From 2dae7248aafd66126164ff802add5ae06cae70ac Mon Sep 17 00:00:00 2001
From: BlankCheng <913501223@qq.com>
Date: Sat, 18 May 2024 12:53:20 +0800
Subject: [PATCH 1/4] Patch randomness in eval

---
 data/raw/f_243_indraneil.py    |  2 +-
 data/raw/f_245_indraneil.py    |  4 ++++
 data/raw/f_247_indraneil.py    |  2 +-
 data/raw/f_2695_junda_james.py |  5 +++--
 data/raw/f_2724_hanhu.py       | 14 +++++++-------
 data/raw/f_289_indraneil.py    |  4 ++--
 data/raw/f_290_indraneil.py    |  2 +-
 data/raw/f_294_indraneil.py    |  8 ++++----
 data/raw/f_321_indraneil.py    |  2 +-
 data/raw/f_367_jenny.py        | 30 +++++++++++++++++++++++-------
 data/raw/f_541_niklas.py       |  9 ++++++---
 data/raw/f_582_niklas.py       | 34 +++++++++++++++++++++++++---------
 data/raw/f_681_xiaoheng.py     | 32 ++++++++++++++++++++++----------
 13 files changed, 100 insertions(+), 48 deletions(-)

diff --git a/data/raw/f_243_indraneil.py b/data/raw/f_243_indraneil.py
index 28911680..ab36146a 100644
--- a/data/raw/f_243_indraneil.py
+++ b/data/raw/f_243_indraneil.py
@@ -57,7 +57,7 @@ class TestCases(unittest.TestCase):
 
     def setUp(self):
         # Set up the test file path
-        self.temp_dir = tempfile.gettempdir()
+        self.temp_dir = tempfile.mkdtemp()
         self.test_file_path = f"{self.temp_dir}/test_log.json"
     
     def tearDown(self):
diff --git a/data/raw/f_245_indraneil.py b/data/raw/f_245_indraneil.py
index dba44c36..f302734b 100644
--- a/data/raw/f_245_indraneil.py
+++ b/data/raw/f_245_indraneil.py
@@ -61,6 +61,7 @@ def f_1238(obj_list, attr, num_bins=30, seed=0):
 class TestCases(unittest.TestCase):
     def test_case_1(self):
         # Input 1: Simple list of objects with integer values from 0 to 9
+        random.seed(1)
         obj_list = [Object(value=i) for i in range(10)]
         ax = f_1238(obj_list, 'value')
         
@@ -73,6 +74,7 @@ def test_case_1(self):
 
     def test_case_2(self):
         # Input 2: List of objects with random Gaussian values
+        random.seed(2)
         obj_list = [Object() for _ in range(100)]
         ax = f_1238(obj_list, 'value', seed=77)
         
@@ -87,6 +89,7 @@ def test_case_2(self):
         
     def test_case_3(self):
         # Input 3: List of objects with fixed value
+        random.seed(3)
         obj_list = [Object(value=5) for _ in range(50)]
         ax = f_1238(obj_list, 'value', seed=4)
         
@@ -116,6 +119,7 @@ def test_case_4(self):
 
     def test_case_5(self):
         # Input 5: Large list of objects
+        random.seed(5)
         obj_list = [Object(value=random.gauss(0, 5)) for _ in range(1000)]
         ax = f_1238(obj_list, 'value')
         
diff --git a/data/raw/f_247_indraneil.py b/data/raw/f_247_indraneil.py
index 843dedb4..2437a209 100644
--- a/data/raw/f_247_indraneil.py
+++ b/data/raw/f_247_indraneil.py
@@ -28,7 +28,7 @@ def f_247(data, save_plot=False, plot_path=None):
 
     Example:
     >>> import tempfile
-    >>> temp_dir = tempfile.gettempdir()
+    >>> temp_dir = tempfile.mkdtemp()
     >>> f_247([('A', 1, 1, 1), ('B', 2, 2, 2)], save_plot=True, plot_path=f"{temp_dir}/temp_plot.png")[0]
     array([[ 8.66025404e-01,  4.09680598e-17],
            [-8.66025404e-01,  4.09680598e-17]])
diff --git a/data/raw/f_2695_junda_james.py b/data/raw/f_2695_junda_james.py
index 02c4a229..4839778d 100644
--- a/data/raw/f_2695_junda_james.py
+++ b/data/raw/f_2695_junda_james.py
@@ -66,13 +66,14 @@ class TestCases(unittest.TestCase):
     def setUp(self):
         # Create a dummy image for testing
         np.random.seed(42)
-        self.dummy_img_path = os.path.join(tempfile.gettempdir(), 'test_image.jpg')
+        self.dummy_img_path = os.path.join(tempfile.mkdtemp(), 'test_image.jpg')
         dummy_img = np.random.randint(0, 255, (20, 20, 3), dtype=np.uint8)
         cv2.imwrite(self.dummy_img_path, dummy_img)
 
     def tearDown(self):
         # Cleanup the dummy image
-        os.remove(self.dummy_img_path)
+        if os.path.exists(self.dummy_img_path):
+            os.remove(self.dummy_img_path)
 
     def test_valid_input(self):
         def dummy_onpick(event):
diff --git a/data/raw/f_2724_hanhu.py b/data/raw/f_2724_hanhu.py
index 16726fbe..7dd49836 100644
--- a/data/raw/f_2724_hanhu.py
+++ b/data/raw/f_2724_hanhu.py
@@ -5,7 +5,7 @@
 def f_2726(X, y, n_splits, batch_size, epochs):
     """
     Trains a simple neural network on provided data using k-fold cross-validation.
-    The network has one hidden layer with 50 neurons and ReLU activation, and
+    The network has one hidden layer with 20 neurons and ReLU activation, and
     an output layer with sigmoid activation for binary classification.
 
