From 0c0392fe680b3af826adb29a46aca4d3bbcdf7e5 Mon Sep 17 00:00:00 2001
From: Roland Walker <walker@pobox.com>
Date: Thu, 23 Jul 2026 06:02:46 -0400
Subject: [PATCH] ability to display static Altair plots

* if a .| dataframe operation returns a plot, display it inline, using
  the kitty graphics protocol by default (since it has the widest
  support in contemporary terminals such as kitty and Ghostty
  https://sw.kovidgoyal.net/kitty/graphics-protocol/)
* revise transforms.md doc, including changes outside the subject area
  of plotting

There are some small incidental PromptState tests added, as "coverage"
showed that our coverage there was not 100% for some reason.

There are many minor followups we can imagine here, such as providing
the facility to save an image.
---
 README.md                             |   2 +-
 changelog.md                          |   1 +
 doc/screenshots/total_histogram.png   | Bin 0 -> 247721 bytes
 doc/transforms.md                     |  41 ++++--
 mycli/app_state.py                    |  11 ++
 mycli/client.py                       |   7 ++
 mycli/main_modes/repl.py              |  19 ++-
 mycli/myclirc                         |  21 ++++
 mycli/output.py                       |  24 ++++
 mycli/packages/polars_transform.py    |  36 +++++-
 mycli/packages/sqlresult.py           |   9 +-
 mycli/types.py                        |   6 +
 pyproject.toml                        |   2 +
 test/myclirc                          |  21 ++++
 test/pytests/test_app_state.py        |  72 +++++++++++
 test/pytests/test_client.py           |  70 +++++++++++
 test/pytests/test_main_modes_repl.py  |  73 +++++++++--
 test/pytests/test_output.py           |  33 +++++
 test/pytests/test_polars_transform.py | 171 +++++++++++++++++++++++++-
 19 files changed, 592 insertions(+), 27 deletions(-)
 create mode 100644 doc/screenshots/total_histogram.png

diff --git a/README.md b/README.md
index 9b67059f3..6d3705797 100644
--- a/README.md
+++ b/README.md
@@ -71,7 +71,7 @@ Features
 * Pretty print tabular data (with colors!).
 * Support for SSL connections
 * Shell-style trailing redirects with `$>`, `$>>` and `$|` operators.
-* [Polars](https://pola.rs) dataframe [transforms](doc/transforms.md) with `.|` and Parquet saves with `.>`.
+* [Polars](https://pola.rs) dataframe [transforms and plots](doc/transforms.md) with `.|`, and Parquet saves with `.>`.
 * Support for querying LLMs with context derived from your schema using `/llm`.
 * Support for storing passwords in the system keyring.
 
diff --git a/changelog.md b/changelog.md
index b12ae07ea..5ceb42fb7 100644
--- a/changelog.md
+++ b/changelog.md
@@ -5,6 +5,7 @@ Features
 ---------
 * Subcommand completions for the `/dsn` command.
 * Allow file target of `$>` redirection to be quoted.
+* Display of inline plots returned from `.|` operations.
 
 
 Bug Fixes
diff --git a/doc/screenshots/total_histogram.png b/doc/screenshots/total_histogram.png
new file mode 100644
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diff --git a/doc/transforms.md b/doc/transforms.md
index 81779f730..ce8c65775 100644
--- a/doc/transforms.md
+++ b/doc/transforms.md
@@ -1,4 +1,4 @@
-# Transforms with Polars Dataframes
+# Transforms, Plots, and Parquets with Polars Dataframes
 
 ## Installing
 
@@ -8,19 +8,24 @@ Install mycli with dataframe support using:
 pip install --upgrade 'mycli[dataframe]'
 ```
 
-or install the Polars and Altair libraries separately.
+or install these libraries separately:
+
+ * [`polars`](https://pypi.org/project/polars/)
+ * [`altair`](https://pypi.org/project/altair/)
+ * [`vl-convert-python`](https://pypi.org/project/vl-convert-python/)
 
 ## BETA STATUS
 
-Dataframe transforms are new and experimental.  The interface and functionality
-may still change.
+Dataframe transforms and plots are new and experimental.  The interface and
+functionality may still change.
 
 Here are some known limitations:
 
- * transforms can't be mixed with `$|` shell redirection
+ * transforms can't be composed with `$|` shell redirection
  * multiple transform steps are not permitted
- * the Altair library is provided, but plots can't yet be displayed
  * results from `UNION`s may be unable to be transformed
+ * images cannot yet be saved
+ * PNG images are static and do not support all Altair features
 
 And there are inherent limitations to the post-processing model: the entire
 SQL result must be transferred from the server and loaded into local memory.
@@ -34,7 +39,7 @@ single SQL statement.  The Python expression receives
  * `pl`, the Polars module
  * `alt`, the Altair module
 
-Spaces may be required around the operator.
+Spaces may be required around the `.|` operator.
 
 Transform example:
 
@@ -51,20 +56,34 @@ SELECT customer_id, COUNT(1) AS len FROM orders GROUP BY customer_id;
 Transform expressions run with normal Python privileges, and expressions
 should not be run from untrusted sources.  If the transform operation
 returns a Polars `DataFrame` or `Series`, the result is rendered by mycli
-as tabular output; other return types currently give a warning and cannot
-be displayed.
+as tabular output.  Most other return types will be silently ignored.
