From b72906a6c71393a80b2089089b1e46755f07dd64 Mon Sep 17 00:00:00 2001
From: sofiane87 <sofiane-mahiou@hotmail.fr>
Date: Sat, 2 Nov 2019 10:59:47 +0000
Subject: [PATCH 1/4] TST: Adding DataFrame.to_dict(orient=records) numeric
 consistency test [Ref #22620]

---
 pandas/tests/frame/test_convert_to.py | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/pandas/tests/frame/test_convert_to.py b/pandas/tests/frame/test_convert_to.py
index 17edd48e36563..78958cd90e2f4 100644
--- a/pandas/tests/frame/test_convert_to.py
+++ b/pandas/tests/frame/test_convert_to.py
@@ -612,3 +612,11 @@ def test_to_dict_wide(self):
         result = df.to_dict("records")[0]
         expected = {"A_{:d}".format(i): i for i in range(256)}
         assert result == expected
+
+    def test_to_dict_orient_dtype(self):
+        # https://github.com/pandas-dev/pandas/issues/22620
+        input_data = {'a': [1, 2, 3], 'b': [1.0, 2.0, 3.0], 'c': ['X', 'Y', 'Z']}
+        df = DataFrame(input_data)
+        result = {col: type(value) for col, value in df.to_dict('records')[0].items()}
+        expected = {col: type(data[0]) for col, data in input_data.items()}
+        assert result == expected

From 2f26ed25dec2fc137ea0697cf3cedf0519807efc Mon Sep 17 00:00:00 2001
From: sofiane87 <sofiane-mahiou@hotmail.fr>
Date: Sat, 2 Nov 2019 11:08:03 +0000
Subject: [PATCH 2/4] Pandas black correction

---
 pandas/tests/frame/test_convert_to.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pandas/tests/frame/test_convert_to.py b/pandas/tests/frame/test_convert_to.py
index 78958cd90e2f4..972e175b5eb70 100644
--- a/pandas/tests/frame/test_convert_to.py
+++ b/pandas/tests/frame/test_convert_to.py
@@ -615,8 +615,8 @@ def test_to_dict_wide(self):
 
     def test_to_dict_orient_dtype(self):
         # https://github.com/pandas-dev/pandas/issues/22620
-        input_data = {'a': [1, 2, 3], 'b': [1.0, 2.0, 3.0], 'c': ['X', 'Y', 'Z']}
+        input_data = {"a": [1, 2, 3], "b": [1.0, 2.0, 3.0], "c": ["X", "Y", "Z"]}
         df = DataFrame(input_data)
-        result = {col: type(value) for col, value in df.to_dict('records')[0].items()}
+        result = {col: type(value) for col, value in df.to_dict("records")[0].items()}
         expected = {col: type(data[0]) for col, data in input_data.items()}
         assert result == expected

From 61f9cd7f32f77d25195932e7cbca163cff0ce5cb Mon Sep 17 00:00:00 2001
From: sofiane87 <sofiane-mahiou@hotmail.fr>
Date: Sat, 2 Nov 2019 12:40:17 +0000
Subject: [PATCH 3/4] simplifying test

---
 pandas/tests/frame/test_convert_to.py | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/pandas/tests/frame/test_convert_to.py b/pandas/tests/frame/test_convert_to.py
index 972e175b5eb70..c8584adb2ba43 100644
--- a/pandas/tests/frame/test_convert_to.py
+++ b/pandas/tests/frame/test_convert_to.py
@@ -615,8 +615,16 @@ def test_to_dict_wide(self):
 
     def test_to_dict_orient_dtype(self):
         # https://github.com/pandas-dev/pandas/issues/22620
+        # Input Data
         input_data = {"a": [1, 2, 3], "b": [1.0, 2.0, 3.0], "c": ["X", "Y", "Z"]}
         df = DataFrame(input_data)
-        result = {col: type(value) for col, value in df.to_dict("records")[0].items()}
-        expected = {col: type(data[0]) for col, data in input_data.items()}
+        # Expected Dtypes
+        expected = {"a": int, "b": float, "c": str}
+        # Extracting dtypes out of to_dict operation
+        df_dict = df.to_dict("records")[0]
+        result = {
+            "a": type(df_dict["a"]),
+            "b": type(df_dict["b"]),
+            "c": type(df_dict["c"]),
+        }
         assert result == expected

From 23d886e80592f3618f9490eee45a1ba25382b6ff Mon Sep 17 00:00:00 2001
From: sofiane87 <sofiane-mahiou@hotmail.fr>
Date: Sat, 2 Nov 2019 15:18:24 +0000
Subject: [PATCH 4/4] Test: testing all indices

---
 pandas/tests/frame/test_convert_to.py | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/pandas/tests/frame/test_convert_to.py b/pandas/tests/frame/test_convert_to.py
index c8584adb2ba43..e1dda1411edbd 100644
--- a/pandas/tests/frame/test_convert_to.py
+++ b/pandas/tests/frame/test_convert_to.py
@@ -621,10 +621,10 @@ def test_to_dict_orient_dtype(self):
         # Expected Dtypes
         expected = {"a": int, "b": float, "c": str}
         # Extracting dtypes out of to_dict operation
-        df_dict = df.to_dict("records")[0]
-        result = {
-            "a": type(df_dict["a"]),
-            "b": type(df_dict["b"]),
-            "c": type(df_dict["c"]),
-        }
-        assert result == expected
+        for df_dict in df.to_dict("records"):
+            result = {
+                "a": type(df_dict["a"]),
+                "b": type(df_dict["b"]),
+                "c": type(df_dict["c"]),
+            }
+            assert result == expected