     Parameters:
@@ -13,7 +13,7 @@ def f_2726(X, y, n_splits, batch_size, epochs):
         y (numpy.array): The target data.
         n_splits (int): The number of splits for k-fold cross-validation. Default is 5.
         batch_size (int): The size of the batch used during training. Default is 32.
-        epochs (int): The number of epochs for training the model. Default is 10.
+        epochs (int): The number of epochs for training the model. Default is 1.
 
     Returns:
         list: A list containing the training history of the model for each fold. Each history
@@ -47,7 +47,7 @@ def f_2726(X, y, n_splits, batch_size, epochs):
         y_train, y_test = y[train_index], y[test_index]
 
         model = tf.keras.models.Sequential([
-            tf.keras.layers.Dense(50, activation='relu'),
+            tf.keras.layers.Dense(20, activation='relu'),
             tf.keras.layers.Dense(1, activation='sigmoid')
         ])
 
@@ -70,7 +70,7 @@ def setUp(self):
         self.y = np.random.randint(0, 2, 100)
         self.n_splits = 5
         self.batch_size = 32
-        self.epochs = 10
+        self.epochs = 1
 
     def test_return_type(self):
         """Test that the function returns a list."""
@@ -101,9 +101,9 @@ def test_effect_of_different_batch_sizes(self):
 
     def test_effect_of_different_epochs(self):
         """Test function behavior with different epochs."""
-        for epochs in [5, 20]:
-            result = f_2726(self.X, self.y, self.n_splits, self.batch_size, epochs)
-            self.assertEqual(len(result), self.n_splits)  # Validating function execution
+        epochs=5
+        result = f_2726(self.X, self.y, self.n_splits, self.batch_size, epochs)
+        self.assertEqual(len(result), self.n_splits)  # Validating function execution
 
 
 def run_tests():
diff --git a/data/raw/f_289_indraneil.py b/data/raw/f_289_indraneil.py
index 573a6531..42c50005 100644
--- a/data/raw/f_289_indraneil.py
+++ b/data/raw/f_289_indraneil.py
@@ -23,7 +23,7 @@ def f_289(file_path, regex_pattern=r'\(.+?\)|\w+|[\W_]+'):
     
     Example:
     >>> import tempfile
-    >>> temp_dir = tempfile.gettempdir()
+    >>> temp_dir = tempfile.mkdtemp()
     >>> file_path = os.path.join(temp_dir, 'data.csv')
     >>> with open(file_path, 'w', newline='') as file:
     ...     writer = csv.writer(file)
@@ -52,7 +52,7 @@ def f_289(file_path, regex_pattern=r'\(.+?\)|\w+|[\W_]+'):
 
 
 class TestCases(unittest.TestCase):
-    base_tmp_dir = tempfile.gettempdir()
+    base_tmp_dir = tempfile.mkdtemp()
     test_data_dir = f"{base_tmp_dir}/test"
 
     def setUp(self):
diff --git a/data/raw/f_290_indraneil.py b/data/raw/f_290_indraneil.py
index 2930f0aa..e4c91b4f 100644
--- a/data/raw/f_290_indraneil.py
+++ b/data/raw/f_290_indraneil.py
@@ -22,7 +22,7 @@ def f_290(file_path: str, regex_pattern=r'\(.+?\)|\w') -> dict:
     
     Example:
     >>> import tempfile
-    >>> temp_dir = tempfile.gettempdir()
+    >>> temp_dir = tempfile.mkdtemp()
     >>> file_path = os.path.join(temp_dir, 'sample_data.json')
     >>> with open(file_path, 'w') as file:
     ...     json.dump({'content': 'This is a (sample) text with some (matches) and characters.'}, file)
diff --git a/data/raw/f_294_indraneil.py b/data/raw/f_294_indraneil.py
index 8863274b..3486e76e 100644
--- a/data/raw/f_294_indraneil.py
+++ b/data/raw/f_294_indraneil.py
@@ -54,7 +54,7 @@ class TestCases(unittest.TestCase):
 
     def setUp(self):
         self.extensions = ['*.txt', '*.md', '*.csv']
-        self.base_tmp_dir = tempfile.gettempdir()
+        self.base_tmp_dir = tempfile.mkdtemp()
         self.test_directory = f"{self.base_tmp_dir}/test/"
         os.makedirs(self.test_directory, exist_ok=True)
 
@@ -70,9 +70,9 @@ def setUp(self):
         # Write the sample data to files
         for filename, content in sample_files_data.items():
             with (
-                open(os.path.join(self.test_directory, filename), 'w')
-                if os.path.exists(os.path.join(self.test_directory, filename))
-                else open(os.path.join(self.test_directory, filename), 'x')
+                    open(os.path.join(self.test_directory, filename), 'w')
+                    if os.path.exists(os.path.join(self.test_directory, filename))
+                    else open(os.path.join(self.test_directory, filename), 'x')
             ) as file:
                 file.write(content)
         return super().setUp()
diff --git a/data/raw/f_321_indraneil.py b/data/raw/f_321_indraneil.py
index 82209d0b..ec79d78d 100644
--- a/data/raw/f_321_indraneil.py
+++ b/data/raw/f_321_indraneil.py
@@ -48,7 +48,7 @@ def f_321(file_path):
 class TestCases(unittest.TestCase):
     def setUp(self):
         # Preparing sample JSON data for testing
-        self.base_tmp_dir = tempfile.gettempdir()
+        self.base_tmp_dir = tempfile.mkdtemp()
         self.test_data_folder = f"{self.base_tmp_dir}/test"
         os.makedirs(self.test_data_folder, exist_ok=True)
 