 
 Transform expressions are useful for operations such as medians which
-cannot be done (or are simply awkward) in SQL.  Example:
+cannot be done (or are awkward) in SQL.  Example:
 
 ```sql
 SELECT * FROM orders .| df.describe();
 ```
 
+## Plotting
+
+If the dataframe transform operation returns an Altair plot, the result can
+be rendered as an inline PNG in many terminals.
+
+Example:
+
+```sql
+SELECT * FROM orders .| df['total'].plot.hist();
+```
+![histogram](https://raw.githubusercontent.com/dbcli/mycli/main/doc/screenshots/total_histogram.png)
+
+Image size, display protocol, and other properties can be configured in
+the `[dataframe]` section of `~/.myclirc`.
+
 ## Saving
 
 A query result, transformed `DataFrame`, or transformed `Series` can be
-written directly to Parquet with the `.>` operator.
+written directly to a Parquet file with the `.>` operator.
 
 Save example:
 
diff --git a/mycli/app_state.py b/mycli/app_state.py
index d8381ea77..02e175e51 100644
--- a/mycli/app_state.py
+++ b/mycli/app_state.py
@@ -6,6 +6,7 @@
 from configobj import ConfigObj
 
 from mycli.config import strip_matching_quotes
+from mycli.types import ImageProtocol
 
 if TYPE_CHECKING:
     from mycli.client import MyCli
@@ -46,6 +47,16 @@ def normalize_ssl_mode(
     return ssl_mode, error_notice
 
 
+def normalize_image_protocol(image_protocol: str | None) -> tuple[ImageProtocol, str | None]:
+    if image_protocol == 'iterm2':
+        return 'iterm2', None
+    if image_protocol == 'kitty':
+        return 'kitty', None
+    if image_protocol in ('none', '', None):
+        return 'none', None
+    return 'none', f'Invalid config option provided for image_protocol ({image_protocol}); disabling.'
+
+
 def configure_prompt_state(
     mycli: MyCli,
     config: ConfigObj,
diff --git a/mycli/client.py b/mycli/client.py
index 8dd4c3706..e961f15ac 100644
--- a/mycli/client.py
+++ b/mycli/client.py
@@ -17,6 +17,7 @@
     configure_prompt_state,
     destructive_keywords_from_config,
     llm_prompt_truncation,
+    normalize_image_protocol,
     normalize_ssl_mode,
 )
 from mycli.client_commands import ClientCommandsMixin
@@ -145,6 +146,12 @@ def __init__(
         self.null_string = c['main'].get('null_string')
         self.numeric_alignment = c['main'].get('numeric_alignment', 'right') or 'right'
         self.binary_display = c['main'].get('binary_display')
+        self.image_protocol, image_protocol_error = normalize_image_protocol(c['dataframe'].get('image_protocol'))
+        if image_protocol_error:
+            self.echo(image_protocol_error, err=True, fg='red')
+        self.plot_scale_factor = c['dataframe'].as_float('plot_scale_factor')
+        self.plot_ppi = c['dataframe'].as_int('plot_ppi')
+        self.plot_theme = c['dataframe'].get('plot_theme', 'carbong90') or 'carbong90'
         self.llm_prompt_field_truncate, self.llm_prompt_section_truncate = llm_prompt_truncation(c)
 
         self.ssl_mode, ssl_mode_error = normalize_ssl_mode(c, self.config_without_package_defaults)
diff --git a/mycli/main_modes/repl.py b/mycli/main_modes/repl.py
index 1825c643c..a20902058 100644
--- a/mycli/main_modes/repl.py
+++ b/mycli/main_modes/repl.py
@@ -751,9 +751,24 @@ def _one_iteration(
         if polars_transform is not None:
             assert polars_pipeline is not None
             if polars_pipeline.parquet_path is None:
-                polars_result = run_polars_transform(polars_transform, results)
+                polars_result = run_polars_transform(
+                    polars_transform,
+                    results,
+                    image_protocol=mycli.image_protocol,
+                    plot_scale_factor=mycli.plot_scale_factor,
+                    plot_ppi=mycli.plot_ppi,
+                    plot_theme=mycli.plot_theme,
+                )
             else:
-                polars_result = run_polars_transform(polars_transform, results, polars_pipeline.parquet_path)
+                polars_result = run_polars_transform(
+                    polars_transform,
+                    results,
+                    polars_pipeline.parquet_path,
+                    image_protocol=mycli.image_protocol,
+                    plot_scale_factor=mycli.plot_scale_factor,
+                    plot_ppi=mycli.plot_ppi,
+                    plot_theme=mycli.plot_theme,
+                )
             if polars_pipeline.parquet_path is None:
                 if polars_pipeline.output_mode == 'explorer':
                     special.set_explorer_output(True)
diff --git a/mycli/myclirc b/mycli/myclirc
index 12ee2c840..a7882745d 100644
--- a/mycli/myclirc
+++ b/mycli/myclirc
@@ -265,6 +265,27 @@ format = mysql_unicode
 # Whether to remove the last line from the formatted output.
 trim_footer = False
 
+[dataframe]
+
+# How to display inline image results in a terminal emulator. Possible values:
+# * kitty
+# * iterm2
+# empty to disable
+image_protocol = kitty
+
+# PNG plot resolution in pixels per inch. Must be a positive integer.
+# The apparent size is a combination of plot_ppi and plot_scale_factor.
+plot_ppi = 200
+
+# PNG plot resolution multiplier. Must be a positive number.
