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+Metadata-Version: 2.4
+Name: huggingface_hub
+Version: 1.22.0
+Summary: Client library to download and publish models, datasets and other repos on the huggingface.co hub
+Home-page: https://github.com/huggingface/huggingface_hub
+Author: Hugging Face, Inc.
+Author-email: julien@huggingface.co
+License: Apache-2.0
+Keywords: model-hub machine-learning models natural-language-processing deep-learning pytorch pretrained-models
+Classifier: Intended Audience :: Developers
+Classifier: Intended Audience :: Education
+Classifier: Intended Audience :: Science/Research
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+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
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+Dynamic: author
+Dynamic: author-email
+Dynamic: classifier
+Dynamic: description
+Dynamic: description-content-type
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+Dynamic: summary
+
+
+
+
+
+
+
+
+
+ The official Python client for the Huggingface Hub.
+
+
+
+
+
+
+
+ English |
+ Deutsch |
+ Français |
+ हिंदी |
+ 한국어 |
+ 中文 (简体)
+ ಕನ್ನಡ
+
+
+
+---
+
+**Documentation**: https://hf.co/docs/huggingface_hub
+
+**Source Code**: https://github.com/huggingface/huggingface_hub
+
+---
+
+## Welcome to the huggingface_hub library
+
+The `huggingface_hub` library allows you to interact with the [Hugging Face Hub](https://huggingface.co/), a platform democratizing open-source Machine Learning for creators and collaborators. Discover pre-trained models and datasets for your projects or play with the thousands of machine learning apps hosted on the Hub. You can also create and share your own models, datasets and demos with the community. The `huggingface_hub` library provides a simple way to do all these things with Python.
+
+## Key features
+
+- [Download files](https://huggingface.co/docs/huggingface_hub/en/guides/download) from the Hub.
+- [Upload files](https://huggingface.co/docs/huggingface_hub/en/guides/upload) to the Hub.
+- [Manage your repositories](https://huggingface.co/docs/huggingface_hub/en/guides/repository).
+- [Run Inference](https://huggingface.co/docs/huggingface_hub/en/guides/inference) on deployed models.
+- [Search](https://huggingface.co/docs/huggingface_hub/en/guides/search) for models, datasets and Spaces.
+- [Share Model Cards](https://huggingface.co/docs/huggingface_hub/en/guides/model-cards) to document your models.
+- [Engage with the community](https://huggingface.co/docs/huggingface_hub/en/guides/community) through PRs and comments.
+
+## Installation
+
+Install the `huggingface_hub` package with [pip](https://pypi.org/project/huggingface-hub/):
+
+```bash
+pip install huggingface_hub
+```
+
+We recommend using [`uv`](https://docs.astral.sh/uv/) for a fast and reliable install:
+
+```bash
+uv pip install huggingface_hub
+```
+
+In order to keep the package minimal by default, `huggingface_hub` comes with optional dependencies useful for some use cases. For example, if you want to use the MCP module, run:
+
+```bash
+pip install "huggingface_hub[mcp]"
+```
+
+To learn more about installation and optional dependencies, check out the [installation guide](https://huggingface.co/docs/huggingface_hub/en/installation).
+
+## Quick start
+
+### Download files
+
+Download a single file
+
+```py
+from huggingface_hub import hf_hub_download
+
+hf_hub_download(repo_id="tiiuae/falcon-7b-instruct", filename="config.json")
+```
+
+Or an entire repository
+
+```py
+from huggingface_hub import snapshot_download
+
+snapshot_download("stabilityai/stable-diffusion-2-1")
+```
+
+Files will be downloaded in a local cache folder. More details in [this guide](https://huggingface.co/docs/huggingface_hub/en/guides/manage-cache).
+
+### Login
+
+The Hugging Face Hub uses tokens to authenticate applications (see [docs](https://huggingface.co/docs/hub/security-tokens)). To log in your machine, run the following CLI:
+
+```bash
+hf auth login
+# or using an environment variable
+hf auth login --token $HUGGINGFACE_TOKEN
+```
+
+### Create a repository
+
+```py
+from huggingface_hub import create_repo
+
+create_repo(repo_id="super-cool-model")
+```
+
+### Upload files
+
+Upload a single file
+
+```py
+from huggingface_hub import upload_file
+
+upload_file(
+ path_or_fileobj="/home/lysandre/dummy-test/README.md",
+ path_in_repo="README.md",
+ repo_id="lysandre/test-model",
+)
+```
+
+Or an entire folder
+
+```py
+from huggingface_hub import upload_folder
+
+upload_folder(
+ folder_path="/path/to/local/space",
+ repo_id="username/my-cool-space",
+ repo_type="space",
+)
+```
+
+For details in the [upload guide](https://huggingface.co/docs/huggingface_hub/en/guides/upload).
+
+## Integrating to the Hub.
+
+We're partnering with cool open source ML libraries to provide free model hosting and versioning. You can find the existing integrations [here](https://huggingface.co/docs/hub/libraries).
+
+The advantages are:
+
+- Free model or dataset hosting for libraries and their users.
+- Built-in file versioning, even with very large files, thanks to a git-based approach.
+- In-browser widgets to play with the uploaded models.
+- Anyone can upload a new model for your library, they just need to add the corresponding tag for the model to be discoverable.
+- Fast downloads! We use Cloudfront (a CDN) to geo-replicate downloads so they're blazing fast from anywhere on the globe.
+- Usage stats and more features to come.
+
+If you would like to integrate your library, feel free to open an issue to begin the discussion. We wrote a [step-by-step guide](https://huggingface.co/docs/hub/adding-a-library) with ❤️ showing how to do this integration.
+
+## Contributions (feature requests, bugs, etc.) are super welcome 💙💚💛💜🧡❤️
+
+Everyone is welcome to contribute, and we value everybody's contribution. Code is not the only way to help the community.
+Answering questions, helping others, reaching out and improving the documentations are immensely valuable to the community.
+We wrote a [contribution guide](https://github.com/huggingface/huggingface_hub/blob/main/CONTRIBUTING.md) to summarize
+how to get started to contribute to this repository.
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+Metadata-Version: 2.4
+Name: Mako
+Version: 1.3.12
+Summary: A super-fast templating language that borrows the best ideas from the existing templating languages.
+Home-page: https://www.makotemplates.org/
+Author: Mike Bayer
+Author-email: mike@zzzcomputing.com
+License: MIT
+Project-URL: Documentation, https://docs.makotemplates.org
+Project-URL: Issue Tracker, https://github.com/sqlalchemy/mako
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+Classifier: Intended Audience :: Developers
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+Classifier: Programming Language :: Python :: 3.8
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+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
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+Provides-Extra: lingua
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+Dynamic: license-file
+
+=========================
+Mako Templates for Python
+=========================
+
+Mako is a template library written in Python. It provides a familiar, non-XML
+syntax which compiles into Python modules for maximum performance. Mako's
+syntax and API borrows from the best ideas of many others, including Django
+templates, Cheetah, Myghty, and Genshi. Conceptually, Mako is an embedded
+Python (i.e. Python Server Page) language, which refines the familiar ideas
+of componentized layout and inheritance to produce one of the most
+straightforward and flexible models available, while also maintaining close
+ties to Python calling and scoping semantics.
+
+Nutshell
+========
+
+::
+
+ <%inherit file="base.html"/>
+ <%
+ rows = [[v for v in range(0,10)] for row in range(0,10)]
+ %>
+
+ % for row in rows:
+ ${makerow(row)}
+ % endfor
+
+
+ <%def name="makerow(row)">
+
+ % for name in row:
+ ${name} \
+ % endfor
+
+
+
+Philosophy
+===========
+
+Python is a great scripting language. Don't reinvent the wheel...your templates can handle it !
+
+Documentation
+==============
+
+See documentation for Mako at https://docs.makotemplates.org/en/latest/
+
+License
+========
+
+Mako is licensed under an MIT-style license (see LICENSE).
+Other incorporated projects may be licensed under different licenses.
+All licenses allow for non-commercial and commercial use.
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+Keywords: pytorch,image-classification
+Author-Email: Ross Wightman
+License: Apache-2.0
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Education
+Classifier: Intended Audience :: Science/Research
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
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+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Topic :: Scientific/Engineering
+Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
+Classifier: Topic :: Software Development
+Classifier: Topic :: Software Development :: Libraries
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Project-URL: homepage, https://github.com/huggingface/pytorch-image-models
+Project-URL: documentation, https://huggingface.co/docs/timm/en/index
+Project-URL: repository, https://github.com/huggingface/pytorch-image-models
+Requires-Python: >=3.8
+Requires-Dist: torch
+Requires-Dist: torchvision
+Requires-Dist: pyyaml
+Requires-Dist: huggingface_hub
+Requires-Dist: safetensors
+Description-Content-Type: text/markdown
+
+# PyTorch Image Models
+- [What's New](#whats-new)
+- [Introduction](#introduction)
+- [Models](#models)
+- [Features](#features)
+- [Results](#results)
+- [Getting Started (Documentation)](#getting-started-documentation)
+- [Train, Validation, Inference Scripts](#train-validation-inference-scripts)
+- [Awesome PyTorch Resources](#awesome-pytorch-resources)
+- [Licenses](#licenses)
+- [Citing](#citing)
+
+## What's New
+## May 8, 2026
+* Release 1.0.27
+
+## April 23, 2026
+* Add Gemma4 ViT encoders w/ NaFlex pipeline support (variable aspect/size per image). Thanks [Yonghye Kwon](https://github.com/developer0hye)
+* Support DINOv3 weights in NaFlexVit. Thanks [Yonghye Kwon](https://github.com/developer0hye)
+* Some improvements to Muon fallback (AdamW/NadamW) lr behavior
+
+## March 23, 2026
+* Improve pickle checkpoint handling security. Default all loading to `weights_only=True`, add safe_global for ArgParse.
+* Improve attention mask handling for core ViT/EVA models & layers. Resolve bool masks, pass `is_causal` through for SSL tasks.
+* Fix class & register token uses with ViT and no pos embed enabled.
+* Add Patch Representation Refinement (PRR) as a pooling option in ViT. Thanks Sina (https://github.com/sinahmr).
+* Improve consistency of output projection / MLP dimensions for attention pooling layers.
+* Hiera model F.SDPA optimization to allow Flash Attention kernel use.
+* Caution added to SGDP optimizer.
+* Release 1.0.26. First maintenance release since my departure from Hugging Face.
+
+## Feb 23, 2026
+* Add token distillation training support to distillation task wrappers
+* Remove some torch.jit usage in prep for official deprecation
+* Caution added to AdamP optimizer
+* Call reset_parameters() even if meta-device init so that buffers get init w/ hacks like init_empty_weights
+* Tweak Muon optimizer to work with DTensor/FSDP2 (clamp_ instead of clamp_min_, alternate NS branch for DTensor)
+* Release 1.0.25
+
+## Jan 21, 2026
+* **Compat Break**: Fix oversight w/ QKV vs MLP bias in `ParallelScalingBlock` (& `DiffParallelScalingBlock`)
+ * Does not impact any trained `timm` models but could impact downstream use.
+
+## Jan 5 & 6, 2026
+* Release 1.0.24
+* Add new benchmark result csv files for inference timing on all models w/ RTX Pro 6000, 5090, and 4090 cards w/ PyTorch 2.9.1
+* Fix moved module error in deprecated timm.models.layers import path that impacts legacy imports
+* Release 1.0.23
+
+## Dec 30, 2025
+* Add better NAdaMuon trained `dpwee`, `dwee`, `dlittle` (differential) ViTs with a small boost over previous runs
+ * https://huggingface.co/timm/vit_dlittle_patch16_reg1_gap_256.sbb_nadamuon_in1k (83.24% top-1)
+ * https://huggingface.co/timm/vit_dwee_patch16_reg1_gap_256.sbb_nadamuon_in1k (81.80% top-1)
+ * https://huggingface.co/timm/vit_dpwee_patch16_reg1_gap_256.sbb_nadamuon_in1k (81.67% top-1)
+* Add a ~21M param `timm` variant of the CSATv2 model at 512x512 & 640x640
+ * https://huggingface.co/timm/csatv2_21m.sw_r640_in1k (83.13% top-1)
+ * https://huggingface.co/timm/csatv2_21m.sw_r512_in1k (82.58% top-1)
+* Factor non-persistent param init out of `__init__` into a common method that can be externally called via `init_non_persistent_buffers()` after meta-device init.
+
+## Dec 12, 2025
+* Add CSATV2 model (thanks https://github.com/gusdlf93) -- a lightweight but high res model with DCT stem & spatial attention. https://huggingface.co/Hyunil/CSATv2
+* Add AdaMuon and NAdaMuon optimizer support to existing `timm` Muon impl. Appears more competitive vs AdamW with familiar hparams for image tasks.
+* End of year PR cleanup, merge aspects of several long open PR
+ * Merge differential attention (`DiffAttention`), add corresponding `DiffParallelScalingBlock` (for ViT), train some wee vits
+ * https://huggingface.co/timm/vit_dwee_patch16_reg1_gap_256.sbb_in1k
+ * https://huggingface.co/timm/vit_dpwee_patch16_reg1_gap_256.sbb_in1k
+ * Add a few pooling modules, `LsePlus` and `SimPool`
+ * Cleanup, optimize `DropBlock2d` (also add support to ByobNet based models)
+* Bump unit tests to PyTorch 2.9.1 + Python 3.13 on upper end, lower still PyTorch 1.13 + Python 3.10
+
+## Dec 1, 2025
+* Add lightweight task abstraction, add logits and feature distillation support to train script via new tasks.
+* Remove old APEX AMP support
+
+## Nov 4, 2025
+* Fix LayerScale / LayerScale2d init bug (init values ignored), introduced in 1.0.21. Thanks https://github.com/Ilya-Fradlin
+* Release 1.0.22
+
+## Oct 31, 2025 🎃
+* Update imagenet & OOD variant result csv files to include a few new models and verify correctness over several torch & timm versions
+* EfficientNet-X and EfficientNet-H B5 model weights added as part of a hparam search for AdamW vs Muon (still iterating on Muon runs)
+
+## Oct 16-20, 2025
+* Add an impl of the Muon optimizer (based on https://github.com/KellerJordan/Muon) with customizations
+ * extra flexibility and improved handling for conv weights and fallbacks for weight shapes not suited for orthogonalization
+ * small speedup for NS iterations by reducing allocs and using fused (b)add(b)mm ops
+ * by default uses AdamW (or NAdamW if `nesterov=True`) updates if muon not suitable for parameter shape (or excluded via param group flag)
+ * like torch impl, select from several LR scale adjustment fns via `adjust_lr_fn`
+ * select from several NS coefficient presets or specify your own via `ns_coefficients`
+* First 2 steps of 'meta' device model initialization supported
+ * Fix several ops that were breaking creation under 'meta' device context
+ * Add device & dtype factory kwarg support to all models and modules (anything inherting from nn.Module) in `timm`
+* License fields added to pretrained cfgs in code
+* Release 1.0.21
+
+## Sept 21, 2025
+* Remap DINOv3 ViT weight tags from `lvd_1689m` -> `lvd1689m` to match (same for `sat_493m` -> `sat493m`)
+* Release 1.0.20
+
+## Sept 17, 2025
+* DINOv3 (https://arxiv.org/abs/2508.10104) ConvNeXt and ViT models added. ConvNeXt models were mapped to existing `timm` model. ViT support done via the EVA base model w/ a new `RotaryEmbeddingDinoV3` to match the DINOv3 specific RoPE impl
+ * HuggingFace Hub: https://huggingface.co/collections/timm/timm-dinov3-68cb08bb0bee365973d52a4d
+* MobileCLIP-2 (https://arxiv.org/abs/2508.20691) vision encoders. New MCI3/MCI4 FastViT variants added and weights mapped to existing FastViT and B, L/14 ViTs.
+* MetaCLIP-2 Worldwide (https://arxiv.org/abs/2507.22062) ViT encoder weights added.
+* SigLIP-2 (https://arxiv.org/abs/2502.14786) NaFlex ViT encoder weights added via timm NaFlexViT model.
+* Misc fixes and contributions
+
+## July 23, 2025
+* Add `set_input_size()` method to EVA models, used by OpenCLIP 3.0.0 to allow resizing for timm based encoder models.
+* Release 1.0.18, needed for PE-Core S & T models in OpenCLIP 3.0.0
+* Fix small typing issue that broke Python 3.9 compat. 1.0.19 patch release.
+
+## July 21, 2025
+* ROPE support added to NaFlexViT. All models covered by the EVA base (`eva.py`) including EVA, EVA02, Meta PE ViT, `timm` SBB ViT w/ ROPE, and Naver ROPE-ViT can be now loaded in NaFlexViT when `use_naflex=True` passed at model creation time
+* More Meta PE ViT encoders added, including small/tiny variants, lang variants w/ tiling, and more spatial variants.
+* PatchDropout fixed with NaFlexViT and also w/ EVA models (regression after adding Naver ROPE-ViT)
+* Fix XY order with grid_indexing='xy', impacted non-square image use in 'xy' mode (only ROPE-ViT and PE impacted).
+
+## July 7, 2025
+* MobileNet-v5 backbone tweaks for improved Google Gemma 3n behaviour (to pair with updated official weights)
+ * Add stem bias (zero'd in updated weights, compat break with old weights)
+ * GELU -> GELU (tanh approx). A minor change to be closer to JAX
+* Add two arguments to layer-decay support, a min scale clamp and 'no optimization' scale threshold
+* Add 'Fp32' LayerNorm, RMSNorm, SimpleNorm variants that can be enabled to force computation of norm in float32
+* Some typing, argument cleanup for norm, norm+act layers done with above
+* Support Naver ROPE-ViT (https://github.com/naver-ai/rope-vit) in `eva.py`, add RotaryEmbeddingMixed module for mixed mode, weights on HuggingFace Hub
+
+|model |img_size|top1 |top5 |param_count|
+|--------------------------------------------------|--------|------|------|-----------|
+|vit_large_patch16_rope_mixed_ape_224.naver_in1k |224 |84.84 |97.122|304.4 |
+|vit_large_patch16_rope_mixed_224.naver_in1k |224 |84.828|97.116|304.2 |
+|vit_large_patch16_rope_ape_224.naver_in1k |224 |84.65 |97.154|304.37 |
+|vit_large_patch16_rope_224.naver_in1k |224 |84.648|97.122|304.17 |
+|vit_base_patch16_rope_mixed_ape_224.naver_in1k |224 |83.894|96.754|86.59 |
+|vit_base_patch16_rope_mixed_224.naver_in1k |224 |83.804|96.712|86.44 |
+|vit_base_patch16_rope_ape_224.naver_in1k |224 |83.782|96.61 |86.59 |
+|vit_base_patch16_rope_224.naver_in1k |224 |83.718|96.672|86.43 |
+|vit_small_patch16_rope_224.naver_in1k |224 |81.23 |95.022|21.98 |
+|vit_small_patch16_rope_mixed_224.naver_in1k |224 |81.216|95.022|21.99 |
+|vit_small_patch16_rope_ape_224.naver_in1k |224 |81.004|95.016|22.06 |
+|vit_small_patch16_rope_mixed_ape_224.naver_in1k |224 |80.986|94.976|22.06 |
+* Some cleanup of ROPE modules, helpers, and FX tracing leaf registration
+* Preparing version 1.0.17 release
+
+## June 26, 2025
+* MobileNetV5 backbone (w/ encoder only variant) for [Gemma 3n](https://ai.google.dev/gemma/docs/gemma-3n#parameters) image encoder
+* Version 1.0.16 released
+
+## June 23, 2025
+* Add F.grid_sample based 2D and factorized pos embed resize to NaFlexViT. Faster when lots of different sizes (based on example by https://github.com/stas-sl).
+* Further speed up patch embed resample by replacing vmap with matmul (based on snippet by https://github.com/stas-sl).
+* Add 3 initial native aspect NaFlexViT checkpoints created while testing, ImageNet-1k and 3 different pos embed configs w/ same hparams.
+
+ | Model | Top-1 Acc | Top-5 Acc | Params (M) | Eval Seq Len |
+ |:---|:---:|:---:|:---:|:---:|
+ | [naflexvit_base_patch16_par_gap.e300_s576_in1k](https://hf.co/timm/naflexvit_base_patch16_par_gap.e300_s576_in1k) | 83.67 | 96.45 | 86.63 | 576 |
+ | [naflexvit_base_patch16_parfac_gap.e300_s576_in1k](https://hf.co/timm/naflexvit_base_patch16_parfac_gap.e300_s576_in1k) | 83.63 | 96.41 | 86.46 | 576 |
+ | [naflexvit_base_patch16_gap.e300_s576_in1k](https://hf.co/timm/naflexvit_base_patch16_gap.e300_s576_in1k) | 83.50 | 96.46 | 86.63 | 576 |
+* Support gradient checkpointing for `forward_intermediates` and fix some checkpointing bugs. Thanks https://github.com/brianhou0208
+* Add 'corrected weight decay' (https://arxiv.org/abs/2506.02285) as option to AdamW (legacy), Adopt, Kron, Adafactor (BV), Lamb, LaProp, Lion, NadamW, RmsPropTF, SGDW optimizers
+* Switch PE (perception encoder) ViT models to use native timm weights instead of remapping on the fly
+* Fix cuda stream bug in prefetch loader
+
+## June 5, 2025
+* Initial NaFlexVit model code. NaFlexVit is a Vision Transformer with:
+ 1. Encapsulated embedding and position encoding in a single module
+ 2. Support for nn.Linear patch embedding on pre-patchified (dictionary) inputs
+ 3. Support for NaFlex variable aspect, variable resolution (SigLip-2: https://arxiv.org/abs/2502.14786)
+ 4. Support for FlexiViT variable patch size (https://arxiv.org/abs/2212.08013)
+ 5. Support for NaViT fractional/factorized position embedding (https://arxiv.org/abs/2307.06304)
+* Existing vit models in `vision_transformer.py` can be loaded into the NaFlexVit model by adding the `use_naflex=True` flag to `create_model`
+ * Some native weights coming soon
+* A full NaFlex data pipeline is available that allows training / fine-tuning / evaluating with variable aspect / size images
+ * To enable in `train.py` and `validate.py` add the `--naflex-loader` arg, must be used with a NaFlexVit
+* To evaluate an existing (classic) ViT loaded in NaFlexVit model w/ NaFlex data pipe:
+ * `python validate.py /imagenet --amp -j 8 --model vit_base_patch16_224 --model-kwargs use_naflex=True --naflex-loader --naflex-max-seq-len 256`
+* The training has some extra args features worth noting
+ * The `--naflex-train-seq-lens'` argument specifies which sequence lengths to randomly pick from per batch during training
+ * The `--naflex-max-seq-len` argument sets the target sequence length for validation
+ * Adding `--model-kwargs enable_patch_interpolator=True --naflex-patch-sizes 12 16 24` will enable random patch size selection per-batch w/ interpolation
+ * The `--naflex-loss-scale` arg changes loss scaling mode per batch relative to the batch size, `timm` NaFlex loading changes the batch size for each seq len
+
+## May 28, 2025
+* Add a number of small/fast models thanks to https://github.com/brianhou0208
+ * SwiftFormer - [(ICCV2023) SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications](https://github.com/Amshaker/SwiftFormer)
+ * FasterNet - [(CVPR2023) Run, Don’t Walk: Chasing Higher FLOPS for Faster Neural Networks](https://github.com/JierunChen/FasterNet)
+ * SHViT - [(CVPR2024) SHViT: Single-Head Vision Transformer with Memory Efficient](https://github.com/ysj9909/SHViT)
+ * StarNet - [(CVPR2024) Rewrite the Stars](https://github.com/ma-xu/Rewrite-the-Stars)
+ * GhostNet-V3 [GhostNetV3: Exploring the Training Strategies for Compact Models](https://github.com/huawei-noah/Efficient-AI-Backbones/tree/master/ghostnetv3_pytorch)
+* Update EVA ViT (closest match) to support Perception Encoder models (https://arxiv.org/abs/2504.13181) from Meta, loading Hub weights but I still need to push dedicated `timm` weights
+ * Add some flexibility to ROPE impl
+* Big increase in number of models supporting `forward_intermediates()` and some additional fixes thanks to https://github.com/brianhou0208
+ * DaViT, EdgeNeXt, EfficientFormerV2, EfficientViT(MIT), EfficientViT(MSRA), FocalNet, GCViT, HGNet /V2, InceptionNeXt, Inception-V4, MambaOut, MetaFormer, NesT, Next-ViT, PiT, PVT V2, RepGhostNet, RepViT, ResNetV2, ReXNet, TinyViT, TResNet, VoV
+* TNT model updated w/ new weights `forward_intermediates()` thanks to https://github.com/brianhou0208
+* Add `local-dir:` pretrained schema, can use `local-dir:/path/to/model/folder` for model name to source model / pretrained cfg & weights Hugging Face Hub models (config.json + weights file) from a local folder.
+* Fixes, improvements for onnx export
+
+## Feb 21, 2025
+* SigLIP 2 ViT image encoders added (https://huggingface.co/collections/timm/siglip-2-67b8e72ba08b09dd97aecaf9)
+ * Variable resolution / aspect NaFlex versions are a WIP
+* Add 'SO150M2' ViT weights trained with SBB recipes, great results, better for ImageNet than previous attempt w/ less training.
+ * `vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k` - 88.1% top-1
+ * `vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k` - 87.9% top-1
+ * `vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k` - 87.3% top-1
+ * `vit_so150m2_patch16_reg4_gap_256.sbb_e200_in12k`
+* Updated InternViT-300M '2.5' weights
+* Release 1.0.15
+
+## Feb 1, 2025
+* FYI PyTorch 2.6 & Python 3.13 are tested and working w/ current main and released version of `timm`
+
+## Jan 27, 2025
+* Add Kron Optimizer (PSGD w/ Kronecker-factored preconditioner)
+ * Code from https://github.com/evanatyourservice/kron_torch
+ * See also https://sites.google.com/site/lixilinx/home/psgd
+
+## Jan 19, 2025
+* Fix loading of LeViT safetensor weights, remove conversion code which should have been deactivated
+* Add 'SO150M' ViT weights trained with SBB recipes, decent results, but not optimal shape for ImageNet-12k/1k pretrain/ft
+ * `vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k` - 86.7% top-1
+ * `vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k` - 87.4% top-1
+ * `vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k`
+* Misc typing, typo, etc. cleanup
+* 1.0.14 release to get above LeViT fix out
+
+## Jan 9, 2025
+* Add support to train and validate in pure `bfloat16` or `float16`
+* `wandb` project name arg added by https://github.com/caojiaolong, use arg.experiment for name
+* Fix old issue w/ checkpoint saving not working on filesystem w/o hard-link support (e.g. FUSE fs mounts)
+* 1.0.13 release
+
+## Jan 6, 2025
+* Add `torch.utils.checkpoint.checkpoint()` wrapper in `timm.models` that defaults `use_reentrant=False`, unless `TIMM_REENTRANT_CKPT=1` is set in env.
+
+## Dec 31, 2024
+* `convnext_nano` 384x384 ImageNet-12k pretrain & fine-tune. https://huggingface.co/models?search=convnext_nano%20r384
+* Add AIM-v2 encoders from https://github.com/apple/ml-aim, see on Hub: https://huggingface.co/models?search=timm%20aimv2
+* Add PaliGemma2 encoders from https://github.com/google-research/big_vision to existing PaliGemma, see on Hub: https://huggingface.co/models?search=timm%20pali2
+* Add missing L/14 DFN2B 39B CLIP ViT, `vit_large_patch14_clip_224.dfn2b_s39b`
+* Fix existing `RmsNorm` layer & fn to match standard formulation, use PT 2.5 impl when possible. Move old impl to `SimpleNorm` layer, it's LN w/o centering or bias. There were only two `timm` models using it, and they have been updated.
+* Allow override of `cache_dir` arg for model creation
+* Pass through `trust_remote_code` for HF datasets wrapper
+* `inception_next_atto` model added by creator
+* Adan optimizer caution, and Lamb decoupled weight decay options
+* Some feature_info metadata fixed by https://github.com/brianhou0208
+* All OpenCLIP and JAX (CLIP, SigLIP, Pali, etc) model weights that used load time remapping were given their own HF Hub instances so that they work with `hf-hub:` based loading, and thus will work with new Transformers `TimmWrapperModel`
+
+## Introduction
+
+Py**T**orch **Im**age **M**odels (`timm`) is a collection of image models, layers, utilities, optimizers, schedulers, data-loaders / augmentations, and reference training / validation scripts that aim to pull together a wide variety of SOTA models with ability to reproduce ImageNet training results.
+
+The work of many others is present here. I've tried to make sure all source material is acknowledged via links to github, arxiv papers, etc in the README, documentation, and code docstrings. Please let me know if I missed anything.
+
+## Features
+
+### Models
+
+All model architecture families include variants with pretrained weights. There are specific model variants without any weights, it is NOT a bug. Help training new or better weights is always appreciated.
+
+* Aggregating Nested Transformers - https://arxiv.org/abs/2105.12723
+* BEiT - https://arxiv.org/abs/2106.08254
+* BEiT-V2 - https://arxiv.org/abs/2208.06366
+* BEiT3 - https://arxiv.org/abs/2208.10442
+* Big Transfer ResNetV2 (BiT) - https://arxiv.org/abs/1912.11370
+* Bottleneck Transformers - https://arxiv.org/abs/2101.11605
+* CaiT (Class-Attention in Image Transformers) - https://arxiv.org/abs/2103.17239
+* CoaT (Co-Scale Conv-Attentional Image Transformers) - https://arxiv.org/abs/2104.06399
+* CoAtNet (Convolution and Attention) - https://arxiv.org/abs/2106.04803
+* ConvNeXt - https://arxiv.org/abs/2201.03545
+* ConvNeXt-V2 - http://arxiv.org/abs/2301.00808
+* ConViT (Soft Convolutional Inductive Biases Vision Transformers)- https://arxiv.org/abs/2103.10697
+* CspNet (Cross-Stage Partial Networks) - https://arxiv.org/abs/1911.11929
+* DeiT - https://arxiv.org/abs/2012.12877
+* DeiT-III - https://arxiv.org/pdf/2204.07118.pdf
+* DenseNet - https://arxiv.org/abs/1608.06993
+* DLA - https://arxiv.org/abs/1707.06484
+* DPN (Dual-Path Network) - https://arxiv.org/abs/1707.01629
+* EdgeNeXt - https://arxiv.org/abs/2206.10589
+* EfficientFormer - https://arxiv.org/abs/2206.01191
+* EfficientFormer-V2 - https://arxiv.org/abs/2212.08059
+* EfficientNet (MBConvNet Family)
+ * EfficientNet NoisyStudent (B0-B7, L2) - https://arxiv.org/abs/1911.04252
+ * EfficientNet AdvProp (B0-B8) - https://arxiv.org/abs/1911.09665
+ * EfficientNet (B0-B7) - https://arxiv.org/abs/1905.11946
+ * EfficientNet-EdgeTPU (S, M, L) - https://ai.googleblog.com/2019/08/efficientnet-edgetpu-creating.html
+ * EfficientNet V2 - https://arxiv.org/abs/2104.00298
+ * FBNet-C - https://arxiv.org/abs/1812.03443
+ * MixNet - https://arxiv.org/abs/1907.09595
+ * MNASNet B1, A1 (Squeeze-Excite), and Small - https://arxiv.org/abs/1807.11626
+ * MobileNet-V2 - https://arxiv.org/abs/1801.04381
+ * Single-Path NAS - https://arxiv.org/abs/1904.02877
+ * TinyNet - https://arxiv.org/abs/2010.14819
+* EfficientViT (MIT) - https://arxiv.org/abs/2205.14756
+* EfficientViT (MSRA) - https://arxiv.org/abs/2305.07027
+* EVA - https://arxiv.org/abs/2211.07636
+* EVA-02 - https://arxiv.org/abs/2303.11331
+* FasterNet - https://arxiv.org/abs/2303.03667
+* FastViT - https://arxiv.org/abs/2303.14189
+* FlexiViT - https://arxiv.org/abs/2212.08013
+* FocalNet (Focal Modulation Networks) - https://arxiv.org/abs/2203.11926
+* GCViT (Global Context Vision Transformer) - https://arxiv.org/abs/2206.09959
+* GhostNet - https://arxiv.org/abs/1911.11907
+* GhostNet-V2 - https://arxiv.org/abs/2211.12905
+* GhostNet-V3 - https://arxiv.org/abs/2404.11202
+* gMLP - https://arxiv.org/abs/2105.08050
+* GPU-Efficient Networks - https://arxiv.org/abs/2006.14090
+* Halo Nets - https://arxiv.org/abs/2103.12731
+* HGNet / HGNet-V2 - TBD
+* HRNet - https://arxiv.org/abs/1908.07919
+* InceptionNeXt - https://arxiv.org/abs/2303.16900
+* Inception-V3 - https://arxiv.org/abs/1512.00567
+* Inception-ResNet-V2 and Inception-V4 - https://arxiv.org/abs/1602.07261
+* Lambda Networks - https://arxiv.org/abs/2102.08602
+* LeViT (Vision Transformer in ConvNet's Clothing) - https://arxiv.org/abs/2104.01136
+* MambaOut - https://arxiv.org/abs/2405.07992
+* MaxViT (Multi-Axis Vision Transformer) - https://arxiv.org/abs/2204.01697
+* MetaFormer (PoolFormer-v2, ConvFormer, CAFormer) - https://arxiv.org/abs/2210.13452
+* MLP-Mixer - https://arxiv.org/abs/2105.01601
+* MobileCLIP - https://arxiv.org/abs/2311.17049
+* MobileNet-V3 (MBConvNet w/ Efficient Head) - https://arxiv.org/abs/1905.02244
+ * FBNet-V3 - https://arxiv.org/abs/2006.02049
+ * HardCoRe-NAS - https://arxiv.org/abs/2102.11646
+ * LCNet - https://arxiv.org/abs/2109.15099
+* MobileNetV4 - https://arxiv.org/abs/2404.10518
+* MobileOne - https://arxiv.org/abs/2206.04040
+* MobileViT - https://arxiv.org/abs/2110.02178
+* MobileViT-V2 - https://arxiv.org/abs/2206.02680
+* MViT-V2 (Improved Multiscale Vision Transformer) - https://arxiv.org/abs/2112.01526
+* NASNet-A - https://arxiv.org/abs/1707.07012
+* NesT - https://arxiv.org/abs/2105.12723
+* Next-ViT - https://arxiv.org/abs/2207.05501
+* NFNet-F - https://arxiv.org/abs/2102.06171
+* NF-RegNet / NF-ResNet - https://arxiv.org/abs/2101.08692
+* PE (Perception Encoder) - https://arxiv.org/abs/2504.13181
+* PNasNet - https://arxiv.org/abs/1712.00559
+* PoolFormer (MetaFormer) - https://arxiv.org/abs/2111.11418
+* Pooling-based Vision Transformer (PiT) - https://arxiv.org/abs/2103.16302
+* PVT-V2 (Improved Pyramid Vision Transformer) - https://arxiv.org/abs/2106.13797
+* RDNet (DenseNets Reloaded) - https://arxiv.org/abs/2403.19588
+* RegNet - https://arxiv.org/abs/2003.13678
+* RegNetZ - https://arxiv.org/abs/2103.06877
+* RepVGG - https://arxiv.org/abs/2101.03697
+* RepGhostNet - https://arxiv.org/abs/2211.06088
+* RepViT - https://arxiv.org/abs/2307.09283
+* ResMLP - https://arxiv.org/abs/2105.03404
+* ResNet/ResNeXt
+ * ResNet (v1b/v1.5) - https://arxiv.org/abs/1512.03385
+ * ResNeXt - https://arxiv.org/abs/1611.05431
+ * 'Bag of Tricks' / Gluon C, D, E, S variations - https://arxiv.org/abs/1812.01187
+ * Weakly-supervised (WSL) Instagram pretrained / ImageNet tuned ResNeXt101 - https://arxiv.org/abs/1805.00932
+ * Semi-supervised (SSL) / Semi-weakly Supervised (SWSL) ResNet/ResNeXts - https://arxiv.org/abs/1905.00546
+ * ECA-Net (ECAResNet) - https://arxiv.org/abs/1910.03151v4
+ * Squeeze-and-Excitation Networks (SEResNet) - https://arxiv.org/abs/1709.01507
+ * ResNet-RS - https://arxiv.org/abs/2103.07579
+* Res2Net - https://arxiv.org/abs/1904.01169
+* ResNeSt - https://arxiv.org/abs/2004.08955
+* ReXNet - https://arxiv.org/abs/2007.00992
+* ROPE-ViT - https://arxiv.org/abs/2403.13298
+* SelecSLS - https://arxiv.org/abs/1907.00837
+* Selective Kernel Networks - https://arxiv.org/abs/1903.06586
+* Sequencer2D - https://arxiv.org/abs/2205.01972
+* SHViT - https://arxiv.org/abs/2401.16456
+* SigLIP (image encoder) - https://arxiv.org/abs/2303.15343
+* SigLIP 2 (image encoder) - https://arxiv.org/abs/2502.14786
+* StarNet - https://arxiv.org/abs/2403.19967
+* SwiftFormer - https://arxiv.org/pdf/2303.15446
+* Swin S3 (AutoFormerV2) - https://arxiv.org/abs/2111.14725
+* Swin Transformer - https://arxiv.org/abs/2103.14030
+* Swin Transformer V2 - https://arxiv.org/abs/2111.09883
+* TinyViT - https://arxiv.org/abs/2207.10666
+* Transformer-iN-Transformer (TNT) - https://arxiv.org/abs/2103.00112
+* TResNet - https://arxiv.org/abs/2003.13630
+* Twins (Spatial Attention in Vision Transformers) - https://arxiv.org/pdf/2104.13840.pdf
+* VGG - https://arxiv.org/abs/1409.1556
+* Visformer - https://arxiv.org/abs/2104.12533
+* Vision Transformer - https://arxiv.org/abs/2010.11929
+* ViTamin - https://arxiv.org/abs/2404.02132
+* VOLO (Vision Outlooker) - https://arxiv.org/abs/2106.13112
+* VovNet V2 and V1 - https://arxiv.org/abs/1911.06667
+* Xception - https://arxiv.org/abs/1610.02357
+* Xception (Modified Aligned, Gluon) - https://arxiv.org/abs/1802.02611
+* Xception (Modified Aligned, TF) - https://arxiv.org/abs/1802.02611
+* XCiT (Cross-Covariance Image Transformers) - https://arxiv.org/abs/2106.09681
+
+### Optimizers
+To see full list of optimizers w/ descriptions: `timm.optim.list_optimizers(with_description=True)`
+
+Included optimizers available via `timm.optim.create_optimizer_v2` factory method:
+* `adabelief` an implementation of AdaBelief adapted from https://github.com/juntang-zhuang/Adabelief-Optimizer - https://arxiv.org/abs/2010.07468
+* `adafactor` adapted from [FAIRSeq impl](https://github.com/pytorch/fairseq/blob/master/fairseq/optim/adafactor.py) - https://arxiv.org/abs/1804.04235
+* `adafactorbv` adapted from [Big Vision](https://github.com/google-research/big_vision/blob/main/big_vision/optax.py) - https://arxiv.org/abs/2106.04560
+* `adahessian` by [David Samuel](https://github.com/davda54/ada-hessian) - https://arxiv.org/abs/2006.00719
+* `adamp` and `sgdp` by [Naver ClovAI](https://github.com/clovaai) - https://arxiv.org/abs/2006.08217
+* `adamuon` and `nadamuon` as per https://github.com/Chongjie-Si/AdaMuon - https://arxiv.org/abs/2507.11005
+* `adan` an implementation of Adan adapted from https://github.com/sail-sg/Adan - https://arxiv.org/abs/2208.06677
+* `adopt` ADOPT adapted from https://github.com/iShohei220/adopt - https://arxiv.org/abs/2411.02853
+* `kron` PSGD w/ Kronecker-factored preconditioner from https://github.com/evanatyourservice/kron_torch - https://sites.google.com/site/lixilinx/home/psgd
+* `lamb` an implementation of Lamb and LambC (w/ trust-clipping) cleaned up and modified to support use with XLA - https://arxiv.org/abs/1904.00962
+* `laprop` optimizer from https://github.com/Z-T-WANG/LaProp-Optimizer - https://arxiv.org/abs/2002.04839
+* `lars` an implementation of LARS and LARC (w/ trust-clipping) - https://arxiv.org/abs/1708.03888
+* `lion` and implementation of Lion adapted from https://github.com/google/automl/tree/master/lion - https://arxiv.org/abs/2302.06675
+* `lookahead` adapted from impl by [Liam](https://github.com/alphadl/lookahead.pytorch) - https://arxiv.org/abs/1907.08610
+* `madgrad` an implementation of MADGRAD adapted from https://github.com/facebookresearch/madgrad - https://arxiv.org/abs/2101.11075
+* `mars` MARS optimizer from https://github.com/AGI-Arena/MARS - https://arxiv.org/abs/2411.10438
+* `muon` MUON optimizer from https://github.com/KellerJordan/Muon with numerous additions and improved non-transformer behaviour
+* `nadam` an implementation of Adam w/ Nesterov momentum
+* `nadamw` an implementation of AdamW (Adam w/ decoupled weight-decay) w/ Nesterov momentum. A simplified impl based on https://github.com/mlcommons/algorithmic-efficiency
+* `novograd` by [Masashi Kimura](https://github.com/convergence-lab/novograd) - https://arxiv.org/abs/1905.11286
+* `radam` by [Liyuan Liu](https://github.com/LiyuanLucasLiu/RAdam) - https://arxiv.org/abs/1908.03265
+* `rmsprop_tf` adapted from PyTorch RMSProp by myself. Reproduces much improved Tensorflow RMSProp behaviour
+* `sgdw` and implementation of SGD w/ decoupled weight-decay
+* `fused` optimizers by name with [NVIDIA Apex](https://github.com/NVIDIA/apex/tree/master/apex/optimizers) installed
+* `bnb` optimizers by name with [BitsAndBytes](https://github.com/TimDettmers/bitsandbytes) installed
+* `cadamw`, `clion`, and more 'Cautious' optimizers from https://github.com/kyleliang919/C-Optim - https://arxiv.org/abs/2411.16085
+* `adam`, `adamw`, `rmsprop`, `adadelta`, `adagrad`, and `sgd` pass through to `torch.optim` implementations
+* `c` suffix (eg `adamc`, `nadamc` to implement 'corrected weight decay' in https://arxiv.org/abs/2506.02285)
+
+### Augmentations
+* Random Erasing from [Zhun Zhong](https://github.com/zhunzhong07/Random-Erasing/blob/master/transforms.py) - https://arxiv.org/abs/1708.04896)
+* Mixup - https://arxiv.org/abs/1710.09412
+* CutMix - https://arxiv.org/abs/1905.04899
+* AutoAugment (https://arxiv.org/abs/1805.09501) and RandAugment (https://arxiv.org/abs/1909.13719) ImageNet configurations modeled after impl for EfficientNet training (https://github.com/tensorflow/tpu/blob/master/models/official/efficientnet/autoaugment.py)
+* AugMix w/ JSD loss, JSD w/ clean + augmented mixing support works with AutoAugment and RandAugment as well - https://arxiv.org/abs/1912.02781
+* SplitBachNorm - allows splitting batch norm layers between clean and augmented (auxiliary batch norm) data
+
+### Regularization
+* DropPath aka "Stochastic Depth" - https://arxiv.org/abs/1603.09382
+* DropBlock - https://arxiv.org/abs/1810.12890
+* Blur Pooling - https://arxiv.org/abs/1904.11486
+
+### Other
+
+Several (less common) features that I often utilize in my projects are included. Many of their additions are the reason why I maintain my own set of models, instead of using others' via PIP:
+
+* All models have a common default configuration interface and API for
+ * accessing/changing the classifier - `get_classifier` and `reset_classifier`
+ * doing a forward pass on just the features - `forward_features` (see [documentation](https://huggingface.co/docs/timm/feature_extraction))
+ * these makes it easy to write consistent network wrappers that work with any of the models
+* All models support multi-scale feature map extraction (feature pyramids) via create_model (see [documentation](https://huggingface.co/docs/timm/feature_extraction))
+ * `create_model(name, features_only=True, out_indices=..., output_stride=...)`
+ * `out_indices` creation arg specifies which feature maps to return, these indices are 0 based and generally correspond to the `C(i + 1)` feature level.