diff --git a/data/raw/f_367_jenny.py b/data/raw/f_367_jenny.py
index a4079cd0..e22f1e8b 100644
--- a/data/raw/f_367_jenny.py
+++ b/data/raw/f_367_jenny.py
@@ -6,7 +6,7 @@ def f_367(file_path="data.csv", columns=["A", "B", "C"]):
     """
     Read a CSV file into a Pandas DataFrame, convert numeric values into floats,and draw a line chart of data in the specified columns.
     In addition, compute the cube-root of the data.
-    
+
     Parameters:
     - file_path (str): Path to the CSV file. Default is 'data.csv'.
     - columns (list of str): List of column names from the data to plot.
@@ -17,7 +17,7 @@ def f_367(file_path="data.csv", columns=["A", "B", "C"]):
         - DataFrame: A pandas DataFrame of the data in the CSV file.
         - Axes: A matplotlib Axes object showing the plotted data.
         - Series: A pandas Series containing the cube-root of the data.
-        
+
     Requirements:
     - pandas
     - numpy
@@ -31,7 +31,7 @@ def f_367(file_path="data.csv", columns=["A", "B", "C"]):
     >>> ax
     <matplotlib.axes._subplots.AxesSubplot object at 0x7f24b00f4a90>
     >>> croot
-    0    1.0    
+    0    1.0
     """
     df = pd.read_csv(file_path, dtype=float)
     ax = df[columns].plot()
@@ -46,6 +46,11 @@ def f_367(file_path="data.csv", columns=["A", "B", "C"]):
 import os
 
 
+def round_dict(d, digits):
+    return {k: {i: round(v, digits) for i, v in subdict.items()} for k, subdict in
+            d.items()}
+
+
 class TestCases(unittest.TestCase):
     def setUp(self):
         self.test_dir = tempfile.TemporaryDirectory()
@@ -87,8 +92,13 @@ def test_case_1(self):
         self.assertTrue((df["A"].tolist() == [1, 2, 3]))
         self.assertTrue((df["B"].tolist() == [4, 5, 6]))
         self.assertTrue((df["C"].tolist() == [7, 8, 9]))
-        self.assertEqual(croot.to_dict(), {'A': {0: 1.0, 1: 1.2599210498948734, 2: 1.4422495703074083}, 'B': {0: 1.5874010519681996, 1: 1.7099759466766968, 2: 1.8171205928321394}, 'C': {0: 1.9129311827723894, 1: 2.0, 2: 2.080083823051904}})
-        
+        rounded_croot = round_dict(croot.to_dict(), 6)
+        self.assertEqual(rounded_croot,
+                         {'A': {0: 1.0, 1: 1.259921, 2: 1.44225},
+                          'B': {0: 1.587401, 1: 1.709976,
+                                2: 1.817121},
+                          'C': {0: 1.912931, 1: 2.0, 2: 2.080084}})
+
     def test_case_2(self):
         file_path = self.temp_files["int"]
         with self.assertRaises(KeyError):
@@ -104,8 +114,14 @@ def test_case_3(self):
         self.assertTrue(df["IntColumn"].equals(pd.Series([1.0, 2.0, 3.0])))
         self.assertTrue(df["FloatColumn"].equals(pd.Series([1.1, 2.2, 3.3])))
         self.assertTrue(df["StringColumn"].equals(pd.Series([4.0, 5.0, 6.0])))
-        self.assertEqual(croot.to_dict(), {'IntColumn': {0: 1.0, 1: 1.2599210498948734, 2: 1.4422495703074083}, 'FloatColumn': {0: 1.0322801154563672, 1: 1.300591446851387, 2: 1.4888055529538275}, 'StringColumn': {0: 1.5874010519681996, 1: 1.7099759466766968, 2: 1.8171205928321394}})
-        
+        rounded_croot = round_dict(croot.to_dict(), 6)
+        self.assertEqual(rounded_croot, {
+            'IntColumn': {0: 1.0, 1: 1.259921, 2: 1.44225},
+            'FloatColumn': {0: 1.03228, 1: 1.300591,
+                            2: 1.488806},
+            'StringColumn': {0: 1.587401, 1: 1.709976,
+                             2: 1.817121}})
+
     def test_case_4(self):
         file_path = self.temp_files["varied_invalid"]
         with self.assertRaises(Exception):
diff --git a/data/raw/f_541_niklas.py b/data/raw/f_541_niklas.py
index 667d1144..db64f322 100644
--- a/data/raw/f_541_niklas.py
+++ b/data/raw/f_541_niklas.py
@@ -53,6 +53,9 @@ def run_tests():
     runner.run(suite)
 
 class TestCases(unittest.TestCase):
+    def setUp(self) -> None:
+        np.random.seed(42)
+
     def test_case_1(self):
         df = pd.DataFrame(np.random.randn(10, 3), columns=['a', 'b', 'c'])
         df = f_541(df, ['a', 'b'])
@@ -60,9 +63,9 @@ def test_case_1(self):
         self.assertTrue('a' in df.columns)
         self.assertTrue('b' in df.columns)
         self.assertTrue('c' in df.columns)
-        self.assertTrue(np.all(df['a'] >= -3) and np.all(df['a'] <= 3))
-        self.assertTrue(np.all(df['b'] >= -3) and np.all(df['b'] <= 3))
-        self.assertTrue(np.all(df['c'] >= -3) and np.all(df['c'] <= 3))
+        self.assertTrue(np.all(df['a'] >= -5) and np.all(df['a'] <= 5))
+        self.assertTrue(np.all(df['b'] >= -5) and np.all(df['b'] <= 5))
+        self.assertTrue(np.all(df['c'] >= -5) and np.all(df['c'] <= 5))
 
     def test_case_2(self):
         df = pd.DataFrame({'a': [0, 0, 0], 'b': [0, 0, 0], 'c': [0, 0, 0]})
diff --git a/data/raw/f_582_niklas.py b/data/raw/f_582_niklas.py
index 60029a2b..0cece271 100644
--- a/data/raw/f_582_niklas.py
+++ b/data/raw/f_582_niklas.py
@@ -1,13 +1,16 @@
 import pandas as pd
 from sklearn.cluster import KMeans
 
-def f_582(x_list, y_list):
+
+def f_582(x_list, y_list, n_clusters=2, random_state=0):
     """
     Perform K-Means clustering on the given data by first turning it into a DataFrame with two columns "x" and "y" and then return the labels and centroids.
 
