Improve date parsing to reduce errors
Browse files
data_sources/upload_file.py
CHANGED
@@ -4,6 +4,7 @@ import csv
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import json
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import time
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import os
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from utils import TEMP_DIR
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def is_file_done_saving(file_path):
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@@ -63,8 +64,13 @@ def process_data_upload(data_file, session_hash):
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df.columns = df.columns.str.replace('/', '_')
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for column in df.columns:
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if
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-
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if df[column].dtype == 'object' and isinstance(df[column].iloc[0], list):
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df[column] = df[column].explode()
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import json
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import time
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import os
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import re
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from utils import TEMP_DIR
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def is_file_done_saving(file_path):
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df.columns = df.columns.str.replace('/', '_')
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for column in df.columns:
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if type(column) is str:
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pattern = 'year|month|date|day|time'
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if re.search(pattern, column.lower()):
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try:
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df[column] = pd.to_datetime(df[column], infer_datetime_format=True)
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except:
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pass
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if df[column].dtype == 'object' and isinstance(df[column].iloc[0], list):
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df[column] = df[column].explode()
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