+ * `output_stride` creation arg controls output stride of the network by using dilated convolutions. Most networks are stride 32 by default. Not all networks support this.
+ * feature map channel counts, reduction level (stride) can be queried AFTER model creation via the `.feature_info` member
+* All models have a consistent pretrained weight loader that adapts last linear if necessary, and from 3 to 1 channel input if desired
+* High performance [reference training, validation, and inference scripts](https://huggingface.co/docs/timm/training_script) that work in several process/GPU modes:
+ * NVIDIA DDP w/ a single GPU per process, multiple processes with APEX present (AMP mixed-precision optional)
+ * PyTorch DistributedDataParallel w/ multi-gpu, single process (AMP disabled as it crashes when enabled)
+ * PyTorch w/ single GPU single process (AMP optional)
+* A dynamic global pool implementation that allows selecting from average pooling, max pooling, average + max, or concat([average, max]) at model creation. All global pooling is adaptive average by default and compatible with pretrained weights.
+* A 'Test Time Pool' wrapper that can wrap any of the included models and usually provides improved performance doing inference with input images larger than the training size. Idea adapted from original DPN implementation when I ported (https://github.com/cypw/DPNs)
+* Learning rate schedulers
+ * Ideas adopted from
+ * [AllenNLP schedulers](https://github.com/allenai/allennlp/tree/master/allennlp/training/learning_rate_schedulers)
+ * [FAIRseq lr_scheduler](https://github.com/pytorch/fairseq/tree/master/fairseq/optim/lr_scheduler)
+ * SGDR: Stochastic Gradient Descent with Warm Restarts (https://arxiv.org/abs/1608.03983)
+ * Schedulers include `step`, `cosine` w/ restarts, `tanh` w/ restarts, `plateau`
+* Space-to-Depth by [mrT23](https://github.com/mrT23/TResNet/blob/master/src/models/tresnet/layers/space_to_depth.py) (https://arxiv.org/abs/1801.04590)
+* Adaptive Gradient Clipping (https://arxiv.org/abs/2102.06171, https://github.com/deepmind/deepmind-research/tree/master/nfnets)
+* An extensive selection of channel and/or spatial attention modules:
+ * Bottleneck Transformer - https://arxiv.org/abs/2101.11605
+ * CBAM - https://arxiv.org/abs/1807.06521
+ * Effective Squeeze-Excitation (ESE) - https://arxiv.org/abs/1911.06667
+ * Efficient Channel Attention (ECA) - https://arxiv.org/abs/1910.03151
+ * Gather-Excite (GE) - https://arxiv.org/abs/1810.12348
+ * Global Context (GC) - https://arxiv.org/abs/1904.11492
+ * Halo - https://arxiv.org/abs/2103.12731
+ * Involution - https://arxiv.org/abs/2103.06255
+ * Lambda Layer - https://arxiv.org/abs/2102.08602
+ * Non-Local (NL) - https://arxiv.org/abs/1711.07971
+ * Squeeze-and-Excitation (SE) - https://arxiv.org/abs/1709.01507
+ * Selective Kernel (SK) - (https://arxiv.org/abs/1903.06586
+ * Split (SPLAT) - https://arxiv.org/abs/2004.08955
+ * Shifted Window (SWIN) - https://arxiv.org/abs/2103.14030
+
+## Results
+
+Model validation results can be found in the [results tables](results/README.md)
+
+## Getting Started (Documentation)
+
+The official documentation can be found at https://huggingface.co/docs/hub/timm. Documentation contributions are welcome.
+
+[Getting Started with PyTorch Image Models (timm): A Practitioner’s Guide](https://towardsdatascience.com/getting-started-with-pytorch-image-models-timm-a-practitioners-guide-4e77b4bf9055-2/) by [Chris Hughes](https://github.com/Chris-hughes10) is an extensive blog post covering many aspects of `timm` in detail.
+
+[timmdocs](http://timm.fast.ai/) is an alternate set of documentation for `timm`. A big thanks to [Aman Arora](https://github.com/amaarora) for his efforts creating timmdocs.
+
+[paperswithcode](https://paperswithcode.com/lib/timm) is a good resource for browsing the models within `timm`.
+
+## Train, Validation, Inference Scripts
+
+The root folder of the repository contains reference train, validation, and inference scripts that work with the included models and other features of this repository. They are adaptable for other datasets and use cases with a little hacking. See [documentation](https://huggingface.co/docs/timm/training_script).
+
+## Awesome PyTorch Resources
+
+One of the greatest assets of PyTorch is the community and their contributions. A few of my favourite resources that pair well with the models and components here are listed below.
+
+### Object Detection, Instance and Semantic Segmentation
+* Detectron2 - https://github.com/facebookresearch/detectron2
+* Segmentation Models (Semantic) - https://github.com/qubvel/segmentation_models.pytorch
+* EfficientDet (Obj Det, Semantic soon) - https://github.com/rwightman/efficientdet-pytorch
+
+### Computer Vision / Image Augmentation
+* Albumentations - https://github.com/albumentations-team/albumentations
+* Kornia - https://github.com/kornia/kornia
+
+### Knowledge Distillation
+* RepDistiller - https://github.com/HobbitLong/RepDistiller
+* torchdistill - https://github.com/yoshitomo-matsubara/torchdistill
+
+### Metric Learning
+* PyTorch Metric Learning - https://github.com/KevinMusgrave/pytorch-metric-learning
+
+### Training / Frameworks
+* fastai - https://github.com/fastai/fastai
+* lightly_train - https://github.com/lightly-ai/lightly-train
+
+### Deployment
+* timmx (Export timm models to ONNX, CoreML, LiteRT, TensorRT, and more) - https://github.com/Boulaouaney/timmx
+
+## Licenses
+
+### Code
+The code here is licensed Apache 2.0. I've taken care to make sure any third party code included or adapted has compatible (permissive) licenses such as MIT, BSD, etc. I've made an effort to avoid any GPL / LGPL conflicts. That said, it is your responsibility to ensure you comply with licenses here and conditions of any dependent licenses. Where applicable, I've linked the sources/references for various components in docstrings. If you think I've missed anything please create an issue.
+
+### Pretrained Weights
+So far all of the pretrained weights available here are pretrained on ImageNet with a select few that have some additional pretraining (see extra note below). ImageNet was released for non-commercial research purposes only (https://image-net.org/download). It's not clear what the implications of that are for the use of pretrained weights from that dataset. Any models I have trained with ImageNet are done for research purposes and one should assume that the original dataset license applies to the weights. It's best to seek legal advice if you intend to use the pretrained weights in a commercial product.
+
+#### Pretrained on more than ImageNet
+Several weights included or references here were pretrained with proprietary datasets that I do not have access to. These include the Facebook WSL, SSL, SWSL ResNe(Xt) and the Google Noisy Student EfficientNet models. The Facebook models have an explicit non-commercial license (CC-BY-NC 4.0, https://github.com/facebookresearch/semi-supervised-ImageNet1K-models, https://github.com/facebookresearch/WSL-Images). The Google models do not appear to have any restriction beyond the Apache 2.0 license (and ImageNet concerns). In either case, you should contact Facebook or Google with any questions.
+
+## Citing
+
+### BibTeX
+
+```bibtex
+@misc{rw2019timm,
+ author = {Ross Wightman},
+ title = {PyTorch Image Models},
+ year = {2019},
+ publisher = {GitHub},
+ journal = {GitHub repository},
+ doi = {10.5281/zenodo.4414861},
+ howpublished = {\url{https://github.com/rwightman/pytorch-image-models}}
+}
+```
+
+### Latest DOI
+
+[](https://zenodo.org/badge/latestdoi/168799526)
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@@ -0,0 +1,354 @@
+Metadata-Version: 2.4
+Name: optuna
+Version: 4.9.0
+Summary: A hyperparameter optimization framework
+Author: Takuya Akiba
+Project-URL: homepage, https://optuna.org/
+Project-URL: repository, https://github.com/optuna/optuna
+Project-URL: documentation, https://optuna.readthedocs.io
+Project-URL: bugtracker, https://github.com/optuna/optuna/issues
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Science/Research
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Programming Language :: Python :: 3.14
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Topic :: Scientific/Engineering
+Classifier: Topic :: Scientific/Engineering :: Mathematics
+Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
+Classifier: Topic :: Software Development
+Classifier: Topic :: Software Development :: Libraries
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Requires-Python: >=3.9
+Description-Content-Type: text/markdown
+License-File: LICENSE
+License-File: LICENSE_THIRD_PARTY
+Requires-Dist: alembic>=1.5.0
+Requires-Dist: colorlog
+Requires-Dist: numpy
+Requires-Dist: packaging>=20.0
+Requires-Dist: sqlalchemy>=1.4.2
+Requires-Dist: tqdm
+Requires-Dist: PyYAML
+Provides-Extra: document
+Requires-Dist: ase; extra == "document"
+Requires-Dist: cmaes>=0.12.0; extra == "document"
+Requires-Dist: fvcore; extra == "document"
+Requires-Dist: kaleido!=0.2.1.post1,<0.4; extra == "document"
+Requires-Dist: lightgbm; extra == "document"
+Requires-Dist: matplotlib!=3.6.0; extra == "document"
+Requires-Dist: pandas; extra == "document"
+Requires-Dist: pillow; extra == "document"
+Requires-Dist: plotly>=4.9.0; extra == "document"
+Requires-Dist: scikit-learn; extra == "document"
+Requires-Dist: sphinx; extra == "document"
+Requires-Dist: sphinx-copybutton; extra == "document"
+Requires-Dist: sphinx-gallery; extra == "document"
+Requires-Dist: sphinx-notfound-page; extra == "document"
+Requires-Dist: sphinx_rtd_theme>=1.2.0; extra == "document"
+Requires-Dist: torch; extra == "document"
+Requires-Dist: torchvision; extra == "document"
+Provides-Extra: optional
+Requires-Dist: boto3; extra == "optional"
+Requires-Dist: cmaes>=0.12.0; extra == "optional"
+Requires-Dist: google-cloud-storage; extra == "optional"
+Requires-Dist: matplotlib!=3.6.0; extra == "optional"
+Requires-Dist: pandas; extra == "optional"
+Requires-Dist: plotly>=4.9.0; extra == "optional"
+Requires-Dist: redis; extra == "optional"
+Requires-Dist: scikit-learn>=0.24.2; extra == "optional"
+Requires-Dist: scipy; extra == "optional"
+Requires-Dist: torch; extra == "optional"
+Requires-Dist: greenlet; extra == "optional"
+Requires-Dist: grpcio; extra == "optional"
+Requires-Dist: protobuf>=5.28.1; extra == "optional"
+Dynamic: license-file
+
+
+Sample code with scikit-learn
+
+[](http://colab.research.google.com/github/optuna/optuna-examples/blob/main/quickstart.ipynb)
+
+```python
+import optuna
+import sklearn
+
+
+# Define an objective function to be minimized.
+def objective(trial):
+
+ # Invoke suggest methods of a Trial object to generate hyperparameters.
+ regressor_name = trial.suggest_categorical("regressor", ["SVR", "RandomForest"])
+ if regressor_name == "SVR":
+ svr_c = trial.suggest_float("svr_c", 1e-10, 1e10, log=True)
+ regressor_obj = sklearn.svm.SVR(C=svr_c)
+ else:
+ rf_max_depth = trial.suggest_int("rf_max_depth", 2, 32)
+ regressor_obj = sklearn.ensemble.RandomForestRegressor(max_depth=rf_max_depth)
+
+ X, y = sklearn.datasets.fetch_california_housing(return_X_y=True)
+ X_train, X_val, y_train, y_val = sklearn.model_selection.train_test_split(X, y, random_state=0)
+
+ regressor_obj.fit(X_train, y_train)
+ y_pred = regressor_obj.predict(X_val)
+
+ error = sklearn.metrics.mean_squared_error(y_val, y_pred)
+
+ return error # An objective value linked with the Trial object.
+
+
+study = optuna.create_study() # Create a new study.
+study.optimize(objective, n_trials=100) # Invoke optimization of the objective function.
+```
+
+
+> [!NOTE]
+> More examples can be found in [optuna/optuna-examples](https://github.com/optuna/optuna-examples).
+>
+> The examples cover diverse problem setups such as multi-objective optimization, constrained optimization, pruning, and distributed optimization.
+
+## Installation
+
+Optuna is available at [the Python Package Index](https://pypi.org/project/optuna/) and on [Anaconda Cloud](https://anaconda.org/conda-forge/optuna).
+
+```bash
+# PyPI
+$ pip install optuna
+```
+
+```bash
+# Anaconda Cloud
+$ conda install -c conda-forge optuna
+```
+
+> [!IMPORTANT]
+> Optuna supports Python 3.9 or newer.
+
+## Integrations
+
+Optuna has integration features with various third-party libraries. Integrations can be found in [optuna/optuna-integration](https://github.com/optuna/optuna-integration) and the document is available [here](https://optuna-integration.readthedocs.io/en/stable/index.html).
+
+
+Supported integration libraries
+
+* [Catboost](https://github.com/optuna/optuna-examples/tree/main/catboost/catboost_pruning.py)
+* [Dask](https://github.com/optuna/optuna-examples/tree/main/dask/dask_simple.py)
+* [fastai](https://github.com/optuna/optuna-examples/tree/main/fastai/fastai_simple.py)
+* [Keras](https://github.com/optuna/optuna-examples/tree/main/keras/keras_integration.py)
+* [LightGBM](https://github.com/optuna/optuna-examples/tree/main/lightgbm/lightgbm_integration.py)
+* [PyTorch](https://github.com/optuna/optuna-examples/tree/main/pytorch/pytorch_simple.py)
+* [PyTorch Ignite](https://github.com/optuna/optuna-examples/tree/main/pytorch/pytorch_ignite_simple.py)
+* [PyTorch Lightning](https://github.com/optuna/optuna-examples/tree/main/pytorch/pytorch_lightning_simple.py)
+* [TensorFlow](https://github.com/optuna/optuna-examples/tree/main/tensorflow/tensorflow_estimator_integration.py)
+* [tf.keras](https://github.com/optuna/optuna-examples/tree/main/tfkeras/tfkeras_integration.py)
+* [XGBoost](https://github.com/optuna/optuna-examples/tree/main/xgboost/xgboost_integration.py)
+
+
+## Web Dashboard
+
+[Optuna Dashboard](https://github.com/optuna/optuna-dashboard) is a real-time web dashboard for Optuna.
+You can check the optimization history, hyperparameter importance, etc. in graphs and tables.
+You don't need to create a Python script to call [Optuna's visualization](https://optuna.readthedocs.io/en/stable/reference/visualization/index.html) functions.
+Feature requests and bug reports are welcome!
+
+
+
+`optuna-dashboard` can be installed via pip:
+
+```shell
+$ pip install optuna-dashboard
+```
+
+> [!TIP]
+> Please check out the convenience of Optuna Dashboard using the sample code below.
+
+
+Sample code to launch Optuna Dashboard
+
+Save the following code as `optimize_toy.py`.
+
+```python
+import optuna
+
+
+def objective(trial):
+ x1 = trial.suggest_float("x1", -100, 100)
+ x2 = trial.suggest_float("x2", -100, 100)
+ return x1**2 + 0.01 * x2**2
+
+
+study = optuna.create_study(storage="sqlite:///db.sqlite3") # Create a new study with database.
+study.optimize(objective, n_trials=100)
+```
+
+Then try the commands below:
+
+```shell
+# Run the study specified above
+$ python optimize_toy.py
+
+# Launch the dashboard based on the storage `sqlite:///db.sqlite3`
+$ optuna-dashboard sqlite:///db.sqlite3
+...
+Listening on http://localhost:8080/
+Hit Ctrl-C to quit.
+```
+
+
+
+
+## OptunaHub
+
+[OptunaHub](https://hub.optuna.org/) is a feature-sharing platform for Optuna.
+You can use the registered features and publish your packages.
+
+### Use registered features
+
+`optunahub` can be installed via pip:
+
+```shell
+$ pip install optunahub
+# Install AutoSampler dependencies (CPU only is sufficient for PyTorch)
+$ pip install cmaes scipy torch --extra-index-url https://download.pytorch.org/whl/cpu
+```
+
+You can load registered module with `optunahub.load_module`.
+
+```python
+import optuna
+import optunahub
+
+
+def objective(trial: optuna.Trial) -> float:
+ x = trial.suggest_float("x", -5, 5)
+ y = trial.suggest_float("y", -5, 5)
+ return x**2 + y**2
+
+
+module = optunahub.load_module(package="samplers/auto_sampler")
+study = optuna.create_study(sampler=module.AutoSampler())
+study.optimize(objective, n_trials=10)
+
+print(study.best_trial.value, study.best_trial.params)
+```
+
+For more details, please refer to [the optunahub documentation](https://optuna.github.io/optunahub/).
+
+### Publish your packages
+
+You can publish your package via [optunahub-registry](https://github.com/optuna/optunahub-registry).
+See the [Tutorials for Contributors](https://optuna.github.io/optunahub/tutorials_for_contributors.html) in OptunaHub.
+
+
+## Communication
+
+- [GitHub Discussions] for questions.
+- [GitHub Issues] for bug reports and feature requests.
+
+[GitHub Discussions]: https://github.com/optuna/optuna/discussions
+[GitHub issues]: https://github.com/optuna/optuna/issues
+
+
+## Contribution
+
+Any contributions to Optuna are more than welcome!
+
+If you are new to Optuna, please check the [good first issues](https://github.com/optuna/optuna/labels/good%20first%20issue). They are relatively simple, well-defined, and often good starting points for you to get familiar with the contribution workflow and other developers.
+
+If you already have contributed to Optuna, we recommend the other [contribution-welcome issues](https://github.com/optuna/optuna/labels/contribution-welcome).
+
+For general guidelines on how to contribute to the project, take a look at [CONTRIBUTING.md](./CONTRIBUTING.md).
+
+
+## Reference
+
+If you use Optuna in one of your research projects, please cite [our KDD paper](https://doi.org/10.1145/3292500.3330701) "Optuna: A Next-generation Hyperparameter Optimization Framework":
+
+
+BibTeX
+
+```bibtex
+@inproceedings{akiba2019optuna,
+ title={{O}ptuna: A Next-Generation Hyperparameter Optimization Framework},
+ author={Akiba, Takuya and Sano, Shotaro and Yanase, Toshihiko and Ohta, Takeru and Koyama, Masanori},
+ booktitle={The 25th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining},
+ pages={2623--2631},
+ year={2019}
+}
+```
+
+
+
+## License
+
+MIT License (see [LICENSE](./LICENSE)).
+
+Optuna uses the codes from SciPy and fdlibm projects (see [LICENSE_THIRD_PARTY](./LICENSE_THIRD_PARTY)).
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@@ -0,0 +1,1600 @@
+Metadata-Version: 2.4
+Name: tqdm
+Version: 4.68.4
+Summary: Fast, Extensible Progress Meter
+Maintainer-email: tqdm developers
+License: MPL-2.0 AND MIT
+Project-URL: homepage, https://tqdm.github.io
+Project-URL: repository, https://github.com/tqdm/tqdm
+Project-URL: changelog, https://tqdm.github.io/releases
+Project-URL: wiki, https://github.com/tqdm/tqdm/wiki
+Keywords: progressbar,progressmeter,progress,bar,meter,rate,eta,console,terminal,time
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Environment :: Console
+Classifier: Environment :: MacOS X
+Classifier: Environment :: Other Environment
+Classifier: Environment :: Win32 (MS Windows)
+Classifier: Environment :: X11 Applications
+Classifier: Framework :: IPython
+Classifier: Framework :: Jupyter
+Classifier: Intended Audience :: Developers
+Classifier: Intended Audience :: Education
+Classifier: Intended Audience :: End Users/Desktop
+Classifier: Intended Audience :: Other Audience
+Classifier: Intended Audience :: System Administrators
+Classifier: Operating System :: MacOS
+Classifier: Operating System :: MacOS :: MacOS X
+Classifier: Operating System :: Microsoft
+Classifier: Operating System :: Microsoft :: MS-DOS
+Classifier: Operating System :: Microsoft :: Windows
+Classifier: Operating System :: POSIX
+Classifier: Operating System :: POSIX :: BSD
+Classifier: Operating System :: POSIX :: BSD :: FreeBSD
+Classifier: Operating System :: POSIX :: Linux
+Classifier: Operating System :: POSIX :: SunOS/Solaris
+Classifier: Operating System :: Unix
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Programming Language :: Python :: 3.14
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: Implementation
+Classifier: Programming Language :: Python :: Implementation :: IronPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Programming Language :: Unix Shell
+Classifier: Topic :: Desktop Environment
+Classifier: Topic :: Education :: Computer Aided Instruction (CAI)
+Classifier: Topic :: Education :: Testing
+Classifier: Topic :: Office/Business
+Classifier: Topic :: Other/Nonlisted Topic
+Classifier: Topic :: Software Development :: Build Tools
+Classifier: Topic :: Software Development :: Libraries
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Topic :: Software Development :: Pre-processors
+Classifier: Topic :: Software Development :: User Interfaces
+Classifier: Topic :: System :: Installation/Setup
+Classifier: Topic :: System :: Logging
+Classifier: Topic :: System :: Monitoring
+Classifier: Topic :: System :: Shells
+Classifier: Topic :: Terminals
+Classifier: Topic :: Utilities
+Requires-Python: >=3.8
+Description-Content-Type: text/x-rst
+License-File: LICENCE
+Requires-Dist: colorama; platform_system == "Windows"
+Provides-Extra: discord
+Requires-Dist: requests; extra == "discord"
+Requires-Dist: envwrap; extra == "discord"
+Provides-Extra: slack
+Requires-Dist: slack-sdk; extra == "slack"
+Requires-Dist: envwrap; extra == "slack"
+Provides-Extra: telegram
+Requires-Dist: requests; extra == "telegram"
+Requires-Dist: envwrap; extra == "telegram"
+Provides-Extra: notebook
+Requires-Dist: ipywidgets>=6; extra == "notebook"
+Dynamic: license-file
+
+|Logo|
+
+tqdm
+====
+
+|Py-Versions| |Versions| |Conda-Forge-Status| |Docker| |Snapcraft|
+
+|Build-Status| |Coverage-Status| |Branch-Coverage-Status| |Codacy-Grade| |Libraries-Rank| |PyPI-Downloads|
+
+|LICENCE| |OpenHub-Status| |colab-demo| |binder-demo| |awesome-python|
+
+``tqdm`` derives from the Arabic word *taqaddum* (تقدّم) which can mean "progress,"
+and is an abbreviation for "I love you so much" in Spanish (*te quiero demasiado*).
+
+Instantly make your loops show a smart progress meter - just wrap any
+iterable with ``tqdm(iterable)``, and you're done!
+
+.. code:: python
+
+ from tqdm import tqdm
+ for i in tqdm(range(10000)):
+ ...
+
+``76%|████████████████████████ | 7568/10000 [00:33<00:10, 229.00it/s]``
+
+``trange(N)`` can be also used as a convenient shortcut for
+``tqdm(range(N))``.
+
+|Screenshot|
+ |Video| |Slides| |Merch|
+
+It can also be executed as a module with pipes:
+
+.. code:: sh
+
+ $ seq 9999999 | tqdm --bytes | wc -l
+ 75.2MB [00:00, 217MB/s]
+ 9999999
+
+ $ tar -zcf - docs/ | tqdm --bytes --total `du -sb docs/ | cut -f1` \
+ > backup.tgz
+ 32%|██████████▍ | 8.89G/27.9G [00:42<01:31, 223MB/s]
+
+Overhead is low -- about 60ns per iteration (80ns with ``tqdm.gui``), and is
+unit tested against performance regression.
+By comparison, the well-established
+`ProgressBar `__ has
+an 800ns/iter overhead.
+
+In addition to its low overhead, ``tqdm`` uses smart algorithms to predict
+the remaining time and to skip unnecessary iteration displays, which allows
+for a negligible overhead in most cases.
+
+``tqdm`` works on any platform
+(Linux, Windows, Mac, FreeBSD, NetBSD, Solaris/SunOS),
+in any console or in a GUI, and is also friendly with IPython/Jupyter notebooks.
+
+``tqdm`` does not require any dependencies (not even ``curses``!), just
+Python and an environment supporting ``carriage return \r`` and
+``line feed \n`` control characters.
+
+**Featured Sponsors**
+
+======== ================================================
+|OpenAI| Your Logo Here
+======== ================================================
+OpenAI `Sponsors `__
+======== ================================================
+
+.. |OpenAI| image:: https://avatars.githubusercontent.com/u/14957082?s=96
+ :target: https://openai.com
+
+------------------------------------------
+
+.. contents:: Table of contents
+ :backlinks: top
+ :local:
+
+
+Installation
+------------
+
+Latest PyPI stable release
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+|Versions| |PyPI-Downloads| |Libraries-Dependents|
+
+.. code:: sh
+
+ pip install tqdm
+
+Latest development release on GitHub
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+|GitHub-Status| |GitHub-Stars| |GitHub-Commits| |GitHub-Forks| |GitHub-Updated|
+
+Pull and install pre-release ``devel`` branch:
+
+.. code:: sh
+
+ pip install "git+https://github.com/tqdm/tqdm.git@devel#egg=tqdm"
+
+Latest Conda release
+~~~~~~~~~~~~~~~~~~~~
+
+|Conda-Forge-Status|
+
+.. code:: sh
+
+ conda install -c conda-forge tqdm
+
+Latest Snapcraft release
+~~~~~~~~~~~~~~~~~~~~~~~~
+
+|Snapcraft|
+
+There are 3 channels to choose from:
+
+.. code:: sh
+
+ snap install tqdm # implies --stable, i.e. latest tagged release
+ snap install tqdm --candidate # master branch
+ snap install tqdm --edge # devel branch
+
+Note that ``snap`` binaries are purely for CLI use (not ``import``-able), and
+automatically set up ``bash`` tab-completion.
+
+Latest Docker release
+~~~~~~~~~~~~~~~~~~~~~
+
+|Docker|
+
+.. code:: sh
+
+ docker pull tqdm/tqdm
+ docker run -i --rm tqdm/tqdm --help
+
+Other
+~~~~~
+
+There are other (unofficial) places where ``tqdm`` may be downloaded, particularly for CLI use:
+
+|Repology|
+
+.. |Repology| image:: https://repology.org/badge/tiny-repos/python:tqdm.svg
+ :target: https://repology.org/project/python:tqdm/versions
+
+Changelog
+---------
+
+The list of all changes is available either on GitHub's Releases:
+|GitHub-Status|, on the
+`wiki `__, or on the
+`website `__.
+
+
+Usage
+-----
+
+``tqdm`` is very versatile and can be used in a number of ways.
+The three main ones are given below.
+
+Iterable-based
+~~~~~~~~~~~~~~
+
+Wrap ``tqdm()`` around any iterable:
+
+.. code:: python
+
+ from tqdm import tqdm
+ from time import sleep
+
+ text = ""
+ for char in tqdm(["a", "b", "c", "d"]):
+ sleep(0.25)
+ text = text + char
+
+``trange(i)`` is a special optimised instance of ``tqdm(range(i))``:
+
+.. code:: python
+
+ from tqdm import trange
+
+ for i in trange(100):
+ sleep(0.01)
+
+Instantiation outside of the loop allows for manual control over ``tqdm()``:
+
+.. code:: python
+
+ pbar = tqdm(["a", "b", "c", "d"])
+ for char in pbar:
+ sleep(0.25)
+ pbar.set_description("Processing %s" % char)
+
+Manual
+~~~~~~
+
+Manual control of ``tqdm()`` updates using a ``with`` statement:
+
+.. code:: python
+
+ with tqdm(total=100) as pbar:
+ for i in range(10):
+ sleep(0.1)
+ pbar.update(10)
+
+If the optional variable ``total`` (or an iterable with ``len()``) is
+provided, predictive stats are displayed.
+
+``with`` is also optional (you can just assign ``tqdm()`` to a variable,
+but in this case don't forget to ``del`` or ``close()`` at the end:
+
+.. code:: python
+
+ pbar = tqdm(total=100)
+ for i in range(10):
+ sleep(0.1)
+ pbar.update(10)
+ pbar.close()
+
+Module
+~~~~~~
+
+Perhaps the most wonderful use of ``tqdm`` is in a script or on the command
+line. Simply inserting ``tqdm`` (or ``python -m tqdm``) between pipes will pass
+through all ``stdin`` to ``stdout`` while printing progress to ``stderr``.
+
+The example below demonstrate counting the number of lines in all Python files
+in the current directory, with timing information included.
+
+.. code:: sh
+
+ $ time find . -name '*.py' -type f -exec cat \{} \; | wc -l
+ 857365
+
+ real 0m3.458s
+ user 0m0.274s
+ sys 0m3.325s
+
+ $ time find . -name '*.py' -type f -exec cat \{} \; | tqdm | wc -l
+ 857366it [00:03, 246471.31it/s]
+ 857365
+
+ real 0m3.585s
+ user 0m0.862s
+ sys 0m3.358s
+
+Note that the usual arguments for ``tqdm`` can also be specified.
+
+.. code:: sh
+
+ $ find . -name '*.py' -type f -exec cat \{} \; |
+ tqdm --unit loc --unit_scale --total 857366 >> /dev/null
+ 100%|█████████████████████████████████| 857K/857K [00:04<00:00, 246Kloc/s]
+
+Backing up a large directory?
+
+.. code:: sh
+
+ $ tar -zcf - docs/ | tqdm --bytes --total `du -sb docs/ | cut -f1` \
+ > backup.tgz
+ 44%|██████████████▊ | 153M/352M [00:14<00:18, 11.0MB/s]
+
+This can be beautified further:
+
+.. code:: sh
+
+ $ BYTES=$(du -sb docs/ | cut -f1)
+ $ tar -cf - docs/ \
+ | tqdm --bytes --total "$BYTES" --desc Processing | gzip \
+ | tqdm --bytes --total "$BYTES" --desc Compressed --position 1 \
+ > ~/backup.tgz
+ Processing: 100%|██████████████████████| 352M/352M [00:14<00:00, 30.2MB/s]
+ Compressed: 42%|█████████▎ | 148M/352M [00:14<00:19, 10.9MB/s]
+
+Or done on a file level using 7-zip:
+
+.. code:: sh
+
+ $ 7z a -bd -r backup.7z docs/ | grep Compressing \
+ | tqdm --total $(find docs/ -type f | wc -l) --unit files \
+ | grep -v Compressing
+ 100%|██████████████████████████▉| 15327/15327 [01:00<00:00, 712.96files/s]
+
+Pre-existing CLI programs already outputting basic progress information will
+benefit from ``tqdm``'s ``--update`` and ``--update_to`` flags:
+
+.. code:: sh
+
+ $ seq 3 0.1 5 | tqdm --total 5 --update_to --null
+ 100%|████████████████████████████████████| 5.0/5 [00:00<00:00, 9673.21it/s]
+ $ seq 10 | tqdm --update --null # 1 + 2 + ... + 10 = 55 iterations
+ 55it [00:00, 90006.52it/s]
+
+FAQ and Known Issues
+--------------------
+
+|GitHub-Issues|
+
+The most common issues relate to excessive output on multiple lines, instead
+of a neat one-line progress bar.
+
+- Consoles in general: require support for carriage return (``CR``, ``\r``).
+
+ * Some cloud logging consoles which don't support ``\r`` properly
+ (`cloudwatch `__,
+ `K8s `__) may benefit from
+ ``export TQDM_POSITION=-1``.
+
+- Nested progress bars:
+
+ * Consoles in general: require support for moving cursors up to the
+ previous line. For example,
+ `IDLE `__,
+ `ConEmu `__ and
+ `PyCharm `__ (also
+ `here `__,
+ `here `__, and
+ `here `__)
+ lack full support.
+ * Windows: additionally may require the Python module ``colorama``
+ to ensure nested bars stay within their respective lines.
+
+- Unicode:
+
+ * Environments which report that they support unicode will have solid smooth
+ progress bars. The fallback is an ``ascii``-only bar.
+ * Windows consoles often only partially support unicode and thus
+ `often require explicit ascii=True `__
+ (also `here `__). This is due to
+ either normal-width unicode characters being incorrectly displayed as
+ "wide", or some unicode characters not rendering.
+
+- Wrapping generators:
+
+ * Generator wrapper functions tend to hide the length of iterables.
+ ``tqdm`` does not.
+ * Replace ``tqdm(enumerate(...))`` with ``enumerate(tqdm(...))`` or
+ ``tqdm(enumerate(x), total=len(x), ...)``.
+ The same applies to ``numpy.ndenumerate``.
+ * Replace ``tqdm(zip(a, b))`` with ``zip(tqdm(a), b)`` or even
+ ``zip(tqdm(a), tqdm(b))``.
+ * The same applies to ``itertools``.
+ * Some useful convenience functions can be found under ``tqdm.contrib``.
+
+- `No intermediate output in docker-compose `__:
+ use ``docker-compose run`` instead of ``docker-compose up`` and ``tty: true``.
+
+- Overriding defaults via environment variables:
+ e.g. in CI/cloud jobs, ``export TQDM_MININTERVAL=5`` to avoid log spam.
+ This override logic is handled by the ``tqdm.utils.envwrap`` decorator
+ (useful independent of ``tqdm``).
+
+If you come across any other difficulties, browse and file |GitHub-Issues|.
+
+Documentation
+-------------
+
+|Py-Versions| |README-Hits| (Since 19 May 2016)
+
+.. code:: python
+
+ class tqdm():
+ """
+ Decorate an iterable object, returning an iterator which acts exactly
+ like the original iterable, but prints a dynamically updating
+ progress bar every time a value is requested.