+# The apparent size is a combination of plot_ppi and plot_scale_factor.
+plot_scale_factor = 1.0
+
+# Altair theme for rendering plots. Examples: carbong90, dark, default.
+# Available themes depend on the installed libraries.  See
+# https://github.com/vega/vega-themes/#included-themes
+plot_theme = carbong90
+
 [search]
 
 # Whether to apply syntax highlighting to the preview window in fuzzy history
diff --git a/mycli/output.py b/mycli/output.py
index 6b3a23204..55b93bb4e 100644
--- a/mycli/output.py
+++ b/mycli/output.py
@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import base64
 from datetime import datetime
 from decimal import Decimal
 from io import TextIOWrapper
@@ -115,6 +116,13 @@ def output(
         is_warnings_style: bool = False,
     ) -> None:
         """Output text to stdout or a pager command."""
+        if result.image is not None:
+            if result.image_protocol == 'iterm2':
+                click.secho('')
+                self.output_iterm2_image(result.image)
+            elif result.image_protocol == 'kitty':
+                click.secho('')
+                self.output_kitty_image(result.image)
         if output:
             if self.prompt_session is not None:
                 size = self.prompt_session.output.get_size()
@@ -186,6 +194,22 @@ def newlinewrapper(text: list[str]) -> Generator[str, None, None]:
             styled_status = to_formatted_text(status, style=add_style)
             prompt_toolkit.print_formatted_text(styled_status, style=self.ptoolkit_style)
 
+    def output_iterm2_image(self, image: bytes) -> None:
+        """Emit a PNG using the iTerm2 inline image protocol."""
+        filename = base64.b64encode(b'chart.png').decode('ascii')
+        contents = base64.b64encode(image).decode('ascii')
+        click.echo(f'\x1b]1337;File=name={filename};size={len(image)};width=auto;height=auto;preserveAspectRatio=1;inline=1:{contents}\x07')
+
+    def output_kitty_image(self, image: bytes) -> None:
+        """Emit a PNG using Kitty's direct graphics protocol."""
+        contents = base64.b64encode(image).decode('ascii')
+        chunks = [contents[index : index + 4096] for index in range(0, len(contents), 4096)] or ['']
+        for index, chunk in enumerate(chunks):
+            action = 'a=T,f=100,' if index == 0 else ''
+            more = 1 if index < len(chunks) - 1 else 0
+            click.echo(f'\x1b_G{action}m={more};{chunk}\x1b\\', nl=False)
+        click.echo()
+
     def configure_pager(self) -> None:
         if not os.environ.get("LESS"):
             os.environ["LESS"] = "-RXF"
diff --git a/mycli/packages/polars_transform.py b/mycli/packages/polars_transform.py
index 7a015e243..2c7bc2c7b 100644
--- a/mycli/packages/polars_transform.py
+++ b/mycli/packages/polars_transform.py
@@ -2,6 +2,7 @@
 
 import builtins
 from dataclasses import dataclass
+from io import BytesIO
 from types import CodeType
 from typing import Any, Iterable
 
@@ -9,7 +10,7 @@
 
 from mycli.packages.special.delimitercommand import DelimiterCommand
 from mycli.packages.sqlresult import SQLResult
-from mycli.types import OutputMode
+from mycli.types import ImageProtocol, OutputMode
 
 delimiter_command = DelimiterCommand()
 
@@ -169,10 +170,22 @@ def _load_altair() -> Any:
     return alt
 
 
+def _load_vl_convert() -> None:
+    try:
+        import vl_convert  # noqa: F401
+    except ImportError as exc:
+        raise PolarsTransformError('Altair plot rendering requires vl-convert-python. Install mycli[dataframe].') from exc
+
+
 def run_polars_transform(
     transform: PolarsTransform,
     results: Iterable[SQLResult],
     parquet_path: str | None = None,
+    *,
+    image_protocol: ImageProtocol = 'none',
+    plot_scale_factor: float = 1.0,
+    plot_ppi: int = 200,
+    plot_theme: str = 'carbong90',
 ) -> SQLResult:
     iterator = iter(results)
     try:
@@ -215,6 +228,27 @@ def run_polars_transform(
                 raise PolarsTransformError(f'Unable to write Parquet file "{parquet_path}": {type(exc).__name__}: {exc}') from exc
             return SQLResult(status=f'Wrote {len(series_dataframe)} rows to {parquet_path}.')
         return SQLResult(header=[column_name], rows=[(item,) for item in value])
+    if transform.altair is not None and isinstance(value, transform.altair.TopLevelMixin):
+        if parquet_path is not None:
+            raise PolarsTransformError('Polars transforms must return a DataFrame or Series before writing Parquet output.')
+        if image_protocol == 'none':
+            return SQLResult(status='image_protocol is unset in ~/.myclirc. Inline plotting is disabled.')
