30594, upload-time = "2021-05-16T22:03:42.897Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/32/46/9cb0e58b2deb7f82b84065f37f3bffeb12413f947f9388e4cac22c4621ce/sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0", size = 29575, upload-time = "2021-05-16T22:03:41.177Z" }, +] + +[[package]] +name = "tomli" +version = "2.4.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/22/de/48c59722572767841493b26183a0d1cc411d54fd759c5607c4590b6563a6/tomli-2.4.1.tar.gz", hash = "sha256:7c7e1a961a0b2f2472c1ac5b69affa0ae1132c39adcb67aba98568702b9cc23f", size = 17543, upload-time = "2026-03-25T20:22:03.828Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f4/11/db3d5885d8528263d8adc260bb2d28ebf1270b96e98f0e0268d32b8d9900/tomli-2.4.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f8f0fc26ec2cc2b965b7a3b87cd19c5c6b8c5e5f436b984e85f486d652285c30", size = 154704, upload-time = "2026-03-25T20:21:10.473Z" }, + { url = "https://files.pythonhosted.org/packages/6d/f7/675db52c7e46064a9aa928885a9b20f4124ecb9bc2e1ce74c9106648d202/tomli-2.4.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4ab97e64ccda8756376892c53a72bd1f964e519c77236368527f758fbc36a53a", size = 149454, upload-time = "2026-03-25T20:21:12.036Z" }, + { url = "https://files.pythonhosted.org/packages/61/71/81c50943cf953efa35bce7646caab3cf457a7d8c030b27cfb40d7235f9ee/tomli-2.4.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:96481a5786729fd470164b47cdb3e0e58062a496f455ee41b4403be77cb5a076", size = 237561, upload-time = "2026-03-25T20:21:13.098Z" }, + { url = "https://files.pythonhosted.org/packages/48/c1/f41d9cb618acccca7df82aaf682f9b49013c9397212cb9f53219e3abac37/tomli-2.4.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5a881ab208c0baf688221f8cecc5401bd291d67e38a1ac884d6736cbcd8247e9", size = 243824, upload-time = "2026-03-25T20:21:14.569Z" }, + { url = "https://files.pythonhosted.org/packages/22/e4/5a816ecdd1f8ca51fb756ef684b90f2780afc52fc67f987e3c61d800a46d/tomli-2.4.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:47149d5bd38761ac8be13a84864bf0b7b70bc051806bc3669ab1cbc56216b23c", size = 242227, upload-time = "2026-03-25T20:21:15.712Z" }, + { url = "https://files.pythonhosted.org/packages/6b/49/2b2a0ef529aa6eec245d25f0c703e020a73955ad7edf73e7f54ddc608aa5/tomli-2.4.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ec9bfaf3ad2df51ace80688143a6a4ebc09a248f6ff781a9945e51937008fcbc", size = 247859, upload-time = "2026-03-25T20:21:17.001Z" }, + { url = "https://files.pythonhosted.org/packages/83/bd/6c1a630eaca337e1e78c5903104f831bda934c426f9231429396ce3c3467/tomli-2.4.1-cp311-cp311-win32.whl", hash = "sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049", size = 97204, upload-time = "2026-03-25T20:21:18.079Z" }, + { url = "https://files.pythonhosted.org/packages/42/59/71461df1a885647e10b6bb7802d0b8e66480c61f3f43079e0dcd315b3954/tomli-2.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:5ee18d9ebdb417e384b58fe414e8d6af9f4e7a0ae761519fb50f721de398dd4e", size = 108084, upload-time = "2026-03-25T20:21:18.978Z" }, + { url = "https://files.pythonhosted.org/packages/b8/83/dceca96142499c069475b790e7913b1044c1a4337e700751f48ed723f883/tomli-2.4.1-cp311-cp311-win_arm64.whl", hash = "sha256:c2541745709bad0264b7d4705ad453b76ccd191e64aa6f0fc66b69a293a45ece", size = 95285, upload-time = "2026-03-25T20:21:20.309Z" }, + { url = "https://files.pythonhosted.org/packages/c1/ba/42f134a3fe2b370f555f44b1d72feebb94debcab01676bf918d0cb70e9aa/tomli-2.4.