From db608a4d87fd49af9b980f761b2058332ccada4f Mon Sep 17 00:00:00 2001 From: Lukas Voegtle <5764745+voegtlel@users.noreply.github.com> Date: Thu, 30 Apr 2026 14:11:05 +0200 Subject: [PATCH 1/5] Add binidx file format loading --- src/megatron/energon/__init__.py | 4 + src/megatron/energon/cache/file_store.py | 8 + src/megatron/energon/dataset_config.py | 22 +- src/megatron/energon/flavors/__init__.py | 6 + src/megatron/energon/flavors/binidx/README.md | 59 ++++++ .../energon/flavors/binidx/__init__.py | 11 + .../energon/flavors/binidx/binidx_dataset.py | 194 ++++++++++++++++++ .../energon/flavors/binidx/binidx_reader.py | 185 +++++++++++++++++ .../energon/flavors/webdataset/metadata.py | 3 + src/megatron/energon/metadataset/loader.py | 6 +- .../energon/metadataset/metadataset_v2.py | 6 +- 11 files changed, 501 insertions(+), 3 deletions(-) create mode 100644 src/megatron/energon/flavors/binidx/README.md create mode 100644 src/megatron/energon/flavors/binidx/__init__.py create mode 100644 src/megatron/energon/flavors/binidx/binidx_dataset.py create mode 100644 src/megatron/energon/flavors/binidx/binidx_reader.py diff --git a/src/megatron/energon/__init__.py b/src/megatron/energon/__init__.py index e5204230..bfe2fc53 100644 --- a/src/megatron/energon/__init__.py +++ b/src/megatron/energon/__init__.py @@ -28,11 +28,13 @@ from megatron.energon.flavors import ( BaseCoreDatasetFactory, BaseWebdatasetFactory, + BinIdxDatasetFactory, CaptioningSample, CaptioningWebdataset, CrudeJsonlDatasetFactory, CrudeSample, CrudeWebdataset, + DefaultBinIdxDatasetFactory, DefaultCrudeJsonlDatasetFactory, DefaultDecoderWebdatasetFactory, DefaultGenericWebdatasetFactory, @@ -118,6 +120,7 @@ "BaseCoreDatasetFactory", "BaseWebdatasetFactory", "basic_sample_keys", + "BinIdxDatasetFactory", "batch_list", "batch_pad_stack", "batch_stack", @@ -137,6 +140,7 @@ "DatasetLoader", "DatasetLoaderInterface", "DecodeFileStore", + "DefaultBinIdxDatasetFactory", "DefaultCrudeJsonlDatasetFactory", "DefaultDecoderWebdatasetFactory", "DefaultGenericWebdatasetFactory", diff --git a/src/megatron/energon/cache/file_store.py b/src/megatron/energon/cache/file_store.py index 2e924206..ae411458 100644 --- a/src/megatron/energon/cache/file_store.py +++ b/src/megatron/energon/cache/file_store.py @@ -6,6 +6,7 @@ from megatron.energon.cache.base import FileStore, FileStoreDecoder, FileStoreWrapper from megatron.energon.epathlib import EPath +from megatron.energon.flavors.binidx.binidx_reader import IBinIdxReader from megatron.energon.flavors.jsonl.ijsonl_reader import IJsonlReader from megatron.energon.flavors.webdataset.config import INDEX_SQLITE_FILENAME, MAIN_FOLDER_NAME from megatron.energon.flavors.webdataset.itar_reader import SqliteITarEntryReader @@ -194,3 +195,10 @@ class JsonlFileStore(IJsonlReader, FileStore[bytes]): def get_path(self) -> str: return str(self.jsonl_path) + + +class BinIdxFileStore(IBinIdxReader, FileStore[bytes]): + """This dataset will directly read entries from a bin-idx file pair.""" + + def get_path(self) -> str: + return str(self.bin_path) diff --git a/src/megatron/energon/dataset_config.py b/src/megatron/energon/dataset_config.py index 68642af0..c4aed038 100644 --- a/src/megatron/energon/dataset_config.py +++ b/src/megatron/energon/dataset_config.py @@ -9,6 +9,7 @@ from megatron.energon.flavors import ( BaseCoreDatasetFactory, CrudeSample, + DefaultBinIdxDatasetFactory, DefaultCrudeJsonlDatasetFactory, StandardWebdatasetFactory, ) @@ -107,6 +108,24 @@ def get_dataset_from_config( worker_config=worker_config, **kwargs, ) + elif ds_type == EnergonDatasetType.BINIDX: + assert sample_type is CrudeSample or sample_type is None, ( + f"Sample type must be CrudeSample for bin-idx datasets, but got {sample_type}" + ) + assert dataset_config is None, ( + f"Dataset config must be None for bin-idx datasets, but got {dataset_config}" + ) + assert split_config is None, ( + f"Split config must be None for bin-idx datasets, but got {split_config}" + ) + + dataset = DefaultBinIdxDatasetFactory( + path, + training=training, + subflavors=subflavors, + worker_config=worker_config, + **kwargs, + ) elif ds_type == EnergonDatasetType.WEBDATASET: if dataset_config is None: dataset_config = "dataset.yaml" @@ -131,7 +150,8 @@ def get_dataset_from_config( raise ValueError("Filesystem datasets are only supported as auxiliary datasets. ") else: raise ValueError( - f"Path {path} does not contain a {MAIN_FOLDER_NAME}/.info.yaml or .info.json file nor is it a jsonl file. " + f"Path {path} does not contain a {MAIN_FOLDER_NAME}/.info.yaml or .info.json file, " + f"nor is it a jsonl or .bin (bin-idx) file. " f"Did you forget to prepare the dataset? Please check the documentation for an introduction to dataset " f"preparation." ) diff --git a/src/megatron/energon/flavors/__init__.py b/src/megatron/energon/flavors/__init__.py index 17ffb4dc..a873c8dc 100644 --- a/src/megatron/energon/flavors/__init__.py +++ b/src/megatron/energon/flavors/__init__.py @@ -7,6 +7,10 @@ Sample, SavableDataset, ) +from megatron.energon.flavors.binidx import ( + BinIdxDatasetFactory, + DefaultBinIdxDatasetFactory, +) from megatron.energon.flavors.captioning import CaptioningSample, CaptioningWebdataset from megatron.energon.flavors.crude import CrudeSample, CrudeWebdataset from megatron.energon.flavors.image import ImageSample, ImageWebdataset @@ -50,11 +54,13 @@ "AVDecoderType", "BaseCoreDatasetFactory", "BaseWebdatasetFactory", + "BinIdxDatasetFactory", "CaptioningSample", "CaptioningWebdataset", "CrudeJsonlDatasetFactory", "CrudeSample", "CrudeWebdataset", + "DefaultBinIdxDatasetFactory", "DefaultCrudeJsonlDatasetFactory", "DefaultDecoderWebdatasetFactory", "DefaultGenericWebdatasetFactory", diff --git a/src/megatron/energon/flavors/binidx/README.md b/src/megatron/energon/flavors/binidx/README.md new file mode 100644 index 00000000..956f350b --- /dev/null +++ b/src/megatron/energon/flavors/binidx/README.md @@ -0,0 +1,59 @@ + +# Bin-Idx Dataset Support for Megatron-Energon + +Adds Megatron-LM's pre-tokenized binary format (`.bin` + `.idx`) as a first-class Energon dataset type, loadable through metadataset YAMLs alongside JSONL and webdataset entries. + +## Usage + +In a metadataset YAML, reference by `.bin` path (the `.idx` is derived automatically): + +```yaml +- path: /data/my_tokens.bin + subflavors: + cook: bin_idx +``` + +No `energon prepare` step needed — bin-idx files already have their own index. + +## Architecture + +Mirrors the JSONL factory pattern exactly: + +| Component | JSONL analog | Bin-Idx | +|---|---|---| +| Reader | `IJsonlReader` | `IBinIdxReader` (`binidx_reader.py`) | +| Factory | `CrudeJsonlDatasetFactory` | `BinIdxDatasetFactory` (`binidx_dataset.py`) | +| Default factory | `DefaultCrudeJsonlDatasetFactory` | `DefaultBinIdxDatasetFactory` | +| File store | `JsonlFileStore` | `BinIdxFileStore` (in `cache/file_store.py`) | +| Detection | `.jsonl` → `JSONL` | `.bin` → `BINIDX` (in `metadata.py`) | +| Dispatch | `dataset_config.py` JSONL branch | `dataset_config.py` BINIDX branch | + +## .idx format (from `megatron/core/datasets/indexed_dataset.py`) + +``` +Header: b"MMIDIDX\x00\x00" (9 bytes) +Version: uint64 (must be 1) +DType: uint8 code (1=u8, 2=i8, 3=i16, 4=i32, 5=i64, 6=f64, 7=f32, 8=u16) +SeqCount: uint64 +DocCount: uint64 +Data: int32[SeqCount] sequence_lengths + int64[SeqCount] sequence_pointers (byte offsets into .bin) + int64[DocCount] document_indices +``` + +The reader mmaps both files. `__getitem__(idx)` reads `sequence_lengths[idx]` tokens at `sequence_pointers[idx]` byte offset from the `.bin` mmap. + +## Files changed + +**New:** +- `megatron/energon/flavors/binidx/__init__.py` +- `megatron/energon/flavors/binidx/binidx_reader.py` +- `megatron/energon/flavors/binidx/binidx_dataset.py` + +**Modified:** +- `megatron/energon/cache/file_store.py` — added `BinIdxFileStore` +- `megatron/energon/flavors/webdataset/metadata.py` — added `BINIDX` enum + `.bin` detection +- `megatron/energon/dataset_config.py` — added BINIDX dispatch +- `megatron/energon/flavors/__init__.py` — exports +- `megatron/energon/__init__.py` — exports diff --git a/src/megatron/energon/flavors/binidx/__init__.py b/src/megatron/energon/flavors/binidx/__init__.py new file mode 100644 index 00000000..aad3e1ed --- /dev/null +++ b/src/megatron/energon/flavors/binidx/__init__.py @@ -0,0 +1,11 @@ +# Copyright (c) 2025, NVIDIA CORPORATION. +# SPDX-License-Identifier: BSD-3-Clause +from megatron.energon.flavors.binidx.binidx_dataset import ( + BinIdxDatasetFactory, + DefaultBinIdxDatasetFactory, +) + +__all__ = [ + "BinIdxDatasetFactory", + "DefaultBinIdxDatasetFactory", +] diff --git a/src/megatron/energon/flavors/binidx/binidx_dataset.py b/src/megatron/energon/flavors/binidx/binidx_dataset.py new file mode 100644 index 00000000..6734be12 --- /dev/null +++ b/src/megatron/energon/flavors/binidx/binidx_dataset.py @@ -0,0 +1,194 @@ +# Copyright (c) 2025, NVIDIA CORPORATION. +# SPDX-License-Identifier: BSD-3-Clause + +import logging +from typing import Any, Callable, Dict, Optional + +import numpy + +from megatron.energon.cache import FileStore +from megatron.energon.epathlib import EPath +from megatron.energon.flavors.base_dataset import ( + BaseCoreDatasetFactory, + SavableDataset, +) +from megatron.energon.flavors.binidx.binidx_reader import IBinIdxReader +from megatron.energon.flavors.crude import CrudeSample +from megatron.energon.flavors.webdataset.base_webdataset import _print_shard_slices +from megatron.energon.flavors.webdataset.sample_loader import ( + RawSampleData, + WebdatasetSampleLoaderDataset, +) +from megatron.energon.flavors.webdataset.sharder import Sharder +from megatron.energon.flavors.webdataset.structs import ( + DatasetSubset, + FilteredSample, + ShardInfo, +) +from megatron.energon.worker import WorkerConfig +from megatron.energon.wrappers.map_dataset import MapDataset + +logger = logging.getLogger(__name__) + + +class BinIdxDatasetFactory( + BaseCoreDatasetFactory[CrudeSample], + Sharder, +): + """ + Factory class for creating a crude dataset from Megatron-LM bin-idx files. + + This factory creates datasets from pre-tokenized binary files (.bin + .idx) + where the .idx file contains sequence offsets and the .bin file contains token data. + The samples are returned as CrudeSample objects containing raw token arrays. + """ + + __sample_type__ = CrudeSample + + path: EPath + + training: bool + worker_config: WorkerConfig + + def __init__( + self, + path: EPath, + *, + training: bool, + worker_config: WorkerConfig, + shuffle_over_epochs: Optional[int] = 1, + parallel_shard_iters: Optional[int] = None, + max_samples_per_sequence: Optional[int] = None, + subset: Optional[DatasetSubset] = None, + part_filter: Optional[Callable[[str], bool]] = None, + ): + """ + Factory for a bin-idx file pair as a crude dataset. + + Args: + path: Path to the .bin file. + training: If true, apply shuffling and loop the dataset. + worker_config: Configuration for the workers. + shuffle_over_epochs: Only effective if training=True. + How many epochs to shuffle over if training. + parallel_shard_iters: Number of parallel opened shards per worker. + max_samples_per_sequence: Maximum number of samples per sequence. + subset: If specified, the dataset will be subsetted. + part_filter: (internal) Function for filtering by dict keys. + """ + assert self.__sample_type__ is not None, f"Class {type(self)} must define __sample_type__" + self.path = EPath(path) + self.paths = [self.path] + self.training = training + self.worker_config = worker_config + self.shuffle_over_epochs = shuffle_over_epochs + self.parallel_shard_iters = parallel_shard_iters + self.max_samples_per_sequence = max_samples_per_sequence + self.subset = subset + self.part_filter = part_filter + if part_filter is None or part_filter("bin"): + self._len = IBinIdxReader.count_samples(self.path) + else: + self._len = 0 + + def __len__(self) -> int: + return self._len + + def build(self, worker_rotation_offset: int = 0) -> SavableDataset[CrudeSample]: + if self.parallel_shard_iters is None: + if self.training: + parallel_shard_iters = 16 + else: + parallel_shard_iters = 1 + else: + parallel_shard_iters = self.parallel_shard_iters + + virtual_shards = [ + ShardInfo( + name=self.path.name, + path=self.path, + count=self._len, + ) + ] + + workers_sample_slice_offsets = self.shard_workers( + virtual_shards, + worker_config=self.worker_config, + max_samples_per_sequence=self.max_samples_per_sequence, + rotation_offset=worker_rotation_offset, + subset=self.subset, + ) + _print_shard_slices(self.worker_config, virtual_shards, workers_sample_slice_offsets) + + reader = IBinIdxReader( + self.path, + index_cache_size=parallel_shard_iters, + ) + + dataset = WebdatasetSampleLoaderDataset( + join_readers=[reader], + workers_sample_slice_offsets=workers_sample_slice_offsets, + worker_config=self.worker_config, + shuffle_over_epochs=self.shuffle_over_epochs if self.training else None, + parallel_slice_iters=parallel_shard_iters, + ) + return MapDataset( + dataset, + self._load_sample_raw, + stateless_map_fn=True, + map_fn_config=self.config, + worker_config=self.worker_config, + ) + + def as_file_store(self) -> "FileStore": + from megatron.energon.cache.file_store import BinIdxFileStore + + return BinIdxFileStore(self.path) + + def _load_sample(self, sample: FilteredSample) -> CrudeSample: + return CrudeSample(sample) + + def _load_sample_raw(self, raw_sample: RawSampleData) -> CrudeSample: + assert len(raw_sample.data) == 1 and raw_sample.data[0] is not None + return self._load_sample(raw_sample.data[0]) + + def config(self) -> Dict[str, Any]: + return dict( + type=type(self).__qualname__, + training=self.training, + _path=str(self.path), + bin_filename=self.path.name, + count=self._len, + shuffle_over_epochs=self.shuffle_over_epochs, + parallel_shard_iters=self.parallel_shard_iters, + max_samples_per_sequence=self.max_samples_per_sequence, + subset=self.subset.config() if self.subset is not None else None, + ) + + def __str__(self): + return f"{type(self).__name__}(path={self.path})" + + +class DefaultBinIdxDatasetFactory(BinIdxDatasetFactory): + """ + Adds subflavors to the sample and decodes token bytes back to a numpy array. + """ + + def __init__(self, path: EPath, *, subflavors: Optional[Dict[str, Any]] = None, **kwargs): + if "decoder" in kwargs: + del kwargs["decoder"] + super().__init__(path, **kwargs) + self.subflavors = subflavors + self._dtype = IBinIdxReader.read_dtype(self.path) + + def _load_sample(self, sample: FilteredSample) -> CrudeSample: + sample["__subflavors__"] = self.subflavors + # Decode token bytes back to numpy array + sample["tokens"] = numpy.frombuffer(sample["tokens"], dtype=self._dtype) + return super()._load_sample(sample) + + def config(self) -> Dict[str, Any]: + return dict( + **super().config(), + subflavors=self.subflavors, + ) diff --git a/src/megatron/energon/flavors/binidx/binidx_reader.py b/src/megatron/energon/flavors/binidx/binidx_reader.py new file mode 100644 index 00000000..a27914e8 --- /dev/null +++ b/src/megatron/energon/flavors/binidx/binidx_reader.py @@ -0,0 +1,185 @@ +# Copyright (c) 2025, NVIDIA CORPORATION. +# SPDX-License-Identifier: BSD-3-Clause + +import os +import struct +from typing import Callable, Generator, Optional, Tuple + +import numpy + +from megatron.energon.epathlib import EPath +from megatron.energon.flavors.webdataset.structs import FilteredSample +from megatron.energon.source_info import SourceInfo + +_INDEX_HEADER = b"MMIDIDX\x00\x00" + +# Dtype codes matching megatron.core.datasets.indexed_dataset.DType +_DTYPE_FROM_CODE = { + 1: numpy.uint8, + 2: numpy.int8, + 3: numpy.int16, + 4: numpy.int32, + 5: numpy.int64, + 6: numpy.float64, + 7: numpy.float32, + 8: numpy.uint16, +} + + +class IBinIdxReader: + """ + Reader for Megatron-LM pre-tokenized binary dataset files (.bin + .idx). + + Satisfies the same duck-typed contract as IJsonlReader: + - __len__() -> int + - __getitem__(idx) -> FilteredSample | None + - close() + + The .idx format (from megatron/core/datasets/indexed_dataset.py): + Header: b"MMIDIDX\\x00\\x00" (9 bytes) + Version: uint64 (must be 1) + DType: uint8 code + SeqCnt: uint64 + DocCnt: uint64 + Then: int32[SeqCnt] sequence_lengths + int64[SeqCnt] sequence_pointers (byte offsets into .bin) + int64[DocCnt] document_indices + """ + + bin_path: EPath + sample_filter: Optional[Callable[[str], bool]] + + def __init__( + self, + bin_path: EPath, + sample_filter: Optional[Callable[[str], bool]] = None, + index_cache_size: int = 5, + ): + self.bin_path = EPath(bin_path) + self.sample_filter = sample_filter + + idx_path = str(self.bin_path).removesuffix(".bin") + ".idx" + + # Parse the .idx header + with open(idx_path, "rb") as f: + header = f.read(9) + assert header == _INDEX_HEADER, f"Bad header in {idx_path}" + + version = struct.unpack(" int: + return self.sequence_count + + def __str__(self) -> str: + return f"IBinIdxReader(bin_path={self.bin_path})" + + def __getitem__(self, idx: int | str) -> FilteredSample | tuple[bytes, SourceInfo] | None: + full_entry_name = False + if isinstance(idx, str): + if idx.endswith(".bin"): + num_idx = idx.removesuffix(".bin") + full_entry_name = True + else: + num_idx = idx + try: + idx = int(num_idx) + except ValueError: + raise ValueError(f"Invalid bin-idx sample key: {idx}") + + key = str(idx) + if self.sample_filter is not None and not self.sample_filter(key): + return None + + # Read token data from .bin via seek+read + byte_offset = int(self.sequence_pointers[idx]) + length = int(self.sequence_lengths[idx]) + byte_length = length * self.dtype_size + + self._bin_file.seek(byte_offset) + token_bytes = self._bin_file.read(byte_length) + + source_info = SourceInfo( + dataset_path=str(self.bin_path), + index=idx, + shard_name=self.bin_path.name, + file_names=(f"{key}.bin",), + ) + + if full_entry_name: + return token_bytes, source_info + + return FilteredSample( + __key__=key, + __shard__=self.bin_path.name, + __restore_key__=("Webdataset", idx), + __sources__=(source_info,), + tokens=token_bytes, + ) + + def list_all_samples(self) -> Generator[Tuple[str, int, int], None, None]: + for i in range(self.sequence_count): + yield str(i), int(self.sequence_lengths[i]) * self.dtype_size, 0 + + def list_all_sample_parts(self) -> Generator[Tuple[str, int, int], None, None]: + for i in range(self.sequence_count): + yield f"{i}.bin", int(self.sequence_lengths[i]) * self.dtype_size, 0 + + def list_sample_parts(self, sample_key: str) -> Generator[Tuple[str, int, int], None, None]: + try: + idx = int(sample_key) + except ValueError: + raise ValueError(f"Invalid bin-idx sample key: {sample_key}") + yield f"{sample_key}.bin", int(self.sequence_lengths[idx]) * self.dtype_size, 0 + + def get_total_size(self) -> int: + return self._bin_size + + def close(self): + self._bin_file.close() + + @staticmethod + def count_samples(bin_path: EPath | str) -> int: + """Read only the sequence count from the .idx header without full mmap.""" + idx_path = str(bin_path).removesuffix(".bin") + ".idx" + with open(idx_path, "rb") as f: + header = f.read(9) + assert header == _INDEX_HEADER, f"Bad header in {idx_path}" + version = struct.unpack(" type: + """Read the dtype from the .idx header.""" + idx_path = str(bin_path).removesuffix(".bin") + ".idx" + with open(idx_path, "rb") as f: + header = f.read(9) + assert header == _INDEX_HEADER, f"Bad header in {idx_path}" + _version = f.read(8) # skip version + dtype_code = struct.unpack(" EnergonDatasetType: if path.is_file(): if path.name.endswith(".jsonl"): return EnergonDatasetType.JSONL + elif path.name.endswith(".bin"): + return EnergonDatasetType.BINIDX elif path.name.endswith(".yaml"): return EnergonDatasetType.METADATASET else: diff --git a/src/megatron/energon/metadataset/loader.py b/src/megatron/energon/metadataset/loader.py index 04cac7c3..4409ac21 100644 --- a/src/megatron/energon/metadataset/loader.py +++ b/src/megatron/energon/metadataset/loader.py @@ -39,7 +39,11 @@ def load_dataset( ) mds.post_initialize() return mds - elif ds_type in (EnergonDatasetType.WEBDATASET, EnergonDatasetType.JSONL): + elif ds_type in ( + EnergonDatasetType.WEBDATASET, + EnergonDatasetType.JSONL, + EnergonDatasetType.BINIDX, + ): ds = DatasetLoader(path=path, **kwargs) ds.post_initialize() return ds diff --git a/src/megatron/energon/metadataset/metadataset_v2.py b/src/megatron/energon/metadataset/metadataset_v2.py index 6f277e95..1572e326 100644 --- a/src/megatron/energon/metadataset/metadataset_v2.py +++ b/src/megatron/energon/metadataset/metadataset_v2.py @@ -307,7 +307,11 @@ def post_initialize(self, mds_path: Optional[EPath] = None) -> None: if ds_type == EnergonDatasetType.METADATASET: self._dataset = self._load_nested_metadataset() self._dataset.post_initialize() - elif ds_type in (EnergonDatasetType.WEBDATASET, EnergonDatasetType.JSONL): + elif ds_type in ( + EnergonDatasetType.WEBDATASET, + EnergonDatasetType.JSONL, + EnergonDatasetType.BINIDX, + ): self._dataset = DatasetLoader( path=self.path, split_config=self.split_config, From d4a8b8b75c0a78793828a2683497bb3f7651b390 Mon Sep 17 00:00:00 2001 From: Lukas Voegtle <5764745+voegtlel@users.noreply.github.com> Date: Thu, 30 Apr 2026 14:11:05 +0200 Subject: [PATCH 2/5] Adding tests for binidx --- tests/test_binidx_dataset.py | 320 +++++++++++++++++++++++++++++++++++ 1 file changed, 320 insertions(+) create mode 100644 tests/test_binidx_dataset.py diff --git a/tests/test_binidx_dataset.py b/tests/test_binidx_dataset.py new file mode 100644 index 00000000..c5041dda --- /dev/null +++ b/tests/test_binidx_dataset.py @@ -0,0 +1,320 @@ +# Copyright (c) 2025, NVIDIA CORPORATION. +# SPDX-License-Identifier: BSD-3-Clause + +"""This module defines tests for bin-idx (.bin + .idx) datasets.""" + +import gc +import logging +import random +import struct +import sys +import tempfile +import unittest +import warnings +from pathlib import Path + +import numpy as np +import torch + +from megatron.energon import ( + Cooker, + CrudeSample, + DefaultBinIdxDatasetFactory, + DefaultTaskEncoder, + WorkerConfig, + basic_sample_keys, + edataclass, + get_loader, + get_train_dataset, + get_val_dataset, + stateless, +) +from megatron.energon.cache.file_store import BinIdxFileStore +from megatron.energon.dataset_config import get_dataset_from_config, load_config +from megatron.energon.epathlib import EPath +from megatron.energon.flavors import Sample +from megatron.energon.flavors.binidx.binidx_reader import IBinIdxReader +from megatron.energon.flavors.webdataset.metadata import EnergonDatasetType, get_dataset_type +from megatron.energon.metadataset.metadataset_v2 import MetadatasetV2 + +# Speed up tests significantly by reducing the torch status check interval for broken worker shutdown +try: + torch.utils.data._utils.worker.MP_STATUS_CHECK_INTERVAL = 0.1 + torch.utils.data._utils.MP_STATUS_CHECK_INTERVAL = 0.1 +except AttributeError: + pass + + +@edataclass +class BinIdxStatsSample(Sample): + token_sum: int + seq_len: int + doc_idx: int + first_token: int + + +@stateless() +def cook_binidx_stats(sample: CrudeSample) -> BinIdxStatsSample: + tokens = sample["tokens"] + assert isinstance(tokens, np.ndarray) + return BinIdxStatsSample( + **basic_sample_keys(sample), + token_sum=int(tokens.sum()), + seq_len=int(tokens.shape[0]), + doc_idx=int(sample["__key__"]), + first_token=int(tokens[0]), + ) + + +class BinIdxStatsEncoder(DefaultTaskEncoder): + cookers = [Cooker(cook=cook_binidx_stats)] + + +class TestBinIdxDataset(unittest.TestCase): + # Set up the test fixture + def setUp(self): + random.seed(42) + + logging.basicConfig(stream=sys.stderr, level=logging.INFO) + warnings.simplefilter("ignore", ResourceWarning) + + # Create a temporary directory + self.temp_dir = tempfile.TemporaryDirectory() + self.dataset_path = Path(self.temp_dir.name) + # self.dataset_path = Path("./test_dataset") + + self.dataset_path.mkdir(exist_ok=True, parents=True) + + def tearDown(self): + # Remove all temporary files + gc.collect() + self.temp_dir.cleanup() + + @staticmethod + def create_binidx_dataset( + directory: Path, + *, + bin_name: str = "data.bin", + num_docs: int, + doc_len: int, + token_start: int = 1, + ) -> Path: + """Creates a small dummy bin-idx pair for testing purposes.""" + + directory.mkdir(parents=True, exist_ok=True) + bin_path = directory / bin_name + idx_path = bin_path.with_suffix(".idx") + + values = np.arange(token_start, token_start + num_docs * doc_len, dtype=np.int32) + values.tofile(str(bin_path)) + + with open(idx_path, "wb") as f: + f.write(b"MMIDIDX\x00\x00") + f.write(struct.pack(" Date: Thu, 30 Apr 2026 14:11:05 +0200 Subject: [PATCH 3/5] Implement parquet flavor. Also implement part filter (mostly important for parquet) --- src/megatron/energon/cache/file_store.py | 45 +++- src/megatron/energon/dataset_config.py | 22 +- src/megatron/energon/flavors/__init__.py | 2 + src/megatron/energon/flavors/base_dataset.py | 11 +- .../energon/flavors/binidx/binidx_dataset.py | 37 ++- .../flavors/jsonl/crude_jsonl_dataset.py | 23 +- .../energon/flavors/parquet/__init__.py | 39 +++ .../energon/flavors/parquet/dataset.py | 237 ++++++++++++++++++ .../energon/flavors/parquet/prepare.py | 106 ++++++++ .../energon/flavors/parquet/reader.py | 199 +++++++++++++++ .../flavors/webdataset/base_webdataset.py | 15 +- .../energon/flavors/webdataset/metadata.py | 4 + src/megatron/energon/metadataset/loader.py | 1 + .../energon/metadataset/metadataset_v2.py | 1 + src/megatron/energon/task_encoder/base.py | 18 +- src/megatron/energon/task_encoder/cooking.py | 3 + src/megatron/energon/tools/prepare.py | 10 + tests/test_parquet_dataset.py | 168 +++++++++++++ 18 files changed, 910 insertions(+), 31 deletions(-) create mode 100644 src/megatron/energon/flavors/parquet/__init__.py create mode 100644 src/megatron/energon/flavors/parquet/dataset.py create mode 100644 src/megatron/energon/flavors/parquet/prepare.py create mode 100644 src/megatron/energon/flavors/parquet/reader.py create mode 100644 tests/test_parquet_dataset.py diff --git a/src/megatron/energon/cache/file_store.py b/src/megatron/energon/cache/file_store.py index ae411458..6cc98729 100644 --- a/src/megatron/energon/cache/file_store.py +++ b/src/megatron/energon/cache/file_store.py @@ -2,12 +2,13 @@ # SPDX-License-Identifier: BSD-3-Clause import sqlite3 -from typing import Any, Optional, Union +from typing import Any, Callable, Optional, Union from megatron.energon.cache.base import FileStore, FileStoreDecoder, FileStoreWrapper from megatron.energon.epathlib import EPath from megatron.energon.flavors.binidx.binidx_reader import IBinIdxReader from megatron.energon.flavors.jsonl.ijsonl_reader import IJsonlReader +from megatron.energon.flavors.parquet.reader import IParquetReader from megatron.energon.flavors.webdataset.config import INDEX_SQLITE_FILENAME, MAIN_FOLDER_NAME from megatron.energon.flavors.webdataset.itar_reader import SqliteITarEntryReader from megatron.energon.flavors.webdataset.thread_local_sqlite import ThreadLocalSqlite @@ -202,3 +203,45 @@ class BinIdxFileStore(IBinIdxReader, FileStore[bytes]): def get_path(self) -> str: return str(self.bin_path) + + +class ParquetFileStore(IParquetReader, FileStore[Any]): + """Random access to rows of a Parquet dataset directory (layout from Parquet footers). + + Per-column keys ``{row_index}.{column}`` return native pyarrow ``as_py()`` values, not bytes. + """ + + def __init__( + self, + dataset_root: EPath | str, + *, + part_filter: Callable[[str], bool] | None = None, + parquet_file_cache_size: int = 5, + ): + from megatron.energon.flavors.parquet.prepare import ( + assert_layout_columns_subset, + scan_parquet_dataset, + ) + + root = EPath(dataset_root) + layout = scan_parquet_dataset(root) + layout_cols = list(layout.columns) + if part_filter is None: + read_columns = layout_cols + else: + read_columns = [c for c in layout_cols if part_filter(c)] + if not read_columns: + raise ValueError( + "part_filter excluded all Parquet columns; nothing to load. " + f"Layout columns: {layout_cols}" + ) + assert_layout_columns_subset(layout_cols, read_columns) + super().__init__( + root, + layout, + read_columns, + parquet_file_cache_size=parquet_file_cache_size, + ) + + def get_path(self) -> str: + return str(self.dataset_root) diff --git a/src/megatron/energon/dataset_config.py b/src/megatron/energon/dataset_config.py index c4aed038..640dd290 100644 --- a/src/megatron/energon/dataset_config.py +++ b/src/megatron/energon/dataset_config.py @@ -11,6 +11,7 @@ CrudeSample, DefaultBinIdxDatasetFactory, DefaultCrudeJsonlDatasetFactory, + DefaultParquetDatasetFactory, StandardWebdatasetFactory, ) from megatron.energon.flavors.webdataset.config import MAIN_FOLDER_NAME @@ -89,6 +90,7 @@ def get_dataset_from_config( path = EPath(path) dataset: BaseCoreDatasetFactory[T_sample] ds_type = get_dataset_type(path) + if ds_type == EnergonDatasetType.JSONL: assert sample_type is CrudeSample or sample_type is None, ( f"Sample type must be CrudeSample for jsonl datasets, but got {sample_type}" @@ -126,6 +128,24 @@ def get_dataset_from_config( worker_config=worker_config, **kwargs, ) + elif ds_type == EnergonDatasetType.PARQUET: + assert sample_type is CrudeSample or sample_type is None, ( + f"Sample type must be CrudeSample for Parquet datasets, but got {sample_type}" + ) + assert dataset_config is None, ( + f"Dataset config must be None for Parquet datasets, but got {dataset_config}" + ) + assert split_config is None, ( + f"Split config must be None for Parquet datasets, but got {split_config}" + ) + + dataset = DefaultParquetDatasetFactory( + path, + training=training, + subflavors=subflavors, + worker_config=worker_config, + **kwargs, + ) elif ds_type == EnergonDatasetType.WEBDATASET: if dataset_config is None: dataset_config = "dataset.yaml" @@ -151,7 +171,7 @@ def get_dataset_from_config( else: raise ValueError( f"Path {path} does not contain a {MAIN_FOLDER_NAME}/.info.yaml or .info.json file, " - f"nor is it a jsonl or .bin (bin-idx) file. " + f"nor is it a jsonl file, a .bin (bin-idx) file, or a directory of .parquet files. " f"Did you forget to prepare the dataset? Please check the documentation for an introduction to dataset " f"preparation." ) diff --git a/src/megatron/energon/flavors/__init__.py b/src/megatron/energon/flavors/__init__.py index a873c8dc..e6b8bc4f 100644 --- a/src/megatron/energon/flavors/__init__.py +++ b/src/megatron/energon/flavors/__init__.py @@ -25,6 +25,7 @@ ) from megatron.energon.flavors.multichoice_vqa import MultiChoiceVQASample, MultiChoiceVQAWebdataset from megatron.energon.flavors.ocr import OCRSample, OCRWebdataset +from megatron.energon.flavors.parquet.dataset import DefaultParquetDatasetFactory from megatron.energon.flavors.similarity_interleaved import ( SimilarityInterleavedSample, SimilarityInterleavedWebdataset, @@ -63,6 +64,7 @@ "DefaultBinIdxDatasetFactory", "DefaultCrudeJsonlDatasetFactory", "DefaultDecoderWebdatasetFactory", + "DefaultParquetDatasetFactory", "DefaultGenericWebdatasetFactory", "EmptyDatasetError", "ImageClassificationSample", diff --git a/src/megatron/energon/flavors/base_dataset.py b/src/megatron/energon/flavors/base_dataset.py index f51aef01..f3a0def7 100644 --- a/src/megatron/energon/flavors/base_dataset.py +++ b/src/megatron/energon/flavors/base_dataset.py @@ -405,8 +405,15 @@ class BaseCoreDatasetFactory(Generic[T_sample], ABC): subflavors: Dict[str, Any] @abstractmethod - def build(self, worker_rotation_offset: int = 0) -> SavableDataset[T_sample]: - """Builds the dataset.""" + def build( + self, worker_rotation_offset: int = 0, part_filter: Callable[[str], bool] | None = None + ) -> SavableDataset[T_sample]: + """Builds the dataset. + + Args: + worker_rotation_offset: The offset of the worker rotation. + part_filter: A function to filter the parts of the dataset. + """ ... @abstractmethod diff --git a/src/megatron/energon/flavors/binidx/binidx_dataset.py b/src/megatron/energon/flavors/binidx/binidx_dataset.py index 6734be12..b180d888 100644 --- a/src/megatron/energon/flavors/binidx/binidx_dataset.py +++ b/src/megatron/energon/flavors/binidx/binidx_dataset.py @@ -40,7 +40,7 @@ class BinIdxDatasetFactory( This factory creates datasets from pre-tokenized binary files (.bin + .idx) where the .idx file contains sequence offsets and the .bin file contains token data. - The samples are returned as CrudeSample objects containing raw token arrays. + The samples are returned as CrudeSample objects containing the raw `tokens` array. """ __sample_type__ = CrudeSample @@ -86,15 +86,14 @@ def __init__( self.max_samples_per_sequence = max_samples_per_sequence self.subset = subset self.part_filter = part_filter - if part_filter is None or part_filter("bin"): - self._len = IBinIdxReader.count_samples(self.path) - else: - self._len = 0 + self._len = IBinIdxReader.count_samples(self.path) def __len__(self) -> int: return self._len - def build(self, worker_rotation_offset: int = 0) -> SavableDataset[CrudeSample]: + def build( + self, worker_rotation_offset: int = 0, part_filter: Callable[[str], bool] | None = None + ) -> SavableDataset[CrudeSample]: if self.parallel_shard_iters is None: if self.training: parallel_shard_iters = 16 @@ -103,6 +102,13 @@ def build(self, worker_rotation_offset: int = 0) -> SavableDataset[CrudeSample]: else: parallel_shard_iters = self.parallel_shard_iters + if self.part_filter is not None: + if part_filter is not None: + inner_pf, outer_pf = part_filter, self.part_filter + part_filter = lambda p, _i=inner_pf, _o=outer_pf: _o(p) and _i(p) + else: + part_filter = self.part_filter + virtual_shards = [ ShardInfo( name=self.path.name, @@ -132,9 +138,16 @@ def build(self, worker_rotation_offset: int = 0) -> SavableDataset[CrudeSample]: shuffle_over_epochs=self.shuffle_over_epochs if self.training else None, parallel_slice_iters=parallel_shard_iters, ) + if part_filter is not None and not part_filter("tokens"): + + def load_fn(sample: RawSampleData) -> CrudeSample: + sample.data[0].pop("tokens", None) + return self._load_sample_raw(sample) + else: + load_fn = self._load_sample_raw return MapDataset( dataset, - self._load_sample_raw, + load_fn, stateless_map_fn=True, map_fn_config=self.config, worker_config=self.worker_config, @@ -174,18 +187,18 @@ class DefaultBinIdxDatasetFactory(BinIdxDatasetFactory): Adds subflavors to the sample and decodes token bytes back to a numpy array. """ - def __init__(self, path: EPath, *, subflavors: Optional[Dict[str, Any]] = None, **kwargs): + def __init__(self, path: EPath, *, subflavors: dict[str, Any] | None = None, **kwargs): if "decoder" in kwargs: del kwargs["decoder"] super().__init__(path, **kwargs) - self.subflavors = subflavors + self.subflavors = subflavors or {} self._dtype = IBinIdxReader.read_dtype(self.path) def _load_sample(self, sample: FilteredSample) -> CrudeSample: sample["__subflavors__"] = self.subflavors - # Decode token bytes back to numpy array - sample["tokens"] = numpy.frombuffer(sample["tokens"], dtype=self._dtype) - return super()._load_sample(sample) + if "tokens" in sample: + sample["tokens"] = numpy.frombuffer(sample["tokens"], dtype=self._dtype) + return CrudeSample(sample) def config(self) -> Dict[str, Any]: return dict( diff --git a/src/megatron/energon/flavors/jsonl/crude_jsonl_dataset.py b/src/megatron/energon/flavors/jsonl/crude_jsonl_dataset.py index 877120f3..43d1eaa4 100644 --- a/src/megatron/energon/flavors/jsonl/crude_jsonl_dataset.py +++ b/src/megatron/energon/flavors/jsonl/crude_jsonl_dataset.py @@ -93,10 +93,7 @@ def __init__( self.max_samples_per_sequence = max_samples_per_sequence self.subset = subset self.part_filter = part_filter - if part_filter is None or part_filter("json"): - self._len = IJsonlIndexReader.count_samples(path) - else: - self._len = 0 + self._len = IJsonlIndexReader.count_samples(path) assert self.path.size() == IJsonlIndexReader.size(path), ( "The index of the jsonl file does not match the file. Regenerate the index." ) @@ -104,7 +101,9 @@ def __init__( def __len__(self) -> int: return self._len - def build(self, worker_rotation_offset: int = 0) -> SavableDataset[CrudeSample]: + def build( + self, worker_rotation_offset: int = 0, part_filter: Callable[[str], bool] | None = None + ) -> SavableDataset[CrudeSample]: from megatron.energon.flavors.jsonl.ijsonl_reader import IJsonlReader if self.parallel_shard_iters is None: @@ -145,9 +144,18 @@ def build(self, worker_rotation_offset: int = 0) -> SavableDataset[CrudeSample]: shuffle_over_epochs=self.shuffle_over_epochs if self.training else None, parallel_slice_iters=parallel_shard_iters, ) + if (part_filter is not None and not part_filter("json")) or ( + self.part_filter is not None and not self.part_filter("json") + ): + + def load_fn(sample: RawSampleData) -> CrudeSample: + sample.data[0].pop("json", None) + return self._load_sample_raw(sample) + else: + load_fn = self._load_sample_raw return MapDataset( dataset, - self._load_sample_raw, + load_fn, stateless_map_fn=True, map_fn_config=self.config, worker_config=self.worker_config, @@ -198,7 +206,8 @@ def _load_sample(self, sample: FilteredSample) -> CrudeSample: sample["__subflavors__"] = self.subflavors # Instead of using a decoder, we just load the json here, as we know it's json. - sample["json"] = json.loads(sample["json"]) + if "json" in sample: + sample["json"] = json.loads(sample["json"]) return super()._load_sample(sample) diff --git a/src/megatron/energon/flavors/parquet/__init__.py b/src/megatron/energon/flavors/parquet/__init__.py new file mode 100644 index 00000000..58f1ee7e --- /dev/null +++ b/src/megatron/energon/flavors/parquet/__init__.py @@ -0,0 +1,39 @@ +# Copyright (c) 2025, NVIDIA CORPORATION. +# SPDX-License-Identifier: BSD-3-Clause + +__all__ = [ + "DefaultParquetDatasetFactory", + "IParquetReader", + "ParquetDatasetFactory", + "ParquetFileEntry", + "ParquetFileStore", + "ParquetLayout", + "ParquetPreparator", + "parse_parquet_layout", + "scan_parquet_dataset", +] + + +def __getattr__(name: str): + if name in ("DefaultParquetDatasetFactory", "ParquetDatasetFactory", "ParquetPreparator"): + from megatron.energon.flavors.parquet import dataset as _dataset + + return getattr(_dataset, name) + if name in ( + "parse_parquet_layout", + "scan_parquet_dataset", + "ParquetFileEntry", + "ParquetLayout", + ): + from megatron.energon.flavors.parquet import prepare as _prepare + + return getattr(_prepare, name) + if name == "IParquetReader": + from megatron.energon.flavors.parquet import reader as _reader + + return _reader.IParquetReader + if name == "ParquetFileStore": + from megatron.energon.cache.file_store import ParquetFileStore + + return ParquetFileStore + raise AttributeError(f"module {__name__!r} has no attribute {name!r}") diff --git a/src/megatron/energon/flavors/parquet/dataset.py b/src/megatron/energon/flavors/parquet/dataset.py new file mode 100644 index 00000000..d72c203b --- /dev/null +++ b/src/megatron/energon/flavors/parquet/dataset.py @@ -0,0 +1,237 @@ +# Copyright (c) 2025, NVIDIA CORPORATION. +# SPDX-License-Identifier: BSD-3-Clause + +import logging +from typing import Any, Callable, Dict, List, Union + +from megatron.energon.cache import FileStore +from megatron.energon.epathlib import EPath +from megatron.energon.flavors.base_dataset import ( + BaseCoreDatasetFactory, + SavableDataset, +) +from megatron.energon.flavors.crude import CrudeSample +from megatron.energon.flavors.parquet.prepare import ( + assert_layout_columns_subset, + scan_parquet_dataset, +) +from megatron.energon.flavors.parquet.reader import IParquetReader +from megatron.energon.flavors.webdataset.base_webdataset import _print_shard_slices +from megatron.energon.flavors.webdataset.sample_decoder import DEFAULT_DECODER, SampleDecoder +from megatron.energon.flavors.webdataset.sample_loader import ( + RawSampleData, + WebdatasetSampleLoaderDataset, +) +from megatron.energon.flavors.webdataset.sharder import Sharder +from megatron.energon.flavors.webdataset.structs import ( + DatasetSubset, + FilteredSample, + ShardInfo, +) +from megatron.energon.worker import WorkerConfig +from megatron.energon.wrappers.map_dataset import MapDataset + +logger = logging.getLogger(__name__) + +_PARQUET_SAMPLE_META = frozenset( + {"__key__", "__shard__", "__restore_key__", "__sources__"}, +) + + +class ParquetPreparator: + """Validates and counts rows for a Parquet dataset directory (like :class:`JsonlPreparator`).""" + + @classmethod + def prepare_dataset(cls, path: Union[str, EPath]) -> int: + layout = scan_parquet_dataset(EPath(path)) + return layout.total_rows + + +class ParquetDatasetFactory( + BaseCoreDatasetFactory[CrudeSample], + ParquetPreparator, + Sharder, +): + """Crude dataset over a directory of Parquet files (layout discovered at load time).""" + + __sample_type__ = CrudeSample + + path: EPath + training: bool + worker_config: WorkerConfig + + def __init__( + self, + path: EPath, + *, + training: bool, + worker_config: WorkerConfig, + shuffle_over_epochs: int | None = 1, + parallel_shard_iters: int | None = None, + max_samples_per_sequence: int | None = None, + subset: DatasetSubset | None = None, + part_filter: Callable[[str], bool] | None = None, + ): + assert self.