+        _load_vl_convert()
+        png = BytesIO()
+        try:
+            transform.altair.theme.enable(plot_theme)
+        except Exception as exc:
+            raise PolarsTransformError(f'Unable to enable Altair plot theme "{plot_theme}": {type(exc).__name__}: {exc}') from exc
+        try:
+            value.save(
+                png,
+                format='png',
+                scale_factor=plot_scale_factor,
+                ppi=plot_ppi,
+            )
+        except Exception as exc:
+            raise PolarsTransformError(f'Unable to render Altair chart: {type(exc).__name__}: {exc}') from exc
+        return SQLResult(image=png.getvalue(), image_protocol=image_protocol)
     if parquet_path is not None:
         raise PolarsTransformError('Polars transforms must return a DataFrame or Series before writing Parquet output.')
     return SQLResult(status=f'Nothing could be displayed for return type: {type(value)}')
diff --git a/mycli/packages/sqlresult.py b/mycli/packages/sqlresult.py
index b1f5e272b..0b9d4b9c7 100644
--- a/mycli/packages/sqlresult.py
+++ b/mycli/packages/sqlresult.py
@@ -4,6 +4,8 @@
 from prompt_toolkit.formatted_text import FormattedText, to_plain_text
 from pymysql.cursors import Cursor
 
+from mycli.types import ImageProtocol
+
 
 @dataclass
 class SQLResult:
@@ -13,9 +15,14 @@ class SQLResult:
     postamble: str | None = None
     status: str | FormattedText | None = None
     command: dict[str, str | float] | None = None
+    image: bytes | None = None
+    image_protocol: ImageProtocol = 'none'
 
     def __str__(self):
-        return f"{self.preamble}, {self.header}, {self.rows}, {self.postamble}, {self.status}, {self.command}"
+        image = f'<{len(self.image)} bytes>' if self.image is not None else None
+        return (
+            f"{self.preamble}, {self.header}, {self.rows}, {self.postamble}, {self.status}, {self.command}, {image}, {self.image_protocol}"
+        )
 
     @cached_property
     def status_plain(self):
diff --git a/mycli/types.py b/mycli/types.py
index 85f2d6d3a..2a00632c6 100644
--- a/mycli/types.py
+++ b/mycli/types.py
@@ -9,3 +9,9 @@
     'expanded',
     'tabular',
 ]
+
+ImageProtocol = Literal[
+    'none',
+    'iterm2',
+    'kitty',
+]
diff --git a/pyproject.toml b/pyproject.toml
index adc9e51f9..3d1da695c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,6 +52,7 @@ llm = [
 dataframe = [
     "polars ~= 1.42.1",
     "altair ~= 6.2.2",
+    "vl-convert-python ~= 1.9.0",
 ]
 all = [
     "mycli[llm,dataframe]",
@@ -73,6 +74,7 @@ dev = [
     "ruff ~= 0.15.0",
     "polars ~= 1.42.1",
     "altair ~= 6.2.2",
+    "vl-convert-python ~= 1.9.0",
 ]
 
 [project.scripts]
diff --git a/test/myclirc b/test/myclirc
index e13fa5c7a..fca7a1a5b 100644
--- a/test/myclirc
+++ b/test/myclirc
@@ -265,6 +265,27 @@ format = mysql_unicode
 # Whether to remove the last line from the formatted output.
 trim_footer = False
 
+[dataframe]
+
+# How to display inline image results in a terminal emulator. Possible values:
+# * kitty
+# * iterm2
+# empty to disable
+image_protocol = kitty
+
+# PNG plot resolution in pixels per inch. Must be a positive integer.
+# The apparent size is a combination of plot_ppi and plot_scale_factor.
+plot_ppi = 200
+
+# PNG plot resolution multiplier. Must be a positive number.
+# The apparent size is a combination of plot_ppi and plot_scale_factor.
+plot_scale_factor = 1.0
+
+# Altair theme for rendering plots. Examples: carbong90, dark, default.
+# Available themes depend on the installed libraries.  See
+# https://github.com/vega/vega-themes/#included-themes
+plot_theme = carbong90
+
 [search]
 
 # Whether to apply syntax highlighting to the preview window in fuzzy history
diff --git a/test/pytests/test_app_state.py b/test/pytests/test_app_state.py
index f97bf9578..94bedcaa7 100644
--- a/test/pytests/test_app_state.py
+++ b/test/pytests/test_app_state.py
@@ -5,8 +5,10 @@
 
 from mycli.app_state import (
     AppStateMixin,
+    configure_prompt_state,
     destructive_keywords_from_config,
     llm_prompt_truncation,
+    normalize_image_protocol,
     normalize_ssl_mode,
 )
 
@@ -16,6 +18,76 @@ def __init__(self, login_path: str | None = None) -> None:
         self.login_path = login_path
 
 
+class PromptState:
+    prompt_format: str
+    prompt_lines: int
+    multiline_continuation_char: str
+    toolbar_format: str
+    terminal_tab_title_format: str
+    terminal_window_title_format: str
+    multiplex_window_title_format: str
+    multiplex_pane_title_format: str
+
+    def __init__(self) -> None:
+        self.default_prompt = 'default> '
+
+
+@pytest.mark.parametrize(
+    ('image_protocol', 'expected'),
+    [
+        ('iterm2', ('iterm2', None)),
+        ('kitty', ('kitty', None)),
+        ('none', ('none', None)),
+        ('', ('none', None)),
+        (None, ('none', None)),
+        ('unknown', ('none', 'Invalid config option provided for image_protocol (unknown); disabling.')),
+    ],
+)
+def test_normalize_image_protocol(image_protocol: str | None, expected: tuple[str, str | None]) -> None:
+    assert normalize_image_protocol(image_protocol) == expected
+
+
+@pytest.mark.parametrize(
+    ('prompt', 'config_prompt', 'toolbar_format', 'config_toolbar', 'expected_prompt', 'expected_toolbar'),
+    [
+        ('custom> ', 'configured> ', 'custom toolbar', 'configured toolbar', 'custom> ', 'custom toolbar'),
+        (None, 'configured> ', None, 'configured toolbar', 'configured> ', 'configured toolbar'),
+        ('', '', '', 'configured toolbar', 'default> ', 'configured toolbar'),
+    ],
+)
+def test_configure_prompt_state_uses_overrides_and_fallbacks(
+    prompt: str | None,
+    config_prompt: str,
+    toolbar_format: str | None,
+    config_toolbar: str,
+    expected_prompt: str,
+    expected_toolbar: str,
+) -> None:
+    state = PromptState()
+    config = ConfigObj({
+        'main': {
+            'prompt': config_prompt,
+            'prompt_continuation': '... ',
+            'toolbar': config_toolbar,
+            'terminal_tab_title': 'tab title',
+            'terminal_window_title': 'window title',
+            'multiplex_window_title': 'multiplex window title',
+            'multiplex_pane_title': 'multiplex pane title',
+        },
+    })
+
+    configure_prompt_state(state, config, prompt, toolbar_format)  # type: ignore[arg-type]
+
+    assert state.prompt_format == expected_prompt
+    assert state.prompt_lines == 0
+    assert state.multiline_continuation_char == '... '
+    assert state.toolbar_format == expected_toolbar
+    assert state.terminal_tab_title_format == 'tab title'
+    assert state.terminal_window_title_format == 'window title'
+    assert state.multiplex_window_title_format == 'multiplex window title'
+    assert state.multiplex_pane_title_format == 'multiplex pane title'
+
+
 @pytest.mark.parametrize('ssl_mode', ['auto', 'on', 'off'])
 def test_normalize_ssl_mode_accepts_known_values(ssl_mode: str) -> None:
     config = ConfigObj({'main': {'ssl_mode': ssl_mode}, 'connection': {'default_ssl_mode': ssl_mode}})
diff --git a/test/pytests/test_client.py b/test/pytests/test_client.py
index 1c5489941..733b112df 100644
--- a/test/pytests/test_client.py
+++ b/test/pytests/test_client.py
@@ -42,6 +42,76 @@ def test_init_reports_invalid_ssl_mode(monkeypatch: pytest.MonkeyPatch, tmp_path
     assert echo_calls == [('Invalid config option provided for ssl_mode (invalid); ignoring.', {'err': True, 'fg': 'red'})]
 
 
+def test_init_configures_image_protocol(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
+    patch_constructor_side_effects(monkeypatch)
+    myclirc = write_myclirc(
+        tmp_path,
+        """
+        [dataframe]
+        image_protocol = iterm2
+        plot_scale_factor = 1.5
+        plot_ppi = 144
+        plot_theme = dark
+        """,
+    )
+
+    cli = MyCli(myclirc=myclirc)
+
+    assert cli.image_protocol == 'iterm2'
+    assert cli.plot_scale_factor == 1.5
+    assert cli.plot_ppi == 144
+    assert isinstance(cli.plot_ppi, int)
+    assert cli.plot_theme == 'dark'
+
+
+def test_init_uses_default_plot_theme_for_empty_value(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
+    patch_constructor_side_effects(monkeypatch)
+    myclirc = write_myclirc(
+        tmp_path,
+        """
+        [dataframe]
+        plot_theme =
+        """,
+    )
+
+    cli = MyCli(myclirc=myclirc)
+
+    assert cli.plot_theme == 'carbong90'
+
+
+def test_init_configures_kitty_image_protocol(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
+    patch_constructor_side_effects(monkeypatch)
+    myclirc = write_myclirc(
+        tmp_path,
+        """
+        [dataframe]
+        image_protocol = kitty
+        """,
+    )
+
+    cli = MyCli(myclirc=myclirc)
+
+    assert cli.image_protocol == 'kitty'
+
+
+def test_init_reports_invalid_image_protocol(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
+    patch_constructor_side_effects(monkeypatch)
+    echo_calls: list[tuple[str, dict[str, Any]]] = []
+    monkeypatch.setattr(MyCli, 'echo', lambda self, message, **kwargs: echo_calls.append((message, kwargs)))
+    myclirc = write_myclirc(
+        tmp_path,
+        """
+        [dataframe]
+        image_protocol = sixel
+        """,
+    )
+
+    cli = MyCli(myclirc=myclirc)
+
+    assert cli.image_protocol == 'none'
+    assert echo_calls == [('Invalid config option provided for image_protocol (sixel); disabling.', {'err': True, 'fg': 'red'})]
+
+
 def test_init_honors_explicit_show_warnings(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