+ """
+
+ @envwrap("tqdm") # override defaults via env vars
+ def __init__(self, iterable=None, desc=None, total=None, leave=True,
+ file=None, ncols=None, mininterval=0.1,
+ maxinterval=10.0, miniters=None, ascii=None, disable=False,
+ unit='it', unit_scale=False, dynamic_ncols=False,
+ smoothing=0.3, bar_format=None, initial=0, position=None,
+ postfix=None, unit_divisor=1000, write_bytes=False,
+ lock_args=None, nrows=None, colour=None, delay=0):
+
+Parameters
+~~~~~~~~~~
+
+* iterable : iterable, optional
+ Iterable to decorate with a progress bar.
+ Leave blank to manually manage the updates.
+* desc : str, optional
+ Prefix for the progress bar.
+* total : int or float, optional
+ The number of expected iterations. If unspecified,
+ len(iterable) is used if possible. If float("inf") or as a last
+ resort, only basic progress statistics are displayed
+ (no ETA, no progress bar).
+ If ``gui`` is True and this parameter needs subsequent updating,
+ specify an initial arbitrary large positive number,
+ e.g. 9e9.
+* leave : bool, optional
+ If [default: True], keeps all traces of the progress bar
+ upon termination of iteration.
+ If ``None``, will leave only if ``position`` is ``0``.
+* file : ``io.TextIOWrapper`` or ``io.StringIO``, optional
+ Specifies where to output the progress messages
+ (default: sys.stderr). Uses ``file.write(str)`` and ``file.flush()``
+ methods. For encoding, see ``write_bytes``.
+* ncols : int, optional
+ The width of the entire output message. If specified,
+ dynamically resizes the progress bar to stay within this bound.
+ If unspecified, attempts to use environment width. The
+ fallback is a meter width of 10 and no limit for the counter and
+ statistics. If 0, will not print any meter (only stats).
+* mininterval : float, optional
+ Minimum progress display update interval [default: 0.1] seconds.
+* maxinterval : float, optional
+ Maximum progress display update interval [default: 10] seconds.
+ Automatically adjusts ``miniters`` to correspond to ``mininterval``
+ after long display update lag. Only works if ``dynamic_miniters``
+ or monitor thread is enabled.
+* miniters : int or float, optional
+ Minimum progress display update interval, in iterations.
+ If 0 and ``dynamic_miniters``, will automatically adjust to equal
+ ``mininterval`` (more CPU efficient, good for tight loops).
+ If > 0, will skip display of specified number of iterations.
+ Tweak this and ``mininterval`` to get very efficient loops.
+ If your progress is erratic with both fast and slow iterations
+ (network, skipping items, etc) you should set miniters=1.
+* ascii : bool or str, optional
+ If unspecified or False, use unicode (smooth blocks) to fill
+ the meter. The fallback is to use ASCII characters " 123456789#".
+* disable : bool, optional
+ Whether to disable the entire progress bar wrapper
+ [default: False]. If set to None, disable on non-TTY.
+* unit : str, optional
+ String that will be used to define the unit of each iteration
+ [default: it].
+* unit_scale : bool or int or float, optional
+ If 1 or True, the number of iterations will be reduced/scaled
+ automatically and a metric prefix following the
+ International System of Units standard will be added
+ (kilo, mega, etc.) [default: False]. If any other non-zero
+ number, will scale ``total`` and ``n``.
+* dynamic_ncols : bool, optional
+ If set, constantly alters ``ncols`` and ``nrows`` to the
+ environment (allowing for window resizes) [default: False].
+* smoothing : float, optional
+ Exponential moving average smoothing factor for speed estimates
+ (ignored in GUI mode). Ranges from 0 (average speed) to 1
+ (current/instantaneous speed) [default: 0.3].
+* bar_format : str, optional
+ Specify a custom bar string formatting. May impact performance.
+ [default: '{l_bar}{bar}{r_bar}'], where
+ l_bar='{desc}: {percentage:3.0f}%|' and
+ r_bar='| {n_fmt}/{total_fmt} [{elapsed}<{remaining}, '
+ '{rate_fmt}{postfix}]'
+ Possible vars: l_bar, bar, r_bar, n, n_fmt, total, total_fmt,
+ percentage, elapsed, elapsed_s, ncols, nrows, desc, unit,
+ rate, rate_fmt, rate_noinv, rate_noinv_fmt,
+ rate_inv, rate_inv_fmt, postfix, unit_divisor,
+ remaining, remaining_s, eta.
+ Note that a trailing ": " is automatically removed after {desc}
+ if the latter is empty.
+* initial : int or float, optional
+ The initial counter value. Useful when restarting a progress
+ bar [default: 0]. If using float, consider specifying ``{n:.3f}``
+ or similar in ``bar_format``, or specifying ``unit_scale``.
+* position : int, optional
+ Specify the line offset to print this bar (starting from 0)
+ Automatic if unspecified.
+ Useful to manage multiple bars at once (eg, from threads).
+* postfix : dict or ``*``, optional
+ Specify additional stats to display at the end of the bar.
+ Calls ``set_postfix(**postfix)`` if possible (dict).
+* unit_divisor : float, optional
+ [default: 1000], ignored unless ``unit_scale`` is True.
+* write_bytes : bool, optional
+ Whether to write bytes. If (default: False) will write unicode.
+* lock_args : tuple, optional
+ Passed to ``refresh`` for intermediate output
+ (initialisation, iterating, and updating).
+* nrows : int, optional
+ The screen height. If specified, hides nested bars outside this
+ bound. If unspecified, attempts to use environment height.
+ The fallback is 20.
+* colour : str, optional
+ Bar colour (e.g. 'green', '#00ff00').
+* delay : float, optional
+ Don't display until [default: 0] seconds have elapsed.
+
+Extra CLI Options
+~~~~~~~~~~~~~~~~~
+
+* delim : chr, optional
+ Delimiting character [default: '\n']. Use '\0' for null.
+ N.B.: on Windows systems, Python converts '\n' to '\r\n'.
+* buf_size : int, optional
+ String buffer size in bytes [default: 256]
+ used when ``delim`` is specified.
+* bytes : bool, optional
+ If true, will count bytes, ignore ``delim``, and default
+ ``unit_scale`` to True, ``unit_divisor`` to 1024, and ``unit`` to 'B'.
+* tee : bool, optional
+ If true, passes ``stdin`` to both ``stderr`` and ``stdout``.
+* update : bool, optional
+ If true, will treat input as newly elapsed iterations,
+ i.e. numbers to pass to ``update()``. Note that this is slow
+ (~2e5 it/s) since every input must be decoded as a number.
+* update_to : bool, optional
+ If true, will treat input as total elapsed iterations,
+ i.e. numbers to assign to ``self.n``. Note that this is slow
+ (~2e5 it/s) since every input must be decoded as a number.
+* null : bool, optional
+ If true, will discard input (no stdout).
+* manpath : str, optional
+ Directory in which to install tqdm man pages.
+* comppath : str, optional
+ Directory in which to place tqdm completion.
+* log : str, optional
+ CRITICAL|FATAL|ERROR|WARN(ING)|[default: 'INFO']|DEBUG|NOTSET.
+
+Returns
+~~~~~~~
+
+* out : decorated iterator.
+
+.. code:: python
+
+ class tqdm():
+ def update(self, n=1):
+ """
+ Manually update the progress bar, useful for streams
+ such as reading files.
+ E.g.:
+ >>> t = tqdm(total=filesize) # Initialise
+ >>> for current_buffer in stream:
+ ... ...
+ ... t.update(len(current_buffer))
+ >>> t.close()
+ The last line is highly recommended, but possibly not necessary if
+ `t.update()` will be called in such a way that `filesize` will be
+ exactly reached and printed.
+
+ Parameters
+ ----------
+ n : int or float, optional
+ Increment to add to the internal counter of iterations
+ [default: 1]. If using float, consider specifying `{n:.3f}`
+ or similar in `bar_format`, or specifying `unit_scale`.
+
+ Returns
+ -------
+ out : bool or None
+ True if a `display()` was triggered.
+ """
+
+ def close(self):
+ """Cleanup and (if leave=False) close the progress bar."""
+
+ def clear(self, nomove=False):
+ """Clear current bar display."""
+
+ def refresh(self):
+ """
+ Force refresh the display of this bar.
+
+ Parameters
+ ----------
+ nolock : bool, optional
+ If `True`, does not lock.
+ If [default: `False`]: calls `acquire()` on internal lock.
+ lock_args : tuple, optional
+ Passed to internal lock's `acquire()`.
+ If specified, will only `display()` if `acquire()` returns `True`.
+ """
+
+ def unpause(self):
+ """Restart tqdm timer from last print time."""
+
+ def reset(self, total=None):
+ """
+ Resets to 0 iterations for repeated use.
+
+ Consider combining with `leave=True`.
+
+ Parameters
+ ----------
+ total : int or float, optional. Total to use for the new bar.
+ """
+
+ def set_description(self, desc=None, refresh=True):
+ """
+ Set/modify description of the progress bar.
+
+ Parameters
+ ----------
+ desc : str, optional
+ refresh : bool, optional
+ Forces refresh [default: True].
+ """
+
+ def set_postfix(self, ordered_dict=None, refresh=True, **tqdm_kwargs):
+ """
+ Set/modify postfix (additional stats)
+ with automatic formatting based on datatype.
+
+ Parameters
+ ----------
+ ordered_dict : dict or OrderedDict, optional
+ refresh : bool, optional
+ Forces refresh [default: True].
+ kwargs : dict, optional
+ """
+
+ @classmethod
+ def write(cls, s, file=sys.stdout, end="\n"):
+ """Print a message via tqdm (without overlap with bars)."""
+
+ @property
+ def format_dict(self):
+ """Public API for read-only member access."""
+
+ def display(self, msg=None, pos=None):
+ """
+ Use `self.sp` to display `msg` in the specified `pos`.
+
+ Consider overloading this function when inheriting to use e.g.:
+ `self.some_frontend(**self.format_dict)` instead of `self.sp`.
+
+ Parameters
+ ----------
+ msg : str, optional. What to display (default: `repr(self)`).
+ pos : int, optional. Position to `moveto`
+ (default: `abs(self.pos)`).
+ """
+
+ @classmethod
+ @contextmanager
+ def wrapattr(cls, stream, method, total=None, bytes=True, **tqdm_kwargs):
+ """
+ stream : file-like object.
+ method : str, "read" or "write". The result of `read()` and
+ the first argument of `write()` should have a `len()`.
+
+ >>> with tqdm.wrapattr(file_obj, "read", total=file_obj.size) as fobj:
+ ... while True:
+ ... chunk = fobj.read(chunk_size)
+ ... if not chunk:
+ ... break
+ """
+
+ @classmethod
+ def pandas(cls, *targs, **tqdm_kwargs):
+ """Registers the current `tqdm` class with `pandas`."""
+
+ def trange(*args, **tqdm_kwargs):
+ """Shortcut for `tqdm(range(*args), **tqdm_kwargs)`."""
+
+Convenience Functions
+~~~~~~~~~~~~~~~~~~~~~
+
+.. code:: python
+
+ def tqdm.contrib.tenumerate(iterable, start=0, total=None,
+ tqdm_class=tqdm.auto.tqdm, **tqdm_kwargs):
+ """Equivalent of `numpy.ndenumerate` or builtin `enumerate`."""
+
+ def tqdm.contrib.tzip(iter1, *iter2plus, **tqdm_kwargs):
+ """Equivalent of builtin `zip`."""
+
+ def tqdm.contrib.tmap(function, *sequences, **tqdm_kwargs):
+ """Equivalent of builtin `map`."""
+
+Submodules
+~~~~~~~~~~
+
+.. code:: python
+
+ class tqdm.notebook.tqdm(tqdm.tqdm):
+ """IPython/Jupyter Notebook widget."""
+
+ class tqdm.auto.tqdm(tqdm.tqdm):
+ """Automatically chooses between `tqdm.notebook` and `tqdm.tqdm`."""
+
+ class tqdm.asyncio.tqdm(tqdm.tqdm):
+ """Asynchronous version."""
+ @classmethod
+ def as_completed(cls, fs, *, loop=None, timeout=None, total=None,
+ **tqdm_kwargs):
+ """Wrapper for `asyncio.as_completed`."""
+
+ class tqdm.gui.tqdm(tqdm.tqdm):
+ """Matplotlib GUI version."""
+
+ class tqdm.tk.tqdm(tqdm.tqdm):
+ """Tkinter GUI version."""
+
+ class tqdm.rich.tqdm(tqdm.tqdm):
+ """`rich.progress` version."""
+
+ class tqdm.keras.TqdmCallback(keras.callbacks.Callback):
+ """Keras callback for epoch and batch progress."""
+
+ class tqdm.dask.TqdmCallback(dask.callbacks.Callback):
+ """Dask callback for task progress."""
+
+
+``contrib``
++++++++++++
+
+The ``tqdm.contrib`` package also contains experimental modules:
+
+- `tqdm.contrib.itertools `__ bots
+- `tqdm.contrib.discord `__ bots
+- `tqdm.contrib.telegram `__ bots
+- `tqdm.contrib.bells `__
+ folder;
+- import the module and run ``help()``;
+- consult the `wiki `__;
+
+ * this has an
+ `excellent article `__
+ on how to make a **great** progress bar;
+
+- check out the `slides from PyData London `__, or
+- run the |binder-demo|.
+
+Description and additional stats
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+Custom information can be displayed and updated dynamically on ``tqdm`` bars
+with the ``desc`` and ``postfix`` arguments:
+
+.. code:: python
+
+ from tqdm import tqdm, trange
+ from random import random, randint
+ from time import sleep
+
+ with trange(10) as t:
+ for i in t:
+ # Description will be displayed on the left
+ t.set_description('GEN %i' % i)
+ # Postfix will be displayed on the right,
+ # formatted automatically based on argument's datatype
+ t.set_postfix(loss=random(), gen=randint(1,999), str='h',
+ lst=[1, 2])
+ sleep(0.1)
+
+ with tqdm(total=10, bar_format="{postfix[0]} {postfix[1][value]:>8.2g}",
+ postfix=["Batch", {"value": 0}]) as t:
+ for i in range(10):
+ sleep(0.1)
+ t.postfix[1]["value"] = i / 2
+ t.update()
+
+Points to remember when using ``{postfix[...]}`` in the ``bar_format`` string:
+
+- ``postfix`` also needs to be passed as an initial argument in a compatible
+ format, and
+- ``postfix`` will be auto-converted to a string if it is a ``dict``-like
+ object. To prevent this behaviour, insert an extra item into the dictionary
+ where the key is not a string.
+
+Additional ``bar_format`` parameters may also be defined by overriding
+``format_dict``, and the bar itself may be modified using ``ascii``:
+
+.. code:: python
+
+ from tqdm import tqdm
+ class TqdmExtraFormat(tqdm):
+ """Provides a `total_time` format parameter"""
+ @property
+ def format_dict(self):
+ d = super().format_dict
+ total_time = d["elapsed"] * (d["total"] or 0) / max(d["n"], 1)
+ d.update(total_time=self.format_interval(total_time) + " in total")
+ return d
+
+ for i in TqdmExtraFormat(
+ range(9), ascii=" .oO0",
+ bar_format="{total_time}: {percentage:.0f}%|{bar}{r_bar}"):
+ if i == 4:
+ break
+
+.. code::
+
+ 00:00 in total: 44%|0000. | 4/9 [00:00<00:00, 962.93it/s]
+
+Note that ``{bar}`` also supports a format specifier ``[width][type]``.
+
+- ``width``
+
+ * unspecified (default): automatic to fill ``ncols``
+ * ``int >= 0``: fixed width overriding ``ncols`` logic
+ * ``int < 0``: subtract from the automatic default
+
+- ``type``
+
+ * ``a``: ascii (``ascii=True`` override)
+ * ``u``: unicode (``ascii=False`` override)
+ * ``b``: blank (``ascii=" "`` override)
+
+This means a fixed bar with right-justified text may be created by using:
+``bar_format="{l_bar}{bar:10}|{bar:-10b}right-justified"``
+
+Nested progress bars
+~~~~~~~~~~~~~~~~~~~~
+
+``tqdm`` supports nested progress bars. Here's an example:
+
+.. code:: python
+
+ from tqdm.auto import trange
+ from time import sleep
+
+ for i in trange(4, desc='1st loop'):
+ for j in trange(5, desc='2nd loop'):
+ for k in trange(50, desc='3rd loop', leave=False):
+ sleep(0.01)
+
+For manual control over positioning (e.g. for multi-processing use),
+you may specify ``position=n`` where ``n=0`` for the outermost bar,
+``n=1`` for the next, and so on.
+However, it's best to check if ``tqdm`` can work without manual ``position``
+first.
+
+.. code:: python
+
+ from time import sleep
+ from tqdm import trange, tqdm
+ from multiprocessing import Pool, RLock, freeze_support
+
+ L = list(range(9))
+
+ def progresser(n):
+ interval = 0.001 / (n + 2)
+ total = 5000
+ text = f"#{n}, est. {interval * total:<04.2}s"
+ for _ in trange(total, desc=text, position=n):
+ sleep(interval)
+
+ if __name__ == '__main__':
+ freeze_support() # for Windows support
+ tqdm.set_lock(RLock()) # for managing output contention
+ p = Pool(initializer=tqdm.set_lock, initargs=(tqdm.get_lock(),))
+ p.map(progresser, L)
+
+Note that in Python 3, ``tqdm.write`` is thread-safe:
+
+.. code:: python
+
+ from time import sleep
+ from tqdm import tqdm, trange
+ from concurrent.futures import ThreadPoolExecutor
+
+ L = list(range(9))
+
+ def progresser(n):
+ interval = 0.001 / (n + 2)
+ total = 5000
+ text = f"#{n}, est. {interval * total:<04.2}s"
+ for _ in trange(total, desc=text):
+ sleep(interval)
+ if n == 6:
+ tqdm.write("n == 6 completed.")
+ tqdm.write("`tqdm.write()` is thread-safe in py3!")
+
+ if __name__ == '__main__':
+ with ThreadPoolExecutor() as p:
+ p.map(progresser, L)
+
+Hooks and callbacks
+~~~~~~~~~~~~~~~~~~~
+
+``tqdm`` can easily support callbacks/hooks and manual updates.
+Here's an example with ``urllib``:
+
+**``urllib.urlretrieve`` documentation**
+
+ | [...]
+ | If present, the hook function will be called once
+ | on establishment of the network connection and once after each block read
+ | thereafter. The hook will be passed three arguments; a count of blocks
+ | transferred so far, a block size in bytes, and the total size of the file.
+ | [...]
+
+.. code:: python
+
+ import urllib, os
+ from tqdm import tqdm
+ urllib = getattr(urllib, 'request', urllib)
+
+ class TqdmUpTo(tqdm):
+ """Provides `update_to(n)` which uses `tqdm.update(delta_n)`."""
+ def update_to(self, b=1, bsize=1, tsize=None):
+ """
+ b : int, optional
+ Number of blocks transferred so far [default: 1].
+ bsize : int, optional
+ Size of each block (in tqdm units) [default: 1].
+ tsize : int, optional
+ Total size (in tqdm units). If [default: None] remains unchanged.
+ """
+ if tsize is not None:
+ self.total = tsize
+ return self.update(b * bsize - self.n) # also sets self.n = b * bsize
+
+ eg_link = "https://cgi.cdcl.ml/matryoshka.zip"
+ with TqdmUpTo(unit='B', unit_scale=True, unit_divisor=1024, miniters=1,
+ desc=eg_link.split('/')[-1]) as t: # all optional kwargs
+ urllib.urlretrieve(eg_link, filename=os.devnull,
+ reporthook=t.update_to, data=None)
+ t.total = t.n
+
+Inspired by `twine#242 `__.
+Functional alternative in
+`examples/tqdm_wget.py `__.
+
+It is recommend to use ``miniters=1`` whenever there is potentially
+large differences in iteration speed (e.g. downloading a file over
+a patchy connection).
+
+**Wrapping read/write methods**
+
+To measure throughput through a file-like object's ``read`` or ``write``
+methods, use ``CallbackIOWrapper``:
+
+.. code:: python
+
+ from tqdm.auto import tqdm
+ from tqdm.utils import CallbackIOWrapper
+
+ with tqdm(total=file_obj.size,
+ unit='B', unit_scale=True, unit_divisor=1024) as t:
+ fobj = CallbackIOWrapper(t.update, file_obj, "read")
+ while True:
+ chunk = fobj.read(chunk_size)
+ if not chunk:
+ break
+ t.reset()
+ # ... continue to use `t` for something else
+
+Alternatively, use the even simpler ``wrapattr`` convenience function,
+which would condense both the ``urllib`` and ``CallbackIOWrapper`` examples
+down to:
+
+.. code:: python
+
+ import urllib, os
+ from tqdm import tqdm
+
+ eg_link = "https://cgi.cdcl.ml/matryoshka.zip"
+ response = getattr(urllib, 'request', urllib).urlopen(eg_link)
+ with tqdm.wrapattr(open(os.devnull, "wb"), "write",
+ miniters=1, desc=eg_link.split('/')[-1],
+ total=getattr(response, 'length', None)) as fout:
+ for chunk in response:
+ fout.write(chunk)
+
+The ``requests`` equivalent is nearly identical:
+
+.. code:: python
+
+ import requests, os
+ from tqdm import tqdm
+
+ eg_link = "https://cgi.cdcl.ml/matryoshka.zip"
+ response = requests.get(eg_link, stream=True)
+ with tqdm.wrapattr(open(os.devnull, "wb"), "write",
+ miniters=1, desc=eg_link.split('/')[-1],
+ total=int(response.headers.get('content-length', 0))) as fout:
+ for chunk in response.iter_content(chunk_size=4096):
+ fout.write(chunk)
+
+**Custom callback**
+
+``tqdm`` is known for intelligently skipping unnecessary displays. To make a
+custom callback take advantage of this, simply use the return value of
+``update()``. This is set to ``True`` if a ``display()`` was triggered.
+
+.. code:: python
+
+ from tqdm.auto import tqdm as std_tqdm
+
+ def external_callback(*args, **kwargs):
+ ...
+
+ class TqdmExt(std_tqdm):
+ def update(self, n=1):
+ displayed = super().update(n)
+ if displayed:
+ external_callback(**self.format_dict)
+ return displayed
+
+``asyncio``
+~~~~~~~~~~~
+
+Note that ``break`` isn't currently caught by asynchronous iterators.
+This means that ``tqdm`` cannot clean up after itself in this case:
+
+.. code:: python
+
+ from tqdm.asyncio import tqdm
+
+ async for i in tqdm(range(9)):
+ if i == 2:
+ break
+
+Instead, either call ``pbar.close()`` manually or use the context manager syntax:
+
+.. code:: python
+
+ from tqdm.asyncio import tqdm
+
+ with tqdm(range(9)) as pbar:
+ async for i in pbar:
+ if i == 2:
+ break
+
+Pandas Integration
+~~~~~~~~~~~~~~~~~~
+
+Due to popular demand we've added support for ``pandas`` -- here's an example
+for ``DataFrame.progress_apply`` and ``DataFrameGroupBy.progress_apply``:
+
+.. code:: python
+
+ import pandas as pd
+ import numpy as np
+ from tqdm import tqdm
+
+ df = pd.DataFrame(np.random.randint(0, 100, (100000, 6)))
+
+ # Register `pandas.progress_apply` and `pandas.Series.map_apply` with `tqdm`
+ # (can use `tqdm.gui.tqdm`, `tqdm.notebook.tqdm`, optional kwargs, etc.)
+ tqdm.pandas(desc="my bar!")
+
+ # Now you can use `progress_apply` instead of `apply`
+ # and `progress_map` instead of `map`
+ df.progress_apply(lambda x: x**2)
+ # can also groupby:
+ # df.groupby(0).progress_apply(lambda x: x**2)
+
+In case you're interested in how this works (and how to modify it for your
+own callbacks), see the
+`examples `__
+folder or import the module and run ``help()``.
+
+Keras Integration
+~~~~~~~~~~~~~~~~~
+
+A ``keras`` callback is also available:
+
+.. code:: python
+
+ from tqdm.keras import TqdmCallback
+
+ ...
+
+ model.fit(..., verbose=0, callbacks=[TqdmCallback()])
+
+Dask Integration
+~~~~~~~~~~~~~~~~
+
+A ``dask`` callback is also available:
+
+.. code:: python
+
+ from tqdm.dask import TqdmCallback
+
+ with TqdmCallback(desc="compute"):
+ ...
+ arr.compute()
+
+ # or use callback globally
+ cb = TqdmCallback(desc="global")
+ cb.register()
+ arr.compute()
+
+IPython/Jupyter Integration
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+IPython/Jupyter is supported via the ``tqdm.notebook`` submodule:
+
+.. code:: python
+
+ from tqdm.notebook import trange, tqdm
+ from time import sleep
+
+ for i in trange(3, desc='1st loop'):
+ for j in tqdm(range(100), desc='2nd loop'):
+ sleep(0.01)
+
+In addition to ``tqdm`` features, the submodule provides a native Jupyter
+widget (compatible with IPython v1-v4 and Jupyter), fully working nested bars
+and colour hints (blue: normal, green: completed, red: error/interrupt,
+light blue: no ETA); as demonstrated below.
+
+|Screenshot-Jupyter1|
+|Screenshot-Jupyter2|
+|Screenshot-Jupyter3|
+
+The ``notebook`` version supports percentage or pixels for overall width
+(e.g.: ``ncols='100%'`` or ``ncols='480px'``).
+
+It is also possible to let ``tqdm`` automatically choose between
+console or notebook versions by using the ``autonotebook`` submodule:
+
+.. code:: python
+
+ from tqdm.autonotebook import tqdm
+ tqdm.pandas()
+
+Note that this will issue a ``TqdmExperimentalWarning`` if run in a notebook
+since it is not meant to be possible to distinguish between ``jupyter notebook``
+and ``jupyter console``. Use ``auto`` instead of ``autonotebook`` to suppress
+this warning.
+
+Note that notebooks will display the bar in the cell where it was created.
+This may be a different cell from the one where it is used.
+If this is not desired, either
+
+- delay the creation of the bar to the cell where it must be displayed, or
+- create the bar with ``display=False``, and in a later cell call
+ ``display(bar.container)``:
+
+.. code:: python
+
+ from tqdm.notebook import tqdm
+ pbar = tqdm(..., display=False)
+
+.. code:: python
+
+ # different cell
+ display(pbar.container)
+
+The ``keras`` callback has a ``display()`` method which can be used likewise:
+
+.. code:: python
+
+ from tqdm.keras import TqdmCallback
+ cbk = TqdmCallback(display=False)
+
+.. code:: python
+
+ # different cell
+ cbk.display()
+ model.fit(..., verbose=0, callbacks=[cbk])
+
+Another possibility is to have a single bar (near the top of the notebook)
+which is constantly re-used (using ``reset()`` rather than ``close()``).
+For this reason, the notebook version (unlike the CLI version) does not
+automatically call ``close()`` upon ``Exception``.
+
+.. code:: python
+
+ from tqdm.notebook import tqdm
+ pbar = tqdm()
+
+.. code:: python
+
+ # different cell
+ iterable = range(100)
+ pbar.reset(total=len(iterable)) # initialise with new `total`
+ for i in iterable:
+ pbar.update()
+ pbar.refresh() # force print final status but don't `close()`
+
+Custom Integration
+~~~~~~~~~~~~~~~~~~
+
+To change the default arguments (such as making ``dynamic_ncols=True``),
+simply use built-in Python magic:
+
+.. code:: python
+
+ from functools import partial
+ from tqdm import tqdm as std_tqdm
+ tqdm = partial(std_tqdm, dynamic_ncols=True)
+
+For further customisation,
+``tqdm`` may be inherited from to create custom callbacks (as with the
+``TqdmUpTo`` example `above <#hooks-and-callbacks>`__) or for custom frontends
+(e.g. GUIs such as notebook or plotting packages). In the latter case:
+
+1. ``def __init__()`` to call ``super().__init__(..., gui=True)`` to disable
+ terminal ``status_printer`` creation.
+2. Redefine: ``close()``, ``clear()``, ``display()``.
+
+Consider overloading ``display()`` to use e.g.
+``self.frontend(**self.format_dict)`` instead of ``self.sp(repr(self))``.
+
+Some submodule examples of inheritance:
+
+- `tqdm/notebook.py `__
+- `tqdm/gui.py `__
+- `tqdm/tk.py `__
+- `tqdm/contrib/slack.py `__
+- `tqdm/contrib/discord.py `__
+- `tqdm/contrib/telegram.py `__
+
+Dynamic Monitor/Meter
+~~~~~~~~~~~~~~~~~~~~~
+
+You can use a ``tqdm`` as a meter which is not monotonically increasing.
+This could be because ``n`` decreases (e.g. a CPU usage monitor) or ``total``
+changes.
+
+One example would be recursively searching for files. The ``total`` is the
+number of objects found so far, while ``n`` is the number of those objects which
+are files (rather than folders):
+
+.. code:: python
+
+ from tqdm import tqdm
+ import os.path
+
+ def find_files_recursively(path, show_progress=True):
+ files = []
+ # total=1 assumes `path` is a file
+ t = tqdm(total=1, unit="file", disable=not show_progress)
+ if not os.path.exists(path):
+ raise IOError("Cannot find:" + path)
+
+ def append_found_file(f):
+ files.append(f)
+ t.update()
+
+ def list_found_dir(path):
+ """returns os.listdir(path) assuming os.path.isdir(path)"""
+ listing = os.listdir(path)
+ # subtract 1 since a "file" we found was actually this directory
+ t.total += len(listing) - 1
+ # fancy way to give info without forcing a refresh
+ t.set_postfix(dir=path[-10:], refresh=False)
+ t.update(0) # may trigger a refresh
+ return listing
+
+ def recursively_search(path):
+ if os.path.isdir(path):
+ for f in list_found_dir(path):
+ recursively_search(os.path.join(path, f))
+ else:
+ append_found_file(path)
+
+ recursively_search(path)
+ t.set_postfix(dir=path)
+ t.close()
+ return files
+
+Using ``update(0)`` is a handy way to let ``tqdm`` decide when to trigger a
+display refresh to avoid console spamming.
+
+Writing messages
+~~~~~~~~~~~~~~~~
+
+This is a work in progress (see
+`#737 `__).
+
+Since ``tqdm`` uses a simple printing mechanism to display progress bars,
+you should not write any message in the terminal using ``print()`` while
+a progress bar is open.
+
+To write messages in the terminal without any collision with ``tqdm`` bar
+display, a ``.write()`` method is provided:
+
+.. code:: python
+
+ from tqdm.auto import tqdm, trange
+ from time import sleep
+
+ bar = trange(10)
+ for i in bar:
+ # Print using tqdm class method .write()
+ sleep(0.1)
+ if not (i % 3):
+ tqdm.write("Done task %i" % i)
+ # Can also use bar.write()
+
+By default, this will print to standard output ``sys.stdout``. but you can
+specify any file-like object using the ``file`` argument. For example, this
+can be used to redirect the messages writing to a log file or class.
+
+Redirecting writing
+~~~~~~~~~~~~~~~~~~~
+
+If using a library that can print messages to the console, editing the library
+by replacing ``print()`` with ``tqdm.write()`` may not be desirable.
+In that case, redirecting ``sys.stdout`` to ``tqdm.write()`` is an option.
+
+To redirect ``sys.stdout``, create a file-like class that will write
+any input string to ``tqdm.write()``, and supply the arguments
+``file=sys.stdout, dynamic_ncols=True``.
+
+A reusable canonical example is given below:
+
+.. code:: python
+
+ from time import sleep
+ import contextlib
+ import sys
+ from tqdm import tqdm
+ from tqdm.contrib import DummyTqdmFile
+
+
+ @contextlib.contextmanager
+ def std_out_err_redirect_tqdm():
+ orig_out_err = sys.stdout, sys.stderr
+ try:
+ sys.stdout, sys.stderr = map(DummyTqdmFile, orig_out_err)
+ yield orig_out_err[0]
+ # Relay exceptions
+ except Exception as exc:
+ raise exc
+ # Always restore sys.stdout/err if necessary
+ finally:
+ sys.stdout, sys.stderr = orig_out_err
+
+ def some_fun(i):
+ print("Fee, fi, fo,".split()[i])
+
+ # Redirect stdout to tqdm.write() (don't forget the `as save_stdout`)
+ with std_out_err_redirect_tqdm() as orig_stdout:
+ # tqdm needs the original stdout
+ # and dynamic_ncols=True to autodetect console width
+ for i in tqdm(range(3), file=orig_stdout, dynamic_ncols=True):
+ sleep(.5)
+ some_fun(i)
+
+ # After the `with`, printing is restored
+ print("Done!")
+
+Redirecting ``logging``
+~~~~~~~~~~~~~~~~~~~~~~~
+
+Similar to ``sys.stdout``/``sys.stderr`` as detailed above, console ``logging``
+may also be redirected to ``tqdm.write()``.
+
+Warning: if also redirecting ``sys.stdout``/``sys.stderr``, make sure to
+redirect ``logging`` first if needed.
+
+Helper methods are available in ``tqdm.contrib.logging``. For example:
+
+.. code:: python
+
+ import logging
+ from tqdm import trange
+ from tqdm.contrib.logging import logging_redirect_tqdm
+
+ LOG = logging.getLogger(__name__)
+
+ if __name__ == '__main__':
+ logging.basicConfig(level=logging.INFO)
+ with logging_redirect_tqdm():
+ for i in trange(9):
+ if i == 4:
+ LOG.info("console logging redirected to `tqdm.write()`")
+ # logging restored
+
+Monitoring thread, intervals and miniters
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+``tqdm`` implements a few tricks to increase efficiency and reduce overhead.
+
+- Avoid unnecessary frequent bar refreshing: ``mininterval`` defines how long
+ to wait between each refresh. ``tqdm`` always gets updated in the background,
+ but it will display only every ``mininterval``.
+- Reduce number of calls to check system clock/time.
+- ``mininterval`` is more intuitive to configure than ``miniters``.
+ A clever adjustment system ``dynamic_miniters`` will automatically adjust
+ ``miniters`` to the amount of iterations that fit into time ``mininterval``.
+ Essentially, ``tqdm`` will check if it's time to print without actually
+ checking time. This behaviour can be still be bypassed by manually setting
+ ``miniters``.
+
+However, consider a case with a combination of fast and slow iterations.
+After a few fast iterations, ``dynamic_miniters`` will set ``miniters`` to a
+large number. When iteration rate subsequently slows, ``miniters`` will
+remain large and thus reduce display update frequency. To address this:
+
+- ``maxinterval`` defines the maximum time between display refreshes.
+ A concurrent monitoring thread checks for overdue updates and forces one
+ where necessary.
+
+The monitoring thread should not have a noticeable overhead, and guarantees
+updates at least every 10 seconds by default.
+This value can be directly changed by setting the ``monitor_interval`` of
+any ``tqdm`` instance (i.e. ``t = tqdm.tqdm(...); t.monitor_interval = 2``).
+The monitor thread may be disabled application-wide by setting
+``tqdm.tqdm.monitor_interval = 0`` before instantiation of any ``tqdm`` bar.
+
+
+Merch
+-----
+
+You can buy `tqdm branded merch `__ now!
+
+Contributions
+-------------
+
+|GitHub-Commits| |GitHub-Issues| |GitHub-PRs| |OpenHub-Status| |GitHub-Contributions| |CII Best Practices|
+
+All source code is hosted on `GitHub `__.
+Contributions are welcome.
+
+See the
+`CONTRIBUTING `__
+file for more information.
+
+Developers who have contributed more that 5 *loc* (surviving lines of code):
+
+|git-fame|
+
+Honourable mentions:
+
+- Casper da Costa-Luis `casperdcl `__ primary maintainer |Gift-Casper|
+- Stephen Larroque `lrq3000 `__ maintainer
+- Hadrien Mary `hadim `__ maintainer
+- Mikhail Korobov `kmike `__ maintainer
+- Noam Yorav-Raphael `noamraph `__ original author
+
+Ports to Other Languages
+~~~~~~~~~~~~~~~~~~~~~~~~
+
+A list is available on
+`this wiki page `__.