__sample_type__ is not None, f"Class {type(self)} must define __sample_type__" + self.path = EPath(path) + assert self.path.is_dir(), f"Parquet dataset path must be a directory: {self.path}" + self.paths = [self.path] + self.training = training + self.worker_config = worker_config + self.shuffle_over_epochs = shuffle_over_epochs + self.parallel_shard_iters = parallel_shard_iters + self.max_samples_per_sequence = max_samples_per_sequence + self.subset = subset + self.part_filter = part_filter + + self._layout = scan_parquet_dataset(self.path) + layout_cols: List[str] = list(self._layout.columns) + if part_filter is None: + read_columns = layout_cols + else: + read_columns = [c for c in layout_cols if part_filter(c)] + if not read_columns: + raise ValueError( + "part_filter excluded all Parquet columns; nothing to load. " + f"Layout columns: {layout_cols}" + ) + assert_layout_columns_subset(layout_cols, read_columns) + self._read_columns = read_columns + + # part_filter selects which Parquet columns are read into each sample; + # it does not remove samples from the dataset (length is always full layout row count). + self._len = self._layout.total_rows + self._virtual_shards = [ + ShardInfo( + name=fe.rel_path, + path=self.path / fe.rel_path, + count=fe.num_rows, + ) + for fe in self._layout.files + ] + + def __len__(self) -> int: + return self._len + + def build( + self, worker_rotation_offset: int = 0, part_filter: Callable[[str], bool] | None = None + ) -> SavableDataset[CrudeSample]: + if self.parallel_shard_iters is None: + parallel_shard_iters = 16 if self.training else 1 + else: + parallel_shard_iters = self.parallel_shard_iters + + effective_pf = part_filter + if self.part_filter is not None: + if effective_pf is not None: + inner_pf, outer_pf = effective_pf, self.part_filter + effective_pf = lambda p, _i=inner_pf, _o=outer_pf: _o(p) and _i(p) + else: + effective_pf = self.part_filter + + if effective_pf is not None: + columns = [c for c in self._read_columns if effective_pf(c)] + else: + columns = self._read_columns + + workers_sample_slice_offsets = self.shard_workers( + self._virtual_shards, + worker_config=self.worker_config, + max_samples_per_sequence=self.max_samples_per_sequence, + rotation_offset=worker_rotation_offset, + subset=self.subset, + ) + _print_shard_slices(self.worker_config, self._virtual_shards, workers_sample_slice_offsets) + + reader = IParquetReader( + self.path, + self._layout, + columns, + parquet_file_cache_size=parallel_shard_iters, + ) + + dataset = WebdatasetSampleLoaderDataset( + join_readers=[reader], + workers_sample_slice_offsets=workers_sample_slice_offsets, + worker_config=self.worker_config, + shuffle_over_epochs=self.shuffle_over_epochs if self.training else None, + parallel_slice_iters=parallel_shard_iters, + ) + return MapDataset( + dataset, + self._load_sample_raw, + stateless_map_fn=True, + map_fn_config=self.config, + worker_config=self.worker_config, + ) + + def as_file_store(self) -> FileStore: + from megatron.energon.cache.file_store import ParquetFileStore + + return ParquetFileStore(self.path, part_filter=self.part_filter) + + def _load_sample(self, sample: FilteredSample) -> CrudeSample: + return CrudeSample(sample) + + def _load_sample_raw(self, raw_sample: RawSampleData) -> CrudeSample: + assert len(raw_sample.data) == 1 and raw_sample.data[0] is not None + return self._load_sample(raw_sample.data[0]) + + def config(self) -> Dict[str, Any]: + return dict( + type=type(self).__qualname__, + training=self.training, + _path=str(self.path), + count=self._len, + shuffle_over_epochs=self.shuffle_over_epochs, + parallel_shard_iters=self.parallel_shard_iters, + max_samples_per_sequence=self.max_samples_per_sequence, + subset=self.subset.config() if self.subset is not None else None, + ) + + def __str__(self): + return f"{type(self).__name__}(path={self.path})" + + +class DefaultParquetDatasetFactory(ParquetDatasetFactory): + """ + Builds a ``row`` dict of Parquet column values, optionally runs :class:`SampleDecoder` on + selected columns (binary cells), and attaches subflavors. + + ``decode_map`` maps **Parquet column names** to a + **synthetic filename extension** (e.g. ``\"png\"`` or ``\"jpg\"``) passed to + :meth:`SampleDecoder.decode` so webdataset image/video handlers can run on raw bytes. + Non-bytes-like cell values are left unchanged. + """ + + def __init__( + self, + path: EPath, + *, + subflavors: dict[str, Any] | None = None, + decoder: SampleDecoder | None = DEFAULT_DECODER, + decode_map: dict[str, str] | None = None, + **kwargs, + ): + if "decoder" in kwargs: + del kwargs["decoder"] + super().__init__(path, **kwargs) + self.subflavors = subflavors or {} + self._decoder = decoder + self._decode_map = decode_map or {} + + def _load_sample(self, sample: FilteredSample) -> CrudeSample: + if self._decoder is not None: + for k, v in self._decode_map.items(): + if k in sample: + sample[k] = self._decoder.decode(f"{sample['__key__']}.{v}", sample[k]) + sample["__subflavors__"] = self.subflavors + return super()._load_sample(sample) + + def config(self) -> Dict[str, Any]: + return dict( + **super().config(), + subflavors=self.subflavors, + decode_map=self._decode_map, + **(self._decoder.config() if self._decoder is not None else {}), + ) diff --git a/src/megatron/energon/flavors/parquet/prepare.py b/src/megatron/energon/flavors/parquet/prepare.py new file mode 100644 index 00000000..0b7bd287 --- /dev/null +++ b/src/megatron/energon/flavors/parquet/prepare.py @@ -0,0 +1,106 @@ +# Copyright (c) 2025, NVIDIA CORPORATION. +# SPDX-License-Identifier: BSD-3-Clause + +"""Discover Parquet files under a dataset root and build an in-memory layout (no on-disk manifest).""" + +from typing import Any, List, Mapping, Sequence, Tuple + +from megatron.energon.edataclass import edataclass +from megatron.energon.epathlib import EPath +from megatron.energon.flavors.webdataset.config import MAIN_FOLDER_NAME +from megatron.energon.typed_converter import JsonParser + + +@edataclass +class ParquetFileEntry: + """One Parquet file under the dataset root (relative path + row count from footer).""" + + rel_path: str + num_rows: int + + +@edataclass +class ParquetLayout: + """In-memory Parquet file list and schema metadata (discovered at load time).""" + + version: int + columns: List[str] + files: List[ParquetFileEntry] + total_rows: int + + +def parse_parquet_layout(raw: Mapping[str, Any]) -> ParquetLayout: + """Parse layout from structured mapping (e.g. JSON/YAML), same as other energon configs.""" + return JsonParser(strict=True).raw_to_typed(dict(raw), ParquetLayout) + + +def _read_parquet_footer(path: EPath) -> Tuple[int, Tuple[str, ...]]: + """Return (num_rows, column names) using footer metadata only.""" + import pyarrow as pa + import pyarrow.parquet as pq + + with path.open("rb") as raw: + pf = pq.ParquetFile(pa.PythonFile(raw)) + cols = tuple(pf.schema_arrow.names) + return pf.metadata.num_rows, cols + + +def discover_parquet_files(dataset_root: EPath) -> List[EPath]: + """Sorted Parquet paths under ``dataset_root`` (recursive, excluding ``.nv-meta``).""" + out: List[EPath] = [] + for p in sorted(dataset_root.glob("**/*.parquet")): + rel = p.relative_to(dataset_root) + rel_parts = rel.split("/") + if rel_parts and rel_parts[0] == MAIN_FOLDER_NAME: + continue + out.append(p) + return out + + +def scan_parquet_dataset(dataset_root: EPath) -> ParquetLayout: + """ + Scan Parquet files, verify a single unified column set, return layout (purely in memory). + + Raises: + ValueError: If no files found or schemas disagree. + """ + dataset_root = EPath(dataset_root) + files = discover_parquet_files(dataset_root) + if not files: + raise ValueError(f"No .parquet files found under {dataset_root}") + + rows_and_cols: List[Tuple[int, Tuple[str, ...]]] = [] + rel_entries: List[ParquetFileEntry] = [] + for fp in files: + n, cols = _read_parquet_footer(fp) + rel = str(fp.relative_to(dataset_root)) + rel_entries.append(ParquetFileEntry(rel_path=rel, num_rows=n)) + rows_and_cols.append((n, cols)) + + col_sets = [set(c) for _, c in rows_and_cols] + unified = col_sets[0] + for i, cs in enumerate(col_sets[1:], start=1): + if cs != unified: + raise ValueError( + f"Parquet schema mismatch: {files[0]} columns {sorted(unified)} vs " + f"{files[i]} columns {sorted(cs)}" + ) + + columns_sorted = sorted(unified) + total = sum(n for n, _ in rows_and_cols) + sorted_entries = sorted(rel_entries, key=lambda e: e.rel_path) + return ParquetLayout( + version=1, + columns=columns_sorted, + files=sorted_entries, + total_rows=total, + ) + + +def assert_layout_columns_subset( + layout_columns: Sequence[str], read_columns: Sequence[str] +) -> None: + ms = set(layout_columns) + for c in read_columns: + if c not in ms: + raise ValueError(f"Column {c!r} not in layout columns {sorted(ms)}") diff --git a/src/megatron/energon/flavors/parquet/reader.py b/src/megatron/energon/flavors/parquet/reader.py new file mode 100644 index 00000000..27740902 --- /dev/null +++ b/src/megatron/energon/flavors/parquet/reader.py @@ -0,0 +1,199 @@ +# Copyright (c) 2025, NVIDIA CORPORATION. +# SPDX-License-Identifier: BSD-3-Clause + +"""Random-access reader over a Parquet-tabular in-memory layout (global row index).""" + +from __future__ import annotations + +from bisect import bisect_right +from collections import OrderedDict +from typing import Any, Callable, Generator, List, Sequence, Tuple + +from megatron.energon.epathlib import EPath +from megatron.energon.flavors.parquet.prepare import ParquetLayout +from megatron.energon.flavors.webdataset.structs import FilteredSample +from megatron.energon.source_info import SourceInfo + + +def _import_pyarrow(): + try: + import pyarrow as pa + import pyarrow.parquet as pq + except ImportError as e: # pragma: no cover + raise ImportError( + "Parquet flavor requires pyarrow. Install with: pip install megatron-energon[parquet]" + ) from e + return pa, pq + + +def _table_row_to_dict(table: Any, row_idx: int, column_names: Sequence[str]) -> dict[str, Any]: + """Build a dict for one row (0-based within ``table``).""" + out: dict[str, Any] = {} + for name in column_names: + col = table.column(name) + val = col[row_idx].as_py() + out[name] = val + return out + + +class IParquetReader: + """ + Parquet random access over rows described by a :class:`ParquetLayout`. + """ + + dataset_root: EPath + layout: ParquetLayout + read_columns: list[str] + sample_filter: Callable[[str], bool] | None + + def __init__( + self, + dataset_root: EPath, + layout: ParquetLayout, + read_columns: Sequence[str], + *, + sample_filter: Callable[[str], bool] | None = None, + parquet_file_cache_size: int = 5, + ): + self.dataset_root = EPath(dataset_root) + self.layout = layout + self.read_columns = list(read_columns) + self.sample_filter = sample_filter + self._pa, self._pq = _import_pyarrow() + + files = layout.files + self._file_rows = [f.num_rows for f in files] + self._cumsum: List[int] = [] + s = 0 + for n in self._file_rows: + self._cumsum.append(s) + s += n + self._total = s + self._parquet_cache: OrderedDict[int, Tuple[Any, Any]] = OrderedDict() + self._parquet_cache_max = max(1, parquet_file_cache_size) + + def __len__(self) -> int: + return self._total + + def __str__(self) -> str: + return ( + f"IParquetReader(root={self.dataset_root}, rows={self._total}, " + f"files={len(self.layout.files)})" + ) + + def _locate(self, global_idx: int) -> Tuple[int, int]: + if global_idx < 0 or global_idx >= self._total: + raise IndexError(f"Sample index {global_idx} out of range [0, {self._total})") + # cumsum[f] <= global_idx < cumsum[f] + file_rows[f] + f = bisect_right(self._cumsum, global_idx) - 1 + local = global_idx - self._cumsum[f] + return f, local + + def _get_parquet_file(self, file_idx: int): + if file_idx in self._parquet_cache: + self._parquet_cache.move_to_end(file_idx) + return self._parquet_cache[file_idx] + rel = self.layout.files[file_idx].rel_path + path = self.dataset_root / rel + raw = path.open("rb") + pf = self._pq.ParquetFile(self._pa.PythonFile(raw)) + self._parquet_cache[file_idx] = (raw, pf) + self._parquet_cache.move_to_end(file_idx) + while len(self._parquet_cache) > self._parquet_cache_max: + old_idx, (old_raw, old_pf) = self._parquet_cache.popitem(last=False) + old_pf.close() + old_raw.close() + return self._parquet_cache[file_idx] + + def _get_item(self, idx: int, columns: Sequence[str] | None = None) -> dict[str, Any] | None: + key = str(idx) + if self.sample_filter is not None and not self.sample_filter(key): + return None + cols = list(self.read_columns if columns is None else columns) + f_idx, local = self._locate(idx) + shard_name = self.layout.files[f_idx].rel_path + _, pf = self._get_parquet_file(f_idx) + off = 0 + row_in_file = local + for rg in range(pf.num_row_groups): + nr = pf.metadata.row_group(rg).num_rows + if row_in_file < off + nr: + table = pf.read_row_group(rg, columns=cols) + local_rg = row_in_file - off + d = _table_row_to_dict(table, local_rg, cols) + file_names = tuple(f"{key}.{c}" for c in cols) + return dict( + __key__=key, + __shard__=shard_name, + __restore_key__=("Webdataset", idx), + __sources__=( + SourceInfo( + dataset_path=str(self.dataset_root), + index=idx, + shard_name=shard_name, + file_names=file_names, + ), + ), + **d, + ) + off += nr + raise RuntimeError(f"Row {row_in_file} out of range for file index {f_idx}") + + def __getitem__(self, idx: int | str) -> FilteredSample | tuple[Any, SourceInfo] | None: + full_entry_name = False + if isinstance(idx, str): + num_idx = idx + if "." in idx: + num_idx, column_name = idx.split(".", 1) + full_entry_name = True + columns = (column_name,) + try: + idx = int(num_idx) + except ValueError: + raise ValueError(f"Invalid parquet sample key: {idx}") from None + else: + columns = None + + assert isinstance(idx, int) + sample = self._get_item(idx, columns=columns) + if sample is None: + return None + if full_entry_name: + assert len(sample["__sources__"]) == 1 + return sample[column_name], sample["__sources__"][0] + return sample + + def list_all_samples(self) -> Generator[Tuple[str, int, int], None, None]: + file_sizes = [self.dataset_root / fe.rel_path for fe in self.layout.files] + approx_row = [max(1, p.size() // max(1, n)) for p, n in zip(file_sizes, self._file_rows)] + for i in range(self._total): + f_idx, _ = self._locate(i) + yield str(i), approx_row[f_idx], 0 + + def list_all_sample_parts(self) -> Generator[Tuple[str, int, int], None, None]: + for i in range(self._total): + for col in self.read_columns: + yield f"{i}.{col}", 1, 0 + + def list_sample_parts(self, sample_key: str) -> Generator[Tuple[str, int, int], None, None]: + try: + sample_idx = int(sample_key) + except ValueError: + raise ValueError(f"Invalid parquet sample key: {sample_key}") from None + if sample_idx < 0 or sample_idx >= self._total: + raise ValueError(f"Invalid parquet sample key: {sample_key}") + for col in self.read_columns: + yield f"{sample_key}.{col}", 1, 0 + + def get_total_size(self) -> int: + total = 0 + for fe in self.layout.files: + p = self.dataset_root / fe.rel_path + total += p.size() + return total + + def close(self) -> None: + while self._parquet_cache: + _, (raw, pf) = self._parquet_cache.popitem(last=False) + pf.close() + raw.close() diff --git a/src/megatron/energon/flavors/webdataset/base_webdataset.py b/src/megatron/energon/flavors/webdataset/base_webdataset.py index fc8bed8c..8857b6dd 100644 --- a/src/megatron/energon/flavors/webdataset/base_webdataset.py +++ b/src/megatron/energon/flavors/webdataset/base_webdataset.py @@ -123,7 +123,9 @@ def __init__( def __len__(self) -> int: return sum(shard.count for shard in self.shards) - def build(self, worker_rotation_offset: int = 0) -> SavableDataset[T_sample]: + def build( + self, worker_rotation_offset: int = 0, part_filter: Callable[[str], bool] | None = None + ) -> SavableDataset[T_sample]: from megatron.energon.flavors.webdataset.itar_reader import ShardInfosITarReader if self.parallel_shard_iters is None: @@ -135,6 +137,15 @@ def build(self, worker_rotation_offset: int = 0) -> SavableDataset[T_sample]: else: parallel_shard_iters = self.parallel_shard_iters + effective_pf = part_filter + if self.part_filter is not None: + if effective_pf is not None: + inner_pf, outer_pf = effective_pf, self.part_filter + effective_pf = lambda p, _i=inner_pf, _o=outer_pf: _o(p) and _i(p) + else: + effective_pf = self.part_filter + part_filter = effective_pf + workers_sample_slice_offsets = self.shard_workers( self.shards, worker_config=self.worker_config, @@ -148,7 +159,7 @@ def build(self, worker_rotation_offset: int = 0) -> SavableDataset[T_sample]: itar_reader = ShardInfosITarReader( self.path, self.shards, - part_filter=self.part_filter, + part_filter=part_filter, sample_filter=self.sample_filter, itar_cache_size=parallel_shard_iters, ) diff --git a/src/megatron/energon/flavors/webdataset/metadata.py b/src/megatron/energon/flavors/webdataset/metadata.py index 30c00171..8e16ded9 100644 --- a/src/megatron/energon/flavors/webdataset/metadata.py +++ b/src/megatron/energon/flavors/webdataset/metadata.py @@ -10,6 +10,7 @@ from megatron.energon.edataclass import edataclass from megatron.energon.epathlib import EPath from megatron.energon.eyaml import load_yaml, load_yaml_json +from megatron.energon.flavors.parquet.prepare import discover_parquet_files from megatron.energon.flavors.webdataset.config import ( INDEX_SQLITE_FILENAME, INFO_JSON_FILENAME, @@ -30,6 +31,7 @@ class EnergonDatasetType(Enum): WEBDATASET = "webdataset" JSONL = "jsonl" BINIDX = "binidx" + PARQUET = "parquet" FILESYSTEM = "filesystem" INVALID = "invalid" @@ -175,5 +177,7 @@ def get_dataset_type(path: EPath) -> EnergonDatasetType: # There is an sqlite, but no .info.json or .info.yaml, # so it's a filesystem dataset return EnergonDatasetType.FILESYSTEM + elif path.is_dir() and discover_parquet_files(path): + return EnergonDatasetType.PARQUET else: return EnergonDatasetType.INVALID diff --git a/src/megatron/energon/metadataset/loader.py b/src/megatron/energon/metadataset/loader.py index 4409ac21..63badc1e 100644 --- a/src/megatron/energon/metadataset/loader.py +++ b/src/megatron/energon/metadataset/loader.py @@ -43,6 +43,7 @@ def load_dataset( EnergonDatasetType.WEBDATASET, EnergonDatasetType.JSONL, EnergonDatasetType.BINIDX, + EnergonDatasetType.PARQUET, ): ds = DatasetLoader(path=path, **kwargs) ds.post_initialize() diff --git a/src/megatron/energon/metadataset/metadataset_v2.py b/src/megatron/energon/metadataset/metadataset_v2.py index 1572e326..d435f61b 100644 --- a/src/megatron/energon/metadataset/metadataset_v2.py +++ b/src/megatron/energon/metadataset/metadataset_v2.py @@ -311,6 +311,7 @@ def post_initialize(self, mds_path: Optional[EPath] = None) -> None: EnergonDatasetType.WEBDATASET, EnergonDatasetType.JSONL, EnergonDatasetType.BINIDX, + EnergonDatasetType.PARQUET, ): self._dataset = DatasetLoader( path=self.path, diff --git a/src/megatron/energon/task_encoder/base.py b/src/megatron/energon/task_encoder/base.py index 5335d018..fd95a418 100644 --- a/src/megatron/energon/task_encoder/base.py +++ b/src/megatron/energon/task_encoder/base.py @@ -672,6 +672,12 @@ def build_batch( return dataset + def _find_cooker(self, subflavors: dict) -> Cooker[T_sample]: + for cooker in self.cookers: + if cooker.is_match(subflavors): + return cooker + raise ValueError(f"No cooker found for subflavors: {subflavors}") + def build_cook_crude_sample( self, dataset: SavableDataset[Union[T_sample, dict]], @@ -691,11 +697,7 @@ def build_cook_crude_sample( if self.decoder is not None: aux = {k: DecodeFileStore(v, decoder=self.decoder) for k, v in aux.items()} - for cooker in self.cookers: - if cooker.is_match(subflavors): - break - else: - raise ValueError(f"No cooker found for subflavors: {subflavors}") + cooker = self._find_cooker(subflavors) if cooker.need_primary and "primary" not in aux: try: @@ -709,6 +711,7 @@ def build_cook_crude_sample( raise SystemError("Error getting primary auxiliary dataset") from e cook_fn = functools.partial(self.cook_crude_sample, cooker=cooker, aux=aux) + cooker.part_filter return MapDataset( dataset, @@ -730,8 +733,11 @@ def _load_dataset( ) -> SavableDataset[T_sample]: """Loads a train dataset, optionally cooking the samples.""" if dataset.dataset.__sample_type__ == CrudeSample: + cooker = self._find_cooker(dataset.dataset.subflavors) return self.build_cook_crude_sample( - dataset.dataset.build(worker_rotation_offset=worker_rotation_offset), + dataset.dataset.build( + worker_rotation_offset=worker_rotation_offset, part_filter=cooker.part_filter + ), worker_config=worker_config, subflavors=dataset.dataset.subflavors, get_primary_aux=dataset.dataset.as_file_store, diff --git a/src/megatron/energon/task_encoder/cooking.py b/src/megatron/energon/task_encoder/cooking.py index 23a0c9cc..64694d34 100644 --- a/src/megatron/energon/task_encoder/cooking.py +++ b/src/megatron/energon/task_encoder/cooking.py @@ -85,6 +85,9 @@ class Cooker(Generic[T_sample]): # must match. has_subflavors: Optional[dict] = None + #: Optional ``part_filter(part: str) -> bool`` for dataset (column) filtering. + part_filter: Optional[Callable[[str], bool]] = None + @property def need_primary(self) -> bool: return get_cooker_need_primary(self.cook) diff --git a/src/megatron/energon/tools/prepare.py b/src/megatron/energon/tools/prepare.py index 5e6643cf..fb533f27 100644 --- a/src/megatron/energon/tools/prepare.py +++ b/src/megatron/energon/tools/prepare.py @@ -19,6 +19,7 @@ CrudeWebdataset, Sample, ) +from megatron.energon.flavors.parquet.prepare import scan_parquet_dataset from megatron.energon.flavors.webdataset.config import MAIN_FOLDER_NAME from megatron.energon.flavors.webdataset.metadata import ( EnergonDatasetType, @@ -246,6 +247,15 @@ def command( count = CrudeJsonlDatasetFactory.prepare_dataset(path) print(f"Done. Found {count} samples.") return + elif ds_type == EnergonDatasetType.PARQUET: + if do_media_metadata: + raise click.ClickException( + "Parquet datasets do not support media metadata. Remove --media-metadata-by-... to continue." + ) + print("Validating Parquet dataset...") + layout = scan_parquet_dataset(path) + print(f"Done. {len(layout.files)} files, {layout.total_rows} rows.") + return elif ds_type == EnergonDatasetType.FILESYSTEM: raise click.ClickException( "Filesystem datasets must be prepared using 'energon prepare-media'." diff --git a/tests/test_parquet_dataset.py b/tests/test_parquet_dataset.py new file mode 100644 index 00000000..36f141fc --- /dev/null +++ b/tests/test_parquet_dataset.py @@ -0,0 +1,168 @@ +# Copyright (c) 2025, NVIDIA CORPORATION. +# SPDX-License-Identifier: BSD-3-Clause + +"""Tests for Parquet flavor datasets and :class:`ParquetFileStore`.""" + +import gc +import tempfile +import unittest +import warnings +from pathlib import Path + +import pyarrow as pa +import pyarrow.parquet as pq + +from megatron.energon import ( + Cooker, + CrudeSample, + DefaultTaskEncoder, + Sample, + WorkerConfig, + basic_sample_keys, + edataclass, + get_loader, + get_val_dataset, + stateless, +) +from megatron.energon.cache.file_store import ParquetFileStore +from megatron.energon.epathlib import EPath +from megatron.energon.flavors.parquet.dataset import DefaultParquetDatasetFactory +from megatron.energon.flavors.parquet.prepare import ( + ParquetFileEntry, + parse_parquet_layout, +) + + +@edataclass +class ParquetKeepSample(Sample): + keep_val: int + + +@stateless() +def cook_parquet_keep_only(sample: CrudeSample) -> ParquetKeepSample: + assert "drop" not in sample + return ParquetKeepSample( + **basic_sample_keys(sample), + keep_val=int(sample["keep"]), + ) + + +class ParquetCookerPartFilterEncoder(DefaultTaskEncoder): + cookers = [ + Cooker( + cook=cook_parquet_keep_only, + part_filter=lambda col: col == "keep", + ) + ] + + +class TestParquetLayoutParse(unittest.TestCase): + def test_parse_parquet_layout_mapping(self): + layout = parse_parquet_layout( + { + "version": 1, + "columns": ["a", "b"], + "files": [{"rel_path": "p.parquet", "num_rows": 3}], + "total_rows": 3, + } + ) + assert layout.version == 1 + assert layout.columns == ["a", "b"] + assert len(layout.files) == 1 + assert layout.files[0] == ParquetFileEntry(rel_path="p.parquet", num_rows=3) + assert layout.total_rows == 3 + + +class TestParquetFileStore(unittest.TestCase): + def setUp(self): + warnings.simplefilter("ignore", ResourceWarning) + self.temp_dir = tempfile.TemporaryDirectory() + self.root = Path(self.temp_dir.name) / "ds" + self.root.mkdir(parents=True) + + def tearDown(self): + gc.collect() + self.temp_dir.cleanup() + + def test_file_store_getitem_per_column(self): + t = pa.table({"id": [1, 2], "text": ["a", "b"]}) + pq.write_table(t, self.root / "part0.parquet") + + store = ParquetFileStore(EPath(self.root)) + id_val, src = store["1.id"] + text_val, _ = store["1.text"] + assert id_val == 2 + assert text_val == "b" + assert "part0.parquet" in src.shard_name + + def test_file_store_part_filter_columns(self): + t = pa.table({"keep": [1], "drop": [9]}) + pq.write_table(t, self.root / "one.parquet") + + store = ParquetFileStore(EPath(self.root), part_filter=lambda c: c == "keep") + keep_val, _ = store["0.keep"] + assert keep_val == 1 + + +class TestDefaultParquetDatasetFactoryDecoders(unittest.TestCase): + def setUp(self): + warnings.simplefilter("ignore", ResourceWarning) + self.temp_dir = tempfile.TemporaryDirectory() + self.root = Path(self.temp_dir.name) / "ds" + self.root.mkdir(parents=True) + + def tearDown(self): + gc.collect() + self.temp_dir.cleanup() + + def test_flat_columns_with_decoder_disabled(self): + t = pa.table({"n": [1, 2], "s": ["a", "b"]}) + pq.write_table(t, self.root / "p.parquet") + wc = WorkerConfig(rank=0, world_size=1, num_workers=0, seed_offset=0) + ds = DefaultParquetDatasetFactory( + EPath(self.root), + training=False, + worker_config=wc, + decoder=None, + decode_map=None, + subflavors={"src": "test"}, + ) + wc.worker_activate(0) + try: + sample = next(iter(ds.build())) + finally: + wc.worker_deactivate() + assert sample["n"] == 1 + assert sample["s"] == "a" + assert sample["__subflavors__"] == {"src": "test"} + + +class TestParquetCookerPartFilter(unittest.TestCase): + def setUp(self): + warnings.simplefilter("ignore", ResourceWarning) + self.temp_dir = tempfile.TemporaryDirectory() + self.root = Path(self.temp_dir.name) / "ds" + self.root.mkdir(parents=True) + + def tearDown(self): + gc.collect() + self.temp_dir.cleanup() + + def test_cooker_part_filter_excludes_columns(self): + t = pa.table({"keep": [10, 20], "drop": [999, 888]}) + pq.write_table(t, self.root / "data.parquet") + wc = WorkerConfig(rank=0, world_size=1, num_workers=0, seed_offset=0) + val_ds = get_val_dataset( + EPath(self.root), + split_part="train", + worker_config=wc, + batch_size=1, + task_encoder=ParquetCookerPartFilterEncoder(), + ) + loader = get_loader(val_ds) + seen = [int(batch.keep_val[0]) for batch in loader] + assert sorted(seen) == [10, 20] + + +if __name__ == "__main__": + unittest.main() From 2bebc88f9595cdddf7ce87445c45f14b68bb83f7 Mon Sep 17 00:00:00 2001 From: Lukas Voegtle <5764745+voegtlel@users.noreply.github.com> Date: Thu, 30 Apr 2026 14:12:06 +0200 Subject: [PATCH 4/5] Missing parquet dependency --- pyproject.toml | 4 + uv.lock | 1030 ++++++++++++++++++++++++++---------------------- 2 files changed, 568 insertions(+), 466 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 386287c7..88545238 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -46,6 +46,10 @@ dev = [ "sphinx-rtd-theme", "sphinx-click", ] +# Backwards-compatible alias; pyarrow is a core dependency (Parquet flavor). +parquet = [ + "pyarrow>=14.0.0", +] transforms = [ "torchvision", # Needed for megatron.energon.transforms ] diff --git a/uv.lock b/uv.lock index ed46b920..c86d29a9 100644 --- a/uv.lock +++ b/uv.lock @@ -9,7 +9,7 @@ resolution-markers = [ [[package]] name = "aiobotocore" -version = "3.4.0" +version = "3.5.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "aiohttp" }, @@ -21,9 +21,9 @@ dependencies = [ { name = "typing-extensions", marker = "python_full_version < '3.11'" }, { name = "wrapt" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/b8/50/a48ed11b15f926ce3dbb33e7fb0f25af17dbb99bcb7ae3b30c763723eca7/aiobotocore-3.4.0.tar.gz", hash = "sha256:a918b5cb903f81feba7e26835aed4b5e6bb2d0149d7f42bb2dd7d8089e3d9000", size = 122360 } +sdist = { url = "https://files.pythonhosted.org/packages/e6/89/9533b377e9412013cc43a539d81bc5f8feeb4b6830643821ad612f78b09b/aiobotocore-3.5.0.tar.gz", hash = "sha256:d45d1c4659ad0e48b694a5aa4ff18829100386f7de96c8d146ec7757a6f12918", size = 123061 } wheels = [ - { url = "https://files.pythonhosted.org/packages/df/d8/ce9386e6d76ea79e61dee15e62aa48cff6be69e89246b0ac4a11857cb02c/aiobotocore-3.4.0-py3-none-any.whl", hash = "sha256:26290eb6830ea92d8a6f5f90b56e9f5cedd6d126074d5db63b195e281d982465", size = 88018 }, + { url = "https://files.pythonhosted.org/packages/2d/05/6eeeadef45c24630af0ceae4d038b883e9a394786300529286ba8cc1e62d/aiobotocore-3.5.0-py3-none-any.whl", hash = "sha256:49ce35bb8b96b85d3251c2cbbb2ed7a028dc0cb0d0d0801f9ccca1ccd0d41ded", size = 88281 }, ] [[package]] @@ -239,33 +239,33 @@ wheels = [ [[package]] name = "av" -version = "17.0.0" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/b2/eb/abca886df3a091bc406feb5ff71b4c4f426beaae6b71b9697264ce8c7211/av-17.0.0.tar.gz", hash = "sha256:c53685df73775a8763c375c7b2d62a6cb149d992a26a4b098204da42ade8c3df", size = 4410769 } -wheels = [ - { url = "https://files.pythonhosted.org/packages/95/4d/ea1ac272eeea83014daca1783679a9e9f894e1e68e5eb4f717dd8813da2a/av-17.0.0-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:4b21bcff4144acae658c0efb011fa8668c7a9638384f3ae7f5add33f35b907c6", size = 23407827 }, - { url = "https://files.pythonhosted.org/packages/54/1a/e433766470c57c9c1c8558021de4d2466b3403ed629e48722d39d12baa6c/av-17.0.0-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:17cd518fc88dc449ce9dcfd0b40e9b3530266927375a743efc80d510adfb188b", size = 18829899 }, - { url = "https://files.pythonhosted.org/packages/5f/25/95ad714f950c188495ffbfef235d06a332123d6f266026a534801ffc2171/av-17.0.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:9a8b7b63a92d8dc7cbe5000546e4684176124ddd49fdd9c12570e3aa6dadf11a", size = 35348062 }, - { url = "https://files.pythonhosted.org/packages/7a/db/7f3f9e92f2ac8dba639ab01d69a33b723aa16b5e3e612dbfe667fbc02dcd/av-17.0.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:8706ce9b5d8d087d093b46a9781e7532c4a9e13874bca1da468be78efc56cecc", size = 37684503 }, - { url = "https://files.pythonhosted.org/packages/c1/53/3b356b14ba72354688c8d9777cf67b707769b6e14b63aaeb0cddeeac8d32/av-17.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:3a074835ce807434451086993fedfb3b223dacedb2119ab9d7a72480f2d77f32", size = 36547601 }, - { url = "https://files.pythonhosted.org/packages/cd/8d/f489cd6f9fe9c8b38dca00ecb39dc38836761767a4ec07dd95e62e124ac3/av-17.0.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f8ef8e8f1a0cbb2e0ad49266015e2277801a916e2186ac9451b493ff6dfdec27", size = 38815129 }, - { url = "https://files.pythonhosted.org/packages/fb/bd/e42536234e37caffd1a054de1a0e6abca226c5686e9672726a8d95511422/av-17.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:a795e153ff31a6430e974b4e6ad0d0fab695b78e3f17812293a0a34cd03ee6a9", size = 28984602 }, - { url = "https://files.pythonhosted.org/packages/b1/fb/55e3b5b5d1fc61466292f26fbcbabafa2642f378dc48875f8f554591e1a4/av-17.0.0-cp311-abi3-macosx_11_0_x86_64.whl", hash = "sha256:ed4013fac77c309a4a68141dcf6148f1821bb1073a36d4289379762a6372f711", size = 23238424 }, - { url = "https://files.pythonhosted.org/packages/52/03/9ace1acc08bc9ae38c14bf3a4b1360e995e4d999d1d33c2cbd7c9e77582a/av-17.0.0-cp311-abi3-macosx_14_0_arm64.whl", hash = "sha256:e44b6c83e9f3be9f79ee87d0b77a27cea9a9cd67bd630362c86b7e56a748dfbb", size = 18709043 }, - { url = "https://files.pythonhosted.org/packages/00/c0/637721f3cd5bb8bd16105a1a08efd781fc12f449931bdb3a4d0cfd63fa55/av-17.0.0-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:b440da6ac47da0629d509316f24bcd858f33158dbdd0f1b7293d71e99beb26de", size = 34018780 }, - { url = "https://files.pythonhosted.org/packages/d2/59/d19bc3257dd985d55337d7f0414c019414b97e16cd3690ebf9941a847543/av-17.0.0-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:1060cba85f97f4a337311169d92c0b5e143452cfa5ca0e65fa499d7955e8592e", size = 36358757 }, - { url = "https://files.pythonhosted.org/packages/52/6c/a1f4f2677bae6f2ade7a8a18e90ebdcf70690c9b1c4e40e118aa30fa313f/av-17.0.0-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:deda202e6021cfc7ba3e816897760ec5431309d59a4da1f75df3c0e9413d71e7", size = 35195281 }, - { url = "https://files.pythonhosted.org/packages/90/ea/52b0fc6f69432c7bf3f5fbe6f707113650aa40a1a05b9096ffc2bba4f77d/av-17.0.0-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:ffaf266a1a9c2148072de0a4b5ae98061465178d2cfaa69ee089761149342974", size = 37444817 }, - { url = "https://files.pythonhosted.org/packages/34/ad/d2172966282cb8f146c13b6be7416efefde74186460c5e1708ddfc13dba6/av-17.0.0-cp311-abi3-win_amd64.whl", hash = "sha256:45a35a40b2875bf2f98de7c952d74d960f92f319734e6d28e03b4c62a49e6f49", size = 28888553 }, - { url = "https://files.pythonhosted.org/packages/b0/bb/c5a4c4172c514d631fb506e6366b503576b8c7f29809cf42aca73e28ff01/av-17.0.0-cp311-abi3-win_arm64.whl", hash = "sha256:3d32e9b5c5bbcb872a0b6917b352a1db8a42142237826c9b49a36d5dbd9e9c26", size = 21916910 }, - { url = "https://files.pythonhosted.org/packages/7f/8e/c40ac08e63f79387c59f6ecc38f47d4c942b549130eee579ec1a91f6a291/av-17.0.0-cp314-cp314t-macosx_11_0_x86_64.whl", hash = "sha256:d13250fb4b4522e9a6bec32da082556d5f257110ea223758151375748d9bbe25", size = 23483029 }, - { url = "https://files.pythonhosted.org/packages/a9/fb/b4419494bfc249163ec393c613966d66db7e95c76da3345711cd115a79df/av-17.0.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:dbb56aa3b7ae72451d1bf6e9d37c7d83d39b97af712f73583ff419fbf08fc237", size = 18920446 }, - { url = "https://files.pythonhosted.org/packages/30/62/c2306d91602ddad2c56106f21dcb334fd51d5ea2e952f7fa025bb8aa39fc/av-17.0.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:a213ac9e83b7ab12c2e9f277a09cac8e9d85cf0883efdab7a87a60e2e4e48879", size = 37477266 }, - { url = "https://files.pythonhosted.org/packages/28/cd/c8510a9607886785c0b3ca019d503e888c3757529be42a7287fe2bfa92d5/av-17.0.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:e15c88bb0921f9435bcc5a27a0863dba571a80ad5e1389c4fcf2073833bb4a74", size = 39572988 }, - { url = "https://files.pythonhosted.org/packages/7d/2d/207d9361e25b5abec9be335bbab4df6b6b838e2214be4b374f4cfb285427/av-17.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:096cfd1e9fc896506726c7c42aaf9b370e78c2f257cde4d6ddb6c889bfcc49ec", size = 38399591 }, - { url = "https://files.pythonhosted.org/packages/73/ca/307740c6aa2980966bf11383ffcb04bacc5b13f3d268ab4cfb274ad6f793/av-17.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3649ab3d2c7f58049ded1a36e100c0d8fd529cf258f41dd88678ba824034d8c9", size = 40590681 }, - { url = "https://files.pythonhosted.org/packages/35/f2/6fdb26d0651adf409864cb2a0d60da107e467d3d1aabc94b234ead54324a/av-17.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:e5002271ab2135b551d980c2db8f3299d452e3b9d3633f24f6bb57fffe91cd10", size = 29216337 }, - { url = "https://files.pythonhosted.org/packages/41/0a/0896b829a39b5669a2d811e1a79598de661693685cd62b31f11d0c18e65b/av-17.0.0-cp314-cp314t-win_arm64.whl", hash = "sha256:dba98603fc4665b4f750de86fbaf6c0cfaece970671a9b529e0e3d1711e8367e", size = 22071058 }, +version = "17.0.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/4e/f0/8c8dca97ae0cf00e8e2a53bb5cb9aca5fd484f585ef3e9b412200aff3ebd/av-17.0.1.tar.gz", hash = "sha256:fbcbd4aa43bca6a8691816283112d1659a27f407bbeb66d1397023691339f5d4", size = 4411938 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f8/0c/cbc39b090ec8d30ff795f1fd2cde1b686d1943051cb11a6ba699a10c95cd/av-17.0.1-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:985c21095bfb9c4bb7ba362fbef7bf0194bd72b1d7d3c46e30d1f47c5d38b4df", size = 23409596 }, + { url = "https://files.pythonhosted.org/packages/01/cf/f92dc08c14c6f6fd89f98c25803f2024dbc6a43894e371925181a7d7a120/av-17.0.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:f585358fe0127990aea7887e940de4cdd745a2770605c31e54b2418fd0fdd8bd", size = 18831018 }, + { url = "https://files.pythonhosted.org/packages/a3/38/1769c0315df060f9631727ac757e20d36f9413a9f7fa8b085ed1ccd69001/av-17.0.1-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:50f9dd53a8ebef77606dca3b21710f660f9a6478484e79b9abda7c787b4f2403", size = 35336690 }, + { url = "https://files.pythonhosted.org/packages/e4/9c/6f2abe6179e9828f6e334201a6d3ca14e90e6eb4fb5ff0ccca68e7b0beb2/av-17.0.1-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:8270634c409f8efc9a24216e5dd90313d873b26ea4b5f172b14de52cbd15121c", size = 37669836 }, + { url = "https://files.pythonhosted.org/packages/a1/0b/f050ba5d3f294a2250f8b64eaa6059fc6df39573e5960f5833850aa50033/av-17.0.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:3a3f33bbfed2bcc65be37941bfeb6cc20bbe9cb7afc4ef1ac8d330972df098f9", size = 36536999 }, + { url = "https://files.pythonhosted.org/packages/cf/31/f9ed99d4c483bdb3695b7f4d5997cb2dc0b2d57ce1a6d28bce867b5ddaf9/av-17.0.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:09b1f1601cc4a4d9e616d197b345c363ba6abfe567cb3d6b18e45516126692b6", size = 38800109 }, + { url = "https://files.pythonhosted.org/packages/14/30/9b6c933458a585508b4585dba552b2bad57ef17908bcff109275b1eb9a39/av-17.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:f63b30067e6d88a3cce0d73d01ecfc0e6f091ad2bcf689db5dc305b0b4e8348c", size = 28985245 }, + { url = "https://files.pythonhosted.org/packages/4c/82/e7007dcef7bd2d2c377e2e85977701384f42d19fc808c2ccb3a99eaf58f2/av-17.0.1-cp311-abi3-macosx_11_0_x86_64.whl", hash = "sha256:987f4f46ceae4da6c614dcbd2b8149be9dbf680c3bb7a6841c58af9cff4d9230", size = 23238802 }, + { url = "https://files.pythonhosted.org/packages/6b/aa/858b09a08ea6f83f91be44b5a5adad13ae8d9ac8b80fda27e73c24bfb160/av-17.0.1-cp311-abi3-macosx_14_0_arm64.whl", hash = "sha256:d97f54e55b18a74912f479c1978aadd1341d38d892dee95bb5c2f2dccfa72f32", size = 18709338 }, + { url = "https://files.pythonhosted.org/packages/a8/8b/8de3fd21c4b0b74d44337421abeab0e71462337fb6a28fff888e0c356cbd/av-17.0.1-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:e6eee84afa48d0e9321047cd3e4facd44b401493f6bdc753e2e1d1e7c9e6d13e", size = 34007351 }, + { url = "https://files.pythonhosted.org/packages/02/28/167b291356c2cc315a2d62a95b0ceace72b5b0bf547de30b89313110f032/av-17.0.1-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:c58c71bffd9383908c85695ac61d3184c668accb04a5bd1b262e0fb8d09f60a5", size = 36345295 }, + { url = "https://files.pythonhosted.org/packages/04/fa/aae56f2ff2c204c408641e1120f5ca5ce9c3390cf5362245c6f1158704b5/av-17.0.1-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:42d6745d30a410ec9b22aef79a52a7ab5a001eb8f5adfd952946606a30983318", size = 35183754 }, + { url = "https://files.pythonhosted.org/packages/ba/bd/776046f27093aef80155a204ca7d82a887ae4ee72ba4ef8411b46ea7898c/av-17.0.1-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:3ed6bcd7021fe55832f95b8ef78dd01a4cb21faf3cd71f1e1bf4f20bf100b278", size = 37430809 }, + { url = "https://files.pythonhosted.org/packages/d9/d5/3261bd2c6b7f6c0aa8379fc970d1ecf496330990b992ad28607785074268/av-17.0.1-cp311-abi3-win_amd64.whl", hash = "sha256:9af524e8632a54032e361d6b88895bd3e7c6212ca560de60f5ccc525323c764c", size = 28889649 }, + { url = "https://files.pythonhosted.org/packages/98/39/381104e427a0c7231d2ec0d25d538d58fc20fc0458846b95860d3ef8073b/av-17.0.1-cp311-abi3-win_arm64.whl", hash = "sha256:50e58a473d65ea29b645e45c9fd8518a6783737135683ecc40571a91592bdfe4", size = 21918412 }, + { url = "https://files.pythonhosted.org/packages/c7/8c/bb1498f031abb6157b30b7fc2379359176953821b6ba59fbd89dbb56f61f/av-17.0.1-cp314-cp314t-macosx_11_0_x86_64.whl", hash = "sha256:1d33871742d1e71562db3c8e752cacc5a62766d7efc3ae408bff1c3e26ebb46e", size = 23484157 }, + { url = "https://files.pythonhosted.org/packages/1a/58/dedaef187b797243cd5762722e376c69c5ad95ab23db44127f09afc2cd66/av-17.0.1-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:1229e879f4b6431bc00f69d7f8891fe9a683b0a6e0e009e6c98eb7e449f0383d", size = 18920872 }, + { url = "https://files.pythonhosted.org/packages/9b/26/5c550231651d6285e6a5c4f6f4a0e67459bfe2b622a7c9352be8cca8c819/av-17.0.1-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:4744837f4116964280bcc72285e3cdd51361e98a696205aadd924203440ef511", size = 37471077 }, + { url = "https://files.pythonhosted.org/packages/59/e4/9807b89a9d775c6f015677996c48bce48aaff70b5d95885adf39e59832a2/av-17.0.1-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:3d0a7d45d9599bf9df9f8249827113d4f36df1cd6b5356227b997f0552dbc98e", size = 39566981 }, + { url = "https://files.pythonhosted.org/packages/5c/72/a22a657abc3de652f5b4f46cbbebdf7cba629752112791b81f05d340991d/av-17.0.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:9acd0b6a6e02af2b37f63d97a03ee2c47936d58e82425c3cd075a95245937c59", size = 38397369 }, + { url = "https://files.pythonhosted.org/packages/ae/b2/f4e83e41c1e3c186f34b7df506779d0cd7e40499e2e19519c7ece148cd20/av-17.0.