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Restructure library into record and batch
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Original file line number | Diff line number | Diff line change |
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import gzip | ||
from io import BytesIO | ||
from pathlib import Path | ||
from dataclasses import dataclass | ||
from typing import List, TYPE_CHECKING, Union, Optional | ||
import datetime as dt | ||
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from src.isd.record import Record | ||
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if TYPE_CHECKING: | ||
import pandas as pd | ||
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@dataclass | ||
class Batch: | ||
records: List[Record] | ||
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@classmethod | ||
def from_path(cls, path: Union[str, Path]) -> "Batch": | ||
"""Opens a local ISD file and returns an iterator over its records. | ||
If the path has a .gz extension, this function will assume it has gzip | ||
compression and will attempt to open it using `gzip.open`. | ||
""" | ||
path = Path(path) | ||
if path.suffix == ".gz": | ||
with gzip.open(path) as gzip_file: | ||
return cls([Record.from_string(gzip_line.decode("utf-8")) for gzip_line in gzip_file]) | ||
else: | ||
with open(path) as uncompressed_file: | ||
return cls([Record.from_string(uncompressed_line) for uncompressed_line in uncompressed_file]) | ||
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@classmethod | ||
def from_string(cls, string: Union[str, BytesIO]) -> "Batch": | ||
"""Reads records from a text io stream.""" | ||
if isinstance(string, BytesIO): | ||
string = string.read().decode("utf-8") | ||
return cls([Record.from_string(line) for line in string.splitlines()]) | ||
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def filter_by_datetime(self, start_date: Optional[dt.datetime] = None, end_date: Optional[dt.datetime] = None, | ||
) -> List[Record]: | ||
"""Returns an iterator over records filtered by start and end datetimes (both optional).""" | ||
return [ | ||
record | ||
for record in self.records | ||
if (not start_date or record.datetime() >= start_date) | ||
and (not end_date or record.datetime() < end_date) | ||
] | ||
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def to_df(self) -> "pd.DataFrame": | ||
"""Reads a local ISD file into a DataFrame.""" | ||
import pandas as pd | ||
return pd.DataFrame([record.to_dict() for record in self.records]) |
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