     patch_constructor_side_effects(monkeypatch)
     show_warnings_calls: list[bool] = []
diff --git a/test/pytests/test_main_modes_repl.py b/test/pytests/test_main_modes_repl.py
index 322ff56dd..d17eadebe 100644
--- a/test/pytests/test_main_modes_repl.py
+++ b/test/pytests/test_main_modes_repl.py
@@ -154,6 +154,10 @@ def make_repl_cli(sqlexecute: Any | None = None) -> Any:
     cli.null_string = '<null>'
     cli.numeric_alignment = 'right'
     cli.binary_display = None
+    cli.image_protocol = 'none'
+    cli.plot_scale_factor = 1.0
+    cli.plot_ppi = 200
+    cli.plot_theme = 'carbong90'
     cli.prompt_session = None
     cli.post_redirect_command = None
     cli.logfile = None
@@ -1178,7 +1182,7 @@ def run(self, text: str) -> Iterator[SQLResult]:
     cli = make_repl_cli(sqlexecute)
     transform = object()
     prepare_calls: list[tuple[str, str]] = []
-    run_calls: list[object] = []
+    run_calls: list[tuple[object, str, float, int, str]] = []
     output_flags: list[bool] = []
     hook_calls: list[tuple[str, str]] = []
 
@@ -1186,8 +1190,16 @@ def prepare(sql: str, expression: str) -> object:
         prepare_calls.append((sql, expression))
         return transform
 
-    def run(received_transform: object, results: Iterator[SQLResult]) -> SQLResult:
-        run_calls.append(received_transform)
+    def run(
+        received_transform: object,
+        results: Iterator[SQLResult],
+        *,
+        image_protocol: str,
+        plot_scale_factor: float,
+        plot_ppi: int,
+        plot_theme: str,
+    ) -> SQLResult:
+        run_calls.append((received_transform, image_protocol, plot_scale_factor, plot_ppi, plot_theme))
         assert list(results) == [SQLResult(header=['id'], rows=[(1,)])]
         return SQLResult(header=['count'], rows=[(1,)])
 
@@ -1201,13 +1213,17 @@ def run(received_transform: object, results: Iterator[SQLResult]) -> SQLResult:
         lambda command, filename: hook_calls.append((command, filename)),
     )
     cli.post_redirect_command = 'post {}'
+    cli.image_protocol = 'iterm2'
+    cli.plot_scale_factor = 1.5
+    cli.plot_ppi = 144
+    cli.plot_theme = 'dark'
 
     command = f'SELECT * FROM orders .| df.group_by(\'customer_id\').len() {terminator}'
     repl_mode._one_iteration(cli, repl_mode.ReplState(), command)
 
     assert sqlexecute.calls == ['SELECT * FROM orders']
     assert prepare_calls == [('SELECT * FROM orders', "df.group_by('customer_id').len()")]
-    assert run_calls == [transform]
+    assert run_calls == [(transform, 'iterm2', 1.5, 144, 'dark')]
     assert output_flags == [True]
     assert hook_calls == []
     assert cli.log_queries == [command]
@@ -1256,7 +1272,20 @@ def prepare(sql: str, expression: str | None) -> object:
         prepare_calls.append((sql, expression))
         return transform
 
-    def run(received_transform: object, results: Iterator[SQLResult], path: str) -> SQLResult:
+    def run(
+        received_transform: object,
+        results: Iterator[SQLResult],
+        path: str,
+        *,
+        image_protocol: str,
+        plot_scale_factor: float,
+        plot_ppi: int,
+        plot_theme: str,
+    ) -> SQLResult:
+        assert image_protocol == 'none'
+        assert plot_scale_factor == 1.0
+        assert plot_ppi == 200
+        assert plot_theme == 'carbong90'
         assert list(results) == [SQLResult(header=['id'], rows=[(1,)])]
         run_calls.append((received_transform, path))
         return SQLResult(status=f'Wrote 1 rows to {path}.')
@@ -1306,7 +1335,20 @@ def prepare(sql: str, expression: str | None) -> object:
         prepare_calls.append((sql, expression))
         return transform
 
-    def run(received_transform: object, results: Iterator[SQLResult], path: str) -> SQLResult:
+    def run(
+        received_transform: object,
+        results: Iterator[SQLResult],
+        path: str,
+        *,
+        image_protocol: str,
+        plot_scale_factor: float,
+        plot_ppi: int,
+        plot_theme: str,
+    ) -> SQLResult:
+        assert image_protocol == 'none'
+        assert plot_scale_factor == 1.0
+        assert plot_ppi == 200
+        assert plot_theme == 'carbong90'
         assert received_transform is transform
         assert list(results) == [SQLResult(header=['id'], rows=[(1,)])]
         run_calls.append(path)
@@ -1351,7 +1393,9 @@ def run(self, text: str) -> Iterator[SQLResult]:
     monkeypatch.setattr(
         repl_mode,
         'run_polars_transform',
-        lambda received_transform, results, path: SQLResult(status=f'Wrote 1 rows to {path}.'),
+        lambda received_transform, results, path, *, image_protocol, plot_scale_factor, plot_ppi, plot_theme: SQLResult(
+            status=f'Wrote 1 rows to {path}.'