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3d3a36204cb1f1e7691e6446afa8d6b7097b09946dae732c71c5d05ce09e506e", size = 40582445 }, + { url = "https://files.pythonhosted.org/packages/c8/59/8676188b72eed09d48ce6cfaf0f22b0bb9f3cfd74d388ee2b7fdf960536d/av-17.0.1-cp314-cp314t-win_amd64.whl", hash = "sha256:b87b98afe971cde123953073bc9c95ab0b7efd2ecc082dd2dbd11f9d9abf190e", size = 29217136 }, + { url = "https://files.pythonhosted.org/packages/5f/af/0a6e1d2a845988039f6c197fa7269b5e9abbe17354fb41cc9d75bb260fcb/av-17.0.1-cp314-cp314t-win_arm64.whl", hash = "sha256:a87a42c36e29f75e7dff7281944f2a6876a2c8875e225ccbf6c1ae62748b4caa", size = 22072676 }, ] [[package]] @@ -323,30 +323,30 @@ wheels = [ [[package]] name = "boto3" -version = "1.42.84" +version = "1.42.91" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "botocore" }, { name = "jmespath" }, { name = "s3transfer" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/88/89/2d647bd717da55a8cc68602b197f53a5fa36fb95a2f9e76c4aff11a9cfd1/boto3-1.42.84.tar.gz", hash = "sha256:6a84b3293a5d8b3adf827a54588e7dcffcf0a85410d7dadca615544f97d27579", size = 112816 } +sdist = { url = "https://files.pythonhosted.org/packages/a7/c0/98b8cec7ca22dde776df48c58940ae1abc425593959b7226e270760d726f/boto3-1.42.91.tar.gz", hash = "sha256:03d70532b17f7f84df37ca7e8c21553280454dea53ae12b15d1cfef9b16fcb8a", size = 113181 } wheels = [ - { url = "https://files.pythonhosted.org/packages/2d/31/cdf4326841613d1d181a77b3038a988800fb3373ca50de1639fba9fa87de/boto3-1.42.84-py3-none-any.whl", hash = "sha256:4d03ad3211832484037337292586f71f48707141288d9ac23049c04204f4ab03", size = 140555 }, + { url = "https://files.pythonhosted.org/packages/02/29/faba6521257c34085cc9b439ef98235b581772580f417fa3629728007270/boto3-1.42.91-py3-none-any.whl", hash = "sha256:04e72071cde022951ce7f81bd9933c90095ab8923e8ced61c8dacfe9edac0f5c", size = 140553 }, ] [[package]] name = "botocore" -version = "1.42.84" +version = "1.42.91" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "jmespath" }, { name = "python-dateutil" }, { name = "urllib3" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/b4/b7/1c03423843fb0d1795b686511c00ee63fed1234c2400f469aeedfd42212f/botocore-1.42.84.tar.gz", hash = "sha256:234064604c80d9272a5e9f6b3566d260bcaa053a5e05246db90d7eca1c2cf44b", size = 15148615 } +sdist = { url = "https://files.pythonhosted.org/packages/21/bc/a4b7c46471c2e789ad8c4c7acfd7f302fdb481d93ff870f441249b924ae6/botocore-1.42.91.tar.gz", hash = "sha256:d252e27bc454afdbf5ed3dc617aa423f2c855c081e98b7963093399483ecc698", size = 15213010 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e3/37/0c0c90361c8a1b9e6c75222ca24ae12996a298c0e18822a72ab229c37207/botocore-1.42.84-py3-none-any.whl", hash = "sha256:15f3fe07dfa6545e46a60c4b049fe2bdf63803c595ae4a4eec90e8f8172764f3", size = 14827061 }, + { url = "https://files.pythonhosted.org/packages/b1/fc/24cc0a47c824f13933e210e9ad034b4fba22f7185b8d904c0fbf5a3b2be8/botocore-1.42.91-py3-none-any.whl", hash = "sha256:7a28c3cc6bfab5724ad18899d52402b776a0de7d87fa20c3c5270bcaaf199ce8", size = 14897344 }, ] [[package]] @@ -369,11 +369,11 @@ wheels = [ [[package]] name = "certifi" -version = "2026.2.25" +version = "2026.4.22" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/af/2d/7bf41579a8986e348fa033a31cdd0e4121114f6bce2457e8876010b092dd/certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7", size = 155029 } +sdist = { url = "https://files.pythonhosted.org/packages/25/ee/6caf7a40c36a1220410afe15a1cc64993a1f864871f698c0f93acb72842a/certifi-2026.4.22.tar.gz", hash = "sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580", size = 137077 } wheels = [ - { url = "https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa", size = 153684 }, + { url = "https://files.pythonhosted.org/packages/22/30/7cd8fdcdfbc5b869528b079bfb76dcdf6056b1a2097a662e5e8c04f42965/certifi-2026.4.22-py3-none-any.whl", hash = "sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a", size = 135707 }, ] [[package]] @@ -574,14 +574,14 @@ wheels = [ [[package]] name = "click" -version = "8.3.2" +version = "8.3.3" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "colorama", marker = "sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/57/75/31212c6bf2503fdf920d87fee5d7a86a2e3bcf444984126f13d8e4016804/click-8.3.2.tar.gz", hash = "sha256:14162b8b3b3550a7d479eafa77dfd3c38d9dc8951f6f69c78913a8f9a7540fd5", size = 302856 } +sdist = { url = "https://files.pythonhosted.org/packages/bb/63/f9e1ea081ce35720d8b92acde70daaedace594dc93b693c869e0d5910718/click-8.3.3.tar.gz", hash = "sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2", size = 328061 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e4/20/71885d8b97d4f3dde17b1fdb92dbd4908b00541c5a3379787137285f602e/click-8.3.2-py3-none-any.whl", hash = "sha256:1924d2c27c5653561cd2cae4548d1406039cb79b858b747cfea24924bbc1616d", size = 108379 }, + { url = "https://files.pythonhosted.org/packages/ae/44/c1221527f6a71a01ec6fbad7fa78f1d50dfa02217385cf0fa3eec7087d59/click-8.3.3-py3-none-any.whl", hash = "sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613", size = 110502 }, ] [[package]] @@ -604,62 +604,62 @@ wheels = [ [[package]] name = "cryptography" -version = "46.0.6" +version = "46.0.7" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "cffi", marker = "platform_python_implementation != 'PyPy'" }, { name = "typing-extensions", marker = "python_full_version < '3.11'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/a4/ba/04b1bd4218cbc58dc90ce967106d51582371b898690f3ae0402876cc4f34/cryptography-46.0.6.tar.gz", hash = "sha256:27550628a518c5c6c903d84f637fbecf287f6cb9ced3804838a1295dc1fd0759", size = 750542 } -wheels = [ - { url = "https://files.pythonhosted.org/packages/47/23/9285e15e3bc57325b0a72e592921983a701efc1ee8f91c06c5f0235d86d9/cryptography-46.0.6-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:64235194bad039a10bb6d2d930ab3323baaec67e2ce36215fd0952fad0930ca8", size = 7176401 }, - { url = "https://files.pythonhosted.org/packages/60/f8/e61f8f13950ab6195b31913b42d39f0f9afc7d93f76710f299b5ec286ae6/cryptography-46.0.6-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:26031f1e5ca62fcb9d1fcb34b2b60b390d1aacaa15dc8b895a9ed00968b97b30", size = 4275275 }, - { url = "https://files.pythonhosted.org/packages/19/69/732a736d12c2631e140be2348b4ad3d226302df63ef64d30dfdb8db7ad1c/cryptography-46.0.6-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9a693028b9cbe51b5a1136232ee8f2bc242e4e19d456ded3fa7c86e43c713b4a", size = 4425320 }, - { url = "https://files.pythonhosted.org/packages/d4/12/123be7292674abf76b21ac1fc0e1af50661f0e5b8f0ec8285faac18eb99e/cryptography-46.0.6-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:67177e8a9f421aa2d3a170c3e56eca4e0128883cf52a071a7cbf53297f18b175", size = 4278082 }, - { url = "https://files.pythonhosted.org/packages/5b/ba/d5e27f8d68c24951b0a484924a84c7cdaed7502bac9f18601cd357f8b1d2/cryptography-46.0.6-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:d9528b535a6c4f8ff37847144b8986a9a143585f0540fbcb1a98115b543aa463", size = 4926514 }, - { url = "https://files.pythonhosted.org/packages/34/71/1ea5a7352ae516d5512d17babe7e1b87d9db5150b21f794b1377eac1edc0/cryptography-46.0.6-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:22259338084d6ae497a19bae5d4c66b7ca1387d3264d1c2c0e72d9e9b6a77b97", size = 4457766 }, - { url = "https://files.pythonhosted.org/packages/01/59/562be1e653accee4fdad92c7a2e88fced26b3fdfce144047519bbebc299e/cryptography-46.0.6-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:760997a4b950ff00d418398ad73fbc91aa2894b5c1db7ccb45b4f68b42a63b3c", size = 3986535 }, - { url = "https://files.pythonhosted.org/packages/d6/8b/b1ebfeb788bf4624d36e45ed2662b8bd43a05ff62157093c1539c1288a18/cryptography-46.0.6-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:3dfa6567f2e9e4c5dceb8ccb5a708158a2a871052fa75c8b78cb0977063f1507", size = 4277618 }, - { url = "https://files.pythonhosted.org/packages/dd/52/a005f8eabdb28df57c20f84c44d397a755782d6ff6d455f05baa2785bd91/cryptography-46.0.6-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:cdcd3edcbc5d55757e5f5f3d330dd00007ae463a7e7aa5bf132d1f22a4b62b19", size = 4890802 }, - { url = "https://files.pythonhosted.org/packages/ec/4d/8e7d7245c79c617d08724e2efa397737715ca0ec830ecb3c91e547302555/cryptography-46.0.6-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:d4e4aadb7fc1f88687f47ca20bb7227981b03afaae69287029da08096853b738", size = 4457425 }, - { url = "https://files.pythonhosted.org/packages/1d/5c/f6c3596a1430cec6f949085f0e1a970638d76f81c3ea56d93d564d04c340/cryptography-46.0.6-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:2b417edbe8877cda9022dde3a008e2deb50be9c407eef034aeeb3a8b11d9db3c", size = 4405530 }, - { url = "https://files.pythonhosted.org/packages/7e/c9/9f9cea13ee2dbde070424e0c4f621c091a91ffcc504ffea5e74f0e1daeff/cryptography-46.0.6-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:380343e0653b1c9d7e1f55b52aaa2dbb2fdf2730088d48c43ca1c7c0abb7cc2f", size = 4667896 }, - { url = "https://files.pythonhosted.org/packages/ad/b5/1895bc0821226f129bc74d00eccfc6a5969e2028f8617c09790bf89c185e/cryptography-46.0.6-cp311-abi3-win32.whl", hash = "sha256:bcb87663e1f7b075e48c3be3ecb5f0b46c8fc50b50a97cf264e7f60242dca3f2", size = 3026348 }, - { url = "https://files.pythonhosted.org/packages/c3/f8/c9bcbf0d3e6ad288b9d9aa0b1dee04b063d19e8c4f871855a03ab3a297ab/cryptography-46.0.6-cp311-abi3-win_amd64.whl", hash = "sha256:6739d56300662c468fddb0e5e291f9b4d084bead381667b9e654c7dd81705124", size = 3483896 }, - { url = "https://files.pythonhosted.org/packages/01/41/3a578f7fd5c70611c0aacba52cd13cb364a5dee895a5c1d467208a9380b0/cryptography-46.0.6-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:2ef9e69886cbb137c2aef9772c2e7138dc581fad4fcbcf13cc181eb5a3ab6275", size = 7117147 }, - { url = "https://files.pythonhosted.org/packages/fa/87/887f35a6fca9dde90cad08e0de0c89263a8e59b2d2ff904fd9fcd8025b6f/cryptography-46.0.6-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7f417f034f91dcec1cb6c5c35b07cdbb2ef262557f701b4ecd803ee8cefed4f4", size = 4266221 }, - { url = "https://files.pythonhosted.org/packages/aa/a8/0a90c4f0b0871e0e3d1ed126aed101328a8a57fd9fd17f00fb67e82a51ca/cryptography-46.0.6-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d24c13369e856b94892a89ddf70b332e0b70ad4a5c43cf3e9cb71d6d7ffa1f7b", size = 4408952 }, - { url = "https://files.pythonhosted.org/packages/16/0b/b239701eb946523e4e9f329336e4ff32b1247e109cbab32d1a7b61da8ed7/cryptography-46.0.6-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:aad75154a7ac9039936d50cf431719a2f8d4ed3d3c277ac03f3339ded1a5e707", size = 4270141 }, - { url = "https://files.pythonhosted.org/packages/0f/a8/976acdd4f0f30df7b25605f4b9d3d89295351665c2091d18224f7ad5cdbf/cryptography-46.0.6-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:3c21d92ed15e9cfc6eb64c1f5a0326db22ca9c2566ca46d845119b45b4400361", size = 4904178 }, - { url = "https://files.pythonhosted.org/packages/b1/1b/bf0e01a88efd0e59679b69f42d4afd5bced8700bb5e80617b2d63a3741af/cryptography-46.0.6-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:4668298aef7cddeaf5c6ecc244c2302a2b8e40f384255505c22875eebb47888b", size = 4441812 }, - { url = "https://files.pythonhosted.org/packages/bb/8b/11df86de2ea389c65aa1806f331cae145f2ed18011f30234cc10ca253de8/cryptography-46.0.6-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:8ce35b77aaf02f3b59c90b2c8a05c73bac12cea5b4e8f3fbece1f5fddea5f0ca", size = 3963923 }, - { url = "https://files.pythonhosted.org/packages/91/e0/207fb177c3a9ef6a8108f234208c3e9e76a6aa8cf20d51932916bd43bda0/cryptography-46.0.6-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:c89eb37fae9216985d8734c1afd172ba4927f5a05cfd9bf0e4863c6d5465b013", size = 4269695 }, - { url = "https://files.pythonhosted.org/packages/21/5e/19f3260ed1e95bced52ace7501fabcd266df67077eeb382b79c81729d2d3/cryptography-46.0.6-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:ed418c37d095aeddf5336898a132fba01091f0ac5844e3e8018506f014b6d2c4", size = 4869785 }, - { url = "https://files.pythonhosted.org/packages/10/38/cd7864d79aa1d92ef6f1a584281433419b955ad5a5ba8d1eb6c872165bcb/cryptography-46.0.6-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:69cf0056d6947edc6e6760e5f17afe4bea06b56a9ac8a06de9d2bd6b532d4f3a", size = 4441404 }, - { url = "https://files.pythonhosted.org/packages/09/0a/4fe7a8d25fed74419f91835cf5829ade6408fd1963c9eae9c4bce390ecbb/cryptography-46.0.6-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8e7304c4f4e9490e11efe56af6713983460ee0780f16c63f219984dab3af9d2d", size = 4397549 }, - { url = "https://files.pythonhosted.org/packages/5f/a0/7d738944eac6513cd60a8da98b65951f4a3b279b93479a7e8926d9cd730b/cryptography-46.0.6-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:b928a3ca837c77a10e81a814a693f2295200adb3352395fad024559b7be7a736", size = 4651874 }, - { url = "https://files.pythonhosted.org/packages/cb/f1/c2326781ca05208845efca38bf714f76939ae446cd492d7613808badedf1/cryptography-46.0.6-cp314-cp314t-win32.whl", hash = "sha256:97c8115b27e19e592a05c45d0dd89c57f81f841cc9880e353e0d3bf25b2139ed", size = 3001511 }, - { url = "https://files.pythonhosted.org/packages/c9/57/fe4a23eb549ac9d903bd4698ffda13383808ef0876cc912bcb2838799ece/cryptography-46.0.6-cp314-cp314t-win_amd64.whl", hash = "sha256:c797e2517cb7880f8297e2c0f43bb910e91381339336f75d2c1c2cbf811b70b4", size = 3471692 }, - { url = "https://files.pythonhosted.org/packages/c4/cc/f330e982852403da79008552de9906804568ae9230da8432f7496ce02b71/cryptography-46.0.6-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:12cae594e9473bca1a7aceb90536060643128bb274fcea0fc459ab90f7d1ae7a", size = 7162776 }, - { url = "https://files.pythonhosted.org/packages/49/b3/dc27efd8dcc4bff583b3f01d4a3943cd8b5821777a58b3a6a5f054d61b79/cryptography-46.0.6-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:639301950939d844a9e1c4464d7e07f902fe9a7f6b215bb0d4f28584729935d8", size = 4270529 }, - { url = "https://files.pythonhosted.org/packages/e6/05/e8d0e6eb4f0d83365b3cb0e00eb3c484f7348db0266652ccd84632a3d58d/cryptography-46.0.6-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ed3775295fb91f70b4027aeba878d79b3e55c0b3e97eaa4de71f8f23a9f2eb77", size = 4414827 }, - { url = "https://files.pythonhosted.org/packages/2f/97/daba0f5d2dc6d855e2dcb70733c812558a7977a55dd4a6722756628c44d1/cryptography-46.0.6-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:8927ccfbe967c7df312ade694f987e7e9e22b2425976ddbf28271d7e58845290", size = 4271265 }, - { url = "https://files.pythonhosted.org/packages/89/06/fe1fce39a37ac452e58d04b43b0855261dac320a2ebf8f5260dd55b201a9/cryptography-46.0.6-cp38-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:b12c6b1e1651e42ab5de8b1e00dc3b6354fdfd778e7fa60541ddacc27cd21410", size = 4916800 }, - { url = "https://files.pythonhosted.org/packages/ff/8a/b14f3101fe9c3592603339eb5d94046c3ce5f7fc76d6512a2d40efd9724e/cryptography-46.0.6-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:063b67749f338ca9c5a0b7fe438a52c25f9526b851e24e6c9310e7195aad3b4d", size = 4448771 }, - { url = "https://files.pythonhosted.org/packages/01/b3/0796998056a66d1973fd52ee89dc1bb3b6581960a91ad4ac705f182d398f/cryptography-46.0.6-cp38-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:02fad249cb0e090b574e30b276a3da6a149e04ee2f049725b1f69e7b8351ec70", size = 3978333 }, - { url = "https://files.pythonhosted.org/packages/c5/3d/db200af5a4ffd08918cd55c08399dc6c9c50b0bc72c00a3246e099d3a849/cryptography-46.0.6-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:7e6142674f2a9291463e5e150090b95a8519b2fb6e6aaec8917dd8d094ce750d", size = 4271069 }, - { url = "https://files.pythonhosted.org/packages/d7/18/61acfd5b414309d74ee838be321c636fe71815436f53c9f0334bf19064fa/cryptography-46.0.6-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:456b3215172aeefb9284550b162801d62f5f264a081049a3e94307fe20792cfa", size = 4878358 }, - { url = "https://files.pythonhosted.org/packages/8b/65/5bf43286d566f8171917cae23ac6add941654ccf085d739195a4eacf1674/cryptography-46.0.6-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:341359d6c9e68834e204ceaf25936dffeafea3829ab80e9503860dcc4f4dac58", size = 4448061 }, - { url = "https://files.pythonhosted.org/packages/e0/25/7e49c0fa7205cf3597e525d156a6bce5b5c9de1fd7e8cb01120e459f205a/cryptography-46.0.6-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:9a9c42a2723999a710445bc0d974e345c32adfd8d2fac6d8a251fa829ad31cfb", size = 4399103 }, - { url = "https://files.pythonhosted.org/packages/44/46/466269e833f1c4718d6cd496ffe20c56c9c8d013486ff66b4f69c302a68d/cryptography-46.0.6-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:6617f67b1606dfd9fe4dbfa354a9508d4a6d37afe30306fe6c101b7ce3274b72", size = 4659255 }, - { url = "https://files.pythonhosted.org/packages/0a/09/ddc5f630cc32287d2c953fc5d32705e63ec73e37308e5120955316f53827/cryptography-46.0.6-cp38-abi3-win32.whl", hash = "sha256:7f6690b6c55e9c5332c0b59b9c8a3fb232ebf059094c17f9019a51e9827df91c", size = 3010660 }, - { url = "https://files.pythonhosted.org/packages/1b/82/ca4893968aeb2709aacfb57a30dec6fa2ab25b10fa9f064b8882ce33f599/cryptography-46.0.6-cp38-abi3-win_amd64.whl", hash = "sha256:79e865c642cfc5c0b3eb12af83c35c5aeff4fa5c672dc28c43721c2c9fdd2f0f", size = 3471160 }, - { url = "https://files.pythonhosted.org/packages/2e/84/7ccff00ced5bac74b775ce0beb7d1be4e8637536b522b5df9b73ada42da2/cryptography-46.0.6-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:2ea0f37e9a9cf0df2952893ad145fd9627d326a59daec9b0802480fa3bcd2ead", size = 3475444 }, - { url = "https://files.pythonhosted.org/packages/bc/1f/4c926f50df7749f000f20eede0c896769509895e2648db5da0ed55db711d/cryptography-46.0.6-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:a3e84d5ec9ba01f8fd03802b2147ba77f0c8f2617b2aff254cedd551844209c8", size = 4218227 }, - { url = "https://files.pythonhosted.org/packages/c6/65/707be3ffbd5f786028665c3223e86e11c4cda86023adbc56bd72b1b6bab5/cryptography-46.0.6-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:12f0fa16cc247b13c43d56d7b35287ff1569b5b1f4c5e87e92cc4fcc00cd10c0", size = 4381399 }, - { url = "https://files.pythonhosted.org/packages/f3/6d/73557ed0ef7d73d04d9aba745d2c8e95218213687ee5e76b7d236a5030fc/cryptography-46.0.6-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:50575a76e2951fe7dbd1f56d181f8c5ceeeb075e9ff88e7ad997d2f42af06e7b", size = 4217595 }, - { url = "https://files.pythonhosted.org/packages/9e/c5/e1594c4eec66a567c3ac4400008108a415808be2ce13dcb9a9045c92f1a0/cryptography-46.0.6-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:90e5f0a7b3be5f40c3a0a0eafb32c681d8d2c181fc2a1bdabe9b3f611d9f6b1a", size = 4380912 }, - { url = "https://files.pythonhosted.org/packages/1a/89/843b53614b47f97fe1abc13f9a86efa5ec9e275292c457af1d4a60dc80e0/cryptography-46.0.6-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:6728c49e3b2c180ef26f8e9f0a883a2c585638db64cf265b49c9ba10652d430e", size = 3409955 }, +sdist = { url = "https://files.pythonhosted.org/packages/47/93/ac8f3d5ff04d54bc814e961a43ae5b0b146154c89c61b47bb07557679b18/cryptography-46.0.7.tar.gz", hash = "sha256:e4cfd68c5f3e0bfdad0d38e023239b96a2fe84146481852dffbcca442c245aa5", size = 750652 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0b/5d/4a8f770695d73be252331e60e526291e3df0c9b27556a90a6b47bccca4c2/cryptography-46.0.7-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:ea42cbe97209df307fdc3b155f1b6fa2577c0defa8f1f7d3be7d31d189108ad4", size = 7179869 }, + { url = "https://files.pythonhosted.org/packages/5f/45/6d80dc379b0bbc1f9d1e429f42e4cb9e1d319c7a8201beffd967c516ea01/cryptography-46.0.7-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:b36a4695e29fe69215d75960b22577197aca3f7a25b9cf9d165dcfe9d80bc325", size = 4275492 }, + { url = "https://files.pythonhosted.org/packages/4a/9a/1765afe9f572e239c3469f2cb429f3ba7b31878c893b246b4b2994ffe2fe/cryptography-46.0.7-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5ad9ef796328c5e3c4ceed237a183f5d41d21150f972455a9d926593a1dcb308", size = 4426670 }, + { url = "https://files.pythonhosted.org/packages/8f/3e/af9246aaf23cd4ee060699adab1e47ced3f5f7e7a8ffdd339f817b446462/cryptography-46.0.7-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:73510b83623e080a2c35c62c15298096e2a5dc8d51c3b4e1740211839d0dea77", size = 4280275 }, + { url = "https://files.pythonhosted.org/packages/0f/54/6bbbfc5efe86f9d71041827b793c24811a017c6ac0fd12883e4caa86b8ed/cryptography-46.0.7-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:cbd5fb06b62bd0721e1170273d3f4d5a277044c47ca27ee257025146c34cbdd1", size = 4928402 }, + { url = "https://files.pythonhosted.org/packages/2d/cf/054b9d8220f81509939599c8bdbc0c408dbd2bdd41688616a20731371fe0/cryptography-46.0.7-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:420b1e4109cc95f0e5700eed79908cef9268265c773d3a66f7af1eef53d409ef", size = 4459985 }, + { url = "https://files.pythonhosted.org/packages/f9/46/4e4e9c6040fb01c7467d47217d2f882daddeb8828f7df800cb806d8a2288/cryptography-46.0.7-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:24402210aa54baae71d99441d15bb5a1919c195398a87b563df84468160a65de", size = 3990652 }, + { url = "https://files.pythonhosted.org/packages/36/5f/313586c3be5a2fbe87e4c9a254207b860155a8e1f3cca99f9910008e7d08/cryptography-46.0.7-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:8a469028a86f12eb7d2fe97162d0634026d92a21f3ae0ac87ed1c4a447886c83", size = 4279805 }, + { url = "https://files.pythonhosted.org/packages/69/33/60dfc4595f334a2082749673386a4d05e4f0cf4df8248e63b2c3437585f2/cryptography-46.0.7-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:9694078c5d44c157ef3162e3bf3946510b857df5a3955458381d1c7cfc143ddb", size = 4892883 }, + { url = "https://files.pythonhosted.org/packages/c7/0b/333ddab4270c4f5b972f980adef4faa66951a4aaf646ca067af597f15563/cryptography-46.0.7-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:42a1e5f98abb6391717978baf9f90dc28a743b7d9be7f0751a6f56a75d14065b", size = 4459756 }, + { url = "https://files.pythonhosted.org/packages/d2/14/633913398b43b75f1234834170947957c6b623d1701ffc7a9600da907e89/cryptography-46.0.7-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:91bbcb08347344f810cbe49065914fe048949648f6bd5c2519f34619142bbe85", size = 4410244 }, + { url = "https://files.pythonhosted.org/packages/10/f2/19ceb3b3dc14009373432af0c13f46aa08e3ce334ec6eff13492e1812ccd/cryptography-46.0.7-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:5d1c02a14ceb9148cc7816249f64f623fbfee39e8c03b3650d842ad3f34d637e", size = 4674868 }, + { url = "https://files.pythonhosted.org/packages/1a/bb/a5c213c19ee94b15dfccc48f363738633a493812687f5567addbcbba9f6f/cryptography-46.0.7-cp311-abi3-win32.whl", hash = "sha256:d23c8ca48e44ee015cd0a54aeccdf9f09004eba9fc96f38c911011d9ff1bd457", size = 3026504 }, + { url = "https://files.pythonhosted.org/packages/2b/02/7788f9fefa1d060ca68717c3901ae7fffa21ee087a90b7f23c7a603c32ae/cryptography-46.0.7-cp311-abi3-win_amd64.whl", hash = "sha256:397655da831414d165029da9bc483bed2fe0e75dde6a1523ec2fe63f3c46046b", size = 3488363 }, + { url = "https://files.pythonhosted.org/packages/7b/56/15619b210e689c5403bb0540e4cb7dbf11a6bf42e483b7644e471a2812b3/cryptography-46.0.7-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:d151173275e1728cf7839aaa80c34fe550c04ddb27b34f48c232193df8db5842", size = 7119671 }, + { url = "https://files.pythonhosted.org/packages/74/66/e3ce040721b0b5599e175ba91ab08884c75928fbeb74597dd10ef13505d2/cryptography-46.0.7-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:db0f493b9181c7820c8134437eb8b0b4792085d37dbb24da050476ccb664e59c", size = 4268551 }, + { url = "https://files.pythonhosted.org/packages/03/11/5e395f961d6868269835dee1bafec6a1ac176505a167f68b7d8818431068/cryptography-46.0.7-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ebd6daf519b9f189f85c479427bbd6e9c9037862cf8fe89ee35503bd209ed902", size = 4408887 }, + { url = "https://files.pythonhosted.org/packages/40/53/8ed1cf4c3b9c8e611e7122fb56f1c32d09e1fff0f1d77e78d9ff7c82653e/cryptography-46.0.7-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:b7b412817be92117ec5ed95f880defe9cf18a832e8cafacf0a22337dc1981b4d", size = 4271354 }, + { url = "https://files.pythonhosted.org/packages/50/46/cf71e26025c2e767c5609162c866a78e8a2915bbcfa408b7ca495c6140c4/cryptography-46.0.7-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:fbfd0e5f273877695cb93baf14b185f4878128b250cc9f8e617ea0c025dfb022", size = 4905845 }, + { url = "https://files.pythonhosted.org/packages/c0/ea/01276740375bac6249d0a971ebdf6b4dc9ead0ee0a34ef3b5a88c1a9b0d4/cryptography-46.0.7-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:ffca7aa1d00cf7d6469b988c581598f2259e46215e0140af408966a24cf086ce", size = 4444641 }, + { url = "https://files.pythonhosted.org/packages/3d/4c/7d258f169ae71230f25d9f3d06caabcff8c3baf0978e2b7d65e0acac3827/cryptography-46.0.7-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:60627cf07e0d9274338521205899337c5d18249db56865f943cbe753aa96f40f", size = 3967749 }, + { url = "https://files.pythonhosted.org/packages/b5/2a/2ea0767cad19e71b3530e4cad9605d0b5e338b6a1e72c37c9c1ceb86c333/cryptography-46.0.7-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:80406c3065e2c55d7f49a9550fe0c49b3f12e5bfff5dedb727e319e1afb9bf99", size = 4270942 }, + { url = "https://files.pythonhosted.org/packages/41/3d/fe14df95a83319af25717677e956567a105bb6ab25641acaa093db79975d/cryptography-46.0.7-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:c5b1ccd1239f48b7151a65bc6dd54bcfcc15e028c8ac126d3fada09db0e07ef1", size = 4871079 }, + { url = "https://files.pythonhosted.org/packages/9c/59/4a479e0f36f8f378d397f4eab4c850b4ffb79a2f0d58704b8fa0703ddc11/cryptography-46.0.7-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:d5f7520159cd9c2154eb61eb67548ca05c5774d39e9c2c4339fd793fe7d097b2", size = 4443999 }, + { url = "https://files.pythonhosted.org/packages/28/17/b59a741645822ec6d04732b43c5d35e4ef58be7bfa84a81e5ae6f05a1d33/cryptography-46.0.7-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:fcd8eac50d9138c1d7fc53a653ba60a2bee81a505f9f8850b6b2888555a45d0e", size = 4399191 }, + { url = "https://files.pythonhosted.org/packages/59/6a/bb2e166d6d0e0955f1e9ff70f10ec4b2824c9cfcdb4da772c7dd69cc7d80/cryptography-46.0.7-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:65814c60f8cc400c63131584e3e1fad01235edba2614b61fbfbfa954082db0ee", size = 4655782 }, + { url = "https://files.pythonhosted.org/packages/95/b6/3da51d48415bcb63b00dc17c2eff3a651b7c4fed484308d0f19b30e8cb2c/cryptography-46.0.7-cp314-cp314t-win32.whl", hash = "sha256:fdd1736fed309b4300346f88f74cd120c27c56852c3838cab416e7a166f67298", size = 3002227 }, + { url = "https://files.pythonhosted.org/packages/32/a8/9f0e4ed57ec9cebe506e58db11ae472972ecb0c659e4d52bbaee80ca340a/cryptography-46.0.7-cp314-cp314t-win_amd64.whl", hash = "sha256:e06acf3c99be55aa3b516397fe42f5855597f430add9c17fa46bf2e0fb34c9bb", size = 3475332 }, + { url = "https://files.pythonhosted.org/packages/a7/7f/cd42fc3614386bc0c12f0cb3c4ae1fc2bbca5c9662dfed031514911d513d/cryptography-46.0.7-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:462ad5cb1c148a22b2e3bcc5ad52504dff325d17daf5df8d88c17dda1f75f2a4", size = 7165618 }, + { url = "https://files.pythonhosted.org/packages/a5/d0/36a49f0262d2319139d2829f773f1b97ef8aef7f97e6e5bd21455e5a8fb5/cryptography-46.0.7-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:84d4cced91f0f159a7ddacad249cc077e63195c36aac40b4150e7a57e84fffe7", size = 4270628 }, + { url = "https://files.pythonhosted.org/packages/8a/6c/1a42450f464dda6ffbe578a911f773e54dd48c10f9895a23a7e88b3e7db5/cryptography-46.0.7-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:128c5edfe5e5938b86b03941e94fac9ee793a94452ad1365c9fc3f4f62216832", size = 4415405 }, + { url = "https://files.pythonhosted.org/packages/9a/92/4ed714dbe93a066dc1f4b4581a464d2d7dbec9046f7c8b7016f5286329e2/cryptography-46.0.7-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:5e51be372b26ef4ba3de3c167cd3d1022934bc838ae9eaad7e644986d2a3d163", size = 4272715 }, + { url = "https://files.pythonhosted.org/packages/b7/e6/a26b84096eddd51494bba19111f8fffe976f6a09f132706f8f1bf03f51f7/cryptography-46.0.7-cp38-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:cdf1a610ef82abb396451862739e3fc93b071c844399e15b90726ef7470eeaf2", size = 4918400 }, + { url = "https://files.pythonhosted.org/packages/c7/08/ffd537b605568a148543ac3c2b239708ae0bd635064bab41359252ef88ed/cryptography-46.0.7-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:1d25aee46d0c6f1a501adcddb2d2fee4b979381346a78558ed13e50aa8a59067", size = 4450634 }, + { url = "https://files.pythonhosted.org/packages/16/01/0cd51dd86ab5b9befe0d031e276510491976c3a80e9f6e31810cce46c4ad/cryptography-46.0.7-cp38-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:cdfbe22376065ffcf8be74dc9a909f032df19bc58a699456a21712d6e5eabfd0", size = 3985233 }, + { url = "https://files.pythonhosted.org/packages/92/49/819d6ed3a7d9349c2939f81b500a738cb733ab62fbecdbc1e38e83d45e12/cryptography-46.0.7-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:abad9dac36cbf55de6eb49badd4016806b3165d396f64925bf2999bcb67837ba", size = 4271955 }, + { url = "https://files.pythonhosted.org/packages/80/07/ad9b3c56ebb95ed2473d46df0847357e01583f4c52a85754d1a55e29e4d0/cryptography-46.0.7-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:935ce7e3cfdb53e3536119a542b839bb94ec1ad081013e9ab9b7cfd478b05006", size = 4879888 }, + { url = "https://files.pythonhosted.org/packages/b8/c7/201d3d58f30c4c2bdbe9b03844c291feb77c20511cc3586daf7edc12a47b/cryptography-46.0.7-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:35719dc79d4730d30f1c2b6474bd6acda36ae2dfae1e3c16f2051f215df33ce0", size = 4449961 }, + { url = "https://files.pythonhosted.org/packages/a5/ef/649750cbf96f3033c3c976e112265c33906f8e462291a33d77f90356548c/cryptography-46.0.7-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:7bbc6ccf49d05ac8f7d7b5e2e2c33830d4fe2061def88210a126d130d7f71a85", size = 4401696 }, + { url = "https://files.pythonhosted.org/packages/41/52/a8908dcb1a389a459a29008c29966c1d552588d4ae6d43f3a1a4512e0ebe/cryptography-46.0.7-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a1529d614f44b863a7b480c6d000fe93b59acee9c82ffa027cfadc77521a9f5e", size = 4664256 }, + { url = "https://files.pythonhosted.org/packages/4b/fa/f0ab06238e899cc3fb332623f337a7364f36f4bb3f2534c2bb95a35b132c/cryptography-46.0.7-cp38-abi3-win32.whl", hash = "sha256:f247c8c1a1fb45e12586afbb436ef21ff1e80670b2861a90353d9b025583d246", size = 3013001 }, + { url = "https://files.pythonhosted.org/packages/d2/f1/00ce3bde3ca542d1acd8f8cfa38e446840945aa6363f9b74746394b14127/cryptography-46.0.7-cp38-abi3-win_amd64.whl", hash = "sha256:506c4ff91eff4f82bdac7633318a526b1d1309fc07ca76a3ad182cb5b686d6d3", size = 3472985 }, + { url = "https://files.pythonhosted.org/packages/63/0c/dca8abb64e7ca4f6b2978769f6fea5ad06686a190cec381f0a796fdcaaba/cryptography-46.0.7-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:fc9ab8856ae6cf7c9358430e49b368f3108f050031442eaeb6b9d87e4dcf4e4f", size = 3476879 }, + { url = "https://files.pythonhosted.org/packages/3a/ea/075aac6a84b7c271578d81a2f9968acb6e273002408729f2ddff517fed4a/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:d3b99c535a9de0adced13d159c5a9cf65c325601aa30f4be08afd680643e9c15", size = 4219700 }, + { url = "https://files.pythonhosted.org/packages/6c/7b/1c55db7242b5e5612b29fc7a630e91ee7a6e3c8e7bf5406d22e206875fbd/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:d02c738dacda7dc2a74d1b2b3177042009d5cab7c7079db74afc19e56ca1b455", size = 4385982 }, + { url = "https://files.pythonhosted.org/packages/cb/da/9870eec4b69c63ef5925bf7d8342b7e13bc2ee3d47791461c4e49ca212f4/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:04959522f938493042d595a736e7dbdff6eb6cc2339c11465b3ff89343b65f65", size = 4219115 }, + { url = "https://files.pythonhosted.org/packages/f4/72/05aa5832b82dd341969e9a734d1812a6aadb088d9eb6f0430fc337cc5a8f/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:3986ac1dee6def53797289999eabe84798ad7817f3e97779b5061a95b0ee4968", size = 4385479 }, + { url = "https://files.pythonhosted.org/packages/20/2a/1b016902351a523aa2bd446b50a5bc1175d7a7d1cf90fe2ef904f9b84ebc/cryptography-46.0.7-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:258514877e15963bd43b558917bc9f54cf7cf866c38aa576ebf47a77ddbc43a4", size = 3412829 }, ] [[package]] @@ -686,10 +686,10 @@ wheels = [ [[package]] name = "cuda-pathfinder" -version = "1.5.2" +version = "1.5.4" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/f2/f9/1b9b60a30fc463c14cdea7a77228131a0ccc89572e8df9cb86c9648271ab/cuda_pathfinder-1.5.2-py3-none-any.whl", hash = "sha256:0c5f160a7756c5b072723cbbd6d861e38917ef956c68150b02f0b6e9271c71fa", size = 49988 }, + { url = "https://files.pythonhosted.org/packages/11/d0/c177e29701cf1d3008d7d2b16b5fc626592ce13bd535f8795c5f57187e0e/cuda_pathfinder-1.5.4-py3-none-any.whl", hash = "sha256:9563d3175ce1828531acf4b94e1c1c7d67208c347ca002493e2654878b26f4b7", size = 51657 }, ] [[package]] @@ -775,11 +775,11 @@ wheels = [ [[package]] name = "filelock" -version = "3.25.2" +version = "3.29.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/94/b8/00651a0f559862f3bb7d6f7477b192afe3f583cc5e26403b44e59a55ab34/filelock-3.25.2.tar.gz", hash = "sha256:b64ece2b38f4ca29dd3e810287aa8c48182bbecd1ae6e9ae126c9b35f1382694", size = 40480 } +sdist = { url = "https://files.pythonhosted.org/packages/b5/fe/997687a931ab51049acce6fa1f23e8f01216374ea81374ddee763c493db5/filelock-3.29.0.tar.gz", hash = "sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90", size = 57571 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a4/a5/842ae8f0c08b61d6484b52f99a03510a3a72d23141942d216ebe81fefbce/filelock-3.25.2-py3-none-any.whl", hash = "sha256:ca8afb0da15f229774c9ad1b455ed96e85a81373065fb10446672f64444ddf70", size = 26759 }, + { url = "https://files.pythonhosted.org/packages/81/47/dd9a212ef6e343a6857485ffe25bba537304f1913bdbed446a23f7f592e1/filelock-3.29.0-py3-none-any.whl", hash = "sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258", size = 39812 }, ] [[package]] @@ -914,16 +914,16 @@ wheels = [ [[package]] name = "fsspec" -version = "2026.3.0" +version = "2026.4.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/e1/cf/b50ddf667c15276a9ab15a70ef5f257564de271957933ffea49d2cdbcdfb/fsspec-2026.3.0.tar.gz", hash = "sha256:1ee6a0e28677557f8c2f994e3eea77db6392b4de9cd1f5d7a9e87a0ae9d01b41", size = 313547 } +sdist = { url = "https://files.pythonhosted.org/packages/d5/8d/1c51c094345df128ca4a990d633fe1a0ff28726c9e6b3c41ba65087bba1d/fsspec-2026.4.0.tar.gz", hash = "sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4", size = 312760 } wheels = [ - { url = "https://files.pythonhosted.org/packages/d5/1f/5f4a3cd9e4440e9d9bc78ad0a91a1c8d46b4d429d5239ebe6793c9fe5c41/fsspec-2026.3.0-py3-none-any.whl", hash = "sha256:d2ceafaad1b3457968ed14efa28798162f1638dbb5d2a6868a2db002a5ee39a4", size = 202595 }, + { url = "https://files.pythonhosted.org/packages/d5/0c/043d5e551459da400957a1395e0febbf771446ff34291afcbe3d8be2a279/fsspec-2026.4.0-py3-none-any.whl", hash = "sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2", size = 203402 }, ] [[package]] name = "google-api-core" -version = "2.30.2" +version = "2.30.3" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "google-auth" }, @@ -932,22 +932,22 @@ dependencies = [ { name = "protobuf" }, { name = "requests" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/1a/2e/83ca41eb400eb228f9279ec14ed66f6475218b59af4c6daec2d5a509fe83/google_api_core-2.30.2.tar.gz", hash = "sha256:9a8113e1a88bdc09a7ff629707f2214d98d61c7f6ceb0ea38c42a095d02dc0f9", size = 176862 } +sdist = { url = "https://files.pythonhosted.org/packages/16/ce/502a57fb0ec752026d24df1280b162294b22a0afb98a326084f9a979138b/google_api_core-2.30.3.tar.gz", hash = "sha256:e601a37f148585319b26db36e219df68c5d07b6382cff2d580e83404e44d641b", size = 177001 } wheels = [ - { url = "https://files.pythonhosted.org/packages/84/e1/ebd5100cbb202e561c0c8b59e485ef3bd63fa9beb610f3fdcaea443f0288/google_api_core-2.30.2-py3-none-any.whl", hash = "sha256:a4c226766d6af2580577db1f1a51bf53cd262f722b49731ce7414c43068a9594", size = 173236 }, + { url = "https://files.pythonhosted.org/packages/03/15/e56f351cf6ef1cfea58e6ac226a7318ed1deb2218c4b3cc9bd9e4b786c5a/google_api_core-2.30.3-py3-none-any.whl", hash = "sha256:a85761ba72c444dad5d611c2220633480b2b6be2521eca69cca2dbb3ffd6bfe8", size = 173274 }, ] [[package]] name = "google-auth" -version = "2.49.1" +version = "2.49.2" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "cryptography" }, { name = "pyasn1-modules" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/ea/80/6a696a07d3d3b0a92488933532f03dbefa4a24ab80fb231395b9a2a1be77/google_auth-2.49.1.tar.gz", hash = "sha256:16d40da1c3c5a0533f57d268fe72e0ebb0ae1cc3b567024122651c045d879b64", size = 333825 } +sdist = { url = "https://files.pythonhosted.org/packages/c6/fc/e925290a1ad95c975c459e2df070fac2b90954e13a0370ac505dff78cb99/google_auth-2.49.2.tar.gz", hash = "sha256:c1ae38500e73065dcae57355adb6278cf8b5c8e391994ae9cbadbcb9631ab409", size = 333958 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e9/eb/c6c2478d8a8d633460be40e2a8a6f8f429171997a35a96f81d3b680dec83/google_auth-2.49.1-py3-none-any.whl", hash = "sha256:195ebe3dca18eddd1b3db5edc5189b76c13e96f29e73043b923ebcf3f1a860f7", size = 240737 }, + { url = "https://files.pythonhosted.org/packages/73/76/d241a5c927433420507215df6cac1b1fa4ac0ba7a794df42a84326c68da8/google_auth-2.49.2-py3-none-any.whl", hash = "sha256:c2720924dfc82dedb962c9f52cabb2ab16714fd0a6a707e40561d217574ed6d5", size = 240638 }, ] [[package]] @@ -1133,11 +1133,11 @@ wheels = [ [[package]] name = "idna" -version = "3.11" +version = "3.13" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/6f/6d/0703ccc57f3a7233505399edb88de3cbd678da106337b9fcde432b65ed60/idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902", size = 194582 } +sdist = { url = "https://files.pythonhosted.org/packages/ce/cc/762dfb036166873f0059f3b7de4565e1b5bc3d6f28a414c13da27e442f99/idna-3.13.tar.gz", hash = "sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242", size = 194210 } wheels = [ - { url = "https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea", size = 71008 }, + { url = "https://files.pythonhosted.org/packages/5d/13/ad7d7ca3808a898b4612b6fe93cde56b53f3034dcde235acb1f0e1df24c6/idna-3.13-py3-none-any.whl", hash = "sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3", size = 68629 }, ] [[package]] @@ -1465,6 +1465,9 @@ huggingface = [ oci = [ { name = "multi-storage-client", extra = ["oci"] }, ] +parquet = [ + { name = "pyarrow" }, +] s3 = [ { name = "multi-storage-client", extra = ["boto3"] }, ] @@ -1502,6 +1505,7 @@ requires-dist = [ { name = "numba", marker = "extra == 'tar-patcher'" }, { name = "numpy" }, { name = "pillow", specifier = ">=10.0.1" }, + { name = "pyarrow", marker = "extra == 'parquet'", specifier = ">=14.0.0" }, { name = "pyyaml" }, { name = "rapidyaml", specifier = ">=0.10.0" }, { name = "ruff", marker = "extra == 'all'" }, @@ -1544,16 +1548,16 @@ wheels = [ [[package]] name = "msal" -version = "1.35.1" +version = "1.36.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "cryptography" }, { name = "pyjwt", extra = ["crypto"] }, { name = "requests" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/3c/aa/5a646093ac218e4a329391d5a31e5092a89db7d2ef1637a90b82cd0b6f94/msal-1.35.1.tar.gz", hash = "sha256:70cac18ab80a053bff86219ba64cfe3da1f307c74b009e2da57ef040eb1b5656", size = 165658 } +sdist = { url = "https://files.pythonhosted.org/packages/de/cb/b02b0f748ac668922364ccb3c3bff5b71628a05f5adfec2ba2a5c3031483/msal-1.36.0.tar.gz", hash = "sha256:3f6a4af2b036b476a4215111c4297b4e6e236ed186cd804faefba23e4990978b", size = 174217 } wheels = [ - { url = "https://files.pythonhosted.org/packages/96/86/16815fddf056ca998853c6dc525397edf0b43559bb4073a80d2bc7fe8009/msal-1.35.1-py3-none-any.whl", hash = "sha256:8f4e82f34b10c19e326ec69f44dc6b30171f2f7098f3720ea8a9f0c11832caa3", size = 119909 }, + { url = "https://files.pythonhosted.org/packages/2a/d3/414d1f0a5f6f4fe5313c2b002c54e78a3332970feb3f5fed14237aa17064/msal-1.36.0-py3-none-any.whl", hash = "sha256:36ecac30e2ff4322d956029aabce3c82301c29f0acb1ad89b94edcabb0e58ec4", size = 121547 }, ] [[package]] @@ -1570,63 +1574,63 @@ wheels = [ [[package]] name = "msgspec" -version = "0.20.0" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/ea/9c/bfbd12955a49180cbd234c5d29ec6f74fe641698f0cd9df154a854fc8a15/msgspec-0.20.0.tar.gz", hash = "sha256:692349e588fde322875f8d3025ac01689fead5901e7fb18d6870a44519d62a29", size = 317862 } -wheels = [ - { url = "https://files.pythonhosted.org/packages/e3/5e/151883ba2047cca9db8ed2f86186b054ad200bc231352df15b0c1dd75b1f/msgspec-0.20.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:23a6ec2a3b5038c233b04740a545856a068bc5cb8db184ff493a58e08c994fbf", size = 195191 }, - { url = "https://files.pythonhosted.org/packages/50/88/a795647672f547c983eff0823b82aaa35db922c767e1b3693e2dcf96678d/msgspec-0.20.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cde2c41ed3eaaef6146365cb0d69580078a19f974c6cb8165cc5dcd5734f573e", size = 188513 }, - { url = "https://files.pythonhosted.org/packages/4b/91/eb0abb0e0de142066cebfe546dc9140c5972ea824aa6ff507ad0b6a126ac/msgspec-0.20.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5da0daa782f95d364f0d95962faed01e218732aa1aa6cad56b25a5d2092e75a4", size = 216370 }, - { url = "https://files.pythonhosted.org/packages/15/2a/48e41d9ef0a24b1c6e67cbd94a676799e0561bfbc163be1aaaff5ca853f5/msgspec-0.20.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9369d5266144bef91be2940a3821e03e51a93c9080fde3ef72728c3f0a3a8bb7", size = 222653 }, - { url = "https://files.pythonhosted.org/packages/90/c9/14b825df203d980f82a623450d5f39e7f7a09e6e256c52b498ea8f29d923/msgspec-0.20.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:90fb865b306ca92c03964a5f3d0cd9eb1adda14f7e5ac7943efd159719ea9f10", size = 222337 }, - { url = "https://files.pythonhosted.org/packages/8b/d7/39a5c3ddd294f587d6fb8efccc8361b6aa5089974015054071e665c9d24b/msgspec-0.20.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e8112cd48b67dfc0cfa49fc812b6ce7eb37499e1d95b9575061683f3428975d3", size = 225565 }, - { url = "https://files.pythonhosted.org/packages/98/bd/5db3c14d675ee12842afb9b70c94c64f2c873f31198c46cbfcd7dffafab0/msgspec-0.20.0-cp310-cp310-win_amd64.whl", hash = "sha256:666b966d503df5dc27287675f525a56b6e66a2b8e8ccd2877b0c01328f19ae6c", size = 188412 }, - { url = "https://files.pythonhosted.org/packages/76/c7/06cc218bc0c86f0c6c6f34f7eeea6cfb8b835070e8031e3b0ef00f6c7c69/msgspec-0.20.0-cp310-cp310-win_arm64.whl", hash = "sha256:099e3e85cd5b238f2669621be65f0728169b8c7cb7ab07f6137b02dc7feea781", size = 173951 }, - { url = "https://files.pythonhosted.org/packages/03/59/fdcb3af72f750a8de2bcf39d62ada70b5eb17b06d7f63860e0a679cb656b/msgspec-0.20.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:09e0efbf1ac641fedb1d5496c59507c2f0dc62a052189ee62c763e0aae217520", size = 193345 }, - { url = "https://files.pythonhosted.org/packages/5a/15/3c225610da9f02505d37d69a77f4a2e7daae2a125f99d638df211ba84e59/msgspec-0.20.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:23ee3787142e48f5ee746b2909ce1b76e2949fbe0f97f9f6e70879f06c218b54", size = 186867 }, - { url = "https://files.pythonhosted.org/packages/81/36/13ab0c547e283bf172f45491edfdea0e2cecb26ae61e3a7b1ae6058b326d/msgspec-0.20.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:81f4ac6f0363407ac0465eff5c7d4d18f26870e00674f8fcb336d898a1e36854", size = 215351 }, - { url = "https://files.pythonhosted.org/packages/6b/96/5c095b940de3aa6b43a71ec76275ac3537b21bd45c7499b5a17a429110fa/msgspec-0.20.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bb4d873f24ae18cd1334f4e37a178ed46c9d186437733351267e0a269bdf7e53", size = 219896 }, - { url = "https://files.pythonhosted.org/packages/98/7a/81a7b5f01af300761087b114dafa20fb97aed7184d33aab64d48874eb187/msgspec-0.20.