import polars as pl

entities = ['accounts']#, 'categories', 'months', 'payees', 'transactions', 'scheduled_transactions']

for entity in entities:
   # print(f"Processing entity: {entity}")
   file_path = f'data/base/{entity}.parquet'
   # Read the parquet file into a polars DataFrame
   entity_df = pl.read_parquet(file_path)
   # Print the schema of the DataFrame
   print(f"Schema of {entity} DataFrame:")
   print(entity_df.schema)
   # Display the first few rows of the DataFrame
   print(f"First few rows of {entity} DataFrame:")
   print(entity_df.head())

for entity in entities: 
      # print(f"Processing entity: {entity}")
   file_path = f'data/warehouse/{entity}.parquet'
   # Read the parquet file into a polars DataFrame
   entity_df = pl.read_parquet(file_path)
   # Print the schema of the DataFrame
   print(f"Schema of {entity} DataFrame:")
   print(entity_df.schema)
   # Display the first few rows of the DataFrame
   print(f"First few rows of {entity} DataFrame:")
   with pl.
      print(entity_df)