+        ),
     )
 
     def raise_hook_error(command: str, filename: str) -> None:
@@ -1384,7 +1428,16 @@ def run(self, text: str) -> Iterator[SQLResult]:
 
     monkeypatch.setattr(repl_mode, 'prepare_polars_transform', lambda sql, expression: object())
 
-    def fail_write(received_transform: object, results: Iterator[SQLResult], path: str) -> SQLResult:
+    def fail_write(
+        received_transform: object,
+        results: Iterator[SQLResult],
+        path: str,
+        *,
+        image_protocol: str,
+        plot_scale_factor: float,
+        plot_ppi: int,
+        plot_theme: str,
+    ) -> SQLResult:
         raise repl_mode.PolarsTransformError('write failed')
 
     monkeypatch.setattr(repl_mode, 'run_polars_transform', fail_write)
@@ -1417,7 +1470,9 @@ def run(self, text: str) -> Iterator[SQLResult]:
     monkeypatch.setattr(
         repl_mode,
         'run_polars_transform',
-        lambda transform, results: (_ for _ in ()).throw(repl_mode.PolarsTransformError('Polars expression failed')),
+        lambda transform, results, *, image_protocol, plot_scale_factor, plot_ppi, plot_theme: (_ for _ in ()).throw(
+            repl_mode.PolarsTransformError('Polars expression failed')
+        ),
     )
 
     command = 'SELECT * FROM orders .| df.bad_method()'
diff --git a/test/pytests/test_output.py b/test/pytests/test_output.py
index b64bfb459..696e20656 100644
--- a/test/pytests/test_output.py
+++ b/test/pytests/test_output.py
@@ -79,6 +79,39 @@ def test_echo_logs_and_prints(monkeypatch: pytest.MonkeyPatch) -> None:
     assert printed == [('message', {'fg': 'red'})]
 
 
+def test_output_emits_iterm2_image_without_text_sinks(monkeypatch: pytest.MonkeyPatch) -> None:
+    cli = make_bare_mycli()
+    cli.explicit_pager = False
+    cli.get_output_margin = lambda status=None: 1  # type: ignore[assignment]
+    logged: list[Any] = []
+    emitted: list[str] = []
+    cli.log_output = lambda value: logged.append(value)  # type: ignore[assignment]
+    monkeypatch.setattr(click, 'echo', lambda value=None, **_kwargs: emitted.append(value))
+
+    OutputMixin.output(cli, itertools.chain(), SQLResult(image=b'png', image_protocol='iterm2'))
+
+    assert logged == []
+    assert emitted == ['\x1b]1337;File=name=Y2hhcnQucG5n;size=3;width=auto;height=auto;preserveAspectRatio=1;inline=1:cG5n\x07']
+
+
+def test_output_emits_kitty_image_in_base64_chunks(monkeypatch: pytest.MonkeyPatch) -> None:
+    cli = make_bare_mycli()
+    cli.explicit_pager = False
+    cli.get_output_margin = lambda status=None: 1  # type: ignore[assignment]
+    emitted: list[tuple[str | None, dict[str, Any]]] = []
+    monkeypatch.setattr(click, 'echo', lambda value=None, **kwargs: emitted.append((value, kwargs)))
+    image = b'x' * 4000
+
+    OutputMixin.output(cli, itertools.chain(), SQLResult(image=image, image_protocol='kitty'))
+
+    encoded = output_module.base64.b64encode(image).decode('ascii')
+    assert emitted == [
+        (f'\x1b_Ga=T,f=100,m=1;{encoded[:4096]}\x1b\\', {'nl': False}),
+        (f'\x1b_Gm=0;{encoded[4096:]}\x1b\\', {'nl': False}),
+        (None, {}),
+    ]
+
+
 def test_get_output_margin_renders_prompt_once_and_counts_status_lines(monkeypatch: pytest.MonkeyPatch) -> None:
     cli = make_bare_mycli()
     cli.prompt_lines = 0
diff --git a/test/pytests/test_polars_transform.py b/test/pytests/test_polars_transform.py
index 4536c485e..44375173d 100644
--- a/test/pytests/test_polars_transform.py
+++ b/test/pytests/test_polars_transform.py
@@ -14,7 +14,7 @@
     run_polars_transform,
 )
 from mycli.packages.sqlresult import SQLResult
-from mycli.types import OutputMode
+from mycli.types import ImageProtocol, OutputMode
 
 
 class FakeDataFrame:
@@ -68,10 +68,55 @@ class FailingPolars:
     DataFrame = FailingDataFrame
 
 
-class FakeAltair:
+class FakeTopLevelMixin:
     pass
 
 
+class FakeChart(FakeTopLevelMixin):
+    scale_factors: list[float] = []
+    ppis: list[int] = []
+
+    def __init__(self, _data: FakeDataFrame) -> None:
+        self.save_calls: list[str] = []
+
+    def save(self, file: Any, **kwargs: Any) -> None:
+        self.save_calls.append(kwargs['format'])
+        self.scale_factors.append(float(kwargs['scale_factor']))
+        self.ppis.append(kwargs['ppi'])
+        file.write(b'png image')
+
+
+class FailingChart(FakeTopLevelMixin):
+    def save(self, _file: Any, **_kwargs: str) -> None:
+        raise OSError('renderer failed')
+
+
+class FakeTheme:
+    enabled: list[str] = []
+
+    @classmethod
+    def enable(cls, name: str) -> None:
+        cls.enabled.append(name)
+
+
+class FakeAltair:
+    TopLevelMixin = FakeTopLevelMixin
+    theme = FakeTheme
+
+    @staticmethod
+    def Chart(data: FakeDataFrame) -> FakeChart:
+        return FakeChart(data)
+
+
+class FailingAltair:
+    TopLevelMixin = FakeTopLevelMixin
+    theme = FakeTheme
+
+    @staticmethod
+    def Chart(_data: FakeDataFrame) -> FailingChart:
+        return FailingChart()
+
+
 def make_transform(expression: str) -> PolarsTransform:
     return PolarsTransform(
         sql='SELECT id FROM orders',
@@ -258,6 +303,20 @@ def fail_altair_import(name: str, *args: Any, **kwargs: Any) -> Any:
         polars_transform._load_altair()
 
 
+def test_load_vl_convert_reports_missing_dependency(monkeypatch: pytest.MonkeyPatch) -> None:
+    original_import = __import__
+
+    def fail_vl_convert_import(name: str, *args: Any, **kwargs: Any) -> Any:
+        if name == 'vl_convert':
+            raise ImportError('not installed')
+        return original_import(name, *args, **kwargs)
+
+    monkeypatch.setattr('builtins.__import__', fail_vl_convert_import)
+
+    with pytest.raises(PolarsTransformError, match='requires vl-convert-python'):
+        polars_transform._load_vl_convert()
+
+
 def test_run_polars_transform_materializes_and_renders_returned_dataframe() -> None:
     result = run_polars_transform(
         make_transform('df'),
@@ -378,6 +437,114 @@ def test_run_polars_transform_reports_non_dataframe_result() -> None:
     assert result.status_plain == "Nothing could be displayed for return type: <class 'int'>"
 
 
+def test_run_polars_transform_reports_disabled_altair_chart_output() -> None:
+    result = run_polars_transform(
+        make_transform('alt.Chart(df)'),
+        iter([SQLResult(header=['id'], rows=[(1,)])]),
+    )
+
+    assert result.status_plain == 'image_protocol is unset in ~/.myclirc. Inline plotting is disabled.'