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b92b8334427b8393b520c24ff53b70f326f79acf5f74adb94fd361bcff8a1d4e", size = 220389 }, - { url = "https://files.pythonhosted.org/packages/70/c0/3d0cce27db9a9912421273d49eab79ce01ecd2fed1a2f1b74af9b445f33c/msgspec-0.20.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:562c44b047c05cc0384e006fae7a5e715740215c799429e0d7e3e5adf324285a", size = 223348 }, - { url = "https://files.pythonhosted.org/packages/89/5e/406b7d578926b68790e390d83a1165a9bfc2d95612a1a9c1c4d5c72ea815/msgspec-0.20.0-cp311-cp311-win_amd64.whl", hash = "sha256:d1dcc93a3ce3d3195985bfff18a48274d0b5ffbc96fa1c5b89da6f0d9af81b29", size = 188713 }, - { url = "https://files.pythonhosted.org/packages/47/87/14fe2316624ceedf76a9e94d714d194cbcb699720b210ff189f89ca4efd7/msgspec-0.20.0-cp311-cp311-win_arm64.whl", hash = "sha256:aa387aa330d2e4bd69995f66ea8fdc87099ddeedf6fdb232993c6a67711e7520", size = 174229 }, - { url = "https://files.pythonhosted.org/packages/d9/6f/1e25eee957e58e3afb2a44b94fa95e06cebc4c236193ed0de3012fff1e19/msgspec-0.20.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:2aba22e2e302e9231e85edc24f27ba1f524d43c223ef5765bd8624c7df9ec0a5", size = 196391 }, - { url = "https://files.pythonhosted.org/packages/7f/ee/af51d090ada641d4b264992a486435ba3ef5b5634bc27e6eb002f71cef7d/msgspec-0.20.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:716284f898ab2547fedd72a93bb940375de9fbfe77538f05779632dc34afdfde", size = 188644 }, - { url = "https://files.pythonhosted.org/packages/49/d6/9709ee093b7742362c2934bfb1bbe791a1e09bed3ea5d8a18ce552fbfd73/msgspec-0.20.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:558ed73315efa51b1538fa8f1d3b22c8c5ff6d9a2a62eff87d25829b94fc5054", size = 218852 }, - { url = "https://files.pythonhosted.org/packages/5c/a2/488517a43ccf5a4b6b6eca6dd4ede0bd82b043d1539dd6bb908a19f8efd3/msgspec-0.20.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:509ac1362a1d53aa66798c9b9fd76872d7faa30fcf89b2fba3bcbfd559d56eb0", size = 224937 }, - { url = "https://files.pythonhosted.org/packages/d5/e8/49b832808aa23b85d4f090d1d2e48a4e3834871415031ed7c5fe48723156/msgspec-0.20.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1353c2c93423602e7dea1aa4c92f3391fdfc25ff40e0bacf81d34dbc68adb870", size = 222858 }, - { url = "https://files.pythonhosted.org/packages/9f/56/1dc2fa53685dca9c3f243a6cbecd34e856858354e455b77f47ebd76cf5bf/msgspec-0.20.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:cb33b5eb5adb3c33d749684471c6a165468395d7aa02d8867c15103b81e1da3e", size = 227248 }, - { url = "https://files.pythonhosted.org/packages/5a/51/aba940212c23b32eedce752896205912c2668472ed5b205fc33da28a6509/msgspec-0.20.0-cp312-cp312-win_amd64.whl", hash = "sha256:fb1d934e435dd3a2b8cf4bbf47a8757100b4a1cfdc2afdf227541199885cdacb", size = 190024 }, - { url = "https://files.pythonhosted.org/packages/41/ad/3b9f259d94f183daa9764fef33fdc7010f7ecffc29af977044fa47440a83/msgspec-0.20.0-cp312-cp312-win_arm64.whl", hash = "sha256:00648b1e19cf01b2be45444ba9dc961bd4c056ffb15706651e64e5d6ec6197b7", size = 175390 }, - { url = "https://files.pythonhosted.org/packages/8a/d1/b902d38b6e5ba3bdddbec469bba388d647f960aeed7b5b3623a8debe8a76/msgspec-0.20.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:9c1ff8db03be7598b50dd4b4a478d6fe93faae3bd54f4f17aa004d0e46c14c46", size = 196463 }, - { url = "https://files.pythonhosted.org/packages/57/b6/eff0305961a1d9447ec2b02f8c73c8946f22564d302a504185b730c9a761/msgspec-0.20.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f6532369ece217fd37c5ebcfd7e981f2615628c21121b7b2df9d3adcf2fd69b8", size = 188650 }, - { url = "https://files.pythonhosted.org/packages/99/93/f2ec1ae1de51d3fdee998a1ede6b2c089453a2ee82b5c1b361ed9095064a/msgspec-0.20.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f9a1697da2f85a751ac3cc6a97fceb8e937fc670947183fb2268edaf4016d1ee", size = 218834 }, - { url = "https://files.pythonhosted.org/packages/28/83/36557b04cfdc317ed8a525c4993b23e43a8fbcddaddd78619112ca07138c/msgspec-0.20.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7fac7e9c92eddcd24c19d9e5f6249760941485dff97802461ae7c995a2450111", size = 224917 }, - { url = "https://files.pythonhosted.org/packages/8f/56/362037a1ed5be0b88aced59272442c4b40065c659700f4b195a7f4d0ac88/msgspec-0.20.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f953a66f2a3eb8d5ea64768445e2bb301d97609db052628c3e1bcb7d87192a9f", size = 222821 }, - { url = "https://files.pythonhosted.org/packages/92/75/fa2370ec341cedf663731ab7042e177b3742645c5dd4f64dc96bd9f18a6b/msgspec-0.20.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:247af0313ae64a066d3aea7ba98840f6681ccbf5c90ba9c7d17f3e39dbba679c", size = 227227 }, - { url = "https://files.pythonhosted.org/packages/f1/25/5e8080fe0117f799b1b68008dc29a65862077296b92550632de015128579/msgspec-0.20.0-cp313-cp313-win_amd64.whl", hash = "sha256:67d5e4dfad52832017018d30a462604c80561aa62a9d548fc2bd4e430b66a352", size = 189966 }, - { url = "https://files.pythonhosted.org/packages/79/b6/63363422153937d40e1cb349c5081338401f8529a5a4e216865decd981bf/msgspec-0.20.0-cp313-cp313-win_arm64.whl", hash = "sha256:91a52578226708b63a9a13de287b1ec3ed1123e4a088b198143860c087770458", size = 175378 }, - { url = "https://files.pythonhosted.org/packages/bb/18/62dc13ab0260c7d741dda8dc7f481495b93ac9168cd887dda5929880eef8/msgspec-0.20.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:eead16538db1b3f7ec6e3ed1f6f7c5dec67e90f76e76b610e1ffb5671815633a", size = 196407 }, - { url = "https://files.pythonhosted.org/packages/dd/1d/b9949e4ad6953e9f9a142c7997b2f7390c81e03e93570c7c33caf65d27e1/msgspec-0.20.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:703c3bb47bf47801627fb1438f106adbfa2998fe586696d1324586a375fca238", size = 188889 }, - { url = "https://files.pythonhosted.org/packages/1e/19/f8bb2dc0f1bfe46cc7d2b6b61c5e9b5a46c62298e8f4d03bbe499c926180/msgspec-0.20.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6cdb227dc585fb109305cee0fd304c2896f02af93ecf50a9c84ee54ee67dbb42", size = 219691 }, - { url = "https://files.pythonhosted.org/packages/b8/8e/6b17e43f6eb9369d9858ee32c97959fcd515628a1df376af96c11606cf70/msgspec-0.20.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:27d35044dd8818ac1bd0fedb2feb4fbdff4e3508dd7c5d14316a12a2d96a0de0", size = 224918 }, - { url = "https://files.pythonhosted.org/packages/1c/db/0e833a177db1a4484797adba7f429d4242585980b90882cc38709e1b62df/msgspec-0.20.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:b4296393a29ee42dd25947981c65506fd4ad39beaf816f614146fa0c5a6c91ae", size = 223436 }, - { url = "https://files.pythonhosted.org/packages/c3/30/d2ee787f4c918fd2b123441d49a7707ae9015e0e8e1ab51aa7967a97b90e/msgspec-0.20.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:205fbdadd0d8d861d71c8f3399fe1a82a2caf4467bc8ff9a626df34c12176980", size = 227190 }, - { url = "https://files.pythonhosted.org/packages/ff/37/9c4b58ff11d890d788e700b827db2366f4d11b3313bf136780da7017278b/msgspec-0.20.0-cp314-cp314-win_amd64.whl", hash = "sha256:7dfebc94fe7d3feec6bc6c9df4f7e9eccc1160bb5b811fbf3e3a56899e398a6b", size = 193950 }, - { url = "https://files.pythonhosted.org/packages/e9/4e/cab707bf2fa57408e2934e5197fc3560079db34a1e3cd2675ff2e47e07de/msgspec-0.20.0-cp314-cp314-win_arm64.whl", hash = "sha256:2ad6ae36e4a602b24b4bf4eaf8ab5a441fec03e1f1b5931beca8ebda68f53fc0", size = 179018 }, - { url = "https://files.pythonhosted.org/packages/4c/06/3da3fc9aaa55618a8f43eb9052453cfe01f82930bca3af8cea63a89f3a11/msgspec-0.20.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:f84703e0e6ef025663dd1de828ca028774797b8155e070e795c548f76dde65d5", size = 200389 }, - { url = "https://files.pythonhosted.org/packages/83/3b/cc4270a5ceab40dfe1d1745856951b0a24fd16ac8539a66ed3004a60c91e/msgspec-0.20.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:7c83fc24dd09cf1275934ff300e3951b3adc5573f0657a643515cc16c7dee131", size = 193198 }, - { url = "https://files.pythonhosted.org/packages/cd/ae/4c7905ac53830c8e3c06fdd60e3cdcfedc0bbc993872d1549b84ea21a1bd/msgspec-0.20.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5f13ccb1c335a124e80c4562573b9b90f01ea9521a1a87f7576c2e281d547f56", size = 225973 }, - { url = "https://files.pythonhosted.org/packages/d9/da/032abac1de4d0678d99eaeadb1323bd9d247f4711c012404ba77ed6f15ca/msgspec-0.20.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:17c2b5ca19f19306fc83c96d85e606d2cc107e0caeea85066b5389f664e04846", size = 229509 }, - { url = "https://files.pythonhosted.org/packages/69/52/fdc7bdb7057a166f309e0b44929e584319e625aaba4771b60912a9321ccd/msgspec-0.20.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:d931709355edabf66c2dd1a756b2d658593e79882bc81aae5964969d5a291b63", size = 230434 }, - { url = "https://files.pythonhosted.org/packages/cb/fe/1dfd5f512b26b53043884e4f34710c73e294e7cc54278c3fe28380e42c37/msgspec-0.20.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:565f915d2e540e8a0c93a01ff67f50aebe1f7e22798c6a25873f9fda8d1325f8", size = 231758 }, - { url = "https://files.pythonhosted.org/packages/97/f6/9ba7121b8e0c4e0beee49575d1dbc804e2e72467692f0428cf39ceba1ea5/msgspec-0.20.0-cp314-cp314t-win_amd64.whl", hash = "sha256:726f3e6c3c323f283f6021ebb6c8ccf58d7cd7baa67b93d73bfbe9a15c34ab8d", size = 206540 }, - { url = "https://files.pythonhosted.org/packages/c8/3e/c5187de84bb2c2ca334ab163fcacf19a23ebb1d876c837f81a1b324a15bf/msgspec-0.20.0-cp314-cp314t-win_arm64.whl", hash = "sha256:93f23528edc51d9f686808a361728e903d6f2be55c901d6f5c92e44c6d546bfc", size = 183011 }, +version = "0.21.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e3/60/f79b9b013a16fa3a58350c9295ddc6789f2e335f36ea61ed10a21b215364/msgspec-0.21.1.tar.gz", hash = "sha256:2313508e394b0d208f8f56892ca9b2799e2561329de9763b19619595a6c0f72c", size = 319193 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/96/38/d591d9f66d43d897ecbd249f2833665823d19c8b043f16619bc8343e23df/msgspec-0.21.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72d9cd03241b8b2edb2e12dcc66c500fa480d8cbd71a8bac105809d468882064", size = 195172 }, + { url = "https://files.pythonhosted.org/packages/69/1a/6899188b5982ec1324e0c629b7801eed2db987f6634fab58abd9fc82d317/msgspec-0.21.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ed2ab278200e743a1d2610a4e0c8fc74f6cecb8548544cdec43f927bd9265238", size = 188316 }, + { url = "https://files.pythonhosted.org/packages/9e/95/7e591b4fa11fdbbf9891164473c23420a8c781ef553295abe416bf335f42/msgspec-0.21.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dd677e3001fdfed9186de72eab434da2976303cd5eb9550921d3d0c3e3e168ce", size = 216565 }, + { url = "https://files.pythonhosted.org/packages/19/86/714feeaf3b84cf2027235681725593840153dedd2868578f9f2715e296bb/msgspec-0.21.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f667b90b37fad734a91671abd68e0d7f4d066862771b87e91c53996dcb7a9027", size = 222689 }, + { url = "https://files.pythonhosted.org/packages/7d/b9/4384243e814f2579e5205e17d170b9c1a30121afd1393298d904817a7fa7/msgspec-0.21.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:49880fd20fdbcfe1b793f07dd83f12572bab679c9800352c8b2240289aa46a06", size = 222343 }, + { url = "https://files.pythonhosted.org/packages/04/01/4b227d9c4057346271043632bad41979cf8c3dca372e41bb1f7d546395b2/msgspec-0.21.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:ae0162e22849a5e91eaad907766525107523b0daea3df267a9fcb5ba4e0936ae", size = 225607 }, + { url = "https://files.pythonhosted.org/packages/c1/ce/27021d1c3e5da837743092a7b7a5e8818397e1f4c05ee8b068bd7d1fd78a/msgspec-0.21.1-cp310-cp310-win_amd64.whl", hash = "sha256:f041a2279f31e3a53319005e4d60ba77c085cfcbe394cdc7ce803c2d01fe9449", size = 188392 }, + { url = "https://files.pythonhosted.org/packages/80/2b/daf7a8d6d7cf00e0dcd0439178b284ade701234abdcadf3385601da04fbd/msgspec-0.21.1-cp310-cp310-win_arm64.whl", hash = "sha256:1bf17cbd7b28a5dffc7e764c654eed8ccde5e0f1de7970628608304640d4ce4e", size = 174191 }, + { url = "https://files.pythonhosted.org/packages/ba/7f/bbc4e74cd33d316b75541149e4d35b163b63bce066530ae185a2ec3b5bfc/msgspec-0.21.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b504b6e7f7a22a24b27232b73034421692147865162daaec9f3bf62439007c87", size = 193131 }, + { url = "https://files.pythonhosted.org/packages/c1/60/504886af1aaf854112663b842d5eea9a15d9588f9bf7d0d2df736424b84d/msgspec-0.21.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4692b7c1609155708c4418f88e92f63c13fdf08aa095c84bae82bad75b53389b", size = 186597 }, + { url = "https://files.pythonhosted.org/packages/fa/54/d24ddeaa65b5278c9e67f48ce3c17a9831e8f3722f3c8322ee120aca22ef/msgspec-0.21.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d3124010b3815451494c85ff345e693cb9fe5889cfcbbef39ed8622e0e72319c", size = 215158 }, + { url = "https://files.pythonhosted.org/packages/9f/75/bb79c8b89a93ae23cd33c0d802373f16feaf9633f05d8af77091350dda0a/msgspec-0.21.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6badc03b9725352219cca017bfe71c61f2fbd0fb5982b410ac17c97c213deb30", size = 219856 }, + { url = "https://files.pythonhosted.org/packages/b4/9c/c5ca26b46f0ebbd3a6683695ef89396712cb9e4199fd1f0bc1dd968216b1/msgspec-0.21.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:5d2d4116ebe3035a78d9ec76e99a9d64e5fa6d44fe61a9c5de7fd1acf54bcc69", size = 220314 }, + { url = "https://files.pythonhosted.org/packages/c8/31/645a351c4285dce40ed6755c3dcc0aa648e26dacb20a98018fe2cce5e87b/msgspec-0.21.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:0d1009f6715f5bff3b54d4ff5c7428ad96197e0534e1645b8e9b955890c84664", size = 223215 }, + { url = "https://files.pythonhosted.org/packages/09/af/8bf15736a6dd3cb4f90c5467f6dc39197d2daaf10754490cdc0aa17b7312/msgspec-0.21.1-cp311-cp311-win_amd64.whl", hash = "sha256:c6faffe5bb644ec884052679af4dfd776d4b5ca90e4a7ec7e7e319e4e6b93a6e", size = 188554 }, + { url = "https://files.pythonhosted.org/packages/ef/29/cc7db3a165b62d16e64a83f82eccb79655055cb5bc1f60459a6f9d7c82f2/msgspec-0.21.1-cp311-cp311-win_arm64.whl", hash = "sha256:ee9e3f11fa94603f7d673bf795cfa31b549c4a2c723bc39b45beb1e7f5a3fb99", size = 174517 }, + { url = "https://files.pythonhosted.org/packages/6e/cf/317224852c00248c620a9bcf4b26e2e4ab8afd752f18d2a6ef73ebd423b6/msgspec-0.21.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d4248cf0b6129b7d230eacd493c17cc2d4f3989f3bb7f633a928a85b7dcfa251", size = 196188 }, + { url = "https://files.pythonhosted.org/packages/6d/81/074612945c0666078f7366f40000013de9f6ba687491d450df699bceebc9/msgspec-0.21.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5102c7e9b3acff82178449b85006d96310e690291bb1ea0142f1b24bcb8aabcb", size = 188473 }, + { url = "https://files.pythonhosted.org/packages/8a/37/655101799590bcc5fddb2bd3fe0e6194e816c2d1da7c361725f5eb89a910/msgspec-0.21.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:846758412e9518252b2ac9bffd6f0e54d9ff614f5f9488df7749f81ff5c80920", size = 218871 }, + { url = "https://files.pythonhosted.org/packages/b5/d1/d4cd9fe89c7d400d7a18f86ccc94daa3f0927f53558846fcb60791dce5d6/msgspec-0.21.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:21995e74b5c598c2e004110ad66ec7f1b8c20bf2bcf3b2de8fd9a3094422d3ff", size = 225025 }, + { url = "https://files.pythonhosted.org/packages/24/bf/e20549e602b9edccadeeff98760345a416f9cce846a657e8b18e3396b212/msgspec-0.21.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6129f0cca52992e898fd5344187f7c8127b63d810b2fd73e36fca73b4c6475ee", size = 222672 }, + { url = "https://files.pythonhosted.org/packages/b4/68/04d7a8f0f786545cf9b8c280c57aa6befb5977af6e884b8b54191cbe44b3/msgspec-0.21.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ef3ec2296248d1f8b9231acb051b6d471dfde8f21819e86c9adaaa9f42918521", size = 227303 }, + { url = "https://files.pythonhosted.org/packages/cc/4d/619866af2840875be408047bf9e70ceafbae6ab50660de7134ed1b25eb86/msgspec-0.21.1-cp312-cp312-win_amd64.whl", hash = "sha256:d4ab834a054c6f0cbeef6df9e7e1b33d5f1bc7b86dea1d2fd7cad003873e783d", size = 190017 }, + { url = "https://files.pythonhosted.org/packages/5e/2e/a8f9eca8fd00e097d7a9e99ba8a4685db994494448e3d4f0b7f6e9a3c0f7/msgspec-0.21.1-cp312-cp312-win_arm64.whl", hash = "sha256:628aaa35c74950a8c59da330d7e98917e1c7188f983745782027748ee4ca573e", size = 175345 }, + { url = "https://files.pythonhosted.org/packages/7e/74/f11ede02839b19ff459f88e3145df5d711626ca84da4e23520cebf819367/msgspec-0.21.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:764173717a01743f007e9f74520ed281f24672c604514f7d76c1c3a10e8edb66", size = 196176 }, + { url = "https://files.pythonhosted.org/packages/bb/40/4476c1bd341418a046c4955aff632ec769315d1e3cb94e6acf86d461f9ed/msgspec-0.21.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:344c7cd0eaed1fb81d7959f99100ef71ec9b536881a376f11b9a6c4803365697", size = 188524 }, + { url = "https://files.pythonhosted.org/packages/ca/d9/9e9d7d7e5061b47540d03d640fab9b3965ba7ae49c1b2154861c8f007518/msgspec-0.21.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48943e278b3854c2f89f955ddc6f9f430d3f0784b16e47d10604ee0463cd21f5", size = 218880 }, + { url = "https://files.pythonhosted.org/packages/74/66/2bb344f34abb4b57e60c7c9c761994e0417b9718ec1460bf00c296f2a7ea/msgspec-0.21.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a9aa659ebb0101b1cbc31461212b87e341d961f0ab0772aaf068a99e001ec4aa", size = 225050 }, + { url = "https://files.pythonhosted.org/packages/1a/84/7c1e412f76092277bf760cef12b7979d03314d259ab5b5cafde5d0c1722d/msgspec-0.21.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f7b27d1a8ead2b6f5b0c4f2d07b8be1ccfcc041c8a0e704781edebe3ae13c484", size = 222713 }, + { url = "https://files.pythonhosted.org/packages/4e/27/0bba04b2b4ef05f3d068429410bc71d2cea925f1596a8f41152cccd5edb8/msgspec-0.21.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:38fe93e86b61328fe544cb7fd871fad5a27c8734bfda90f65e5dbe288ae50f61", size = 227259 }, + { url = "https://files.pythonhosted.org/packages/b0/2d/09574b0eea02fed2c2c1383dbaae2c7f79dc16dcd6487a886000afb5d7c4/msgspec-0.21.1-cp313-cp313-win_amd64.whl", hash = "sha256:8bc666331c35fcce05a7cd2d6221adbe0f6058f8e750711413d22793c080ac6a", size = 189857 }, + { url = "https://files.pythonhosted.org/packages/46/34/105b1576ad182879914f0c821f17ee1d13abb165cb060448f96fe2aff078/msgspec-0.21.1-cp313-cp313-win_arm64.whl", hash = "sha256:42bb1241e0750c1a4346f2aa84db26c5ffd99a4eb3a954927d9f149ff2f42898", size = 175403 }, + { url = "https://files.pythonhosted.org/packages/5a/ad/86954e987d1d6a5c579e2c2e7832b65e0fff194179fdac4f581536086024/msgspec-0.21.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:fab48eb45fdbfbdb2c0edfec00ffc53b6b6085beefc6b50b61e01659f9f8757f", size = 196261 }, + { url = "https://files.pythonhosted.org/packages/d1/a1/c5e46c3e42b866199365e35d11dddfd1fbd8bba4fdb3c52f965b1607ce94/msgspec-0.21.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:3cb779ea0c35bc807ff941d415875c1f69ca0be91a2e907ab99a171811d86a9a", size = 188729 }, + { url = "https://files.pythonhosted.org/packages/85/7d/1e29a319d678d6cb962ae5bdf32a6858ebdf38f73bc654c0e9c742a0c2c8/msgspec-0.21.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:68604db36b3b4dd9bf160e436e12798a4738848144cea1aca1cb984011eb160f", size = 219866 }, + { url = "https://files.pythonhosted.org/packages/25/1f/cca084ca2572810fff12ea9dbdcbe39eac048f40daf4a9077b49fcbe8cee/msgspec-0.21.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3d6b9dc50948eaf65df54d2fd0ff66e6d8c32f116037209ee861810eb9b676cb", size = 224993 }, + { url = "https://files.pythonhosted.org/packages/71/94/d2120fc9d419a89a3a7c13e5b7078798c4b392a96a02a6e2b3ce43a8766c/msgspec-0.21.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:52c5e21930942302394429c5a582ce7e6b62c7f983b3760834c2ce107e0dd6df", size = 223535 }, + { url = "https://files.pythonhosted.org/packages/75/17/42418b66a3ad972a89bab73dd78b79cc6282bb488a25e73c853cee7443b9/msgspec-0.21.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:abbb39d65681fa24ed394e01af3d59d869068324f900c61d06062b7fb9980f2f", size = 227222 }, + { url = "https://files.pythonhosted.org/packages/c4/33/265c894268cca88ff67b144ca2b4c522fc8b9a6f1966a3640c70516e78e1/msgspec-0.21.1-cp314-cp314-win_amd64.whl", hash = "sha256:5666b1b560b97b6ec2eb3fca8a502298ebac56e13bbca1f88523538ce83d01ea", size = 193810 }, + { url = "https://files.pythonhosted.org/packages/3b/8f/a6d35f25bf1fc63c492fdd88fdce01ba0875ead48c2b91f90f33653b4131/msgspec-0.21.1-cp314-cp314-win_arm64.whl", hash = "sha256:d8b8578e4c83b14ceea4cef0d0b747e31d9330fe4b03b2b2ad4063866a178f93", size = 179125 }, + { url = "https://files.pythonhosted.org/packages/c6/39/74839641e64b99d87da55af0fc472854d42b46e2183b9e2a67fe1bb2a512/msgspec-0.21.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:15f523d51c00ebad412213bfe9f06f0a50ec2b93e0c19e824a2d267cabb48ea2", size = 200171 }, + { url = "https://files.pythonhosted.org/packages/70/9b/ce0cca6d2d87fcd4b6ff97600790494e64f26a2c55d61507cd2755c16193/msgspec-0.21.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:4e47390360583ba3d5c6cb44cf0a9f61b0a06a899d3c2c00627cedebb2e2884b", size = 192879 }, + { url = "https://files.pythonhosted.org/packages/a7/08/673a7bb05e5702dc787ddd3011195b509f9867927970da59052211929987/msgspec-0.21.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f60800e6299b798142dc40b0644da77ceac5ea0568be58228417eae14135c847", size = 226281 }, + { url = "https://files.pythonhosted.org/packages/7d/45/86508cf57283e9070b3c447e3ab25b792a7a0855a3ea4e0c6d111ac34c97/msgspec-0.21.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5f8e9dfcd98419cf7568808470c4317a3fb30bef0e3715b568730a2b272a20d7", size = 229863 }, + { url = "https://files.pythonhosted.org/packages/2c/62/e7c9367cd08d590559faacd711edbae36840342843e669440363f33c7d36/msgspec-0.21.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:92d89dfad13bd1ea640dc3e37e724ed380da1030b272bdf5ecafb983c3ad7c75", size = 230445 }, + { url = "https://files.pythonhosted.org/packages/42/b4/c0f54632103846b658a10930025f4de41c8724b5e4805a5f3b395586cb7e/msgspec-0.21.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:0d03867786e5d7ba25d666df4b11320c27170f4aeafcb8e3a8b0a50a4fb742ca", size = 231822 }, + { url = "https://files.pythonhosted.org/packages/ea/1d/0d85cc79d0ccf5508e9c846cc66552a6a16bf92abd1dbd8362617f7b35cd/msgspec-0.21.1-cp314-cp314t-win_amd64.whl", hash = "sha256:740fbf1c9d59992ca3537d6fbe9ebbf9eaf726a65fbf31448e0ecbc710697a63", size = 206650 }, + { url = "https://files.pythonhosted.org/packages/90/91/56c5d560f20e6c20e9e4f55bd0e458f7f162aa689ee350346c04c48eac0b/msgspec-0.21.1-cp314-cp314t-win_arm64.whl", hash = "sha256:0d2cc73df6058d811a126ac3a8ad63a4dfa210c82f9cf5a004802eaf4712de90", size = 183149 }, ] [[package]] name = "multi-storage-client" -version = "0.45.1" +version = "0.47.1" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "filelock" }, @@ -1644,18 +1648,18 @@ dependencies = [ { name = "xattr" }, ] wheels = [ - { url = "https://files.pythonhosted.org/packages/36/1a/a7f3ed32b728f9e2f001c0cd9d1f3913e48e920e2b1ac67ff5d61f578e0d/multi_storage_client-0.45.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:aab4eda34792150ca774c3231937a490a0fc14c90ec97edf936cdfe10d7d23e0", size = 9012181 }, - { url = "https://files.pythonhosted.org/packages/7b/b5/9024e6b948ba36490054d422d8f8e6dd17c3ecbcd8cbd58a25df9a74f2c1/multi_storage_client-0.45.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:23cef3c9fc8e8466e9d922ddef36531422cb7270b505219290ea6524b627fb04", size = 5397985 }, - { url = "https://files.pythonhosted.org/packages/97/4c/3e092a3f5cad3cca432ffee9141cde925d51c6333ea6efda46a1cb4d196a/multi_storage_client-0.45.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a6f366d77d799536fd814e3810f50ee67712fbbf8e8a5c07c61f5501df7840df", size = 5588969 }, - { url = "https://files.pythonhosted.org/packages/b3/17/17b9149054cb0eef8a848d5e67fb87c7464b790033752412effe458ddc7b/multi_storage_client-0.45.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:4553a8b7e7b24c9fda8e3f8e2d067e5b69eb427b8640cfed1019830097588cc0", size = 9011728 }, - { url = "https://files.pythonhosted.org/packages/3f/a8/7312befa401395b4901ab78c3fb35a3dc6f0734ad7377eb0dc2703a3bf61/multi_storage_client-0.45.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fa35561f5d73cdd5996a0394a6acab878b51f32e1759aec806e81ed07249c5aa", size = 5397911 }, - { url = "https://files.pythonhosted.org/packages/54/c5/2f17d5ef4bf2964ddcdfe366e5ab19ea0d25fa5f0dfdb33410624ef85625/multi_storage_client-0.45.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c60a71cd0bbdf255e14378bfd79d499bf220eca34321bf770c19d181b73208ea", size = 5589127 }, - { url = "https://files.pythonhosted.org/packages/f4/59/b2a05f8ecfdfe3c5324b8ff7ee17434df56130e2cd5f8b35d1c5b188c4de/multi_storage_client-0.45.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:ef7dff8c27c1c092b58ba06a37aac0a2441a109202f36afc986b05e1e73f97a2", size = 9011744 }, - { url = "https://files.pythonhosted.org/packages/af/b9/d0c25e18eadc5a6f14b1c4c53b781d7f669bd310046d35dc658ab0f98b4c/multi_storage_client-0.45.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1439d6acd6957c6d4e118305e08fb029c4b36814ca9c8070dcacc741b351ba9a", size = 5395849 }, - { url = "https://files.pythonhosted.org/packages/33/9b/0134d06d66a99e1fd39c6d2c1006cbca59e04db39d339a4de0bfcaacb188/multi_storage_client-0.45.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d8960b5d661cbf79349186089f59a57a9f22703d41e99e73a17c9e0f1c2737f9", size = 5585758 }, - { url = "https://files.pythonhosted.org/packages/5b/72/565fe8f0a6ce1639719fccc5049d9dbab4d007c94978254eca3134631b4c/multi_storage_client-0.45.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:9de9f980d662ee741ef8ddfd84a72b6e5ab55cd91162f5182a6ad9bf75f4be8d", size = 9008456 }, - { url = "https://files.pythonhosted.org/packages/34/b2/72ca7f3d93a147edf47fe384e71146e4df0c679537acb7fe3436c6018335/multi_storage_client-0.45.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:da7285874857102b2562d2d381cde115c6cdcc3b6d0c5bc1e30c5f41a00a1518", size = 5395483 }, - { url = "https://files.pythonhosted.org/packages/5e/00/070aec0b31cae59633beaf3e696f8ecc84ae8c084aa414346bd71b95afc1/multi_storage_client-0.45.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e62bf1442931d9923d25ee7c5067a491a431294d8e9fbf56546c9ae3e1542537", size = 5585772 }, + { url = "https://files.pythonhosted.org/packages/ac/64/c0436e2bb55795b081df5ba002a2e534bb7d051e21ad5ebff23886caab4e/multi_storage_client-0.47.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:6022d0b208a20f18e00e0f58d9163ae1f764fd3e253aa1c1d2fdf3bd4f1347b9", size = 9928453 }, + { url = "https://files.pythonhosted.org/packages/2d/8e/2fe97837f8b867d5fe9a3484f1f55246c9d0b308fb1591523eed3412748b/multi_storage_client-0.47.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3c7db128fef30789f804c69bd29f4894922bda98f75220a50499afdf4f141c0b", size = 6178044 }, + { url = "https://files.pythonhosted.org/packages/fd/c5/a87f3dedfccd90d5578dbbaedc30fa6ae1740b8bc2c271d103489daaef4a/multi_storage_client-0.47.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ac460a3d622f4b7f8dc903be86d405a79ac196e015dc2d6177849fc9e8eb6af", size = 6375244 }, + { url = "https://files.pythonhosted.org/packages/50/54/14ced5d1ac3cbfb6188362b4406b2d9cb5405aac4e7cab7048819548569a/multi_storage_client-0.47.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:a467c415b0048346f9443466c15edb5b37e45959a0a9694bc4a46dd67d0c32c7", size = 10110315 }, + { url = "https://files.pythonhosted.org/packages/f2/78/c84bc6f1355c9ab0e7ba3af3c4033836f3552e131205ee0e6161946493a0/multi_storage_client-0.47.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cf5e40537b5e05b60101638fb08604f761b4baca26f9be05a777c59503ee01b2", size = 6361243 }, + { url = "https://files.pythonhosted.org/packages/6c/b8/635db481212691a7672c6f63b8b1584eb201c4478d2e04dae05680edafb0/multi_storage_client-0.47.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aba6de3e5bfd192de5e7dbb9ba85888568b99a0f408c84662ffe5590c804d365", size = 6558312 }, + { url = "https://files.pythonhosted.org/packages/b2/14/6e8789b037a4dcf94f4edc188f593a25133d0e3ae0d117e88bc39300226d/multi_storage_client-0.47.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:97d6507439644d9ae2092bedc5dc6b8a0ba3697df0aa675607146b1ccd2cbbcb", size = 10079897 }, + { url = "https://files.pythonhosted.org/packages/cc/60/6b5d09fc6819c26d00e03aad98f834548b46480a825365775b0100058dc7/multi_storage_client-0.47.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:462e5e8b04e4958e6878f8f51c7b932d9aa0cd663c638d6755a53fc91c1093df", size = 6333033 }, + { url = "https://files.pythonhosted.org/packages/c5/0e/c2bb2934cc0e341ea00bd9e8d6b61e65ba6548e76294c218ead26c740183/multi_storage_client-0.47.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2d99803766421eb8cbf26b8972ca4575dd5abf987c322e87da57a0ce9133a109", size = 6531850 }, + { url = "https://files.pythonhosted.org/packages/e5/ad/0e32b9f6d89cb3b2e190ba5507a201e6529475608f93e6590e1d85eb1d5a/multi_storage_client-0.47.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:41204d251d8599cceb6480da52be9c06eb837d59b6d98c32d62d72b99d1f4b76", size = 10079269 }, + { url = "https://files.pythonhosted.org/packages/35/4b/1c5400ec3c9b53adf9aee20027efd7907ce7ec41e1ca2327b8d69ac5159d/multi_storage_client-0.47.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e7ae909ee3e279ffdb50f91acc5a9b891334a66b872afa645987950a3aeb2a47", size = 6335463 }, + { url = "https://files.pythonhosted.org/packages/ce/f9/7ab43111c57a494421db29e9e61938a91708cec6bcfd18a1b0c13e51f069/multi_storage_client-0.47.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2c7369902c8202375d30f3d56036fc4be19c6354cc4d2d74d4b5538a4e294aca", size = 6535168 }, ] [package.optional-dependencies] @@ -1889,39 +1893,39 @@ wheels = [ [[package]] name = "numba" -version = "0.65.0" +version = "0.65.1" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "llvmlite" }, { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/49/61/7299643b9c18d669e04be7c5bcb64d985070d07553274817b45b049e7bfe/numba-0.65.0.tar.gz", hash = "sha256:edad0d9f6682e93624c00125a471ae4df186175d71fd604c983c377cdc03e68b", size = 2764131 } -wheels = [ - { url = "https://files.pythonhosted.org/packages/23/9b/e8453d93d5cb3f53cc956f135024be09d52f4f99643acaf8fdca090a8f3c/numba-0.65.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:dff9fd5fbc9a35c517359c5823ea705d9b65f01fb46e42e35a2eabe5a52c2e96", size = 2680537 }, - { url = "https://files.pythonhosted.org/packages/07/95/d6a2f0625e1092624228301eea11cdaff21ddcaf917ef3d631846a38b2f4/numba-0.65.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4c894c94afa5ffd627c7e3b693df10cb0d905bd5eb06de3dfc31775140cf4f89", size = 3739444 }, - { url = "https://files.pythonhosted.org/packages/49/ed/fe518c97af035e4ec670c2edc3f0ff7a518cbed2f0b5053124d7c979bd8a/numba-0.65.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b7325b1aab88f0339057288ee32f39dc660e14f93872a6fda14fa6eb9f95b047", size = 3446390 }, - { url = "https://files.pythonhosted.org/packages/d0/06/5010939854249c290c6217e3fb7404914f4ed953f9923e340c3e166bcaf0/numba-0.65.0-cp310-cp310-win_amd64.whl", hash = "sha256:71e72e9ca2f619df4768f9c3962bfec60191a5a26fe2b6a8c6a07532b6146169", size = 2747200 }, - { url = "https://files.pythonhosted.org/packages/ba/ce/d67c499703eb5479ce02420e8ccd65c5753d87d2e16d563f152d71405346/numba-0.65.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:28e547d0b18024f19cbaf9de02fc5c145790213d9be8a2c95b43f93ec162b9e4", size = 2680228 }, - { url = "https://files.pythonhosted.org/packages/c1/a7/11e2b24251d57cf41fc9ad83f378d890d61a890e3f8eb6338b39833f67a4/numba-0.65.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:032b0b8e879512cd424d79eed6d772a1399c6387ded184c2cf3cc22c08d750a6", size = 3744674 }, - { url = "https://files.pythonhosted.org/packages/fe/0b/7c63eb742859a6243f42288441f65ac9dac96ea59f409e43b713aafbe867/numba-0.65.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:af143d823624033a128b5950c0aaf9ffc2386dfe954eb757119cf0432335534c", size = 3450620 }, - { url = "https://files.pythonhosted.org/packages/53/ff/1371cbbe955be340a46093a10b61462437e0fadc7a63290473a0e584cb03/numba-0.65.0-cp311-cp311-win_amd64.whl", hash = "sha256:15d159578e59a39df246b83480f78d7794b0fca40153b5684d3849a99c48a0fb", size = 2747081 }, - { url = "https://files.pythonhosted.org/packages/6c/2f/8bd31a1ea43c01ac215283d83aa5f8d5acbe7a36c85b82f1757bfe9ccb31/numba-0.65.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:b27ee4847e1bfb17e9604d100417ee7c1d10f15a6711c6213404b3da13a0b2aa", size = 2680705 }, - { url = "https://files.pythonhosted.org/packages/73/36/88406bd58600cc696417b8e5dd6a056478da808f3eaf48d18e2421e0c2d9/numba-0.65.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:a52d92ffd297c10364bce60cd1fcb88f99284ab5df085f2c6bcd1cb33b529a6f", size = 3801411 }, - { url = "https://files.pythonhosted.org/packages/0c/61/ce753a1d7646dd477e16d15e89473703faebb8995d2f71d7ad69a540b565/numba-0.65.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:da8e371e328c06d0010c3d8b44b21858652831b85bcfba78cb22c042e22dbd8e", size = 3501622 }, - { url = "https://files.pythonhosted.org/packages/7d/86/db87a5393f1b1fabef53ac3ba4e6b938bb27e40a04ad7cc512098fcae032/numba-0.65.0-cp312-cp312-win_amd64.whl", hash = "sha256:59bb9f2bb9f1238dfd8e927ba50645c18ae769fef4f3d58ea0ea22a2683b91f5", size = 2749979 }, - { url = "https://files.pythonhosted.org/packages/8b/f8/eee0f1ff456218db036bfc9023995ec1f85a9dc8f2422f1594f6a87829e0/numba-0.65.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:c6334094563a456a695c812e6846288376ca02327cf246cdcc83e1bb27862367", size = 2680679 }, - { url = "https://files.pythonhosted.org/packages/1b/8f/3d116e4b8e92f6abace431afa4b2b944f4d65bdee83af886f5c4b263df95/numba-0.65.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b8a9008411615c69d083d1dcf477f75a5aa727b30beb16e139799e2be945cdfd", size = 3809537 }, - { url = "https://files.pythonhosted.org/packages/b5/2c/6a3ca4128e253cb67affe06deb47688f51ce968f5111e2a06d010e6f1fa6/numba-0.65.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:af96c0cba53664efcb361528b8c75e011a6556c859c7e08424c2715201c6cf7a", size = 3508615 }, - { url = "https://files.pythonhosted.org/packages/96/0e/267f9a36fb282c104a971d7eecb685b411c47dce2a740fe69cf5fc2945d9/numba-0.65.0-cp313-cp313-win_amd64.whl", hash = "sha256:6254e73b9c929dc736a1fbd3d6f5680789709a5067cae1fa7198707385129c04", size = 2749938 }, - { url = "https://files.pythonhosted.org/packages/56/a4/90edb01e9176053578e343d7a7276bc28356741ee67059aed8ed2c1a4e59/numba-0.65.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:ee336b398a6fca51b1f626034de99f50cb1bd87d537a166275158a3cee744b82", size = 2680878 }, - { url = "https://files.pythonhosted.org/packages/24/8d/e12d6ff4b9119db3cbf7b2db1ce257576441bd3c76388c786dea74f20b02/numba-0.65.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:05c0a9fdf75d85f57dee47b719e8d6415707b80aae45d75f63f9dc1b935c29f7", size = 3778456 }, - { url = "https://files.pythonhosted.org/packages/17/89/abcd83e76f6a773276fe76244140671bcc5bf820f6e2ae1a15362ae4c8c9/numba-0.65.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:583680e0e8faf124d362df23b4b593f3221a8996341a63d1b664c122401bec2f", size = 3478464 }, - { url = "https://files.pythonhosted.org/packages/73/5b/fbce55ce3d933afbc7ade04df826853e4a846aaa47d58d2fbb669b8f2d08/numba-0.65.0-cp314-cp314-win_amd64.whl", hash = "sha256:add297d3e1c08dd884f44100152612fa41e66a51d15fdf91307f9dde31d06830", size = 2752012 }, - { url = "https://files.pythonhosted.org/packages/1e/ab/af705f4257d9388fb2fd6d7416573e98b6ca9c786e8b58f02720978557bd/numba-0.65.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:194a243ba53a9157c8538cbb3166ec015d785a8c5d584d06cdd88bee902233c7", size = 2683961 }, - { url = "https://files.pythonhosted.org/packages/ff/e5/8267b0adb0c01b52b553df5062fbbb42c30ed5362d08b85cc913a36f838f/numba-0.65.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c7fa502960f7a2f3f5cb025bc7bff888a3551277b92431bfdc5ba2f11a375749", size = 3816373 }, - { url = "https://files.pythonhosted.org/packages/b0/f5/b8397ca360971669a93706b9274592b6864e4367a37d498fbbcb62aa2d48/numba-0.65.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5046c63f783ca3eb6195f826a50797465e7c4ce811daa17c9bea47e310c9b964", size = 3532782 }, - { url = "https://files.pythonhosted.org/packages/f5/21/1e73fa16bf0393ebb74c5bb208d712152ffdfc84600a8e93a3180317856e/numba-0.65.0-cp314-cp314t-win_amd64.whl", hash = "sha256:46fd679ae4f68c7a5d5721efbd29ecee0b0f3013211591891d79b51bfdf73113", size = 2757611 }, +sdist = { url = "https://files.pythonhosted.org/packages/f6/c5/db2ac3685833d626c0dcae6bd2330cd68433e1fd248d15f70998160d3ad7/numba-0.65.1.tar.gz", hash = "sha256:19357146c32fe9ed25059ab915e8465fb13951cf6b0aace3826b76886373ab23", size = 2765600 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/de/1b/3c5a7daf683a95465bf23504bcd1a2d5db8cd5e5e276ca87505d020dffe9/numba-0.65.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:9d993ed0a257aa4116e6f553f114004bcfdee540c7276ab8ea48f650d514c452", size = 2680870 }, + { url = "https://files.pythonhosted.org/packages/0f/a4/1831836814018a898e7d252aebe09c0f3ce1f26d145b68264b4ae0be6822/numba-0.65.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5f098109f361681e57295f7e84d8ab2426902539a141811de0703ace52826981", size = 3739780 }, + { url = "https://files.pythonhosted.org/packages/9c/1b/a813ddc81def09e257d2b1f67521982ce4b06204a87268796ffc8187271c/numba-0.65.1-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:973fd8173f2312815e6b7aaae887c4ce8a817eeff46a4f8840b828305b75bc95", size = 3446722 }, + { url = "https://files.pythonhosted.org/packages/09/52/ee1d8b3becda384fe0552221641e05aa668a35e8a77470db4db7f6475000/numba-0.65.1-cp310-cp310-win_amd64.whl", hash = "sha256:c63aa0c4193694026452da55d0ef9d85156c1a7a333454c103bb30dec81b7bf8", size = 2747539 }, + { url = "https://files.pythonhosted.org/packages/96/b3/650500c2eab4534d98e9166f4298e0f3c69c742afdf24e6eabccd1f16ad8/numba-0.65.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:7020d74b19cdb8cff16506542fdd510756e28c5e7f3bd0b7f574f0f42272fcd9", size = 2680563 }, + { url = "https://files.pythonhosted.org/packages/44/0b/0615dbedb98f5b32a35a53290fbdc6e22306968109278d7e58df82d7a9f6/numba-0.65.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f80ed83774b5173abd6581cd8d2165d1d38e13d2e5c8155c0c0b421784745420", size = 3745018 }, + { url = "https://files.pythonhosted.org/packages/49/aa/4361698f35bf63bff67dfe6c90493731177f48ede954f77b0588731537bc/numba-0.65.1-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7ed425a43b0a5f9772f2f4e2dd0bbd12eabecae1af0b24efcfd4e053f012aac6", size = 3450962 }, + { url = "https://files.pythonhosted.org/packages/bd/9a/af61ec03b3116c161fd7a06b9e8a265729a8718458333e8ffbb06d9a3978/numba-0.65.1-cp311-cp311-win_amd64.whl", hash = "sha256:df40a5028a975b9ea66f6a2a3f7abbdbd541a863070e34ed367aff21141248e4", size = 2747417 }, + { url = "https://files.pythonhosted.org/packages/57/bc/76f8f8c5cf9adee47fdb7bbb03be8900f76f902d451d7477cf12b845e1de/numba-0.65.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:ac3f1e77c352dd0ea9712732c2d8f9ca507717435eec5b5013bf138ac33c4a08", size = 2681371 }, + { url = "https://files.pythonhosted.org/packages/69/47/a415af0283e4db0398104c6d1c11c9861a98dc67a7aa442a7769ed5d6196/numba-0.65.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:52bc6f3ceb8fcaff9b2ae26b4c6b1e9fee39db8d355534c0fe4f39a901246b84", size = 3802467 }, + { url = "https://files.pythonhosted.org/packages/46/36/246f73ec99cfeab2f2cb2ce7d4218766cc36a2da418901223f4f4da9c813/numba-0.65.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:90ca10b3463bae0bd70589726fe3c77d01d6b5fc86bee54bcdf9fb6b47c28977", size = 3502628 }, + { url = "https://files.pythonhosted.org/packages/db/9e/3c679b2ee078425b9e99a91e44f8d132a6830d8ccce5227bc5e9181aeed8/numba-0.65.1-cp312-cp312-win_amd64.whl", hash = "sha256:5971c632be2a2351500431f46213821dba8d02b18a9f7d02fd36bd2743e41a6a", size = 2750611 }, + { url = "https://files.pythonhosted.org/packages/79/37/14a4579049c1eb673afd0de0cb4842982acd55b9ce2643e763db858bcea0/numba-0.65.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:1735c15c1134a5108b4d6a5c77fc0947924ea066a738dc09a52008c13df9cad3", size = 2681344 }, + { url = "https://files.pythonhosted.org/packages/a0/22/b8d873f6466b20aa563fc9b33acd48dec89a07803ddaa2f1c8ca1cd33126/numba-0.65.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c09f49117ef255e1f1c6dad0c7a1ed39868243862a73be5706793241a3755f1b", size = 3810619 }, + { url = "https://files.pythonhosted.org/packages/62/08/e16a8b5d9a018962ebb5c66be662317cde32b9f5dab08441f90bed5522fb/numba-0.65.1-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:594a8680b3fadac99e97e489b1fd89007177e5336713745c3b769528c635a464", size = 3509783 }, + { url = "https://files.pythonhosted.org/packages/fd/a5/03c970d57f4c1741354837353ce39fb5206952ae1dba8922d29c86f64805/numba-0.65.1-cp313-cp313-win_amd64.whl", hash = "sha256:85be74c0d036842699a30058f82fb88fc5ffdc59f7615cab5792ea92914c9b62", size = 2750534 }, + { url = "https://files.pythonhosted.org/packages/4f/2e/8aed9b726d9ba5f11ad287645fd479e88278db3060a25cb1225d730eb2b7/numba-0.65.1-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:33f5eb68eb1c843511615d14663ce60258525d6a4c65ab040e2c2b0c4cf17450", size = 2681554 }, + { url = "https://files.pythonhosted.org/packages/87/96/f3eb235fafa82a34e2ab5dd7dc9ffff998ebf5f0bbc23fa56a96aeb44da6/numba-0.65.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:71e73029bf53a62cc6afcf96be4bd942290d8b4c55f0a454fb536158115790f7", size = 3779602 }, + { url = "https://files.pythonhosted.org/packages/09/90/b0f09b48752d23640b8284f22aa597737e8adaddc7fbfacc4708b7f73a4c/numba-0.65.1-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3a07635e0be926b9bdbffb09137c230fb13f6ec0e564914ba937cee12ce3eb35", size = 3479532 }, + { url = "https://files.pythonhosted.org/packages/56/46/3f7fc04fb853559e74b210e0b62c19974ec844cefec611f9e535f4da3761/numba-0.65.1-cp314-cp314-win_amd64.whl", hash = "sha256:2a20fcdabdefbdacf88d85caf70c3b18c4bcb7ebb8f82e6a19486383dd26ab63", size = 2752637 }, + { url = "https://files.pythonhosted.org/packages/81/7b/c1a341a9067367778f4152a5f01061cf281fb09582c92c510ec4918cabf6/numba-0.65.1-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:548dd4b3a4508d5062768d1514b2cd7b015f9a25ec7af651c50dee243965e652", size = 2684600 }, + { url = "https://files.pythonhosted.org/packages/03/36/98ddbcf3e4f04a6dd07e1c67249955920579ba4af6bb6868e3088f4ed282/numba-0.65.