Improve date parsing to reduce errors
Browse files
data_sources/upload_file.py
CHANGED
|
@@ -4,6 +4,7 @@ import csv
|
|
| 4 |
import json
|
| 5 |
import time
|
| 6 |
import os
|
|
|
|
| 7 |
from utils import TEMP_DIR
|
| 8 |
|
| 9 |
def is_file_done_saving(file_path):
|
|
@@ -63,8 +64,13 @@ def process_data_upload(data_file, session_hash):
|
|
| 63 |
df.columns = df.columns.str.replace('/', '_')
|
| 64 |
|
| 65 |
for column in df.columns:
|
| 66 |
-
if
|
| 67 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 68 |
if df[column].dtype == 'object' and isinstance(df[column].iloc[0], list):
|
| 69 |
df[column] = df[column].explode()
|
| 70 |
|
|
|
|
| 4 |
import json
|
| 5 |
import time
|
| 6 |
import os
|
| 7 |
+
import re
|
| 8 |
from utils import TEMP_DIR
|
| 9 |
|
| 10 |
def is_file_done_saving(file_path):
|
|
|
|
| 64 |
df.columns = df.columns.str.replace('/', '_')
|
| 65 |
|
| 66 |
for column in df.columns:
|
| 67 |
+
if type(column) is str:
|
| 68 |
+
pattern = 'year|month|date|day|time'
|
| 69 |
+
if re.search(pattern, column.lower()):
|
| 70 |
+
try:
|
| 71 |
+
df[column] = pd.to_datetime(df[column], infer_datetime_format=True)
|
| 72 |
+
except:
|
| 73 |
+
pass
|
| 74 |
if df[column].dtype == 'object' and isinstance(df[column].iloc[0], list):
|
| 75 |
df[column] = df[column].explode()
|
| 76 |
|