+
+
+LICENCE
+-------
+
+Open Source (OSI approved): |LICENCE|
+
+Citation information: |DOI|
+
+|README-Hits| (Since 19 May 2016)
+
+.. |Logo| image:: https://tqdm.github.io/img/logo.gif
+.. |Screenshot| image:: https://tqdm.github.io/img/tqdm.gif
+.. |Video| image:: https://tqdm.github.io/img/video.jpg
+ :target: https://tqdm.github.io/video
+.. |Slides| image:: https://tqdm.github.io/img/slides.jpg
+ :target: https://tqdm.github.io/PyData2019/slides.html
+.. |Merch| image:: https://tqdm.github.io/img/merch.jpg
+ :target: https://tqdm.github.io/merch
+.. |Build-Status| image:: https://img.shields.io/github/actions/workflow/status/tqdm/tqdm/test.yml?branch=master&label=tqdm&logo=GitHub
+ :target: https://github.com/tqdm/tqdm/actions/workflows/test.yml
+.. |Coverage-Status| image:: https://img.shields.io/coveralls/github/tqdm/tqdm/master?logo=coveralls
+ :target: https://coveralls.io/github/tqdm/tqdm
+.. |Branch-Coverage-Status| image:: https://codecov.io/gh/tqdm/tqdm/branch/master/graph/badge.svg
+ :target: https://codecov.io/gh/tqdm/tqdm
+.. |Codacy-Grade| image:: https://app.codacy.com/project/badge/Grade/3f965571598f44549c7818f29cdcf177
+ :target: https://app.codacy.com/gh/tqdm/tqdm/dashboard
+.. |CII Best Practices| image:: https://bestpractices.coreinfrastructure.org/projects/3264/badge
+ :target: https://bestpractices.coreinfrastructure.org/projects/3264
+.. |GitHub-Status| image:: https://img.shields.io/github/tag/tqdm/tqdm.svg?maxAge=86400&logo=github&logoColor=white
+ :target: https://github.com/tqdm/tqdm/releases
+.. |GitHub-Forks| image:: https://img.shields.io/github/forks/tqdm/tqdm.svg?logo=github&logoColor=white
+ :target: https://github.com/tqdm/tqdm/network
+.. |GitHub-Stars| image:: https://img.shields.io/github/stars/tqdm/tqdm.svg?logo=github&logoColor=white
+ :target: https://github.com/tqdm/tqdm/stargazers
+.. |GitHub-Commits| image:: https://img.shields.io/github/commit-activity/y/tqdm/tqdm.svg?logo=git&logoColor=white
+ :target: https://github.com/tqdm/tqdm/graphs/commit-activity
+.. |GitHub-Issues| image:: https://img.shields.io/github/issues-closed/tqdm/tqdm.svg?logo=github&logoColor=white
+ :target: https://github.com/tqdm/tqdm/issues?q=
+.. |GitHub-PRs| image:: https://img.shields.io/github/issues-pr-closed/tqdm/tqdm.svg?logo=github&logoColor=white
+ :target: https://github.com/tqdm/tqdm/pulls
+.. |GitHub-Contributions| image:: https://img.shields.io/github/contributors/tqdm/tqdm.svg?logo=github&logoColor=white
+ :target: https://github.com/tqdm/tqdm/graphs/contributors
+.. |GitHub-Updated| image:: https://img.shields.io/github/last-commit/tqdm/tqdm/master.svg?logo=github&logoColor=white&label=pushed
+ :target: https://github.com/tqdm/tqdm/pulse
+.. |git-fame| image:: https://git-fame.cdcl.ml/gh/tqdm/tqdm?min=5&w=1&M=1&C=1&excl=(png|gif|jpg)$&enum=1
+ :alt: git-fame.cdcl.ml/gh/tqdm/tqdm
+ :target: https://git-fame.cdcl.ml/gh/tqdm/tqdm?w=1&M=1&C=1&excl=(png|gif|jpg)$&enum=1
+.. |Gift-Casper| image:: https://img.shields.io/badge/sponsor-casper-ff69b4.svg
+ :target: https://cdcl.ml/sponsor
+.. |Versions| image:: https://img.shields.io/pypi/v/tqdm.svg
+ :target: https://tqdm.github.io/releases
+.. |PyPI-Downloads| image:: https://img.shields.io/pypi/dm/tqdm.svg?label=pypi%20downloads&logo=PyPI&logoColor=white
+ :target: https://pepy.tech/project/tqdm
+.. |Py-Versions| image:: https://img.shields.io/pypi/pyversions/tqdm.svg?logo=python&logoColor=white
+ :target: https://pypi.org/project/tqdm
+.. |Conda-Forge-Status| image:: https://img.shields.io/conda/v/conda-forge/tqdm.svg?label=conda-forge&logo=conda-forge
+ :target: https://anaconda.org/conda-forge/tqdm
+.. |Snapcraft| image:: https://img.shields.io/badge/snap-install-82BEA0.svg?logo=snapcraft
+ :target: https://snapcraft.io/tqdm
+.. |Docker| image:: https://img.shields.io/badge/docker-pull-blue.svg?logo=docker&logoColor=white
+ :target: https://hub.docker.com/r/tqdm/tqdm
+.. |Libraries-Rank| image:: https://img.shields.io/librariesio/sourcerank/pypi/tqdm.svg?logo=koding&logoColor=white
+ :target: https://libraries.io/pypi/tqdm
+.. |Libraries-Dependents| image:: https://img.shields.io/librariesio/dependent-repos/pypi/tqdm.svg?logo=koding&logoColor=white
+ :target: https://github.com/tqdm/tqdm/network/dependents
+.. |OpenHub-Status| image:: https://www.openhub.net/p/tqdm/widgets/project_thin_badge?format=gif
+ :target: https://www.openhub.net/p/tqdm?ref=Thin+badge
+.. |awesome-python| image:: https://awesome.re/mentioned-badge.svg
+ :target: https://github.com/vinta/awesome-python
+.. |LICENCE| image:: https://img.shields.io/pypi/l/tqdm.svg
+ :target: https://raw.githubusercontent.com/tqdm/tqdm/master/LICENCE
+.. |DOI| image:: https://img.shields.io/badge/DOI-10.5281/zenodo.595120-blue.svg
+ :target: https://doi.org/10.5281/zenodo.595120
+.. |colab-demo| image:: https://colab.research.google.com/assets/colab-badge.svg
+ :target: https://colab.research.google.com/github/tqdm/tqdm/blob/master/DEMO.ipynb
+.. |binder-demo| image:: https://mybinder.org/badge_logo.svg
+ :target: https://mybinder.org/v2/gh/tqdm/tqdm/master?filepath=DEMO.ipynb
+.. |Screenshot-Jupyter1| image:: https://tqdm.github.io/img/jupyter-1.gif
+.. |Screenshot-Jupyter2| image:: https://tqdm.github.io/img/jupyter-2.gif
+.. |Screenshot-Jupyter3| image:: https://tqdm.github.io/img/jupyter-3.gif
+.. |README-Hits| image:: https://cgi.cdcl.ml/hits?q=tqdm&style=social&r=https://github.com/tqdm/tqdm&l=https://tqdm.github.io/img/favicon.png&f=https://tqdm.github.io/img/logo.gif
+ :target: https://cgi.cdcl.ml/hits?q=tqdm&a=plot&r=https://github.com/tqdm/tqdm&l=https://tqdm.github.io/img/favicon.png&f=https://tqdm.github.io/img/logo.gif&style=social
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@@ -0,0 +1,321 @@
+Metadata-Version: 2.4
+Name: colorlog
+Version: 6.10.1
+Summary: Add colours to the output of Python's logging module.
+Home-page: https://github.com/borntyping/python-colorlog
+Author: Sam Clements
+Author-email: sam@borntyping.co.uk
+License: MIT License
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Environment :: Console
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Topic :: Terminals
+Classifier: Topic :: Utilities
+Requires-Python: >=3.6
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Requires-Dist: colorama; sys_platform == "win32"
+Provides-Extra: development
+Requires-Dist: black; extra == "development"
+Requires-Dist: flake8; extra == "development"
+Requires-Dist: mypy; extra == "development"
+Requires-Dist: pytest; extra == "development"
+Requires-Dist: types-colorama; extra == "development"
+Dynamic: author
+Dynamic: author-email
+Dynamic: classifier
+Dynamic: description
+Dynamic: description-content-type
+Dynamic: home-page
+Dynamic: license
+Dynamic: license-file
+Dynamic: provides-extra
+Dynamic: requires-python
+Dynamic: summary
+
+# Log formatting with colors!
+
+[](https://pypi.org/project/colorlog/)
+[](https://pypi.org/project/colorlog/)
+
+Add colours to the output of Python's `logging` module.
+
+* [Source on GitHub](https://github.com/borntyping/python-colorlog)
+* [Packages on PyPI](https://pypi.org/pypi/colorlog/)
+
+## Status
+
+colorlog currently requires Python 3.6 or higher. Older versions (below 5.x.x)
+support Python 2.6 and above.
+
+* colorlog 6.x requires Python 3.6 or higher.
+* colorlog 5.x is an interim version that will warn Python 2 users to downgrade.
+* colorlog 4.x is the final version supporting Python 2.
+
+[colorama] is included as a required dependency and initialised when using
+colorlog on Windows.
+
+This library is over a decade old and supported a wide set of Python versions
+for most of its life, which has made it a difficult library to add new features
+to. colorlog 6 may break backwards compatibility so that newer features
+can be added more easily, but may still not accept all changes or feature
+requests. colorlog 4 might accept essential bugfixes but should not be
+considered actively maintained and will not accept any major changes or new
+features.
+
+## Installation
+
+Install from PyPI with:
+
+```bash
+pip install colorlog
+```
+
+Several Linux distributions provide official packages ([Debian], [Arch], [Fedora],
+[Gentoo], [OpenSuse] and [Ubuntu]), and others have user provided packages
+([BSD ports], [Conda]).
+
+## Usage
+
+```python
+import colorlog
+
+handler = colorlog.StreamHandler()
+handler.setFormatter(colorlog.ColoredFormatter(
+ '%(log_color)s%(levelname)s:%(name)s:%(message)s'))
+
+logger = colorlog.getLogger('example')
+logger.addHandler(handler)
+```
+
+The `ColoredFormatter` class takes several arguments:
+
+- `format`: The format string used to output the message (required).
+- `datefmt`: An optional date format passed to the base class. See [`logging.Formatter`][Formatter].
+- `reset`: Implicitly adds a color reset code to the message output, unless the output already ends with one. Defaults to `True`.
+- `log_colors`: A mapping of record level names to color names. The defaults can be found in `colorlog.default_log_colors`, or the below example.
+- `secondary_log_colors`: A mapping of names to `log_colors` style mappings, defining additional colors that can be used in format strings. See below for an example.
+- `style`: Available on Python 3.2 and above. See [`logging.Formatter`][Formatter].
+
+Color escape codes can be selected based on the log records level, by adding
+parameters to the format string:
+
+- `log_color`: Return the color associated with the records level.
+- `_log_color`: Return another color based on the records level if the formatter has secondary colors configured (see `secondary_log_colors` below).
+
+Multiple escape codes can be used at once by joining them with commas when
+configuring the color for a log level (but can't be used directly in the format
+string). For example, `black,bg_white` would use the escape codes for black
+text on a white background.
+
+The following escape codes are made available for use in the format string:
+
+- `{color}`, `fg_{color}`, `bg_{color}`: Foreground and background colors.
+- `bold`, `bold_{color}`, `fg_bold_{color}`, `bg_bold_{color}`: Bold/bright colors.
+- `thin`, `thin_{color}`, `fg_thin_{color}`: Thin colors (terminal dependent).
+- `reset`: Clear all formatting (both foreground and background colors).
+
+The available color names are:
+
+- `black`
+- `red`
+- `green`
+- `yellow`
+- `blue`,
+- `purple`
+- `cyan`
+- `white`
+
+You can also use "bright" colors. These aren't standard ANSI codes, and
+support for these varies wildly across different terminals.
+
+- `light_black`
+- `light_red`
+- `light_green`
+- `light_yellow`
+- `light_blue`
+- `light_purple`
+- `light_cyan`
+- `light_white`
+
+## Examples
+
+
+
+The following code creates a `ColoredFormatter` for use in a logging setup,
+using the default values for each argument.
+
+```python
+from colorlog import ColoredFormatter
+
+formatter = ColoredFormatter(
+ "%(log_color)s%(levelname)-8s%(reset)s %(blue)s%(message)s",
+ datefmt=None,
+ reset=True,
+ log_colors={
+ 'DEBUG': 'cyan',
+ 'INFO': 'green',
+ 'WARNING': 'yellow',
+ 'ERROR': 'red',
+ 'CRITICAL': 'red,bg_white',
+ },
+ secondary_log_colors={},
+ style='%'
+)
+```
+
+### Using `secondary_log_colors`
+
+Secondary log colors are a way to have more than one color that is selected
+based on the log level. Each key in `secondary_log_colors` adds an attribute
+that can be used in format strings (`message` becomes `message_log_color`), and
+has a corresponding value that is identical in format to the `log_colors`
+argument.
+
+The following example highlights the level name using the default log colors,
+and highlights the message in red for `error` and `critical` level log messages.
+
+```python
+from colorlog import ColoredFormatter
+
+formatter = ColoredFormatter(
+ "%(log_color)s%(levelname)-8s%(reset)s %(message_log_color)s%(message)s",
+ secondary_log_colors={
+ 'message': {
+ 'ERROR': 'red',
+ 'CRITICAL': 'red'
+ }
+ }
+)
+```
+
+### With [`dictConfig`][dictConfig]
+
+```python
+logging.config.dictConfig({
+ 'formatters': {
+ 'colored': {
+ '()': 'colorlog.ColoredFormatter',
+ 'format': "%(log_color)s%(levelname)-8s%(reset)s %(blue)s%(message)s"
+ }
+ }
+})
+```
+
+A full example dictionary can be found in `tests/test_colorlog.py`.
+
+### With [`fileConfig`][fileConfig]
+
+```ini
+...
+
+[formatters]
+keys=color
+
+[formatter_color]
+class=colorlog.ColoredFormatter
+format=%(log_color)s%(levelname)-8s%(reset)s %(bg_blue)s[%(name)s]%(reset)s %(message)s from fileConfig
+datefmt=%m-%d %H:%M:%S
+```
+
+An instance of ColoredFormatter created with those arguments will then be used
+by any handlers that are configured to use the `color` formatter.
+
+A full example configuration can be found in `tests/test_config.ini`.
+
+### With custom log levels
+
+ColoredFormatter will work with custom log levels added with
+[`logging.addLevelName`][addLevelName]:
+
+```python
+import logging, colorlog
+TRACE = 5
+logging.addLevelName(TRACE, 'TRACE')
+formatter = colorlog.ColoredFormatter(log_colors={'TRACE': 'yellow'})
+handler = logging.StreamHandler()
+handler.setFormatter(formatter)
+logger = logging.getLogger('example')
+logger.addHandler(handler)
+logger.setLevel('TRACE')
+logger.log(TRACE, 'a message using a custom level')
+```
+
+## Tests
+
+Tests similar to the above examples are found in `tests/test_colorlog.py`.
+
+## Status
+
+colorlog is in maintenance mode. I try and ensure bugfixes are published,
+but compatibility a wide set of Python versions makes this a difficult
+codebase to add features to. Any changes that might break backwards
+compatibility for existing users will not be considered.
+
+## Alternatives
+
+There are some more modern libraries for improving Python logging you may
+find useful.
+
+- [structlog]
+- [jsonlog]
+
+## Projects using colorlog
+
+GitHub provides [a list of projects that depend on colorlog][dependents].
+
+Some early adopters included [Errbot], [Pythran], and [zenlog].
+
+## Licence
+
+Copyright (c) 2012-2025 Sam Clements
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of
+this software and associated documentation files (the "Software"), to deal in
+the Software without restriction, including without limitation the rights to
+use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
+the Software, and to permit persons to whom the Software is furnished to do so,
+subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
+FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
+COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
+IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+[dictConfig]: http://docs.python.org/3/library/logging.config.html#logging.config.dictConfig
+[fileConfig]: http://docs.python.org/3/library/logging.config.html#logging.config.fileConfig
+[addLevelName]: https://docs.python.org/3/library/logging.html#logging.addLevelName
+[Formatter]: http://docs.python.org/3/library/logging.html#logging.Formatter
+[tox]: http://tox.readthedocs.org/
+[Arch]: https://archlinux.org/packages/extra/any/python-colorlog/
+[BSD ports]: https://www.freshports.org/devel/py-colorlog/
+[colorama]: https://pypi.python.org/pypi/colorama
+[Conda]: https://anaconda.org/conda-forge/colorlog
+[Debian]: [https://packages.debian.org/buster/python3-colorlog](https://packages.debian.org/buster/python3-colorlog)
+[Errbot]: http://errbot.io/
+[Fedora]: https://src.fedoraproject.org/rpms/python-colorlog
+[Gentoo]: https://packages.gentoo.org/packages/dev-python/colorlog
+[OpenSuse]: http://rpm.pbone.net/index.php3?stat=3&search=python-colorlog&srodzaj=3
+[Pythran]: https://github.com/serge-sans-paille/pythran
+[Ubuntu]: https://launchpad.net/python-colorlog
+[zenlog]: https://github.com/ManufacturaInd/python-zenlog
+[structlog]: https://www.structlog.org/en/stable/
+[jsonlog]: https://github.com/borntyping/jsonlog
+[dependents]: https://github.com/borntyping/python-colorlog/network/dependents?package_id=UGFja2FnZS01MDk3NDcyMQ%3D%3D
diff --git a/.cache/pip/http-v2/4/5/2/4/1/45241d61b1606b84c3825a9119b750e7cd16e5fac504d31f79203a8e b/.cache/pip/http-v2/4/5/2/4/1/45241d61b1606b84c3825a9119b750e7cd16e5fac504d31f79203a8e
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@@ -0,0 +1,84 @@
+Metadata-Version: 2.4
+Name: click
+Version: 8.4.2
+Summary: Composable command line interface toolkit
+Maintainer-email: Pallets
+Requires-Python: >=3.10
+Description-Content-Type: text/markdown
+License-Expression: BSD-3-Clause
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Typing :: Typed
+License-File: LICENSE.txt
+Requires-Dist: colorama; platform_system == 'Windows'
+Project-URL: Changes, https://click.palletsprojects.com/page/changes/
+Project-URL: Chat, https://discord.gg/pallets
+Project-URL: Documentation, https://click.palletsprojects.com/
+Project-URL: Donate, https://palletsprojects.com/donate
+Project-URL: Source, https://github.com/pallets/click/
+
+
+License: Copyright (c) 2015, matplotlib project
+ All rights reserved.
+
+ Redistribution and use in source and binary forms, with or without
+ modification, are permitted provided that the following conditions are met:
+
+ * Redistributions of source code must retain the above copyright notice, this
+ list of conditions and the following disclaimer.
+
+ * Redistributions in binary form must reproduce the above copyright notice,
+ this list of conditions and the following disclaimer in the documentation
+ and/or other materials provided with the distribution.
+
+ * Neither the name of the matplotlib project nor the names of its
+ contributors may be used to endorse or promote products derived from
+ this software without specific prior written permission.
+
+ THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+ DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+ FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+ DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+ SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+ CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+Project-URL: homepage, https://matplotlib.org/cycler/
+Project-URL: repository, https://github.com/matplotlib/cycler
+Keywords: cycle kwargs
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Development Status :: 4 - Beta
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3 :: Only
+Requires-Python: >=3.8
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+Provides-Extra: docs
+Requires-Dist: ipython ; extra == 'docs'
+Requires-Dist: matplotlib ; extra == 'docs'
+Requires-Dist: numpydoc ; extra == 'docs'
+Requires-Dist: sphinx ; extra == 'docs'
+Provides-Extra: tests
+Requires-Dist: pytest ; extra == 'tests'
+Requires-Dist: pytest-cov ; extra == 'tests'
+Requires-Dist: pytest-xdist ; extra == 'tests'
+
+|PyPi|_ |Conda|_ |Supported Python versions|_ |GitHub Actions|_ |Codecov|_
+
+.. |PyPi| image:: https://img.shields.io/pypi/v/cycler.svg?style=flat
+.. _PyPi: https://pypi.python.org/pypi/cycler
+
+.. |Conda| image:: https://img.shields.io/conda/v/conda-forge/cycler
+.. _Conda: https://anaconda.org/conda-forge/cycler
+
+.. |Supported Python versions| image:: https://img.shields.io/pypi/pyversions/cycler.svg
+.. _Supported Python versions: https://pypi.python.org/pypi/cycler
+
+.. |GitHub Actions| image:: https://github.com/matplotlib/cycler/actions/workflows/tests.yml/badge.svg
+.. _GitHub Actions: https://github.com/matplotlib/cycler/actions
+
+.. |Codecov| image:: https://codecov.io/github/matplotlib/cycler/badge.svg?branch=main&service=github
+.. _Codecov: https://codecov.io/github/matplotlib/cycler?branch=main
+
+cycler: composable cycles
+=========================
+
+Docs: https://matplotlib.org/cycler/
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+Metadata-Version: 2.1
+Name: pandas
+Version: 3.0.3
+Summary: Powerful data structures for data analysis, time series, and statistics
+Author-Email: The Pandas Development Team
+License: BSD 3-Clause License
+
+ Copyright (c) 2008-2011, AQR Capital Management, LLC, Lambda Foundry, Inc. and PyData Development Team
+ All rights reserved.
+
+ Copyright (c) 2011-2026, Open source contributors.
+
+ Redistribution and use in source and binary forms, with or without
+ modification, are permitted provided that the following conditions are met:
+
+ * Redistributions of source code must retain the above copyright notice, this
+ list of conditions and the following disclaimer.
+
+ * Redistributions in binary form must reproduce the above copyright notice,
+ this list of conditions and the following disclaimer in the documentation
+ and/or other materials provided with the distribution.
+
+ * Neither the name of the copyright holder nor the names of its
+ contributors may be used to endorse or promote products derived from
+ this software without specific prior written permission.
+
+ THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+ DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+ FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+ DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+ SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+ CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ Copyright (c) 2010-2019 Keith Goodman
+ Copyright (c) 2019 Bottleneck Developers
+ All rights reserved.
+
+ Redistribution and use in source and binary forms, with or without
+ modification, are permitted provided that the following conditions are met:
+
+ * Redistributions of source code must retain the above copyright notice,
+ this list of conditions and the following disclaimer.
+
+ * Redistributions in binary form must reproduce the above copyright
+ notice, this list of conditions and the following disclaimer in the
+ documentation and/or other materials provided with the distribution.
+
+ THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
+ LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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+ CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+ ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
+ POSSIBILITY OF SUCH DAMAGE.Copyright 2017- Paul Ganssle
+ Copyright 2017- dateutil contributors (see AUTHORS file)
+
+ Licensed under the Apache License, Version 2.0 (the "License");
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+ You may obtain a copy of the License at
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+ The above license applies to all contributions after 2017-12-01, as well as
+ all contributions that have been re-licensed (see AUTHORS file for the list of
+ contributors who have re-licensed their code).
+ --------------------------------------------------------------------------------
+ dateutil - Extensions to the standard Python datetime module.
+
+ Copyright (c) 2003-2011 - Gustavo Niemeyer
+ Copyright (c) 2012-2014 - Tomi Pieviläinen
+ Copyright (c) 2014-2016 - Yaron de Leeuw
+ Copyright (c) 2015- - Paul Ganssle
+ Copyright (c) 2015- - dateutil contributors (see AUTHORS file)
+
+ All rights reserved.
+
+ Redistribution and use in source and binary forms, with or without
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+ NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+ The above BSD License Applies to all code, even that also covered by Apache 2.0.# MIT License
+
+ Copyright (c) 2019 Hadley Wickham; RStudio; and Evan Miller
+
+ Permission is hereby granted, free of charge, to any person obtaining a copy
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+ in the Software without restriction, including without limitation the rights
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+
+ The above copyright notice and this permission notice shall be included in all
+ copies or substantial portions of the Software.
+
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ SOFTWARE.
+ Based on http://opensource.org/licenses/MIT
+
+ This is a template. Complete and ship as file LICENSE the following 2
+ lines (only)
+
+ YEAR:
+ COPYRIGHT HOLDER:
+
+ and specify as
+
+ License: MIT + file LICENSE
+
+ Copyright (c) ,
+
+ Permission is hereby granted, free of charge, to any person obtaining
+ a copy of this software and associated documentation files (the
+ "Software"), to deal in the Software without restriction, including
+ without limitation the rights to use, copy, modify, merge, publish,
+ distribute, sublicense, and/or sell copies of the Software, and to
+ permit persons to whom the Software is furnished to do so, subject to
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+ included in all copies or substantial portions of the Software.
+
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+ EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+ MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+ NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+ LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+ OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+ WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+ The MIT License
+
+ Copyright (c) 2008- Attractive Chaos
+
+ Permission is hereby granted, free of charge, to any person obtaining
+ a copy of this software and associated documentation files (the
+ "Software"), to deal in the Software without restriction, including
+ without limitation the rights to use, copy, modify, merge, publish,
+ distribute, sublicense, and/or sell copies of the Software, and to
+ permit persons to whom the Software is furnished to do so, subject to
+ the following conditions:
+
+ The above copyright notice and this permission notice shall be
+ included in all copies or substantial portions of the Software.
+
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+ EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+ MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+ NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS
+ BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
+ ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+ CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ SOFTWARE.musl as a whole is licensed under the following standard MIT license:
+
+ ----------------------------------------------------------------------
+ Copyright © 2005-2020 Rich Felker, et al.
+
+ Permission is hereby granted, free of charge, to any person obtaining
+ a copy of this software and associated documentation files (the
+ "Software"), to deal in the Software without restriction, including
+ without limitation the rights to use, copy, modify, merge, publish,
+ distribute, sublicense, and/or sell copies of the Software, and to
+ permit persons to whom the Software is furnished to do so, subject to
+ the following conditions:
+
+ The above copyright notice and this permission notice shall be
+ included in all copies or substantial portions of the Software.
+
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+ EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+ MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
+ IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY
+ CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
+ TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
+ SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+ ----------------------------------------------------------------------
+
+ Authors/contributors include:
+
+ A. Wilcox
+ Ada Worcester
+ Alex Dowad
+ Alex Suykov
+ Alexander Monakov
+ Andre McCurdy
+ Andrew Kelley
+ Anthony G. Basile
+ Aric Belsito
+ Arvid Picciani
+ Bartosz Brachaczek
+ Benjamin Peterson
+ Bobby Bingham
+ Boris Brezillon
+ Brent Cook
+ Chris Spiegel
+ Clément Vasseur
+ Daniel Micay
+ Daniel Sabogal
+ Daurnimator
+ David Carlier
+ David Edelsohn
+ Denys Vlasenko
+ Dmitry Ivanov
+ Dmitry V. Levin
+ Drew DeVault
+ Emil Renner Berthing
+ Fangrui Song
+ Felix Fietkau
+ Felix Janda
+ Gianluca Anzolin
+ Hauke Mehrtens
+ He X
+ Hiltjo Posthuma
+ Isaac Dunham
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+ Khem Raj
+ Kylie McClain
+ Leah Neukirchen
+ Luca Barbato
+ Luka Perkov
+ M Farkas-Dyck (Strake)
+ Mahesh Bodapati
+ Markus Wichmann
+ Masanori Ogino
+ Michael Clark
+ Michael Forney
+ Mikhail Kremnyov
+ Natanael Copa
+ Nicholas J. Kain
+ orc
+ Pascal Cuoq
+ Patrick Oppenlander
+ Petr Hosek
+ Petr Skocik
+ Pierre Carrier
+ Reini Urban
+ Rich Felker
+ Richard Pennington
+ Ryan Fairfax
+ Samuel Holland
+ Segev Finer
+ Shiz
+ sin
+ Solar Designer
+ Stefan Kristiansson
+ Stefan O'Rear
+ Szabolcs Nagy
+ Timo Teräs
+ Trutz Behn
+ Valentin Ochs
+ Will Dietz
+ William Haddon
+ William Pitcock
+
+ Portions of this software are derived from third-party works licensed
+ under terms compatible with the above MIT license:
+
+ The TRE regular expression implementation (src/regex/reg* and
+ src/regex/tre*) is Copyright © 2001-2008 Ville Laurikari and licensed
+ under a 2-clause BSD license (license text in the source files). The
+ included version has been heavily modified by Rich Felker in 2012, in
+ the interests of size, simplicity, and namespace cleanliness.
+
+ Much of the math library code (src/math/* and src/complex/*) is
+ Copyright © 1993,2004 Sun Microsystems or
+ Copyright © 2003-2011 David Schultz or
+ Copyright © 2003-2009 Steven G. Kargl or
+ Copyright © 2003-2009 Bruce D. Evans or
+ Copyright © 2008 Stephen L. Moshier or
+ Copyright © 2017-2018 Arm Limited
+ and labelled as such in comments in the individual source files. All
+ have been licensed under extremely permissive terms.
+
+ The ARM memcpy code (src/string/arm/memcpy.S) is Copyright © 2008
+ The Android Open Source Project and is licensed under a two-clause BSD
+ license. It was taken from Bionic libc, used on Android.
+
+ The AArch64 memcpy and memset code (src/string/aarch64/*) are
+ Copyright © 1999-2019, Arm Limited.
+
+ The implementation of DES for crypt (src/crypt/crypt_des.c) is
+ Copyright © 1994 David Burren. It is licensed under a BSD license.
+
+ The implementation of blowfish crypt (src/crypt/crypt_blowfish.c) was
+ originally written by Solar Designer and placed into the public
+ domain. The code also comes with a fallback permissive license for use
+ in jurisdictions that may not recognize the public domain.
+
+ The smoothsort implementation (src/stdlib/qsort.c) is Copyright © 2011
+ Valentin Ochs and is licensed under an MIT-style license.
+
+ The x86_64 port was written by Nicholas J. Kain and is licensed under
+ the standard MIT terms.
+
+ The mips and microblaze ports were originally written by Richard
+ Pennington for use in the ellcc project. The original code was adapted
+ by Rich Felker for build system and code conventions during upstream
+ integration. It is licensed under the standard MIT terms.
+
+ The mips64 port was contributed by Imagination Technologies and is
+ licensed under the standard MIT terms.
+
+ The powerpc port was also originally written by Richard Pennington,
+ and later supplemented and integrated by John Spencer. It is licensed
+ under the standard MIT terms.
+
+ All other files which have no copyright comments are original works
+ produced specifically for use as part of this library, written either
+ by Rich Felker, the main author of the library, or by one or more
+ contibutors listed above. Details on authorship of individual files
+ can be found in the git version control history of the project. The
+ omission of copyright and license comments in each file is in the
+ interest of source tree size.
+
+ In addition, permission is hereby granted for all public header files
+ (include/* and arch/*/bits/*) and crt files intended to be linked into
+ applications (crt/*, ldso/dlstart.c, and arch/*/crt_arch.h) to omit
+ the copyright notice and permission notice otherwise required by the
+ license, and to use these files without any requirement of
+ attribution. These files include substantial contributions from:
+
+ Bobby Bingham
+ John Spencer
+ Nicholas J. Kain
+ Rich Felker
+ Richard Pennington
+ Stefan Kristiansson
+ Szabolcs Nagy
+
+ all of whom have explicitly granted such permission.
+
+ This file previously contained text expressing a belief that most of
+ the files covered by the above exception were sufficiently trivial not
+ to be subject to copyright, resulting in confusion over whether it
+ negated the permissions granted in the license. In the spirit of
+ permissive licensing, and of not having licensing issues being an
+ obstacle to adoption, that text has been removed.Copyright (c) 2005-2023, NumPy Developers.
+ All rights reserved.
+
+ Redistribution and use in source and binary forms, with or without
+ modification, are permitted provided that the following conditions are
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+
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+ notice, this list of conditions and the following disclaimer.
+
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+ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ Apache License
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+ http://www.apache.org/licenses/
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+ Copyright (c) Donald Stufft and individual contributors.
+ All rights reserved.
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+ Redistribution and use in source and binary forms, with or without
+ modification, are permitted provided that the following conditions are met:
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+ 1. Redistributions of source code must retain the above copyright notice,
+ this list of conditions and the following disclaimer.
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+ notice, this list of conditions and the following disclaimer in the
+ documentation and/or other materials provided with the distribution.
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+ THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+ WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+ DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+ FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+ DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
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+ CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.A. HISTORY OF THE SOFTWARE
+ ==========================
+
+ Python was created in the early 1990s by Guido van Rossum at Stichting
+ Mathematisch Centrum (CWI, see https://www.cwi.nl) in the Netherlands
+ as a successor of a language called ABC. Guido remains Python's
+ principal author, although it includes many contributions from others.
+
+ In 1995, Guido continued his work on Python at the Corporation for
+ National Research Initiatives (CNRI, see https://www.cnri.reston.va.us)
+ in Reston, Virginia where he released several versions of the
+ software.
+
+ In May 2000, Guido and the Python core development team moved to
+ BeOpen.com to form the BeOpen PythonLabs team. In October of the same
+ year, the PythonLabs team moved to Digital Creations, which became
+ Zope Corporation. In 2001, the Python Software Foundation (PSF, see
+ https://www.python.org/psf/) was formed, a non-profit organization
+ created specifically to own Python-related Intellectual Property.
+ Zope Corporation was a sponsoring member of the PSF.
+
+ All Python releases are Open Source (see https://opensource.org for
+ the Open Source Definition). Historically, most, but not all, Python
+ releases have also been GPL-compatible; the table below summarizes
+ the various releases.
+
+ Release Derived Year Owner GPL-
+ from compatible? (1)
+
+ 0.9.0 thru 1.2 1991-1995 CWI yes
+ 1.3 thru 1.5.2 1.2 1995-1999 CNRI yes
+ 1.6 1.5.2 2000 CNRI no
+ 2.0 1.6 2000 BeOpen.com no
+ 1.6.1 1.6 2001 CNRI yes (2)
+ 2.1 2.0+1.6.1 2001 PSF no
+ 2.0.1 2.0+1.6.1 2001 PSF yes
+ 2.1.1 2.1+2.0.1 2001 PSF yes
+ 2.1.2 2.1.1 2002 PSF yes
+ 2.1.3 2.1.2 2002 PSF yes
+ 2.2 and above 2.1.1 2001-now PSF yes
+
+ Footnotes:
+
+ (1) GPL-compatible doesn't mean that we're distributing Python under
+ the GPL. All Python licenses, unlike the GPL, let you distribute
+ a modified version without making your changes open source. The
+ GPL-compatible licenses make it possible to combine Python with
+ other software that is released under the GPL; the others don't.
+
+ (2) According to Richard Stallman, 1.6.1 is not GPL-compatible,
+ because its license has a choice of law clause. According to
+ CNRI, however, Stallman's lawyer has told CNRI's lawyer that 1.6.1
+ is "not incompatible" with the GPL.
+
+ Thanks to the many outside volunteers who have worked under Guido's
+ direction to make these releases possible.
+
+
+ B. TERMS AND CONDITIONS FOR ACCESSING OR OTHERWISE USING PYTHON
+ ===============================================================
+
+ Python software and documentation are licensed under the
+ Python Software Foundation License Version 2.
+
+ Starting with Python 3.8.6, examples, recipes, and other code in
+ the documentation are dual licensed under the PSF License Version 2
+ and the Zero-Clause BSD license.
+
+ Some software incorporated into Python is under different licenses.
+ The licenses are listed with code falling under that license.
+
+
+ PYTHON SOFTWARE FOUNDATION LICENSE VERSION 2
+ --------------------------------------------
+
+ 1. This LICENSE AGREEMENT is between the Python Software Foundation
+ ("PSF"), and the Individual or Organization ("Licensee") accessing and
+ otherwise using this software ("Python") in source or binary form and
+ its associated documentation.
+
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+
+ ----
+
+ Portions of code from MODP_ASCII - Ascii transformations (upper/lower, etc)
+ https://github.com/client9/stringencoders
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+
+ ----
+
+ Numeric decoder derived from from TCL library
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+Classifier: Development Status :: 5 - Production/Stable
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+Project-URL: homepage, https://pandas.pydata.org
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+Requires-Dist: pytz>=2020.1; extra == "all"
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+Requires-Dist: tables>=3.10.1; extra == "all"
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+Requires-Dist: xarray>=2024.10.0; extra == "all"
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+Requires-Dist: zstandard>=0.23.0; extra == "all"
+Description-Content-Type: text/markdown
+
+
+
+
+
+-----------------
+
+# pandas: A Powerful Python Data Analysis Toolkit
+
+| | |
+| --- | --- |
+| Testing | [](https://github.com/pandas-dev/pandas/actions/workflows/unit-tests.yml) [](https://codecov.io/gh/pandas-dev/pandas) |
+| Package | [](https://pypi.org/project/pandas/) [](https://pypi.org/project/pandas/) [](https://anaconda.org/conda-forge/pandas) [](https://anaconda.org/conda-forge/pandas) |
+| Meta | [](https://numfocus.org) [](https://doi.org/10.5281/zenodo.3509134) [](https://github.com/pandas-dev/pandas/blob/main/LICENSE) [](https://pandas.pydata.org/docs/dev/development/community.html?highlight=slack#community-slack) [](https://insights.linuxfoundation.org/project/pandas-dev-pandas) |
+
+
+## What is it?
+
+**pandas** is a Python package that provides fast, flexible, and expressive data
+structures designed to make working with "relational" or "labeled" data both
+easy and intuitive. It aims to be the fundamental high-level building block for
+doing practical, **real-world** data analysis in Python. Additionally, it has
+the broader goal of becoming **the most powerful and flexible open-source data
+analysis/manipulation tool available in any language**. It is already well on
+its way towards this goal.
+
+## Table of Contents
+
+- [Main Features](#main-features)
+- [Where to get it](#where-to-get-it)
+- [Dependencies](#dependencies)
+- [Installation from sources](#installation-from-sources)
+- [License](#license)
+- [Documentation](#documentation)
+- [Background](#background)
+- [Getting Help](#getting-help)
+- [Discussion and Development](#discussion-and-development)
+- [Contributing to pandas](#contributing-to-pandas)
+
+## Main Features
+Here are just a few of the things that pandas does well:
+
+ - Easy handling of [**missing data**][missing-data] (represented as
+ `NaN`, `NA`, or `NaT`) in floating point as well as non-floating point data
+ - Size mutability: columns can be [**inserted and
+ deleted**][insertion-deletion] from DataFrame and higher dimensional
+ objects
+ - Automatic and explicit [**data alignment**][alignment]: objects can
+ be explicitly aligned to a set of labels, or the user can simply
+ ignore the labels and let `Series`, `DataFrame`, etc. automatically
+ align the data for you in computations
+ - Powerful, flexible [**group by**][groupby] functionality to perform
+ split-apply-combine operations on data sets, for both aggregating
+ and transforming data
+ - Make it [**easy to convert**][conversion] ragged,
+ differently-indexed data in other Python and NumPy data structures
+ into DataFrame objects
+ - Intelligent label-based [**slicing**][slicing], [**fancy
+ indexing**][fancy-indexing], and [**subsetting**][subsetting] of
+ large data sets
+ - Intuitive [**merging**][merging] and [**joining**][joining] data
+ sets
+ - Flexible [**reshaping**][reshape] and [**pivoting**][pivot-table] of
+ data sets
+ - [**Hierarchical**][mi] labeling of axes (possible to have multiple
+ labels per tick)
+ - Robust I/O tools for loading data from [**flat files**][flat-files]
+ (CSV and delimited), [**Excel files**][excel], [**databases**][db],
+ and saving/loading data from the ultrafast [**HDF5 format**][hdfstore]
+ - [**Time series**][timeseries]-specific functionality: date range
+ generation and frequency conversion, moving window statistics,
+ date shifting and lagging
+
+
+ [missing-data]: https://pandas.pydata.org/pandas-docs/stable/user_guide/missing_data.html
+ [insertion-deletion]: https://pandas.pydata.org/pandas-docs/stable/user_guide/dsintro.html#column-selection-addition-deletion
+ [alignment]: https://pandas.pydata.org/pandas-docs/stable/user_guide/dsintro.html?highlight=alignment#intro-to-data-structures
+ [groupby]: https://pandas.pydata.org/pandas-docs/stable/user_guide/groupby.html#group-by-split-apply-combine
+ [conversion]: https://pandas.pydata.org/pandas-docs/stable/user_guide/dsintro.html#dataframe
+ [slicing]: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#slicing-ranges
+ [fancy-indexing]: https://pandas.pydata.org/pandas-docs/stable/user_guide/advanced.html#advanced
+ [subsetting]: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#boolean-indexing
+ [merging]: https://pandas.pydata.org/pandas-docs/stable/user_guide/merging.html#database-style-dataframe-or-named-series-joining-merging
+ [joining]: https://pandas.pydata.org/pandas-docs/stable/user_guide/merging.html#joining-on-index
+ [reshape]: https://pandas.pydata.org/pandas-docs/stable/user_guide/reshaping.html
+ [pivot-table]: https://pandas.pydata.org/pandas-docs/stable/user_guide/reshaping.html
+ [mi]: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#hierarchical-indexing-multiindex
+ [flat-files]: https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html#csv-text-files
+ [excel]: https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html#excel-files
+ [db]: https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html#sql-queries
+ [hdfstore]: https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html#hdf5-pytables
+ [timeseries]: https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#time-series-date-functionality
+
+## Where to get it
+The source code is currently hosted on GitHub at:
+https://github.com/pandas-dev/pandas
+
+Binary installers for the latest released version are available at the [Python
+Package Index (PyPI)](https://pypi.org/project/pandas) and on [Conda](https://anaconda.org/conda-forge/pandas).