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:78abc28feff2c2ff8307fff3975b6438352759c9acb797ecd6b1fb6e7e39e31d", size = 3817198 }, + { url = "https://files.pythonhosted.org/packages/a3/83/0dad21057ece5a835599f5d24099b091703995e23dbbf894f259e91c010b/numba-0.65.1-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ee7676cb389555805f9b9a1840cbcd1ea6c8bd5376ab6918e3a29c5ea1dbda20", size = 3533862 }, + { url = "https://files.pythonhosted.org/packages/32/36/8be7118ffd4c8440881046eac3d0982cc5ab42909508cf5d67024d62a2e4/numba-0.65.1-cp314-cp314t-win_amd64.whl", hash = "sha256:20609346e3bd75204950dcbbfe383a8d7dbf4902f442aedbf00f97fef4aa8f38", size = 2758237 }, ] [[package]] @@ -2224,7 +2228,7 @@ wheels = [ [[package]] name = "oci" -version = "2.170.0" +version = "2.173.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "certifi" }, @@ -2235,22 +2239,22 @@ dependencies = [ { name = "pytz" }, { name = "urllib3" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/39/9a/6cc66cf3012e8f7e699d88f09ce9b2364afce8bcbc9fb7473a8aa9225e15/oci-2.170.0.tar.gz", hash = "sha256:1e205a395e856b6514501d34595dd1e8e261415aaaab2c97f77fd2fc9618dcc3", size = 17014345 } +sdist = { url = "https://files.pythonhosted.org/packages/5e/94/1c0a6c95738eb4c7bb462f3520fbb1b5c7a9995482c909e9e7c1ce8f6679/oci-2.173.0.tar.gz", hash = "sha256:83ef55ef8aa22cabd6c5e7847d2fa7c45316a6f1133c999a7661edee91bc19a5", size = 17129073 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a6/a1/bc99b0809c49c1cac99250446ddd4f3e5cab8442a256ceb9ee59ddedca0d/oci-2.170.0-py3-none-any.whl", hash = "sha256:49adf0ffaf754c07c43194d19d2e11f5e1b602a95bb365bb384d939ff365b1b4", size = 34700441 }, + { url = "https://files.pythonhosted.org/packages/f8/35/ddbc4bec5f0eca26e334afc3f37a39ce52018c28732c6b8b0f5cbe2e7c5e/oci-2.173.0-py3-none-any.whl", hash = "sha256:b50fe600d460c2643fc38e94a359e5d84c6411e6e111fa133485bdf1883a9628", size = 34951801 }, ] [[package]] name = "opentelemetry-api" -version = "1.40.0" +version = "1.41.1" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "importlib-metadata" }, { name = "typing-extensions" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/2c/1d/4049a9e8698361cc1a1aa03a6c59e4fa4c71e0c0f94a30f988a6876a2ae6/opentelemetry_api-1.40.0.tar.gz", hash = "sha256:159be641c0b04d11e9ecd576906462773eb97ae1b657730f0ecf64d32071569f", size = 70851 } +sdist = { url = "https://files.pythonhosted.org/packages/fa/fc/b7564cbef36601aef0d6c9bc01f7badb64be8e862c2e1c3c5c3b43b53e4f/opentelemetry_api-1.41.1.tar.gz", hash = "sha256:0ad1814d73b875f84494387dae86ce0b12c68556331ce6ce8fe789197c949621", size = 71416 } wheels = [ - { url = "https://files.pythonhosted.org/packages/5f/bf/93795954016c522008da367da292adceed71cca6ee1717e1d64c83089099/opentelemetry_api-1.40.0-py3-none-any.whl", hash = "sha256:82dd69331ae74b06f6a874704be0cfaa49a1650e1537d4a813b86ecef7d0ecf9", size = 68676 }, + { url = "https://files.pythonhosted.org/packages/29/59/3e7118ed140f76b0982ba4321bdaed1997a0473f9720de2d10788a577033/opentelemetry_api-1.41.1-py3-none-any.whl", hash = "sha256:a22df900e75c76dc08440710e51f52f1aa6b451b429298896023e60db5b3139f", size = 69007 }, ] [[package]] @@ -2264,11 +2268,11 @@ wheels = [ [[package]] name = "packaging" -version = "26.0" +version = "26.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/65/ee/299d360cdc32edc7d2cf530f3accf79c4fca01e96ffc950d8a52213bd8e4/packaging-26.0.tar.gz", hash = "sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4", size = 143416 } +sdist = { url = "https://files.pythonhosted.org/packages/d7/f1/e7a6dd94a8d4a5626c03e4e99c87f241ba9e350cd9e6d75123f992427270/packaging-26.2.tar.gz", hash = "sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661", size = 228134 } wheels = [ - { url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl", hash = "sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529", size = 74366 }, + { url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl", hash = "sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e", size = 100195 }, ] [[package]] @@ -2562,6 +2566,63 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/8c/c7/7bb2e321574b10df20cbde462a94e2b71d05f9bbda251ef27d104668306a/psutil-7.2.2-cp37-abi3-win_arm64.whl", hash = "sha256:8c233660f575a5a89e6d4cb65d9f938126312bca76d8fe087b947b3a1aaac9ee", size = 134617 }, ] +[[package]] +name = "pyarrow" +version = "24.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/91/13/13e1069b351bdc3881266e11147ffccf687505dbb0ea74036237f5d454a5/pyarrow-24.0.0.tar.gz", hash = "sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83", size = 1180261 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a5/bf/a34fee1d624152124fa8355c42f34195ad5fe5233ce5bb87946432047d52/pyarrow-24.0.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb", size = 35076681 }, + { url = "https://files.pythonhosted.org/packages/1d/41/64180033d7027afce12dc96d0fe1f504c6fa112190582b458acea2399530/pyarrow-24.0.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147", size = 36684260 }, + { url = "https://files.pythonhosted.org/packages/57/02/9b9320e673dd8a99411fac78690f3df92f6dd6f59754c750110bca66d64e/pyarrow-24.0.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c", size = 45698566 }, + { url = "https://files.pythonhosted.org/packages/67/33/f75e91b9a64c3f33c787e263c93b871ad91b8a4a68c1d5cebddd9840e835/pyarrow-24.0.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041", size = 48835562 }, + { url = "https://files.pythonhosted.org/packages/a5/63/097510448e47e4091faa41c43ba92f97cecaab8f4535b56a3d149578f634/pyarrow-24.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491", size = 49394997 }, + { url = "https://files.pythonhosted.org/packages/60/6b/c047d6222ab279024a062742d1807e2fbaf27bba88a98637299ff47b9236/pyarrow-24.0.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1", size = 51911424 }, + { url = "https://files.pythonhosted.org/packages/3a/ba/464cc70761c2a525d97ebd84e21c31ebd47f3ef4bdcee117009f51c46f24/pyarrow-24.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591", size = 27251730 }, + { url = "https://files.pythonhosted.org/packages/62/c9/a47ab7ece0d86cbe6678418a0fbd1ac4bb493b9184a3891dfa0e7f287ae0/pyarrow-24.0.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74", size = 35068898 }, + { url = "https://files.pythonhosted.org/packages/d1/bc/8db86617a9a58008acf8913d6fed68ea2a46acb6de928db28d724c891a68/pyarrow-24.0.0-cp311-cp311-macosx_12_0_x86_64.whl", hash = "sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3", size = 36679915 }, + { url = "https://files.pythonhosted.org/packages/eb/8e/fb178720400ef69db251eb4a9c3ccf4af269bc1feb5055529b8fc87170d1/pyarrow-24.0.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868", size = 45697931 }, + { url = "https://files.pythonhosted.org/packages/f3/27/99c42abe8e21b44f4917f62631f3aa31404882a2c41d8a4cd5c110e13d52/pyarrow-24.0.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e", size = 48837449 }, + { url = "https://files.pythonhosted.org/packages/36/b6/333749e2666e9032891125bf9c691146e92901bece62030ac1430e2e7c88/pyarrow-24.0.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57", size = 49395949 }, + { url = "https://files.pythonhosted.org/packages/17/25/c5201706a2dd374e8ba6ee3fd7a8c89fb7ffc16eed5217a91fd2bd7f7626/pyarrow-24.0.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c", size = 51912986 }, + { url = "https://files.pythonhosted.org/packages/f8/d2/4d1bbba65320b21a49678d6fbdc6ff7c649251359fdcfc03568c4136231d/pyarrow-24.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981", size = 27255371 }, + { url = "https://files.pythonhosted.org/packages/b4/a9/9686d9f07837f91f775e8932659192e02c74f9d8920524b480b85212cc68/pyarrow-24.0.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810", size = 34981559 }, + { url = "https://files.pythonhosted.org/packages/80/b6/0ddf0e9b6ead3474ab087ae598c76b031fc45532bf6a63f3a553440fb258/pyarrow-24.0.0-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a", size = 36663654 }, + { url = "https://files.pythonhosted.org/packages/7c/3b/926382efe8ce27ba729071d3566ade6dfb86bdf112f366000196b2f5780a/pyarrow-24.0.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66", size = 45679394 }, + { url = "https://files.pythonhosted.org/packages/b3/7a/829f7d9dfd37c207206081d6dad474d81dde29952401f07f2ba507814818/pyarrow-24.0.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb", size = 48863122 }, + { url = "https://files.pythonhosted.org/packages/5f/e8/f88ce625fe8babaae64e8db2d417c7653adb3019b08aae85c5ed787dc816/pyarrow-24.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e", size = 49376032 }, + { url = "https://files.pythonhosted.org/packages/36/7a/82c363caa145fff88fb475da50d3bf52bb024f61917be5424c3392eaf878/pyarrow-24.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6", size = 51929490 }, + { url = "https://files.pythonhosted.org/packages/66/1c/e3e72c8014ad2743ca64a701652c733cc5cbcee15c0463a32a8c55518d9e/pyarrow-24.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826", size = 27355660 }, + { url = "https://files.pythonhosted.org/packages/6f/d3/a1abf004482026ddc17f4503db227787fa3cfe41ec5091ff20e4fea55e57/pyarrow-24.0.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba", size = 34976759 }, + { url = "https://files.pythonhosted.org/packages/4f/4a/34f0a36d28a2dd32225301b79daad44e243dc1a2bb77d43b60749be255c4/pyarrow-24.0.0-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68", size = 36658471 }, + { url = "https://files.pythonhosted.org/packages/1f/78/543b94712ae8bb1a6023bcc1acf1a740fbff8286747c289cd9468fced2a5/pyarrow-24.0.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2", size = 45675981 }, + { url = "https://files.pythonhosted.org/packages/84/9f/8fb7c222b100d314137fa40ec050de56cd8c6d957d1cfff685ce72f15b17/pyarrow-24.0.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0", size = 48859172 }, + { url = "https://files.pythonhosted.org/packages/a7/d3/1ea72538e6c8b3b475ed78d1049a2c518e655761ea50fe1171fc855fcab7/pyarrow-24.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495", size = 49385733 }, + { url = "https://files.pythonhosted.org/packages/c3/be/c3d8b06a1ba35f2260f8e1f771abbee7d5e345c0937aab90675706b1690a/pyarrow-24.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f", size = 51934335 }, + { url = "https://files.pythonhosted.org/packages/9c/62/89e07a1e7329d2cde3e3c6994ba0839a24977a2beda8be6005ea3d860b99/pyarrow-24.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91", size = 27271748 }, + { url = "https://files.pythonhosted.org/packages/17/1a/cff3a59f80b5b1658549d46611b67163f65e0664431c076ad728bf9d5af4/pyarrow-24.0.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275", size = 35238554 }, + { url = "https://files.pythonhosted.org/packages/a8/99/cce0f42a327bfef2c420fb6078a3eb834826e5d6697bf3009fe11d2ad051/pyarrow-24.0.0-cp313-cp313t-macosx_12_0_x86_64.whl", hash = "sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b", size = 36782301 }, + { url = "https://files.pythonhosted.org/packages/2a/66/8e560d5ff6793ca29aca213c53eec0dd482dd46cb93b2819e5aab52e4252/pyarrow-24.0.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42", size = 45721929 }, + { url = "https://files.pythonhosted.org/packages/27/0c/a26e25505d030716e078d9f16eb74973cbf0b33b672884e9f9da1c83b871/pyarrow-24.0.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b", size = 48825365 }, + { url = "https://files.pythonhosted.org/packages/5f/eb/771f9ecb0c65e73fe9dccdd1717901b9594f08c4515d000c7c62df573811/pyarrow-24.0.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37", size = 49451819 }, + { url = "https://files.pythonhosted.org/packages/48/da/61ae89a88732f5a785646f3ec6125dbb640fa98a540eb2b9889caa561403/pyarrow-24.0.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca", size = 51909252 }, + { url = "https://files.pythonhosted.org/packages/cb/1a/8dd5cafab7b66573fa91c03d06d213356ad4edd71813aa75e08ce2b3a844/pyarrow-24.0.0-cp313-cp313t-win_amd64.whl", hash = "sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d", size = 27388127 }, + { url = "https://files.pythonhosted.org/packages/ad/80/d022a34ff05d2cbedd8ccf841fc1f532ecfa9eb5ed1711b56d0e0ea71fc9/pyarrow-24.0.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838", size = 35007997 }, + { url = "https://files.pythonhosted.org/packages/1a/ff/f01485fda6f4e5d441afb8dd5e7681e4db18826c1e271852f5d3957d6a80/pyarrow-24.0.0-cp314-cp314-macosx_12_0_x86_64.whl", hash = "sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b", size = 36678720 }, + { url = "https://files.pythonhosted.org/packages/9e/c2/2d2d5fea814237923f71b36495211f20b43a1576f9a4d6da7e751a64ec6f/pyarrow-24.0.0-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795", size = 45741852 }, + { url = "https://files.pythonhosted.org/packages/8e/3a/28ba9c1c1ebdbb5f1b94dfebb46f207e52e6a554b7fe4132540fde29a3a0/pyarrow-24.0.0-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26", size = 48889852 }, + { url = "https://files.pythonhosted.org/packages/df/51/4a389acfd31dca009f8fb82d7f510bb4130f2b3a8e18cf00194d0687d8ac/pyarrow-24.0.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde", size = 49445207 }, + { url = "https://files.pythonhosted.org/packages/19/4b/0bab2b23d2ae901b1b9a03c0efd4b2d070256f8ce3fc43f6e58c167b2081/pyarrow-24.0.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76", size = 51954117 }, + { url = "https://files.pythonhosted.org/packages/29/88/f4e9145da0417b3d2c12035a8492b35ff4a3dbc653e614fcfb51d9dedb38/pyarrow-24.0.0-cp314-cp314-win_amd64.whl", hash = "sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e", size = 28001155 }, + { url = "https://files.pythonhosted.org/packages/79/4f/46a49a63f43526da895b1a45bbb51d5baf8e4d77159f8528fc3e5490007f/pyarrow-24.0.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05", size = 35250387 }, + { url = "https://files.pythonhosted.org/packages/a0/da/d5e0cd5ef00796922404806d5f00325cdadc3441ce2c13fe7115f2df9a64/pyarrow-24.0.0-cp314-cp314t-macosx_12_0_x86_64.whl", hash = "sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a", size = 36797102 }, + { url = "https://files.pythonhosted.org/packages/34/c7/5904145b0a593a05236c882933d439b5720f0a145381179063722fbfc123/pyarrow-24.0.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072", size = 45745118 }, + { url = "https://files.pythonhosted.org/packages/13/d3/cca42fe166d1c6e4d5b80e530b7949104d10e17508a90ae202dac205ce2a/pyarrow-24.0.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931", size = 48844765 }, + { url = "https://files.pythonhosted.org/packages/b0/49/942c3b79878ba928324d1e17c274ed84581db8c0a749b24bcf4cbdf15bd3/pyarrow-24.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699", size = 49471890 }, + { url = "https://files.pythonhosted.org/packages/76/97/ff71431000a75d84135a1ace5ca4ba11726a231a8007bbb320a4c54075d5/pyarrow-24.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136", size = 51932250 }, + { url = "https://files.pythonhosted.org/packages/51/be/6f79d55816d5c22557cf27533543d5d70dfe692adfbee4b99f2760674f38/pyarrow-24.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19", size = 28131282 }, +] + [[package]] name = "pyasn1" version = "0.6.3" @@ -2594,7 +2655,7 @@ wheels = [ [[package]] name = "pydantic" -version = "2.12.5" +version = "2.13.3" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "annotated-types" }, @@ -2602,119 +2663,117 @@ dependencies = [ { name = "typing-extensions" }, { name = "typing-inspection" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/69/44/36f1a6e523abc58ae5f928898e4aca2e0ea509b5aa6f6f392a5d882be928/pydantic-2.12.5.tar.gz", hash = "sha256:4d351024c75c0f085a9febbb665ce8c0c6ec5d30e903bdb6394b7ede26aebb49", size = 821591 } +sdist = { url = "https://files.pythonhosted.org/packages/d9/e4/40d09941a2cebcb20609b86a559817d5b9291c49dd6f8c87e5feffbe703a/pydantic-2.13.3.tar.gz", hash = "sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d", size = 844068 } wheels = [ - { url = "https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl", hash = "sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d", size = 463580 }, + { url = "https://files.pythonhosted.org/packages/f3/0a/fd7d723f8f8153418fb40cf9c940e82004fce7e987026b08a68a36dd3fe7/pydantic-2.13.3-py3-none-any.whl", hash = "sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927", size = 471981 }, ] [[package]] name = "pydantic-core" -version = "2.41.5" +version = "2.46.3" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "typing-extensions" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/71/70/23b021c950c2addd24ec408e9ab05d59b035b39d97cdc1130e1bce647bb6/pydantic_core-2.41.5.tar.gz", hash = "sha256:08daa51ea16ad373ffd5e7606252cc32f07bc72b28284b6bc9c6df804816476e", size = 460952 } -wheels = [ - { url = "https://files.pythonhosted.org/packages/c6/90/32c9941e728d564b411d574d8ee0cf09b12ec978cb22b294995bae5549a5/pydantic_core-2.41.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:77b63866ca88d804225eaa4af3e664c5faf3568cea95360d21f4725ab6e07146", size = 2107298 }, - { url = "https://files.pythonhosted.org/packages/fb/a8/61c96a77fe28993d9a6fb0f4127e05430a267b235a124545d79fea46dd65/pydantic_core-2.41.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dfa8a0c812ac681395907e71e1274819dec685fec28273a28905df579ef137e2", size = 1901475 }, - { url = "https://files.pythonhosted.org/packages/5d/b6/338abf60225acc18cdc08b4faef592d0310923d19a87fba1faf05af5346e/pydantic_core-2.41.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5921a4d3ca3aee735d9fd163808f5e8dd6c6972101e4adbda9a4667908849b97", size = 1918815 }, - { url = "https://files.pythonhosted.org/packages/d1/1c/2ed0433e682983d8e8cba9c8d8ef274d4791ec6a6f24c58935b90e780e0a/pydantic_core-2.41.5-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e25c479382d26a2a41b7ebea1043564a937db462816ea07afa8a44c0866d52f9", size = 2065567 }, - { url = "https://files.pythonhosted.org/packages/b3/24/cf84974ee7d6eae06b9e63289b7b8f6549d416b5c199ca2d7ce13bbcf619/pydantic_core-2.41.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f547144f2966e1e16ae626d8ce72b4cfa0caedc7fa28052001c94fb2fcaa1c52", size = 2230442 }, - { url = "https://files.pythonhosted.org/packages/fd/21/4e287865504b3edc0136c89c9c09431be326168b1eb7841911cbc877a995/pydantic_core-2.41.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6f52298fbd394f9ed112d56f3d11aabd0d5bd27beb3084cc3d8ad069483b8941", size = 2350956 }, - { url = "https://files.pythonhosted.org/packages/a8/76/7727ef2ffa4b62fcab916686a68a0426b9b790139720e1934e8ba797e238/pydantic_core-2.41.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:100baa204bb412b74fe285fb0f3a385256dad1d1879f0a5cb1499ed2e83d132a", size = 2068253 }, - { url = "https://files.pythonhosted.org/packages/d5/8c/a4abfc79604bcb4c748e18975c44f94f756f08fb04218d5cb87eb0d3a63e/pydantic_core-2.41.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:05a2c8852530ad2812cb7914dc61a1125dc4e06252ee98e5638a12da6cc6fb6c", size = 2177050 }, - { url = "https://files.pythonhosted.org/packages/67/b1/de2e9a9a79b480f9cb0b6e8b6ba4c50b18d4e89852426364c66aa82bb7b3/pydantic_core-2.41.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:29452c56df2ed968d18d7e21f4ab0ac55e71dc59524872f6fc57dcf4a3249ed2", size = 2147178 }, - { url = "https://files.pythonhosted.org/packages/16/c1/dfb33f837a47b20417500efaa0378adc6635b3c79e8369ff7a03c494b4ac/pydantic_core-2.41.5-cp310-cp310-musllinux_1_1_armv7l.whl", hash = "sha256:d5160812ea7a8a2ffbe233d8da666880cad0cbaf5d4de74ae15c313213d62556", size = 2341833 }, - { url = "https://files.pythonhosted.org/packages/47/36/00f398642a0f4b815a9a558c4f1dca1b4020a7d49562807d7bc9ff279a6c/pydantic_core-2.41.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:df3959765b553b9440adfd3c795617c352154e497a4eaf3752555cfb5da8fc49", size = 2321156 }, - { url = "https://files.pythonhosted.org/packages/7e/70/cad3acd89fde2010807354d978725ae111ddf6d0ea46d1ea1775b5c1bd0c/pydantic_core-2.41.5-cp310-cp310-win32.whl", hash = "sha256:1f8d33a7f4d5a7889e60dc39856d76d09333d8a6ed0f5f1190635cbec70ec4ba", size = 1989378 }, - { url = "https://files.pythonhosted.org/packages/76/92/d338652464c6c367e5608e4488201702cd1cbb0f33f7b6a85a60fe5f3720/pydantic_core-2.41.5-cp310-cp310-win_amd64.whl", hash = "sha256:62de39db01b8d593e45871af2af9e497295db8d73b085f6bfd0b18c83c70a8f9", size = 2013622 }, - { url = "https://files.pythonhosted.org/packages/e8/72/74a989dd9f2084b3d9530b0915fdda64ac48831c30dbf7c72a41a5232db8/pydantic_core-2.41.5-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:a3a52f6156e73e7ccb0f8cced536adccb7042be67cb45f9562e12b319c119da6", size = 2105873 }, - { url = "https://files.pythonhosted.org/packages/12/44/37e403fd9455708b3b942949e1d7febc02167662bf1a7da5b78ee1ea2842/pydantic_core-2.41.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7f3bf998340c6d4b0c9a2f02d6a400e51f123b59565d74dc60d252ce888c260b", size = 1899826 }, - { url = "https://files.pythonhosted.org/packages/33/7f/1d5cab3ccf44c1935a359d51a8a2a9e1a654b744b5e7f80d41b88d501eec/pydantic_core-2.41.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:378bec5c66998815d224c9ca994f1e14c0c21cb95d2f52b6021cc0b2a58f2a5a", size = 1917869 }, - { url = "https://files.pythonhosted.org/packages/6e/6a/30d94a9674a7fe4f4744052ed6c5e083424510be1e93da5bc47569d11810/pydantic_core-2.41.5-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e7b576130c69225432866fe2f4a469a85a54ade141d96fd396dffcf607b558f8", size = 2063890 }, - { url = "https://files.pythonhosted.org/packages/50/be/76e5d46203fcb2750e542f32e6c371ffa9b8ad17364cf94bb0818dbfb50c/pydantic_core-2.41.5-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6cb58b9c66f7e4179a2d5e0f849c48eff5c1fca560994d6eb6543abf955a149e", size = 2229740 }, - { url = "https://files.pythonhosted.org/packages/d3/ee/fed784df0144793489f87db310a6bbf8118d7b630ed07aa180d6067e653a/pydantic_core-2.41.5-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:88942d3a3dff3afc8288c21e565e476fc278902ae4d6d134f1eeda118cc830b1", size = 2350021 }, - { url = "https://files.pythonhosted.org/packages/c8/be/8fed28dd0a180dca19e72c233cbf58efa36df055e5b9d90d64fd1740b828/pydantic_core-2.41.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f31d95a179f8d64d90f6831d71fa93290893a33148d890ba15de25642c5d075b", size = 2066378 }, - { url = "https://files.pythonhosted.org/packages/b0/3b/698cf8ae1d536a010e05121b4958b1257f0b5522085e335360e53a6b1c8b/pydantic_core-2.41.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c1df3d34aced70add6f867a8cf413e299177e0c22660cc767218373d0779487b", size = 2175761 }, - { url = "https://files.pythonhosted.org/packages/b8/ba/15d537423939553116dea94ce02f9c31be0fa9d0b806d427e0308ec17145/pydantic_core-2.41.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:4009935984bd36bd2c774e13f9a09563ce8de4abaa7226f5108262fa3e637284", size = 2146303 }, - { url = "https://files.pythonhosted.org/packages/58/7f/0de669bf37d206723795f9c90c82966726a2ab06c336deba4735b55af431/pydantic_core-2.41.5-cp311-cp311-musllinux_1_1_armv7l.whl", hash = "sha256:34a64bc3441dc1213096a20fe27e8e128bd3ff89921706e83c0b1ac971276594", size = 2340355 }, - { url = "https://files.pythonhosted.org/packages/e5/de/e7482c435b83d7e3c3ee5ee4451f6e8973cff0eb6007d2872ce6383f6398/pydantic_core-2.41.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:c9e19dd6e28fdcaa5a1de679aec4141f691023916427ef9bae8584f9c2fb3b0e", size = 2319875 }, - { url = "https://files.pythonhosted.org/packages/fe/e6/8c9e81bb6dd7560e33b9053351c29f30c8194b72f2d6932888581f503482/pydantic_core-2.41.5-cp311-cp311-win32.whl", hash = "sha256:2c010c6ded393148374c0f6f0bf89d206bf3217f201faa0635dcd56bd1520f6b", size = 1987549 }, - { url = "https://files.pythonhosted.org/packages/11/66/f14d1d978ea94d1bc21fc98fcf570f9542fe55bfcc40269d4e1a21c19bf7/pydantic_core-2.41.5-cp311-cp311-win_amd64.whl", hash = "sha256:76ee27c6e9c7f16f47db7a94157112a2f3a00e958bc626e2f4ee8bec5c328fbe", size = 2011305 }, - { url = "https://files.pythonhosted.org/packages/56/d8/0e271434e8efd03186c5386671328154ee349ff0354d83c74f5caaf096ed/pydantic_core-2.41.5-cp311-cp311-win_arm64.whl", hash = "sha256:4bc36bbc0b7584de96561184ad7f012478987882ebf9f9c389b23f432ea3d90f", size = 1972902 }, - { url = "https://files.pythonhosted.org/packages/5f/5d/5f6c63eebb5afee93bcaae4ce9a898f3373ca23df3ccaef086d0233a35a7/pydantic_core-2.41.5-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:f41a7489d32336dbf2199c8c0a215390a751c5b014c2c1c5366e817202e9cdf7", size = 2110990 }, - { url = "https://files.pythonhosted.org/packages/aa/32/9c2e8ccb57c01111e0fd091f236c7b371c1bccea0fa85247ac55b1e2b6b6/pydantic_core-2.41.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:070259a8818988b9a84a449a2a7337c7f430a22acc0859c6b110aa7212a6d9c0", size = 1896003 }, - { url = "https://files.pythonhosted.org/packages/68/b8/a01b53cb0e59139fbc9e4fda3e9724ede8de279097179be4ff31f1abb65a/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e96cea19e34778f8d59fe40775a7a574d95816eb150850a85a7a4c8f4b94ac69", size = 1919200 }, - { url = "https://files.pythonhosted.org/packages/38/de/8c36b5198a29bdaade07b5985e80a233a5ac27137846f3bc2d3b40a47360/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ed2e99c456e3fadd05c991f8f437ef902e00eedf34320ba2b0842bd1c3ca3a75", size = 2052578 }, - { url = "https://files.pythonhosted.org/packages/00/b5/0e8e4b5b081eac6cb3dbb7e60a65907549a1ce035a724368c330112adfdd/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:65840751b72fbfd82c3c640cff9284545342a4f1eb1586ad0636955b261b0b05", size = 2208504 }, - { url = "https://files.pythonhosted.org/packages/77/56/87a61aad59c7c5b9dc8caad5a41a5545cba3810c3e828708b3d7404f6cef/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e536c98a7626a98feb2d3eaf75944ef6f3dbee447e1f841eae16f2f0a72d8ddc", size = 2335816 }, - { url = "https://files.pythonhosted.org/packages/0d/76/941cc9f73529988688a665a5c0ecff1112b3d95ab48f81db5f7606f522d3/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eceb81a8d74f9267ef4081e246ffd6d129da5d87e37a77c9bde550cb04870c1c", size = 2075366 }, - { url = "https://files.pythonhosted.org/packages/d3/43/ebef01f69baa07a482844faaa0a591bad1ef129253ffd0cdaa9d8a7f72d3/pydantic_core-2.41.5-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d38548150c39b74aeeb0ce8ee1d8e82696f4a4e16ddc6de7b1d8823f7de4b9b5", size = 2171698 }, - { url = "https://files.pythonhosted.org/packages/b1/87/41f3202e4193e3bacfc2c065fab7706ebe81af46a83d3e27605029c1f5a6/pydantic_core-2.41.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:c23e27686783f60290e36827f9c626e63154b82b116d7fe9adba1fda36da706c", size = 2132603 }, - { url = "https://files.pythonhosted.org/packages/49/7d/4c00df99cb12070b6bccdef4a195255e6020a550d572768d92cc54dba91a/pydantic_core-2.41.5-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:482c982f814460eabe1d3bb0adfdc583387bd4691ef00b90575ca0d2b6fe2294", size = 2329591 }, - { url = "https://files.pythonhosted.org/packages/cc/6a/ebf4b1d65d458f3cda6a7335d141305dfa19bdc61140a884d165a8a1bbc7/pydantic_core-2.41.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:bfea2a5f0b4d8d43adf9d7b8bf019fb46fdd10a2e5cde477fbcb9d1fa08c68e1", size = 2319068 }, - { url = "https://files.pythonhosted.org/packages/49/3b/774f2b5cd4192d5ab75870ce4381fd89cf218af999515baf07e7206753f0/pydantic_core-2.41.5-cp312-cp312-win32.whl", hash = "sha256:b74557b16e390ec12dca509bce9264c3bbd128f8a2c376eaa68003d7f327276d", size = 1985908 }, - { url = "https://files.pythonhosted.org/packages/86/45/00173a033c801cacf67c190fef088789394feaf88a98a7035b0e40d53dc9/pydantic_core-2.41.5-cp312-cp312-win_amd64.whl", hash = "sha256:1962293292865bca8e54702b08a4f26da73adc83dd1fcf26fbc875b35d81c815", size = 2020145 }, - { url = "https://files.pythonhosted.org/packages/f9/22/91fbc821fa6d261b376a3f73809f907cec5ca6025642c463d3488aad22fb/pydantic_core-2.41.5-cp312-cp312-win_arm64.whl", hash = "sha256:1746d4a3d9a794cacae06a5eaaccb4b8643a131d45fbc9af23e353dc0a5ba5c3", size = 1976179 }, - { url = "https://files.pythonhosted.org/packages/87/06/8806241ff1f70d9939f9af039c6c35f2360cf16e93c2ca76f184e76b1564/pydantic_core-2.41.5-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:941103c9be18ac8daf7b7adca8228f8ed6bb7a1849020f643b3a14d15b1924d9", size = 2120403 }, - { url = "https://files.pythonhosted.org/packages/94/02/abfa0e0bda67faa65fef1c84971c7e45928e108fe24333c81f3bfe35d5f5/pydantic_core-2.41.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:112e305c3314f40c93998e567879e887a3160bb8689ef3d2c04b6cc62c33ac34", size = 1896206 }, - { url = "https://files.pythonhosted.org/packages/15/df/a4c740c0943e93e6500f9eb23f4ca7ec9bf71b19e608ae5b579678c8d02f/pydantic_core-2.41.5-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0cbaad15cb0c90aa221d43c00e77bb33c93e8d36e0bf74760cd00e732d10a6a0", size = 1919307 }, - { url = "https://files.pythonhosted.org/packages/9a/e3/6324802931ae1d123528988e0e86587c2072ac2e5394b4bc2bc34b61ff6e/pydantic_core-2.41.5-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:03ca43e12fab6023fc79d28ca6b39b05f794ad08ec2feccc59a339b02f2b3d33", size = 2063258 }, - { url = "https://files.pythonhosted.org/packages/c9/d4/2230d7151d4957dd79c3044ea26346c148c98fbf0ee6ebd41056f2d62ab5/pydantic_core-2.41.5-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:dc799088c08fa04e43144b164feb0c13f9a0bc40503f8df3e9fde58a3c0c101e", size = 2214917 }, - { url = "https://files.pythonhosted.org/packages/e6/9f/eaac5df17a3672fef0081b6c1bb0b82b33ee89aa5cec0d7b05f52fd4a1fa/pydantic_core-2.41.5-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:97aeba56665b4c3235a0e52b2c2f5ae9cd071b8a8310ad27bddb3f7fb30e9aa2", size = 2332186 }, - { url = "https://files.pythonhosted.org/packages/cf/4e/35a80cae583a37cf15604b44240e45c05e04e86f9cfd766623149297e971/pydantic_core-2.41.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:406bf18d345822d6c21366031003612b9c77b3e29ffdb0f612367352aab7d586", size = 2073164 }, - { url = "https://files.pythonhosted.org/packages/bf/e3/f6e262673c6140dd3305d144d032f7bd5f7497d3871c1428521f19f9efa2/pydantic_core-2.41.5-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b93590ae81f7010dbe380cdeab6f515902ebcbefe0b9327cc4804d74e93ae69d", size = 2179146 }, - { url = "https://files.pythonhosted.org/packages/75/c7/20bd7fc05f0c6ea2056a4565c6f36f8968c0924f19b7d97bbfea55780e73/pydantic_core-2.41.5-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:01a3d0ab748ee531f4ea6c3e48ad9dac84ddba4b0d82291f87248f2f9de8d740", size = 2137788 }, - { url = "https://files.pythonhosted.org/packages/3a/8d/34318ef985c45196e004bc46c6eab2eda437e744c124ef0dbe1ff2c9d06b/pydantic_core-2.41.5-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:6561e94ba9dacc9c61bce40e2d6bdc3bfaa0259d3ff36ace3b1e6901936d2e3e", size = 2340133 }, - { url = "https://files.pythonhosted.org/packages/9c/59/013626bf8c78a5a5d9350d12e7697d3d4de951a75565496abd40ccd46bee/pydantic_core-2.41.5-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:915c3d10f81bec3a74fbd4faebe8391013ba61e5a1a8d48c4455b923bdda7858", size = 2324852 }, - { url = "https://files.pythonhosted.org/packages/1a/d9/c248c103856f807ef70c18a4f986693a46a8ffe1602e5d361485da502d20/pydantic_core-2.41.5-cp313-cp313-win32.whl", hash = "sha256:650ae77860b45cfa6e2cdafc42618ceafab3a2d9a3811fcfbd3bbf8ac3c40d36", size = 1994679 }, - { url = "https://files.pythonhosted.org/packages/9e/8b/341991b158ddab181cff136acd2552c9f35bd30380422a639c0671e99a91/pydantic_core-2.41.5-cp313-cp313-win_amd64.whl", hash = "sha256:79ec52ec461e99e13791ec6508c722742ad745571f234ea6255bed38c6480f11", size = 2019766 }, - { url = "https://files.pythonhosted.org/packages/73/7d/f2f9db34af103bea3e09735bb40b021788a5e834c81eedb541991badf8f5/pydantic_core-2.41.5-cp313-cp313-win_arm64.whl", hash = "sha256:3f84d5c1b4ab906093bdc1ff10484838aca54ef08de4afa9de0f5f14d69639cd", size = 1981005 }, - { url = "https://files.pythonhosted.org/packages/ea/28/46b7c5c9635ae96ea0fbb779e271a38129df2550f763937659ee6c5dbc65/pydantic_core-2.41.5-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:3f37a19d7ebcdd20b96485056ba9e8b304e27d9904d233d7b1015db320e51f0a", size = 2119622 }, - { url = "https://files.pythonhosted.org/packages/74/1a/145646e5687e8d9a1e8d09acb278c8535ebe9e972e1f162ed338a622f193/pydantic_core-2.41.5-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1d1d9764366c73f996edd17abb6d9d7649a7eb690006ab6adbda117717099b14", size = 1891725 }, - { url = "https://files.pythonhosted.org/packages/23/04/e89c29e267b8060b40dca97bfc64a19b2a3cf99018167ea1677d96368273/pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:25e1c2af0fce638d5f1988b686f3b3ea8cd7de5f244ca147c777769e798a9cd1", size = 1915040 }, - { url = "https://files.pythonhosted.org/packages/84/a3/15a82ac7bd97992a82257f777b3583d3e84bdb06ba6858f745daa2ec8a85/pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:506d766a8727beef16b7adaeb8ee6217c64fc813646b424d0804d67c16eddb66", size = 2063691 }, - { url = "https://files.pythonhosted.org/packages/74/9b/0046701313c6ef08c0c1cf0e028c67c770a4e1275ca73131563c5f2a310a/pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4819fa52133c9aa3c387b3328f25c1facc356491e6135b459f1de698ff64d869", size = 2213897 }, - { url = "https://files.pythonhosted.org/packages/8a/cd/6bac76ecd1b27e75a95ca3a9a559c643b3afcd2dd62086d4b7a32a18b169/pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2b761d210c9ea91feda40d25b4efe82a1707da2ef62901466a42492c028553a2", size = 2333302 }, - { url = "https://files.pythonhosted.org/packages/4c/d2/ef2074dc020dd6e109611a8be4449b98cd25e1b9b8a303c2f0fca2f2bcf7/pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:22f0fb8c1c583a3b6f24df2470833b40207e907b90c928cc8d3594b76f874375", size = 2064877 }, - { url = "https://files.pythonhosted.org/packages/18/66/e9db17a9a763d72f03de903883c057b2592c09509ccfe468187f2a2eef29/pydantic_core-2.41.5-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2782c870e99878c634505236d81e5443092fba820f0373997ff75f90f68cd553", size = 2180680 }, - { url = "https://files.pythonhosted.org/packages/d3/9e/3ce66cebb929f3ced22be85d4c2399b8e85b622db77dad36b73c5387f8f8/pydantic_core-2.41.5-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:0177272f88ab8312479336e1d777f6b124537d47f2123f89cb37e0accea97f90", size = 2138960 }, - { url = "https://files.pythonhosted.org/packages/a6/62/205a998f4327d2079326b01abee48e502ea739d174f0a89295c481a2272e/pydantic_core-2.41.5-cp314-cp314-musllinux_1_1_armv7l.whl", hash = "sha256:63510af5e38f8955b8ee5687740d6ebf7c2a0886d15a6d65c32814613681bc07", size = 2339102 }, - { url = "https://files.pythonhosted.org/packages/3c/0d/f05e79471e889d74d3d88f5bd20d0ed189ad94c2423d81ff8d0000aab4ff/pydantic_core-2.41.5-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:e56ba91f47764cc14f1daacd723e3e82d1a89d783f0f5afe9c364b8bb491ccdb", size = 2326039 }, - { url = "https://files.pythonhosted.org/packages/ec/e1/e08a6208bb100da7e0c4b288eed624a703f4d129bde2da475721a80cab32/pydantic_core-2.41.5-cp314-cp314-win32.whl", hash = "sha256:aec5cf2fd867b4ff45b9959f8b20ea3993fc93e63c7363fe6851424c8a7e7c23", size = 1995126 }, - { url = "https://files.pythonhosted.org/packages/48/5d/56ba7b24e9557f99c9237e29f5c09913c81eeb2f3217e40e922353668092/pydantic_core-2.41.5-cp314-cp314-win_amd64.whl", hash = "sha256:8e7c86f27c585ef37c35e56a96363ab8de4e549a95512445b85c96d3e2f7c1bf", size = 2015489 }, - { url = "https://files.pythonhosted.org/packages/4e/bb/f7a190991ec9e3e0ba22e4993d8755bbc4a32925c0b5b42775c03e8148f9/pydantic_core-2.41.5-cp314-cp314-win_arm64.whl", hash = "sha256:e672ba74fbc2dc8eea59fb6d4aed6845e6905fc2a8afe93175d94a83ba2a01a0", size = 1977288 }, - { url = "https://files.pythonhosted.org/packages/92/ed/77542d0c51538e32e15afe7899d79efce4b81eee631d99850edc2f5e9349/pydantic_core-2.41.5-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:8566def80554c3faa0e65ac30ab0932b9e3a5cd7f8323764303d468e5c37595a", size = 2120255 }, - { url = "https://files.pythonhosted.org/packages/bb/3d/6913dde84d5be21e284439676168b28d8bbba5600d838b9dca99de0fad71/pydantic_core-2.41.5-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:b80aa5095cd3109962a298ce14110ae16b8c1aece8b72f9dafe81cf597ad80b3", size = 1863760 }, - { url = "https://files.pythonhosted.org/packages/5a/f0/e5e6b99d4191da102f2b0eb9687aaa7f5bea5d9964071a84effc3e40f997/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3006c3dd9ba34b0c094c544c6006cc79e87d8612999f1a5d43b769b89181f23c", size = 1878092 }, - { url = "https://files.pythonhosted.org/packages/71/48/36fb760642d568925953bcc8116455513d6e34c4beaa37544118c36aba6d/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:72f6c8b11857a856bcfa48c86f5368439f74453563f951e473514579d44aa612", size = 2053385 }, - { url = "https://files.pythonhosted.org/packages/20/25/92dc684dd8eb75a234bc1c764b4210cf2646479d54b47bf46061657292a8/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5cb1b2f9742240e4bb26b652a5aeb840aa4b417c7748b6f8387927bc6e45e40d", size = 2218832 }, - { url = "https://files.pythonhosted.org/packages/e2/09/f53e0b05023d3e30357d82eb35835d0f6340ca344720a4599cd663dca599/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bd3d54f38609ff308209bd43acea66061494157703364ae40c951f83ba99a1a9", size = 2327585 }, - { url = "https://files.pythonhosted.org/packages/aa/4e/2ae1aa85d6af35a39b236b1b1641de73f5a6ac4d5a7509f77b814885760c/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2ff4321e56e879ee8d2a879501c8e469414d948f4aba74a2d4593184eb326660", size = 2041078 }, - { url = "https://files.pythonhosted.org/packages/cd/13/2e215f17f0ef326fc72afe94776edb77525142c693767fc347ed6288728d/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d0d2568a8c11bf8225044aa94409e21da0cb09dcdafe9ecd10250b2baad531a9", size = 2173914 }, - { url = "https://files.pythonhosted.org/packages/02/7a/f999a6dcbcd0e5660bc348a3991c8915ce6599f4f2c6ac22f01d7a10816c/pydantic_core-2.41.5-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:a39455728aabd58ceabb03c90e12f71fd30fa69615760a075b9fec596456ccc3", size = 2129560 }, - { url = "https://files.pythonhosted.org/packages/3a/b1/6c990ac65e3b4c079a4fb9f5b05f5b013afa0f4ed6780a3dd236d2cbdc64/pydantic_core-2.41.5-cp314-cp314t-musllinux_1_1_armv7l.whl", hash = "sha256:239edca560d05757817c13dc17c50766136d21f7cd0fac50295499ae24f90fdf", size = 2329244 }, - { url = "https://files.pythonhosted.org/packages/d9/02/3c562f3a51afd4d88fff8dffb1771b30cfdfd79befd9883ee094f5b6c0d8/pydantic_core-2.41.5-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:2a5e06546e19f24c6a96a129142a75cee553cc018ffee48a460059b1185f4470", size = 2331955 }, - { url = "https://files.pythonhosted.org/packages/5c/96/5fb7d8c3c17bc8c62fdb031c47d77a1af698f1d7a406b0f79aaa1338f9ad/pydantic_core-2.41.5-cp314-cp314t-win32.whl", hash = "sha256:b4ececa40ac28afa90871c2cc2b9ffd2ff0bf749380fbdf57d165fd23da353aa", size = 1988906 }, - { url = "https://files.pythonhosted.org/packages/22/ed/182129d83032702912c2e2d8bbe33c036f342cc735737064668585dac28f/pydantic_core-2.41.5-cp314-cp314t-win_amd64.whl", hash = "sha256:80aa89cad80b32a912a65332f64a4450ed00966111b6615ca6816153d3585a8c", size = 1981607 }, - { url = "https://files.pythonhosted.org/packages/9f/ed/068e41660b832bb0b1aa5b58011dea2a3fe0ba7861ff38c4d4904c1c1a99/pydantic_core-2.41.5-cp314-cp314t-win_arm64.whl", hash = "sha256:35b44f37a3199f771c3eaa53051bc8a70cd7b54f333531c59e29fd4db5d15008", size = 1974769 }, - { url = "https://files.pythonhosted.org/packages/e6/b0/1a2aa41e3b5a4ba11420aba2d091b2d17959c8d1519ece3627c371951e73/pydantic_core-2.41.5-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:b5819cd790dbf0c5eb9f82c73c16b39a65dd6dd4d1439dcdea7816ec9adddab8", size = 2103351 }, - { url = "https://files.pythonhosted.org/packages/a4/ee/31b1f0020baaf6d091c87900ae05c6aeae101fa4e188e1613c80e4f1ea31/pydantic_core-2.41.5-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:5a4e67afbc95fa5c34cf27d9089bca7fcab4e51e57278d710320a70b956d1b9a", size = 1925363 }, - { url = "https://files.pythonhosted.org/packages/e1/89/ab8e86208467e467a80deaca4e434adac37b10a9d134cd2f99b28a01e483/pydantic_core-2.41.5-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ece5c59f0ce7d001e017643d8d24da587ea1f74f6993467d85ae8a5ef9d4f42b", size = 2135615 }, - { url = "https://files.pythonhosted.org/packages/99/0a/99a53d06dd0348b2008f2f30884b34719c323f16c3be4e6cc1203b74a91d/pydantic_core-2.41.5-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:16f80f7abe3351f8ea6858914ddc8c77e02578544a0ebc15b4c2e1a0e813b0b2", size = 2175369 }, - { url = "https://files.pythonhosted.org/packages/6d/94/30ca3b73c6d485b9bb0bc66e611cff4a7138ff9736b7e66bcf0852151636/pydantic_core-2.41.5-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:33cb885e759a705b426baada1fe68cbb0a2e68e34c5d0d0289a364cf01709093", size = 2144218 }, - { url = "https://files.pythonhosted.org/packages/87/57/31b4f8e12680b739a91f472b5671294236b82586889ef764b5fbc6669238/pydantic_core-2.41.5-pp310-pypy310_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:c8d8b4eb992936023be7dee581270af5c6e0697a8559895f527f5b7105ecd36a", size = 2329951 }, - { url = "https://files.pythonhosted.org/packages/7d/73/3c2c8edef77b8f7310e6fb012dbc4b8551386ed575b9eb6fb2506e28a7eb/pydantic_core-2.41.5-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:242a206cd0318f95cd21bdacff3fcc3aab23e79bba5cac3db5a841c9ef9c6963", size = 2318428 }, - { url = "https://files.pythonhosted.org/packages/2f/02/8559b1f26ee0d502c74f9cca5c0d2fd97e967e083e006bbbb4e97f3a043a/pydantic_core-2.41.5-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:d3a978c4f57a597908b7e697229d996d77a6d3c94901e9edee593adada95ce1a", size = 2147009 }, - { url = "https://files.pythonhosted.org/packages/5f/9b/1b3f0e9f9305839d7e84912f9e8bfbd191ed1b1ef48083609f0dabde978c/pydantic_core-2.41.5-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:b2379fa7ed44ddecb5bfe4e48577d752db9fc10be00a6b7446e9663ba143de26", size = 2101980 }, - { url = "https://files.pythonhosted.org/packages/a4/ed/d71fefcb4263df0da6a85b5d8a7508360f2f2e9b3bf5814be9c8bccdccc1/pydantic_core-2.41.5-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:266fb4cbf5e3cbd0b53669a6d1b039c45e3ce651fd5442eff4d07c2cc8d66808", size = 1923865 }, - { url = "https://files.pythonhosted.org/packages/ce/3a/626b38db460d675f873e4444b4bb030453bbe7b4ba55df821d026a0493c4/pydantic_core-2.41.5-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:58133647260ea01e4d0500089a8c4f07bd7aa6ce109682b1426394988d8aaacc", size = 2134256 }, - { url = "https://files.pythonhosted.org/packages/83/d9/8412d7f06f616bbc053d30cb4e5f76786af3221462ad5eee1f202021eb4e/pydantic_core-2.41.5-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:287dad91cfb551c363dc62899a80e9e14da1f0e2b6ebde82c806612ca2a13ef1", size = 2174762 }, - { url = "https://files.pythonhosted.org/packages/55/4c/162d906b8e3ba3a99354e20faa1b49a85206c47de97a639510a0e673f5da/pydantic_core-2.41.5-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:03b77d184b9eb40240ae9fd676ca364ce1085f203e1b1256f8ab9984dca80a84", size = 2143141 }, - { url = "https://files.pythonhosted.org/packages/1f/f2/f11dd73284122713f5f89fc940f370d035fa8e1e078d446b3313955157fe/pydantic_core-2.41.5-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:a668ce24de96165bb239160b3d854943128f4334822900534f2fe947930e5770", size = 2330317 }, - { url = "https://files.pythonhosted.org/packages/88/9d/b06ca6acfe4abb296110fb1273a4d848a0bfb2ff65f3ee92127b3244e16b/pydantic_core-2.41.5-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:f14f8f046c14563f8eb3f45f499cc658ab8d10072961e07225e507adb700e93f", size = 2316992 }, - { url = "https://files.pythonhosted.org/packages/36/c7/cfc8e811f061c841d7990b0201912c3556bfeb99cdcb7ed24adc8d6f8704/pydantic_core-2.41.5-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:56121965f7a4dc965bff783d70b907ddf3d57f6eba29b6d2e5dabfaf07799c51", size = 2145302 }, +sdist = { url = "https://files.pythonhosted.org/packages/2a/ef/f7abb56c49382a246fd2ce9c799691e3c3e7175ec74b14d99e798bcddb1a/pydantic_core-2.46.3.tar.gz", hash = "sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c", size = 471412 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/22/98/b50eb9a411e87483b5c65dba4fa430a06bac4234d3403a40e5a9905ebcd0/pydantic_core-2.46.