     Parameters:
     - x_list (list): List of data corresponding to 'x'
     - y_list (list): List of data corresponding to 'y'
+    - n_clusters (int): Number of clusters to form, default to 2
+    - random_state (int): Initial random state of k-means, default to 0
 
     Returns:
     tuple: The labels and centroids as numpy arrays.
@@ -20,23 +23,31 @@ def f_582(x_list, y_list):
 
     Example:
     >>> df = pd.DataFrame({'x': [1, 2, 3, 4, 5, 6], 'y': [2, 3, 4, 5, 6, 7]})
-    >>> labels, centroids = f_582([1, 2, 3, 4, 5, 6], [2, 3, 4, 5, 6, 7])
+    >>> labels, centroids = f_582([1, 2, 3, 4, 5, 6], [2, 3, 4, 5, 6, 7], 2, 0)
     """
     df = pd.DataFrame({'x': x_list, 'y': y_list})
-    kmeans = KMeans(n_clusters=2, random_state=0).fit(df)
+    kmeans = KMeans(n_clusters=n_clusters, random_state=random_state).fit(df)
     return kmeans.labels_, kmeans.cluster_centers_
 
+
 import unittest
 
+
 def run_tests():
     suite = unittest.TestSuite()
     suite.addTest(unittest.makeSuite(TestCases))
     runner = unittest.TextTestRunner()
     runner.run(suite)
 
+
 class TestCases(unittest.TestCase):
+    def setUp(self) -> None:
+        self.random_state = 0
+        self.n_clusters = 2
+
     def test_case_1(self):
-        labels, centroids = f_582([1, 2, 3, 4, 5, 6], [2, 3, 4, 5, 6, 7])
+        labels, centroids = f_582([1, 2, 3, 4, 5, 6], [2, 3, 4, 5, 6, 7],
+                                  self.n_clusters, self.random_state)
         self.assertEqual(labels[0], 0)
         self.assertEqual(labels[1], 0)
         self.assertEqual(labels[2], 0)
@@ -49,7 +60,8 @@ def test_case_1(self):
         self.assertEqual(centroids[1][1], 6.)
 
     def test_case_2(self):
-        labels, centroids = f_582([1, 1, 1, 1, 1, 1], [2, 2, 2, 2, 2, 2])
+        labels, centroids = f_582([1, 1, 1, 1, 1, 1], [2, 2, 2, 2, 2, 2],
+                                  self.n_clusters, self.random_state)
         self.assertEqual(labels[0], 0)
         self.assertEqual(labels[1], 0)
         self.assertEqual(labels[2], 0)
@@ -60,7 +72,8 @@ def test_case_2(self):
         self.assertEqual(centroids[0][1], 2.)
 
     def test_case_3(self):
-        labels, centroids = f_582([1, 2, 3, 4, 5, 6], [2, 2, 2, 2, 2, 2])
+        labels, centroids = f_582([1, 2, 3, 4, 5, 6], [2, 2, 2, 2, 2, 2],
+                                  self.n_clusters, self.random_state)
         self.assertEqual(labels[0], 0)
         self.assertEqual(labels[1], 0)
         self.assertEqual(labels[2], 0)
@@ -73,12 +86,14 @@ def test_case_3(self):
         self.assertEqual(centroids[1][1], 2.)
 
     def test_case_4(self):
-        labels, centroids = f_582([0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0])
+        labels, centroids = f_582([0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0],
+                                  self.n_clusters, self.random_state)
         self.assertEqual(labels[0], 0)
         self.assertEqual(labels[1], 0)
 
     def test_case_5(self):
-        labels, centroids = f_582([1, 2, 3, 4, 5, 6], [1, 2, 3, 4, 5, 6])
+        labels, centroids = f_582([1, 2, 3, 4, 5, 6], [1, 2, 3, 4, 5, 6],
+                                  self.n_clusters, self.random_state)
         self.assertEqual(labels[0], 0)
         self.assertEqual(labels[1], 0)
         self.assertEqual(labels[2], 0)
@@ -90,6 +105,7 @@ def test_case_5(self):
         self.assertEqual(centroids[1][0], 5.)
         self.assertEqual(centroids[1][1], 5.)
 
+
 run_tests()
 if __name__ == "__main__":
-    run_tests()
\ No newline at end of file
+    run_tests()
diff --git a/data/raw/f_681_xiaoheng.py b/data/raw/f_681_xiaoheng.py
index 63c4d544..6ce61012 100644
--- a/data/raw/f_681_xiaoheng.py
+++ b/data/raw/f_681_xiaoheng.py
@@ -5,6 +5,7 @@
 HAND_RANKS = ['2', '3', '4', '5', '6', '7', '8', '9', '10', 'J', 'Q', 'K', 'A']
 SUITS = ['H', 'D', 'C', 'S']
 
+
 def f_681():
     """
     Generate a random poker hand consisting of five cards, and count the frequency of each card rank.
@@ -32,7 +33,6 @@ def f_681():
         Counter({'Q': 2, '2': 1, '5': 1, '4': 1})
     """
 
-    random.seed(42)
     hand = []
     for _ in range(5):
         rank = random.choice(HAND_RANKS)
@@ -44,47 +44,59 @@ def f_681():
 
     return hand, rank_counts
 
+
 import unittest
 from collections import Counter
 
 HAND_RANKS = ['2', '3', '4', '5', '6', '7', '8', '9', '10', 'J', 'Q', 'K', 'A']
 SUITS = ['H', 'D', 'C', 'S']
 
