Hani Park
commited on
Commit
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da0d7cd
1
Parent(s):
fe9b7a0
Fixed summary file type to csv
Browse files
ChAFF_dataset_summary.json → ChAFF_dataset_summary.csv
RENAMED
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File without changes
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correct_dtype.py
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@@ -1,18 +0,0 @@
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import pandas as pd
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import csv
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from pathlib import Path
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data_dir = Path("./data")
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for csv_file in data_dir.glob("*.csv"):
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print(f"Fixing {csv_file.name}")
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df = pd.read_csv(csv_file)
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df["Type"] = df["Type"].fillna("").astype(str)
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df["DatasetName"] = df["DatasetName"].fillna("").astype(str)
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df["ID"] = df["ID"].fillna("").astype(str)
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df["IDType"] = df["IDType"].fillna("").astype(str)
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df["SMILES"] = df["SMILES"].fillna("").astype(str)
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df["AID"] = pd.to_numeric(df["AID"], errors="coerce").astype("Int64")
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df.to_csv(csv_file, index=False, quoting=csv.QUOTE_NONNUMERIC)
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