mirror of
https://github.com/thilobillerbeck/dotfiles.git
synced 2024-11-22 16:08:50 +01:00
24 lines
No EOL
820 B
Python
24 lines
No EOL
820 B
Python
#!/usr/bin/env python3
|
|
|
|
import pandas as pd
|
|
import sys
|
|
from pathlib import Path
|
|
|
|
df = pd.read_csv(sys.argv[1])
|
|
|
|
df = df.drop(columns=['User', 'Email', 'Billable', 'Tags', 'Amount ()', 'Start time', 'End date', 'End time'])
|
|
df['Duration'] = pd.to_timedelta(df['Duration'])
|
|
df['Start date'] = pd.to_datetime(df['Start date'])
|
|
df['duration_dec'] = df['Duration'].dt.total_seconds() / 3600
|
|
df.rename(columns={
|
|
'Project': 'project',
|
|
'Description': 'description',
|
|
'Start date': 'day',
|
|
'Duration': 'duration'
|
|
}, inplace=True)
|
|
|
|
df = df.groupby(['project','description','day'], as_index=False).agg({'duration': 'sum'})
|
|
df['duration'] = round(df['duration'].dt.total_seconds() / 60 / 60, 2)
|
|
print("Total hours are: ", round(df['duration'].sum(), 2))
|
|
|
|
df.to_csv(Path(sys.argv[1]).stem + '-grouped.csv', index=False) |