+
 class TestCases(unittest.TestCase):
+    def setUp(self) -> None:
+        random.seed(42)
+
     def test_poker_hand_length(self):
         """Test if the poker hand has 5 cards."""
         hand, rank_counts = f_681()
         self.assertEqual(len(hand), 5, "The poker hand should contain 5 cards.")
-    
+
     def test_card_format(self):
         """Test if each card in the hand is formatted correctly."""
         hand, rank_counts = f_681()
         for card in hand:
-            self.assertIn(len(card), [2, 3], "Each card should be a string of length 2 or 3.")
-            self.assertIn(card[:-1], HAND_RANKS, "The rank of each card should be valid.")
+            self.assertIn(len(card), [2, 3],
+                          "Each card should be a string of length 2 or 3.")
+            self.assertIn(card[:-1], HAND_RANKS,
+                          "The rank of each card should be valid.")
             self.assertIn(card[-1], SUITS, "The suit of each card should be valid.")
-    
+
     def test_rank_counts_type(self):
         """Test if rank_counts is of type Counter."""
         hand, rank_counts = f_681()
-        self.assertIsInstance(rank_counts, Counter, "rank_counts should be a Counter dictionary.")
-    
+        self.assertIsInstance(rank_counts, Counter,
+                              "rank_counts should be a Counter dictionary.")
+
     def test_rank_counts_keys(self):
         """Test if the keys of rank_counts are valid ranks."""
         hand, rank_counts = f_681()
         for rank in rank_counts.keys():
             self.assertIn(rank, HAND_RANKS, "The ranks in rank_counts should be valid.")
-    
+
     def test_rank_counts_values(self):
         """Test if the values of rank_counts are integers."""
         hand, rank_counts = f_681()
         for count in rank_counts.values():
-            self.assertIsInstance(count, int, "The counts in rank_counts should be integers.")
+            self.assertIsInstance(count, int,
+                                  "The counts in rank_counts should be integers.")
+
 
 def run_tests():
     suite = unittest.TestSuite()
     suite.addTest(unittest.makeSuite(TestCases))
     runner = unittest.TextTestRunner()
     runner.run(suite)
+
+
 if __name__ == "__main__":
-    run_tests()
\ No newline at end of file
+    run_tests()

From 7a22a3c97f2118b269e125ee468083cb5affef39 Mon Sep 17 00:00:00 2001
From: BlankCheng <913501223@qq.com>
Date: Sat, 18 May 2024 13:32:36 +0800
Subject: [PATCH 2/4] Update

---
 data/raw/f_889_chien.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/data/raw/f_889_chien.py b/data/raw/f_889_chien.py
index 948ffe6b..4b3cef8f 100644
--- a/data/raw/f_889_chien.py
+++ b/data/raw/f_889_chien.py
@@ -124,7 +124,8 @@ def test_current_date(self):
         Test the function with the current date and time.
         """
         current_date_str = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
-        self.assertEqual(f_889(current_date_str), 0)
+        self.assertTrue(0 <= f_889(current_date_str) <= 2)
+
 
 
 def run_tests():

From 1403837914e6dfe7d34b0042cedcc80d48592e82 Mon Sep 17 00:00:00 2001
From: BlankCheng <913501223@qq.com>
Date: Sat, 18 May 2024 14:04:23 +0800
Subject: [PATCH 3/4] Remove super()

---
 data/raw/f_245_indraneil.py |  2 +-
 data/raw/f_271_indraneil.py |  5 ++---
 data/raw/f_288_indraneil.py |  9 ++++----
 data/raw/f_294_indraneil.py |  2 --
 data/raw/f_298_indraneil.py |  4 +---
 data/raw/f_300_indraneil.py |  9 ++++----
 data/raw/f_304_indraneil.py |  1 -
 data/raw/f_306_indraneil.py |  5 ++---
 data/raw/f_307_indraneil.py |  5 ++---
 data/raw/f_308_indraneil.py |  6 ++---
 data/raw/f_309_indraneil.py | 45 ++++++++++++++++++++-----------------
 data/raw/f_312_indraneil.py |  1 -
 data/raw/f_316_indraneil.py |  5 ++---
 data/raw/f_321_indraneil.py |  5 ++---
 data/raw/f_323_indraneil.py |  5 ++---
 15 files changed, 49 insertions(+), 60 deletions(-)

diff --git a/data/raw/f_245_indraneil.py b/data/raw/f_245_indraneil.py
index f302734b..e272529f 100644
--- a/data/raw/f_245_indraneil.py
+++ b/data/raw/f_245_indraneil.py
@@ -85,7 +85,7 @@ def test_case_2(self):
         self.assertEqual(ax.get_ylabel(), 'Count', "Y-axis label is incorrect.")
         self.assertEqual(sum([p.get_height() for p in ax.patches]), len(obj_list), "Histogram data points do not match input list size.")
         # Check axis data
-        self.assertAlmostEqual(ax.get_xlim()[0], -2.57, delta=0.1, msg="X-axis lower limit is incorrect.")
+        self.assertAlmostEqual(ax.get_xlim()[0], -3.933336166652307, delta=0.1, msg="X-axis lower limit is incorrect.")
         
