Scrapegraph-ai/scrapegraphai/utils/convert_to_csv.py

50 lines
1.7 KiB
Python

"""
Module that given a filename and a position saves the file in the csv format
"""
import os
import sys
import pandas as pd
def convert_to_csv(data: dict, filename: str, position: str = None):
"""
Converts a dictionary to a CSV file and saves it.
Args:
data (dict): Data to be converted to CSV.
position (str): Optional path where the file should be saved. If not provided,
the directory of the caller script will be used.
Raises:
FileNotFoundError: If the specified directory does not exist.
PermissionError: If the program lacks write permission for the directory.
TypeError: If the input data is not a dictionary.
Exception: For other potential errors during DataFrame creation or CSV saving.
"""
if ".csv" in filename:
filename = filename.replace(".csv", "") # Remove .csv extension
# Get the directory of the caller script if position is not provided
if position is None:
caller_dir = os.path.dirname(os.path.abspath(sys.argv[0]))
position = caller_dir
try:
if not isinstance(data, dict):
raise TypeError("Input data must be a dictionary")
os.makedirs(position, exist_ok=True) # Create directory if needed
df = pd.DataFrame.from_dict(data, orient='index')
df.to_csv(os.path.join(position, f"{filename}.csv"), index=False)
except FileNotFoundError as fnfe:
raise FileNotFoundError(
f"The specified directory '{position}' does not exist.") from fnfe
except PermissionError as pe:
raise PermissionError(
f"You don't have permission to write to '{position}'.") from pe
except Exception as e:
raise e # Re-raise other potential errors