+
+```sh
+# conda
+conda install -c conda-forge pandas
+```
+
+```sh
+# or PyPI
+pip install pandas
+```
+
+The list of changes to pandas between each release can be found
+[here](https://pandas.pydata.org/pandas-docs/stable/whatsnew/index.html). For full
+details, see the commit logs at https://github.com/pandas-dev/pandas.
+
+## Dependencies
+- [NumPy - Adds support for large, multi-dimensional arrays, matrices and high-level mathematical functions to operate on these arrays](https://www.numpy.org)
+- [python-dateutil - Provides powerful extensions to the standard datetime module](https://dateutil.readthedocs.io/en/stable/index.html)
+- [tzdata - Provides an IANA time zone database](https://tzdata.readthedocs.io/en/latest/) (Only required on Windows/Emscripten)
+
+See the [full installation instructions](https://pandas.pydata.org/pandas-docs/stable/install.html#dependencies) for minimum supported versions of required, recommended and optional dependencies.
+
+## Installation from sources
+To install pandas from source you need [Cython](https://cython.org/) in addition to the normal
+dependencies above. Cython can be installed from PyPI:
+
+```sh
+pip install cython
+```
+
+In the `pandas` directory (same one where you found this file after
+cloning the git repo), execute:
+
+```sh
+pip install .
+```
+
+or for installing in [development mode](https://pip.pypa.io/en/latest/cli/pip_install/#install-editable):
+
+
+```sh
+python -m pip install -ve . --no-build-isolation --config-settings editable-verbose=true
+```
+
+See the full instructions for [installing from source](https://pandas.pydata.org/docs/dev/development/contributing_environment.html).
+
+## License
+[BSD 3](LICENSE)
+
+## Documentation
+The official documentation is hosted on [PyData.org](https://pandas.pydata.org/pandas-docs/stable/).
+
+## Background
+Work on ``pandas`` started at [AQR](https://www.aqr.com/) (a quantitative hedge fund) in 2008 and
+has been under active development since then.
+
+## Getting Help
+
+For usage questions, the best place to go to is [Stack Overflow](https://stackoverflow.com/questions/tagged/pandas).
+Further, general questions and discussions can also take place on the [pydata mailing list](https://groups.google.com/forum/?fromgroups#!forum/pydata).
+
+## Discussion and Development
+Most development discussions take place on GitHub in this repo, via the [GitHub issue tracker](https://github.com/pandas-dev/pandas/issues).
+
+Further, the [pandas-dev mailing list](https://mail.python.org/mailman/listinfo/pandas-dev) can also be used for specialized discussions or design issues, and a [Slack channel](https://pandas.pydata.org/docs/dev/development/community.html?highlight=slack#community-slack) is available for quick development related questions.
+
+There are also frequent [community meetings](https://pandas.pydata.org/docs/dev/development/community.html#community-meeting) for project maintainers open to the community as well as monthly [new contributor meetings](https://pandas.pydata.org/docs/dev/development/community.html#new-contributor-meeting) to help support new contributors.
+
+Additional information on the communication channels can be found on the [contributor community](https://pandas.pydata.org/docs/development/community.html) page.
+
+## Contributing to pandas
+
+[](https://www.codetriage.com/pandas-dev/pandas)
+
+All contributions, bug reports, bug fixes, documentation improvements, enhancements, and ideas are welcome.
+
+A detailed overview on how to contribute can be found in the **[contributing guide](https://pandas.pydata.org/docs/dev/development/contributing.html)**.
+
+If you are simply looking to start working with the pandas codebase, navigate to the [GitHub "issues" tab](https://github.com/pandas-dev/pandas/issues) and start looking through interesting issues. There are a number of issues listed under [Docs](https://github.com/pandas-dev/pandas/issues?q=is%3Aissue%20state%3Aopen%20label%3ADocs%20sort%3Aupdated-desc) and [good first issue](https://github.com/pandas-dev/pandas/issues?q=is%3Aissue%20state%3Aopen%20label%3A%22good%20first%20issue%22%20sort%3Aupdated-desc) where you could start out.
+
+You can also triage issues which may include reproducing bug reports, or asking for vital information such as version numbers or reproduction instructions. If you would like to start triaging issues, one easy way to get started is to [subscribe to pandas on CodeTriage](https://www.codetriage.com/pandas-dev/pandas).
+
+Or maybe through using pandas you have an idea of your own or are looking for something in the documentation and thinking ‘this can be improved’... you can do something about it!
+
+Feel free to ask questions on the [mailing list](https://groups.google.com/forum/?fromgroups#!forum/pydata) or on [Slack](https://pandas.pydata.org/docs/dev/development/community.html?highlight=slack#community-slack).
+
+As contributors and maintainers to this project, you are expected to abide by pandas' code of conduct. More information can be found at: [Contributor Code of Conduct](https://github.com/pandas-dev/.github/blob/master/CODE_OF_CONDUCT.md)
+
+
+License: License agreement for matplotlib versions 1.3.0 and later
+ =========================================================
+
+ 1. This LICENSE AGREEMENT is between the Matplotlib Development Team
+ ("MDT"), and the Individual or Organization ("Licensee") accessing and
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+ to reproduce, analyze, test, perform and/or display publicly, prepare
+ derivative works, distribute, and otherwise use matplotlib
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+ License Agreement and MDT's notice of copyright, i.e., "Copyright (c)
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+ make the derivative work available to others as provided herein, then
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+ FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF MATPLOTLIB
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+ derivative works, distribute, and otherwise use matplotlib
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+ 3. In the event Licensee prepares a derivative work that is based on or
+ incorporates matplotlib or any part thereof, and wants to
+ make the derivative work available to others as provided herein, then
+ Licensee hereby agrees to include in any such work a brief summary of
+ the changes made to matplotlib.
+
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+ IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, JDH MAKES NO AND
+ DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS
+ FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF MATPLOTLIB
+ WILL NOT INFRINGE ANY THIRD PARTY RIGHTS.
+
+ 5. JDH SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF MATPLOTLIB
+ FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR
+ LOSS AS A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING
+ MATPLOTLIB , OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF
+ THE POSSIBILITY THEREOF.
+
+ 6. This License Agreement will automatically terminate upon a material
+ breach of its terms and conditions.
+
+ 7. Nothing in this License Agreement shall be deemed to create any
+ relationship of agency, partnership, or joint venture between JDH and
+ Licensee. This License Agreement does not grant permission to use JDH
+ trademarks or trade name in a trademark sense to endorse or promote
+ products or services of Licensee, or any third party.
+
+ 8. By copying, installing or otherwise using matplotlib,
+ Licensee agrees to be bound by the terms and conditions of this License
+ Agreement.
+ ----
+
+ This binary distrubution of Matplotlib can also bundle the following software
+ (depending on the build):
+
+ Name: AMS Fonts
+ Files: matplotlib/tests/cmr10.pfb
+ Description: Type-1 version of one of Knuth's Computer Modern fonts
+ License: OFL-1.1
+ The cmr10.pfb file is a Type-1 version of one of Knuth's Computer Modern fonts.
+ It is included here as test data only, but the following license applies.
+
+ Copyright (c) 1997, 2009, American Mathematical Society (http://www.ams.org).
+ All Rights Reserved.
+
+ "cmb10" is a Reserved Font Name for this Font Software.
+ "cmbsy10" is a Reserved Font Name for this Font Software.
+ "cmbsy5" is a Reserved Font Name for this Font Software.
+ "cmbsy6" is a Reserved Font Name for this Font Software.
+ "cmbsy7" is a Reserved Font Name for this Font Software.
+ "cmbsy8" is a Reserved Font Name for this Font Software.
+ "cmbsy9" is a Reserved Font Name for this Font Software.
+ "cmbx10" is a Reserved Font Name for this Font Software.
+ "cmbx12" is a Reserved Font Name for this Font Software.
+ "cmbx5" is a Reserved Font Name for this Font Software.
+ "cmbx6" is a Reserved Font Name for this Font Software.
+ "cmbx7" is a Reserved Font Name for this Font Software.
+ "cmbx8" is a Reserved Font Name for this Font Software.
+ "cmbx9" is a Reserved Font Name for this Font Software.
+ "cmbxsl10" is a Reserved Font Name for this Font Software.
+ "cmbxti10" is a Reserved Font Name for this Font Software.
+ "cmcsc10" is a Reserved Font Name for this Font Software.
+ "cmcsc8" is a Reserved Font Name for this Font Software.
+ "cmcsc9" is a Reserved Font Name for this Font Software.
+ "cmdunh10" is a Reserved Font Name for this Font Software.
+ "cmex10" is a Reserved Font Name for this Font Software.
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+ "cmex8" is a Reserved Font Name for this Font Software.
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+ "cmfi10" is a Reserved Font Name for this Font Software.
+ "cmfib8" is a Reserved Font Name for this Font Software.
+ "cminch" is a Reserved Font Name for this Font Software.
+ "cmitt10" is a Reserved Font Name for this Font Software.
+ "cmmi10" is a Reserved Font Name for this Font Software.
+ "cmmi12" is a Reserved Font Name for this Font Software.
+ "cmmi5" is a Reserved Font Name for this Font Software.
+ "cmmi6" is a Reserved Font Name for this Font Software.
+ "cmmi7" is a Reserved Font Name for this Font Software.
+ "cmmi8" is a Reserved Font Name for this Font Software.
+ "cmmi9" is a Reserved Font Name for this Font Software.
+ "cmmib10" is a Reserved Font Name for this Font Software.
+ "cmmib5" is a Reserved Font Name for this Font Software.
+ "cmmib6" is a Reserved Font Name for this Font Software.
+ "cmmib7" is a Reserved Font Name for this Font Software.
+ "cmmib8" is a Reserved Font Name for this Font Software.
+ "cmmib9" is a Reserved Font Name for this Font Software.
+ "cmr10" is a Reserved Font Name for this Font Software.
+ "cmr12" is a Reserved Font Name for this Font Software.
+ "cmr17" is a Reserved Font Name for this Font Software.
+ "cmr5" is a Reserved Font Name for this Font Software.
+ "cmr6" is a Reserved Font Name for this Font Software.
+ "cmr7" is a Reserved Font Name for this Font Software.
+ "cmr8" is a Reserved Font Name for this Font Software.
+ "cmr9" is a Reserved Font Name for this Font Software.
+ "cmsl10" is a Reserved Font Name for this Font Software.
+ "cmsl12" is a Reserved Font Name for this Font Software.
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+ "eufb10" is a Reserved Font Name for this Font Software.
+ "eufb5" is a Reserved Font Name for this Font Software.
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+ "eufm10" is a Reserved Font Name for this Font Software.
+ "eufm5" is a Reserved Font Name for this Font Software.
+ "eufm7" is a Reserved Font Name for this Font Software.
+ "eurb10" is a Reserved Font Name for this Font Software.
+ "eurb5" is a Reserved Font Name for this Font Software.
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+ "eurm10" is a Reserved Font Name for this Font Software.
+ "eurm5" is a Reserved Font Name for this Font Software.
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+ "eusb10" is a Reserved Font Name for this Font Software.
+ "eusb5" is a Reserved Font Name for this Font Software.
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+ "msbm10" is a Reserved Font Name for this Font Software.
+ "msbm5" is a Reserved Font Name for this Font Software.
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+ "wncyb10" is a Reserved Font Name for this Font Software.
+ "wncyi10" is a Reserved Font Name for this Font Software.
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+ "wncysc10" is a Reserved Font Name for this Font Software.
+ "wncyss10" is a Reserved Font Name for this Font Software.
+
+ This Font Software is licensed under the SIL Open Font License, Version 1.1.
+ This license is copied below, and is also available with a FAQ at:
+ http://scripts.sil.org/OFL
+
+ -----------------------------------------------------------
+ SIL OPEN FONT LICENSE Version 1.1 - 26 February 2007
+ -----------------------------------------------------------
+
+ PREAMBLE
+ The goals of the Open Font License (OFL) are to stimulate worldwide
+ development of collaborative font projects, to support the font creation
+ efforts of academic and linguistic communities, and to provide a free and
+ open framework in which fonts may be shared and improved in partnership
+ with others.
+
+ The OFL allows the licensed fonts to be used, studied, modified and
+ redistributed freely as long as they are not sold by themselves. The
+ fonts, including any derivative works, can be bundled, embedded,
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+
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+ "Font Software" refers to the set of files released by the Copyright
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+
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+
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+ distributed by the Copyright Holder(s).
+
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+ or substituting -- in part or in whole -- any of the components of the
+ Original Version, by changing formats or by porting the Font Software to a
+ new environment.
+
+ "Author" refers to any designer, engineer, programmer, technical
+ writer or other person who contributed to the Font Software.
+
+ PERMISSION & CONDITIONS
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+ a copy of the Font Software, to use, study, copy, merge, embed, modify,
+ redistribute, and sell modified and unmodified copies of the Font
+ Software, subject to the following conditions:
+
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+ in Original or Modified Versions, may be sold by itself.
+
+ 2) Original or Modified Versions of the Font Software may be bundled,
+ redistributed and/or sold with any software, provided that each copy
+ contains the above copyright notice and this license. These can be
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+
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+ Name(s) unless explicit written permission is granted by the corresponding
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+
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+ Software shall not be used to promote, endorse or advertise any
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+ Copyright Holder(s) and the Author(s) or with their explicit written
+ permission.
+
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+ must be distributed entirely under this license, and must not be
+ distributed under any other license. The requirement for fonts to
+ remain under this license does not apply to any document created
+ using the Font Software.
+
+ TERMINATION
+ This license becomes null and void if any of the above conditions are
+ not met.
+
+ DISCLAIMER
+ THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+ EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF
+ MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT
+ OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE
+ COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+ INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL
+ DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+ FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM
+ OTHER DEALINGS IN THE FONT SOFTWARE.
+
+
+
+ Name: BaKoMa Fonts
+ Files: matplotlib/mpl-data/fonts/ttf/cm*.ttf matplotlib/mpl-data/fonts/afm/cm*.afm
+ Description: Computer Modern Fonts in PostScript Type 1 and TrueType font formats.
+ License: BaKoMa Fonts Licence
+ BaKoMa Fonts Licence
+ --------------------
+
+ This licence covers two font packs (known as BaKoMa Fonts Collection,
+ which is available at `CTAN:fonts/cm/ps-type1/bakoma/'):
+
+ 1) BaKoMa-CM (1.1/12-Nov-94)
+ Computer Modern Fonts in PostScript Type 1 and TrueType font formats.
+
+ 2) BaKoMa-AMS (1.2/19-Jan-95)
+ AMS TeX fonts in PostScript Type 1 and TrueType font formats.
+
+ Copyright (C) 1994, 1995, Basil K. Malyshev. All Rights Reserved.
+
+ Permission to copy and distribute these fonts for any purpose is
+ hereby granted without fee, provided that the above copyright notice,
+ author statement and this permission notice appear in all copies of
+ these fonts and related documentation.
+
+ Permission to modify and distribute modified fonts for any purpose is
+ hereby granted without fee, provided that the copyright notice,
+ author statement, this permission notice and location of original
+ fonts (http://www.ctan.org/tex-archive/fonts/cm/ps-type1/bakoma)
+ appear in all copies of modified fonts and related documentation.
+
+ Permission to use these fonts (embedding into PostScript, PDF, SVG
+ and printing by using any software) is hereby granted without fee.
+ It is not required to provide any notices about using these fonts.
+
+ Basil K. Malyshev
+ INSTITUTE FOR HIGH ENERGY PHYSICS
+ IHEP, OMVT
+ Moscow Region
+ 142281 PROTVINO
+ RUSSIA
+
+ E-Mail: bakoma@mail.ru
+ or malyshev@mail.ihep.ru
+
+
+
+
+ Name: ColorBrewer Color Schemes
+ Files: lib/matplotlib/_cm.py
+ Description: Color schemes from ColorBrewer
+ License: Apache-2.0
+ Apache-Style Software License for ColorBrewer software and ColorBrewer Color Schemes
+
+ Copyright (c) 2002 Cynthia Brewer, Mark Harrower, and The Pennsylvania State University.
+
+ Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software distributed
+ under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
+ CONDITIONS OF ANY KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations under the License.
+
+
+ Name: Courier 10
+ Files: matplotlib/tests/Courier10PitchBT-Bold.pfb
+ Description: Courier 10 font, used in tests.
+ License: Bitstream-Charter
+ The Courier10PitchBT-Bold.pfb file is a Type-1 version of
+ Courier 10 Pitch BT Bold by Bitstream, obtained from
+ . It is included
+ here as test data only, but the following license applies.
+
+
+ (c) Copyright 1989-1992, Bitstream Inc., Cambridge, MA.
+
+ You are hereby granted permission under all Bitstream propriety rights
+ to use, copy, modify, sublicense, sell, and redistribute the 4 Bitstream
+ Charter (r) Type 1 outline fonts and the 4 Courier Type 1 outline fonts
+ for any purpose and without restriction; provided, that this notice is
+ left intact on all copies of such fonts and that Bitstream's trademark
+ is acknowledged as shown below on all unmodified copies of the 4 Charter
+ Type 1 fonts.
+
+ BITSTREAM CHARTER is a registered trademark of Bitstream Inc.
+
+
+ Name: FreeType
+ Files: matplotlib/ft2font.*.so
+ Description: Font rendering library
+ License: FTL OR GPL-2.0-or-later
+ The FreeType 2 font engine is copyrighted work and cannot be used
+ legally without a software license. In order to make this project
+ usable to a vast majority of developers, we distribute it under two
+ mutually exclusive open-source licenses.
+
+ This means that *you* must choose *one* of the two licenses described
+ below, then obey all its terms and conditions when using FreeType 2 in
+ any of your projects or products.
+
+ - The FreeType License, found in the file `docs/FTL.TXT`, which is
+ similar to the original BSD license *with* an advertising clause
+ that forces you to explicitly cite the FreeType project in your
+ product's documentation. All details are in the license file.
+ This license is suited to products which don't use the GNU General
+ Public License.
+
+ Note that this license is compatible to the GNU General Public
+ License version 3, but not version 2.
+
+ - The GNU General Public License version 2, found in
+ `docs/GPLv2.TXT` (any later version can be used also), for
+ programs which already use the GPL. Note that the FTL is
+ incompatible with GPLv2 due to its advertisement clause.
+
+ The contributed BDF and PCF drivers come with a license similar to
+ that of the X Window System. It is compatible to the above two
+ licenses (see files `src/bdf/README` and `src/pcf/README`). The same
+ holds for the source code files `src/base/fthash.c` and
+ `include/freetype/internal/fthash.h`; they were part of the BDF driver
+ in earlier FreeType versions.
+
+ The gzip module uses the zlib license (see `src/gzip/zlib.h`) which
+ too is compatible to the above two licenses.
+
+ The files `src/autofit/ft-hb.c` and `src/autofit/ft-hb.h` contain code
+ taken almost verbatim from the HarfBuzz file `hb-ft.cc`, which uses
+ the 'Old MIT' license, compatible to the above two licenses.
+
+ The MD5 checksum support (only used for debugging in development
+ builds) is in the public domain.
+
+
+ Name: HarfBuzz
+ Files: matplotlib/ft2font.*.so
+ Description: Text shaping library
+ License: MIT-Modern-Variant
+ HarfBuzz is licensed under the so-called "Old MIT" license. Details follow.
+ For parts of HarfBuzz that are licensed under different licenses see individual
+ files names COPYING in subdirectories where applicable.
+
+ Copyright © 2010-2022 Google, Inc.
+ Copyright © 2015-2020 Ebrahim Byagowi
+ Copyright © 2019,2020 Facebook, Inc.
+ Copyright © 2012,2015 Mozilla Foundation
+ Copyright © 2011 Codethink Limited
+ Copyright © 2008,2010 Nokia Corporation and/or its subsidiary(-ies)
+ Copyright © 2009 Keith Stribley
+ Copyright © 2011 Martin Hosken and SIL International
+ Copyright © 2007 Chris Wilson
+ Copyright © 2005,2006,2020,2021,2022,2023 Behdad Esfahbod
+ Copyright © 2004,2007,2008,2009,2010,2013,2021,2022,2023 Red Hat, Inc.
+ Copyright © 1998-2005 David Turner and Werner Lemberg
+ Copyright © 2016 Igalia S.L.
+ Copyright © 2022 Matthias Clasen
+ Copyright © 2018,2021 Khaled Hosny
+ Copyright © 2018,2019,2020 Adobe, Inc
+ Copyright © 2013-2015 Alexei Podtelezhnikov
+
+ For full copyright notices consult the individual files in the package.
+
+
+ Permission is hereby granted, without written agreement and without
+ license or royalty fees, to use, copy, modify, and distribute this
+ software and its documentation for any purpose, provided that the
+ above copyright notice and the following two paragraphs appear in
+ all copies of this software.
+
+ IN NO EVENT SHALL THE COPYRIGHT HOLDER BE LIABLE TO ANY PARTY FOR
+ DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES
+ ARISING OUT OF THE USE OF THIS SOFTWARE AND ITS DOCUMENTATION, EVEN
+ IF THE COPYRIGHT HOLDER HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH
+ DAMAGE.
+
+ THE COPYRIGHT HOLDER SPECIFICALLY DISCLAIMS ANY WARRANTIES, INCLUDING,
+ BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND
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+ ON AN "AS IS" BASIS, AND THE COPYRIGHT HOLDER HAS NO OBLIGATION TO
+ PROVIDE MAINTENANCE, SUPPORT, UPDATES, ENHANCEMENTS, OR MODIFICATIONS.
+
+
+ Name: JSXTools resize observer
+ Files: lib/matplotlib/backends/web_backend/js/mpl.js
+ Description: Minimal polyfill for the ResizeObserver API
+ License: CC0-1.0
+ # CC0 1.0 Universal
+
+ ## Statement of Purpose
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+ 1. No trademark or patent rights held by Affirmer are waived, abandoned,
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+
+ For more information, please see
+ http://creativecommons.org/publicdomain/zero/1.0/.
+
+
+ Name: Last Resort fonts
+ Files: matplotlib/mpl-data/fonts/ttf/LastResortHE-Regular.ttf
+ Description: Last Resort High-Efficiency Font
+ License: OFL-1.1
+ This Font Software is licensed under the SIL Open Font License,
+ Version 1.1.
+
+ This license is copied below, and is also available with a FAQ at:
+ http://scripts.sil.org/OFL
+
+ -----------------------------------------------------------
+ SIL OPEN FONT LICENSE Version 1.1 - 26 February 2007
+ -----------------------------------------------------------
+
+ PREAMBLE
+ The goals of the Open Font License (OFL) are to stimulate worldwide
+ development of collaborative font projects, to support the font
+ creation efforts of academic and linguistic communities, and to
+ provide a free and open framework in which fonts may be shared and
+ improved in partnership with others.
+
+ The OFL allows the licensed fonts to be used, studied, modified and
+ redistributed freely as long as they are not sold by themselves. The
+ fonts, including any derivative works, can be bundled, embedded,
+ redistributed and/or sold with any software provided that any reserved
+ names are not used by derivative works. The fonts and derivatives,
+ however, cannot be released under any other type of license. The
+ requirement for fonts to remain under this license does not apply to
+ any document created using the fonts or their derivatives.
+
+ DEFINITIONS
+ "Font Software" refers to the set of files released by the Copyright
+ Holder(s) under this license and clearly marked as such. This may
+ include source files, build scripts and documentation.
+
+ "Reserved Font Name" refers to any names specified as such after the
+ copyright statement(s).
+
+ "Original Version" refers to the collection of Font Software
+ components as distributed by the Copyright Holder(s).
+
+ "Modified Version" refers to any derivative made by adding to,
+ deleting, or substituting -- in part or in whole -- any of the
+ components of the Original Version, by changing formats or by porting
+ the Font Software to a new environment.
+
+ "Author" refers to any designer, engineer, programmer, technical
+ writer or other person who contributed to the Font Software.
+
+ PERMISSION & CONDITIONS
+ Permission is hereby granted, free of charge, to any person obtaining
+ a copy of the Font Software, to use, study, copy, merge, embed,
+ modify, redistribute, and sell modified and unmodified copies of the
+ Font Software, subject to the following conditions:
+
+ 1) Neither the Font Software nor any of its individual components, in
+ Original or Modified Versions, may be sold by itself.
+
+ 2) Original or Modified Versions of the Font Software may be bundled,
+ redistributed and/or sold with any software, provided that each copy
+ contains the above copyright notice and this license. These can be
+ included either as stand-alone text files, human-readable headers or
+ in the appropriate machine-readable metadata fields within text or
+ binary files as long as those fields can be easily viewed by the user.
+
+ 3) No Modified Version of the Font Software may use the Reserved Font
+ Name(s) unless explicit written permission is granted by the
+ corresponding Copyright Holder. This restriction only applies to the
+ primary font name as presented to the users.
+
+ 4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font
+ Software shall not be used to promote, endorse or advertise any
+ Modified Version, except to acknowledge the contribution(s) of the
+ Copyright Holder(s) and the Author(s) or with their explicit written
+ permission.
+
+ 5) The Font Software, modified or unmodified, in part or in whole,
+ must be distributed entirely under this license, and must not be
+ distributed under any other license. The requirement for fonts to
+ remain under this license does not apply to any document created using
+ the Font Software.
+
+ TERMINATION
+ This license becomes null and void if any of the above conditions are
+ not met.
+
+ DISCLAIMER
+ THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+ EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF
+ MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT
+ OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE
+ COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+ INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL
+ DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+ FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM
+ OTHER DEALINGS IN THE FONT SOFTWARE.
+
+ SPDX-License-Identifier: OFL-1.1
+
+
+ Name: libraqm
+ Files: matplotlib/ft2font.*.so
+ Description: Complex text layout library
+ License: MIT
+ The MIT License (MIT)
+
+ Copyright © 2015 Information Technology Authority (ITA)
+ Copyright © 2016-2023 Khaled Hosny
+
+ Permission is hereby granted, free of charge, to any person obtaining a copy
+ of this software and associated documentation files (the "Software"), to deal
+ in the Software without restriction, including without limitation the rights
+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ copies of the Software, and to permit persons to whom the Software is
+ furnished to do so, subject to the following conditions:
+
+ The above copyright notice and this permission notice shall be included in all
+ copies or substantial portions of the Software.
+
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ SOFTWARE.
+
+
+ Name: QHull
+ Files: matplotlib/_qhull.*.so
+ Description: Convex hull, Delaunay triangulation, Voronoi diagrams, Halfspace intersection
+ License: Qhull
+ Qhull, Copyright (c) 1993-2020
+
+ C.B. Barber
+ Arlington, MA
+
+ and
+
+ The National Science and Technology Research Center for
+ Computation and Visualization of Geometric Structures
+ (The Geometry Center)
+ University of Minnesota
+
+ email: qhull@qhull.org
+
+ This software includes Qhull from C.B. Barber and The Geometry Center.
+ Files derived from Qhull 1.0 are copyrighted by the Geometry Center. The
+ remaining files are copyrighted by C.B. Barber. Qhull is free software
+ and may be obtained via http from www.qhull.org. It may be freely copied,
+ modified, and redistributed under the following conditions:
+
+ 1. All copyright notices must remain intact in all files.
+
+ 2. A copy of this text file must be distributed along with any copies
+ of Qhull that you redistribute; this includes copies that you have
+ modified, or copies of programs or other software products that
+ include Qhull.
+
+ 3. If you modify Qhull, you must include a notice giving the
+ name of the person performing the modification, the date of
+ modification, and the reason for such modification.
+
+ 4. When distributing modified versions of Qhull, or other software
+ products that include Qhull, you must provide notice that the original
+ source code may be obtained as noted above.
+
+ 5. There is no warranty or other guarantee of fitness for Qhull, it is
+ provided solely "as is". Bug reports or fixes may be sent to
+ qhull_bug@qhull.org; the authors may or may not act on them as
+ they desire.
+
+
+ Name: Qt4 Editor
+ Files: matplotlib/backends/qt_editor
+ Description: Module creating PyQt4 form dialogs/layouts to edit various type of parameters
+ License: MIT
+ Module creating PyQt4 form dialogs/layouts to edit various type of parameters
+
+
+ formlayout License Agreement (MIT License)
+ ------------------------------------------
+
+ Copyright (c) 2009 Pierre Raybaut
+
+ Permission is hereby granted, free of charge, to any person
+ obtaining a copy of this software and associated documentation
+ files (the "Software"), to deal in the Software without
+ restriction, including without limitation the rights to use,
+ copy, modify, merge, publish, distribute, sublicense, and/or sell
+ copies of the Software, and to permit persons to whom the
+ Software is furnished to do so, subject to the following
+ conditions:
+
+ The above copyright notice and this permission notice shall be
+ included in all copies or substantial portions of the Software.
+
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+ EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+ OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+ NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+ HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+ WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+ FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+ OTHER DEALINGS IN THE SOFTWARE.
+
+
+ Name: SheenBidi
+ Files: matplotlib/ft2font.*.so
+ Description: Unicode Bidirectional Algorithm implementation
+ License: Apache-2.0
+ Apache License
+ Version 2.0, January 2004
+ http://www.apache.org/licenses/
+
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+ Name: Solarized
+ Files: matplotlib/mpl-data/stylelib/Solarize_Light2.mplstyle
+ Description: Solarized color scheme/style
+ License: MIT
+ https://github.com/altercation/solarized/blob/master/LICENSE
+ Copyright (c) 2011 Ethan Schoonover
+
+ Permission is hereby granted, free of charge, to any person obtaining a copy
+ of this software and associated documentation files (the "Software"), to deal
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+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ copies of the Software, and to permit persons to whom the Software is
+ furnished to do so, subject to the following conditions:
+
+ The above copyright notice and this permission notice shall be included in
+ all copies or substantial portions of the Software.
+
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+ THE SOFTWARE.
+
+
+ Name: Stix fonts
+ Files: matplotlib/mpl-data/fonts/ttf/STIX*.ttf
+ Description: STIX fonts
+ License: OFL-1.1
+ STIX Font License
+
+ 24 May 2010
+
+ Copyright (c) 2001-2010 by the STI Pub Companies, consisting of the American
+ Institute of Physics, the American Chemical Society, the American Mathematical
+ Society, the American Physical Society, Elsevier, Inc., and The Institute of
+ Electrical and Electronic Engineers, Inc. (www.stixfonts.org), with Reserved
+ Font Name STIX Fonts, STIX Fonts (TM) is a trademark of The Institute of
+ Electrical and Electronics Engineers, Inc.
+
+ Portions copyright (c) 1998-2003 by MicroPress, Inc. (www.micropress-inc.com),
+ with Reserved Font Name TM Math. To obtain additional mathematical fonts, please
+ contact MicroPress, Inc., 68-30 Harrow Street, Forest Hills, NY 11375, USA,
+ Phone: (718) 575-1816.
+
+ Portions copyright (c) 1990 by Elsevier, Inc.
+
+ This Font Software is licensed under the SIL Open Font License, Version 1.1.
+ This license is copied below, and is also available with a FAQ at:
+ https://scripts.sil.org/OFL
+
+ -----------------------------------------------------------
+ SIL OPEN FONT LICENSE Version 1.1 - 26 February 2007
+ -----------------------------------------------------------
+
+ PREAMBLE
+ The goals of the Open Font License (OFL) are to stimulate worldwide
+ development of collaborative font projects, to support the font creation
+ efforts of academic and linguistic communities, and to provide a free and
+ open framework in which fonts may be shared and improved in partnership
+ with others.
+
+ The OFL allows the licensed fonts to be used, studied, modified and
+ redistributed freely as long as they are not sold by themselves. The
+ fonts, including any derivative works, can be bundled, embedded,
+ redistributed and/or sold with any software provided that any reserved
+ names are not used by derivative works. The fonts and derivatives,
+ however, cannot be released under any other type of license. The
+ requirement for fonts to remain under this license does not apply
+ to any document created using the fonts or their derivatives.
+
+ DEFINITIONS
+ "Font Software" refers to the set of files released by the Copyright
+ Holder(s) under this license and clearly marked as such. This may
+ include source files, build scripts and documentation.
+
+ "Reserved Font Name" refers to any names specified as such after the
+ copyright statement(s).
+
+ "Original Version" refers to the collection of Font Software components as
+ distributed by the Copyright Holder(s).
+
+ "Modified Version" refers to any derivative made by adding to, deleting,
+ or substituting -- in part or in whole -- any of the components of the
+ Original Version, by changing formats or by porting the Font Software to a
+ new environment.
+
+ "Author" refers to any designer, engineer, programmer, technical
+ writer or other person who contributed to the Font Software.
+
+ PERMISSION & CONDITIONS
+ Permission is hereby granted, free of charge, to any person obtaining
+ a copy of the Font Software, to use, study, copy, merge, embed, modify,
+ redistribute, and sell modified and unmodified copies of the Font
+ Software, subject to the following conditions:
+
+ 1) Neither the Font Software nor any of its individual components,
+ in Original or Modified Versions, may be sold by itself.
+
+ 2) Original or Modified Versions of the Font Software may be bundled,
+ redistributed and/or sold with any software, provided that each copy
+ contains the above copyright notice and this license. These can be
+ included either as stand-alone text files, human-readable headers or
+ in the appropriate machine-readable metadata fields within text or
+ binary files as long as those fields can be easily viewed by the user.
+
+ 3) No Modified Version of the Font Software may use the Reserved Font
+ Name(s) unless explicit written permission is granted by the corresponding
+ Copyright Holder. This restriction only applies to the primary font name as
+ presented to the users.
+
+ 4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font
+ Software shall not be used to promote, endorse or advertise any
+ Modified Version, except to acknowledge the contribution(s) of the
+ Copyright Holder(s) and the Author(s) or with their explicit written
+ permission.
+
+ 5) The Font Software, modified or unmodified, in part or in whole,
+ must be distributed entirely under this license, and must not be
+ distributed under any other license. The requirement for fonts to
+ remain under this license does not apply to any document created
+ using the Font Software.
+
+ TERMINATION
+ This license becomes null and void if any of the above conditions are
+ not met.
+
+ DISCLAIMER
+ THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+ EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF
+ MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT
+ OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE
+ COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+ INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL
+ DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+ FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM
+ OTHER DEALINGS IN THE FONT SOFTWARE.
+
+ Name: Yorick Colormaps
+ Files: lib/matplotlib/_cm.py
+ Description: Gist/Yorick colormaps
+ License:
+ BSD-style license for gist/yorick colormaps.
+
+ Copyright:
+
+ Copyright (c) 1996. The Regents of the University of California.
+ All rights reserved.
+
+ Permission to use, copy, modify, and distribute this software for any
+ purpose without fee is hereby granted, provided that this entire
+ notice is included in all copies of any software which is or includes
+ a copy or modification of this software and in all copies of the
+ supporting documentation for such software.
+
+ This work was produced at the University of California, Lawrence
+ Livermore National Laboratory under contract no. W-7405-ENG-48 between
+ the U.S. Department of Energy and The Regents of the University of
+ California for the operation of UC LLNL.
+
+
+ DISCLAIMER
+
+ This software was prepared as an account of work sponsored by an
+ agency of the United States Government. Neither the United States
+ Government nor the University of California nor any of their
+ employees, makes any warranty, express or implied, or assumes any
+ liability or responsibility for the accuracy, completeness, or
+ usefulness of any information, apparatus, product, or process
+ disclosed, or represents that its use would not infringe
+ privately-owned rights. Reference herein to any specific commercial
+ products, process, or service by trade name, trademark, manufacturer,
+ or otherwise, does not necessarily constitute or imply its
+ endorsement, recommendation, or favoring by the United States
+ Government or the University of California. The views and opinions of
+ authors expressed herein do not necessarily state or reflect those of
+ the United States Government or the University of California, and
+ shall not be used for advertising or product endorsement purposes.
+
+
+ AUTHOR
+
+ David H. Munro wrote Yorick and Gist. Berkeley Yacc (byacc) generated
+ the Yorick parser. The routines in Math are from LAPACK and FFTPACK;
+ MathC contains C translations by David H. Munro. The algorithms for
+ Yorick's random number generator and several special functions in
+ Yorick/include were taken from Numerical Recipes by Press, et. al.,
+ although the Yorick implementations are unrelated to those in
+ Numerical Recipes. A small amount of code in Gist was adapted from
+ the X11R4 release, copyright M.I.T. -- the complete copyright notice
+ may be found in the (unused) file Gist/host.c.
+
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Framework :: Matplotlib
+Classifier: Intended Audience :: Science/Research
+Classifier: Intended Audience :: Education
+Classifier: License :: OSI Approved :: Python Software Foundation License
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Programming Language :: Python :: 3.14
+Classifier: Topic :: Scientific/Engineering :: Visualization
+Project-URL: Homepage, https://matplotlib.org
+Project-URL: Download, https://matplotlib.org/stable/install/index.html
+Project-URL: Documentation, https://matplotlib.org
+Project-URL: Source Code, https://github.com/matplotlib/matplotlib
+Project-URL: Bug Tracker, https://github.com/matplotlib/matplotlib/issues
+Project-URL: Forum, https://discourse.matplotlib.org/
+Project-URL: Donate, https://numfocus.org/donate-to-matplotlib
+Requires-Python: >=3.11
+Requires-Dist: contourpy>=1.0.1
+Requires-Dist: cycler>=0.10
+Requires-Dist: fonttools>=4.22.0
+Requires-Dist: kiwisolver>=1.3.1
+Requires-Dist: numpy>=1.25
+Requires-Dist: packaging>=20.0
+Requires-Dist: pillow>=9
+Requires-Dist: pyparsing>=3
+Requires-Dist: python-dateutil>=2.7
+Description-Content-Type: text/markdown
+
+[](https://pypi.org/project/matplotlib/)
+[](https://anaconda.org/conda-forge/matplotlib)
+[](https://pypi.org/project/matplotlib)
+[](https://numfocus.org)
+[](https://insights.linuxfoundation.org/project/matplotlib)
+
+[](https://discourse.matplotlib.org)
+[](https://discourse.matplotlib.org/chat/c/matplotlib/2)
+[](https://github.com/matplotlib/matplotlib/issues)
+[](https://matplotlib.org/stable/devel/index.html)
+
+[](https://github.com/matplotlib/matplotlib/actions?query=workflow%3ATests)
+[](https://dev.azure.com/matplotlib/matplotlib/_build/latest?definitionId=1&branchName=main)
+[](https://ci.appveyor.com/project/matplotlib/matplotlib)
+[](https://app.codecov.io/gh/matplotlib/matplotlib)
+[](https://jacobtomlinson.dev/effver)
+
+
+
+Matplotlib is a comprehensive library for creating static, animated, and
+interactive visualizations in Python.
+
+Check out our [home page](https://matplotlib.org/) for more information.
+
+
+
+Matplotlib produces publication-quality figures in a variety of hardcopy
+formats and interactive environments across platforms. Matplotlib can be
+used in Python scripts, Python/IPython shells, web application servers,
+and various graphical user interface toolkits.
+
+## Install
+
+See the [install
+documentation](https://matplotlib.org/stable/users/installing/index.html),
+which is generated from `/doc/install/index.rst`
+
+## Contribute
+
+You've discovered a bug or something else you want to change — excellent!