     def test_case_3(self):
         # Input 3: List of objects with fixed value
diff --git a/data/raw/f_271_indraneil.py b/data/raw/f_271_indraneil.py
index a37f3def..a678288b 100644
--- a/data/raw/f_271_indraneil.py
+++ b/data/raw/f_271_indraneil.py
@@ -76,11 +76,10 @@ def setup_test_directory():
 class TestCases(unittest.TestCase):
     def setUp(self):
         setup_test_directory()
-        super().setUp()
 
     def tearDown(self):
-        shutil.rmtree(TEST_DIR_PATH)
-        super().tearDown()
+        if os.path.exists(TEST_DIR_PATH):
+            shutil.rmtree(TEST_DIR_PATH)
 
     def test_case_1(self):
         # Test with 5 JSON files containing various keys
diff --git a/data/raw/f_288_indraneil.py b/data/raw/f_288_indraneil.py
index a71ddae9..57858c26 100644
--- a/data/raw/f_288_indraneil.py
+++ b/data/raw/f_288_indraneil.py
@@ -52,12 +52,11 @@ def setUp(self) -> None:
         self.temp_dir = f"{self.base_tmp_dir}/test"
         if not os.path.exists(self.temp_dir):
             os.mkdir(self.temp_dir)
-        return super().setUp()
-    
+
     def tearDown(self) -> None:
-        shutil.rmtree(self.base_tmp_dir)
-        return super().tearDown()
-    
+        if os.path.exists(self.base_tmp_dir):
+            shutil.rmtree(self.base_tmp_dir)
+
     def test_case_1(self):
         # Test with the first sample directory
         input_text = {
diff --git a/data/raw/f_294_indraneil.py b/data/raw/f_294_indraneil.py
index 3486e76e..c63ed15d 100644
--- a/data/raw/f_294_indraneil.py
+++ b/data/raw/f_294_indraneil.py
@@ -75,12 +75,10 @@ def setUp(self):
                     else open(os.path.join(self.test_directory, filename), 'x')
             ) as file:
                 file.write(content)
-        return super().setUp()
 
     def tearDown(self):
         if os.path.exists(self.test_directory):
             shutil.rmtree(self.test_directory)
-        return super().tearDown()
 
     def test_case_1(self):
         matched_files = f_294('.*hello.*', self.test_directory, self.extensions)
diff --git a/data/raw/f_298_indraneil.py b/data/raw/f_298_indraneil.py
index e8c10c17..16df19c6 100644
--- a/data/raw/f_298_indraneil.py
+++ b/data/raw/f_298_indraneil.py
@@ -102,12 +102,10 @@ def setUp(self):
                 else open(path, "x")
             ) as file:
                 file.write(content)
-        super().setUp()
 
     def tearDown(self):
         shutil.rmtree(f"{self.base_dir}")
-        super().tearDown()
-    
+
     def test_case_1(self):
         # Testing script1.py that should exit with code 0
         return_code = f_298(self.script_paths[0])
diff --git a/data/raw/f_300_indraneil.py b/data/raw/f_300_indraneil.py
index f6d4e908..bc3bbac8 100644
--- a/data/raw/f_300_indraneil.py
+++ b/data/raw/f_300_indraneil.py
@@ -100,13 +100,12 @@ def setUp(self):
                 file.write(content)
             file_paths.append(file_path)
 
-        return super().setUp()
-    
+
     def tearDown(self):
         # Reset the test folders after each test
-        shutil.rmtree(self.base_tmp_dir, ignore_errors=True)
-        return super().tearDown()
-        
+        if os.path.exists(self.base_tmp_dir):
+            shutil.rmtree(self.base_tmp_dir, ignore_errors=True)
+
     def test_case_1(self):
         """Test basic functionality."""
         # Create some sample files in the source folder
diff --git a/data/raw/f_304_indraneil.py b/data/raw/f_304_indraneil.py
index 070baa1a..c35e5684 100644
--- a/data/raw/f_304_indraneil.py
+++ b/data/raw/f_304_indraneil.py
@@ -54,7 +54,6 @@ class TestCases(unittest.TestCase):
     def tearDown(self) -> None:
         if os.path.exists(self.file_name):
             os.remove(self.file_name)
-        return super().tearDown()
 
     def test_case_1(self):
         # Test with n = 3
diff --git a/data/raw/f_306_indraneil.py b/data/raw/f_306_indraneil.py
index 51395e0f..90dbac70 100644
--- a/data/raw/f_306_indraneil.py
+++ b/data/raw/f_306_indraneil.py
@@ -86,11 +86,10 @@ def setUp(self):
 
         for dir_name in self.dest_dirs.keys():
             os.makedirs(dir_name, exist_ok=True)
-        return super().setUp()
 
     def tearDown(self):
-        shutil.rmtree(self.base_test_dir)
-        return super().tearDown()
+        if os.path.exists(self.base_test_dir):
+            shutil.rmtree(self.base_test_dir)
 
     def test_case_1(self):
         moved_file = f_306(
diff --git a/data/raw/f_307_indraneil.py b/data/raw/f_307_indraneil.py
index 6643c608..e33efa6e 100644
--- a/data/raw/f_307_indraneil.py
+++ b/data/raw/f_307_indraneil.py
@@ -95,11 +95,10 @@ def setUp(self):
 
         with open(os.path.join(self.test_directory, "file2.json"), "w") as file:
             json.dump(self.json_data2, file)
-        super(TestCases, self).setUp()
 
     def tearDown(self):
-        shutil.rmtree(self.test_directory)
-        super(TestCases, self).tearDown()
+        if os.path.exists(self.test_directory):
+            shutil.rmtree(self.test_directory)
 
     def test_case_1(self):
         # Test with the sample directory created
diff --git a/data/raw/f_308_indraneil.py b/data/raw/f_308_indraneil.py
index 5bd0ef9e..f1e64a1a 100644
--- a/data/raw/f_308_indraneil.py
+++ b/data/raw/f_308_indraneil.py
@@ -71,11 +71,9 @@ def setUp(self):
                 doc.add_paragraph(paragraph)
             doc.save(self.test_directory + file_name)
 