+
+
+@pytest.mark.parametrize('image_protocol', ['iterm2', 'kitty'])
+def test_run_polars_transform_renders_altair_chart_for_image_protocol(
+    monkeypatch: pytest.MonkeyPatch,
+    image_protocol: ImageProtocol,
+) -> None:
+    load_calls: list[None] = []
+    FakeChart.scale_factors = []
+    FakeChart.ppis = []
+    FakeTheme.enabled = []
+    monkeypatch.setattr(polars_transform, '_load_vl_convert', lambda: load_calls.append(None))
+
+    result = run_polars_transform(
+        make_transform('alt.Chart(df)'),
+        iter([SQLResult(header=['id'], rows=[(1,)])]),
+        image_protocol=image_protocol,
+        plot_scale_factor=1.5,
+        plot_ppi=144,
+        plot_theme='dark',
+    )
+
+    assert load_calls == [None]
+    assert FakeChart.scale_factors == [1.5]
+    assert FakeChart.ppis == [144]
+    assert FakeTheme.enabled == ['dark']
+    assert result == SQLResult(image=b'png image', image_protocol=image_protocol)
+
+
+def test_run_polars_transform_uses_integer_default_plot_ppi(monkeypatch: pytest.MonkeyPatch) -> None:
+    FakeChart.ppis = []
+    monkeypatch.setattr(polars_transform, '_load_vl_convert', lambda: None)
+
+    run_polars_transform(
+        make_transform('alt.Chart(df)'),
+        iter([SQLResult(header=['id'], rows=[(1,)])]),
+        image_protocol='kitty',
+    )
+
+    assert FakeChart.ppis == [200]
+
+
+def test_run_polars_transform_reports_invalid_altair_theme(monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setattr(polars_transform, '_load_vl_convert', lambda: None)
+
+    def fail_enable(_name: str) -> None:
+        raise ValueError('unknown theme')
+
+    monkeypatch.setattr(FakeTheme, 'enable', fail_enable)
+
+    with pytest.raises(PolarsTransformError, match='Unable to enable Altair plot theme "not-a-theme": ValueError: unknown theme'):
+        run_polars_transform(
+            make_transform('alt.Chart(df)'),
+            iter([SQLResult(header=['id'], rows=[(1,)])]),
+            image_protocol='kitty',
+            plot_theme='not-a-theme',
+        )
+
+
+def test_run_polars_transform_reports_altair_chart_render_error(monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setattr(polars_transform, '_load_vl_convert', lambda: None)
+    transform = PolarsTransform(
+        sql='SELECT id FROM orders',
+        expression='alt.Chart(df)',
+        code=compile('alt.Chart(df)', '<test>', 'eval'),
+        polars=FakePolars,
+        altair=FailingAltair,
+    )
+
+    with pytest.raises(PolarsTransformError, match='Unable to render Altair chart: OSError: renderer failed'):
+        run_polars_transform(
+            transform,
+            iter([SQLResult(header=['id'], rows=[(1,)])]),
+            image_protocol='iterm2',
+        )
+
+
+def test_run_polars_transform_reports_missing_altair_renderer(monkeypatch: pytest.MonkeyPatch) -> None:
+    def fail_load() -> None:
+        raise PolarsTransformError('Altair plot rendering requires vl-convert-python. Install mycli[dataframe].')
+
+    monkeypatch.setattr(polars_transform, '_load_vl_convert', fail_load)
+
+    with pytest.raises(PolarsTransformError, match='requires vl-convert-python'):
+        run_polars_transform(
+            make_transform('alt.Chart(df)'),
+            iter([SQLResult(header=['id'], rows=[(1,)])]),
+            image_protocol='iterm2',
+        )
+
+
+def test_run_polars_transform_rejects_altair_chart_parquet_output() -> None:
+    with pytest.raises(PolarsTransformError, match='must return a DataFrame or Series'):
+        run_polars_transform(
+            make_transform('alt.Chart(df)'),
+            iter([SQLResult(header=['id'], rows=[(1,)])]),
+            'chart.parquet',
+            image_protocol='iterm2',
+        )
+
+
 def test_prepare_polars_transform_supports_direct_parquet_output(monkeypatch: pytest.MonkeyPatch) -> None:
     monkeypatch.setattr('mycli.packages.polars_transform._load_polars', lambda: FakePolars)