85 lines
2.8 KiB
Python
Executable file
85 lines
2.8 KiB
Python
Executable file
#!/usr/bin/env python
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# Script Name: sanitize-review-count
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import os
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import csv
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import re
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import sys
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from pyfiglet import Figlet
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from halo import Halo
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# Define the paths based on the project details
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PROJECT_ROOT = "/home/ld/mgk-scrapes"
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CURRENT_DATASET = os.path.join(PROJECT_ROOT, "current-data")
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DATA_DIRECTORY = os.path.join(CURRENT_DATASET, ".data")
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STAGE_2_DIRECTORY = os.path.join(DATA_DIRECTORY, "stage-2")
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def sanitize_review_count_data(file_path):
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"""Sanitize review count data in the given CSV file."""
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with open(file_path, 'r') as file:
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reader = csv.reader(file)
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rows = list(reader)
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if not rows:
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return
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headers = rows[0]
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data_rows = rows[1:]
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review_count_pattern = re.compile(r'^-\d{1,3}(?:,\d{3})*$')
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review_count_index = None
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for i, header in enumerate(headers):
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if any(review_count_pattern.match(row[i]) for row in data_rows):
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review_count_index = i
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break
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if review_count_index is None:
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return
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modified_rows = []
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for row in rows:
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if review_count_pattern.match(row[review_count_index]):
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row[review_count_index] = f"({row[review_count_index][1:]})"
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modified_rows.append(row)
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with open(file_path, 'w', newline='') as file:
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writer = csv.writer(file)
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writer.writerows(modified_rows)
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def process_csv_files(stage_directory):
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"""Process all CSV files in the given stage directory to sanitize review count data."""
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for state_dir in os.listdir(stage_directory):
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state_path = os.path.join(stage_directory, state_dir)
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if os.path.isdir(state_path):
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spinner = Halo(text=f'Processing {state_dir}', spinner='dots')
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spinner.start()
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for county_dir in os.listdir(state_path):
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county_path = os.path.join(state_path, county_dir)
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if os.path.isdir(county_path):
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csv_files = [file for file in os.listdir(county_path) if file.endswith('.csv')]
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for file in csv_files:
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file_path = os.path.join(county_path, file)
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sanitize_review_count_data(file_path)
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spinner.succeed(f'Finished processing {state_dir}')
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def main():
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figlet = Figlet(font='slant')
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script_name = "sanitize-review-count".replace("-", " ").title()
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print(figlet.renderText(script_name))
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if not os.path.exists(STAGE_2_DIRECTORY):
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print(f"Error: The directory {STAGE_2_DIRECTORY} does not exist.")
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sys.exit(1)
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print(f"Sanitizing review counts in {STAGE_2_DIRECTORY}...")
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process_csv_files(STAGE_2_DIRECTORY)
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final_spinner = Halo(spinner='dots', color='green')
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final_spinner.start()
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final_spinner.succeed("Review counts sanitized.")
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if __name__ == "__main__":
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main()
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