From 405ea96a047eec1436858128665005f5e00109fa Mon Sep 17 00:00:00 2001
From: e-strauss <elias.strauss@tu-berlin.de>
Date: Thu, 29 Jan 2026 18:50:16 +0100
Subject: [PATCH] [MINOR] Latest auto-generated python builtins + documentation

---
 .../operator/algorithms/scaleRobustApply.rst  | 25 ++++++++++
 .../systemds/operator/algorithm/__init__.py   |  2 +
 .../algorithm/builtin/scaleRobustApply.py     | 50 +++++++++++++++++++
 3 files changed, 77 insertions(+)
 create mode 100644 src/main/python/docs/source/api/operator/algorithms/scaleRobustApply.rst
 create mode 100644 src/main/python/systemds/operator/algorithm/builtin/scaleRobustApply.py

diff --git a/src/main/python/docs/source/api/operator/algorithms/scaleRobustApply.rst b/src/main/python/docs/source/api/operator/algorithms/scaleRobustApply.rst
new file mode 100644
index 00000000000..282c68c5aaf
--- /dev/null
+++ b/src/main/python/docs/source/api/operator/algorithms/scaleRobustApply.rst
@@ -0,0 +1,25 @@
+.. -------------------------------------------------------------
+.. 
+.. Licensed to the Apache Software Foundation (ASF) under one
+.. or more contributor license agreements.  See the NOTICE file
+.. distributed with this work for additional information
+.. regarding copyright ownership.  The ASF licenses this file
+.. to you under the Apache License, Version 2.0 (the
+.. "License"); you may not use this file except in compliance
+.. with the License.  You may obtain a copy of the License at
+.. 
+..   http://www.apache.org/licenses/LICENSE-2.0
+.. 
+.. Unless required by applicable law or agreed to in writing,
+.. software distributed under the License is distributed on an
+.. "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+.. KIND, either express or implied.  See the License for the
+.. specific language governing permissions and limitations
+.. under the License.
+.. 
+.. ------------------------------------------------------------
+
+scaleRobustApply
+================
+
+.. autofunction:: systemds.operator.algorithm.scaleRobustApply
\ No newline at end of file
diff --git a/src/main/python/systemds/operator/algorithm/__init__.py b/src/main/python/systemds/operator/algorithm/__init__.py
index e8cb4c04e95..9996c017f6b 100644
--- a/src/main/python/systemds/operator/algorithm/__init__.py
+++ b/src/main/python/systemds/operator/algorithm/__init__.py
@@ -178,6 +178,7 @@
 from .builtin.scale import scale 
 from .builtin.scaleApply import scaleApply 
 from .builtin.scaleMinMax import scaleMinMax 
+from .builtin.scaleRobustApply import scaleRobustApply 
 from .builtin.selectByVarThresh import selectByVarThresh 
 from .builtin.ses import ses 
 from .builtin.setdiff import setdiff 
@@ -377,6 +378,7 @@
  'scale',
  'scaleApply',
  'scaleMinMax',
+ 'scaleRobustApply',
  'selectByVarThresh',
  'ses',
  'setdiff',
diff --git a/src/main/python/systemds/operator/algorithm/builtin/scaleRobustApply.py b/src/main/python/systemds/operator/algorithm/builtin/scaleRobustApply.py
new file mode 100644
index 00000000000..21fd3c7434d
--- /dev/null
+++ b/src/main/python/systemds/operator/algorithm/builtin/scaleRobustApply.py
@@ -0,0 +1,50 @@
+# -------------------------------------------------------------
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+# -------------------------------------------------------------
+
+# Autogenerated By   : src/main/python/generator/generator.py
+# Autogenerated From : scripts/builtin/scaleRobustApply.dml
+
+from typing import Dict, Iterable
+
+from systemds.operator import OperationNode, Matrix, Frame, List, MultiReturn, Scalar
+from systemds.utils.consts import VALID_INPUT_TYPES
+
+
+def scaleRobustApply(X: Matrix,
+                     med: Matrix,
+                     q1: Matrix,
+                     q3: Matrix):
+    """
+     Apply robust scaling using precomputed medians and IQRs
+    
+    
+    
+    :param X: Input feature matrix of shape n-by-m
+    :param med: Column medians (Q2) of shape 1-by-m
+    :param q1: Column first quantiles (Q1) of shape 1-by-m
+    :param q3: Column first quantiles (Q3) of shape 1-by-m
+    :return: Scaled output matrix of shape n-by-m
+    """
+
+    params_dict = {'X': X, 'med': med, 'q1': q1, 'q3': q3}
+    return Matrix(X.sds_context,
+        'scaleRobustApply',
+        named_input_nodes=params_dict)