From c20a26c414834bae4aa631bf7789057b36d8f675 Mon Sep 17 00:00:00 2001
From: m4nn2609-dot <m4nn2609@gmail.com>
Date: Wed, 24 Jun 2026 13:38:44 +0530
Subject: [PATCH 1/6] Add dict method for report data conversion

Added a dict method to convert report data to a Python dictionary format.
---
 skrub/_reporting/_table_report.py | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/skrub/_reporting/_table_report.py b/skrub/_reporting/_table_report.py
index db491170f..224c9fc55 100644
--- a/skrub/_reporting/_table_report.py
+++ b/skrub/_reporting/_table_report.py
@@ -439,6 +439,15 @@ def json(self):
         to_remove = ["dataframe", "sample_table"]
         data = {k: v for k, v in self._summary.items() if k not in to_remove}
         return json.dumps(data, cls=JSONEncoder)
+    def dict(self):
+        """Get the report data in Python Dictionary format.
+
+        Returns
+        -------
+        dict :
+            The report data
+        """
+        return json.loads(self.json())
 
     def markdown(self):
         """Get the report as a Markdown string.

From 32eebbb6108c378ab3eb5e1431660ad579df7bad Mon Sep 17 00:00:00 2001
From: m4nn2609-dot <m4nn2609@gmail.com>
Date: Thu, 25 Jun 2026 16:40:41 +0530
Subject: [PATCH 2/6] corrected the formatting mistake

---
 skrub/_reporting/_table_report.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/skrub/_reporting/_table_report.py b/skrub/_reporting/_table_report.py
index 224c9fc55..0768b9628 100644
--- a/skrub/_reporting/_table_report.py
+++ b/skrub/_reporting/_table_report.py
@@ -439,6 +439,7 @@ def json(self):
         to_remove = ["dataframe", "sample_table"]
         data = {k: v for k, v in self._summary.items() if k not in to_remove}
         return json.dumps(data, cls=JSONEncoder)
+        
     def dict(self):
         """Get the report data in Python Dictionary format.
 

From 796a2b1be2ccbd654a942f5791ceb0ab497fed56 Mon Sep 17 00:00:00 2001
From: m4nn2609-dot <m4nn2609@gmail.com>
Date: Thu, 25 Jun 2026 17:04:28 +0530
Subject: [PATCH 3/6] updated the changelog

Added new features to the CHANGES.rst file, including updates on TableReport and SkrubLearner methods.
---
 CHANGES.rst | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/CHANGES.rst b/CHANGES.rst
index ca010cb05..02c140ea7 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -11,6 +11,8 @@ Ongoing development
 
 New Features
 ------------
+- :meth:`TableReport.dict` now allows exporting the report data as a Python 
+  -dictionary. :pr:`2188` by :user:`m4nn2609-dot <m4nn2609-dot>`.
 - New methods :meth:`SkrubLearner.get_named_params` and
   :meth:`SkrubLearner.set_named_params` allow getting and setting the outcomes for
   choices contained in the DataOp, keyed by choice name. It provides a more

From 961d68760b7c2c2fdec6558c2e0442c94723ed53 Mon Sep 17 00:00:00 2001
From: m4nn2609-dot <m4nn2609@gmail.com>
Date: Thu, 25 Jun 2026 17:08:36 +0530
Subject: [PATCH 4/6] Update CHANGES.rst to fix formatting issue

---
 CHANGES.rst | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/CHANGES.rst b/CHANGES.rst
index 02c140ea7..51935540d 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -11,8 +11,7 @@ Ongoing development
 
 New Features
 ------------
-- :meth:`TableReport.dict` now allows exporting the report data as a Python 
-  -dictionary. :pr:`2188` by :user:`m4nn2609-dot <m4nn2609-dot>`.
+- :meth:`TableReport.dict` now allows exporting the report data as a Python dictionary. :pr:`2188` by :user:`m4nn2609-dot <m4nn2609-dot>`.
 - New methods :meth:`SkrubLearner.get_named_params` and
   :meth:`SkrubLearner.set_named_params` allow getting and setting the outcomes for
   choices contained in the DataOp, keyed by choice name. It provides a more

From 7818641b64ed2e92872715dcfc3cdcc146e8479e Mon Sep 17 00:00:00 2001
From: m4nn2609-dot <m4nn2609@gmail.com>
Date: Thu, 25 Jun 2026 17:48:58 +0530
Subject: [PATCH 5/6] Add test for TableReport dict method

---
 skrub/_reporting/tests/test_table_report.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/skrub/_reporting/tests/test_table_report.py b/skrub/_reporting/tests/test_table_report.py
index 6ad36ab30..03ad7545b 100644
--- a/skrub/_reporting/tests/test_table_report.py
+++ b/skrub/_reporting/tests/test_table_report.py
@@ -674,3 +674,8 @@ def test_column_filters_fail(df_module, filter, expected, match):
     )
     with pytest.raises(expected, match=match):
         TableReport(df, column_filters=filter)
+
+
+def test_table_report_dict(air_quality):
+    report = TableReport(air_quality)
+    assert report.dict() == json.loads(report.json())

From bc185e1163b31b51ae46557393591c9fc175366c Mon Sep 17 00:00:00 2001
From: m4nn2609-dot <m4nn2609@gmail.com>
Date: Thu, 25 Jun 2026 19:41:19 +0530
Subject: [PATCH 6/6] Remove trailing whitespace from _table_report.py

---
 skrub/_reporting/_table_report.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/skrub/_reporting/_table_report.py b/skrub/_reporting/_table_report.py
index 0768b9628..fcfab4736 100644
--- a/skrub/_reporting/_table_report.py
+++ b/skrub/_reporting/_table_report.py
@@ -439,7 +439,7 @@ def json(self):
         to_remove = ["dataframe", "sample_table"]
         data = {k: v for k, v in self._summary.items() if k not in to_remove}
         return json.dumps(data, cls=JSONEncoder)
-        
+
     def dict(self):
         """Get the report data in Python Dictionary format.