+
+You've worked out a way to fix it — even better!
+
+You want to tell us about it — best of all!
+
+Start at the [contributing
+guide](https://matplotlib.org/devdocs/devel/contribute.html)!
+
+## Contact
+
+[Discourse](https://discourse.matplotlib.org/) is the discussion forum
+for general questions and discussions and our recommended starting
+point.
+
+Our active mailing lists (which are mirrored on Discourse) are:
+
+- [Users](https://mail.python.org/mailman/listinfo/matplotlib-users)
+ mailing list:
+- [Announcement](https://mail.python.org/mailman/listinfo/matplotlib-announce)
+ mailing list:
+- [Development](https://mail.python.org/mailman/listinfo/matplotlib-devel)
+ mailing list:
+
+[Discourse Chat](https://discourse.matplotlib.org/chat/c/matplotlib/2) is for
+coordinating development and asking questions directly related to contributing
+to matplotlib.
+
+## Citing Matplotlib
+
+If Matplotlib contributes to a project that leads to publication, please
+acknowledge this by citing Matplotlib.
+
+[A ready-made citation
+entry](https://matplotlib.org/stable/users/project/citing.html) is
+available.
diff --git a/.cache/pip/http-v2/f/6/4/9/7/f64975d28276977ea56e4922737def644a797957c860c54f5b5bc122 b/.cache/pip/http-v2/f/6/4/9/7/f64975d28276977ea56e4922737def644a797957c860c54f5b5bc122
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@@ -0,0 +1,2339 @@
+Metadata-Version: 2.4
+Name: fonttools
+Version: 4.63.0
+Summary: Tools to manipulate font files
+Home-page: http://github.com/fonttools/fonttools
+Author: Just van Rossum
+Author-email: just@letterror.com
+Maintainer: Behdad Esfahbod
+Maintainer-email: behdad@behdad.org
+License: MIT
+Platform: Any
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Environment :: Console
+Classifier: Environment :: Other Environment
+Classifier: Intended Audience :: Developers
+Classifier: Intended Audience :: End Users/Desktop
+Classifier: Natural Language :: English
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Programming Language :: Python :: 3.14
+Classifier: Programming Language :: Python :: 3
+Classifier: Topic :: Text Processing :: Fonts
+Classifier: Topic :: Multimedia :: Graphics
+Classifier: Topic :: Multimedia :: Graphics :: Graphics Conversion
+Requires-Python: >=3.10
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+License-File: LICENSE.external
+Provides-Extra: ufo
+Provides-Extra: lxml
+Requires-Dist: lxml>=4.0; extra == "lxml"
+Provides-Extra: woff
+Requires-Dist: brotli>=1.0.1; platform_python_implementation == "CPython" and extra == "woff"
+Requires-Dist: brotlicffi>=0.8.0; platform_python_implementation != "CPython" and extra == "woff"
+Requires-Dist: zopfli>=0.1.4; extra == "woff"
+Provides-Extra: unicode
+Requires-Dist: unicodedata2>=17.0.0; python_version <= "3.14" and extra == "unicode"
+Provides-Extra: graphite
+Requires-Dist: lz4>=1.7.4.2; extra == "graphite"
+Provides-Extra: interpolatable
+Requires-Dist: scipy; platform_python_implementation != "PyPy" and extra == "interpolatable"
+Requires-Dist: munkres; platform_python_implementation == "PyPy" and extra == "interpolatable"
+Requires-Dist: pycairo; extra == "interpolatable"
+Provides-Extra: plot
+Requires-Dist: matplotlib; extra == "plot"
+Provides-Extra: symfont
+Requires-Dist: sympy; extra == "symfont"
+Provides-Extra: type1
+Requires-Dist: xattr; sys_platform == "darwin" and extra == "type1"
+Provides-Extra: pathops
+Requires-Dist: skia-pathops>=0.5.0; extra == "pathops"
+Provides-Extra: repacker
+Requires-Dist: uharfbuzz>=0.45.0; extra == "repacker"
+Provides-Extra: all
+Requires-Dist: lxml>=4.0; extra == "all"
+Requires-Dist: brotli>=1.0.1; platform_python_implementation == "CPython" and extra == "all"
+Requires-Dist: brotlicffi>=0.8.0; platform_python_implementation != "CPython" and extra == "all"
+Requires-Dist: zopfli>=0.1.4; extra == "all"
+Requires-Dist: unicodedata2>=17.0.0; python_version <= "3.14" and extra == "all"
+Requires-Dist: lz4>=1.7.4.2; extra == "all"
+Requires-Dist: scipy; platform_python_implementation != "PyPy" and extra == "all"
+Requires-Dist: munkres; platform_python_implementation == "PyPy" and extra == "all"
+Requires-Dist: pycairo; extra == "all"
+Requires-Dist: matplotlib; extra == "all"
+Requires-Dist: sympy; extra == "all"
+Requires-Dist: xattr; sys_platform == "darwin" and extra == "all"
+Requires-Dist: skia-pathops>=0.5.0; extra == "all"
+Requires-Dist: uharfbuzz>=0.45.0; extra == "all"
+Dynamic: author
+Dynamic: author-email
+Dynamic: classifier
+Dynamic: description
+Dynamic: description-content-type
+Dynamic: home-page
+Dynamic: license
+Dynamic: license-file
+Dynamic: maintainer
+Dynamic: maintainer-email
+Dynamic: platform
+Dynamic: provides-extra
+Dynamic: requires-python
+Dynamic: summary
+
+|CI Build Status| |Coverage Status| |PyPI| |Gitter Chat|
+
+What is this?
+~~~~~~~~~~~~~
+
+| fontTools is a library for manipulating fonts, written in Python. The
+ project includes the TTX tool, that can convert TrueType and OpenType
+ fonts to and from an XML text format, which is also called TTX. It
+ supports TrueType, OpenType, AFM and to an extent Type 1 and some
+ Mac-specific formats. The project has an `MIT open-source
+ license `__.
+| Among other things this means you can use it free of charge.
+
+`User documentation `_
+are available at `Read the Docs `__).
+
+The package is listed in the Python Package Index (PyPI), so you can
+install it with `pip `__:
+
+.. code:: sh
+
+ pip install fonttools
+
+If you would like to contribute to its development, you can clone the
+repository from GitHub, install the package in 'editable' mode and
+modify the source code in place. We recommend creating a virtual
+environment, using `virtualenv `__ or
+Python 3 `venv `__ module.
+
+.. code:: sh
+
+ # download the source code to 'fonttools' folder
+ git clone https://github.com/fonttools/fonttools.git
+ cd fonttools
+
+ # create new virtual environment called e.g. 'fonttools-venv', or anything you like
+ python -m virtualenv fonttools-venv
+
+ # source the `activate` shell script to enter the environment (Unix-like); to exit, just type `deactivate`
+ . fonttools-venv/bin/activate
+
+ # to activate the virtual environment in Windows `cmd.exe`, do
+ fonttools-venv\Scripts\activate.bat
+
+ # install in 'editable' mode
+ pip install -e .
+
+Optional Requirements
+---------------------
+
+The ``fontTools`` package currently has no (required) external dependencies
+besides the modules included in the Python Standard Library.
+However, a few extra dependencies are required by some of its modules, which
+are needed to unlock optional features.
+The ``fonttools`` PyPI distribution also supports so-called "extras", i.e. a
+set of keywords that describe a group of additional dependencies, which can be
+used when installing via pip, or when specifying a requirement.
+For example:
+
+.. code:: sh
+
+ pip install fonttools[ufo,lxml,woff,unicode]
+
+This command will install fonttools, as well as the optional dependencies that
+are required to unlock the extra features named "ufo", etc.
+
+- ``Lib/fontTools/misc/etree.py``
+
+ The module exports a ElementTree-like API for reading/writing XML files, and
+ allows to use as the backend either the built-in ``xml.etree`` module or
+ `lxml `__. The latter is preferred whenever present,
+ as it is generally faster and more secure.
+
+ *Extra:* ``lxml``
+
+- ``Lib/fontTools/ttLib/woff2.py``
+
+ Module to compress/decompress WOFF 2.0 web fonts; it requires:
+
+ * `brotli `__: Python bindings of
+ the Brotli compression library.
+
+ *Extra:* ``woff``
+
+- ``Lib/fontTools/ttLib/sfnt.py``
+
+ To better compress WOFF 1.0 web fonts, the following module can be used
+ instead of the built-in ``zlib`` library:
+
+ * `zopfli `__: Python bindings of
+ the Zopfli compression library.
+
+ *Extra:* ``woff``
+
+- ``Lib/fontTools/unicode.py``
+
+ To display the Unicode character names when dumping the ``cmap`` table
+ with ``ttx`` we use the ``unicodedata`` module in the Standard Library.
+ The version included in there varies between different Python versions.
+ To use the latest available data, you can install:
+
+ * `unicodedata2 `__:
+ ``unicodedata`` backport for Python 3.x updated to the latest Unicode
+ version 17.0.
+
+ *Extra:* ``unicode``
+
+- ``Lib/fontTools/varLib/interpolatable.py``
+
+ Module for finding wrong contour/component order between different masters.
+ It requires one of the following packages in order to solve the so-called
+ "minimum weight perfect matching problem in bipartite graphs", or
+ the Assignment problem:
+
+ * `scipy `__: the Scientific Library
+ for Python, which internally uses `NumPy `__
+ arrays and hence is very fast;
+ * `munkres `__: a pure-Python
+ module that implements the Hungarian or Kuhn-Munkres algorithm. Slower than
+ SciPy, but useful for minimalistic systems where adding SciPy is undesirable.
+
+ This ensures both performance (via SciPy) and minimal footprint (via Munkres)
+ are possible.
+
+ To plot the results to a PDF or HTML format, you also need to install:
+
+ * `pycairo `__.
+
+ *Extra:* ``interpolatable``
+
+- ``Lib/fontTools/varLib/plot.py``
+
+ Module for visualizing DesignSpaceDocument and resulting VariationModel.
+
+ * `matplotlib `__: 2D plotting library.
+
+ *Extra:* ``plot``
+
+- ``Lib/fontTools/misc/symfont.py``
+
+ Advanced module for symbolic font statistics analysis; it requires:
+
+ * `sympy `__: the Python library for
+ symbolic mathematics.
+
+ *Extra:* ``symfont``
+
+- ``Lib/fontTools/t1Lib.py``
+
+ To get the file creator and type of Macintosh PostScript Type 1 fonts
+ on Python 3 you need to install the following module, as the old ``MacOS``
+ module is no longer included in Mac Python:
+
+ * `xattr `__: Python wrapper for
+ extended filesystem attributes (macOS platform only).
+
+ *Extra:* ``type1``
+
+- ``Lib/fontTools/ttLib/removeOverlaps.py``
+
+ Simplify TrueType glyphs by merging overlapping contours and components.
+
+ * `skia-pathops `__: Python
+ bindings for the Skia library's PathOps module, performing boolean
+ operations on paths (union, intersection, etc.).
+
+ *Extra:* ``pathops``
+
+- ``Lib/fontTools/ufoLib``
+
+ Package for reading and writing UFO source files; if available, it will use:
+
+ * `fs `__: (aka ``pyfilesystem2``) filesystem abstraction layer
+
+ for reading and writing UFOs to the local filesystem or zip files (.ufoz), instead of
+ the built-in ``fontTools.misc.filesystem`` package.
+ The reader and writer classes can in theory also accept any object compatible the
+ ``fs.base.FS`` interface, although not all have been tested.
+
+- ``Lib/fontTools/pens/cocoaPen.py`` and ``Lib/fontTools/pens/quartzPen.py``
+
+ Pens for drawing glyphs with Cocoa ``NSBezierPath`` or ``CGPath`` require:
+
+ * `PyObjC `__: the bridge between
+ Python and the Objective-C runtime (macOS platform only).
+
+- ``Lib/fontTools/pens/qtPen.py``
+
+ Pen for drawing glyphs with Qt's ``QPainterPath``, requires:
+
+ * `PyQt5 `__: Python bindings for
+ the Qt cross platform UI and application toolkit.
+
+- ``Lib/fontTools/pens/reportLabPen.py``
+
+ Pen to drawing glyphs as PNG images, requires:
+
+ * `reportlab `__: Python toolkit
+ for generating PDFs and graphics.
+
+- ``Lib/fontTools/pens/freetypePen.py``
+
+ Pen to drawing glyphs with FreeType as raster images, requires:
+
+ * `freetype-py `__: Python binding
+ for the FreeType library.
+
+- ``Lib/fontTools/ttLib/tables/otBase.py``
+
+ Use the Harfbuzz library to serialize GPOS/GSUB using ``hb_repack`` method, requires:
+
+ * `uharfbuzz `__: Streamlined Cython
+ bindings for the harfbuzz shaping engine
+
+ *Extra:* ``repacker``
+
+How to make a new release
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+1) Update ``NEWS.rst`` with all the changes since the last release. Write a
+ changelog entry for each PR, with one or two short sentences summarizing it,
+ as well as links to the PR and relevant issues addressed by the PR. Do not
+ put a new title, the next command will do it for you.
+2) Use semantic versioning to decide whether the new release will be a 'major',
+ 'minor' or 'patch' release. It's usually one of the latter two, depending on
+ whether new backward compatible APIs were added, or simply some bugs were fixed.
+3) From inside a venv, first do ``pip install -r dev-requirements.txt``, then run
+ the ``python setup.py release`` command from the tip of the ``main`` branch.
+ By default this bumps the third or 'patch' digit only, unless you pass ``--major``
+ or ``--minor`` to bump respectively the first or second digit.
+ This bumps the package version string, extracts the changes since the latest
+ version from ``NEWS.rst``, and uses that text to create an annotated git tag
+ (or a signed git tag if you pass the ``--sign`` option and your git and Github
+ account are configured for `signing commits `__
+ using a GPG key).
+ It also commits an additional version bump which opens the main branch for
+ the subsequent developmental cycle
+4) Push both the tag and commit to the upstream repository, by running the command
+ ``git push --follow-tags``. Note: it may push other local tags as well, be
+ careful.
+5) Let the CI build the wheel and source distribution packages and verify both
+ get uploaded to the Python Package Index (PyPI).
+6) [Optional] Go to fonttools `Github Releases `__
+ page and create a new release, copy-pasting the content of the git tag
+ message. This way, the release notes are nicely formatted as markdown, and
+ users watching the repo will get an email notification. One day we shall
+ automate that too.
+
+
+Acknowledgments
+~~~~~~~~~~~~~~~~
+
+In alphabetical order:
+
+aschmitz, Olivier Berten, Samyak Bhuta, Erik van Blokland, Petr van Blokland,
+Jelle Bosma, Sascha Brawer, Tom Byrer, Antonio Cavedoni, Frédéric Coiffier,
+Vincent Connare, David Corbett, Simon Cozens, Dave Crossland, Simon Daniels,
+Peter Dekkers, Behdad Esfahbod, Behnam Esfahbod, Hannes Famira, Sam Fishman,
+Matt Fontaine, Takaaki Fuji, Rob Hagemans, Yannis Haralambous, Greg Hitchcock,
+Jeremie Hornus, Khaled Hosny, John Hudson, Denis Moyogo Jacquerye, Jack Jansen,
+Tom Kacvinsky, Jens Kutilek, Antoine Leca, Werner Lemberg, Tal Leming, Liang Hai, Peter
+Lofting, Cosimo Lupo, Olli Meier, Masaya Nakamura, Dave Opstad, Laurence Penney,
+Roozbeh Pournader, Garret Rieger, Read Roberts, Colin Rofls, Guido van Rossum,
+Just van Rossum, Andreas Seidel, Georg Seifert, Chris Simpkins, Miguel Sousa,
+Adam Twardoch, Adrien Tétar, Vitaly Volkov, Paul Wise.
+
+Copyrights
+~~~~~~~~~~
+
+| Copyright (c) 1999-2004 Just van Rossum, LettError
+ (just@letterror.com)
+| See `LICENSE `__ for the full license.
+
+Copyright (c) 2000 BeOpen.com. All Rights Reserved.
+
+Copyright (c) 1995-2001 Corporation for National Research Initiatives.
+All Rights Reserved.
+
+Copyright (c) 1991-1995 Stichting Mathematisch Centrum, Amsterdam. All
+Rights Reserved.
+
+Have fun!
+
+.. |CI Build Status| image:: https://github.com/fonttools/fonttools/workflows/Test/badge.svg
+ :target: https://github.com/fonttools/fonttools/actions?query=workflow%3ATest
+.. |Coverage Status| image:: https://codecov.io/gh/fonttools/fonttools/branch/main/graph/badge.svg
+ :target: https://codecov.io/gh/fonttools/fonttools
+.. |PyPI| image:: https://img.shields.io/pypi/v/fonttools.svg
+ :target: https://pypi.org/project/FontTools
+.. |Gitter Chat| image:: https://badges.gitter.im/fonttools-dev/Lobby.svg
+ :alt: Join the chat at https://gitter.im/fonttools-dev/Lobby
+ :target: https://gitter.im/fonttools-dev/Lobby?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge
+
+Changelog
+~~~~~~~~~
+
+4.63.0 (released 2026-05-14)
+----------------------------
+
+- [ttLib] Add support for Apple Color Emoji ``bgcl`` table (#4065).
+- [ttLib] Add support for ``IFT`` and ``IFTX`` tables (Incremental Font Transfer,
+ PatchMapFormat2) (#4070, #4072).
+- [otData] Introduce ``FieldSpec`` dataclass for OpenType table schema definitions,
+ replacing raw tuples in ``otData.py`` (#4076).
+- [Feat] Show ``name`` table strings as comments next to label IDs in TTX output,
+ matching the convention used by ``fvar``, ``STAT``, ``trak`` (#4089).
+- [cu2qu] Fix Cython complex-division rounding difference in
+ ``split_cubic_into_three`` that could cause ±1 off-curve coordinate shifts
+ (#3928, #4083).
+- [designspaceLib] Fix ``map_backward`` for many-to-one (flat-segment) axis maps
+ that silently dropped entries via dict comprehension
+ (googlefonts/ufo2ft#978, #4085).
+- [OS/2] Fix ``setUnicodeRanges`` to accept reserved bits 123-127, restoring
+ round-trip with ``getUnicodeRanges`` and fixing ``recalcUnicodeRanges`` crash
+ in the subsetter (#4087, #4088).
+- [cython] Declare Cython extensions as free-threading compatible on Python 3.13+,
+ so that importing them on free-threaded Python no longer re-enables the GIL
+ (#4073, #4090).
+
+4.62.1 (released 2026-03-13)
+----------------------------
+
+- [feaLib] Extend contextual rule merging to all rule types: single subst, GSUB/GPOS
+ named lookups, ignore rules, and chained alternate subst (#4061).
+
+4.62.0 (released 2026-03-09)
+----------------------------
+
+- [diff] Add new ``fonttools diff`` command for comparing font files, imported from the
+ ``fdiff`` project and heavily reworked (#1190, #4007, #4009, #4011, #4013, #4019).
+- [feaLib] Fix ``VariableScalar`` interpolation bug with non-linear avar mappings. Also
+ decouple ``VariableScalar`` from compiled fonts, allowing it to work with designspace data
+ before compilation (#3938, #4054).
+- [feaLib] Fix ``VariableScalar`` axis ordering and iterative delta rounding to match fontc
+ behavior (#4053).
+- [feaLib] Merge chained multi subst rules with same context into a single subtable instead of
+ emitting one subtable per glyph (#4016, #4058).
+- [feaLib] Pass location to ``ConditionsetStatement`` to fix glyphsLib round-tripping
+ (fontra/fontra-glyphs#130, #4057).
+- [feaLib] Write ``0xFFFF`` instead of ``0`` for missing nameIDs in ``cv`` feature params
+ (#4010, #4012).
+- [cmap] Fix ``CmapSubtable.__lt__()`` ``TypeError`` on Python 3 when subtables share the
+ same encoding record, and add compile-time validation for unique encoding records (#4035,
+ #4055).
+- [svgLib] Skip non-element XML nodes (comments, processing instructions) when drawing SVG
+ paths (#4042, #4043).
+- [glifLib] Fix regression reading glyph outlines when ``glyphObject=None`` (#4030, #4031).
+- [pointPen] Fix ``SegmentToPointPen`` edge case: only remove a duplicate final point on
+ ``closePath()`` if it is an on-curve point (#4014, #4015).
+- [cffLib] **SECURITY** Replace ``eval()`` with ``safeEval()`` in ``parseBlendList()`` to
+ prevent arbitrary code execution from crafted TTX files (#4039, #4040).
+- [ttLib] Remove defunct Adobe SING Glyphlet tables (``META``, ``SING``, ``GMAP``, ``GPKG``)
+ (#4044).
+- [varLib.interpolatable] Various bugfixes: fix swapped nodeTypes assignment, duplicate
+ kink-detector condition, typos, CFF2 vsindex parsing, glyph existence check, and plot
+ helpers (#4046).
+- [varLib.models] Fix ``getSubModel`` not forwarding ``extrapolate``/``axisRanges``; check
+ location uniqueness after stripping zeros (#4047).
+- [varLib] Fix ``--variable-fonts`` filter in ``build_many``; remove dead code and fix
+ comments (#4048).
+- [avar] Preserve existing name table in build; keep ``unbuild`` return types consistent;
+ validate ``map`` CLI coordinates (#4051).
+- [cu2qu/qu2cu] Add input validation: reject non-positive tolerances, validate curve inputs
+ and list lengths (#4052).
+- [colorLib] Raise a clear ``ColorLibError`` when base glyphs are missing from glyphMap,
+ instead of a confusing ``KeyError`` (#4041).
+- [glyf] Remove unnecessary ``fvar`` table dependency (#4017).
+- [fvar/trak] Remove unnecessary ``name`` table dependency (#4018).
+- [ufoLib] Relax guideline validation to follow the updated spec (#3537, #3553).
+- [ttFont] Fix ``saveXML`` regression with empty table lists, clarify docstring (#4025, #4026,
+ #4056).
+- [setup.py] Link ``libm`` for Cython extensions using math functions (#4028, #4029).
+- Add typing annotations for ``DSIG``, ``DefaultTable``, ``ttProgram`` (#4033).
+
+4.61.1 (released 2025-12-12)
+----------------------------
+
+- [otlLib] buildCoverage: return empty Coverage instead of None (#4003, #4004).
+- [instancer] bug fix in ``avar2`` full instancing (#4002).
+- [designspaceLib] Preserve empty conditionsets when serializing to XML (#4001).
+- [fontBu ilder] Fix FontBuilder ``setupOS2()`` default params globally polluted (#3996, #3997).
+- [ttFont] Add more typing annotations to ttFont, xmlWriter, sfnt, varLib.models and others (#3952, #3826).
+- Explicitly test and declare support for Python 3.14, even though we were already shipping pre-built wheels for it (#3990).
+
+4.60.2 (released 2025-12-09)
+----------------------------
+
+- **Backport release** Same as 4.61.0 but without "Drop support for EOL Python 3.9" change to allow
+ downstream projects still on Python 3.9 to avail of the security fix for CVE-2025-66034 (#3994, #3999).
+
+4.61.0 (released 2025-11-28)
+----------------------------
+
+- [varLib.main]: **SECURITY** Only use basename(vf.filename) to prevent path traversal attacks when
+ running ``fonttools varLib`` command, or code which invokes ``fonttools.varLib.main()``.
+ Fixes CVE-2025-66034, see:
+ https://github.com/fonttools/fonttools/security/advisories/GHSA-768j-98cg-p3fv.
+- [feaLib] Sort BaseLangSysRecords by tag (#3986).
+- Drop support for EOL Python 3.9 (#3982).
+- [instancer] Support --remove-overlaps for fonts with CFF2 table (#3975).
+- [CFF2ToCFF] Add --remove-overlaps option (#3976).
+- [feaLib] Raise an error for rsub with NULL target (#3979).
+- [bezierTools] Fix logic bug in curveCurveIntersections (#3963).
+- [feaLib] Error when condition sets have the same name (#3958).
+- [cu2qu.ufo] skip processing empty glyphs to support sparse kerning masters (#3956).
+- [unicodedata] Update to Unicode 17. Require ``unicodedata2 >= 17.0.0`` when installed with 'unicode' extra.
+
+4.60.1 (released 2025-09-29)
+----------------------------
+
+- [ufoLib] Reverted accidental method name change in ``UFOReader.getKerningGroupConversionRenameMaps``
+ that broke compatibility with downstream projects like defcon (#3948, #3947, robotools/defcon#478).
+- [ufoLib] Added test coverage for ``getKerningGroupConversionRenameMaps`` method (#3950).
+- [subset] Don't try to subset BASE table; pass it through by default instead (#3949).
+- [subset] Remove empty BaseRecord entries in MarkBasePos lookups (#3897, #3892).
+- [subset] Add pruning for MarkLigPos and MarkMarkPos lookups (#3946).
+- [subset] Remove duplicate features when subsetting (#3945).
+- [Docs] Added documentation for the visitor module (#3944).
+
+4.60.0 (released 2025-09-17)
+----------------------------
+
+- [pointPen] Allow ``reverseFlipped`` parameter of ``DecomposingPointPen`` to take a ``ReverseFlipped``
+ enum value to control whether/how to reverse contour direction of flipped components, in addition to
+ the existing True/False. This allows to set ``ReverseFlipped.ON_CURVE_FIRST`` to ensure that
+ the decomposed outline starts with an on-curve point before being reversed, for better consistency
+ with other segment-oriented contour transformations. The change is backward compatible, and the
+ default behavior hasn't changed (#3934).
+- [filterPen] Added ``ContourFilterPointPen``, base pen for buffered contour operations, and
+ ``OnCurveStartPointPen`` filter to ensure contours start with an on-curve point (#3934).
+- [cu2qu] Fixed difference in cython vs pure-python complex division by real number (#3930).
+- [varLib.avar] Refactored and added some new sub-modules and scripts (#3926).
+ * ``varLib.avar.build`` module to build avar (and a missing fvar) binaries into a possibly empty TTFont,
+ * ``varLib.avar.unbuild`` module to print a .designspace snippet that would generate the same avar binary,
+ * ``varLib.avar.map`` module to take TTFont and do the mapping, in user/normalized space,
+ * ``varLib.avar.plan`` module moved from ``varLib.avarPlanner``.
+ The bare ``fonttools varLib.avar`` script is deprecated, in favour of ``fonttools varLib.avar.build`` (or ``unbuild``).
+- [interpolatable] Clarify ``linear_sum_assignment`` backend options and minimal dependency
+ usage (#3927).
+- [post] Speed up ``build_psNameMapping`` (#3923).
+- [ufoLib] Added typing annotations to fontTools.ufoLib (#3875).
+
+4.59.2 (released 2025-08-27)
+----------------------------
+
+- [varLib] Clear ``USE_MY_METRICS`` component flags when inconsistent across masters (#3912).
+- [varLib.instancer] Avoid negative advance width/height values when instatiating HVAR/VVAR,
+ (unlikely in well-behaved fonts) (#3918).
+- [subset] Fix shaping behaviour when pruning empty mark sets (#3915, harfbuzz/harfbuzz#5499).
+- [cu2qu] Fixed ``dot()`` product of perpendicular vectors not always returning exactly 0.0
+ in all Python implementations (#3911)
+- [varLib.instancer] Implemented fully-instantiating ``avar2`` fonts (#3909).
+- [feaLib] Allow float values in ``VariableScalar``'s axis locations (#3906, #3907).
+- [cu2qu] Handle special case in ``calc_intersect`` for degenerate cubic curves where 3 to 4
+ control points are equal (#3904).
+
+4.59.1 (released 2025-08-14)
+----------------------------
+
+- [featureVars] Update OS/2.usMaxContext if possible after addFeatureVariationsRaw (#3894).
+- [vhmtx] raise TTLibError('not enough data...') when hmtx/vmtx are truncated (#3843, #3901).
+- [feaLib] Combine duplicate features that have the same set of lookups regardless of the order in which those lookups are added to the feature (#3895).
+- [varLib] Deprecate ``varLib.mutator`` in favor of ``varLib.instancer``. The latter
+ provides equivalent full (static font) instancing in addition to partial VF instancing.
+ CLI users should replace ``fonttools varLib.mutator`` with ``fonttools varLib.instancer``.
+ API users should migrate to ``fontTools.varLib.instancer.instantiateVariableFont`` (#2680).
+
+
+4.59.0 (released 2025-07-16)
+----------------------------
+
+- Removed hard-dependency on pyfilesystem2 (``fs`` package) from ``fonttools[ufo]`` extra.
+ This is replaced by the `fontTools.misc.filesystem` package, a stdlib-only, drop-in
+ replacement for the subset of the pyfilesystem2's API used by ``fontTools.ufoLib``.
+ The latter should continue to work with the upstream ``fs`` (we even test with/without).
+ Clients who wish to continue using ``fs`` can do so by depending on it directly instead
+ of via the ``fonttools[ufo]`` extra (#3885, #3620).
+- [xmlWriter] Replace illegal XML characters (e.g. control or non-characters) with "?"
+ when dumping to ttx (#3868, #71).
+- [varLib.hvar] Fixed vertical metrics fields copy/pasta error (#3884).
+- Micro optimizations in ttLib and sstruct modules (#3878, #3879).
+- [unicodedata] Add Garay script to RTL_SCRIPTS (#3882).
+- [roundingPen] Remove unreliable kwarg usage. Argument names aren’t consistent among
+ point pens’ ``.addComponent()`` implementations, in particular ``baseGlyphName``
+ vs ``glyphName`` (#3880).
+
+4.58.5 (released 2025-07-03)
+----------------------------
+
+- [feaLib] Don't try to combine ligature & multisub rules (#3874).
+- [feaLib/ast] Use weakref proxies to avoid cycles in visitor (#3873).
+- [varLib.instancer] Fixed instancing CFF2 fonts where VarData contains more than 64k items (#3858).
+
+4.58.4 (released 2025-06-13)
+----------------------------
+
+- [feaLib] Allow for empty MarkFilter & MarkAttach sets (#3856).
+
+4.58.3 (released 2025-06-13)
+----------------------------
+
+- [feaLib] Fixed iterable check for Python 3.13.4 and newer (#3854, #3855).
+
+4.58.2 (released 2025-06-06)
+----------------------------
+
+- [ttLib.reorderGlyphs] Handle CFF2 when reordering glyphs (#3852)
+- [subset] Copy name IDs in use before scrapping or scrambling them for webfonts (#3853)
+
+4.58.1 (released 2025-05-28)
+----------------------------
+
+- [varLib] Make sure that fvar named instances only reuse name ID 2 or 17 if they are at the default location across all axes, to match OT spec requirement (#3831).
+- [feaLib] Improve single substitution promotion to multiple/ligature substitutions, fixing a few bugs as well (#3849).
+- [loggingTools] Make ``Timer._time`` a static method that doesn't take self, makes it easier to override (#3836).
+- [featureVars] Use ``None`` for empty ConditionSet, which translates to a null offset in the compiled table (#3850).
+- [feaLib] Raise an error on conflicting ligature substitution rules instead of silently taking the last one (#3835).
+- Add typing annotations to T2CharStringPen (#3837).
+- [feaLib] Add single substitutions that were promoted to multiple or ligature substitutions to ``aalt`` feature (#3847).
+- [featureVars] Create a default ``LangSys`` in a ``ScriptRecord`` if missing when adding feature variations to existing GSUB later in the build (#3838).
+- [symfont] Added a ``main()``.
+- [cffLib.specializer] Fix rmoveto merging when blends used (#3839, #3840).
+- [pyftmerge] Add support for cmap format 14 in the merge tool (#3830).
+- [varLib.instancer/cff2] Fix vsindex of Private dicts when instantiating (#3828, #3232).
+- Update text file read to use UTF-8 with optional BOM so it works with e.g. Windows Notepad.exe (#3824).
+- [varLib] Ensure that instances only reuse name ID 2 or 17 if they are at the default location across all axes (#3831).
+- [varLib] Create a dflt LangSys in a ScriptRecord when adding variations later, to fix an avoidable crash in an edge case (#3838).
+
+4.58.0 (released 2025-05-10)
+----------------------------
+
+- Drop Python 3.8, require 3.9+ (#3819)
+- [HVAR, VVAR] Prune unused regions when using a direct mapping (#3797)
+- [Docs] Improvements to ufoLib documentation (#3721)
+- [Docs] Improvements to varLib documentation (#3727)
+- [Docs] Improvements to Pens and pen-module documentation (#3724)
+- [Docs] Miscellany updates to docs (misc modules and smaller modules) (#3730)
+- [subset] Close codepoints over BiDi mirror variants. (#3801)
+- [feaLib] Fix serializing ChainContextPosStatement and
+ ChainContextSubstStatement in some rare cases (#3788)
+- [designspaceLib] Clarify user expectations for getStatNames (#2892)
+- [GVAR] Add support for new `GVAR` table (#3728)
+- [TSI0, TSI5] Derive number of entries to decompile from data length (#2477)
+- [ttLib] Fix `AttributeError` when reporting table overflow (#3808)
+- [ttLib] Apply rounding more often in getCoordinates (#3798)
+- [ttLib] Ignore component bounds if empty (#3799)
+- [ttLib] Change the separator for duplicate glyph names from "#" to "." (#3809)
+- [feaLib] Support subtable breaks in CursivePos, MarkBasePos, MarkToLigPos and
+ MarkToMarkPos lookups (#3800, #3807)
+- [feaLib] If the same lookup has single substitutions and ligature
+ substitutions, upgrade single substitutions to ligature substitutions with
+ one input glyph (#3805)
+- [feaLib] Correctly handle in single pos lookups (#3803)
+- [feaLib] Remove duplicates from class pair pos classes instead of raising an
+ error (#3804)
+- [feaLib] Support creating extension lookups using useExtenion lookup flag
+ instead of silently ignoring it (#3811)
+- [STAT] Add typing for the simpler STAT arguments (#3812)
+- [otlLib.builder] Add future import for annotations (#3814)
+- [cffLib] Fix reading supplement encoding (#3813)
+- [voltLib] Add some missing functionality and fixes to voltLib and VoltToFea,
+ making the conversion to feature files more robust. Add also `fonttools
+ voltLib` command line tool to compile VOLT sources directly (doing an
+ intermediate fea conversion internally) (#3818)
+- [pens] Add some PointPen annotations (#3820)
+
+4.57.0 (released 2025-04-03)
+----------------------------
+
+- [ttLib.__main__] Add `--no-recalc-timestamp` flag (#3771)
+- [ttLib.__main__] Add `-b` (recalcBBoxes=False) flag (#3772)
+- [cmap] Speed up glyphOrder loading from cmap (#3774)
+- [ttLib.__main__] Improvements around the `-t` flag (#3776)
+- [Debg] Fix parsing from XML; add roundtrip tests (#3781)
+- [fealib] Support \*Base.MinMax tables (#3783, #3786)
+- [config] Add OPTIMIZE_FONT_SPEED (#3784)
+- [varLib.hvar] New module to add HVAR table to the font (#3780)
+- [otlLib.optimize] Fix crash when the provided TTF does not contain a `GPOS` (#3794)
+
+4.56.0 (released 2025-02-07)
+----------------------------
+
+- [varStore] Sort the input todo list with the same sorting key used for the opimizer's output (#3767).
+- [otData] Fix DeviceTable's ``DeltaValue`` repeat value which caused a crash after importing from XML and then compiling a GPOS containing Device tables (#3758).
+- [feaLib] Make ``FeatureLibError`` pickleable, so client can e.g. use feaLib to can compile features in parallel with multiprocessing (#3762).
+- [varLib/gvar] Removed workaround for old, long-fixed macOS bug about composite glyphs with all zero deltas (#1381, #1788).
+- [Docs] Updated ttLib documentation, beefed up TTFont and TTGlyphSet explanations (#3720).
+
+4.55.8 (released 2025-01-29)
+----------------------------
+
+- [MetaTools] Fixed bug in buildUCD.py script whereby the first non-header line of some UCD text file was being skipped. This affected in particular the U+00B7 (MIDDLE DOT) entry of ScriptExtensions.txt (#3756).
+
+4.55.7 (released 2025-01-28)
+----------------------------
+
+- Shorten the changelog included in PyPI package description to accommodate maximum length limit imposed by Azure DevOps. No actual code changes since v4.55.6 (#3754).
+
+4.55.6 (released 2025-01-24)
+----------------------------
+
+- [glyf] Fixed regression introduced in 4.55.5 when computing bounds of nested composite glyphs with transformed components (#3752).
+
+4.55.5 (released 2025-01-23)
+----------------------------
+
+- [glyf] Fixed recalcBounds of transformed components with unrounded coordinates (#3750).
+- [feaLib] Allow duplicate script/language statements (#3749).
+
+4.55.4 (released 2025-01-21)
+----------------------------
+
+- [bezierTools] Fixed ``splitCubicAtT`` sometimes not returning identical start/end points as result of numerical precision (#3742, #3743).
+- [feaLib/ast] Fixed docstring of ``AlternateSubstStatement`` (#3735).
+- [transform] Typing fixes (#3734).