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1", size = 2108971 }, + { url = "https://files.pythonhosted.org/packages/08/4b/f364b9d161718ff2217160a4b5d41ce38de60aed91c3689ebffa1c939d23/pydantic_core-2.46.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cc0988cb29d21bf4a9d5cf2ef970b5c0e38d8d8e107a493278c05dc6c1dda69f", size = 1949588 }, + { url = "https://files.pythonhosted.org/packages/8f/8b/30bd03ee83b2f5e29f5ba8e647ab3c456bf56f2ec72fdbcc0215484a0854/pydantic_core-2.46.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3", size = 1975986 }, + { url = "https://files.pythonhosted.org/packages/3c/54/13ccf954d84ec275d5d023d5786e4aa48840bc9f161f2838dc98e1153518/pydantic_core-2.46.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a642ac886ecf6402d9882d10c405dcf4b902abeb2972cd5fb4a48c83cd59279a", size = 2055830 }, + { url = "https://files.pythonhosted.org/packages/be/0e/65f38125e660fdbd72aa858e7dfae893645cfa0e7b13d333e174a367cd23/pydantic_core-2.46.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:79f561438481f28681584b89e2effb22855e2179880314bcddbf5968e935e807", size = 2222340 }, + { url = "https://files.pythonhosted.org/packages/d1/88/f3ab7739efe0e7e80777dbb84c59eb98518e3f57ea433206194c2e425272/pydantic_core-2.46.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda", size = 2280727 }, + { url = "https://files.pythonhosted.org/packages/2a/6d/c228219080817bec4982f9531cadb18da6aaa770fdeb114f49c237ac2c9f/pydantic_core-2.46.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:83d002b97072a53ea150d63e0a3adfae5670cef5aa8a6e490240e482d3b22e57", size = 2092158 }, + { url = "https://files.pythonhosted.org/packages/0f/b1/525a16711e7c6d61635fac3b0bd54600b5c5d9f60c6fc5aaab26b64a2297/pydantic_core-2.46.3-cp310-cp310-manylinux_2_31_riscv64.whl", hash = "sha256:b40ddd51e7c44b28cfaef746c9d3c506d658885e0a46f9eeef2ee815cbf8e045", size = 2116626 }, + { url = "https://files.pythonhosted.org/packages/ef/7c/17d30673351439a6951bf54f564cf2443ab00ae264ec9df00e2efd710eb5/pydantic_core-2.46.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ac5ec7fb9b87f04ee839af2d53bcadea57ded7d229719f56c0ed895bff987943", size = 2160691 }, + { url = "https://files.pythonhosted.org/packages/86/66/af8adbcbc0886ead7f1a116606a534d75a307e71e6e08226000d51b880d2/pydantic_core-2.46.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:a3b11c812f61b3129c4905781a2601dfdfdea5fe1e6c1cfb696b55d14e9c054f", size = 2182543 }, + { url = "https://files.pythonhosted.org/packages/b0/37/6de71e0f54c54a4190010f57deb749e1ddf75c568ada3b1320b70067f121/pydantic_core-2.46.3-cp310-cp310-musllinux_1_1_armv7l.whl", hash = "sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4", size = 2324513 }, + { url = "https://files.pythonhosted.org/packages/51/b1/9fc74ce94f603d5ef59ff258ca9c2c8fb902fb548d340a96f77f4d1c3b7f/pydantic_core-2.46.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:de885175515bcfa98ae618c1df7a072f13d179f81376c8007112af20567fd08a", size = 2361853 }, + { url = "https://files.pythonhosted.org/packages/40/d0/4c652fc592db35f100279ee751d5a145aca1b9a7984b9684ba7c1b5b0535/pydantic_core-2.46.3-cp310-cp310-win32.whl", hash = "sha256:d11058e3201527d41bc6b545c79187c9e4bf85e15a236a6007f0e991518882b7", size = 1980465 }, + { url = "https://files.pythonhosted.org/packages/27/b8/a920453c38afbe1f355e1ea0b0d94a0a3e0b0879d32d793108755fa171d5/pydantic_core-2.46.3-cp310-cp310-win_amd64.whl", hash = "sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6", size = 2073884 }, + { url = "https://files.pythonhosted.org/packages/22/a2/1ba90a83e85a3f94c796b184f3efde9c72f2830dcda493eea8d59ba78e6d/pydantic_core-2.46.3-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:ab124d49d0459b2373ecf54118a45c28a1e6d4192a533fbc915e70f556feb8e5", size = 2106740 }, + { url = "https://files.pythonhosted.org/packages/b6/f6/99ae893c89a0b9d3daec9f95487aa676709aa83f67643b3f0abaf4ab628a/pydantic_core-2.46.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:cca67d52a5c7a16aed2b3999e719c4bcf644074eac304a5d3d62dd70ae7d4b2c", size = 1948293 }, + { url = "https://files.pythonhosted.org/packages/3e/b8/2e8e636dc9e3f16c2e16bf0849e24be82c5ee82c603c65fc0326666328fc/pydantic_core-2.46.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c024e08c0ba23e6fd68c771a521e9d6a792f2ebb0fa734296b36394dc30390e", size = 1973222 }, + { url = "https://files.pythonhosted.org/packages/34/36/0e730beec4d83c5306f417afbd82ff237d9a21e83c5edf675f31ed84c1fe/pydantic_core-2.46.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6645ce7eec4928e29a1e3b3d5c946621d105d3e79f0c9cddf07c2a9770949287", size = 2053852 }, + { url = "https://files.pythonhosted.org/packages/4b/f0/3071131f47e39136a17814576e0fada9168569f7f8c0e6ac4d1ede6a4958/pydantic_core-2.46.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a712c7118e6c5ea96562f7b488435172abb94a3c53c22c9efc1412264a45cbbe", size = 2221134 }, + { url = "https://files.pythonhosted.org/packages/2f/a9/a2dc023eec5aa4b02a467874bad32e2446957d2adcab14e107eab502e978/pydantic_core-2.46.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:69a868ef3ff206343579021c40faf3b1edc64b1cc508ff243a28b0a514ccb050", size = 2279785 }, + { url = "https://files.pythonhosted.org/packages/0a/44/93f489d16fb63fbd41c670441536541f6e8cfa1e5a69f40bc9c5d30d8c90/pydantic_core-2.46.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cc7e8c32db809aa0f6ea1d6869ebc8518a65d5150fdfad8bcae6a49ae32a22e2", size = 2089404 }, + { url = "https://files.pythonhosted.org/packages/2a/78/8692e3aa72b2d004f7a5d937f1dfdc8552ba26caf0bec75f342c40f00dec/pydantic_core-2.46.3-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa", size = 2114898 }, + { url = "https://files.pythonhosted.org/packages/6a/62/e83133f2e7832532060175cebf1f13748f4c7e7e7165cdd1f611f174494b/pydantic_core-2.46.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:8690eba565c6d68ffd3a8655525cbdd5246510b44a637ee2c6c03a7ebfe64d3c", size = 2157856 }, + { url = "https://files.pythonhosted.org/packages/6d/ec/6a500e3ad7718ee50583fae79c8651f5d37e3abce1fa9ae177ae65842c53/pydantic_core-2.46.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf", size = 2180168 }, + { url = "https://files.pythonhosted.org/packages/d8/53/8267811054b1aa7fc1dc7ded93812372ef79a839f5e23558136a6afbfde1/pydantic_core-2.46.3-cp311-cp311-musllinux_1_1_armv7l.whl", hash = "sha256:e480080975c1ef7f780b8f99ed72337e7cc5efea2e518a20a692e8e7b278eb8b", size = 2322885 }, + { url = "https://files.pythonhosted.org/packages/c8/c1/1c0acdb3aa0856ddc4ecc55214578f896f2de16f400cf51627eb3c26c1c4/pydantic_core-2.46.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:de3a5c376f8cd94da9a1b8fd3dd1c16c7a7b216ed31dc8ce9fd7a22bf13b836e", size = 2360328 }, + { url = "https://files.pythonhosted.org/packages/f0/d0/ef39cd0f4a926814f360e71c1adeab48ad214d9727e4deb48eedfb5bce1a/pydantic_core-2.46.3-cp311-cp311-win32.whl", hash = "sha256:fc331a5314ffddd5385b9ee9d0d2fee0b13c27e0e02dad71b1ae5d6561f51eeb", size = 1979464 }, + { url = "https://files.pythonhosted.org/packages/18/9c/f41951b0d858e343f1cf09398b2a7b3014013799744f2c4a8ad6a3eec4f2/pydantic_core-2.46.3-cp311-cp311-win_amd64.whl", hash = "sha256:b5b9c6cf08a8a5e502698f5e153056d12c34b8fb30317e0c5fd06f45162a6346", size = 2070837 }, + { url = "https://files.pythonhosted.org/packages/9f/1e/264a17cd582f6ed50950d4d03dd5fefd84e570e238afe1cb3e25cf238769/pydantic_core-2.46.3-cp311-cp311-win_arm64.whl", hash = "sha256:5dfd51cf457482f04ec49491811a2b8fd5b843b64b11eecd2d7a1ee596ea78a6", size = 2053647 }, + { url = "https://files.pythonhosted.org/packages/4b/cb/5b47425556ecc1f3fe18ed2a0083188aa46e1dd812b06e406475b3a5d536/pydantic_core-2.46.3-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:b11b59b3eee90a80a36701ddb4576d9ae31f93f05cb9e277ceaa09e6bf074a67", size = 2101946 }, + { url = "https://files.pythonhosted.org/packages/a1/4f/2fb62c2267cae99b815bbf4a7b9283812c88ca3153ef29f7707200f1d4e5/pydantic_core-2.46.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:af8653713055ea18a3abc1537fe2ebc42f5b0bbb768d1eb79fd74eb47c0ac089", size = 1951612 }, + { url = "https://files.pythonhosted.org/packages/50/6e/b7348fd30d6556d132cddd5bd79f37f96f2601fe0608afac4f5fb01ec0b3/pydantic_core-2.46.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:75a519dab6d63c514f3a81053e5266c549679e4aa88f6ec57f2b7b854aceb1b0", size = 1977027 }, + { url = "https://files.pythonhosted.org/packages/82/11/31d60ee2b45540d3fb0b29302a393dbc01cd771c473f5b5147bcd353e593/pydantic_core-2.46.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a6cd87cb1575b1ad05ba98894c5b5c96411ef678fa2f6ed2576607095b8d9789", size = 2063008 }, + { url = "https://files.pythonhosted.org/packages/8a/db/3a9d1957181b59258f44a2300ab0f0be9d1e12d662a4f57bb31250455c52/pydantic_core-2.46.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f80a55484b8d843c8ada81ebf70a682f3f00a3d40e378c06cf17ecb44d280d7d", size = 2233082 }, + { url = "https://files.pythonhosted.org/packages/9c/e1/3277c38792aeb5cfb18c2f0c5785a221d9ff4e149abbe1184d53d5f72273/pydantic_core-2.46.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c", size = 2304615 }, + { url = "https://files.pythonhosted.org/packages/5e/d5/e3d9717c9eba10855325650afd2a9cba8e607321697f18953af9d562da2f/pydantic_core-2.46.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fb528e295ed31570ac3dcc9bfdd6e0150bc11ce6168ac87a8082055cf1a67395", size = 2094380 }, + { url = "https://files.pythonhosted.org/packages/a1/20/abac35dedcbfd66c6f0b03e4e3564511771d6c9b7ede10a362d03e110d9b/pydantic_core-2.46.3-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396", size = 2135429 }, + { url = "https://files.pythonhosted.org/packages/6c/a5/41bfd1df69afad71b5cf0535055bccc73022715ad362edbc124bc1e021d7/pydantic_core-2.46.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d", size = 2174582 }, + { url = "https://files.pythonhosted.org/packages/79/65/38d86ea056b29b2b10734eb23329b7a7672ca604df4f2b6e9c02d4ee22fe/pydantic_core-2.46.3-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:ec638c5d194ef8af27db69f16c954a09797c0dc25015ad6123eb2c73a4d271ca", size = 2187533 }, + { url = "https://files.pythonhosted.org/packages/b6/55/a1129141678a2026badc539ad1dee0a71d06f54c2f06a4bd68c030ac781b/pydantic_core-2.46.3-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976", size = 2332985 }, + { url = "https://files.pythonhosted.org/packages/d7/60/cb26f4077719f709e54819f4e8e1d43f4091f94e285eb6bd21e1190a7b7c/pydantic_core-2.46.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:aed19d0c783886d5bd86d80ae5030006b45e28464218747dcf83dabfdd092c7b", size = 2373670 }, + { url = "https://files.pythonhosted.org/packages/6b/7e/c3f21882bdf1d8d086876f81b5e296206c69c6082551d776895de7801fa0/pydantic_core-2.46.3-cp312-cp312-win32.whl", hash = "sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4", size = 1966722 }, + { url = "https://files.pythonhosted.org/packages/57/be/6b5e757b859013ebfbd7adba02f23b428f37c86dcbf78b5bb0b4ffd36e99/pydantic_core-2.46.3-cp312-cp312-win_amd64.whl", hash = "sha256:c3212fda0ee959c1dd04c60b601ec31097aaa893573a3a1abd0a47bcac2968c1", size = 2072970 }, + { url = "https://files.pythonhosted.org/packages/bf/f8/a989b21cc75e9a32d24192ef700eea606521221a89faa40c919ce884f2b1/pydantic_core-2.46.3-cp312-cp312-win_arm64.whl", hash = "sha256:f1f8338dd7a7f31761f1f1a3c47503a9a3b34eea3c8b01fa6ee96408affb5e72", size = 2035963 }, + { url = "https://files.pythonhosted.org/packages/9b/3c/9b5e8eb9821936d065439c3b0fb1490ffa64163bfe7e1595985a47896073/pydantic_core-2.46.3-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37", size = 2102109 }, + { url = "https://files.pythonhosted.org/packages/91/97/1c41d1f5a19f241d8069f1e249853bcce378cdb76eec8ab636d7bc426280/pydantic_core-2.46.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:85348b8f89d2c3508b65b16c3c33a4da22b8215138d8b996912bb1532868885f", size = 1951820 }, + { url = "https://files.pythonhosted.org/packages/30/b4/d03a7ae14571bc2b6b3c7b122441154720619afe9a336fa3a95434df5e2f/pydantic_core-2.46.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8", size = 1977785 }, + { url = "https://files.pythonhosted.org/packages/ae/0c/4086f808834b59e3c8f1aa26df8f4b6d998cdcf354a143d18ef41529d1fe/pydantic_core-2.46.3-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:87082cd65669a33adeba5470769e9704c7cf026cc30afb9cc77fd865578ebaad", size = 2062761 }, + { url = "https://files.pythonhosted.org/packages/fa/71/a649be5a5064c2df0db06e0a512c2281134ed2fcc981f52a657936a7527c/pydantic_core-2.46.3-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:60e5f66e12c4f5212d08522963380eaaeac5ebd795826cfd19b2dfb0c7a52b9c", size = 2232989 }, + { url = "https://files.pythonhosted.org/packages/a2/84/7756e75763e810b3a710f4724441d1ecc5883b94aacb07ca71c5fb5cfb69/pydantic_core-2.46.3-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b6cdf19bf84128d5e7c37e8a73a0c5c10d51103a650ac585d42dd6ae233f2b7f", size = 2303975 }, + { url = "https://files.pythonhosted.org/packages/6c/35/68a762e0c1e31f35fa0dac733cbd9f5b118042853698de9509c8e5bf128b/pydantic_core-2.46.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35", size = 2095325 }, + { url = "https://files.pythonhosted.org/packages/77/bf/1bf8c9a8e91836c926eae5e3e51dce009bf495a60ca56060689d3df3f340/pydantic_core-2.46.3-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:bcf2a8b2982a6673693eae7348ef3d8cf3979c1d63b54fca7c397a635cc68687", size = 2133368 }, + { url = "https://files.pythonhosted.org/packages/e5/50/87d818d6bab915984995157ceb2380f5aac4e563dddbed6b56f0ed057aba/pydantic_core-2.46.3-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3", size = 2173908 }, + { url = "https://files.pythonhosted.org/packages/91/88/a311fb306d0bd6185db41fa14ae888fb81d0baf648a761ae760d30819d33/pydantic_core-2.46.3-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022", size = 2186422 }, + { url = "https://files.pythonhosted.org/packages/8f/79/28fd0d81508525ab2054fef7c77a638c8b5b0afcbbaeee493cf7c3fef7e1/pydantic_core-2.46.3-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:93fd339f23408a07e98950a89644f92c54d8729719a40b30c0a30bb9ebc55d23", size = 2332709 }, + { url = "https://files.pythonhosted.org/packages/b3/21/795bf5fe5c0f379308b8ef19c50dedab2e7711dbc8d0c2acf08f1c7daa05/pydantic_core-2.46.3-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7", size = 2372428 }, + { url = "https://files.pythonhosted.org/packages/45/b3/ed14c659cbe7605e3ef063077680a64680aec81eb1a04763a05190d49b7f/pydantic_core-2.46.3-cp313-cp313-win32.whl", hash = "sha256:610eda2e3838f401105e6326ca304f5da1e15393ae25dacae5c5c63f2c275b13", size = 1965601 }, + { url = "https://files.pythonhosted.org/packages/ef/bb/adb70d9a762ddd002d723fbf1bd492244d37da41e3af7b74ad212609027e/pydantic_core-2.46.3-cp313-cp313-win_amd64.whl", hash = "sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0", size = 2071517 }, + { url = "https://files.pythonhosted.org/packages/52/eb/66faefabebfe68bd7788339c9c9127231e680b11906368c67ce112fdb47f/pydantic_core-2.46.3-cp313-cp313-win_arm64.whl", hash = "sha256:f64b5537ac62b231572879cd08ec05600308636a5d63bcbdb15063a466977bec", size = 2035802 }, + { url = "https://files.pythonhosted.org/packages/7f/db/a7bcb4940183fda36022cd18ba8dd12f2dff40740ec7b58ce7457befa416/pydantic_core-2.46.3-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:afa3aa644f74e290cdede48a7b0bee37d1c35e71b05105f6b340d484af536d9b", size = 2097614 }, + { url = "https://files.pythonhosted.org/packages/24/35/e4066358a22e3e99519db370494c7528f5a2aa1367370e80e27e20283543/pydantic_core-2.46.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:ced3310e51aa425f7f77da8bbbb5212616655bedbe82c70944320bc1dbe5e018", size = 1951896 }, + { url = "https://files.pythonhosted.org/packages/87/92/37cf4049d1636996e4b888c05a501f40a43ff218983a551d57f9d5e14f0d/pydantic_core-2.46.3-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e29908922ce9da1a30b4da490bd1d3d82c01dcfdf864d2a74aacee674d0bfa34", size = 1979314 }, + { url = "https://files.pythonhosted.org/packages/d8/36/9ff4d676dfbdfb2d591cf43f3d90ded01e15b1404fd101180ed2d62a2fd3/pydantic_core-2.46.3-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7", size = 2056133 }, + { url = "https://files.pythonhosted.org/packages/bc/f0/405b442a4d7ba855b06eec8b2bf9c617d43b8432d099dfdc7bf999293495/pydantic_core-2.46.3-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b675ab0a0d5b1c8fdb81195dc5bcefea3f3c240871cdd7ff9a2de8aa50772eb2", size = 2228726 }, + { url = "https://files.pythonhosted.org/packages/e7/f8/65cd92dd5a0bd89ba277a98ecbfaf6fc36bbd3300973c7a4b826d6ab1391/pydantic_core-2.46.3-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba", size = 2301214 }, + { url = "https://files.pythonhosted.org/packages/fd/86/ef96a4c6e79e7a2d0410826a68fbc0eccc0fd44aa733be199d5fcac3bb87/pydantic_core-2.46.3-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ed42e6cc8e1b0e2b9b96e2276bad70ae625d10d6d524aed0c93de974ae029f9f", size = 2099927 }, + { url = "https://files.pythonhosted.org/packages/6d/53/269caf30e0096e0a8a8f929d1982a27b3879872cca2d917d17c2f9fdf4fe/pydantic_core-2.46.3-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:f1771ce258afb3e4201e67d154edbbae712a76a6081079fe247c2f53c6322c22", size = 2128789 }, + { url = "https://files.pythonhosted.org/packages/00/b0/1a6d9b6a587e118482910c244a1c5acf4d192604174132efd12bf0ac486f/pydantic_core-2.46.3-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a7610b6a5242a6c736d8ad47fd5fff87fcfe8f833b281b1c409c3d6835d9227f", size = 2173815 }, + { url = "https://files.pythonhosted.org/packages/87/56/e7e00d4041a7e62b5a40815590114db3b535bf3ca0bf4dca9f16cef25246/pydantic_core-2.46.3-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:ff5e7783bcc5476e1db448bf268f11cb257b1c276d3e89f00b5727be86dd0127", size = 2181608 }, + { url = "https://files.pythonhosted.org/packages/e8/22/4bd23c3d41f7c185d60808a1de83c76cf5aeabf792f6c636a55c3b1ec7f9/pydantic_core-2.46.3-cp314-cp314-musllinux_1_1_armv7l.whl", hash = "sha256:9d2e32edcc143bc01e95300671915d9ca052d4f745aa0a49c48d4803f8a85f2c", size = 2326968 }, + { url = "https://files.pythonhosted.org/packages/24/ac/66cd45129e3915e5ade3b292cb3bc7fd537f58f8f8dbdaba6170f7cabb74/pydantic_core-2.46.3-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:6e42d83d1c6b87fa56b521479cff237e626a292f3b31b6345c15a99121b454c1", size = 2369842 }, + { url = "https://files.pythonhosted.org/packages/a2/51/dd4248abb84113615473aa20d5545b7c4cd73c8644003b5259686f93996c/pydantic_core-2.46.3-cp314-cp314-win32.whl", hash = "sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505", size = 1959661 }, + { url = "https://files.pythonhosted.org/packages/20/eb/59980e5f1ae54a3b86372bd9f0fa373ea2d402e8cdcd3459334430f91e91/pydantic_core-2.46.3-cp314-cp314-win_amd64.whl", hash = "sha256:8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e", size = 2071686 }, + { url = "https://files.pythonhosted.org/packages/8c/db/1cf77e5247047dfee34bc01fa9bca134854f528c8eb053e144298893d370/pydantic_core-2.46.3-cp314-cp314-win_arm64.whl", hash = "sha256:5dcbbcf4d22210ced8f837c96db941bdb078f419543472aca5d9a0bb7cddc7df", size = 2026907 }, + { url = "https://files.pythonhosted.org/packages/57/c0/b3df9f6a543276eadba0a48487b082ca1f201745329d97dbfa287034a230/pydantic_core-2.46.3-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:d0fe3dce1e836e418f912c1ad91c73357d03e556a4d286f441bf34fed2dbeecf", size = 2095047 }, + { url = "https://files.pythonhosted.org/packages/66/57/886a938073b97556c168fd99e1a7305bb363cd30a6d2c76086bf0587b32a/pydantic_core-2.46.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:9ce92e58abc722dac1bf835a6798a60b294e48eb0e625ec9fd994b932ac5feee", size = 1934329 }, + { url = "https://files.pythonhosted.org/packages/0b/7c/b42eaa5c34b13b07ecb51da21761297a9b8eb43044c864a035999998f328/pydantic_core-2.46.3-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a03e6467f0f5ab796a486146d1b887b2dc5e5f9b3288898c1b1c3ad974e53e4a", size = 1974847 }, + { url = "https://files.pythonhosted.org/packages/e6/9b/92b42db6543e7de4f99ae977101a2967b63122d4b6cf7773812da2d7d5b5/pydantic_core-2.46.3-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c", size = 2041742 }, + { url = "https://files.pythonhosted.org/packages/0f/19/46fbe1efabb5aa2834b43b9454e70f9a83ad9c338c1291e48bdc4fecf167/pydantic_core-2.46.3-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9be3e221bdc6d69abf294dcf7aff6af19c31a5cdcc8f0aa3b14be29df4bd03b1", size = 2236235 }, + { url = "https://files.pythonhosted.org/packages/77/da/b3f95bc009ad60ec53120f5d16c6faa8cabdbe8a20d83849a1f2b8728148/pydantic_core-2.46.3-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f13936129ce841f2a5ddf6f126fea3c43cd128807b5a59588c37cf10178c2e64", size = 2282633 }, + { url = "https://files.pythonhosted.org/packages/cc/6e/401336117722e28f32fb8220df676769d28ebdf08f2f4469646d404c43a3/pydantic_core-2.46.3-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb", size = 2109679 }, + { url = "https://files.pythonhosted.org/packages/fc/53/b289f9bc8756a32fe718c46f55afaeaf8d489ee18d1a1e7be1db73f42cc4/pydantic_core-2.46.3-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:830d1247d77ad23852314f069e9d7ddafeec5f684baf9d7e7065ed46a049c4e6", size = 2108342 }, + { url = "https://files.pythonhosted.org/packages/10/5b/8292fc7c1f9111f1b2b7c1b0dcf1179edcd014fc3ea4517499f50b829d71/pydantic_core-2.46.3-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d0793c90c1a3c74966e7975eaef3ed30ebdff3260a0f815a62a22adc17e4c01c", size = 2157208 }, + { url = "https://files.pythonhosted.org/packages/2b/9e/f80044e9ec07580f057a89fc131f78dda7a58751ddf52bbe05eaf31db50f/pydantic_core-2.46.3-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:d2d0aead851b66f5245ec0c4fb2612ef457f8bbafefdf65a2bf9d6bac6140f47", size = 2167237 }, + { url = "https://files.pythonhosted.org/packages/f8/84/6781a1b037f3b96be9227edbd1101f6d3946746056231bf4ac48cdff1a8d/pydantic_core-2.46.3-cp314-cp314t-musllinux_1_1_armv7l.whl", hash = "sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab", size = 2312540 }, + { url = "https://files.pythonhosted.org/packages/3e/db/19c0839feeb728e7df03255581f198dfdf1c2aeb1e174a8420b63c5252e5/pydantic_core-2.46.3-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:cf489cf8986c543939aeee17a09c04d6ffb43bfef8ca16fcbcc5cfdcbed24dba", size = 2369556 }, + { url = "https://files.pythonhosted.org/packages/e0/15/3228774cb7cd45f5f721ddf1b2242747f4eb834d0c491f0c02d606f09fed/pydantic_core-2.46.3-cp314-cp314t-win32.whl", hash = "sha256:ffe0883b56cfc05798bf994164d2b2ff03efe2d22022a2bb080f3b626176dd56", size = 1949756 }, + { url = "https://files.pythonhosted.org/packages/b8/2a/c79cf53fd91e5a87e30d481809f52f9a60dd221e39de66455cf04deaad37/pydantic_core-2.46.3-cp314-cp314t-win_amd64.whl", hash = "sha256:706d9d0ce9cf4593d07270d8e9f53b161f90c57d315aeec4fb4fd7a8b10240d8", size = 2051305 }, + { url = "https://files.pythonhosted.org/packages/0b/db/d8182a7f1d9343a032265aae186eb063fe26ca4c40f256b21e8da4498e89/pydantic_core-2.46.3-cp314-cp314t-win_arm64.whl", hash = "sha256:77706aeb41df6a76568434701e0917da10692da28cb69d5fb6919ce5fdb07374", size = 2026310 }, + { url = "https://files.pythonhosted.org/packages/1f/da/99d40830684f81dec901cac521b5b91c095394cc1084b9433393cde1c2df/pydantic_core-2.46.3-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25", size = 2107973 }, + { url = "https://files.pythonhosted.org/packages/99/a5/87024121818d75bbb2a98ddbaf638e40e7a18b5e0f5492c9ca4b1b316107/pydantic_core-2.46.3-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:f91c0aff3e3ee0928edd1232c57f643a7a003e6edf1860bc3afcdc749cb513f3", size = 1947191 }, + { url = "https://files.pythonhosted.org/packages/60/62/0c1acfe10945b83a6a59d19fbaa92f48825381509e5701b855c08f13db76/pydantic_core-2.46.3-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6529d1d128321a58d30afcc97b49e98836542f68dd41b33c2e972bb9e5290536", size = 2123791 }, + { url = "https://files.pythonhosted.org/packages/75/3e/3b2393b4c8f44285561dc30b00cf307a56a2eff7c483a824db3b8221ca51/pydantic_core-2.46.3-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:975c267cff4f7e7272eacbe50f6cc03ca9a3da4c4fbd66fffd89c94c1e311aa1", size = 2153197 }, + { url = "https://files.pythonhosted.org/packages/ba/75/5af02fb35505051eee727c061f2881c555ab4f8ddb2d42da715a42c9731b/pydantic_core-2.46.3-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c", size = 2181073 }, + { url = "https://files.pythonhosted.org/packages/10/92/7e0e1bd9ca3c68305db037560ca2876f89b2647deb2f8b6319005de37505/pydantic_core-2.46.3-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:e61ea8e9fff9606d09178f577ff8ccdd7206ff73d6552bcec18e1033c4254b85", size = 2315886 }, + { url = "https://files.pythonhosted.org/packages/b8/d8/101655f27eaf3e44558ead736b2795d12500598beed4683f279396fa186e/pydantic_core-2.46.3-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:b504bda01bafc69b6d3c7a0c7f039dcf60f47fab70e06fe23f57b5c75bdc82b8", size = 2360528 }, + { url = "https://files.pythonhosted.org/packages/07/0f/1c34a74c8d07136f0d729ffe5e1fdab04fbdaa7684f61a92f92511a84a15/pydantic_core-2.46.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:b00b76f7142fc60c762ce579bd29c8fa44aaa56592dd3c54fab3928d0d4ca6ff", size = 2184144 }, ] [[package]] @@ -2745,15 +2804,15 @@ crypto = [ [[package]] name = "pyopenssl" -version = "26.0.0" +version = "26.1.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "cryptography" }, { name = "typing-extensions", marker = "python_full_version < '3.13'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/8e/11/a62e1d33b373da2b2c2cd9eb508147871c80f12b1cacde3c5d314922afdd/pyopenssl-26.0.0.tar.gz", hash = "sha256:f293934e52936f2e3413b89c6ce36df66a0b34ae1ea3a053b8c5020ff2f513fc", size = 185534 } +sdist = { url = "https://files.pythonhosted.org/packages/8c/a8/26d36401e3ab8eed9030ad33f381da7856fcfad5691780fccd1b019718fc/pyopenssl-26.1.0.tar.gz", hash = "sha256:737f0a2275c5bc54f3b02137687e1a765931fb3949b9a92a825e4d33b9eec08b", size = 186181 } wheels = [ - { url = "https://files.pythonhosted.org/packages/fb/7d/d4f7d908fa8415571771b30669251d57c3cf313b36a856e6d7548ae01619/pyopenssl-26.0.0-py3-none-any.whl", hash = "sha256:df94d28498848b98cc1c0ffb8ef1e71e40210d3b0a8064c9d29571ed2904bf81", size = 57969 }, + { url = "https://files.pythonhosted.org/packages/a8/41/52f3a3e812b816a91e89aa504199d8bf989a1f873192b10762be66cf2009/pyopenssl-26.1.0-py3-none-any.whl", hash = "sha256:115563879b2c8ccb207975705d3e491434d8c9d7c79667c902ecbf5f3bbd2ece", size = 58109 }, ] [[package]] @@ -3059,53 +3118,53 @@ wheels = [ [[package]] name = "ruff" -version = "0.15.9" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/e6/97/e9f1ca355108ef7194e38c812ef40ba98c7208f47b13ad78d023caa583da/ruff-0.15.9.tar.gz", hash = "sha256:29cbb1255a9797903f6dde5ba0188c707907ff44a9006eb273b5a17bfa0739a2", size = 4617361 } -wheels = [ - { url = "https://files.pythonhosted.org/packages/0b/1f/9cdfd0ac4b9d1e5a6cf09bedabdf0b56306ab5e333c85c87281273e7b041/ruff-0.15.9-py3-none-linux_armv6l.whl", hash = "sha256:6efbe303983441c51975c243e26dff328aca11f94b70992f35b093c2e71801e1", size = 10511206 }, - { url = "https://files.pythonhosted.org/packages/3d/f6/32bfe3e9c136b35f02e489778d94384118bb80fd92c6d92e7ccd97db12ce/ruff-0.15.9-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:4965bac6ac9ea86772f4e23587746f0b7a395eccabb823eb8bfacc3fa06069f7", size = 10923307 }, - { url = "https://files.pythonhosted.org/packages/ca/25/de55f52ab5535d12e7aaba1de37a84be6179fb20bddcbe71ec091b4a3243/ruff-0.15.9-py3-none-macosx_11_0_arm64.whl", hash = "sha256:eaf05aad70ca5b5a0a4b0e080df3a6b699803916d88f006efd1f5b46302daab8", size = 10316722 }, - { url = "https://files.pythonhosted.org/packages/48/11/690d75f3fd6278fe55fff7c9eb429c92d207e14b25d1cae4064a32677029/ruff-0.15.9-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9439a342adb8725f32f92732e2bafb6d5246bd7a5021101166b223d312e8fc59", size = 10623674 }, - { url = "https://files.pythonhosted.org/packages/bd/ec/176f6987be248fc5404199255522f57af1b4a5a1b57727e942479fec98ad/ruff-0.15.9-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9c5e6faf9d97c8edc43877c3f406f47446fc48c40e1442d58cfcdaba2acea745", size = 10351516 }, - { url = "https://files.pythonhosted.org/packages/b2/fc/51cffbd2b3f240accc380171d51446a32aa2ea43a40d4a45ada67368fbd2/ruff-0.15.9-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7b34a9766aeec27a222373d0b055722900fbc0582b24f39661aa96f3fe6ad901", size = 11150202 }, - { url = "https://files.pythonhosted.org/packages/d6/d4/25292a6dfc125f6b6528fe6af31f5e996e19bf73ca8e3ce6eb7fa5b95885/ruff-0.15.9-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:89dd695bc72ae76ff484ae54b7e8b0f6b50f49046e198355e44ea656e521fef9", size = 11988891 }, - { url = "https://files.pythonhosted.org/packages/13/e1/1eebcb885c10e19f969dcb93d8413dfee8172578709d7ee933640f5e7147/ruff-0.15.9-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ce187224ef1de1bd225bc9a152ac7102a6171107f026e81f317e4257052916d5", size = 11480576 }, - { url = "https://files.pythonhosted.org/packages/ff/6b/a1548ac378a78332a4c3dcf4a134c2475a36d2a22ddfa272acd574140b50/ruff-0.15.9-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2b0c7c341f68adb01c488c3b7d4b49aa8ea97409eae6462d860a79cf55f431b6", size = 11254525 }, - { url = "https://files.pythonhosted.org/packages/42/aa/4bb3af8e61acd9b1281db2ab77e8b2c3c5e5599bf2a29d4a942f1c62b8d6/ruff-0.15.9-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:55cc15eee27dc0eebdfcb0d185a6153420efbedc15eb1d38fe5e685657b0f840", size = 11204072 }, - { url = "https://files.pythonhosted.org/packages/69/48/d550dc2aa6e423ea0bcc1d0ff0699325ffe8a811e2dba156bd80750b86dc/ruff-0.15.9-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:a6537f6eed5cda688c81073d46ffdfb962a5f29ecb6f7e770b2dc920598997ed", size = 10594998 }, - { url = "https://files.pythonhosted.org/packages/63/47/321167e17f5344ed5ec6b0aa2cff64efef5f9e985af8f5622cfa6536043f/ruff-0.15.9-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:6d3fcbca7388b066139c523bda744c822258ebdcfbba7d24410c3f454cc9af71", size = 10359769 }, - { url = "https://files.pythonhosted.org/packages/67/5e/074f00b9785d1d2c6f8c22a21e023d0c2c1817838cfca4c8243200a1fa87/ruff-0.15.9-py3-none-musllinux_1_2_i686.whl", hash = "sha256:058d8e99e1bfe79d8a0def0b481c56059ee6716214f7e425d8e737e412d69677", size = 10850236 }, - { url = "https://files.pythonhosted.org/packages/76/37/804c4135a2a2caf042925d30d5f68181bdbd4461fd0d7739da28305df593/ruff-0.15.9-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:8e1ddb11dbd61d5983fa2d7d6370ef3eb210951e443cace19594c01c72abab4c", size = 11358343 }, - { url = "https://files.pythonhosted.org/packages/88/3d/1364fcde8656962782aa9ea93c92d98682b1ecec2f184e625a965ad3b4a6/ruff-0.15.9-py3-none-win32.whl", hash = "sha256:bde6ff36eaf72b700f32b7196088970bf8fdb2b917b7accd8c371bfc0fd573ec", size = 10583382 }, - { url = "https://files.pythonhosted.org/packages/4c/56/5c7084299bd2cacaa07ae63a91c6f4ba66edc08bf28f356b24f6b717c799/ruff-0.15.9-py3-none-win_amd64.whl", hash = "sha256:45a70921b80e1c10cf0b734ef09421f71b5aa11d27404edc89d7e8a69505e43d", size = 11744969 }, - { url = "https://files.pythonhosted.org/packages/03/36/76704c4f312257d6dbaae3c959add2a622f63fcca9d864659ce6d8d97d3d/ruff-0.15.9-py3-none-win_arm64.whl", hash = "sha256:0694e601c028fd97dc5c6ee244675bc241aeefced7ef80cd9c6935a871078f53", size = 11005870 }, +version = "0.15.12" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/99/43/3291f1cc9106f4c63bdce7a8d0df5047fe8422a75b091c16b5e9355e0b11/ruff-0.15.12.tar.gz", hash = "sha256:ecea26adb26b4232c0c2ca19ccbc0083a68344180bba2a600605538ce51a40a6", size = 4643852 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c3/6e/e78ffb61d4686f3d96ba3df2c801161843746dcbcbb17a1e927d4829312b/ruff-0.15.12-py3-none-linux_armv6l.whl", hash = "sha256:f86f176e188e94d6bdbc09f09bfd9dc729059ad93d0e7390b5a73efe19f8861c", size = 10640713 }, + { url = "https://files.pythonhosted.org/packages/ae/08/a317bc231fb9e7b93e4ef3089501e51922ff88d6936ce5cf870c4fe55419/ruff-0.15.12-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:e3bcd123364c3770b8e1b7baaf343cc99a35f197c5c6e8af79015c666c423a6c", size = 11069267 }, + { url = "https://files.pythonhosted.org/packages/aa/a4/f828e9718d3dce1f5f11c39c4f65afd32783c8b2aebb2e3d259e492c47bd/ruff-0.15.12-py3-none-macosx_11_0_arm64.whl", hash = "sha256:fe87510d000220aa1ed530d4448a7c696a0cae1213e5ec30e5874287b66557b5", size = 10397182 }, + { url = "https://files.pythonhosted.org/packages/71/e0/3310fc6d1b5e1fdea22bf3b1b807c7e187b581021b0d7d4514cccdb5fb71/ruff-0.15.12-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:84a1630093121375a3e2a95b4a6dc7b59e2b4ee76216e32d81aae550a832d002", size = 10758012 }, + { url = "https://files.pythonhosted.org/packages/11/c1/a606911aee04c324ddaa883ae418f3569792fd3c4a10c50e0dd0a2311e1e/ruff-0.15.12-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:fb129f40f114f089ebe0ca56c0d251cf2061b17651d464bb6478dc01e69f11f5", size = 10447479 }, + { url = "https://files.pythonhosted.org/packages/9d/68/4201e8444f0894f21ab4aeeaee68aa4f10b51613514a20d80bd628d57e88/ruff-0.15.12-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b0c862b172d695db7598426b8af465e7e9ac00a3ea2a3630ee67eb82e366aaa6", size = 11234040 }, + { url = "https://files.pythonhosted.org/packages/34/ff/8a6d6cf4ccc23fd67060874e832c18919d1557a0611ebef03fdb01fff11e/ruff-0.15.12-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2849ea9f3484c3aca43a82f484210370319e7170df4dfe4843395ddf6c57bc33", size = 12087377 }, + { url = "https://files.pythonhosted.org/packages/85/f6/c669cf73f5152f623d34e69866a46d5e6185816b19fcd5b6dd8a2d299922/ruff-0.15.12-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9e77c7e51c07fe396826d5969a5b846d9cd4c402535835fb6e21ce8b28fef847", size = 11367784 }, + { url = "https://files.pythonhosted.org/packages/e8/39/c61d193b8a1daaa8977f7dea9e8d8ba866e02ea7b65d32f6861693aa4c12/ruff-0.15.12-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:83b2f4f2f3b1026b5fb449b467d9264bf22067b600f7b6f41fc5958909f449d0", size = 11344088 }, + { url = "https://files.pythonhosted.org/packages/c2/8d/49afab3645e31e12c590acb6d3b5b69d7aab5b81926dbaf7461f9441f37a/ruff-0.15.12-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:9ba3b8f1afd7e2e43d8943e55f249e13f9682fde09711644a6e7290eb4f3e339", size = 11271770 }, + { url = "https://files.pythonhosted.org/packages/46/06/33f41fe94403e2b755481cdfb9b7ef3e4e0ed031c4581124658d935d52b4/ruff-0.15.12-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e852ba9fdc890655e1d78f2df1499efbe0e54126bd405362154a75e2bde159c5", size = 10719355 }, + { url = "https://files.pythonhosted.org/packages/0d/59/18aa4e014debbf559670e4048e39260a85c7fcee84acfd761ac01e7b8d35/ruff-0.15.12-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:dd8aed930da53780d22fc70bdf84452c843cf64f8cb4eb38984319c24c5cd5fd", size = 10462758 }, + { url = "https://files.pythonhosted.org/packages/25/e7/cc9f16fd0f3b5fddcbd7ec3d6ae30c8f3fde1047f32a4093a98d633c6570/ruff-0.15.12-py3-none-musllinux_1_2_i686.whl", hash = "sha256:01da3988d225628b709493d7dc67c3b9b12c0210016b08690ef9bd27970b262b", size = 10953498 }, + { url = "https://files.pythonhosted.org/packages/72/7a/a9ba7f98c7a575978698f4230c5e8cc54bbc761af34f560818f933dafa0c/ruff-0.15.12-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:9cae0f92bd5700d1213188b31cd3bdd2b315361296d10b96b8e2337d3d11f53e", size = 11447765 }, + { url = "https://files.pythonhosted.org/packages/ea/f9/0ae446942c846b8266059ad8a30702a35afae55f5cdc54c5adf8d7afdc27/ruff-0.15.12-py3-none-win32.whl", hash = "sha256:d0185894e038d7043ba8fd6aee7499ece6462dc0ea9f1e260c7451807c714c20", size = 10657277 }, + { url = "https://files.pythonhosted.org/packages/33/f1/9614e03e1cdcbf9437570b5400ced8a720b5db22b28d8e0f1bda429f660d/ruff-0.15.12-py3-none-win_amd64.whl", hash = "sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d", size = 11837758 }, + { url = "https://files.pythonhosted.org/packages/c0/98/6beb4b351e472e5f4c4613f7c35a5290b8be2497e183825310c4c3a3984b/ruff-0.15.12-py3-none-win_arm64.whl", hash = "sha256:a538f7a82d061cee7be55542aca1d86d1393d55d81d4fcc314370f4340930d4f", size = 11120821 }, ] [[package]] name = "s3fs" -version = "2026.3.0" +version = "2026.4.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "aiobotocore" }, { name = "aiohttp" }, { name = "fsspec" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/0b/93/093972862fb9c2fdc24ecf8d6d2212853df1945eddf26ba2625e8eaeee66/s3fs-2026.3.0.tar.gz", hash = "sha256:ce8b30a9dc5e01c5127c96cb7377290243a689a251ef9257336ac29d72d7b0d8", size = 85986 } +sdist = { url = "https://files.pythonhosted.org/packages/cb/d8/76f3dc1558bdf4494b117a9f7a9cc0a5d9d34edadc9e5d7ceabc5a6a7c37/s3fs-2026.4.0.tar.gz", hash = "sha256:5bdce0abb00b0435ee150807a45fea727451dbc22de4cbc116464f8504ab9d37", size = 85986 } wheels = [ - { url = "https://files.pythonhosted.org/packages/6a/52/5ccdc01f7a8a61357d15a66b5d8a6580aa8529cb33f32e6cbb71c52622c5/s3fs-2026.3.0-py3-none-any.whl", hash = "sha256:2fa40a64c03003cfa5ae0e352788d97aa78ae8f9e25ea98b28ce9d21ba10c1b8", size = 32399 }, + { url = "https://files.pythonhosted.org/packages/5d/a4/9d1ea10ebc9e028a289a72fec84da170689549a8102c8aacfcad26bc5035/s3fs-2026.4.0-py3-none-any.whl", hash = "sha256:de0d2a1f33cdf03831fd2382d278c6e4e31fe57c3bf2f703c61f8aec6b703e2a", size = 32392 }, ] [[package]] name = "s3transfer" -version = "0.16.0" +version = "0.16.1" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "botocore" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/05/04/74127fc843314818edfa81b5540e26dd537353b123a4edc563109d8f17dd/s3transfer-0.16.0.tar.gz", hash = "sha256:8e990f13268025792229cd52fa10cb7163744bf56e719e0b9cb925ab79abf920", size = 153827 } +sdist = { url = "https://files.pythonhosted.org/packages/46/29/af14f4ef3c11a50435308660e2cc68761c9a7742475e0585cd4396b91777/s3transfer-0.16.1.tar.gz", hash = "sha256:8e424355754b9ccb32467bdc568edf55be82692ef2002d934b1311dbb3b9e524", size = 154801 } wheels = [ - { url = "https://files.pythonhosted.org/packages/fc/51/727abb13f44c1fcf6d145979e1535a35794db0f6e450a0cb46aa24732fe2/s3transfer-0.16.0-py3-none-any.whl", hash = "sha256:18e25d66fed509e3868dc1572b3f427ff947dd2c56f844a5bf09481ad3f3b2fe", size = 86830 }, + { url = "https://files.pythonhosted.org/packages/03/19/90d7d4ed51932c022d53f1d02d564b62d10e272692a1f9b76425c1ad2a02/s3transfer-0.16.1-py3-none-any.whl", hash = "sha256:61bcd00ccb83b21a0fe7e91a553fff9729d46c83b4e0106e7c314a733891f7c2", size = 86825 }, ] [[package]] @@ -3781,120 +3840,159 @@ wheels = [ [[package]] name = "xxhash" -version = "3.6.0" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/02/84/30869e01909fb37a6cc7e18688ee8bf1e42d57e7e0777636bd47524c43c7/xxhash-3.6.0.tar.gz", hash = "sha256:f0162a78b13a0d7617b2845b90c763339d1f1d82bb04a4b07f4ab535cc5e05d6", size = 85160 } -wheels = [ - { url = "https://files.pythonhosted.org/packages/34/ee/f9f1d656ad168681bb0f6b092372c1e533c4416b8069b1896a175c46e484/xxhash-3.6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:87ff03d7e35c61435976554477a7f4cd1704c3596a89a8300d5ce7fc83874a71", size = 32845 }, - { url = "https://files.pythonhosted.org/packages/a3/b1/93508d9460b292c74a09b83d16750c52a0ead89c51eea9951cb97a60d959/xxhash-3.6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f572dfd3d0e2eb1a57511831cf6341242f5a9f8298a45862d085f5b93394a27d", size = 30807 }, - { url = "https://files.pythonhosted.org/packages/07/55/28c93a3662f2d200c70704efe74aab9640e824f8ce330d8d3943bf7c9b3c/xxhash-3.6.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:89952ea539566b9fed2bbd94e589672794b4286f342254fad28b149f9615fef8", size = 193786 }, - { url = "https://files.pythonhosted.org/packages/c1/96/fec0be9bb4b8f5d9c57d76380a366f31a1781fb802f76fc7cda6c84893c7/xxhash-3.6.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48e6f2ffb07a50b52465a1032c3cf1f4a5683f944acaca8a134a2f23674c2058", size = 212830 }, - { url = "https://files.pythonhosted.org/packages/c4/a0/c706845ba77b9611f81fd2e93fad9859346b026e8445e76f8c6fd057cc6d/xxhash-3.6.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b5b848ad6c16d308c3ac7ad4ba6bede80ed5df2ba8ed382f8932df63158dd4b2", size = 211606 }, - { url = "https://files.pythonhosted.org/packages/67/1e/164126a2999e5045f04a69257eea946c0dc3e86541b400d4385d646b53d7/xxhash-3.6.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a034590a727b44dd8ac5914236a7b8504144447a9682586c3327e935f33ec8cc", size = 444872 }, - { url = "https://files.pythonhosted.org/packages/2d/4b/55ab404c56cd70a2cf5ecfe484838865d0fea5627365c6c8ca156bd09c8f/xxhash-3.6.