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c742f741d58a28940ce01d58f0ab2ea3ced8b12402f162f4d534dfe18ba1cd6a", size = 155924, upload-time = "2026-03-25T20:21:21.626Z" }, + { url = "https://files.pythonhosted.org/packages/dc/c7/62d7a17c26487ade21c5422b646110f2162f1fcc95980ef7f63e73c68f14/tomli-2.4.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7f86fd587c4ed9dd76f318225e7d9b29cfc5a9d43de44e5754db8d1128487085", size = 150018, upload-time = "2026-03-25T20:21:23.002Z" }, + { url = "https://files.pythonhosted.org/packages/5c/05/79d13d7c15f13bdef410bdd49a6485b1c37d28968314eabee452c22a7fda/tomli-2.4.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9", size = 244948, upload-time = "2026-03-25T20:21:24.04Z" }, + { url = "https://files.pythonhosted.org/packages/10/90/d62ce007a1c80d0b2c93e02cab211224756240884751b94ca72df8a875ca/tomli-2.4.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:136443dbd7e1dee43c68ac2694fde36b2849865fa258d39bf822c10e8068eac5", size = 253341, upload-time = "2026-03-25T20:21:25.177Z" }, + { url = "https://files.pythonhosted.org/packages/1a/7e/caf6496d60152ad4ed09282c1885cca4eea150bfd007da84aea07bcc0a3e/tomli-2.4.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:5e262d41726bc187e69af7825504c933b6794dc3fbd5945e41a79bb14c31f585", size = 248159, upload-time = "2026-03-25T20:21:26.364Z" }, + { url = "https://files.pythonhosted.org/packages/99/e7/c6f69c3120de34bbd882c6fba7975f3d7a746e9218e56ab46a1bc4b42552/tomli-2.4.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:5cb41aa38891e073ee49d55fbc7839cfdb2bc0e600add13874d048c94aadddd1", size = 253290, upload-time = "2026-03-25T20:21:27.46Z" }, + { url = "https://files.pythonhosted.org/packages/d6/2f/4a3c322f22c5c66c4b836ec58211641a4067364f5dcdd7b974b4c5da300c/tomli-2.4.1-cp312-cp312-win32.whl", hash = "sha256:da25dc3563bff5965356133435b757a795a17b17d01dbc0f42fb32447ddfd917", size = 98141, upload-time = "2026-03-25T20:21:28.492Z" }, + { url = "https://files.pythonhosted.org/packages/24/22/4daacd05391b92c55759d55eaee21e1dfaea86ce5c571f10083360adf534/tomli-2.4.1-cp312-cp312-win_amd64.whl", hash = "sha256:52c8ef851d9a240f11a88c003eacb03c31fc1c9c4ec64a99a0f922b93874fda9", size = 108847, upload-time = "2026-03-25T20:21:29.386Z" }, + { url = "https://files.pythonhosted.org/packages/68/fd/70e768887666ddd9e9f5d85129e84910f2db2796f9096aa02b721a53098d/tomli-2.4.1-cp312-cp312-win_arm64.whl", hash = "sha256:f758f1b9299d059cc3f6546ae2af89670cb1c4d48ea29c3cacc4fe7de3058257", size = 95088, upload-time = "2026-03-25T20:21:30.677Z" }, + { url = "https://files.pythonhosted.org/packages/07/06/b823a7e818c756d9a7123ba2cda7d07bc2dd32835648d1a7b7b7a05d848d/tomli-2.4.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:36d2bd2ad5fb9eaddba5226aa02c8ec3fa4f192631e347b3ed28186d43be6b54", size = 155866, upload-time = "2026-03-25T20:21:31.65Z" }, + { url = "https://files.pythonhosted.org/packages/14/6f/12645cf7f08e1a20c7eb8c297c6f11d31c1b50f316a7e7e1e1de6e2e7b7e/tomli-2.4.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:eb0dc4e38e6a1fd579e5d50369aa2e10acfc9cace504579b2faabb478e76941a", size = 149887, upload-time = "2026-03-25T20:21:33.028Z" }, + { url = "https://files.pythonhosted.org/packages/5c/e0/90637574e5e7212c09099c67ad349b04ec4d6020324539297b634a0192b0/tomli-2.4.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c7f2c7f2b9ca6bdeef8f0fa897f8e05085923eb091721675170254cbc5b02897", size = 243704, upload-time = "2026-03-25T20:21:34.51Z" }, + { url = "https://files.pythonhosted.org/packages/10/8f/d3ddb16c5a4befdf31a23307f72828686ab2096f068eaf56631e136c1fdd/tomli-2.4.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f3c6818a1a86dd6dca7ddcaaf76947d5ba31aecc28cb1b67009a5877c9a64f3f", size = 251628, upload-time = "2026-03-25T20:21:36.012Z" }, + { url = "https://files.pythonhosted.org/packages/e3/f1/dbeeb9116715abee2485bf0a12d07a8f31af94d71608c171c45f64c0469d/tomli-2.4.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:d312ef37c91508b0ab2cee7da26ec0b3ed2f03ce12bd87a588d771ae15dcf82d", size = 247180, upload-time = "2026-03-25T20:21:37.136Z" }, + { url = "https://files.pythonhosted.org/packages/d3/74/16336ffd19ed4da28a70959f92f506233bd7cfc2332b20bdb01591e8b1d1/tomli-2.4.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:51529d40e3ca50046d7606fa99ce3956a617f9b36380da3b7f0dd3dd28e68cb5", size = 251674, upload-time = "2026-03-25T20:21:38.298Z" }, + { url = "https://files.pythonhosted.org/packages/16/f9/229fa3434c590ddf6c0aa9af64d3af4b752540686cace29e6281e3458469/tomli-2.4.1-cp313-cp313-win32.whl", hash = "sha256:2190f2e9dd7508d2a90ded5ed369255980a1bcdd58e52f7fe24b8162bf9fedbd", size = 97976, upload-time = "2026-03-25T20:21:39.316Z" }, + { url = "https://files.pythonhosted.org/packages/6a/1e/71dfd96bcc1c775420cb8befe7a9d35f2e5b1309798f009dca17b7708c1e/tomli-2.4.1-cp313-cp313-win_amd64.whl", hash = "sha256:8d65a2fbf9d2f8352685bc1364177ee3923d6baf5e7f43ea4959d7d8bc326a36", size = 108755, upload-time = "2026-03-25T20:21:40.248Z" }, + { url = "https://files.pythonhosted.org/packages/83/7a/d34f422a021d62420b78f5c538e5b102f62bea616d1d75a13f0a88acb04a/tomli-2.4.1-cp313-cp313-win_arm64.whl", hash = "sha256:4b605484e43cdc43f0954ddae319fb75f04cc10dd80d830540060ee7cd0243cd", size = 95265, upload-time = "2026-03-25T20:21:41.219Z" }, + { url = "https://files.pythonhosted.org/packages/3c/fb/9a5c8d27dbab540869f7c1f8eb0abb3244189ce780ba9cd73f3770662072/tomli-2.4.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:fd0409a3653af6c147209d267a0e4243f0ae46b011aa978b1080359fddc9b6cf", size = 155726, upload-time = "2026-03-25T20:21:42.23Z" }, + { url = "https://files.pythonhosted.org/packages/62/05/d2f816630cc771ad836af54f5001f47a6f611d2d39535364f148b6a92d6b/tomli-2.4.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a120733b01c45e9a0c34aeef92bf0cf1d56cfe81ed9d47d562f9ed591a9828ac", size = 149859, upload-time = "2026-03-25T20:21:43.386Z" }, + { url = "https://files.pythonhosted.org/packages/ce/48/66341bdb858ad9bd0ceab5a86f90eddab127cf8b046418009f2125630ecb/tomli-2.4.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:559db847dc486944896521f68d8190be1c9e719fced785720d2216fe7022b662", size = 244713, upload-time = "2026-03-25T20:21:44.474Z" }, + { url = "https://files.pythonhosted.org/packages/df/6d/c5fad00d82b3c7a3ab6189bd4b10e60466f22cfe8a08a9394185c8a8111c/tomli-2.4.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:01f520d4f53ef97964a240a035ec2a869fe1a37dde002b57ebc4417a27ccd853", size = 252084, upload-time = "2026-03-25T20:21:45.62Z" }, + { url = "https://files.pythonhosted.org/packages/00/71/3a69e86f3eafe8c7a59d008d245888051005bd657760e96d5fbfb0b740c2/tomli-2.4.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7f94b27a62cfad8496c8d2513e1a222dd446f095fca8987fceef261225538a15", size = 247973, upload-time = "2026-03-25T20:21:46.937Z" }, + { url = "https://files.pythonhosted.org/packages/67/50/361e986652847fec4bd5e4a0208752fbe64689c603c7ae5ea7cb16b1c0ca/tomli-2.4.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:ede3e6487c5ef5d28634ba3f31f989030ad6af71edfb0055cbbd14189ff240ba", size = 256223, upload-time = "2026-03-25T20:21:48.467Z" }, + { url = "https://files.pythonhosted.org/packages/8c/9a/b4173689a9203472e5467217e0154b00e260621caa227b6fa01feab16998/tomli-2.4.1-cp314-cp314-win32.whl", hash = "sha256:3d48a93ee1c9b79c04bb38772ee1b64dcf18ff43085896ea460ca8dec96f35f6", size = 98973, upload-time = "2026-03-25T20:21:49.526Z" }, + { url = "https://files.pythonhosted.org/packages/14/58/640ac93bf230cd27d002462c9af0d837779f8773bc03dee06b5835208214/tomli-2.4.1-cp314-cp314-win_amd64.whl", hash = "sha256:88dceee75c2c63af144e456745e10101eb67361050196b0b6af5d717254dddf7", size = 109082, upload-time = "2026-03-25T20:21:50.506Z" }, + { url = "https://files.pythonhosted.org/packages/d5/2f/702d5e05b227401c1068f0d386d79a589bb12bf64c3d2c72ce0631e3bc49/tomli-2.4.1-cp314-cp314-win_arm64.whl", hash = "sha256:b8c198f8c1805dc42708689ed6864951fd2494f924149d3e4bce7710f8eb5232", size = 96490, upload-time = "2026-03-25T20:21:51.474Z" }, + { url = "https://files.pythonhosted.org/packages/45/4b/b877b05c8ba62927d9865dd980e34a755de541eb65fffba52b4cc495d4d2/tomli-2.4.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:d4d8fe59808a54658fcc0160ecfb1b30f9089906c50b23bcb4c69eddc19ec2b4", size = 164263, upload-time = "2026-03-25T20:21:52.543Z" }, + { url = "https://files.pythonhosted.org/packages/24/79/6ab420d37a270b89f7195dec5448f79400d9e9c1826df982f3f8e97b24fd/tomli-2.4.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:7008df2e7655c495dd12d2a4ad038ff878d4ca4b81fccaf82b714e07eae4402c", size = 160736, upload-time = "2026-03-25T20:21:53.674Z" }, + { url = "https://files.pythonhosted.org/packages/02/e0/3630057d8eb170310785723ed5adcdfb7d50cb7e6455f85ba8a3deed642b/tomli-2.4.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1d8591993e228b0c930c4bb0db464bdad97b3289fb981255d6c9a41aedc84b2d", size = 270717, upload-time = "2026-03-25T20:21:55.129Z" }, + { url = "https://files.pythonhosted.org/packages/7a/b4/1613716072e544d1a7891f548d8f9ec6ce2faf42ca65acae01d76ea06bb0/tomli-2.4.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:734e20b57ba95624ecf1841e72b53f6e186355e216e5412de414e3c51e5e3c41", size = 278461, upload-time = "2026-03-25T20:21:56.228Z" }, + { url = "https://files.pythonhosted.org/packages/05/38/30f541baf6a3f6df77b3df16b01ba319221389e2da59427e221ef417ac0c/tomli-2.4.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8a650c2dbafa08d42e51ba0b62740dae4ecb9338eefa093aa5c78ceb546fcd5c", size = 274855, upload-time = "2026-03-25T20:21:57.653Z" }, + { url = "https://files.pythonhosted.org/packages/77/a3/ec9dd4fd2c38e98de34223b995a3b34813e6bdadf86c75314c928350ed14/tomli-2.4.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:504aa796fe0569bb43171066009ead363de03675276d2d121ac1a4572397870f", size = 283144, upload-time = "2026-03-25T20:21:59.089Z" }, + { url = "https://files.pythonhosted.org/packages/ef/be/605a6261cac79fba2ec0c9827e986e00323a1945700969b8ee0b30d85453/tomli-2.4.1-cp314-cp314t-win32.whl", hash = "sha256:b1d22e6e9387bf4739fbe23bfa80e93f6b0373a7f1b96c6227c32bef95a4d7a8", size = 108683, upload-time = "2026-03-25T20:22:00.214Z" }, + { url = "https://files.pythonhosted.org/packages/12/64/da524626d3b9cc40c168a13da8335fe1c51be12c0a63685cc6db7308daae/tomli-2.4.1-cp314-cp314t-win_amd64.whl", hash = "sha256:2c1c351919aca02858f740c6d33adea0c5deea37f9ecca1cc1ef9e884a619d26", size = 121196, upload-time = "2026-03-25T20:22:01.169Z" }, + { url = "https://files.pythonhosted.org/packages/5a/cd/e80b62269fc78fc36c9af5a6b89c835baa8af28ff5ad28c7028d60860320/tomli-2.4.1-cp314-cp314t-win_arm64.whl", hash = "sha256:eab21f45c7f66c13f2a9e0e1535309cee140182a9cdae1e041d02e47291e8396", size = 100393, upload-time = "2026-03-25T20:22:02.137Z" }, + { url = "https://files.pythonhosted.org/packages/7b/61/cceae43728b7de99d9b847560c262873a1f6c98202171fd5ed62640b494b/tomli-2.4.1-py3-none-any.whl", hash = "sha256:0d85819802132122da43cb86656f8d1f8c6587d54ae7dcaf30e90533028b49fe", size = 14583, upload-time = "2026-03-25T20:22:03.012Z" }, +] + +[[package]] +name = "typing-extensions" +version = "4.16.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f6/cc/6253133b5bb138fc3306cebfbda2c520f545d36b5be2c7255cc528bb45d6/typing_extensions-4.16.0.tar.gz", hash = "sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5", size = 113555, upload-time = "2026-07-02T08:40:05.92Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/49/d3/b8441a820a491ddfc024b0b0cf0393375b75ea13866d9c66727e54c2fc80/typing_extensions-4.16.0-py3-none-any.whl", hash = "sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8", size = 45571, upload-time = "2026-07-02T08:40:04.659Z" }, +] + +[[package]] +name = "tzdata" +version = "2026.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/92/ff/5a28bdfd8c3ebec42564ac7d0e54ca3db65044a9314a97f9564fa7a1e926/tzdata-2026.3.tar.gz", hash = "sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415", size = 198674, upload-time = "2026-07-10T08:50:37.887Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e5/6d/b53b99a9f2766d095985947a5782f1702cabb129a34f7a802d7197af832f/tzdata-2026.3-py2.py3-none-any.whl", hash = "sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931", size = 348168, upload-time = "2026-07-10T08:50:36.46Z" }, +] + +[[package]] +name = "urllib3" +version = "2.7.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/53/0c/06f8b233b8fd13b9e5ee11424ef85419ba0d8ba0b3138bf360be2ff56953/urllib3-2.7.0.tar.gz", hash = "sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c", size = 433602, upload-time = "2026-05-07T16:13:18.596Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7f/3e/5db95bcf282c52709639744ca2a8b149baccf648e39c8cc87553df9eae0c/urllib3-2.7.0-py3-none-any.whl", hash = "sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897", size = 131087, upload-time = "2026-05-07T16:13:17.151Z" }, +] + +[[package]] +name = "virtualenv" +version = "21.7.4" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "distlib" }, + { name = "filelock" }, + { name = "platformdirs" }, + { name = "python-discovery" }, + { name = "typing-extensions", marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/2d/dc/a6eb1ddfa7f1e390fa599b078453c97edb3f6f846b34fb4eac3e8ea16401/virtualenv-21.7.4.tar.gz", hash = "sha256:c9d960c95fa458171e58222a5ccab7465298e4b6559977865e627c4719f1e825", size = 5345511, upload-time = "2026-08-10T22:54:33.316Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/40/4c/eb2f52aeeaf30dbd073d315a251a63ae2b8263171ec4428c135140cb0802/virtualenv-21.7.4-py3-none-any.whl", hash = "sha256:376ec93cd6aab3044fa395d7db226db38043b7b5748948044b2a87168525e843", size = 5324444, upload-time = "2026-08-10T22:54:31.515Z" }, +] + +[[package]] +name = "watchdog" +version = "6.