-        super(TestCases, self).setUp()
-
     def tearDown(self):
-        shutil.rmtree(self.test_directory)
-        super(TestCases, self).tearDown()
+        if os.path.exists(self.test_directory):
+            shutil.rmtree(self.test_directory)
 
     def read_docx_content(self, file_path):
         doc = Document(file_path)
diff --git a/data/raw/f_309_indraneil.py b/data/raw/f_309_indraneil.py
index 79eec7c9..5739b201 100644
--- a/data/raw/f_309_indraneil.py
+++ b/data/raw/f_309_indraneil.py
@@ -40,7 +40,8 @@ def f_309(directory_path='./xlsx_files/'):
             for row in workbook[sheet].iter_rows():
                 for cell in row:
                     if isinstance(cell.value, str):
-                        cell.value = re.sub(r'(?<=(^|[^\\])(\\\\)*)"', r'\"', cell.value)
+                        cell.value = re.sub(r'(?<=(^|[^\\])(\\\\)*)"', r'\"',
+                                            cell.value)
 
         workbook.save(xlsx_file)
         processed_files += 1
@@ -104,54 +105,58 @@ def setUp(self):
                 sheet = workbook.create_sheet(title=sheet_name)
                 for row in rows:
                     sheet.append(row)
-            workbook.save(filename=os.path.join(self.test_directory, file_info["filename"]))
-
-        super(TestCases, self).setUp()
+            workbook.save(
+                filename=os.path.join(self.test_directory, file_info["filename"]))
 
     def tearDown(self):
         # Remove the test directory
-        shutil.rmtree(self.test_directory)
-        super(TestCases, self).tearDown()
-
+        if os.path.exists(self.test_directory):
+            shutil.rmtree(self.test_directory)
 
     def test_case_1(self):
         # Process the mock Excel files
         processed_files_count = f_309(directory_path=self.test_directory)
-        
+
         # Check the number of processed files
         self.assertEqual(processed_files_count, 3)
-        
+
         # Check the content of file1.xlsx
-        workbook = load_workbook(filename=os.path.join(self.test_directory, "file1.xlsx"))
+        workbook = load_workbook(
+            filename=os.path.join(self.test_directory, "file1.xlsx"))
         sheet = workbook.active
-        self.assertEqual(sheet.cell(row=1, column=3).value, 'This is a \\"test\\" string.')
+        self.assertEqual(sheet.cell(row=1, column=3).value,
+                         'This is a \\"test\\" string.')
         self.assertEqual(sheet.cell(row=2, column=2).value, 'Row with \\"quotes\\"')
         self.assertEqual(sheet.cell(row=2, column=3).value, 'And \\"more\\" quotes.')
-    
+
     def test_case_2(self):
         # Check the content of file2.xlsx
-        workbook = load_workbook(filename=os.path.join(self.test_directory, "file2.xlsx"))
+        workbook = load_workbook(
+            filename=os.path.join(self.test_directory, "file2.xlsx"))
         sheet1 = workbook["Sheet1"]
         self.assertEqual(sheet1.cell(row=1, column=1).value, 'Just a')
-        
+
         sheet2 = workbook["Sheet2"]
-        self.assertEqual(sheet2.cell(row=1, column=2).value, "Another \"quoted\" string.")
-        
+        self.assertEqual(sheet2.cell(row=1, column=2).value,
+                         "Another \"quoted\" string.")
+
     def test_case_3(self):
         # Check the content of file3.xlsx
-        workbook = load_workbook(filename=os.path.join(self.test_directory, "file3.xlsx"))
+        workbook = load_workbook(
+            filename=os.path.join(self.test_directory, "file3.xlsx"))
         sheet = workbook.active
         self.assertEqual(sheet.cell(row=1, column=1).value, 'A simple')
-        
+
     def test_case_4(self):
         # Test with a directory that doesn't exist
         with self.assertRaises(FileNotFoundError):
             f_309(directory_path="/invalid/directory/")
-    
+
     def test_case_5(self):
         # Test with a directory that contains no .xlsx files
         os.makedirs(f"{self.test_directory}/empty_directory/", exist_ok=True)
-        processed_files_count = f_309(directory_path=f"{self.test_directory}/empty_directory/")
+        processed_files_count = f_309(
+            directory_path=f"{self.test_directory}/empty_directory/")
         self.assertEqual(processed_files_count, 0)
 
 
diff --git a/data/raw/f_312_indraneil.py b/data/raw/f_312_indraneil.py
index d9a15a3d..c857d7b0 100644
--- a/data/raw/f_312_indraneil.py
+++ b/data/raw/f_312_indraneil.py
@@ -45,7 +45,6 @@ def f_312(text, n, top_k):
 class TestCases(unittest.TestCase):
     def tearDown(self) -> None:
         plt.close('all')
-        return super().tearDown()
 
     def test_case_1(self):
         # Test with a simple text, bigram (n=2) and top 2 n-grams
diff --git a/data/raw/f_316_indraneil.py b/data/raw/f_316_indraneil.py
index a870f097..3c7f6e4c 100644
--- a/data/raw/f_316_indraneil.py
+++ b/data/raw/f_316_indraneil.py
@@ -66,11 +66,10 @@ def setUp(self):
                 f.write("Dummy content for testing.")
         if os.path.exists(os.path.join(self.test_directory, "Interesting Files")):
             shutil.rmtree(os.path.join(self.test_directory, "Interesting Files"))
-        super(TestCases, self).setUp()
 
     def tearDown(self):
-        shutil.rmtree(self.test_directory)
-        super(TestCases, self).tearDown()
+        if os.path.exists(self.test_directory):
+            shutil.rmtree(self.test_directory)
 
     def test_caae_1(self):
         """Test if only files with 'like' or 'what' in their names are moved."""
diff --git a/data/raw/f_321_indraneil.py b/data/raw/f_321_indraneil.py
index ec79d78d..bdba5054 100644
--- a/data/raw/f_321_indraneil.py
+++ b/data/raw/f_321_indraneil.py
@@ -67,11 +67,10 @@ def write_json_file(file_name, data):
         write_json_file('invalid.json', invalid_json_data)
         write_json_file('empty.json', empty_json_data)
         write_json_file('non_dict_list.json', non_dict_list_json_data)
-        super(TestCases, self).setUp()
 
     def tearDown(self):
-        shutil.rmtree(self.test_data_folder)
-        super(TestCases, self).tearDown()
+        if os.path.exists(self.test_data_folder):
+            shutil.rmtree(self.test_data_folder)
 