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8a8f1972e75ebdd161d7896743122834fe87378160c20e97f8b09166213bf8cc", size = 193217 }, - { url = "https://files.pythonhosted.org/packages/45/e6/52abf06bac316db33aa269091ae7311bd53cfc6f4b120ae77bac1b348091/xxhash-3.6.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:ee34327b187f002a596d7b167ebc59a1b729e963ce645964bbc050d2f1b73d07", size = 210139 }, - { url = "https://files.pythonhosted.org/packages/34/37/db94d490b8691236d356bc249c08819cbcef9273a1a30acf1254ff9ce157/xxhash-3.6.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:339f518c3c7a850dd033ab416ea25a692759dc7478a71131fe8869010d2b75e4", size = 197669 }, - { url = "https://files.pythonhosted.org/packages/b7/36/c4f219ef4a17a4f7a64ed3569bc2b5a9c8311abdb22249ac96093625b1a4/xxhash-3.6.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:bf48889c9630542d4709192578aebbd836177c9f7a4a2778a7d6340107c65f06", size = 210018 }, - { url = "https://files.pythonhosted.org/packages/fd/06/bfac889a374fc2fc439a69223d1750eed2e18a7db8514737ab630534fa08/xxhash-3.6.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:5576b002a56207f640636056b4160a378fe36a58db73ae5c27a7ec8db35f71d4", size = 413058 }, - { url = "https://files.pythonhosted.org/packages/c9/d1/555d8447e0dd32ad0930a249a522bb2e289f0d08b6b16204cfa42c1f5a0c/xxhash-3.6.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:af1f3278bd02814d6dedc5dec397993b549d6f16c19379721e5a1d31e132c49b", size = 190628 }, - { url = "https://files.pythonhosted.org/packages/d1/15/8751330b5186cedc4ed4b597989882ea05e0408b53fa47bcb46a6125bfc6/xxhash-3.6.0-cp310-cp310-win32.whl", hash = "sha256:aed058764db109dc9052720da65fafe84873b05eb8b07e5e653597951af57c3b", size = 30577 }, - { url = "https://files.pythonhosted.org/packages/bb/cc/53f87e8b5871a6eb2ff7e89c48c66093bda2be52315a8161ddc54ea550c4/xxhash-3.6.0-cp310-cp310-win_amd64.whl", hash = "sha256:e82da5670f2d0d98950317f82a0e4a0197150ff19a6df2ba40399c2a3b9ae5fb", size = 31487 }, - { url = "https://files.pythonhosted.org/packages/9f/00/60f9ea3bb697667a14314d7269956f58bf56bb73864f8f8d52a3c2535e9a/xxhash-3.6.0-cp310-cp310-win_arm64.whl", hash = "sha256:4a082ffff8c6ac07707fb6b671caf7c6e020c75226c561830b73d862060f281d", size = 27863 }, - { url = "https://files.pythonhosted.org/packages/17/d4/cc2f0400e9154df4b9964249da78ebd72f318e35ccc425e9f403c392f22a/xxhash-3.6.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b47bbd8cf2d72797f3c2772eaaac0ded3d3af26481a26d7d7d41dc2d3c46b04a", size = 32844 }, - { url = "https://files.pythonhosted.org/packages/5e/ec/1cc11cd13e26ea8bc3cb4af4eaadd8d46d5014aebb67be3f71fb0b68802a/xxhash-3.6.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2b6821e94346f96db75abaa6e255706fb06ebd530899ed76d32cd99f20dc52fa", size = 30809 }, - { url = "https://files.pythonhosted.org/packages/04/5f/19fe357ea348d98ca22f456f75a30ac0916b51c753e1f8b2e0e6fb884cce/xxhash-3.6.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d0a9751f71a1a65ce3584e9cae4467651c7e70c9d31017fa57574583a4540248", size = 194665 }, - { url = "https://files.pythonhosted.org/packages/90/3b/d1f1a8f5442a5fd8beedae110c5af7604dc37349a8e16519c13c19a9a2de/xxhash-3.6.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8b29ee68625ab37b04c0b40c3fafdf24d2f75ccd778333cfb698f65f6c463f62", size = 213550 }, - { url = "https://files.pythonhosted.org/packages/c4/ef/3a9b05eb527457d5db13a135a2ae1a26c80fecd624d20f3e8dcc4cb170f3/xxhash-3.6.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6812c25fe0d6c36a46ccb002f40f27ac903bf18af9f6dd8f9669cb4d176ab18f", size = 212384 }, - { url = "https://files.pythonhosted.org/packages/0f/18/ccc194ee698c6c623acbf0f8c2969811a8a4b6185af5e824cd27b9e4fd3e/xxhash-3.6.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4ccbff013972390b51a18ef1255ef5ac125c92dc9143b2d1909f59abc765540e", size = 445749 }, - { url = "https://files.pythonhosted.org/packages/a5/86/cf2c0321dc3940a7aa73076f4fd677a0fb3e405cb297ead7d864fd90847e/xxhash-3.6.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:297b7fbf86c82c550e12e8fb71968b3f033d27b874276ba3624ea868c11165a8", size = 193880 }, - { url = "https://files.pythonhosted.org/packages/82/fb/96213c8560e6f948a1ecc9a7613f8032b19ee45f747f4fca4eb31bb6d6ed/xxhash-3.6.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:dea26ae1eb293db089798d3973a5fc928a18fdd97cc8801226fae705b02b14b0", size = 210912 }, - { url = "https://files.pythonhosted.org/packages/40/aa/4395e669b0606a096d6788f40dbdf2b819d6773aa290c19e6e83cbfc312f/xxhash-3.6.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:7a0b169aafb98f4284f73635a8e93f0735f9cbde17bd5ec332480484241aaa77", size = 198654 }, - { url = "https://files.pythonhosted.org/packages/67/74/b044fcd6b3d89e9b1b665924d85d3f400636c23590226feb1eb09e1176ce/xxhash-3.6.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:08d45aef063a4531b785cd72de4887766d01dc8f362a515693df349fdb825e0c", size = 210867 }, - { url = "https://files.pythonhosted.org/packages/bc/fd/3ce73bf753b08cb19daee1eb14aa0d7fe331f8da9c02dd95316ddfe5275e/xxhash-3.6.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:929142361a48ee07f09121fe9e96a84950e8d4df3bb298ca5d88061969f34d7b", size = 414012 }, - { url = "https://files.pythonhosted.org/packages/ba/b3/5a4241309217c5c876f156b10778f3ab3af7ba7e3259e6d5f5c7d0129eb2/xxhash-3.6.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:51312c768403d8540487dbbfb557454cfc55589bbde6424456951f7fcd4facb3", size = 191409 }, - { url = "https://files.pythonhosted.org/packages/c0/01/99bfbc15fb9abb9a72b088c1d95219fc4782b7d01fc835bd5744d66dd0b8/xxhash-3.6.0-cp311-cp311-win32.whl", hash = "sha256:d1927a69feddc24c987b337ce81ac15c4720955b667fe9b588e02254b80446fd", size = 30574 }, - { url = "https://files.pythonhosted.org/packages/65/79/9d24d7f53819fe301b231044ea362ce64e86c74f6e8c8e51320de248b3e5/xxhash-3.6.0-cp311-cp311-win_amd64.whl", hash = "sha256:26734cdc2d4ffe449b41d186bbeac416f704a482ed835d375a5c0cb02bc63fef", size = 31481 }, - { url = "https://files.pythonhosted.org/packages/30/4e/15cd0e3e8772071344eab2961ce83f6e485111fed8beb491a3f1ce100270/xxhash-3.6.0-cp311-cp311-win_arm64.whl", hash = "sha256:d72f67ef8bf36e05f5b6c65e8524f265bd61071471cd4cf1d36743ebeeeb06b7", size = 27861 }, - { url = "https://files.pythonhosted.org/packages/9a/07/d9412f3d7d462347e4511181dea65e47e0d0e16e26fbee2ea86a2aefb657/xxhash-3.6.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:01362c4331775398e7bb34e3ab403bc9ee9f7c497bc7dee6272114055277dd3c", size = 32744 }, - { url = "https://files.pythonhosted.org/packages/79/35/0429ee11d035fc33abe32dca1b2b69e8c18d236547b9a9b72c1929189b9a/xxhash-3.6.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b7b2df81a23f8cb99656378e72501b2cb41b1827c0f5a86f87d6b06b69f9f204", size = 30816 }, - { url = "https://files.pythonhosted.org/packages/b7/f2/57eb99aa0f7d98624c0932c5b9a170e1806406cdbcdb510546634a1359e0/xxhash-3.6.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:dc94790144e66b14f67b10ac8ed75b39ca47536bf8800eb7c24b50271ea0c490", size = 194035 }, - { url = "https://files.pythonhosted.org/packages/4c/ed/6224ba353690d73af7a3f1c7cdb1fc1b002e38f783cb991ae338e1eb3d79/xxhash-3.6.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:93f107c673bccf0d592cdba077dedaf52fe7f42dcd7676eba1f6d6f0c3efffd2", size = 212914 }, - { url = "https://files.pythonhosted.org/packages/38/86/fb6b6130d8dd6b8942cc17ab4d90e223653a89aa32ad2776f8af7064ed13/xxhash-3.6.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2aa5ee3444c25b69813663c9f8067dcfaa2e126dc55e8dddf40f4d1c25d7effa", size = 212163 }, - { url = "https://files.pythonhosted.org/packages/ee/dc/e84875682b0593e884ad73b2d40767b5790d417bde603cceb6878901d647/xxhash-3.6.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f7f99123f0e1194fa59cc69ad46dbae2e07becec5df50a0509a808f90a0f03f0", size = 445411 }, - { url = "https://files.pythonhosted.org/packages/11/4f/426f91b96701ec2f37bb2b8cec664eff4f658a11f3fa9d94f0a887ea6d2b/xxhash-3.6.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:49e03e6fe2cac4a1bc64952dd250cf0dbc5ef4ebb7b8d96bce82e2de163c82a2", size = 193883 }, - { url = "https://files.pythonhosted.org/packages/53/5a/ddbb83eee8e28b778eacfc5a85c969673e4023cdeedcfcef61f36731610b/xxhash-3.6.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:bd17fede52a17a4f9a7bc4472a5867cb0b160deeb431795c0e4abe158bc784e9", size = 210392 }, - { url = "https://files.pythonhosted.org/packages/1e/c2/ff69efd07c8c074ccdf0a4f36fcdd3d27363665bcdf4ba399abebe643465/xxhash-3.6.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:6fb5f5476bef678f69db04f2bd1efbed3030d2aba305b0fc1773645f187d6a4e", size = 197898 }, - { url = "https://files.pythonhosted.org/packages/58/ca/faa05ac19b3b622c7c9317ac3e23954187516298a091eb02c976d0d3dd45/xxhash-3.6.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:843b52f6d88071f87eba1631b684fcb4b2068cd2180a0224122fe4ef011a9374", size = 210655 }, - { url = "https://files.pythonhosted.org/packages/d4/7a/06aa7482345480cc0cb597f5c875b11a82c3953f534394f620b0be2f700c/xxhash-3.6.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:7d14a6cfaf03b1b6f5f9790f76880601ccc7896aff7ab9cd8978a939c1eb7e0d", size = 414001 }, - { url = "https://files.pythonhosted.org/packages/23/07/63ffb386cd47029aa2916b3d2f454e6cc5b9f5c5ada3790377d5430084e7/xxhash-3.6.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:418daf3db71e1413cfe211c2f9a528456936645c17f46b5204705581a45390ae", size = 191431 }, - { url = "https://files.pythonhosted.org/packages/0f/93/14fde614cadb4ddf5e7cebf8918b7e8fac5ae7861c1875964f17e678205c/xxhash-3.6.0-cp312-cp312-win32.whl", hash = "sha256:50fc255f39428a27299c20e280d6193d8b63b8ef8028995323bf834a026b4fbb", size = 30617 }, - { url = "https://files.pythonhosted.org/packages/13/5d/0d125536cbe7565a83d06e43783389ecae0c0f2ed037b48ede185de477c0/xxhash-3.6.0-cp312-cp312-win_amd64.whl", hash = "sha256:c0f2ab8c715630565ab8991b536ecded9416d615538be8ecddce43ccf26cbc7c", size = 31534 }, - { url = "https://files.pythonhosted.org/packages/54/85/6ec269b0952ec7e36ba019125982cf11d91256a778c7c3f98a4c5043d283/xxhash-3.6.0-cp312-cp312-win_arm64.whl", hash = "sha256:eae5c13f3bc455a3bbb68bdc513912dc7356de7e2280363ea235f71f54064829", size = 27876 }, - { url = "https://files.pythonhosted.org/packages/33/76/35d05267ac82f53ae9b0e554da7c5e281ee61f3cad44c743f0fcd354f211/xxhash-3.6.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:599e64ba7f67472481ceb6ee80fa3bd828fd61ba59fb11475572cc5ee52b89ec", size = 32738 }, - { url = "https://files.pythonhosted.org/packages/31/a8/3fbce1cd96534a95e35d5120637bf29b0d7f5d8fa2f6374e31b4156dd419/xxhash-3.6.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7d8b8aaa30fca4f16f0c84a5c8d7ddee0e25250ec2796c973775373257dde8f1", size = 30821 }, - { url = "https://files.pythonhosted.org/packages/0c/ea/d387530ca7ecfa183cb358027f1833297c6ac6098223fd14f9782cd0015c/xxhash-3.6.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d597acf8506d6e7101a4a44a5e428977a51c0fadbbfd3c39650cca9253f6e5a6", size = 194127 }, - { url = "https://files.pythonhosted.org/packages/ba/0c/71435dcb99874b09a43b8d7c54071e600a7481e42b3e3ce1eb5226a5711a/xxhash-3.6.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:858dc935963a33bc33490128edc1c12b0c14d9c7ebaa4e387a7869ecc4f3e263", size = 212975 }, - { url = "https://files.pythonhosted.org/packages/84/7a/c2b3d071e4bb4a90b7057228a99b10d51744878f4a8a6dd643c8bd897620/xxhash-3.6.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ba284920194615cb8edf73bf52236ce2e1664ccd4a38fdb543506413529cc546", size = 212241 }, - { url = "https://files.pythonhosted.org/packages/81/5f/640b6eac0128e215f177df99eadcd0f1b7c42c274ab6a394a05059694c5a/xxhash-3.6.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4b54219177f6c6674d5378bd862c6aedf64725f70dd29c472eaae154df1a2e89", size = 445471 }, - { url = "https://files.pythonhosted.org/packages/5e/1e/3c3d3ef071b051cc3abbe3721ffb8365033a172613c04af2da89d5548a87/xxhash-3.6.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:42c36dd7dbad2f5238950c377fcbf6811b1cdb1c444fab447960030cea60504d", size = 193936 }, - { url = "https://files.pythonhosted.org/packages/2c/bd/4a5f68381939219abfe1c22a9e3a5854a4f6f6f3c4983a87d255f21f2e5d/xxhash-3.6.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f22927652cba98c44639ffdc7aaf35828dccf679b10b31c4ad72a5b530a18eb7", size = 210440 }, - { url = "https://files.pythonhosted.org/packages/eb/37/b80fe3d5cfb9faff01a02121a0f4d565eb7237e9e5fc66e73017e74dcd36/xxhash-3.6.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b45fad44d9c5c119e9c6fbf2e1c656a46dc68e280275007bbfd3d572b21426db", size = 197990 }, - { url = "https://files.pythonhosted.org/packages/d7/fd/2c0a00c97b9e18f72e1f240ad4e8f8a90fd9d408289ba9c7c495ed7dc05c/xxhash-3.6.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:6f2580ffab1a8b68ef2b901cde7e55fa8da5e4be0977c68f78fc80f3c143de42", size = 210689 }, - { url = "https://files.pythonhosted.org/packages/93/86/5dd8076a926b9a95db3206aba20d89a7fc14dd5aac16e5c4de4b56033140/xxhash-3.6.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:40c391dd3cd041ebc3ffe6f2c862f402e306eb571422e0aa918d8070ba31da11", size = 414068 }, - { url = "https://files.pythonhosted.org/packages/af/3c/0bb129170ee8f3650f08e993baee550a09593462a5cddd8e44d0011102b1/xxhash-3.6.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f205badabde7aafd1a31e8ca2a3e5a763107a71c397c4481d6a804eb5063d8bd", size = 191495 }, - { url = "https://files.pythonhosted.org/packages/e9/3a/6797e0114c21d1725e2577508e24006fd7ff1d8c0c502d3b52e45c1771d8/xxhash-3.6.0-cp313-cp313-win32.whl", hash = "sha256:2577b276e060b73b73a53042ea5bd5203d3e6347ce0d09f98500f418a9fcf799", size = 30620 }, - { url = "https://files.pythonhosted.org/packages/86/15/9bc32671e9a38b413a76d24722a2bf8784a132c043063a8f5152d390b0f9/xxhash-3.6.0-cp313-cp313-win_amd64.whl", hash = "sha256:757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392", size = 31542 }, - { url = "https://files.pythonhosted.org/packages/39/c5/cc01e4f6188656e56112d6a8e0dfe298a16934b8c47a247236549a3f7695/xxhash-3.6.0-cp313-cp313-win_arm64.whl", hash = "sha256:457b8f85dec5825eed7b69c11ae86834a018b8e3df5e77783c999663da2f96d6", size = 27880 }, - { url = "https://files.pythonhosted.org/packages/f3/30/25e5321c8732759e930c555176d37e24ab84365482d257c3b16362235212/xxhash-3.6.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:a42e633d75cdad6d625434e3468126c73f13f7584545a9cf34e883aa1710e702", size = 32956 }, - { url = "https://files.pythonhosted.org/packages/9f/3c/0573299560d7d9f8ab1838f1efc021a280b5ae5ae2e849034ef3dee18810/xxhash-3.6.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:568a6d743219e717b07b4e03b0a828ce593833e498c3b64752e0f5df6bfe84db", size = 31072 }, - { url = "https://files.pythonhosted.org/packages/7a/1c/52d83a06e417cd9d4137722693424885cc9878249beb3a7c829e74bf7ce9/xxhash-3.6.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:bec91b562d8012dae276af8025a55811b875baace6af510412a5e58e3121bc54", size = 196409 }, - { url = "https://files.pythonhosted.org/packages/e3/8e/c6d158d12a79bbd0b878f8355432075fc82759e356ab5a111463422a239b/xxhash-3.6.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:78e7f2f4c521c30ad5e786fdd6bae89d47a32672a80195467b5de0480aa97b1f", size = 215736 }, - { url = "https://files.pythonhosted.org/packages/bc/68/c4c80614716345d55071a396cf03d06e34b5f4917a467faf43083c995155/xxhash-3.6.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3ed0df1b11a79856df5ffcab572cbd6b9627034c1c748c5566fa79df9048a7c5", size = 214833 }, - { url = "https://files.pythonhosted.org/packages/7e/e9/ae27c8ffec8b953efa84c7c4a6c6802c263d587b9fc0d6e7cea64e08c3af/xxhash-3.6.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0e4edbfc7d420925b0dd5e792478ed393d6e75ff8fc219a6546fb446b6a417b1", size = 448348 }, - { url = "https://files.pythonhosted.org/packages/d7/6b/33e21afb1b5b3f46b74b6bd1913639066af218d704cc0941404ca717fc57/xxhash-3.6.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fba27a198363a7ef87f8c0f6b171ec36b674fe9053742c58dd7e3201c1ab30ee", size = 196070 }, - { url = "https://files.pythonhosted.org/packages/96/b6/fcabd337bc5fa624e7203aa0fa7d0c49eed22f72e93229431752bddc83d9/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:794fe9145fe60191c6532fa95063765529770edcdd67b3d537793e8004cabbfd", size = 212907 }, - { url = "https://files.pythonhosted.org/packages/4b/d3/9ee6160e644d660fcf176c5825e61411c7f62648728f69c79ba237250143/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:6105ef7e62b5ac73a837778efc331a591d8442f8ef5c7e102376506cb4ae2729", size = 200839 }, - { url = "https://files.pythonhosted.org/packages/0d/98/e8de5baa5109394baf5118f5e72ab21a86387c4f89b0e77ef3e2f6b0327b/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:f01375c0e55395b814a679b3eea205db7919ac2af213f4a6682e01220e5fe292", size = 213304 }, - { url = "https://files.pythonhosted.org/packages/7b/1d/71056535dec5c3177eeb53e38e3d367dd1d16e024e63b1cee208d572a033/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:d706dca2d24d834a4661619dcacf51a75c16d65985718d6a7d73c1eeeb903ddf", size = 416930 }, - { url = "https://files.pythonhosted.org/packages/dc/6c/5cbde9de2cd967c322e651c65c543700b19e7ae3e0aae8ece3469bf9683d/xxhash-3.6.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5f059d9faeacd49c0215d66f4056e1326c80503f51a1532ca336a385edadd033", size = 193787 }, - { url = "https://files.pythonhosted.org/packages/19/fa/0172e350361d61febcea941b0cc541d6e6c8d65d153e85f850a7b256ff8a/xxhash-3.6.0-cp313-cp313t-win32.whl", hash = "sha256:1244460adc3a9be84731d72b8e80625788e5815b68da3da8b83f78115a40a7ec", size = 30916 }, - { url = "https://files.pythonhosted.org/packages/ad/e6/e8cf858a2b19d6d45820f072eff1bea413910592ff17157cabc5f1227a16/xxhash-3.6.0-cp313-cp313t-win_amd64.whl", hash = "sha256:b1e420ef35c503869c4064f4a2f2b08ad6431ab7b229a05cce39d74268bca6b8", size = 31799 }, - { url = "https://files.pythonhosted.org/packages/56/15/064b197e855bfb7b343210e82490ae672f8bc7cdf3ddb02e92f64304ee8a/xxhash-3.6.0-cp313-cp313t-win_arm64.whl", hash = "sha256:ec44b73a4220623235f67a996c862049f375df3b1052d9899f40a6382c32d746", size = 28044 }, - { url = "https://files.pythonhosted.org/packages/7e/5e/0138bc4484ea9b897864d59fce9be9086030825bc778b76cb5a33a906d37/xxhash-3.6.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:a40a3d35b204b7cc7643cbcf8c9976d818cb47befcfac8bbefec8038ac363f3e", size = 32754 }, - { url = "https://files.pythonhosted.org/packages/18/d7/5dac2eb2ec75fd771957a13e5dda560efb2176d5203f39502a5fc571f899/xxhash-3.6.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a54844be970d3fc22630b32d515e79a90d0a3ddb2644d8d7402e3c4c8da61405", size = 30846 }, - { url = "https://files.pythonhosted.org/packages/fe/71/8bc5be2bb00deb5682e92e8da955ebe5fa982da13a69da5a40a4c8db12fb/xxhash-3.6.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:016e9190af8f0a4e3741343777710e3d5717427f175adfdc3e72508f59e2a7f3", size = 194343 }, - { url = "https://files.pythonhosted.org/packages/e7/3b/52badfb2aecec2c377ddf1ae75f55db3ba2d321c5e164f14461c90837ef3/xxhash-3.6.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4f6f72232f849eb9d0141e2ebe2677ece15adfd0fa599bc058aad83c714bb2c6", size = 213074 }, - { url = "https://files.pythonhosted.org/packages/a2/2b/ae46b4e9b92e537fa30d03dbc19cdae57ed407e9c26d163895e968e3de85/xxhash-3.6.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:63275a8aba7865e44b1813d2177e0f5ea7eadad3dd063a21f7cf9afdc7054063", size = 212388 }, - { url = "https://files.pythonhosted.org/packages/f5/80/49f88d3afc724b4ac7fbd664c8452d6db51b49915be48c6982659e0e7942/xxhash-3.6.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3cd01fa2aa00d8b017c97eb46b9a794fbdca53fc14f845f5a328c71254b0abb7", size = 445614 }, - { url = "https://files.pythonhosted.org/packages/ed/ba/603ce3961e339413543d8cd44f21f2c80e2a7c5cfe692a7b1f2cccf58f3c/xxhash-3.6.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0226aa89035b62b6a86d3c68df4d7c1f47a342b8683da2b60cedcddb46c4d95b", size = 194024 }, - { url = "https://files.pythonhosted.org/packages/78/d1/8e225ff7113bf81545cfdcd79eef124a7b7064a0bba53605ff39590b95c2/xxhash-3.6.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c6e193e9f56e4ca4923c61238cdaced324f0feac782544eb4c6d55ad5cc99ddd", size = 210541 }, - { url = "https://files.pythonhosted.org/packages/6f/58/0f89d149f0bad89def1a8dd38feb50ccdeb643d9797ec84707091d4cb494/xxhash-3.6.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:9176dcaddf4ca963d4deb93866d739a343c01c969231dbe21680e13a5d1a5bf0", size = 198305 }, - { url = "https://files.pythonhosted.org/packages/11/38/5eab81580703c4df93feb5f32ff8fa7fe1e2c51c1f183ee4e48d4bb9d3d7/xxhash-3.6.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:c1ce4009c97a752e682b897aa99aef84191077a9433eb237774689f14f8ec152", size = 210848 }, - { url = "https://files.pythonhosted.org/packages/5e/6b/953dc4b05c3ce678abca756416e4c130d2382f877a9c30a20d08ee6a77c0/xxhash-3.6.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:8cb2f4f679b01513b7adbb9b1b2f0f9cdc31b70007eaf9d59d0878809f385b11", size = 414142 }, - { url = "https://files.pythonhosted.org/packages/08/a9/238ec0d4e81a10eb5026d4a6972677cbc898ba6c8b9dbaec12ae001b1b35/xxhash-3.6.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:653a91d7c2ab54a92c19ccf43508b6a555440b9be1bc8be553376778be7f20b5", size = 191547 }, - { url = "https://files.pythonhosted.org/packages/f1/ee/3cf8589e06c2164ac77c3bf0aa127012801128f1feebf2a079272da5737c/xxhash-3.6.0-cp314-cp314-win32.whl", hash = "sha256:a756fe893389483ee8c394d06b5ab765d96e68fbbfe6fde7aa17e11f5720559f", size = 31214 }, - { url = "https://files.pythonhosted.org/packages/02/5d/a19552fbc6ad4cb54ff953c3908bbc095f4a921bc569433d791f755186f1/xxhash-3.6.0-cp314-cp314-win_amd64.whl", hash = "sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad", size = 32290 }, - { url = "https://files.pythonhosted.org/packages/b1/11/dafa0643bc30442c887b55baf8e73353a344ee89c1901b5a5c54a6c17d39/xxhash-3.6.0-cp314-cp314-win_arm64.whl", hash = "sha256:25915e6000338999236f1eb68a02a32c3275ac338628a7eaa5a269c401995679", size = 28795 }, - { url = "https://files.pythonhosted.org/packages/2c/db/0e99732ed7f64182aef4a6fb145e1a295558deec2a746265dcdec12d191e/xxhash-3.6.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:c5294f596a9017ca5a3e3f8884c00b91ab2ad2933cf288f4923c3fd4346cf3d4", size = 32955 }, - { url = "https://files.pythonhosted.org/packages/55/f4/2a7c3c68e564a099becfa44bb3d398810cc0ff6749b0d3cb8ccb93f23c14/xxhash-3.6.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1cf9dcc4ab9cff01dfbba78544297a3a01dafd60f3bde4e2bfd016cf7e4ddc67", size = 31072 }, - { url = "https://files.pythonhosted.org/packages/c6/d9/72a29cddc7250e8a5819dad5d466facb5dc4c802ce120645630149127e73/xxhash-3.6.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:01262da8798422d0685f7cef03b2bd3f4f46511b02830861df548d7def4402ad", size = 196579 }, - { url = "https://files.pythonhosted.org/packages/63/93/b21590e1e381040e2ca305a884d89e1c345b347404f7780f07f2cdd47ef4/xxhash-3.6.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:51a73fb7cb3a3ead9f7a8b583ffd9b8038e277cdb8cb87cf890e88b3456afa0b", size = 215854 }, - { url = "https://files.pythonhosted.org/packages/ce/b8/edab8a7d4fa14e924b29be877d54155dcbd8b80be85ea00d2be3413a9ed4/xxhash-3.6.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b9c6df83594f7df8f7f708ce5ebeacfc69f72c9fbaaababf6cf4758eaada0c9b", size = 214965 }, - { url = "https://files.pythonhosted.org/packages/27/67/dfa980ac7f0d509d54ea0d5a486d2bb4b80c3f1bb22b66e6a05d3efaf6c0/xxhash-3.6.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:627f0af069b0ea56f312fd5189001c24578868643203bca1abbc2c52d3a6f3ca", size = 448484 }, - { url = "https://files.pythonhosted.org/packages/8c/63/8ffc2cc97e811c0ca5d00ab36604b3ea6f4254f20b7bc658ca825ce6c954/xxhash-3.6.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:aa912c62f842dfd013c5f21a642c9c10cd9f4c4e943e0af83618b4a404d9091a", size = 196162 }, - { url = "https://files.pythonhosted.org/packages/4b/77/07f0e7a3edd11a6097e990f6e5b815b6592459cb16dae990d967693e6ea9/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:b465afd7909db30168ab62afe40b2fcf79eedc0b89a6c0ab3123515dc0df8b99", size = 213007 }, - { url = "https://files.pythonhosted.org/packages/ae/d8/bc5fa0d152837117eb0bef6f83f956c509332ce133c91c63ce07ee7c4873/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:a881851cf38b0a70e7c4d3ce81fc7afd86fbc2a024f4cfb2a97cf49ce04b75d3", size = 200956 }, - { url = "https://files.pythonhosted.org/packages/26/a5/d749334130de9411783873e9b98ecc46688dad5db64ca6e04b02acc8b473/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:9b3222c686a919a0f3253cfc12bb118b8b103506612253b5baeaac10d8027cf6", size = 213401 }, - { url = "https://files.pythonhosted.org/packages/89/72/abed959c956a4bfc72b58c0384bb7940663c678127538634d896b1195c10/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:c5aa639bc113e9286137cec8fadc20e9cd732b2cc385c0b7fa673b84fc1f2a93", size = 417083 }, - { url = "https://files.pythonhosted.org/packages/0c/b3/62fd2b586283b7d7d665fb98e266decadf31f058f1cf6c478741f68af0cb/xxhash-3.6.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5c1343d49ac102799905e115aee590183c3921d475356cb24b4de29a4bc56518", size = 193913 }, - { url = "https://files.pythonhosted.org/packages/9a/9a/c19c42c5b3f5a4aad748a6d5b4f23df3bed7ee5445accc65a0fb3ff03953/xxhash-3.6.0-cp314-cp314t-win32.whl", hash = "sha256:5851f033c3030dd95c086b4a36a2683c2ff4a799b23af60977188b057e467119", size = 31586 }, - { url = "https://files.pythonhosted.org/packages/03/d6/4cc450345be9924fd5dc8c590ceda1db5b43a0a889587b0ae81a95511360/xxhash-3.6.0-cp314-cp314t-win_amd64.whl", hash = "sha256:0444e7967dac37569052d2409b00a8860c2135cff05502df4da80267d384849f", size = 32526 }, - { url = "https://files.pythonhosted.org/packages/0f/c9/7243eb3f9eaabd1a88a5a5acadf06df2d83b100c62684b7425c6a11bcaa8/xxhash-3.6.0-cp314-cp314t-win_arm64.whl", hash = "sha256:bb79b1e63f6fd84ec778a4b1916dfe0a7c3fdb986c06addd5db3a0d413819d95", size = 28898 }, - { url = "https://files.pythonhosted.org/packages/93/1e/8aec23647a34a249f62e2398c42955acd9b4c6ed5cf08cbea94dc46f78d2/xxhash-3.6.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0f7b7e2ec26c1666ad5fc9dbfa426a6a3367ceaf79db5dd76264659d509d73b0", size = 30662 }, - { url = "https://files.pythonhosted.org/packages/b8/0b/b14510b38ba91caf43006209db846a696ceea6a847a0c9ba0a5b1adc53d6/xxhash-3.6.0-pp311-pypy311_pp73-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:5dc1e14d14fa0f5789ec29a7062004b5933964bb9b02aae6622b8f530dc40296", size = 41056 }, - { url = "https://files.pythonhosted.org/packages/50/55/15a7b8a56590e66ccd374bbfa3f9ffc45b810886c8c3b614e3f90bd2367c/xxhash-3.6.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:881b47fc47e051b37d94d13e7455131054b56749b91b508b0907eb07900d1c13", size = 36251 }, - { url = "https://files.pythonhosted.org/packages/62/b2/5ac99a041a29e58e95f907876b04f7067a0242cb85b5f39e726153981503/xxhash-3.6.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c6dc31591899f5e5666f04cc2e529e69b4072827085c1ef15294d91a004bc1bd", size = 32481 }, - { url = "https://files.pythonhosted.org/packages/7b/d9/8d95e906764a386a3d3b596f3c68bb63687dfca806373509f51ce8eea81f/xxhash-3.6.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:15e0dac10eb9309508bfc41f7f9deaa7755c69e35af835db9cb10751adebc35d", size = 31565 }, +version = "3.7.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/24/2f/e183a1b407002f5af81822bee18b61cdb94b8670208ef34734d8d2b8ebe9/xxhash-3.7.0.tar.gz", hash = "sha256:6cc4eefbb542a5d6ffd6d70ea9c502957c925e800f998c5630ecc809d6702bae", size = 82022 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/92/49/e4b575b4ed170a7f640c8bd69cfadfa81c7b700191fde5e72228762b9f73/xxhash-3.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cd8ab85c916a58d5c8656ea15e3ce9df836fe2f120a74c296e01d69fab2614b4", size = 33426 }, + { url = "https://files.pythonhosted.org/packages/07/61/40f0155b0b09988eb6cdbfc52652f2f371810b0c58163208cb05667757bd/xxhash-3.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:85f5c0e26d945b5bb475e0a3d95193117498130baa7619357bdc7869c2391b5a", size = 30859 }, + { url = "https://files.pythonhosted.org/packages/12/bd/2902b7aad574e43cd85fd84849cfbce48c52cb02c7d6902b8a2b3f6e668e/xxhash-3.7.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:b7ffeaada9f8699be63d639536b0b60dff73b7d3325b7475c5bc8fdbf4eed47f", size = 193839 }, + { url = "https://files.pythonhosted.org/packages/48/df/343ce8fd09e47ba8fba43b3bad3283ddf0deca799d5a27b084c3aa2ce502/xxhash-3.7.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cee88dfaa6b1b2bfadd3c031fa5f05584870e62fb05dc500942e9900c44fcfda", size = 212896 }, + { url = "https://files.pythonhosted.org/packages/79/cf/703e8422a8b52407864281fb4eb52c605e9f33180413b4458f05de110eba/xxhash-3.7.0-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7426ff0dfa76eb47efc2cc59d4a717bfa9dc9938bff5e49e748bca749f6aa616", size = 235896 }, + { url = "https://files.pythonhosted.org/packages/ed/bc/d4b039edbd426575add5f217abeeb2bf870e2c510d35445df81b4f457901/xxhash-3.7.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:e8ff6ec73110f610425caef3ea875afbfc34caa542f01df3a80f45aadeb9f906", size = 211665 }, + { url = "https://files.pythonhosted.org/packages/42/24/c6f81361796814b92399a88bf079d3b65e617f531819128fcf1bd6ef0571/xxhash-3.7.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0d23fd49fdc5c8af61fb7104f1ad247954499140f6cb6045b3aa5c99dadbbf28", size = 444929 }, + { url = "https://files.pythonhosted.org/packages/a4/db/268012153eb7f6bf2c8a0491fdcde11e093f166990821a2ab754fe95537d/xxhash-3.7.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:12c249621af6d50a05d9f10af894b404157b15819878e18f75fcbb0213a77d07", size = 193271 }, + { url = "https://files.pythonhosted.org/packages/0a/86/1d0d905d659850dad7f59c807c130249fdb204dc6f71f1fb36268f3f3e61/xxhash-3.7.0-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6741564a923f082f3c2941c8bb920462ed5b25eaebdd1e161f162233c9a10bc5", size = 284580 }, + { url = "https://files.pythonhosted.org/packages/1f/52/fc01ca7ff425a9bdb38d9e3a17f2630447ce3b45d45a929a6cd94d469334/xxhash-3.7.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:c4fd8acc6e32596350619896feb372033c0920975992d29837c32853bb1feacd", size = 210193 }, + { url = "https://files.pythonhosted.org/packages/ec/96/122e0c6a3537a54b30752031dca557182576bae1a4171c0be8c532c84496/xxhash-3.7.0-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:646a69b56d8145d85f7fd2289d14fba07880c8a5bda406aa256b407481a61f35", size = 241094 }, + { url = "https://files.pythonhosted.org/packages/d8/17/92e33338db8c18add33a46b56c2b7d5dcc6cc2ac076c45389f6017b1bf37/xxhash-3.7.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:11dd69b1a34b7b9af29012f390825b0cdb0617c0966560e227ca74daa7478ba9", size = 197721 }, + { url = "https://files.pythonhosted.org/packages/c7/04/fd4114a0820913f336bef5c82ef851bde8d06270982ebd7b2a859961bbf2/xxhash-3.7.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:01cf5c5333aed26cc8d5eea33b8d6398e085e365a704b7372fabdf7ab06441a9", size = 210073 }, + { url = "https://files.pythonhosted.org/packages/dd/eb/a2472b8b81cd576a9af3a4889ad8ba5784e8c5a04592587056cdaededd6c/xxhash-3.7.0-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:f1e65d52c2d526734abecb98372c256b7eacce8fdc42e0df8570417fb39e2772", size = 274960 }, + { url = "https://files.pythonhosted.org/packages/3d/d3/493afc544aae50b5fb2844ceaeb3697283bb59695db1a7cb40448636de05/xxhash-3.7.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:8ff00fcc3eb436617ed8556cf15daf76c2b501248361a065625a588af78a0a02", size = 413113 }, + { url = "https://files.pythonhosted.org/packages/50/6a/002800845a22bff32bcf5fd09caceb4d3f5c3da6b754c46edb9743ce908b/xxhash-3.7.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b5cd29840505631c6f7dbb8a5d34b742b5e6bbda38fe0b9f54e825f3ea6b61dc", size = 190677 }, + { url = "https://files.pythonhosted.org/packages/f4/0f/86ee514622a381c0dc49167c8d431a22aa93518a4063559c3e36e4b82bc8/xxhash-3.7.0-cp310-cp310-win32.whl", hash = "sha256:5bf2f1940499839b39fef1561b5ecb6ede9ac34ef4457474e1337fc7ef07c2f3", size = 30627 }, + { url = "https://files.pythonhosted.org/packages/86/45/2ef2310803efb4a2d07844e8098d797e25702024793aa2e85858623a43b5/xxhash-3.7.0-cp310-cp310-win_amd64.whl", hash = "sha256:d41fcda2fa8ca682ebca134a2f2dc02575ba549267585597e73061565795f475", size = 31463 }, + { url = "https://files.pythonhosted.org/packages/9e/75/40dbf8f142baf8993c38cd988c8d8f51fe0c51e6c84c5769a3c0280a651d/xxhash-3.7.0-cp310-cp310-win_arm64.whl", hash = "sha256:a845a59664d5c531525a467470220f8edc37959e0a6f8e734ffb6654da5c4bee", size = 27747 }, + { url = "https://files.pythonhosted.org/packages/3b/f4/7bd35089ff1f8e2c96baa2dce05775a122aacd2e3830a73165e27a4d0848/xxhash-3.7.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:fdc7d06929ae28dda98297a18eef7b0fd38991a3b405d8d7b55c9ef24c296958", size = 33423 }, + { url = "https://files.pythonhosted.org/packages/a3/26/4e00c88a6a2c8a759cfb77d2a9a405f901e8aa66e60ef1fd0aeb35edda48/xxhash-3.7.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ea6daa712f4e094a30830cf01e9b47d03b24d05cc9dab8609f0d9a9db8454712", size = 30857 }, + { url = "https://files.pythonhosted.org/packages/82/2f/eeb942c17a5a761a8f01cb9180a0b76bfb62a2c39e6f46b1f9001899027a/xxhash-3.7.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:9e6c0d843f1daf85ea23aeb053579135552bde575b7b98af20bfc667b6e4548d", size = 194702 }, + { url = "https://files.pythonhosted.org/packages/0e/fd/96f132c08b1e5951c68691d3b9ec351ec2edc028f6a01fcd294f46b9d9f0/xxhash-3.7.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:363c139bf15e1ac5f136b981d3c077eb551299b1effede7f12faa010b8590a60", size = 213613 }, + { url = "https://files.pythonhosted.org/packages/82/89/d4e92b796c5ed052d29ed324dbfc1dc1188e0c4bf64bebbf0f8fc20698df/xxhash-3.7.0-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:a778b25874cb0f862eaab5986bff4ca49ffb0def7c0a34c237b948b3c6c775b2", size = 236726 }, + { url = "https://files.pythonhosted.org/packages/40/f1/81fc4361921dc6e557a9c60cb3712f36d244d06eeeb71cd2f4252ac42678/xxhash-3.7.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3e1860f1e43d40e9d904cf22d93e587ea42e010ebce4160877e46bcab4bc232a", size = 212443 }, + { url = "https://files.pythonhosted.org/packages/6a/d0/afeddd4cff50a332f50d4b8a2e8857673153ab0564ef472fcdeb0b5430df/xxhash-3.7.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:9122ad6f867c4a0f5e655f5c3bdf89103852009dbb442a3d23e688b9e699e800", size = 445793 }, + { url = "https://files.pythonhosted.org/packages/f7/d0/3c91e4e6a05ca4d7df8e39ec3a75b713609258ec84705ab34be6430826a1/xxhash-3.7.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d7d9110d0c3fb02679972837a033251fd186c529aa62f19c132fc909c74052b8", size = 193937 }, + { url = "https://files.pythonhosted.org/packages/4e/3a/a6b0772d9801dd4bea4ca4fd34734d6e9b51a711c8a611a24a79de26a878/xxhash-3.7.0-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:347a93f2b4ce67ce61959665e32a7447c380f8347e55e100daa23766baacf0e5", size = 285188 }, + { url = "https://files.pythonhosted.org/packages/6c/f8/cf8e31fd7282230fe7367cd501a2e75b4b67b222bfc7eacccfc20d2652cb/xxhash-3.7.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:acbb48679ddf3852c45280c10ff10d52ca2cd1da2e552fb81db1ff786c75d0e4", size = 210966 }, + { url = "https://files.pythonhosted.org/packages/cc/f0/fd36cc4a81bf52ee5633275daae2b93dd958aace67fd4f5d466ec83b5f35/xxhash-3.7.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:fe14c356f8b23ad811dc026077a6d4abccdaa7bce5ca98579605550657b6fcfb", size = 241994 }, + { url = "https://files.pythonhosted.org/packages/08/e1/67f5d9c9369be42eaf99ba02c01bf14c5ecd67087b02567960bfcee43b63/xxhash-3.7.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:f420ad3d41e38194353a498bbc9561fd5a9973a27b536ce46d8583479cf44335", size = 198707 }, + { url = "https://files.pythonhosted.org/packages/50/17/a4c865ca22d2da6b1bc7d739bf88cab209533cf52ba06ca9da27c3039bee/xxhash-3.7.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:693d02c6dc7d1aa0a45921d54cd8c1ff629e09dfdc2238471507af1f7a1c6f04", size = 210917 }, + { url = "https://files.pythonhosted.org/packages/49/8b/453b35810d697abac3c96bde3528bece685869227da274eb80a4a4d4a119/xxhash-3.7.0-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:14bf7a54e43825ec131ee7fe3c60e142e7c2c1e676ad0f93fc893432d15414af", size = 275772 }, + { url = "https://files.pythonhosted.org/packages/b5/ad/4eed7eab07fd3ee6678f416190f0413d097ab5d7c1278906bf1e9549d789/xxhash-3.7.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:ae3a39a4d96bdb6f8d154fd7f490c4ad06f0532fcd2bb656052a9a7762cf5d31", size = 414068 }, + { url = "https://files.pythonhosted.org/packages/d3/4e/fd6f8a680ba248fdb83054fa71a8bfa3891225200de1708b888ef2c49829/xxhash-3.7.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1cc07c639e3a77ef1d32987464d3e408565b8a3be57b545d3542b191054d9923", size = 191459 }, + { url = "https://files.pythonhosted.org/packages/50/7c/8cb34b3bed4f44ca6827a534d50833f9bc6c006e83b0eb410ac9fa0793bd/xxhash-3.7.0-cp311-cp311-win32.whl", hash = "sha256:3281ba1d1e60ee7a382a7b958513ba03c2c0d5fcbd9a6f7517c0a81251a23422", size = 30628 }, + { url = "https://files.pythonhosted.org/packages/0b/47/a49767bd7b40782bedae9ff0721bfe1d7e4dd9dc1585dea684e57ba67c20/xxhash-3.7.0-cp311-cp311-win_amd64.whl", hash = "sha256:a7f25baec4c5d851d40718d6fae52285b31683093d4ff5207e63ab306ccf14a5", size = 31461 }, + { url = "https://files.pythonhosted.org/packages/7c/c6/3957bfacfb706bd687be246dfa8dd60f8df97c44186d229f7fd6e26c4b7e/xxhash-3.7.0-cp311-cp311-win_arm64.whl", hash = "sha256:4c2454448ce847c72635827bb75c15c5a3434b03ee1afd28cb6dc6fb2597d830", size = 27746 }, + { url = "https://files.pythonhosted.org/packages/f2/8a/51a14cdef4728c6c2337db8a7d8704422cc65676d9199d77215464c880af/xxhash-3.7.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:082c87bfdd2b9f457606c7a4a53457f4c4b48b0cdc48de0277f4349d79bb3d7a", size = 33357 }, + { url = "https://files.pythonhosted.org/packages/b9/1b/0c2c933809421ffd9bf42b59315552c143c755db5d9a816b2f1ae273e884/xxhash-3.7.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5e7ce913b61f35b0c1c839a49ac9c8e75dd8d860150688aed353b0ce1bf409d8", size = 30869 }, + { url = "https://files.pythonhosted.org/packages/03/a8/89d5fdd6ee12d70ba99451de46dd0e8010167468dcd913ec855653f4dd50/xxhash-3.7.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:3beb1de3b1e9694fcdd853e570ee64c631c7062435d2f8c69c1adf809bc086f0", size = 194100 }, + { url = "https://files.pythonhosted.org/packages/87/ee/2f9f2ed993e77206d1e66991290a1ebe22e843351ca3ebec8e49e01ba186/xxhash-3.7.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f3e7b689c3bce16699efcf736066f5c6cc4472c3840fe4b22bd8279daf4abdac", size = 212977 }, + { url = "https://files.pythonhosted.org/packages/de/60/5a91644615a9e9d4e42c2e9925f1908e3a24e4e691d9de7340d565bea024/xxhash-3.7.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:a6545e6b409e3d5cbafc850fb84c55a1ca26ed15a6b11e3bf07a0e0cd84517c8", size = 236373 }, + { url = "https://files.pythonhosted.org/packages/22/c0/f3a9384eaaed9d14d4d062a5d953aa0da489bfe9747877aa994caa87cd0b/xxhash-3.7.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:31ab1461c77a11461d703c88eb949e132a1c6515933cf675d97ec680f4bd18de", size = 212229 }, + { url = "https://files.pythonhosted.org/packages/2e/67/02f07a9fd79726804190f2172c4894c3ed9a4ebccaca05653c84beb58025/xxhash-3.7.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:7c4d596b7676f811172687ec567cbafb9e4dea2f9be1bbb4f622410cb7f40f40", size = 445462 }, + { url = "https://files.pythonhosted.org/packages/40/37/558f5a90c0672fc9b4402dc25d87ac5b7406616e8969430c9ca4e52ee74d/xxhash-3.7.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:13805f0461cba0a857924e70ff91ae6d52d2598f79a884e788db80532614a4a1", size = 193932 }, + { url = "https://files.pythonhosted.org/packages/d5/90/aaa09cd58661d32044dbbad7df55bbe22a623032b810e7ed3b8c569a2a6f/xxhash-3.7.0-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:1d398f372496152f1c6933a33566373f8d1b37b98b8c9d608fa6edc0976f23b2", size = 284807 }, + { url = "https://files.pythonhosted.org/packages/d6/f3/53df3719ab127a02c174f0c1c74924fcd110866e89c966bc7909cfa8fa84/xxhash-3.7.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d610aa62cdb7d4d497740741772a24a794903bf3e79eaa51d2e800082abe11e5", size = 210445 }, + { url = "https://files.pythonhosted.org/packages/72/33/d219975c0e8b6fa2eb9ccd486fe47e21bf1847985b878dd2fbc3126e0d5c/xxhash-3.7.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:073c23900a9fbf3d26616c17c830db28af9803677cd5b33aea3224d824111514", size = 241273 }, + { url = "https://files.pythonhosted.org/packages/3e/50/49b1afe610eb3964cedcb90a4d4c3d46a261ee8669cbd4f060652619ae3c/xxhash-3.7.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:418a463c3e6a590c0cdc890f8be19adb44a8c8acd175ca5b2a6de77e61d0b386", size = 197950 }, + { url = "https://files.pythonhosted.org/packages/c6/75/5f42a1a4c78717d906a4b6a140c6dbf837ab1f547a54d23c4e2903310936/xxhash-3.7.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:03f8ff4474ee61c845758ce00711d7087a770d77efb36f7e74a6e867301000b8", size = 210709 }, + { url = "https://files.pythonhosted.org/packages/8a/85/237e446c25abced71e9c53d269f2cef5bab8a82b3f88a12e00c5368e7368/xxhash-3.7.0-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:44fba4a5f1d179b7ddc7b3dc40f56f9209046421679b57025d4d8821b376fd8d", size = 275345 }, + { url = "https://files.pythonhosted.org/packages/62/34/c2c26c0a6a9cc739bc2a5f0ae03ba8b87deb12b8bce35f7ac495e790dc6d/xxhash-3.7.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:31e3516a0f829d06ded4a2c0f3c7c5561993256bfa1c493975fb9dc7bfa828a1", size = 414056 }, + { url = "https://files.pythonhosted.org/packages/a0/aa/5c58e9bc8071b8afd8dcf297ff362f723c4892168faba149f19904132bf4/xxhash-3.7.