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/db/7d/7f3d619e951c88ed75c6037b246ddcf2d322812ee8ea189be89511721d54/watchdog-6.0.0.tar.gz", hash = "sha256:9ddf7c82fda3ae8e24decda1338ede66e1c99883db93711d8fb941eaa2d8c282", size = 131220, upload-time = "2024-11-01T14:07:13.037Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0c/56/90994d789c61df619bfc5ce2ecdabd5eeff564e1eb47512bd01b5e019569/watchdog-6.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d1cdb490583ebd691c012b3d6dae011000fe42edb7a82ece80965b42abd61f26", size = 96390, upload-time = "2024-11-01T14:06:24.793Z" }, + { url = "https://files.pythonhosted.org/packages/55/46/9a67ee697342ddf3c6daa97e3a587a56d6c4052f881ed926a849fcf7371c/watchdog-6.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bc64ab3bdb6a04d69d4023b29422170b74681784ffb9463ed4870cf2f3e66112", size = 88389, upload-time = "2024-11-01T14:06:27.112Z" }, + { url = "https://files.pythonhosted.org/packages/44/65/91b0985747c52064d8701e1075eb96f8c40a79df889e59a399453adfb882/watchdog-6.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c897ac1b55c5a1461e16dae288d22bb2e412ba9807df8397a635d88f671d36c3", size = 89020, upload-time = "2024-11-01T14:06:29.876Z" }, + { url = "https://files.pythonhosted.org/packages/e0/24/d9be5cd6642a6aa68352ded4b4b10fb0d7889cb7f45814fb92cecd35f101/watchdog-6.0.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6eb11feb5a0d452ee41f824e271ca311a09e250441c262ca2fd7ebcf2461a06c", size = 96393, upload-time = "2024-11-01T14:06:31.756Z" }, + { url = "https://files.pythonhosted.org/packages/63/7a/6013b0d8dbc56adca7fdd4f0beed381c59f6752341b12fa0886fa7afc78b/watchdog-6.0.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ef810fbf7b781a5a593894e4f439773830bdecb885e6880d957d5b9382a960d2", size = 88392, upload-time = "2024-11-01T14:06:32.99Z" }, + { url = "https://files.pythonhosted.org/packages/d1/40/b75381494851556de56281e053700e46bff5b37bf4c7267e858640af5a7f/watchdog-6.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:afd0fe1b2270917c5e23c2a65ce50c2a4abb63daafb0d419fde368e272a76b7c", size = 89019, upload-time = "2024-11-01T14:06:34.963Z" }, + { url = "https://files.pythonhosted.org/packages/39/ea/3930d07dafc9e286ed356a679aa02d777c06e9bfd1164fa7c19c288a5483/watchdog-6.0.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:bdd4e6f14b8b18c334febb9c4425a878a2ac20efd1e0b231978e7b150f92a948", size = 96471, upload-time = "2024-11-01T14:06:37.745Z" }, + { url = "https://files.pythonhosted.org/packages/12/87/48361531f70b1f87928b045df868a9fd4e253d9ae087fa4cf3f7113be363/watchdog-6.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c7c15dda13c4eb00d6fb6fc508b3c0ed88b9d5d374056b239c4ad1611125c860", size = 88449, upload-time = "2024-11-01T14:06:39.748Z" }, + { url = "https://files.pythonhosted.org/packages/5b/7e/8f322f5e600812e6f9a31b75d242631068ca8f4ef0582dd3ae6e72daecc8/watchdog-6.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6f10cb2d5902447c7d0da897e2c6768bca89174d0c6e1e30abec5421af97a5b0", size = 89054, upload-time = "2024-11-01T14:06:41.009Z" }, + { url = "https://files.pythonhosted.org/packages/68/98/b0345cabdce2041a01293ba483333582891a3bd5769b08eceb0d406056ef/watchdog-6.0.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:490ab2ef84f11129844c23fb14ecf30ef3d8a6abafd3754a6f75ca1e6654136c", size = 96480, upload-time = "2024-11-01T14:06:42.952Z" }, + { url = "https://files.pythonhosted.org/packages/85/83/cdf13902c626b28eedef7ec4f10745c52aad8a8fe7eb04ed7b1f111ca20e/watchdog-6.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:76aae96b00ae814b181bb25b1b98076d5fc84e8a53cd8885a318b42b6d3a5134", size = 88451, upload-time = "2024-11-01T14:06:45.084Z" }, + { url = "https://files.pythonhosted.org/packages/fe/c4/225c87bae08c8b9ec99030cd48ae9c4eca050a59bf5c2255853e18c87b50/watchdog-6.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a175f755fc2279e0b7312c0035d52e27211a5bc39719dd529625b1930917345b", size = 89057, upload-time = "2024-11-01T14:06:47.324Z" }, + { url = "https://files.pythonhosted.org/packages/30/ad/d17b5d42e28a8b91f8ed01cb949da092827afb9995d4559fd448d0472763/watchdog-6.0.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:c7ac31a19f4545dd92fc25d200694098f42c9a8e391bc00bdd362c5736dbf881", size = 87902, upload-time = "2024-11-01T14:06:53.119Z" }, + { url = "https://files.pythonhosted.org/packages/5c/ca/c3649991d140ff6ab67bfc85ab42b165ead119c9e12211e08089d763ece5/watchdog-6.0.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:9513f27a1a582d9808cf21a07dae516f0fab1cf2d7683a742c498b93eedabb11", size = 88380, upload-time = "2024-11-01T14:06:55.19Z" }, + { url = "https://files.pythonhosted.org/packages/a9/c7/ca4bf3e518cb57a686b2feb4f55a1892fd9a3dd13f470fca14e00f80ea36/watchdog-6.0.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:7607498efa04a3542ae3e05e64da8202e58159aa1fa4acddf7678d34a35d4f13", size = 79079, upload-time = "2024-11-01T14:06:59.472Z" }, + { url = "https://files.pythonhosted.org/packages/5c/51/d46dc9332f9a647593c947b4b88e2381c8dfc0942d15b8edc0310fa4abb1/watchdog-6.0.0-py3-none-manylinux2014_armv7l.whl", hash = "sha256:9041567ee8953024c83343288ccc458fd0a2d811d6a0fd68c4c22609e3490379", size = 79078, upload-time = "2024-11-01T14:07:01.431Z" }, + { url = "https://files.pythonhosted.org/packages/d4/57/04edbf5e169cd318d5f07b4766fee38e825d64b6913ca157ca32d1a42267/watchdog-6.0.0-py3-none-manylinux2014_i686.whl", hash = "sha256:82dc3e3143c7e38ec49d61af98d6558288c415eac98486a5c581726e0737c00e", size = 79076, upload-time = "2024-11-01T14:07:02.568Z" }, + { url = "https://files.pythonhosted.org/packages/ab/cc/da8422b300e13cb187d2203f20b9253e91058aaf7db65b74142013478e66/watchdog-6.0.0-py3-none-manylinux2014_ppc64.whl", hash = "sha256:212ac9b8bf1161dc91bd09c048048a95ca3a4c4f5e5d4a7d1b1a7d5752a7f96f", size = 79077, upload-time = "2024-11-01T14:07:03.893Z" }, + { url = "https://files.pythonhosted.org/packages/2c/3b/b8964e04ae1a025c44ba8e4291f86e97fac443bca31de8bd98d3263d2fcf/watchdog-6.0.0-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:e3df4cbb9a450c6d49318f6d14f4bbc80d763fa587ba46ec86f99f9e6876bb26", size = 79078, upload-time = "2024-11-01T14:07:05.189Z" }, + { url = "https://files.pythonhosted.org/packages/62/ae/a696eb424bedff7407801c257d4b1afda455fe40821a2be430e173660e81/watchdog-6.0.0-py3-none-manylinux2014_s390x.whl", hash = "sha256:2cce7cfc2008eb51feb6aab51251fd79b85d9894e98ba847408f662b3395ca3c", size = 79077, upload-time = "2024-11-01T14:07:06.376Z" }, + { url = "https://files.pythonhosted.org/packages/b5/e8/dbf020b4d98251a9860752a094d09a65e1b436ad181faf929983f697048f/watchdog-6.