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e2c8c7f4..56f69c52 100644 --- a/datapackage.md +++ b/datapackage.md @@ -1,5 +1,5 @@ # vega-datasets -`2.11.0` | [GitHub](http://github.com/vega/vega-datasets.git) | 2024-12-21 16:09:47 [UTC] +`2.11.0` | [GitHub](http://github.com/vega/vega-datasets.git) | 2024-12-31 18:32:26 [UTC] Common repository for example datasets used by Vega related projects. BSD-3-Clause license applies only to package code and infrastructure. Users should verify their use of datasets diff --git a/scripts/flights.py b/scripts/flights.py index e2aa86f4..46aac1d4 100644 --- a/scripts/flights.py +++ b/scripts/flights.py @@ -30,7 +30,7 @@ import tomllib import zipfile from collections import defaultdict, deque -from collections.abc import Iterable, Sequence +from collections.abc import Iterable, Mapping, Sequence from functools import cached_property from pathlib import Path from typing import TYPE_CHECKING, Annotated, Literal @@ -43,7 +43,7 @@ if TYPE_CHECKING: import sys - from collections.abc import Iterator, Mapping + from collections.abc import Iterator from typing import Any, ClassVar, LiteralString if sys.version_info >= (3, 13): @@ -63,6 +63,15 @@ def is_extension(obj: Any) -> TypeIs[Extension]: return obj in _get_args(Extension) +type WriteOptions = Mapping[str, Any] + + +def is_write_options(obj: Any) -> TypeIs[WriteOptions]: + return isinstance(obj, Mapping) and ( + len(obj) == 0 or all(isinstance(k, str) for k in obj) + ) + + type Column = Literal[ "date", "time", @@ -394,10 +403,23 @@ class Spec: see ``DateTimeFormat`` doc. columns Columns included in the output. + write_options + Overrides for defaults defined in ``Spec._WRITE_OPTIONS``. """ _PREFIX: ClassVar[Literal["flights-"]] = "flights-" _RANDOM_SEED: ClassVar[Literal[42]] = 42 + _WRITE_OPTIONS: ClassVar[Mapping[Extension, WriteOptions]] = { + ".arrow": {"compression": "uncompressed"}, + ".parquet": {"compression": "zstd", "compression_level": 22}, + ".csv": { + "date_format": None, + "datetime_format": None, + "time_format": None, + "null_value": None, + }, + } + """Default keyword arguments used for each output format.""" def __init__( self, @@ -406,17 +428,19 @@ def __init__( suffix: Extension, dt_format: DateTimeFormat = None, columns: Sequence[Column] = COLUMNS_DEFAULT, + write_options: WriteOptions | None = None, ) -> None: self.range: DateRange = ( range if isinstance(range, DateRange) else DateRange.from_dates(range) ) - n_rows, suffix, dt_format, columns = self._validate( - n_rows, suffix, dt_format, columns + n_rows, suffix, dt_format, columns, write_options = self._validate( + n_rows, suffix, dt_format, columns, write_options ) self.n_rows: Rows = n_rows self.suffix: Extension = suffix self.dt_format: DateTimeFormat = dt_format self.columns: Sequence[Column] = columns + self.write_options: WriteOptions = self._merge_write_options(write_options) @classmethod def from_dict(cls, mapping: Mapping[str, Any], /) -> Spec: @@ -499,26 +523,27 @@ def write(self, df: pl.DataFrame, output_dir: Path, /) -> None: fp.touch() msg = f"Writing {fp.as_posix()!r} ..." logger.info(msg) + kwds = self.write_options match self.suffix: case ".arrow": - df.write_ipc(fp, compression="zstd") + df.with_columns(pl.all().shrink_dtype()).write_ipc(fp, **kwds) case ".csv": - df.write_csv( - fp, - date_format=None, - datetime_format=None, - time_format=None, - null_value=None, - ) + df.write_csv(fp, **kwds) case ".json": df.write_json(fp) case ".parquet": - df.write_parquet(fp, compression="zstd", compression_level=22) + df.write_parquet(fp, **kwds) case _: fp.unlink() msg = f"Unexpected extension {self.suffix!r}" raise NotImplementedError(msg) + def _merge_write_options(self, kwds: WriteOptions, /) -> WriteOptions: + defaults = dict(self._WRITE_OPTIONS.get(self.suffix, {})) + if kwds: + defaults.update(kwds) + return defaults + def _transform_temporal(self, ldf: pl.LazyFrame, /) -> pl.LazyFrame: if not self.dt_format: return ldf @@ -531,8 +556,8 @@ def _transform_temporal(self, ldf: pl.LazyFrame, /) -> pl.LazyFrame: @staticmethod def _validate( - n_rows: Any, suffix: Any, dt_format: Any, columns: Any, / - ) -> tuple[Rows, Extension, DateTimeFormat, Sequence[Column]]: + n_rows: Any, suffix: Any, dt_format: Any, columns: Any, write_options: Any, / + ) -> tuple[Rows, Extension, DateTimeFormat, Sequence[Column], WriteOptions]: if not is_columns(columns): msg = f"`columns` contains unrecognized names:\n{columns!r}" raise TypeError(msg) @@ -561,7 +586,22 @@ def _validate( msg = f"Unexpected extension {suffix!r}" raise TypeError(msg) - return n_rows, suffix, dt_format, columns + if suffix == ".json" and write_options: + msg = ( + f"Keyword arguments are not supported for {pl.DataFrame.write_json.__qualname__!r}.\n" + f"But got: {write_options!r}\n" + ) + raise TypeError(msg) + + write_options = write_options or {} + if not is_write_options(write_options): + msg = ( + f"Expected a mapping of keyword arguments for `write_options`.\n" + f"But got: {type(write_options).__name__!r}" + ) + raise TypeError(msg) + + return n_rows, suffix, dt_format, columns, write_options class SourceMap: