From c405539ad7877d1043ffe419a53251b17007d888 Mon Sep 17 00:00:00 2001 From: Mandeep Singh <135956602+MannCode@users.noreply.github.com> Date: Sat, 24 Feb 2024 23:59:19 -0330 Subject: [PATCH 1/2] issue #11150 Ensure explicit column selection and data type setting in data reading process. --- machine_learning/sequential_minimum_optimization.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/machine_learning/sequential_minimum_optimization.py b/machine_learning/sequential_minimum_optimization.py index 9ee8c52fb2e9..c72c6d0c0cfe 100644 --- a/machine_learning/sequential_minimum_optimization.py +++ b/machine_learning/sequential_minimum_optimization.py @@ -463,7 +463,11 @@ def test_cancel_data(): with open(r"cancel_data.csv", "w") as f: f.write(content) - data = pd.read_csv(r"cancel_data.csv", header=None) + data = pd.read_csv( + "cancel_data.csv", + header=None, + dtype={0: str} # Assuming the first column contains string data + ) # 1: pre-processing data del data[data.columns.tolist()[0]] From c9fb93ef0157b8f76955cb6881475fc9b3ec9c14 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 25 Feb 2024 03:33:05 +0000 Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- machine_learning/sequential_minimum_optimization.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/machine_learning/sequential_minimum_optimization.py b/machine_learning/sequential_minimum_optimization.py index c72c6d0c0cfe..b7416bc000aa 100644 --- a/machine_learning/sequential_minimum_optimization.py +++ b/machine_learning/sequential_minimum_optimization.py @@ -466,7 +466,7 @@ def test_cancel_data(): data = pd.read_csv( "cancel_data.csv", header=None, - dtype={0: str} # Assuming the first column contains string data + dtype={0: str}, # Assuming the first column contains string data ) # 1: pre-processing data