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:20ffe5b202af80ab4266dcd3e91aae72bf2da48c0d33bdb15c66658e685e94e2", size = 79078, upload-time = "2024-11-01T14:07:07.547Z" }, + { url = "https://files.pythonhosted.org/packages/07/f6/d0e5b343768e8bcb4cda79f0f2f55051bf26177ecd5651f84c07567461cf/watchdog-6.0.0-py3-none-win32.whl", hash = "sha256:07df1fdd701c5d4c8e55ef6cf55b8f0120fe1aef7ef39a1c6fc6bc2e606d517a", size = 79065, upload-time = "2024-11-01T14:07:09.525Z" }, + { url = "https://files.pythonhosted.org/packages/db/d9/c495884c6e548fce18a8f40568ff120bc3a4b7b99813081c8ac0c936fa64/watchdog-6.0.0-py3-none-win_amd64.whl", hash = "sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680", size = 79070, upload-time = "2024-11-01T14:07:10.686Z" }, + { url = "https://files.pythonhosted.org/packages/33/e8/e40370e6d74ddba47f002a32919d91310d6074130fe4e17dabcafc15cbf1/watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f", size = 79067, upload-time = "2024-11-01T14:07:11.845Z" }, +] + +[[package]] +name = "xarray" +version = "2025.6.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.11'", +] +dependencies = [ + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "packaging", marker = "python_full_version < '3.11'" }, + { name = "pandas", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/19/ec/e50d833518f10b0c24feb184b209bb6856f25b919ba8c1f89678b930b1cd/xarray-2025.6.1.tar.gz", hash = "sha256:a84f3f07544634a130d7dc615ae44175419f4c77957a7255161ed99c69c7c8b0", size = 3003185, upload-time = "2025-06-12T03:04:09.099Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/82/8a/6b50c1dd2260d407c1a499d47cf829f59f07007e0dcebafdabb24d1d26a5/xarray-2025.6.1-py3-none-any.whl", hash = "sha256:8b988b47f67a383bdc3b04c5db475cd165e580134c1f1943d52aee4a9c97651b", size = 1314739, upload-time = "2025-06-12T03:04:06.708Z" }, +] + +[[package]] +name = "xarray" +version = "2026.7.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.15' and sys_platform == 'win32'", + "python_full_version == '3.14.*' and sys_platform == 'win32'", + "python_full_version >= '3.15' and sys_platform == 'emscripten'", + "python_full_version == '3.14.*' and sys_platform == 'emscripten'", + "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", +] +dependencies = [ + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "numpy", version = "2.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, + { name = "packaging", marker = "python_full_version >= '3.11'" }, + { name = "pandas", version = "3.0.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ea/96/3f7bdd00e505ec3698903415b30135024703e017b28c6b61f98da3193b0d/xarray-2026.7.0.tar.gz", hash = "sha256:361b495928fdbf5b58d0969bb6775339019da5e93ca74d61ddf4eb5edd6ce604", size = 3145348, upload-time = "2026-07-09T17:38:26.515Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/57/5b/28365212062939d213802e5e5fe855cdb231e1c2a93254ba1690066504e3/xarray-2026.7.0-py3-none-any.whl", hash = "sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824", size = 1426778, upload-time = "2026-07-09T17:38:24.224Z" }, +] + +[[package]] +name = "zipp" +version = "4.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b9/d8/eab98a517c14134c0b2eb4e2387bc5f457334293ec5d2dd3857ec2966802/zipp-4.1.0.tar.gz", hash = "sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602", size = 26214, upload-time = "2026-05-18T20:08:57.967Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3a/13/547360d81e6d88d58492968ffda9f9542854f11310ee556fef14260cc886/zipp-4.1.0-py3-none-any.whl", hash = "sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f", size = 10238, upload-time = "2026-05-18T20:08:57.045Z" }, +]