#!/usr/bin/env python3
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"""Definition of the HandlerInterface"""
import sys
from abc import ABC, abstractmethod
from pathlib import Path
import pandas as pd
from pyarrow.lib import ArrowInvalid # pylint: disable=no-name-in-module
from ...helpers.click_helpers import recho
from ...helpers.file_tracker import FileTracker
from ...helpers.tmp_handler import TmpHandler
class DataHandlerInterface(ABC):
"""Interface defining methods to read a data file and return the data
as pandas.DataFrame
"""
@abstractmethod
def get_data(self, file_path: Path, no_tmp: bool = True) -> pd.DataFrame:
"""Read the given file and returns the contained data."""
@staticmethod
def get_tmp_data(file_path: Path, no_tmp: bool) -> pd.DataFrame | None:
"""Return temporary data if available"""
try:
tmp_handler = TmpHandler(file_path.parent)
file_tracker = FileTracker(tmp_handler.tmp_dir)
# Check whether the data has already been saved as a parquet file
parquet_file_path = tmp_handler.check_for_tmp_file(file_path, "parquet")
data_file_changed = file_tracker.check_file_changed(file_path)
if parquet_file_path is not None and not data_file_changed and not no_tmp:
return pd.read_parquet(parquet_file_path, engine="pyarrow")
except ArrowInvalid as e:
recho(f"Parquet Error: {e}")
sys.exit(1)
return None
@staticmethod
def write_tmp_file(data: pd.DataFrame, file_path: Path) -> None:
"""Write a pandas Dataframe as parquet file into the temporary directory"""
tmp_handler = TmpHandler(file_path.parent)
parquet_file_name = tmp_handler.get_hash_name(file_path, "parquet")
data.to_parquet((tmp_handler.tmp_dir / parquet_file_name), engine="pyarrow")