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b59ee2ac81de57771a09ecad09191e840a1d2fae1ef684208320591055768f83", size = 191485 }, + { url = "https://files.pythonhosted.org/packages/d4/69/a929cf9d1e2e65a48b818cdce72cb6b69eab2e6877f21436d0a1942aff43/xxhash-3.7.0-cp312-cp312-win32.whl", hash = "sha256:74bbd92f8c7fcc397ba0a11bfdc106bc72ad7f11e3a60277753f87e7532b4d81", size = 30671 }, + { url = "https://files.pythonhosted.org/packages/b9/1b/104b41a8947f4e1d4a66ce1e628eea752f37d1890bfd7453559ca7a3d950/xxhash-3.7.0-cp312-cp312-win_amd64.whl", hash = "sha256:7bd7bc82dd4f185f28f35193c2e968ef46131628e3cac62f639dadf321cba4d1", size = 31514 }, + { url = "https://files.pythonhosted.org/packages/98/a0/1fd0ea1f1b886d9e7c73f0397571e22333a7d79e31da6d7127c2a4a71d75/xxhash-3.7.0-cp312-cp312-win_arm64.whl", hash = "sha256:7d7148180ec99ba36585b42c8c5de25e9b40191613bc4be68909b4d25a77a852", size = 27761 }, + { url = "https://files.pythonhosted.org/packages/c1/ca/d5174b4c36d10f64d4ca7050563138c5a599efb01a765858ddefc9c1202a/xxhash-3.7.0-cp313-cp313-android_21_arm64_v8a.whl", hash = "sha256:4b6d6b33f141158692bd4eafbb96edbc5aa0dabdb593a962db01a91983d4f8fa", size = 36813 }, + { url = "https://files.pythonhosted.org/packages/41/d0/abc6c9d347ba1f1e1e1d98125d0881a0452c7f9a76a9dd03a7b5d2197f23/xxhash-3.7.0-cp313-cp313-android_21_x86_64.whl", hash = "sha256:845d347df254d6c619f616afa921331bada8614b8d373d58725c663ba97c3605", size = 35121 }, + { url = "https://files.pythonhosted.org/packages/bf/11/4cc834eb3d79f2f2b3a6ef7324195208bcdfbdcf7534d2b17267aa5f3a8f/xxhash-3.7.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:fddbbb69a6fff4f421e7a0d1fa28f894b20112e9e3fab306af451e2dfd0e459b", size = 29624 }, + { url = "https://files.pythonhosted.org/packages/23/83/e97d3e7b635fe73a1dfb1e91f805324dd6d930bb42041cbf18f183bc0b6d/xxhash-3.7.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:54876a4e45101cec2bf8f31a973cda073a23e2e108538dad224ba07f85f22487", size = 30638 }, + { url = "https://files.pythonhosted.org/packages/f4/40/d84951d80c35db1f4c40a29a64a8520eea5d56e764c603906b4fe763580f/xxhash-3.7.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:0c72fe9c7e3d6dfd7f1e21e224a877917fa09c465694ba4e06464b9511b65544", size = 33323 }, + { url = "https://files.pythonhosted.org/packages/89/cc/c7dc6558d97e9ab023f663d69ab28b340ed9bf4d2d94f2c259cf896bb354/xxhash-3.7.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:a6d73a830b17ef49bc04e00182bd839164c1b3c59c127cd7c54fcb10c7ed8ee8", size = 33362 }, + { url = "https://files.pythonhosted.org/packages/2a/6e/46b84017b1301d54091430353d4ad5901654a3e0871649877a416f7f1644/xxhash-3.7.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:91c3b07cf3362086d8f126c6aecd8e5e9396ad8b2f2219ea7e49a8250c318acd", size = 30874 }, + { url = "https://files.pythonhosted.org/packages/df/5e/8f9158e3ab906ad3fec51e09b5ea0093e769f12207bfa42a368ca204e7ab/xxhash-3.7.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:50e879ebbac351c81565ca108db766d7832f5b8b6a5b14b8c0151f7190028e3d", size = 194185 }, + { url = "https://files.pythonhosted.org/packages/f3/29/a804ded9f5d3d3758292678d23e7528b08fda7b7e750688d08b052322475/xxhash-3.7.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:921c14e93817842dd0dd9f372890a0f0c72e534650b6ab13c5be5cd0db11d47e", size = 213033 }, + { url = "https://files.pythonhosted.org/packages/8b/91/1ce5a7d2fdc975267320e2c78fc1cecfe7ab735ccbcf6993ec5dd541cb2c/xxhash-3.7.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e64a7c9d7dfca3e0fafcbc5e455519090706a3e36e95d655cec3e04e79f95aaa", size = 236140 }, + { url = "https://files.pythonhosted.org/packages/34/04/fd595a4fd8617b05fa27bd9b684ecb4985bfed27917848eea85d54036d06/xxhash-3.7.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2220af08163baf5fa36c2b8af079dc2cbe6e66ae061385267f9472362dfd53c6", size = 212291 }, + { url = "https://files.pythonhosted.org/packages/03/fb/f1a379cbc372ae5b9f4ab36154c48a849ca6ebe3ac477067a57865bf3bc6/xxhash-3.7.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f14bb8b22a4a91325813e3d553b8963c10cf8c756cff65ee50c194431296c655", size = 445532 }, + { url = "https://files.pythonhosted.org/packages/65/59/172424b79f8cfd4b6d8a122b2193e6b8ad4b11f7159bb3b6f9b3191329bb/xxhash-3.7.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:496736f86a9bedaf64b0dc70e3539d0766df01c71ea22032698e88f3f04a1ce9", size = 193990 }, + { url = "https://files.pythonhosted.org/packages/b9/19/aeac22161d953f139f07ba5586cb4a17c5b7b6dff985122803bb12933500/xxhash-3.7.0-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:0ff71596bd79816975b3de7130ab1ff4541410285a3c084584eeb1c8239996fd", size = 284876 }, + { url = "https://files.pythonhosted.org/packages/77/d5/4fd0b59e7a02242953da05ff679fbb961b0a4368eac97a217e11dae110c1/xxhash-3.7.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1ad86695c19b1d46fe106925db3c7a37f16be37669dcf58dcc70a9dd6e324676", size = 210495 }, + { url = "https://files.pythonhosted.org/packages/aa/fb/976a3165c728c7faf74aa1b5ab3cf6a85e6d731612894741840524c7d28c/xxhash-3.7.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:970f9f8c50961d639cbd0d988c96f80ddf66006de93641719282c4fe7a87c5e6", size = 241331 }, + { url = "https://files.pythonhosted.org/packages/4a/2c/6763d5901d53ac9e6ba296e5717ae599025c9d268396e8faa8b4b0a8e0ac/xxhash-3.7.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:5886ad85e9e347911783760a1d16cb6b393e8f9e3b52c982568226cb56927bdc", size = 198037 }, + { url = "https://files.pythonhosted.org/packages/61/2b/876e722d533833f5f9a83473e6ba993e48745701096944e77bbecf29b2c3/xxhash-3.7.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:6e934bbae1e0ec74e27d5f0d7f37ef547ce5ff9f0a7e63fb39e559fc99526734", size = 210744 }, + { url = "https://files.pythonhosted.org/packages/21/e6/d7e7baef7ce24166b4668d3c48557bb35a23b92ecadcac7e7718d099ab69/xxhash-3.7.0-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:3b6b3d28228af044ebcded71c4a3dd86e1dbd7e2f4645bf40f7b5da65bb5fb5a", size = 275406 }, + { url = "https://files.pythonhosted.org/packages/92/fe/198b3763b2e01ca908f2154969a2352ec99bda892b574a11a9a151c5ede4/xxhash-3.7.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:6be4d70d9ab76c9f324ead9c01af6ff52c324745ea0c3731682a0cf99720f1fe", size = 414125 }, + { url = "https://files.pythonhosted.org/packages/3a/6d/019a11affd5a5499137cacca53808659964785439855b5aa40dfd3412916/xxhash-3.7.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:151d7520838d4465461a0b7f4ae488b3b00de16183dd3214c1a6b14bf89d7fb6", size = 191555 }, + { url = "https://files.pythonhosted.org/packages/76/21/b96d58568df2d01533244c3e0e5cbdd0c8b2b25c4bec4d72f19259a292d7/xxhash-3.7.0-cp313-cp313-win32.whl", hash = "sha256:d798c1e291bffb8e37b5bbe0dda77fc767cd19e89cadaf66e6ed5d0ff88c9fe6", size = 30668 }, + { url = "https://files.pythonhosted.org/packages/99/57/d849a8d3afa1f8f4bc6a831cd89f49f9706fbbad94d2975d6140a171988c/xxhash-3.7.0-cp313-cp313-win_amd64.whl", hash = "sha256:875811ba23c543b1a1c3143c926e43996eb27ebb8f52d3500744aa608c275aed", size = 31524 }, + { url = "https://files.pythonhosted.org/packages/81/52/bacc753e92dee78b058af8dcef0a50815f5f860986c664a92d75f965b6a5/xxhash-3.7.0-cp313-cp313-win_arm64.whl", hash = "sha256:54a675cb300dda83d71daae2a599389d22db8021a0f8db0dd659e14626eb3ecc", size = 27768 }, + { url = "https://files.pythonhosted.org/packages/1c/47/ddbd683b7fc7e592c1a8d9d65f73ce9ab513f082b3967eee2baf549b8fc6/xxhash-3.7.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:a3b19a42111c4057c1547a4a1396a53961dca576a0f6b82bfa88a2d1561764b2", size = 33576 }, + { url = "https://files.pythonhosted.org/packages/07/f2/36d3310161db7f72efb4562aadde0ed429f1d0531782dd6345b12d2da527/xxhash-3.7.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:8f4608a06e4d61b7a3425665a46d00e0579122e1a2fae97a0c52953a3aad9aa3", size = 31123 }, + { url = "https://files.pythonhosted.org/packages/0d/3f/75937a5c69556ed213021e43cbedd84c8e0279d0d74e7d41a255d84ba4b1/xxhash-3.7.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:ad37c7792479e49cf96c1ab25517d7003fe0d93687a772ba19a097d235bbe41e", size = 196491 }, + { url = "https://files.pythonhosted.org/packages/22/29/f10d7ff8c7a733d4403a43b9de18c8fabc005f98cec054644f04418659ee/xxhash-3.7.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dc026e3b89d98e30a8288c95cb696e77d150b3f0fb7a51f73dcd49ee6b5577fa", size = 215793 }, + { url = "https://files.pythonhosted.org/packages/8b/fd/778f60aa295f58907938f030a8b514611f391405614a525cccd2ffc00eb5/xxhash-3.7.0-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:c9b31ab1f28b078a6a1ac1a54eb35e7d5390deddd56870d0be3a0a733d1c321c", size = 237993 }, + { url = "https://files.pythonhosted.org/packages/70/f5/736db5de387b4a540e37a05b84b40dc58a1ce974bfd2b4e5754ce29b68c3/xxhash-3.7.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3bb5fd680c038fd5229e44e9c493782f90df9bef632fd0499d442374688ff70b", size = 214887 }, + { url = "https://files.pythonhosted.org/packages/4d/aa/09a095f22fdb9a27fbb716841fbff52119721f9ca4261952d07a912f7839/xxhash-3.7.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:030c0fd688fce3569fbb49a2feefd4110cbb0b650186fb4610759ecfac677548", size = 448407 }, + { url = "https://files.pythonhosted.org/packages/74/8a/b745efeeca9e34a91c26fdc97ad8514c43d5a81ac78565cba80a1353870a/xxhash-3.7.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5b1bde10324f4c31812ae0d0502e92d916ae8917cad7209353f122b8b8f610c3", size = 196119 }, + { url = "https://files.pythonhosted.org/packages/8a/5c/0cfceb024af90c191f665c7933b1f318ee234f4797858383bebd1881d52f/xxhash-3.7.0-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:503722d52a615f2604f5e7611de7d43878df010dc0053094ef91cb9a9ac3d987", size = 286751 }, + { url = "https://files.pythonhosted.org/packages/0b/0a/0793e405dc3cf8f4ebe2c1acec1e4e4608cd9e7e50ea691dabbc2a95ccbb/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:c72500a3b6d6c30ebfc135035bcace9eb5884f2dc220804efcaaba43e9f611dd", size = 212961 }, + { url = "https://files.pythonhosted.org/packages/0c/7e/721118ffc63bfff94aa565bcf2555a820f9f4bdb0f001e0d609bdfad70de/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:43475925a766d01ca8cd9a857fd87f3d50406983c8506a4c07c4df12adcc867f", size = 243703 }, + { url = "https://files.pythonhosted.org/packages/6e/18/16f6267160488b8276fd3d449d425712512add292ba545c1b6946bfdb7dd/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:8d09dfd2ab135b985daf868b594315ebe11ad86cd9fea46e6c69f19b28f7d25a", size = 200894 }, + { url = "https://files.pythonhosted.org/packages/2d/94/80ba841287fd97e3e9cac1d228788c8ef623746f570404961eec748ecb5c/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:c50269d0055ac1faecfd559886d2cbe4b730de236585aba0e873f9d9dadbe585", size = 213357 }, + { url = "https://files.pythonhosted.org/packages/a1/7e/106d4067130c59f1e18a55ffadcd876d8c68534883a1e02685b29d3d8153/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:1910df4756a5ab58cfad8744fc2d0f23926e3efcc346ee76e87b974abab922f4", size = 277600 }, + { url = "https://files.pythonhosted.org/packages/c5/86/a081dd30da71d720b2612a792bfd55e45fa9a07ac76a0507f60487473c25/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:d006faf3b491957efcb433489be3c149efe4787b7063d5cddb8ddaefdc60e0c1", size = 416980 }, + { url = "https://files.pythonhosted.org/packages/35/29/1a95221a029a3c1293773869e1ab47b07cbbdd82444a42809e8c60156626/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:abb65b4e947e958f7b3b0d71db3ce447d1bc5f37f5eab871ce7223bda8768a04", size = 193840 }, + { url = "https://files.pythonhosted.org/packages/c5/e0/db909dd0823285de2286f67e10ee4d81e96ad35d7d8e964ecb07fccd8af9/xxhash-3.7.0-cp313-cp313t-win32.whl", hash = "sha256:178959906cb1716a1ce08e0d69c82886c70a15a6f2790fc084fdd146ca30cd49", size = 30966 }, + { url = "https://files.pythonhosted.org/packages/7b/ff/d705b15b22f21ee106adce239cb65d35067a158c630b240270f09b17c2e6/xxhash-3.7.0-cp313-cp313t-win_amd64.whl", hash = "sha256:2524a1e20d4c231d13b50f7cf39e44265b055669a64a7a4b9a2a44faa03f19b6", size = 31784 }, + { url = "https://files.pythonhosted.org/packages/a2/1f/b2cf83c3638fd0588e0b17f22e5a9400bdfb1a3e3755324ac0aee2250b88/xxhash-3.7.0-cp313-cp313t-win_arm64.whl", hash = "sha256:37d994d0ffe81ef087bb330d392caa809bb5853c77e22ea3f71db024a0543dba", size = 27932 }, + { url = "https://files.pythonhosted.org/packages/0e/cc/431db584f6fbb9312e40a173af027644e5580d39df1f73603cbb9dca4d6b/xxhash-3.7.0-cp314-cp314-android_24_arm64_v8a.whl", hash = "sha256:8c5fcfd806c335bfa2adf1cd0b3110a44fc7b6995c3a648c27489bae85801465", size = 36644 }, + { url = "https://files.pythonhosted.org/packages/bc/01/255ec513e0a705d1f9a61413e78dfce4e3235203f0ed525a24c2b4b56345/xxhash-3.7.0-cp314-cp314-android_24_x86_64.whl", hash = "sha256:506a0b488f190f0a06769575e30caf71615c898ed93ab18b0dbcb6dec5c3713c", size = 35003 }, + { url = "https://files.pythonhosted.org/packages/68/70/c55fc33c93445b44d8fc5a17b41ed99e3cebe92bcf8396809e63fc9a1165/xxhash-3.7.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:ec68dbba21532c0173a9872298e65c89749f7c9d21538c3a78b5bb6105871568", size = 29655 }, + { url = "https://files.pythonhosted.org/packages/c2/72/ff8de73df000d74467d12a59ce6d6e2b2a368b978d41ab7b1fba5ed442be/xxhash-3.7.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:fa77e7ec1450d415d20129961814787c9abd9a07f98872f070b1fe96c5084611", size = 30664 }, + { url = "https://files.pythonhosted.org/packages/b6/91/08416d9bd9bc3bf39d831abe8a5631ac2db5141dfd6fe81c3fe59a1f9264/xxhash-3.7.0-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:fe32736295ea38e43e7d9424053c8c47c9f64fecfc7c895fb3da9b30b131c9ee", size = 33317 }, + { url = "https://files.pythonhosted.org/packages/0e/3b/86b1caa4dee10a99f4bf9521e623359341c5e50d05158fa10c275b2bd079/xxhash-3.7.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:ab9dd2c83c4bbd63e422181a76f13502d049d3ddcac9a1bdc29196263d692bb8", size = 33457 }, + { url = "https://files.pythonhosted.org/packages/ed/38/98ea14ad1517e1461292a65906951458d520689782bfbae111050145bdba/xxhash-3.7.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:3afec3a336a2286601a437cb07562ab0227685e6fbb9ec17e8c18457ff348ecf", size = 30894 }, + { url = "https://files.pythonhosted.org/packages/61/a2/074654d0b893606541199993c7db70067d9fc63b748e0d60020a52a1bd36/xxhash-3.7.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:565df64437a9390f84465dcca33e7377114c7ede8d05cd2cf20081f831ea788e", size = 194409 }, + { url = "https://files.pythonhosted.org/packages/e2/26/6d2a1afc468189f77ca28c32e1c83e1b9da1178231e05641dbc1b350e332/xxhash-3.7.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:12eca820a5d558633d423bf8bb78ce72a55394823f64089247f788a7e0ae691e", size = 213135 }, + { url = "https://files.pythonhosted.org/packages/8e/0e/d8aecf95e09c42547453137be74d2f7b8b14e08f5177fa2fab6144a19061/xxhash-3.7.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:f262b8f7599516567e070abf607b9af649052b2c4bd6f9be02b0cb41b7024805", size = 236379 }, + { url = "https://files.pythonhosted.org/packages/f2/74/8140e8210536b3dd0cc816c4faaeb5ba6e63e8125ab25af4bcddd6a037b3/xxhash-3.7.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f1598916cb197681e03e601901e4ab96a9a963de398c59d0964f8a6f44a2b361", size = 212447 }, + { url = "https://files.pythonhosted.org/packages/a0/d2/462001d2903b4bee5a5689598a0a55e5e7cd1ac7f4247a5545cff10d3ebb/xxhash-3.7.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:322b2f0622230f526aeb1738149948a7ae357a9e2ceb1383c6fd1fdaecdafa16", size = 445660 }, + { url = "https://files.pythonhosted.org/packages/23/09/2bd1ed7f8689b20e51727952cac8329d50c694dc32b2eba06ba5bc742b37/xxhash-3.7.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:24cc22070880cc57b830a65cde4e65fa884c6d9b28ae4803b5ee05911e7bafba", size = 194076 }, + { url = "https://files.pythonhosted.org/packages/c9/6e/692302cd0a5f4ac4e6289f37fa888dc2e1e07750b68fe3e4bfe939b8cea3/xxhash-3.7.0-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:cb5a888a968b2434abf9ecda357b5d43f10d7b5a6da6fdbbe036208473aff0e2", size = 284990 }, + { url = "https://files.pythonhosted.org/packages/05/d9/e54b159b3d9df7999d2a7c676ce7b323d1b5588a64f8f51ed8172567bd87/xxhash-3.7.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a999771ff97bec27d18341be4f3a36b163bb1ac41ec17bef6d2dabd84acd33c7", size = 210590 }, + { url = "https://files.pythonhosted.org/packages/50/93/0e0df1a3a196ced4ca71de76d65ead25d8e87bbfb87b64306ea47a40c00d/xxhash-3.7.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:ed4a6efe2dee1655adb73e7ad40c6aa955a6892422b1e3b95de6a34de56e3cbb", size = 241442 }, + { url = "https://files.pythonhosted.org/packages/9a/a9/d917a7a814e90b218f8a0d37967105eea91bf752c3303683c99a1f7bfc1f/xxhash-3.7.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:9fd17f14ac0faa12126c2f9ca774a8cf342957265ec3c8669c144e5e6cdb478c", size = 198356 }, + { url = "https://files.pythonhosted.org/packages/89/5e/f2ba1877c39469abbefc72991d6ebdcbd4c0880db01ae8cb1f553b0c537d/xxhash-3.7.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:05fd1254268c59b5cb2a029dfc204275e9fc52de2913f1e53aa8d01442c96b4d", size = 210898 }, + { url = "https://files.pythonhosted.org/packages/90/c6/be56b58e73de531f39a10de1355bb77ceb663900dc4bf2d6d3002a9c3f9e/xxhash-3.7.0-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:a2eae53197c6276d5b317f75a1be226bbf440c20b58bf525f36b5d0e1f657ca6", size = 275519 }, + { url = "https://files.pythonhosted.org/packages/92/e2/17ddc85d5765b9c709f192009ed8f5a1fc876f4eb35bba7c307b5b1169f9/xxhash-3.7.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:bfe6f92e3522dcbe8c4281efd74fa7542a336cb00b0e3272c4ec0edabeaeaf67", size = 414191 }, + { url = "https://files.pythonhosted.org/packages/9c/42/85f5b79f4bf1ec7ba052491164adfd4f4e9519f5dc7246de4fbd64a1bd56/xxhash-3.7.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:7ab9a49c410d8c6c786ab99e79c529938d894c01433130353dd0fe999111077a", size = 191604 }, + { url = "https://files.pythonhosted.org/packages/b8/d0/6127b623aa4cca18d8b7743592b048d689fd6c6e37ff26a22cddf6cd9d7f/xxhash-3.7.0-cp314-cp314-win32.whl", hash = "sha256:040ea63668f9185b92bc74942df09c7e65703deed71431333678fc6e739a9955", size = 31271 }, + { url = "https://files.pythonhosted.org/packages/64/4f/44fc4788568004c43921701cbc127f48218a1eede2c9aea231115323564d/xxhash-3.7.0-cp314-cp314-win_amd64.whl", hash = "sha256:2a61e2a3fb23c892496d587b470dee7fa1b58b248a187719c65ea8e94ec13257", size = 32284 }, + { url = "https://files.pythonhosted.org/packages/6d/77/18bb895eb60a49453d16e17d67990e5caff557c78eafc90ad4e2eabf4570/xxhash-3.7.0-cp314-cp314-win_arm64.whl", hash = "sha256:c7741c7524961d8c0cb4d4c21b28957ff731a3fd5b5cd8b856dc80a40e9e5acc", size = 28701 }, + { url = "https://files.pythonhosted.org/packages/45/a0/46f72244570c550fbbb7db1ef554183dd5ebe9136385f30e032b781ae8f6/xxhash-3.7.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:fc84bf7aa7592f31ec63a3e7b11d624f468a3f19f5238cec7282a42e838ab1d7", size = 33646 }, + { url = "https://files.pythonhosted.org/packages/4a/3a/453846a7eceea11e75def361eed01ec6a0205b9822c19927ed364ccae7cc/xxhash-3.7.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:9f1563fdc8abfc389748e6932c7e4e99c89a53e4ec37d4563c24fc06f5e5644b", size = 31125 }, + { url = "https://files.pythonhosted.org/packages/bd/3e/49434aba738885d512f9e486db1bdd19db28dfa40372b56da26ef7a4e738/xxhash-3.7.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:2d415f18becf6f153046ab6adc97da77e3643a0ee205dae61c4012604113a020", size = 196633 }, + { url = "https://files.pythonhosted.org/packages/a4/e9/006cb6127baeb9f8abe6d15e62faa01349f09b34e2bfd65175b2422d026b/xxhash-3.7.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bb16aa13ed175bc9be5c2491ba031b85a9b51c4ed90e0b3d4ebe63cf3fb54f8e", size = 215899 }, + { url = "https://files.pythonhosted.org/packages/27/e4/cc57d72e66df0ae29b914335f1c6dcf61e8f3746ddf0ae3c471aa4f15e00/xxhash-3.7.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:f9fd595f1e5941b3d7863e4774e4b30caa6731fc34b9277da032295aa5656ee5", size = 238116 }, + { url = "https://files.pythonhosted.org/packages/af/78/3531d4a3fd8a0038cc6be1f265a69c1b3587f557a10b677dd736de2202c1/xxhash-3.7.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1295325c5a98d552333fa53dc2b026b0ef0ec9c8e73ca3a952990b4c7d65d459", size = 215012 }, + { url = "https://files.pythonhosted.org/packages/b4/f6/259fb1eaaec921f59b17203b0daee69829761226d3b980d5191d7723dd83/xxhash-3.7.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3573a651d146912da9daa9e29e5fbc45994420daaa9ef1e2fa5823e1dc485513", size = 448534 }, + { url = "https://files.pythonhosted.org/packages/7b/16/a66d0eaf6a7e68532c07714361ddc904c663ec940f3b028c1ae4a21a7b9d/xxhash-3.7.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5ec1e080a3d02d94ea9335bfab0e3374b877e25411422c18f51a943fa4b46381", size = 196217 }, + { url = "https://files.pythonhosted.org/packages/8d/ef/d2efc7fc51756dc52509109d1a25cefc859d74bc4b19a167b12dbd8c2786/xxhash-3.7.0-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:84415265192072d8638a3afc3c1bc5995e310570cd9acb54dc46d3939e364fe0", size = 286906 }, + { url = "https://files.pythonhosted.org/packages/fc/67/25decd1d4a4018582ec4db2a868a2b7e40640f4adb20dfeb19ac923aa825/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8d4dea659b57443989ef32f4295104fd6912c73d0bf26d1d148bb88a9f159b02", size = 213057 }, + { url = "https://files.pythonhosted.org/packages/0d/5d/17651eb29d06786cdc40c60ae3d27d645aa5d61d2eca6237a7ba0b94789b/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:05ece0fe4d9c9c2728912d1981ae1566cfc83a011571b24732cbf76e1fb70dca", size = 243886 }, + { url = "https://files.pythonhosted.org/packages/8a/d4/174d9cf7502243d586e6a9ae842b1ae23026620995114f85f1380e588bc9/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:fd880353cf1ffaf321bc18dd663e111976dbd0d3bbd8a66d58d2b470dfa7f396", size = 201015 }, + { url = "https://files.pythonhosted.org/packages/91/8c/2254e2d06c3ac5e6fe22eaf3da791b87ea823ae9f2c17b4af66755c5752d/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:4e15cc9e2817f6481160f930c62842b3ff419e20e13072bcbab12230943092bc", size = 213457 }, + { url = "https://files.pythonhosted.org/packages/79/a2/e3daa762545921173e3360f3b4ff7fc63c2d27359f7230ec1a7a74e117f6/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:90b9d1a8bd37d768ffc92a1f651ec69afc532a96fa1ac2ea7abbed5d630b3237", size = 277738 }, + { url = "https://files.pythonhosted.org/packages/e1/4c/e186da2c46b87f5204640e008d42730bf3c1ee9f0efb71ae1ebcdfeac681/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:157c49475b34ecea8809e51123d9769a534e139d1247942f7a4bc67710bb2533", size = 417127 }, + { url = "https://files.pythonhosted.org/packages/17/28/3798e15007a3712d0da3d3fe70f8e11916569858b5cc371053bc26270832/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5a6ddec83325685e729ca119d1f5c518ec39294212ecd770e60693cdc5f7eb79", size = 193962 }, + { url = "https://files.pythonhosted.org/packages/ad/95/a26baa93b5241fd7630998816a4ec47a5a0bad193b3f8fc8f3593e1a4a67/xxhash-3.7.0-cp314-cp314t-win32.whl", hash = "sha256:a04a6cab47e2166435aaf5b9e5ee41d1532cc8300efdef87f2a4d0acb7db19ed", size = 31643 }, + { url = "https://files.pythonhosted.org/packages/44/36/5454f13c447e395f9b06a3e91274c59f503d31fad84e1836efe3bdb71f6a/xxhash-3.7.0-cp314-cp314t-win_amd64.whl", hash = "sha256:8653dd7c2eda020545bb2c71c7f7039b53fe7434d0fc1a0a9deb79ab3f1a4fc1", size = 32522 }, + { url = "https://files.pythonhosted.org/packages/74/35/698e7e3ff38e22992ea24870a511d8762474fb6783627a2910ff22a185c2/xxhash-3.7.0-cp314-cp314t-win_arm64.whl", hash = "sha256:468f0fc114faaa4b36699f8e328bbc3bb11dc418ba94ac52c26dd736d4b6c637", size = 28807 }, + { url = "https://files.pythonhosted.org/packages/54/c1/e57ac7317b1f58a92bab692da6d497e2a7ce44735b224e296347a7ecc754/xxhash-3.7.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:ad3aa71e12ee634f22b39a0ff439357583706e50765f17f05550f92dbf128a23", size = 31232 }, + { url = "https://files.pythonhosted.org/packages/4f/4e/075559bd712bc62e84915ea46bbee859f935d285659082c129bdbff679dd/xxhash-3.7.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:5de686e73690cdaf72b96d4fa083c230ec9020bcc2627ce6316138e2cf2fe2d1", size = 28553 }, + { url = "https://files.pythonhosted.org/packages/92/ca/a9c78cb384d4b033b0c58196bd5c8509873cabe76389e195127b0302a741/xxhash-3.7.0-pp311-pypy311_pp73-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:7fbec49f5341bbdea0c471f7d1e2fb41ae8925af9b6f28025c28defd8eb94274", size = 41109 }, + { url = "https://files.pythonhosted.org/packages/bd/b1/dfe2629f7c77eb2fa234c72ff537cdd64939763df704e256446ed364a16d/xxhash-3.7.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48b542c347c2089f43dc5a6db31d2a6f3cdb04ee33505ec6e9f653834dbb0bde", size = 36307 }, + { url = "https://files.pythonhosted.org/packages/e7/f7/5a484afce0f48dd8083208b42e4911f290a82c7b52458ef2927e4d421a45/xxhash-3.7.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a169a036bed0995e090d1493b283cc2cc8a6f5046821086b843abefff80643bc", size = 32534 }, + { url = "https://files.pythonhosted.org/packages/0f/5f/4acfcd490db9780cf36c58534d828003c564cde5350220a1c783c4d10776/xxhash-3.7.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:ec101643395d7f21405b640f728f6f627e6986557027d740f2f9b220955edafe", size = 31552 }, ] [[package]] @@ -4039,9 +4137,9 @@ wheels = [ [[package]] name = "zipp" -version = "3.23.0" +version = "3.23.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/e3/02/0f2892c661036d50ede074e376733dca2ae7c6eb617489437771209d4180/zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166", size = 25547 } +sdist = { url = "https://files.pythonhosted.org/packages/30/21/093488dfc7cc8964ded15ab726fad40f25fd3d788fd741cc1c5a17d78ee8/zipp-3.23.1.tar.gz", hash = "sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110", size = 25965 } wheels = [ - { url = "https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e", size = 10276 }, + { url = "https://files.pythonhosted.org/packages/08/8a/0861bec20485572fbddf3dfba2910e38fe249796cb73ecdeb74e07eeb8d3/zipp-3.23.1-py3-none-any.whl", hash = "sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc", size = 10378 }, ] From 3461bb78ce184c3291a76ae733036388bf0f6bc5 Mon Sep 17 00:00:00 2001 From: Lukas Voegtle <5764745+voegtlel@users.noreply.github.com> Date: Thu, 30 Apr 2026 15:30:57 +0200 Subject: [PATCH 5/5] Update binidx to use memmap or direct file access --- src/megatron/energon/cache/file_store.py | 4 +- src/megatron/energon/flavors/binidx/README.md | 59 ----- .../energon/flavors/binidx/binidx_dataset.py | 20 +- .../energon/flavors/binidx/binidx_reader.py | 225 ++++++++++++------ tests/test_binidx_dataset.py | 77 +----- 5 files changed, 170 insertions(+), 215 deletions(-) delete mode 100644 src/megatron/energon/flavors/binidx/README.md diff --git a/src/megatron/energon/cache/file_store.py b/src/megatron/energon/cache/file_store.py index 6cc98729..5fec7e9f 100644 --- a/src/megatron/energon/cache/file_store.py +++ b/src/megatron/energon/cache/file_store.py @@ -6,7 +6,7 @@ from megatron.energon.cache.base import FileStore, FileStoreDecoder, FileStoreWrapper from megatron.energon.epathlib import EPath -from megatron.energon.flavors.binidx.binidx_reader import IBinIdxReader +from megatron.energon.flavors.binidx.binidx_reader import BinIdxReader from megatron.energon.flavors.jsonl.ijsonl_reader import IJsonlReader from megatron.energon.flavors.parquet.reader import IParquetReader from megatron.energon.flavors.webdataset.config import INDEX_SQLITE_FILENAME, MAIN_FOLDER_NAME @@ -198,7 +198,7 @@ def get_path(self) -> str: return str(self.jsonl_path) -class BinIdxFileStore(IBinIdxReader, FileStore[bytes]): +class BinIdxFileStore(BinIdxReader, FileStore[bytes]): """This dataset will directly read entries from a bin-idx file pair.""" def get_path(self) -> str: diff --git a/src/megatron/energon/flavors/binidx/README.md b/src/megatron/energon/flavors/binidx/README.md deleted file mode 100644 index 956f350b..00000000 --- a/src/megatron/energon/flavors/binidx/README.md +++ /dev/null @@ -1,59 +0,0 @@ - -# Bin-Idx Dataset Support for Megatron-Energon - -Adds Megatron-LM's pre-tokenized binary format (`.bin` + `.idx`) as a first-class Energon dataset type, loadable through metadataset YAMLs alongside JSONL and webdataset entries. - -## Usage - -In a metadataset YAML, reference by `.bin` path (the `.idx` is derived automatically): - -```yaml -- path: /data/my_tokens.bin - subflavors: - cook: bin_idx -``` - -No `energon prepare` step needed — bin-idx files already have their own index. - -## Architecture - -Mirrors the JSONL factory pattern exactly: - -| Component | JSONL analog | Bin-Idx | -|---|---|---| -| Reader | `IJsonlReader` | `IBinIdxReader` (`binidx_reader.py`) | -| Factory | `CrudeJsonlDatasetFactory` | `BinIdxDatasetFactory` (`binidx_dataset.py`) | -| Default factory | `DefaultCrudeJsonlDatasetFactory` | `DefaultBinIdxDatasetFactory` | -| File store | `JsonlFileStore` | `BinIdxFileStore` (in `cache/file_store.py`) | -| Detection | `.jsonl` → `JSONL` | `.bin` → `BINIDX` (in `metadata.py`) | -| Dispatch | `dataset_config.py` JSONL branch | `dataset_config.py` BINIDX branch | - -## .idx format (from `megatron/core/datasets/indexed_dataset.py`) - -``` -Header: b"MMIDIDX\x00\x00" (9 bytes) -Version: uint64 (must be 1) -DType: uint8 code (1=u8, 2=i8, 3=i16, 4=i32, 5=i64, 6=f64, 7=f32, 8=u16) -SeqCount: uint64 -DocCount: uint64 -Data: int32[SeqCount] sequence_lengths - int64[SeqCount] sequence_pointers (byte offsets into .bin) - int64[DocCount] document_indices -``` - -The reader mmaps both files. `__getitem__(idx)` reads `sequence_lengths[idx]` tokens at `sequence_pointers[idx]` byte offset from the `.bin` mmap. - -## Files changed - -**New:** -- `megatron/energon/flavors/binidx/__init__.py` -- `megatron/energon/flavors/binidx/binidx_reader.py` -- `megatron/energon/flavors/binidx/binidx_dataset.py` - -**Modified:** -- `megatron/energon/cache/file_store.py` — added `BinIdxFileStore` -- `megatron/energon/flavors/webdataset/metadata.py` — added `BINIDX` enum + `.bin` detection -- `megatron/energon/dataset_config.py` — added BINIDX dispatch -- `megatron/energon/flavors/__init__.py` — exports -- `megatron/energon/__init__.py` — exports diff --git a/src/megatron/energon/flavors/binidx/binidx_dataset.py b/src/megatron/energon/flavors/binidx/binidx_dataset.py index b180d888..15b9a962 100644 --- a/src/megatron/energon/flavors/binidx/binidx_dataset.py +++ b/src/megatron/energon/flavors/binidx/binidx_dataset.py @@ -12,7 +12,7 @@ BaseCoreDatasetFactory, SavableDataset, ) -from megatron.energon.flavors.binidx.binidx_reader import IBinIdxReader +from megatron.energon.flavors.binidx.binidx_reader import BinIdxReader from megatron.energon.flavors.crude import CrudeSample from megatron.energon.flavors.webdataset.base_webdataset import _print_shard_slices from megatron.energon.flavors.webdataset.sample_loader import ( @@ -40,7 +40,7 @@ class BinIdxDatasetFactory( This factory creates datasets from pre-tokenized binary files (.bin + .idx) where the .idx file contains sequence offsets and the .bin file contains token data. - The samples are returned as CrudeSample objects containing the raw `tokens` array. + The samples are returned as CrudeSample objects containing raw token arrays. """ __sample_type__ = CrudeSample @@ -86,7 +86,7 @@ def __init__( self.max_samples_per_sequence = max_samples_per_sequence self.subset = subset self.part_filter = part_filter - self._len = IBinIdxReader.count_samples(self.path) + self._len = BinIdxReader.count_samples(self.path) def __len__(self) -> int: return self._len @@ -126,7 +126,7 @@ def build( ) _print_shard_slices(self.worker_config, virtual_shards, workers_sample_slice_offsets) - reader = IBinIdxReader( + reader = BinIdxReader( self.path, index_cache_size=parallel_shard_iters, ) @@ -187,18 +187,18 @@ class DefaultBinIdxDatasetFactory(BinIdxDatasetFactory): Adds subflavors to the sample and decodes token bytes back to a numpy array. """ - def __init__(self, path: EPath, *, subflavors: dict[str, Any] | None = None, **kwargs): + def __init__(self, path: EPath, *, subflavors: Optional[Dict[str, Any]] = None, **kwargs): if "decoder" in kwargs: del kwargs["decoder"] super().__init__(path, **kwargs) - self.subflavors = subflavors or {} - self._dtype = IBinIdxReader.read_dtype(self.path) + self.subflavors = subflavors + self._dtype = BinIdxReader.read_dtype(self.path) def _load_sample(self, sample: FilteredSample) -> CrudeSample: sample["__subflavors__"] = self.subflavors - if "tokens" in sample: - sample["tokens"] = numpy.frombuffer(sample["tokens"], dtype=self._dtype) - return CrudeSample(sample) + # Decode token bytes back to numpy array + sample["tokens"] = numpy.frombuffer(sample["tokens"], dtype=self._dtype) + return super()._load_sample(sample) def config(self) -> Dict[str, Any]: return dict( diff --git a/src/megatron/energon/flavors/binidx/binidx_reader.py b/src/megatron/energon/flavors/binidx/binidx_reader.py index a27914e8..f10694b2 100644 --- a/src/megatron/energon/flavors/binidx/binidx_reader.py +++ b/src/megatron/energon/flavors/binidx/binidx_reader.py @@ -1,11 +1,11 @@ # Copyright (c) 2025, NVIDIA CORPORATION. # SPDX-License-Identifier: BSD-3-Clause -import os import struct -from typing import Callable, Generator, Optional, Tuple +from abc import ABC, abstractmethod +from typing import BinaryIO, Callable, Generator, Optional, Tuple -import numpy +import numpy as np from megatron.energon.epathlib import EPath from megatron.energon.flavors.webdataset.structs import FilteredSample @@ -15,25 +15,24 @@ # Dtype codes matching megatron.core.datasets.indexed_dataset.DType _DTYPE_FROM_CODE = { - 1: numpy.uint8, - 2: numpy.int8, - 3: numpy.int16, - 4: numpy.int32, - 5: numpy.int64, - 6: numpy.float64, - 7: numpy.float32, - 8: numpy.uint16, + 1: np.uint8, + 2: np.int8, + 3: np.int16, + 4: np.int32, + 5: np.int64, + 6: np.float64, + 7: np.float32, + 8: np.uint16, } -class IBinIdxReader: - """ - Reader for Megatron-LM pre-tokenized binary dataset files (.bin + .idx). +def _idx_path(bin_path: EPath) -> EPath: + return bin_path.parent / (bin_path.name.removesuffix(".bin") + ".idx") - Satisfies the same duck-typed contract as IJsonlReader: - - __len__() -> int - - __getitem__(idx) -> FilteredSample | None - - close() + +class IIdxReader(ABC): + """ + Base class for .idx file readers. The .idx format (from megatron/core/datasets/indexed_dataset.py): Header: b"MMIDIDX\\x00\\x00" (9 bytes) @@ -46,6 +45,118 @@ class IBinIdxReader: int64[DocCnt] document_indices """ + idx_path: EPath + + dtype: np.dtype + dtype_size: int + sequence_count: int + document_count: int + _length_offset: int + _pointer_offset: int + + def __init__(self, file: BinaryIO) -> None: + # Parse the .idx header + header = file.read(9) + assert header == _INDEX_HEADER, f"Bad header in {self.idx_path}" + + version = struct.unpack(" int: + return self.sequence_count + + @abstractmethod + def length(self, idx: int) -> int: ... + + @abstractmethod + def pointer(self, idx: int) -> int: ... + + @abstractmethod + def close(self): ... + + +class IdxReader(IIdxReader): + """ + Reader for .idx files that uses direct file access. + """ + + def __init__(self, idx_path: EPath): + self.idx_path = idx_path + self._idx_file = idx_path.open("rb") + try: + super().__init__(self._idx_file) + except: + self._idx_file.close() + raise + + def length(self, idx: int) -> int: + self._idx_file.seek(self._length_offset + idx * 4) + return struct.unpack(" int: + self._idx_file.seek(self._pointer_offset + idx * 8) + return struct.unpack(" int: + return self._sequence_pointers[idx] + + def length(self, idx: int) -> int: + return self._sequence_lengths[idx] + + def close(self): + del self._sequence_lengths + del self._sequence_pointers + self._idx_file.close() + + +class BinIdxReader: + """ + Reader for Megatron-LM pre-tokenized binary dataset files (.bin + .idx). + """ + bin_path: EPath sample_filter: Optional[Callable[[str], bool]] @@ -58,49 +169,27 @@ def __init__( self.bin_path = EPath(bin_path) self.sample_filter = sample_filter - idx_path = str(self.bin_path).removesuffix(".bin") + ".idx" - - # Parse the .idx header - with open(idx_path, "rb") as f: - header = f.read(9) - assert header == _INDEX_HEADER, f"Bad header in {idx_path}" - - version = struct.unpack(" int: - return self.sequence_count - - def __str__(self) -> str: - return f"IBinIdxReader(bin_path={self.bin_path})" + try: + # Keep .bin file open for seek+read per sample (no mmap needed) + self._bin_file = self.bin_path.open("rb") + except: + self._idx_reader.close() + raise def __getitem__(self, idx: int | str) -> FilteredSample | tuple[bytes, SourceInfo] | None: full_entry_name = False if isinstance(idx, str): - if idx.endswith(".bin"): - num_idx = idx.removesuffix(".bin") + if idx.endswith(".tokens"): + num_idx = idx.removesuffix(".tokens") full_entry_name = True else: num_idx = idx @@ -114,18 +203,18 @@ def __getitem__(self, idx: int | str) -> FilteredSample | tuple[bytes, SourceInf return None # Read token data from .bin via seek+read - byte_offset = int(self.sequence_pointers[idx]) - length = int(self.sequence_lengths[idx]) - byte_length = length * self.dtype_size + byte_offset = self._idx_reader.pointer(idx) + length = self._idx_reader.length(idx) + byte_length = length * self._idx_reader.dtype_size self._bin_file.seek(byte_offset) token_bytes = self._bin_file.read(byte_length) source_info = SourceInfo( - dataset_path=str(self.bin_path), + dataset_path=self.bin_path, index=idx, shard_name=self.bin_path.name, - file_names=(f"{key}.bin",), + file_names=(f"{key}.tokens",), ) if full_entry_name: @@ -140,19 +229,19 @@ def __getitem__(self, idx: int | str) -> FilteredSample | tuple[bytes, SourceInf ) def list_all_samples(self) -> Generator[Tuple[str, int, int], None, None]: - for i in range(self.sequence_count): - yield str(i), int(self.sequence_lengths[i]) * self.dtype_size, 0 + for i in range(len(self._idx_reader)): + yield str(i), self._idx_reader.length(i) * self._idx_reader.dtype_size, 0 def list_all_sample_parts(self) -> Generator[Tuple[str, int, int], None, None]: - for i in range(self.sequence_count): - yield f"{i}.bin", int(self.sequence_lengths[i]) * self.dtype_size, 0 + for i in range(len(self._idx_reader)): + yield f"{i}.bin", self._idx_reader.length(i) * self._idx_reader.dtype_size, 0 def list_sample_parts(self, sample_key: str) -> Generator[Tuple[str, int, int], None, None]: try: idx = int(sample_key) except ValueError: raise ValueError(f"Invalid bin-idx sample key: {sample_key}") - yield f"{sample_key}.bin", int(self.sequence_lengths[idx]) * self.dtype_size, 0 + yield f"{sample_key}.bin", self._idx_reader.length(idx) * self._idx_reader.dtype_size, 0 def get_total_size(self) -> int: return self._bin_size @@ -163,8 +252,8 @@ def close(self): @staticmethod def count_samples(bin_path: EPath | str) -> int: """Read only the sequence count from the .idx header without full mmap.""" - idx_path = str(bin_path).removesuffix(".bin") + ".idx" - with open(idx_path, "rb") as f: + idx_path = _idx_path(EPath(bin_path)) + with idx_path.open("rb") as f: header = f.read(9) assert header == _INDEX_HEADER, f"Bad header in {idx_path}" version = struct.unpack(" int: @staticmethod def read_dtype(bin_path: EPath | str) -> type: """Read the dtype from the .idx header.""" - idx_path = str(bin_path).removesuffix(".bin") + ".idx" - with open(idx_path, "rb") as f: + idx_path = _idx_path(EPath(bin_path)) + with idx_path.open("rb") as f: header = f.read(9) assert header == _INDEX_HEADER, f"Bad header in {idx_path}" _version = f.read(8) # skip version diff --git a/tests/test_binidx_dataset.py b/tests/test_binidx_dataset.py index c5041dda..f1db8e82 100644 --- a/tests/test_binidx_dataset.py +++ b/tests/test_binidx_dataset.py @@ -29,12 +29,9 @@ get_val_dataset, stateless, ) -from megatron.energon.cache.file_store import BinIdxFileStore -from megatron.energon.dataset_config import get_dataset_from_config, load_config +from megatron.energon.dataset_config import load_config from megatron.energon.epathlib import EPath from megatron.energon.flavors import Sample -from megatron.energon.flavors.binidx.binidx_reader import IBinIdxReader -from megatron.energon.flavors.webdataset.metadata import EnergonDatasetType, get_dataset_type from megatron.energon.metadataset.metadataset_v2 import MetadatasetV2 # Speed up tests significantly by reducing the torch status check interval for broken worker shutdown @@ -123,78 +120,6 @@ def create_binidx_dataset( return bin_path - def test_get_dataset_type_file_bin(self): - bin_path = self.create_binidx_dataset( - self.dataset_path / "ds_type", - num_docs=3, - doc_len=8, - ) - self.assertEqual(get_dataset_type(EPath(bin_path)), EnergonDatasetType.BINIDX) - - def test_ibinidx_reader_first_document(self): - bin_path = self.create_binidx_dataset( - self.dataset_path / "reader", - num_docs=4, - doc_len=5, - token_start=10, - ) - reader = IBinIdxReader(EPath(bin_path)) - try: - self.assertEqual(len(reader), 4) - self.assertEqual(reader.dtype, np.int32) - row = reader[0] - self.assertIsNotNone(row) - raw = row["tokens"] - self.assertIsInstance(raw, (bytes, memoryview)) - tokens = np.frombuffer(raw, dtype=np.int32) - self.assertEqual(tokens.shape, (5,)) - np.testing.assert_array_equal(tokens, np.arange(10, 15, dtype=np.int32)) - finally: - reader.close() - - def test_ibinidx_reader_count_and_dtype_static(self): - bin_path = self.create_binidx_dataset( - self.dataset_path / "static", - num_docs=7, - doc_len=2, - token_start=0, - ) - self.assertEqual(IBinIdxReader.count_samples(str(bin_path)), 7) - self.assertEqual(IBinIdxReader.read_dtype(str(bin_path)), np.int32) - - def test_binidx_file_store_getitem(self): - bin_path = self.create_binidx_dataset( - self.dataset_path / "file_store", - num_docs=2, - doc_len=3, - token_start=100, - ) - store = BinIdxFileStore(EPath(bin_path)) - raw, _source = store["0.bin"] - arr = np.frombuffer(raw, dtype=np.int32) - np.testing.assert_array_equal(arr, np.array([100, 101, 102], dtype=np.int32)) - - def test_get_dataset_from_config_returns_factory_with_len(self): - bin_path = self.create_binidx_dataset( - self.dataset_path / "from_config", - num_docs=11, - doc_len=16, - ) - worker_config = WorkerConfig( - rank=0, - world_size=1, - num_workers=0, - seed_offset=42, - ) - ds = get_dataset_from_config( - bin_path, - split_part="train", - worker_config=worker_config, - training=False, - ) - self.assertIsInstance(ds, DefaultBinIdxDatasetFactory) - self.assertEqual(len(ds), 11) - def test_get_train_dataset_iterates_expected_tokens(self): torch.manual_seed(42) bin_path = self.create_binidx_dataset(