     def test_case_1(self):
         file_path = os.path.join(self.test_data_folder, 'valid.json')
diff --git a/data/raw/f_323_indraneil.py b/data/raw/f_323_indraneil.py
index 921d5a0a..77c42118 100644
--- a/data/raw/f_323_indraneil.py
+++ b/data/raw/f_323_indraneil.py
@@ -108,11 +108,10 @@ def setUp(self):
         # Empty directory for testing
         empty_dir = os.path.join(self.test_dir, 'empty_dir')
         os.makedirs(empty_dir, exist_ok=True)
-        super(TestCases, self).setUp()
 
     def tearDown(self):
-        shutil.rmtree(self.test_dir)
-        super(TestCases, self).tearDown()
+        if os.path.exists(self.test_dir):
+            shutil.rmtree(self.test_dir)
 
     def test_with_target_string(self):
         """Test with files containing the target string."""

From bff7f9045bfd40d1f7273c9e9f21cd1f8e88f018 Mon Sep 17 00:00:00 2001
From: BlankCheng <913501223@qq.com>
Date: Sat, 18 May 2024 15:06:16 +0800
Subject: [PATCH 4/4] Fix doctest

---
 data/raw/f_681_xiaoheng.py |   1 +
 debug/f_681_xiaoheng.py    | 103 +++++++++++++++++++++++++++++++++++++
 2 files changed, 104 insertions(+)
 create mode 100644 debug/f_681_xiaoheng.py

diff --git a/data/raw/f_681_xiaoheng.py b/data/raw/f_681_xiaoheng.py
index 6ce61012..5ef264da 100644
--- a/data/raw/f_681_xiaoheng.py
+++ b/data/raw/f_681_xiaoheng.py
@@ -26,6 +26,7 @@ def f_681():
     - random
 
     Example:
+        >>> random.seed(42)
         >>> hand, rank_counts = f_681()
         >>> print(hand)  
         ['QH', '2C', '5D', '4H', 'QH']
diff --git a/debug/f_681_xiaoheng.py b/debug/f_681_xiaoheng.py
new file mode 100644
index 00000000..5ef264da
--- /dev/null
+++ b/debug/f_681_xiaoheng.py
@@ -0,0 +1,103 @@
+from collections import Counter
+import random
+
+# Constants
+HAND_RANKS = ['2', '3', '4', '5', '6', '7', '8', '9', '10', 'J', 'Q', 'K', 'A']
+SUITS = ['H', 'D', 'C', 'S']
+
+
+def f_681():
+    """
+    Generate a random poker hand consisting of five cards, and count the frequency of each card rank.
+
+    The function creates a list of five cards where each card is a string made up of a rank and a suit (e.g., "10H" for Ten of Hearts).
+    It then counts the frequency of each card rank in the hand using a Counter dictionary.
+
+    Parameters:
+    - None
+
+    Returns:
+    tuple: A tuple containing two elements:
+        - hand (list): A list of five cards.
+        - rank_count (counter): A Counter dictionary of card ranks with their frequencies in the hand.
+
+    Requirements:
+    - collections
+    - random
+
+    Example:
+        >>> random.seed(42)
+        >>> hand, rank_counts = f_681()
+        >>> print(hand)  
+        ['QH', '2C', '5D', '4H', 'QH']
+        >>> print(rank_counts)  
+        Counter({'Q': 2, '2': 1, '5': 1, '4': 1})
+    """
+
+    hand = []
+    for _ in range(5):
+        rank = random.choice(HAND_RANKS)
+        suit = random.choice(SUITS)
+        card = f'{rank}{suit}'
+        hand.append(card)
+
+    rank_counts = Counter([card[:-1] for card in hand])
+
+    return hand, rank_counts
+
+
+import unittest
+from collections import Counter
+
+HAND_RANKS = ['2', '3', '4', '5', '6', '7', '8', '9', '10', 'J', 'Q', 'K', 'A']
+SUITS = ['H', 'D', 'C', 'S']
+
+
+class TestCases(unittest.TestCase):
+    def setUp(self) -> None:
+        random.seed(42)
+
+    def test_poker_hand_length(self):
+        """Test if the poker hand has 5 cards."""
+        hand, rank_counts = f_681()
+        self.assertEqual(len(hand), 5, "The poker hand should contain 5 cards.")
+
+    def test_card_format(self):
+        """Test if each card in the hand is formatted correctly."""
+        hand, rank_counts = f_681()
+        for card in hand:
+            self.assertIn(len(card), [2, 3],
+                          "Each card should be a string of length 2 or 3.")
+            self.assertIn(card[:-1], HAND_RANKS,
+                          "The rank of each card should be valid.")
+            self.assertIn(card[-1], SUITS, "The suit of each card should be valid.")
+
+    def test_rank_counts_type(self):
+        """Test if rank_counts is of type Counter."""
+        hand, rank_counts = f_681()
+        self.assertIsInstance(rank_counts, Counter,
+                              "rank_counts should be a Counter dictionary.")
+
+    def test_rank_counts_keys(self):
+        """Test if the keys of rank_counts are valid ranks."""
+        hand, rank_counts = f_681()
+        for rank in rank_counts.keys():
+            self.assertIn(rank, HAND_RANKS, "The ranks in rank_counts should be valid.")
+
+    def test_rank_counts_values(self):
+        """Test if the values of rank_counts are integers."""
+        hand, rank_counts = f_681()
+        for count in rank_counts.values():
+            self.assertIsInstance(count, int,
+                                  "The counts in rank_counts should be integers.")
+
+
+def run_tests():
+    suite = unittest.TestSuite()
+    suite.addTest(unittest.makeSuite(TestCases))
+    runner = unittest.TextTestRunner()
+    runner.run(suite)
+
+
+if __name__ == "__main__":
+    run_tests()