James McCool
commited on
Commit
·
f738bbd
1
Parent(s):
be3b754
Implement error handling for column dropping in data retrieval for Streamlit app
Browse files- Added try-except blocks to handle potential errors when dropping the '_id' column from various data tables.
- Ensured that if an error occurs, the original DataFrame is returned, maintaining data integrity across different tables.
- src/streamlit_app.py +52 -13
src/streamlit_app.py
CHANGED
@@ -102,31 +102,70 @@ def init_baselines():
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df = pd.DataFrame(cursor)
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if table == 'Bullpen_Data':
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-
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elif table == 'Hitter_Agg_Merge':
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elif table == 'Hitter_Long_Merge':
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elif table == 'Hitter_Short_Merge':
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-
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elif table == 'Pitcher_Agg_Merge':
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-
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elif table == 'Pitcher_Long_Merge':
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elif table == 'Pitcher_Short_Merge':
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-
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elif table == 'Slate_Hitters_Merge':
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elif table == 'Slate_Teams_Merge':
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-
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elif table == 'Starting_Pitchers':
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-
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elif table == 'True_AVG_Split':
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-
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elif table == 'Pitcher_Info':
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-
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elif table == 'Hitter_Info':
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-
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return bp_data, hitter_agg, hitter_long, hitter_short, pitcher_agg, pitcher_long, pitcher_short, slate_hitters, slate_team, starting_pitchers, true_avg_split, pitcher_info, hitter_info
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df = pd.DataFrame(cursor)
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if table == 'Bullpen_Data':
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try:
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bp_data = df.drop(columns = ['_id'])
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except:
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bp_data = df
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elif table == 'Hitter_Agg_Merge':
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try:
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hitter_agg = df.drop(columns = ['_id'])
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except:
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hitter_agg = df
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elif table == 'Hitter_Long_Merge':
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try:
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hitter_long = df.drop(columns = ['_id'])
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except:
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hitter_long = df
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elif table == 'Hitter_Short_Merge':
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try:
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hitter_short = df.drop(columns = ['_id'])
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except:
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hitter_short = df
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elif table == 'Pitcher_Agg_Merge':
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try:
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pitcher_agg = df.drop(columns = ['_id'])
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except:
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pitcher_agg = df
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elif table == 'Pitcher_Long_Merge':
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try:
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pitcher_long = df.drop(columns = ['_id'])
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except:
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pitcher_long = df
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elif table == 'Pitcher_Short_Merge':
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try:
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pitcher_short = df.drop(columns = ['_id'])
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except:
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pitcher_short = df
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elif table == 'Slate_Hitters_Merge':
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try:
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slate_hitters = df.drop(columns = ['_id'])
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except:
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slate_hitters = df
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elif table == 'Slate_Teams_Merge':
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try:
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slate_team = df.drop(columns = ['_id'])
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except:
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slate_team = df
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elif table == 'Starting_Pitchers':
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try:
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starting_pitchers = df.drop(columns = ['_id'])
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except:
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starting_pitchers = df
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elif table == 'True_AVG_Split':
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try:
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true_avg_split = df.drop(columns = ['_id'])
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except:
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true_avg_split = df
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elif table == 'Pitcher_Info':
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try:
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pitcher_info = df.drop(columns = ['_id'])
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except:
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pitcher_info = df
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elif table == 'Hitter_Info':
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try:
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hitter_info = df.drop(columns = ['_id'])
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except:
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hitter_info = df
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return bp_data, hitter_agg, hitter_long, hitter_short, pitcher_agg, pitcher_long, pitcher_short, slate_hitters, slate_team, starting_pitchers, true_avg_split, pitcher_info, hitter_info
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