+
+4.55.3 (released 2024-12-10)
+----------------------------
+
+- [Docs] fill out ttLib table section [#3716]
+- [feaLib] More efficient inline format 4 lookups [#3726]
+
+4.55.2 (released 2024-12-05)
+----------------------------
+
+- [Docs] update Sphinx config (#3712)
+- [designspaceLib] Allow axisOrdering to be set to zero (#3715)
+- [feaLib] Don’t modify variable anchors in place (#3717)
+
+4.55.1 (released 2024-12-02)
+----------------------------
+
+- [ttGlyphSet] Support VARC CFF2 fonts (#3683)
+- [DecomposedTransform] Document and implement always skewY == 0 (#3697)
+- [varLib] "Fix" cython iup issue? (#3704)
+- Cython minor refactor (#3705)
+
+
+4.55.0 (released 2024-11-14)
+----------------------------
+
+- [cffLib.specializer] Adjust stack use calculation (#3689)
+- [varLib] Lets not add mac names if the rest of name doesn't have them (#3688)
+- [ttLib.reorderGlyphs] Update CFF table charstrings and charset (#3682)
+- [cffLib.specializer] Add cmdline to specialize a CFF2 font (#3675, #3679)
+- [CFF2] Lift uint16 VariationStore.length limitation (#3674)
+- [subset] consider variation selectors subsetting cmap14 (#3672)
+- [varLib.interpolatable] Support CFF2 fonts (#3670)
+- Set isfinal to true in XML parser for proper resource cleanup (#3669)
+- [removeOverlaps] Fix CFF CharString width (#3659)
+- [glyf] Add optimizeSize option (#3657)
+- Python 3.13 support (#3656)
+- [TupleVariation] Optimize for loading speed, not size (#3650, #3653)
+
+
+4.54.1 (released 2024-09-24)
+----------------------------
+
+- [unicodedata] Update to Unicode 16
+- [subset] Escape ``\\`` in doc string
+
+4.54.0 (released 2024-09-23)
+----------------------------
+
+- [Docs] Small docs cleanups by @n8willis (#3611)
+- [Docs] cleanup code blocks by @n8willis (#3627)
+- [Docs] fix Sphinx builds by @n8willis (#3625)
+- [merge] Minor fixes to documentation for merge by @drj11 (#3588)
+- [subset] Small tweaks to pyftsubset documentation by @RoelN (#3633)
+- [Tests] Do not require fonttools command to be available by @behdad (#3612)
+- [Tests] subset_test: add failing test to reproduce issue #3616 by @anthrotype (#3622)
+- [ttLib] NameRecordVisitor: include whole sequence of character variants' UI labels, not just the first by @anthrotype (#3617)
+- [varLib.avar] Reconstruct mappings from binary by @behdad (#3598)
+- [varLib.instancer] Fix visual artefacts with partial L2 instancing by @Hoolean (#3635)
+- [varLib.interpolatable] Support discrete axes in .designspace by @behdad (#3599)
+- [varLib.models] By default, assume OpenType-like normalized space by @behdad (#3601)
+
+4.53.1 (released 2024-07-05)
+----------------------------
+
+- [feaLib] Improve the sharing of inline chained lookups (#3559)
+- [otlLib] Correct the calculation of OS/2.usMaxContext with reversed chaining contextual single substitutions (#3569)
+- [misc.visitor] Visitors search the inheritance chain of objects they are visiting (#3581)
+
+4.53.0 (released 2024-05-31)
+----------------------------
+
+- [ttLib.removeOverlaps] Support CFF table to aid in downconverting CFF2 fonts (#3528)
+- [avar] Fix crash when accessing not-yet-existing attribute (#3550)
+- [docs] Add buildMathTable to otlLib.builder documentation (#3540)
+- [feaLib] Allow UTF-8 with BOM when reading features (#3495)
+- [SVGPathPen] Revert rounding coordinates to two decimal places by default (#3543)
+- [varLib.instancer] Refix output filename decision-making (#3545, #3544, #3548)
+
+4.52.4 (released 2024-05-27)
+----------------------------
+
+- [varLib.cff] Restore and deprecate convertCFFtoCFF2 that was removed in 4.52.0
+ release as it is used by downstream projects (#3535).
+
+4.52.3 (released 2024-05-27)
+----------------------------
+
+- Fixed a small syntax error in the reStructuredText-formatted NEWS.rst file
+ which caused the upload to PyPI to fail for 4.52.2. No other code changes.
+
+4.52.2 (released 2024-05-27)
+----------------------------
+
+- [varLib.interpolatable] Ensure that scipy/numpy output is JSON-serializable
+ (#3522, #3526).
+- [housekeeping] Regenerate table lists, to fix pyinstaller packaging of the new
+ ``VARC`` table (#3531, #3529).
+- [cffLib] Make CFFToCFF2 and CFF2ToCFF more robust (#3521, #3525).
+
+4.52.1 (released 2024-05-24)
+----------------------------
+
+- Fixed a small syntax error in the reStructuredText-formatted NEWS.rst file
+ which caused the upload to PyPI to fail for 4.52.0. No other code changes.
+
+4.52.0 (released 2024-05-24)
+----------------------------
+
+- Added support for the new ``VARC`` (Variable Composite) table that is being
+ proposed to OpenType spec (#3395). For more info:
+ https://github.com/harfbuzz/boring-expansion-spec/blob/main/VARC.md
+- [ttLib.__main__] Fixed decompiling all tables (90fed08).
+- [feaLib] Don't reference the same lookup index multiple times within the same
+ feature record, it is only applied once anyway (#3520).
+- [cffLib] Moved methods to desubroutinize, remove hints and unused subroutines
+ from subset module to cffLib (#3517).
+- [varLib.instancer] Added support for partial-instancing CFF2 tables! Also, added
+ method to down-convert from CFF2 to CFF 1.0, and CLI entry points to convert
+ CFF<->CFF2 (#3506).
+- [subset] Prune unused user name IDs even with --name-IDs='*' (#3410).
+- [ttx] use GNU-style getopt to intermix options and positional arguments (#3509).
+- [feaLib.variableScalar] Fixed ``value_at_location()`` method (#3491)
+- [psCharStrings] Shorten output of ``encodeFloat`` (#3492).
+- [bezierTools] Fix infinite-recursion in ``calcCubicArcLength`` (#3502).
+- [avar2] Implement ``avar2`` support in ``TTFont.getGlyphSet()`` (#3473).
+
+4.51.0 (released 2024-04-05)
+----------------------------
+
+- [ttLib] Optimization on loading aux fields (#3464).
+- [ttFont] Add reorderGlyphs (#3468).
+
+4.50.0 (released 2024-03-15)
+----------------------------
+
+- [pens] Added decomposing filter pens that draw components as regular contours (#3460).
+- [instancer] Drop explicit no-op axes from TupleVariations (#3457).
+- [cu2qu/ufo] Return set of modified glyph names from fonts_to_quadratic (#3456).
+
+4.49.0 (released 2024-02-15)
+----------------------------
+
+- [otlLib] Add API for building ``MATH`` table (#3446)
+
+4.48.1 (released 2024-02-06)
+----------------------------
+
+- Fixed uploading wheels to PyPI, no code changes since v4.48.0.
+
+4.48.0 (released 2024-02-06)
+----------------------------
+
+- [varLib] Do not log when there are no OTL tables to be merged.
+- [setup.py] Do not restrict lxml<5 any more, tests pass just fine with lxml>=5.
+- [feaLib] Remove glyph and class names length restrictions in FEA (#3424).
+- [roundingPens] Added ``transformRoundFunc`` parameter to the rounding pens to allow
+ for custom rounding of the components' transforms (#3426).
+- [feaLib] Keep declaration order of ligature components within a ligature set, instead
+ of sorting by glyph name (#3429).
+- [feaLib] Fixed ordering of alternates in ``aalt`` lookups, following the declaration
+ order of feature references within the ``aalt`` feature block (#3430).
+- [varLib.instancer] Fixed a bug in the instancer's IUP optimization (#3432).
+- [sbix] Support sbix glyphs with new graphicType "flip" (#3433).
+- [svgPathPen] Added ``--glyphs`` option to dump the SVG paths for the named glyphs
+ in the font (0572f78).
+- [designspaceLib] Added "description" attribute to ```` and ````
+ elements, and allow multiple ```` elements to group ```` elements
+ that are logically related (#3435, #3437).
+- [otlLib] Correctly choose the most compact GSUB contextual lookup format (#3439).
+
+4.47.2 (released 2024-01-11)
+----------------------------
+
+Minor release to fix uploading wheels to PyPI.
+
+4.47.1 (released 2024-01-11)
+----------------------------
+
+- [merge] Improve help message and add standard command line options (#3408)
+- [otlLib] Pass ``ttFont`` to ``name.addName`` in ``buildStatTable`` (#3406)
+- [featureVars] Re-use ``FeatureVariationRecord``'s when possible (#3413)
+
+4.47.0 (released 2023-12-18)
+----------------------------
+
+- [varLib.models] New API for VariationModel: ``getMasterScalars`` and
+ ``interpolateFromValuesAndScalars``.
+- [varLib.interpolatable] Various bugfixes and rendering improvements. In particular,
+ add a Summary page in the front, and an Index and Table-of-Contents in the back.
+ Change the page size to Letter.
+- [Docs/designspaceLib] Defined a new ``public.fontInfo`` lib key, not used anywhere yet (#3358).
+
+4.46.0 (released 2023-12-02)
+----------------------------
+
+- [featureVars] Allow to register the same set of substitution rules to multiple features.
+ The ``addFeatureVariations`` function can now take a list of featureTags; similarly, the
+ lib key 'com.github.fonttools.varLib.featureVarsFeatureTag' can now take a
+ comma-separateed string of feature tags (e.g. "salt,ss01") instead of a single tag (#3360).
+- [featureVars] Don't overwrite GSUB FeatureVariations, but append new records to it
+ for features which are not already there. But raise ``VarLibError`` if the feature tag
+ already has feature variations associated with it (#3363).
+- [varLib] Added ``addGSUBFeatureVariations`` function to add GSUB Feature Variations
+ to an existing variable font from rules defined in a DesignSpace document (#3362).
+- [varLib.interpolatable] Various bugfixes and rendering improvements. In particular,
+ a new test for "underweight" glyphs. The new test reports quite a few false-positives
+ though. Please send feedback.
+
+4.45.1 (released 2023-11-23)
+----------------------------
+
+- [varLib.interpolatable] Various bugfixes and improvements, better reporting, reduced
+ false positives.
+- [ttGlyphSet] Added option to not recalculate glyf bounds (#3348).
+
+4.45.0 (released 2023-11-20)
+----------------------------
+
+- [varLib.interpolatable] Vastly improved algorithms. Also available now is ``--pdf``
+ and ``--html`` options to generate a PDF or HTML report of the interpolation issues.
+ The PDF/HTML report showcases the problematic masters, the interpolated broken
+ glyph, as well as the proposed fixed version.
+
+4.44.3 (released 2023-11-15)
+----------------------------
+
+- [subset] Only prune codepage ranges for OS/2.version >= 1, ignore otherwise (#3334).
+- [instancer] Ensure hhea vertical metrics stay in sync with OS/2 ones after instancing
+ MVAR table containing 'hasc', 'hdsc' or 'hlgp' tags (#3297).
+
+4.44.2 (released 2023-11-14)
+----------------------------
+
+- [glyf] Have ``Glyph.recalcBounds`` skip empty components (base glyph with no contours)
+ when computing the bounding box of composite glyphs. This simply restores the existing
+ behavior before some changes were introduced in fonttools 4.44.0 (#3333).
+
+4.44.1 (released 2023-11-14)
+----------------------------
+
+- [feaLib] Ensure variable mark anchors are deep-copied while building since they
+ get modified in-place and later reused (#3330).
+- [OS/2|subset] Added method to ``recalcCodePageRanges`` to OS/2 table class; added
+ ``--prune-codepage-ranges`` to `fonttools subset` command (#3328, #2607).
+
+4.44.0 (released 2023-11-03)
+----------------------------
+
+- [instancer] Recalc OS/2 AvgCharWidth after instancing if default changes (#3317).
+- [otlLib] Make ClassDefBuilder class order match varLib.merger's, i.e. large
+ classes first, then glyph lexicographic order (#3321, #3324).
+- [instancer] Allow not specifying any of min:default:max values and let be filled
+ up with fvar's values (#3322, #3323).
+- [instancer] When running --update-name-table ignore axes that have no STAT axis
+ values (#3318, #3319).
+- [Debg] When dumping to ttx, write the embedded JSON as multi-line string with
+ indentation (92cbfee0d).
+- [varStore] Handle > 65535 items per encoding by splitting VarData subtable (#3310).
+- [subset] Handle null-offsets in MarkLigPos subtables.
+- [subset] Keep East Asian spacing fatures vhal, halt, chws, vchw by default (#3305).
+- [instancer.solver] Fixed case where axisDef < lower and upper < axisMax (#3304).
+- [glyf] Speed up compilation, mostly around ``recalcBounds`` (#3301).
+- [varLib.interpolatable] Speed it up when working on variable fonts, plus various
+ micro-optimizations (#3300).
+- Require unicodedata2 >= 15.1.0 when installed with 'unicode' extra, contains UCD 15.1.
+
+4.43.1 (released 2023-10-06)
+----------------------------
+
+- [EBDT] Fixed TypeError exception in `_reverseBytes` method triggered when dumping
+ some bitmap fonts with `ttx -z bitwise` option (#3162).
+- [v/hhea] Fixed UnboundLocalError exception in ``recalc`` method when no vmtx or hmtx
+ tables are present (#3290).
+- [bezierTools] Fixed incorrectly typed cython local variable leading to TypeError when
+ calling ``calcQuadraticArcLength`` (#3288).
+- [feaLib/otlLib] Better error message when building Coverage table with missing glyph (#3286).
+
+4.43.0 (released 2023-09-29)
+----------------------------
+
+- [subset] Set up lxml ``XMLParser(resolve_entities=False)`` when parsing OT-SVG documents
+ to prevent XML External Entity (XXE) attacks (9f61271dc):
+ https://codeql.github.com/codeql-query-help/python/py-xxe/
+- [varLib.iup] Added workaround for a Cython bug in ``iup_delta_optimize`` that was
+ leading to IUP tolerance being incorrectly initialised, resulting in sub-optimal deltas
+ (60126435d, cython/cython#5732).
+- [varLib] Added new command-line entry point ``fonttools varLib.avar`` to add an
+ ``avar`` table to an existing VF from axes mappings in a .designspace file (0a3360e52).
+- [instancer] Fixed bug whereby no longer used variation regions were not correctly pruned
+ after VarData optimization (#3268).
+- Added support for Python 3.12 (#3283).
+
+4.42.1 (released 2023-08-20)
+----------------------------
+
+- [t1Lib] Fixed several Type 1 issues (#3238, #3240).
+- [otBase/packer] Allow sharing tables reached by different offset sizes (#3241, #3236).
+- [varLib/merger] Fix Cursive attachment merging error when all anchors are NULL (#3248, #3247).
+- [ttLib] Fixed warning when calling ``addMultilingualName`` and ``ttFont`` parameter was not
+ passed on to ``findMultilingualName`` (#3253).
+
+4.42.0 (released 2023-08-02)
+----------------------------
+
+- [varLib] Use sentinel value 0xFFFF to mark a glyph advance in hmtx/vmtx as non
+ participating, allowing sparse masters to contain glyphs for variation purposes other
+ than {H,V}VAR (#3235).
+- [varLib/cff] Treat empty glyphs in non-default masters as missing, thus not participating
+ in CFF2 delta computation, similarly to how varLib already treats them for gvar (#3234).
+- Added varLib.avarPlanner script to deduce 'correct' avar v1 axis mappings based on
+ glyph average weights (#3223).
+
+4.41.1 (released 2023-07-21)
+----------------------------
+
+- [subset] Fixed perf regression in v4.41.0 by making ``NameRecordVisitor`` only visit
+ tables that do contain nameID references (#3213, #3214).
+- [varLib.instancer] Support instancing fonts containing null ConditionSet offsets in
+ FeatureVariationRecords (#3211, #3212).
+- [statisticsPen] Report font glyph-average weight/width and font-wide slant.
+- [fontBuilder] Fixed head.created date incorrectly set to 0 instead of the current
+ timestamp, regression introduced in v4.40.0 (#3210).
+- [varLib.merger] Support sparse ``CursivePos`` masters (#3209).
+
+4.41.0 (released 2023-07-12)
+----------------------------
+
+- [fontBuilder] Fixed bug in setupOS2 with default panose attribute incorrectly being
+ set to a dict instead of a Panose object (#3201).
+- [name] Added method to ``removeUnusedNameRecords`` in the user range (#3185).
+- [varLib.instancer] Fixed issue with L4 instancing (moving default) (#3179).
+- [cffLib] Use latin1 so we can roundtrip non-ASCII in {Full,Font,Family}Name (#3202).
+- [designspaceLib] Mark as optional in docs (as it is in the code).
+- [glyf-1] Fixed drawPoints() bug whereby last cubic segment becomes quadratic (#3189, #3190).
+- [fontBuilder] Propagate the 'hidden' flag to the fvar Axis instance (#3184).
+- [fontBuilder] Update setupAvar() to also support avar 2, fixing ``_add_avar()`` call
+ site (#3183).
+- Added new ``voltLib.voltToFea`` submodule (originally Tiro Typeworks' "Volto") for
+ converting VOLT OpenType Layout sources to FEA format (#3164).
+
+4.40.0 (released 2023-06-12)
+----------------------------
+
+- Published native binary wheels to PyPI for all the python minor versions and platform
+ and architectures currently supported that would benefit from this. They will include
+ precompiled Cython-accelerated modules (e.g. cu2qu) without requiring to compile them
+ from source. The pure-python wheel and source distribution will continue to be
+ published as always (pip will automatically chose them when no binary wheel is
+ available for the given platform, e.g. pypy). Use ``pip install --no-binary=fonttools fonttools``
+ to expliclity request pip to install from the pure-python source.
+- [designspaceLib|varLib] Add initial support for specifying axis mappings and build
+ ``avar2`` table from those (#3123).
+- [feaLib] Support variable ligature caret position (#3130).
+- [varLib|glyf] Added option to --drop-implied-oncurves; test for impliable oncurve
+ points either before or after rounding (#3146, #3147, #3155, #3156).
+- [TTGlyphPointPen] Don't error with empty contours, simply ignore them (#3145).
+- [sfnt] Fixed str vs bytes remnant of py3 transition in code dealing with de/compiling
+ WOFF metadata (#3129).
+- [instancer-solver] Fixed bug when moving default instance with sparse masters (#3139, #3140).
+- [feaLib] Simplify variable scalars that don’t vary (#3132).
+- [pens] Added filter pen that explicitly emits closing line when lastPt != movePt (#3100).
+- [varStore] Improve optimize algorithm and better document the algorithm (#3124, #3127).
+ Added ``quantization`` option (#3126).
+- Added CI workflow config file for building native binary wheels (#3121).
+- [fontBuilder] Added glyphDataFormat=0 option; raise error when glyphs contain cubic
+ outlines but glyphDataFormat was not explicitly set to 1 (#3113, #3119).
+- [subset] Prune emptied GDEF.MarkGlyphSetsDef and remap indices; ensure GDEF is
+ subsetted before GSUB and GPOS (#3114, #3118).
+- [xmlReader] Fixed issue whereby DSIG table data was incorrectly parsed (#3115, #2614).
+- [varLib/merger] Fixed merging of SinglePos with pos=0 (#3111, #3112).
+- [feaLib] Demote "Feature has not been defined" error to a warning when building aalt
+ and referenced feature is empty (#3110).
+- [feaLib] Dedupe multiple substitutions with classes (#3105).
+
+4.39.4 (released 2023-05-10)
+----------------------------
+
+- [varLib.interpolatable] Allow for sparse masters (#3075)
+- [merge] Handle differing default/nominalWidthX in CFF (#3070)
+- [ttLib] Add missing main.py file to ttLib package (#3088)
+- [ttx] Fix missing composite instructions in XML (#3092)
+- [ttx] Fix split tables option to work on filenames containing '%' (#3096)
+- [featureVars] Process lookups for features other than rvrn last (#3099)
+- [feaLib] support multiple substitution with classes (#3103)
+
+4.39.3 (released 2023-03-28)
+----------------------------
+
+- [sbix] Fixed TypeError when compiling empty glyphs whose imageData is None, regression
+ was introduced in v4.39 (#3059).
+- [ttFont] Fixed AttributeError on python <= 3.10 when opening a TTFont from a tempfile
+ SpooledTemporaryFile, seekable method only added on python 3.11 (#3052).
+
+4.39.2 (released 2023-03-16)
+----------------------------
+
+- [varLib] Fixed regression introduced in 4.39.1 whereby an incomplete 'STAT' table
+ would be built even though a DesignSpace v5 did contain 'STAT' definitions (#3045, #3046).
+
+4.39.1 (released 2023-03-16)
+----------------------------
+
+- [avar2] Added experimental support for reading/writing avar version 2 as specified in
+ this draft proposal: https://github.com/harfbuzz/boring-expansion-spec/blob/main/avar2.md
+- [glifLib] Wrap underlying XML library exceptions with GlifLibError when parsing GLIFs,
+ and also print the name and path of the glyph that fails to be parsed (#3042).
+- [feaLib] Consult avar for normalizing user-space values in ConditionSets and in
+ VariableScalars (#3042, #3043).
+- [ttProgram] Handle string input to Program.fromAssembly() (#3038).
+- [otlLib] Added a config option to emit GPOS 7 lookups, currently disabled by default
+ because of a macOS bug (#3034).
+- [COLRv1] Added method to automatically compute ClipBoxes (#3027).
+- [ttFont] Fixed getGlyphID to raise KeyError on missing glyphs instead of returning
+ None. The regression was introduced in v4.27.0 (#3032).
+- [sbix] Fixed UnboundLocalError: cannot access local variable 'rawdata' (#3031).
+- [varLib] When building VF, do not overwrite a pre-existing ``STAT`` table that was built
+ with feaLib from FEA feature file. Also, added support for building multiple VFs
+ defined in Designspace v5 from ``fonttools varLib`` script (#3024).
+- [mtiLib] Only add ``Debg`` table with lookup names when ``FONTTOOLS_LOOKUP_DEBUGGING``
+ env variable is set (#3023).
+
+4.39.0 (released 2023-03-06)
+----------------------------
+
+- [mtiLib] Optionally add `Debg` debug info for MTI feature builds (#3018).
+- [ttx] Support reading input file from standard input using special `-` character,
+ similar to existing `-o -` option to write output to standard output (#3020).
+- [cython] Prevent ``cython.compiled`` raise AttributeError if cython not installed
+ properly (#3017).
+- [OS/2] Guard against ZeroDivisionError when calculating xAvgCharWidth in the unlikely
+ scenario no glyph has non-zero advance (#3015).
+- [subset] Recompute xAvgCharWidth independently of --no-prune-unicode-ranges,
+ previously the two options were involuntarily bundled together (#3012).
+- [fontBuilder] Add ``debug`` parameter to addOpenTypeFeatures method to add source
+ debugging information to the font in the ``Debg`` private table (#3008).
+- [name] Make NameRecord `__lt__` comparison not fail on Unicode encoding errors (#3006).
+- [featureVars] Fixed bug in ``overlayBox`` (#3003, #3005).
+- [glyf] Added experimental support for cubic bezier curves in TrueType glyf table, as
+ outlined in glyf v1 proposal (#2988):
+ https://github.com/harfbuzz/boring-expansion-spec/blob/main/glyf1-cubicOutlines.md
+- Added new qu2cu module and related qu2cuPen, the reverse of cu2qu for converting
+ TrueType quadratic splines to cubic bezier curves (#2993).
+- [glyf] Added experimental support for reading and writing Variable Composites/Components
+ as defined in glyf v1 spec proposal (#2958):
+ https://github.com/harfbuzz/boring-expansion-spec/blob/main/glyf1-varComposites.md.
+- [pens]: Added `addVarComponent` method to pen protocols' base classes, which pens can implement
+ to handle varcomponents (by default they get decomposed) (#2958).
+- [misc.transform] Added DecomposedTransform class which implements an affine transformation
+ with separate translate, rotation, scale, skew, and transformation-center components (#2598)
+- [sbix] Ensure Glyph.referenceGlyphName is set; fixes error after dumping and
+ re-compiling sbix table with 'dupe' glyphs (#2984).
+- [feaLib] Be cleverer when merging chained single substitutions into same lookup
+ when they are specified using the inline notation (#2150, #2974).
+- [instancer] Clamp user-inputted axis ranges to those of fvar (#2959).
+- [otBase/subset] Define ``__getstate__`` for BaseTable so that a copied/pickled 'lazy'
+ object gets its own OTTableReader to read from; incidentally fixes a bug while
+ subsetting COLRv1 table containing ClipBoxes on python 3.11 (#2965, #2968).
+- [sbix] Handle glyphs with "dupe" graphic type on compile correctly (#2963).
+- [glyf] ``endPointsOfContours`` field should be unsigned! Kudos to behdad for
+ spotting one of the oldest bugs in FT. Probably nobody has ever dared to make
+ glyphs with more than 32767 points... (#2957).
+- [feaLib] Fixed handling of ``ignore`` statements with unmarked glyphs to match
+ makeotf behavior, which assumes the first glyph is marked (#2950).
+- Reformatted code with ``black`` and enforce new code style via CI check (#2925).
+- [feaLib] Sort name table entries following OT spec prescribed order in the builder (#2927).
+- [cu2quPen] Add Cu2QuMultiPen that converts multiple outlines at a time in
+ interpolation compatible way; its methods take a list of tuples arguments
+ that would normally be passed to individual segment pens, and at the end it
+ dispatches the converted outlines to each pen (#2912).
+- [reverseContourPen/ttGlyphPen] Add outputImpliedClosingLine option (#2913, #2914,
+ #2921, #2922, #2995).
+- [gvar] Avoid expanding all glyphs unnecessarily upon compile (#2918).
+- [scaleUpem] Fixed bug whereby CFF2 vsindex was scaled; it should not (#2893, #2894).
+- [designspaceLib] Add DS.getAxisByTag and refactor getAxis (#2891).
+- [unicodedata] map Zmth<->math in ot_tag_{to,from}_script (#1737, #2889).
+- [woff2] Support encoding/decoding OVERLAP_SIMPLE glyf flags (#2576, #2884).
+- [instancer] Update OS/2 class and post.italicAngle when default moved (L4)
+- Dropped support for Python 3.7 which reached EOL, fontTools requires 3.8+.
+- [instancer] Fixed instantiateFeatureVariations logic when a rule range becomes
+ default-applicable (#2737, #2880).
+- [ttLib] Add main to ttFont and ttCollection that just decompile and re-compile the
+ input font (#2869).
+- [featureVars] Insert 'rvrn' lookup at the beginning of LookupList, to work around bug
+ in Apple implementation of 'rvrn' feature which the spec says it should be processed
+ early whereas on macOS 10.15 it follows lookup order (#2140, #2867).
+- [instancer/mutator] Remove 'DSIG' table if present.
+- [svgPathPen] Don't close path in endPath(), assume open unless closePath() (#2089, #2865).
+
+4.38.0 (released 2022-10-21)
+----------------------------
+
+- [varLib.instancer] Added support for L4 instancing, i.e. moving the default value of
+ an axis while keeping it variable. Thanks Behdad! (#2728, #2861).
+ It's now also possible to restrict an axis min/max values beyond the current default
+ value, e.g. a font wght has min=100, def=400, max=900 and you want a partial VF that
+ only varies between 500 and 700, you can now do that.
+ You can either specify two min/max values (wght=500:700), and the new default will be
+ set to either the minimum or maximum, depending on which one is closer to the current
+ default (e.g. 500 in this case). Or you can specify three values (e.g. wght=500:600:700)
+ to specify the new default value explicitly.
+- [otlLib/featureVars] Set a few Count values so one doesn't need to compile the font
+ to update them (#2860).
+- [varLib.models] Make extrapolation work for 2-master models as well where one master
+ is at the default location (#2843, #2846).
+ Add optional extrapolate=False to normalizeLocation() (#2847, #2849).
+- [varLib.cff] Fixed sub-optimal packing of CFF2 deltas by no longer rounding them to
+ integer (#2838).
+- [scaleUpem] Calculate numShorts in VarData after scale; handle CFF hintmasks (#2840).
+
+4.37.4 (released 2022-09-30)
+----------------------------
+
+- [subset] Keep nameIDs used by CPAL palette entry labels (#2837).
+- [varLib] Avoid negative hmtx values when creating font from variable CFF2 font (#2827).
+- [instancer] Don't prune stat.ElidedFallbackNameID (#2828).
+- [unicodedata] Update Scripts/Blocks to Unicode 15.0 (#2833).
+
+4.37.3 (released 2022-09-20)
+----------------------------
+
+- Fix arguments in calls to (glyf) glyph.draw() and drawPoints(), whereby offset wasn't
+ correctly passed down; this fix also exposed a second bug, where lsb and tsb were not
+ set (#2824, #2825, adobe-type-tools/afdko#1560).
+
+4.37.2 (released 2022-09-15)
+----------------------------
+
+- [subset] Keep CPAL table and don't attempt to prune unused color indices if OT-SVG
+ table is present even if COLR table was subsetted away; OT-SVG may be referencing the
+ CPAL table; for now we assume that's the case (#2814, #2815).
+- [varLib.instancer] Downgrade GPOS/GSUB version if there are no more FeatureVariations
+ after instancing (#2812).
+- [subset] Added ``--no-lazy`` to optionally load fonts eagerly (mostly to ease
+ debugging of table lazy loading, no practical effects) (#2807).
+- [varLib] Avoid building empty COLR.DeltaSetIndexMap with only identity mappings (#2803).
+- [feaLib] Allow multiple value record types (by promoting to the most general format)
+ within the same PairPos subtable; e.g. this allows variable and non variable kerning
+ rules to share the same subtable. This also fixes a bug whereby some kerning pairs
+ would become unreachable while shapiong because of premature subtable splitting (#2772, #2776).
+- [feaLib] Speed up ``VarScalar`` by caching models for recurring master locations (#2798).
+- [feaLib] Optionally cythonize ``feaLib.lexer``, speeds up parsing FEA a bit (#2799).
+- [designspaceLib] Avoid crash when handling unbounded rule conditions (#2797).
+- [post] Don't crash if ``post`` legacy format 1 is malformed/improperly used (#2786)
+- [gvar] Don't be "lazy" (load all glyph variations up front) when TTFont.lazy=False (#2771).
+- [TTFont] Added ``normalizeLocation`` method to normalize a location dict from the
+ font's defined axes space (also known as "user space") into the normalized (-1..+1)
+ space. It applies ``avar`` mapping if the font contains an ``avar`` table (#2789).
+- [TTVarGlyphSet] Support drawing glyph instances from CFF2 variable glyph set (#2784).
+- [fontBuilder] Do not error when building cmap if there are zero code points (#2785).
+- [varLib.plot] Added ability to plot a variation model and set of accompaning master
+ values corresponding to the model's master locations into a pyplot figure (#2767).
+- [Snippets] Added ``statShape.py`` script to draw statistical shape of a glyph as an
+ ellips (requires pycairo) (baecd88).
+- [TTVarGlyphSet] implement drawPoints natively, avoiding going through
+ SegmentToPointPen (#2778).
+- [TTVarGlyphSet] Fixed bug whereby drawing a composite glyph multiple times, its
+ components would shif; needed an extra copy (#2774).
+
+4.37.1 (released 2022-08-24)
+----------------------------
+
+- [subset] Fixed regression introduced with v4.37.0 while subsetting the VarStore of
+ ``HVAR`` and ``VVAR`` tables, whereby an ``AttributeError: subset_varidxes`` was
+ thrown because an apparently unused import statement (with the side-effect of
+ dynamically binding that ``subset_varidxes`` method to the VarStore class) had been
+ accidentally deleted in an unrelated PR (#2679, #2773).
+- [pens] Added ``cairoPen`` (#2678).
+- [gvar] Read ``gvar`` more lazily by not parsing all of the ``glyf`` table (#2771).
+- [ttGlyphSet] Make ``drawPoints(pointPen)`` method work for CFF fonts as well via
+ adapter pen (#2770).
+
+4.37.0 (released 2022-08-23)
+----------------------------
+
+- [varLib.models] Reverted PR #2717 which added support for "narrow tents" in v4.36.0,
+ as it introduced a regression (#2764, #2765). It will be restored in upcoming release
+ once we found a solution to the bug.
+- [cff.specializer] Fixed issue in charstring generalizer with the ``blend`` operator
+ (#2750, #1975).
+- [varLib.models] Added support for extrapolation (#2757).
+- [ttGlyphSet] Ensure the newly added ``_TTVarGlyphSet`` inherits from ``_TTGlyphSet``
+ to keep backward compatibility with existing API (#2762).
+- [kern] Allow compiling legacy kern tables with more than 64k entries (d21cfdede).
+- [visitor] Added new visitor API to traverse tree of objects and dispatch based
+ on the attribute type: cf. ``fontTools.misc.visitor`` and ``fontTools.ttLib.ttVisitor``. Added ``fontTools.ttLib.scaleUpem`` module that uses the latter to
+ change a font's units-per-em and scale all the related fields accordingly (#2718,
+ #2755).
+
+4.36.0 (released 2022-08-17)
+----------------------------
+
+- [varLib.models] Use a simpler model that generates narrower "tents" (regions, master
+ supports) whenever possible: specifically when any two axes that actively "cooperate"
+ (have masters at non-zero positions for both axes) have a complete set of intermediates.
+ The simpler algorithm produces fewer overlapping regions and behaves better with
+ respect to rounding at the peak positions than the generic solver, always matching
+ intermediate masters exactly, instead of maximally 0.5 units off. This may be useful
+ when 100% metrics compatibility is desired (#2218, #2717).
+- [feaLib] Remove warning when about ``GDEF`` not being built when explicitly not
+ requested; don't build one unconditonally even when not requested (#2744, also works
+ around #2747).
+- [ttFont] ``TTFont.getGlyphSet`` method now supports selecting a location that
+ represents an instance of a variable font (supports both user-scale and normalized
+ axes coordinates via the ``normalized=False`` parameter). Currently this only works
+ for TrueType-flavored variable fonts (#2738).
+
+4.35.0 (released 2022-08-15)
+----------------------------
+
+- [otData/otConverters] Added support for 'biased' PaintSweepGradient start/end angles
+ to match latest COLRv1 spec (#2743).
+- [varLib.instancer] Fixed bug in ``_instantiateFeatureVariations`` when at the same
+ time pinning one axis and restricting the range of a subsequent axis; the wrong axis
+ tag was being used in the latter step (as the records' axisIdx was updated in the
+ preceding step but looked up using the old axes order in the following step) (#2733,
+ #2734).
+- [mtiLib] Pad script tags with space when less than 4 char long (#1727).
+- [merge] Use ``'.'`` instead of ``'#'`` in duplicate glyph names (#2742).
+- [gvar] Added support for lazily loading glyph variations (#2741).
+- [varLib] In ``build_many``, we forgot to pass on ``colr_layer_reuse`` parameter to
+ the ``build`` method (#2730).
+- [svgPathPen] Add a main that prints SVG for input text (6df779fd).
+- [cffLib.width] Fixed off-by-one in optimized values; previous code didn't match the
+ code block above it (2963fa50).
+- [varLib.interpolatable] Support reading .designspace and .glyphs files (via optional
+ ``glyphsLib``).
+- Compile some modules with Cython when available and building/installing fonttools
+ from source: ``varLib.iup`` (35% faster), ``pens.momentsPen`` (makes
+ ``varLib.interpolatable`` 3x faster).
+- [feaLib] Allow features to be built for VF without also building a GDEF table (e.g.
+ only build GSUB); warn when GDEF would be needed but isn't requested (#2705, 2694).
+- [otBase] Fixed ``AttributeError`` when uharfbuzz < 0.23.0 and 'repack' method is
+ missing (32aa8eaf). Use new ``uharfbuzz.repack_with_tag`` when available (since
+ uharfbuzz>=0.30.0), enables table-specific optimizations to be performed during
+ repacking (#2724).
+- [statisticsPen] By default report all glyphs (4139d891). Avoid division-by-zero
+ (52b28f90).
+- [feaLib] Added missing required argument to FeatureLibError exception (#2693)
+- [varLib.merge] Fixed error during error reporting (#2689). Fixed undefined
+ ``NotANone`` variable (#2714).
+
+4.34.4 (released 2022-07-07)
+----------------------------
+
+- Fixed typo in varLib/merger.py that causes NameError merging COLR glyphs
+ containing more than 255 layers (#2685).
+
+4.34.3 (released 2022-07-07)
+----------------------------
+
+- [designspaceLib] Don't make up bad PS names when no STAT data (#2684)
+
+4.34.2 (released 2022-07-06)
+----------------------------
+
+- [varStore/subset] fixed KeyError exception to do with NO_VARIATION_INDEX while
+ subsetting varidxes in GPOS/GDEF (a08140d).
+
+4.34.1 (released 2022-07-06)
+----------------------------
+
+- [instancer] When optimizing HVAR/VVAR VarStore, use_NO_VARIATION_INDEX=False to avoid
+ including NO_VARIATION_INDEX in AdvWidthMap, RsbMap, LsbMap mappings, which would
+ push the VarIdx width to maximum (4bytes), which is not desirable. This also fixes
+ a hard crash when attempting to subset a varfont after it had been partially instanced
+ with use_NO_VARIATION_INDEX=True.
+
+4.34.0 (released 2022-07-06)
+----------------------------
+
+- [instancer] Set RIBBI bits in head and OS/2 table when cutting instances and the
+ subfamily nameID=2 contains strings like 'Italic' or 'Bold' (#2673).
+- [otTraverse] Addded module containing methods for traversing trees of otData tables
+ (#2660).
+- [otTables] Made DeltaSetIndexMap TTX dump less verbose by omitting no-op entries
+ (#2660).
+- [colorLib.builder] Added option to disable PaintColrLayers's reuse of layers from
+ LayerList (#2660).
+- [varLib] Added support for merging multiple master COLRv1 tables into a variable
+ COLR table (#2660, #2328). Base color glyphs of same name in different masters must have
+ identical paint graph structure (incl. number of layers, palette indices, number
+ of color line stops, corresponding paint formats at each level of the graph),
+ but can differ in the variable fields (e.g. PaintSolid.Alpha). PaintVar* tables
+ are produced when this happens and a VarStore/DeltaSetIndexMap is added to the
+ variable COLR table. It is possible for non-default masters to be 'sparse', i.e.
+ omit some of the color glyphs present in the default master.
+- [feaLib] Let the Parser set nameIDs 1 through 6 that were previously reserved (#2675).
+- [varLib.varStore] Support NO_VARIATION_INDEX in optimizer and instancer.
+- [feaLib] Show all missing glyphs at once at end of parsing (#2665).
+- [varLib.iup] Rewrite force-set conditions and limit DP loopback length (#2651).
+ For Noto Sans, IUP time drops from 23s down to 9s, with only a slight size increase
+ in the final font. This basically turns the algorithm from O(n^3) into O(n).
+- [featureVars] Report about missing glyphs in substitution rules (#2654).
+- [mutator/instancer] Added CLI flag to --no-recalc-timestamp (#2649).
+- [SVG] Allow individual SVG documents in SVG OT table to be compressed on uncompressed,
+ and remember that when roundtripping to/from ttx. The SVG.docList is now a list
+ of SVGDocument namedtuple-like dataclass containing an extra ``compressed`` field,
+ and no longer a bare 3-tuple (#2645).
+- [designspaceLib] Check for descriptor types with hasattr() to allow custom classes
+ that don't inherit the default descriptors (#2634).
+- [subset] Enable sharing across subtables of extension lookups for harfbuzz packing
+ (#2626). Updated how table packing falls back to fontTools from harfbuzz (#2668).
+- [subset] Updated default feature tags following current Harfbuzz (#2637).
+- [svgLib] Fixed regex for real number to support e.g. 1e-4 in addition to 1.0e-4.
+ Support parsing negative rx, ry on arc commands (#2596, #2611).
+- [subset] Fixed subsetting SinglePosFormat2 when ValueFormat=0 (#2603).
+
+4.33.3 (released 2022-04-26)
+----------------------------
+
+- [designspaceLib] Fixed typo in ``deepcopyExceptFonts`` method, preventing font
+ references to be transferred (#2600). Fixed another typo in the name of ``Range``
+ dataclass's ``__post_init__`` magic method (#2597).
+
+4.33.2 (released 2022-04-22)
+----------------------------
+
+- [otBase] Make logging less verbose when harfbuzz fails to serialize. Do not exit
+ at the first failure but continue attempting to fix offset overflow error using
+ the pure-python serializer even when the ``USE_HARFBUZZ_REPACKER`` option was
+ explicitly set to ``True``. This is normal with fonts with relatively large
+ tables, at least until hb.repack implements proper table splitting.
+
+4.33.1 (released 2022-04-22)
+----------------------------
+
+- [otlLib] Put back the ``FONTTOOLS_GPOS_COMPACT_MODE`` environment variable to fix
+ regression in ufo2ft (and thus fontmake) introduced with v4.33.0 (#2592, #2593).
+ This is deprecated and will be removed one ufo2ft gets updated to use the new
+ config setup.
+
+4.33.0 (released 2022-04-21)
+----------------------------
+
+- [OS/2 / merge] Automatically recalculate ``OS/2.xAvgCharWidth`` after merging
+ fonts with ``fontTools.merge`` (#2591, #2538).
+- [misc/config] Added ``fontTools.misc.configTools`` module, a generic configuration
+ system (#2416, #2439).
+ Added ``fontTools.config`` module, a fontTools-specific configuration
+ system using ``configTools`` above.
+ Attached a ``Config`` object to ``TTFont``.
+- [otlLib] Replaced environment variable for GPOS compression level with an
+ equivalent option using the new config system.
+- [designspaceLib] Incremented format version to 5.0 (#2436).
+ Added discrete axes, variable fonts, STAT information, either design- or
+ user-space location on instances.
+ Added ``fontTools.designspaceLib.split`` module to split a designspace
+ into sub-spaces that interpolate and that represent the variable fonts
+ listed in the document.
+ Made instance names optional and allow computing them from STAT data instead.
+ Added ``fontTools.designspaceLib.statNames`` module.
+ Allow instances to have the same location as a previously defined STAT label.
+ Deprecated some attributes:
+ ``SourceDescriptor``: ``copyLib``, ``copyInfo``, ``copyGroups``, ``copyFeatures``.
+ ``InstanceDescriptor``: ``kerning``, ``info``; ``glyphs``: use rules or sparse
+ sources.
+ For both, ``location``: use the more explicit designLocation.
+ Note: all are soft deprecations and existing code should keep working.
+ Updated documentation for Python methods and the XML format.
+- [varLib] Added ``build_many`` to build several variable fonts from a single
+ designspace document (#2436).
+ Added ``fontTools.varLib.stat`` module to build STAT tables from a designspace
+ document.
+- [otBase] Try to use the Harfbuzz Repacker for packing GSUB/GPOS tables when
+ ``uharfbuzz`` python bindings are available (#2552). Disable it by setting the
+ "fontTools.ttLib.tables.otBase:USE_HARFBUZZ_REPACKER" config option to ``False``.
+ If the option is set explicitly to ``True`` but ``uharfbuzz`` can't be imported
+ or fails to serialize for any reasons, an error will be raised (ImportError or
+ uharfbuzz errors).
+- [CFF/T2] Ensure that ``pen.closePath()`` gets called for CFF2 charstrings (#2577).
+ Handle implicit CFF2 closePath within ``T2OutlineExtractor`` (#2580).
+
+4.32.0 (released 2022-04-08)
+----------------------------
+
+- [otlLib] Disable GPOS7 optimization to work around bug in Apple CoreText.
+ Always force Chaining GPOS8 for now (#2540).
+- [glifLib] Added ``outputImpliedClosingLine=False`` parameter to ``Glyph.draw()``,
+ to control behaviour of ``PointToSegmentPen`` (6b4e2e7).
+- [varLib.interpolatable] Check for wrong contour starting point (#2571).
+- [cffLib] Remove leftover ``GlobalState`` class and fix calls to ``TopDictIndex()``
+ (#2569, #2570).
+- [instancer] Clear ``AxisValueArray`` if it is empty after instantiating (#2563).
+
+4.31.2 (released 2022-03-22)
+----------------------------
+
+- [varLib] fix instantiation of GPOS SinglePos values (#2555).
+
+4.31.1 (released 2022-03-18)
+----------------------------
+
+- [subset] fix subsetting OT-SVG when glyph id attribute is on the root ````
+ element (#2553).
+
+4.31.0 (released 2022-03-18)
+----------------------------
+
+- [ttCollection] Fixed 'ResourceWarning: unclosed file' warning (#2549).
+- [varLib.merger] Handle merging SinglePos with valueformat=0 (#2550).
+- [ttFont] Update glyf's glyphOrder when calling TTFont.setGlyphOrder() (#2544).
+- [ttFont] Added ``ensureDecompiled`` method to load all tables irrespective
+ of the ``lazy`` attribute (#2551).
+- [otBase] Added ``iterSubTable`` method to iterate over BaseTable's children of
+ type BaseTable; useful for traversing a tree of otTables (#2551).
+
+4.30.0 (released 2022-03-10)
+----------------------------
+
+- [varLib] Added debug logger showing the glyph name for which ``gvar`` is built (#2542).
+- [varLib.errors] Fixed undefined names in ``FoundANone`` and ``UnsupportedFormat``
+ exceptions (ac4d5611).
+- [otlLib.builder] Added ``windowsNames`` and ``macNames`` (bool) parameters to the
+ ``buildStatTabe`` function, so that one can select whether to only add one or both
+ of the two sets (#2528).
+- [t1Lib] Added the ability to recreate PostScript stream (#2504).
+- [name] Added ``getFirstDebugName``, ``getBest{Family,SubFamily,Full}Name`` methods (#2526).
+
+4.29.1 (released 2022-02-01)
+----------------------------
+
+- [colorLib] Fixed rounding issue with radial gradient's start/end circles inside
+ one another (#2521).
+- [freetypePen] Handle rotate/skew transform when auto-computing width/height of the
+ buffer; raise PenError wen missing moveTo (#2517)
+
+4.29.0 (released 2022-01-24)
+----------------------------
+
+- [ufoLib] Fixed illegal characters and expanded reserved filenames (#2506).
+- [COLRv1] Don't emit useless PaintColrLayers of lenght=1 in LayerListBuilder (#2513).
+- [ttx] Removed legacy ``waitForKeyPress`` method on Windows (#2509).
+- [pens] Added FreeTypePen that uses ``freetype-py`` and the pen protocol for
+ rasterizating outline paths (#2494).
+- [unicodedata] Updated the script direction list to Unicode 14.0 (#2484).
+ Bumped unicodedata2 dependency to 14.0 (#2499).
+- [psLib] Fixed type of ``fontName`` in ``suckfont`` (#2496).
+
+4.28.5 (released 2021-12-19)
+----------------------------
+
+- [svgPathPen] Continuation of #2471: make sure all occurrences of ``str()`` are now
+ replaced with user-defined ``ntos`` callable.
+- [merge] Refactored code into submodules, plus several bugfixes and improvements:
+ fixed duplicate-glyph-resolution GSUB-lookup generation code; use tolerance in glyph
+ comparison for empty glyph's width; ignore space of default ignorable glyphs;
+ downgrade duplicates-resolution missing-GSUB from assert to warn; added --drop-tables
+ option (#2473, #2475, #2476).
+
+4.28.4 (released 2021-12-15)
+----------------------------
+
+- [merge] Merge GDEF marksets in Lookups properly (#2474).
+- [feaLib] Have ``fontTools feaLib`` script exit with error code when build fails (#2459)
+- [svgPathPen] Added ``ntos`` option to customize number formatting (e.g. rounding) (#2471).
+- [subset] Speed up subsetting of large CFF fonts (#2467).
+- [otTables] Speculatively promote lookups to extension to speed up compilation. If the
+ offset to lookup N is too big to fit in a ushort, the offset to lookup N+1 is going to
+ be too big as well, so we promote to extension all lookups from lookup N onwards (#2465).
+
+4.28.3 (released 2021-12-03)
+----------------------------
+
+- [subset] Fixed bug while subsetting ``COLR`` table, whereby incomplete layer records
+ pointing to missing glyphs were being retained leading to ``struct.error`` upon
+ compiling. Make it so that ``glyf`` glyph closure, which follows the ``COLR`` glyph
+ closure, does not influence the ``COLR`` table subsetting (#2461, #2462).
+- [docs] Fully document the ``cmap`` and ``glyf`` tables (#2454, #2457).
+- [colorLib.unbuilder] Fixed CLI by deleting no longer existing parameter (180bb1867).
+
+4.28.2 (released 2021-11-22)
+----------------------------
+
+- [otlLib] Remove duplicates when building coverage (#2433).
+- [docs] Add interrogate configuration (#2443).
+- [docs] Remove comment about missing “start” optional argument to ``calcChecksum`` (#2448).
+- [cu2qu/cli] Adapt to the latest ufoLib2.
+- [subset] Support subsetting SVG table and remove it from the list of drop by default tables (#534).
+- [subset] add ``--pretty-svg`` option to pretty print SVG table contents (#2452).
+- [merge] Support merging ``CFF`` tables (CID-keyed ``CFF`` is still not supported) (#2447).
+- [merge] Support ``--output-file`` (#2447).
+- [docs] Split table docs into individual pages (#2444).
+- [feaLib] Forbid empty classes (#2446).
+- [docs] Improve documentation for ``fontTools.ttLib.ttFont`` (#2442).
+
+4.28.1 (released 2021-11-08)
+----------------------------
+
+- [subset] Fixed AttributeError while traversing a color glyph's Paint graph when there is no
+ LayerList, which is optional (#2441).
+
+4.28.0 (released 2021-11-05)
+----------------------------
+
+- Dropped support for EOL Python 3.6, require Python 3.7 (#2417).
+- [ufoLib/glifLib] Make filename-clash checks faster by using a set instead of a list (#2422).
+- [subset] Don't crash if optional ClipList and LayerList are ``None`` (empty) (#2424, 2439).
+- [OT-SVG] Removed support for old deprecated version 1 and embedded color palettes,
+ which were never officially part of the OpenType SVG spec. Upon compile, reuse offsets
+ to SVG documents that are identical (#2430).
+- [feaLib] Added support for Variable Feature File syntax. This is experimental and subject
+ to change until it is finalized in the Adobe FEA spec (#2432).
+- [unicodedata] Update Scripts/ScriptExtensions/Blocks to UnicodeData 14.0 (#2437).
+
+4.27.1 (released 2021-09-23)
+----------------------------
+
+- [otlLib] Fixed error when chained contextual lookup builder overflows (#2404, #2411).
+- [bezierTools] Fixed two floating-point bugs: one when computing `t` for a point
+ lying on an almost horizontal/vertical line; another when computing the intersection
+ point between a curve and a line (#2413).
+
+4.27.0 (released 2021-09-14)
+----------------------------
+
+- [ttLib/otTables] Cleaned up virtual GID handling: allow virtual GIDs in ``Coverage``
+ and ``ClassDef`` readers; removed unused ``allowVID`` argument from ``TTFont``
+ constructor, and ``requireReal`` argument in ``TTFont.getGlyphID`` method.
+ Make ``TTFont.setGlyphOrder`` clear reverse glyphOrder map, and assume ``glyphOrder``
+ internal attribute is never modified outside setGlyphOrder; added ``TTFont.getGlyphNameMany``
+ and ``getGlyphIDMany`` (#1536, #1654, #2334, #2398).
+- [py23] Dropped internal use of ``fontTools.py23`` module to fix deprecation warnings
+ in client code that imports from fontTools (#2234, #2399, #2400).
+- [subset] Fix subsetting COLRv1 clip boxes when font is loaded lazily (#2408).
+
+4.26.2 (released 2021-08-09)
+----------------------------
+
+- [otTables] Added missing ``CompositeMode.PLUS`` operator (#2390).
+
+4.26.1 (released 2021-08-03)
+----------------------------
+
+- [transform] Added ``transformVector`` and ``transformVectors`` methods to the
+ ``Transform`` class. Similar to ``transformPoint`` but ignore the translation
+ part (#2386).
+
+4.26.0 (released 2021-08-03)
+----------------------------
+
+- [xmlWriter] Default to ``"\n"`` for ``newlinestr`` instead of platform-specific
+ ``os.linesep`` (#2384).
+- [otData] Define COLRv1 ClipList and ClipBox (#2379).
+- [removeOverlaps/instancer] Added --ignore-overlap-errors option to work around
+ Skia PathOps.Simplify bug (#2382, #2363, google/fonts#3365).
+- NOTE: This will be the last version to support Python 3.6. FontTools will require
+ Python 3.7 or above from the next release (#2350)
+
+4.25.2 (released 2021-07-26)
+----------------------------
+
+- [COLRv1] Various changes to sync with the latest CORLv1 draft spec. In particular:
+ define COLR.VarIndexMap, remove/inline ColorIndex struct, add VarIndexBase to ``PaintVar*`` tables (#2372);
+ add reduced-precicion specialized transform Paints;
+ define Angle as fraction of half circle encoded as F2Dot14;
+ use FWORD (int16) for all Paint center coordinates;
+ change PaintTransform to have an offset to Affine2x3;
+- [ttLib] when importing XML, only set sfntVersion if the font has no reader and is empty (#2376)
+
+4.25.1 (released 2021-07-16)
+----------------------------
+
+- [ttGlyphPen] Fixed bug in ``TTGlyphPointPen``, whereby open contours (i.e. starting
+ with segmentType "move") would throw ``NotImplementedError``. They are now treated
+ as if they are closed, like with the ``TTGlyphPen`` (#2364, #2366).
+
+4.25.0 (released 2021-07-05)
+----------------------------
+
+- [tfmLib] Added new library for parsing TeX Font Metric (TFM) files (#2354).
+- [TupleVariation] Make shared tuples order deterministic on python < 3.7 where
+ Counter (subclass of dict) doesn't remember insertion order (#2351, #2353).
+- [otData] Renamed COLRv1 structs to remove 'v1' suffix and match the updated draft
+ spec: 'LayerV1List' -> 'LayerList', 'BaseGlyphV1List' -> 'BaseGlyphList',
+ 'BaseGlyphV1Record' -> 'BaseGlyphPaintRecord' (#2346).
+ Added 8 new ``PaintScale*`` tables: with/without centers, uniform vs non-uniform.
+ Added ``*AroundCenter`` variants to ``PaintRotate`` and ``PaintSkew``: the default
+ versions no longer have centerX/Y, but default to origin.
+ ``PaintRotate``, ``PaintSkew`` and ``PaintComposite`` formats were re-numbered.
+ NOTE: these are breaking changes; clients using the experimental COLRv1 API will
+ have to be updated (#2348).
+- [pointPens] Allow ``GuessSmoothPointPen`` to accept a tolerance. Fixed call to
+ ``math.atan2`` with x/y parameters inverted. Sync the code with fontPens (#2344).
+- [post] Fixed parsing ``post`` table format 2.0 when it contains extra garbage
+ at the end of the stringData array (#2314).
+- [subset] drop empty features unless 'size' with FeatureParams table (#2324).
+- [otlLib] Added ``otlLib.optimize`` module; added GPOS compaction algorithm.
+ The compaction can be run on existing fonts with ``fonttools otlLib.optimize``
+ or using the snippet ``compact_gpos.py``. There's experimental support for
+ compacting fonts at compilation time using an environment variable, but that
+ might be removed later (#2326).
+
+4.24.4 (released 2021-05-25)
+----------------------------
+
+- [subset/instancer] Fixed ``AttributeError`` when instantiating a VF that
+ contains GPOS ValueRecords with ``Device`` tables but without the respective
+ non-Device values (e.g. ``XAdvDevice`` without ``XAdvance``). When not
+ explicitly set, the latter are assumed to be 0 (#2323).
+
+4.24.3 (released 2021-05-20)
+----------------------------
+
+- [otTables] Fixed ``AttributeError`` in methods that split LigatureSubst,
+ MultipleSubst and AlternateSubst subtables when an offset overflow occurs.
+ The ``Format`` attribute was removed in v4.22.0 (#2319).
+
+4.24.2 (released 2021-05-20)
+----------------------------
+
+- [ttGlyphPen] Fixed typing annotation of TTGlyphPen glyphSet parameter (#2315).
+- Fixed two instances of DeprecationWarning: invalid escape sequence (#2311).
+
+4.24.1 (released 2021-05-20)
+----------------------------
+
+- [subset] Fixed AttributeError when SinglePos subtable has None Value (ValueFormat 0)
+ (#2312, #2313).
+
+4.24.0 (released 2021-05-17)
+----------------------------
+
+- [pens] Add ``ttGlyphPen.TTGlyphPointPen`` similar to ``TTGlyphPen`` (#2205).
+
+4.23.1 (released 2021-05-14)
+----------------------------
+
+- [subset] Fix ``KeyError`` after subsetting ``COLR`` table that initially contains
+ both v0 and v1 color glyphs when the subset only requested v1 glyphs; we were
+ not pruning the v0 portion of the table (#2308).
+- [colorLib] Set ``LayerV1List`` attribute to ``None`` when empty, it's optional
+ in CORLv1 (#2308).
+
+4.23.0 (released 2021-05-13)
+----------------------------
+
+- [designspaceLib] Allow to use ``\\UNC`` absolute paths on Windows (#2299, #2306).
+- [varLib.merger] Fixed bug where ``VarLibMergeError`` was raised with incorrect
+ parameters (#2300).
+- [feaLib] Allow substituting a glyph class with ``NULL`` to delete multiple glyphs
+ (#2303).
+- [glyf] Fixed ``NameError`` exception in ``getPhantomPoints`` (#2295, #2305).
+- [removeOverlaps] Retry pathops.simplify after rounding path coordinates to integers
+ if it fails the first time using floats, to work around a rare and hard to debug
+ Skia bug (#2288).
+- [varLib] Added support for building, reading, writing and optimizing 32-bit
+ ``ItemVariationStore`` as used in COLRv1 table (#2285).
+- [otBase/otConverters] Add array readers/writers for int types (#2285).
+- [feaLib] Allow more than one lookahead glyph/class in contextual positioning with
+ "value at end" (#2293, #2294).
+- [COLRv1] Default varIdx should be 0xFFFFFFFF (#2297, #2298).
+- [pens] Make RecordingPointPen actually pass on identifiers; replace asserts with
+ explicit ``PenError`` exception (#2284).
+- [mutator] Round lsb for CF2 fonts as well (#2286).
+
+4.22.1 (released 2021-04-26)
+----------------------------
+
+- [feaLib] Skip references to named lookups if the lookup block definition
+ is empty, similarly to makeotf. This also fixes an ``AttributeError`` while
+ generating ``aalt`` feature (#2276, #2277).
+- [subset] Fixed bug with ``--no-hinting`` implementation for Device tables (#2272,
+ #2275). The previous code was alwyas dropping Device tables if no-hinting was
+ requested, but some Device tables (DeltaFormat=0x8000) are also used to encode
+ variation indices and need to be retained.
+- [otBase] Fixed bug in getting the ValueRecordSize when decompiling ``MVAR``
+ table with ``lazy=True`` (#2273, #2274).
+- [varLib/glyf/gvar] Optimized and simplified ``GlyphCoordinates`` and
+ ``TupleVariation`` classes, use ``bytearray`` where possible, refactored
+ phantom-points calculations. We measured about 30% speedup in total time
+ of loading master ttfs, building gvar, and saving (#2261, #2266).
+- [subset] Fixed ``AssertionError`` while pruning unused CPAL palettes when
+ ``0xFFFF`` is present (#2257, #2259).
+
+4.22.0 (released 2021-04-01)
+----------------------------
+
+- [ttLib] Remove .Format from Coverage, ClassDef, SingleSubst, LigatureSubst,
+ AlternateSubst, MultipleSubst (#2238).
+ ATTENTION: This will change your TTX dumps!
+- [misc.arrayTools] move Vector to its own submodule, and rewrite as a tuple
+ subclass (#2201).
+- [docs] Added a terminology section for varLib (#2209).
+- [varLib] Move rounding to VariationModel, to avoid error accumulation from
+ multiple deltas (#2214)
+- [varLib] Explain merge errors in more human-friendly terms (#2223, #2226)
+- [otlLib] Correct some documentation (#2225)
+- [varLib/otlLib] Allow merging into VariationFont without first saving GPOS
+ PairPos2 (#2229)
+- [subset] Improve PairPosFormat2 subsetting (#2221)
+- [ttLib] TTFont.save: create file on disk as late as possible (#2253)
+- [cffLib] Add missing CFF2 dict operators LanguageGroup and ExpansionFactor
+ (#2249)
+ ATTENTION: This will change your TTX dumps!
+
+4.21.1 (released 2021-02-26)
+----------------------------
+
+- [pens] Reverted breaking change that turned ``AbstractPen`` and ``AbstractPointPen``
+ into abstract base classes (#2164, #2198).
+
+4.21.0 (released 2021-02-26)
+----------------------------
+
+- [feaLib] Indent anchor statements in ``asFea()`` to make them more legible and
+ diff-able (#2193).
+- [pens] Turn ``AbstractPen`` and ``AbstractPointPen`` into abstract base classes
+ (#2164).
+- [feaLib] Added support for parsing and building ``STAT`` table from AFDKO feature
+ files (#2039).
+- [instancer] Added option to update name table of generated instance using ``STAT``
+ table's axis values (#2189).
+- [bezierTools] Added functions to compute bezier point-at-time, as well as line-line,
+ curve-line and curve-curve intersections (#2192).
+
+4.20.0 (released 2021-02-15)
+----------------------------
+
+- [COLRv1] Added ``unbuildColrV1`` to deconstruct COLRv1 otTables to raw json-able
+ data structure; it does the reverse of ``buildColrV1`` (#2171).
+- [feaLib] Allow ``sub X by NULL`` sequence to delete a glyph (#2170).
+- [arrayTools] Fixed ``Vector`` division (#2173).
+- [COLRv1] Define new ``PaintSweepGradient`` (#2172).
+- [otTables] Moved ``Paint.Format`` enum class outside of ``Paint`` class definition,
+ now named ``PaintFormat``. It was clashing with paint instance ``Format`` attribute
+ and thus was breaking lazy load of COLR table which relies on magic ``__getattr__``
+ (#2175).
+- [COLRv1] Replace hand-coded builder functions with otData-driven dynamic
+ implementation (#2181).
+- [COLRv1] Define additional static (non-variable) Paint formats (#2181).
+- [subset] Added support for subsetting COLR v1 and CPAL tables (#2174, #2177).
+- [fontBuilder] Allow ``setupFvar`` to optionally take ``designspaceLib.AxisDescriptor``
+ objects. Added new ``setupAvar`` method. Support localised names for axes and
+ named instances (#2185).
+
+4.19.1 (released 2021-01-28)
+----------------------------
+
+- [woff2] An initial off-curve point with an overlap flag now stays an off-curve
+ point after compression.
+
+4.19.0 (released 2021-01-25)
+----------------------------
+
+- [codecs] Handle ``errors`` parameter different from 'strict' for the custom
+ extended mac encodings (#2137, #2132).
+- [featureVars] Raise better error message when a script is missing the required
+ default language system (#2154).
+- [COLRv1] Avoid abrupt change caused by rounding ``PaintRadialGradient.c0`` when
+ the start circle almost touches the end circle's perimeter (#2148).
+- [COLRv1] Support building unlimited lists of paints as 255-ary trees of
+ ``PaintColrLayers`` tables (#2153).
+- [subset] Prune redundant format-12 cmap subtables when all non-BMP characters
+ are dropped (#2146).
+- [basePen] Raise ``MissingComponentError`` instead of bare ``KeyError`` when a
+ referenced component is missing (#2145).
+
+4.18.2 (released 2020-12-16)
+----------------------------
+
+- [COLRv1] Implemented ``PaintTranslate`` paint format (#2129).
+- [varLib.cff] Fixed unbound local variable error (#1787).
+- [otlLib] Don't crash when creating OpenType class definitions if some glyphs
+ occur more than once (#2125).
+
+4.18.1 (released 2020-12-09)
+----------------------------
+
+- [colorLib] Speed optimization for ``LayerV1ListBuilder`` (#2119).
+- [mutator] Fixed missing tab in ``interpolate_cff2_metrics`` (0957dc7a).
+
+4.18.0 (released 2020-12-04)
+----------------------------
+
+- [COLRv1] Update to latest draft: added ``PaintRotate`` and ``PaintSkew`` (#2118).
+- [woff2] Support new ``brotlicffi`` bindings for PyPy (#2117).
+- [glifLib] Added ``expectContentsFile`` parameter to ``GlyphSet``, for use when
+ reading existing UFOs, to comply with the specification stating that a
+ ``contents.plist`` file must exist in a glyph set (#2114).
+- [subset] Allow ``LangSys`` tags in ``--layout-scripts`` option (#2112). For example:
+ ``--layout-scripts=arab.dflt,arab.URD,latn``; this will keep ``DefaultLangSys``
+ and ``URD`` language for ``arab`` script, and all languages for ``latn`` script.
+- [varLib.interpolatable] Allow UFOs to be checked; report open paths, non existant
+ glyphs; add a ``--json`` option to produce a machine-readable list of
+ incompatibilities
+- [pens] Added ``QuartzPen`` to create ``CGPath`` from glyph outlines on macOS.
+ Requires pyobjc (#2107).
+- [feaLib] You can export ``FONTTOOLS_LOOKUP_DEBUGGING=1`` to enable feature file
+ debugging info stored in ``Debg`` table (#2106).
+- [otlLib] Build more efficient format 1 and format 2 contextual lookups whenever
+ possible (#2101).
+
+4.17.1 (released 2020-11-16)
+----------------------------
+
+- [colorLib] Fixed regression in 4.17.0 when building COLR v0 table; when color
+ layers are stored in UFO lib plist, we can't distinguish tuples from lists so
+ we need to accept either types (e5439eb9, googlefonts/ufo2ft/issues#426).
+
+4.17.0 (released 2020-11-12)
+----------------------------
+
+- [colorLib/otData] Updated to latest draft ``COLR`` v1 spec (#2092).
+- [svgLib] Fixed parsing error when arc commands' boolean flags are not separated
+ by space or comma (#2094).
+- [varLib] Interpret empty non-default glyphs as 'missing', if the default glyph is
+ not empty (#2082).
+- [feaLib.builder] Only stash lookup location for ``Debg`` if ``Builder.buildLookups_``
+ has cooperated (#2065, #2067).
+- [varLib] Fixed bug in VarStore optimizer (#2073, #2083).
+- [varLib] Add designspace lib key for custom feavar feature tag (#2080).
+- Add HashPointPen adapted from psautohint. With this pen, a hash value of a glyph
+ can be computed, which can later be used to detect glyph changes (#2005).
+
+4.16.1 (released 2020-10-05)
+----------------------------
+
+- [varLib.instancer] Fixed ``TypeError`` exception when instantiating a VF with
+ a GSUB table 1.1 in which ``FeatureVariations`` attribute is present but set to
+ ``None`` -- indicating that optional ``FeatureVariations`` is missing (#2077).
+- [glifLib] Make ``x`` and ``y`` attributes of the ``point`` element required
+ even when validation is turned off, and raise a meaningful ``GlifLibError``
+ message when that happens (#2075).
+
+4.16.0 (released 2020-09-30)
+----------------------------
+
+- [removeOverlaps] Added new module and ``removeOverlaps`` function that merges
+ overlapping contours and components in TrueType glyphs. It requires the
+ `skia-pathops `__ module.
+ Note that removing overlaps invalidates the TrueType hinting (#2068).
+- [varLib.instancer] Added ``--remove-overlaps`` command-line option.
+ The ``overlap`` option in ``instantiateVariableFont`` now takes an ``OverlapMode``
+ enum: 0: KEEP_AND_DONT_SET_FLAGS, 1: KEEP_AND_SET_FLAGS (default), and 2: REMOVE.
+ The latter is equivalent to calling ``removeOverlaps`` on the generated static
+ instance. The option continues to accept ``bool`` value for backward compatibility.
+
+
+4.15.0 (released 2020-09-21)
+----------------------------
+
+- [plistlib] Added typing annotations to plistlib module. Set up mypy static
+ typechecker to run automatically on CI (#2061).
+- [ttLib] Implement private ``Debg`` table, a reverse-DNS namespaced JSON dict.
+- [feaLib] Optionally add an entry into the ``Debg`` table with the original
+ lookup name (if any), feature name / script / language combination (if any),
+ and original source filename and line location. Annotate the ttx output for
+ a lookup with the information from the Debg table (#2052).
+- [sfnt] Disabled checksum checking by default in ``SFNTReader`` (#2058).
+- [Docs] Document ``mtiLib`` module (#2027).
+- [varLib.interpolatable] Added checks for contour node count and operation type
+ of each node (#2054).
+- [ttLib] Added API to register custom table packer/unpacker classes (#2055).
+
+4.14.0 (released 2020-08-19)
+----------------------------
+
+- [feaLib] Allow anonymous classes in LookupFlags definitions (#2037).
+- [Docs] Better document DesignSpace rules processing order (#2041).
+- [ttLib] Fixed 21-year old bug in ``maxp.maxComponentDepth`` calculation (#2044,
+ #2045).
+- [varLib.models] Fixed misspelled argument name in CLI entry point (81d0042a).
+- [subset] When subsetting GSUB v1.1, fixed TypeError by checking whether the
+ optional FeatureVariations table is present (e63ecc5b).
+- [Snippets] Added snippet to show how to decompose glyphs in a TTF (#2030).
+- [otlLib] Generate GSUB type 5 and GPOS type 7 contextual lookups where appropriate
+ (#2016).
+
+4.13.0 (released 2020-07-10)
+----------------------------
+
+- [feaLib/otlLib] Moved lookup subtable builders from feaLib to otlLib; refactored
+ some common code (#2004, #2007).
+- [docs] Document otlLib module (#2009).
+- [glifLib] Fixed bug with some UFO .glif filenames clashing on case-insensitive
+ filesystems (#2001, #2002).
+- [colorLib] Updated COLRv1 implementation following changes in the draft spec:
+ (#2008, googlefonts/colr-gradients-spec#24).
+
+4.12.1 (released 2020-06-16)
+----------------------------
+
+- [_n_a_m_e] Fixed error in ``addMultilingualName`` with one-character names.
+ Only attempt to recovered malformed UTF-16 data from a ``bytes`` string,
+ not from unicode ``str`` (#1997, #1998).
+
+4.12.0 (released 2020-06-09)
+----------------------------
+
+- [otlLib/varLib] Ensure that the ``AxisNameID`` in the ``STAT`` and ``fvar``
+ tables is grater than 255 as per OpenType spec (#1985, #1986).
+- [docs] Document more modules in ``fontTools.misc`` package: ``filenames``,
+ ``fixedTools``, ``intTools``, ``loggingTools``, ``macCreatorType``, ``macRes``,
+ ``plistlib`` (#1981).
+- [OS/2] Don't calculate whole sets of unicode codepoints, use faster and more memory
+ efficient ranges and bisect lookups (#1984).
+- [voltLib] Support writing back abstract syntax tree as VOLT data (#1983).
+- [voltLib] Accept DO_NOT_TOUCH_CMAP keyword (#1987).
+- [subset/merge] Fixed a namespace clash involving a private helper class (#1955).
+
+4.11.0 (released 2020-05-28)
+----------------------------
+
+- [feaLib] Introduced ``includeDir`` parameter on Parser and IncludingLexer to
+ explicitly specify the directory to search when ``include()`` statements are
+ encountered (#1973).
+- [ufoLib] Silently delete duplicate glyphs within the same kerning group when reading
+ groups (#1970).
+- [ttLib] Set version of COLR table when decompiling COLRv1 (commit 9d8a7e2).
+
+4.10.2 (released 2020-05-20)
+----------------------------
+
+- [sfnt] Fixed ``NameError: SimpleNamespace`` while reading TTC header. The regression
+ was introduced with 4.10.1 after removing ``py23`` star import.
+
+4.10.1 (released 2020-05-19)
+----------------------------
+
+- [sfnt] Make ``SFNTReader`` pickleable even when TTFont is loaded with lazy=True
+ option and thus keeps a reference to an external file (#1962, #1967).
+- [feaLib.ast] Restore backward compatibility (broken in 4.10 with #1905) for
+ ``ChainContextPosStatement`` and ``ChainContextSubstStatement`` classes.
+ Make them accept either list of lookups or list of lists of lookups (#1961).
+- [docs] Document some modules in ``fontTools.misc`` package: ``arrayTools``,
+ ``bezierTools`` ``cliTools`` and ``eexec`` (#1956).
+- [ttLib._n_a_m_e] Fixed ``findMultilingualName()`` when name record's ``string`` is
+ encoded as bytes sequence (#1963).
+
+4.10.0 (released 2020-05-15)
+----------------------------
+
+- [varLib] Allow feature variations to be active across the entire space (#1957).
+- [ufoLib] Added support for ``formatVersionMinor`` in UFO's ``fontinfo.plist`` and for
+ ``formatMinor`` attribute in GLIF file as discussed in unified-font-object/ufo-spec#78.
+ No changes in reading or writing UFOs until an upcoming (non-0) minor update of the
+ UFO specification is published (#1786).
+- [merge] Fixed merging fonts with different versions of ``OS/2`` table (#1865, #1952).
+- [subset] Fixed ``AttributeError`` while subsetting ``ContextSubst`` and ``ContextPos``
+ Format 3 subtable (#1879, #1944).
+- [ttLib.table._m_e_t_a] if data happens to be ascii, emit comment in TTX (#1938).
+- [feaLib] Support multiple lookups per glyph position (#1905).
+- [psCharStrings] Use inheritance to avoid repeated code in initializer (#1932).
+- [Doc] Improved documentation for the following modules: ``afmLib`` (#1933), ``agl``
+ (#1934), ``cffLib`` (#1935), ``cu2qu`` (#1937), ``encodings`` (#1940), ``feaLib``
+ (#1941), ``merge`` (#1949).
+- [Doc] Split off developer-centric info to new page, making front page of docs more
+ user-focused. List all utilities and sub-modules with brief descriptions.
+ Make README more concise and focused (#1914).
+- [otlLib] Add function to build STAT table from high-level description (#1926).
+- [ttLib._n_a_m_e] Add ``findMultilingualName()`` method (#1921).
+- [unicodedata] Update ``RTL_SCRIPTS`` for Unicode 13.0 (#1925).
+- [gvar] Sort ``gvar`` XML output by glyph name, not glyph order (#1907, #1908).
+- [Doc] Added help options to ``fonttools`` command line tool (#1913, #1920).
+ Ensure all fonttools CLI tools have help documentation (#1948).
+- [ufoLib] Only write fontinfo.plist when there actually is content (#1911).
+
+4.9.0 (released 2020-04-29)
+---------------------------
+
+- [subset] Fixed subsetting of FeatureVariations table. The subsetter no longer drops
+ FeatureVariationRecords that have empty substitutions as that will keep the search
+ going and thus change the logic. It will only drop empty records that occur at the
+ end of the FeatureVariationRecords array (#1881).
+- [subset] Remove FeatureVariations table and downgrade GSUB/GPOS to version 0x10000
+ when FeatureVariations contain no FeatureVariationRecords after subsetting (#1903).
+- [agl] Add support for legacy Adobe Glyph List of glyph names in ``fontTools.agl``
+ (#1895).
+- [feaLib] Ignore superfluous script statements (#1883).
+- [feaLib] Hide traceback by default on ``fonttools feaLib`` command line.
+ Use ``--traceback`` option to show (#1898).
+- [feaLib] Check lookup index in chaining sub/pos lookups and print better error
+ message (#1896, #1897).
+- [feaLib] Fix building chained alt substitutions (#1902).
+- [Doc] Included all fontTools modules in the sphinx-generated documentation, and
+ published it to ReadTheDocs for continuous documentation of the fontTools project
+ (#1333). Check it out at https://fonttools.readthedocs.io/. Thanks to Chris Simpkins!
+- [transform] The ``Transform`` class is now subclass of ``typing.NamedTuple``. No
+ change in functionality (#1904).
+
+
+4.8.1 (released 2020-04-17)
+---------------------------
+
+- [feaLib] Fixed ``AttributeError: 'NoneType' has no attribute 'getAlternateGlyphs'``
+ when ``aalt`` feature references a chain contextual substitution lookup
+ (googlefonts/fontmake#648, #1878).
+
+4.8.0 (released 2020-04-16)
+---------------------------
+
+- [feaLib] If Parser is initialized without a ``glyphNames`` parameter, it cannot
+ distinguish between a glyph name containing an hyphen, or a range of glyph names;
+ instead of raising an error, it now interprets them as literal glyph names, while
+ also outputting a logging warning to alert user about the ambiguity (#1768, #1870).
+- [feaLib] When serializing AST to string, emit spaces around hyphens that denote
+ ranges. Also, fixed an issue with CID ranges when round-tripping AST->string->AST
+ (#1872).
+- [Snippets/otf2ttf] In otf2ttf.py script update LSB in hmtx to match xMin (#1873).
+- [colorLib] Added experimental support for building ``COLR`` v1 tables as per
+ the `colr-gradients-spec `__
+ draft proposal. **NOTE**: both the API and the XML dump of ``COLR`` v1 are
+ susceptible to change while the proposal is being discussed and formalized (#1822).
+
+4.7.0 (released 2020-04-03)
+---------------------------
+
+- [cu2qu] Added ``fontTools.cu2qu`` package, imported from the original
+ `cu2qu `__ project. The ``cu2qu.pens`` module
+ was moved to ``fontTools.pens.cu2quPen``. The optional cu2qu extension module
+ can be compiled by installing `Cython `` element,
+ with values "first" or "last", plus other editorial changes to DesignSpace
+ specification. Bumped format version to 4.1 (#1750).
+- [varLib] Improved error message when masters' glyph orders do not match (#1758,
+ #1759).
+- [featureVars] Allow to specify custom feature tag in ``addFeatureVariations``;
+ allow said feature to already exist, in which case we append new lookup indices
+ to existing features. Implemented ```` attribute ``processing`` according to
+ DesignSpace specification update in #1750. Depending on this flag, we generate
+ either an 'rvrn' (always processed first) or a 'rclt' feature (follows lookup order,
+ therefore last) (#1747, #1625, #1371).
+- [ttCollection] Added support for context manager auto-closing via ``with`` statement
+ like with ``TTFont`` (#1751).
+- [unicodedata] Require unicodedata2 >= 12.1.0.
+- [py2.py3] Removed yet more PY2 vestiges (#1743).
+- [_n_a_m_e] Fixed issue when comparing NameRecords with different string types (#1742).
+- [fixedTools] Changed ``fixedToFloat`` to not do any rounding but simply return
+ ``value / (1 << precisionBits)``. Added ``floatToFixedToStr`` and
+ ``strToFixedToFloat`` functions to be used when loading from or dumping to XML.
+ Fixed values (e.g. fvar axes and instance coordinates, avar mappings, etc.) are
+ are now stored as un-rounded decimal floats upon decompiling (#1740, #737).
+- [feaLib] Fixed handling of multiple ``LigatureCaret`` statements for the same glyph.
+ Only the first rule per glyph is used, additional ones are ignored (#1733).
+
+4.0.2 (released 2019-09-26)
+---------------------------
+
+- [voltLib] Added support for ``ALL`` and ``NONE`` in ``PROCESS_MARKS`` (#1732).
+- [Silf] Fixed issue in ``Silf`` table compilation and decompilation regarding str vs
+ bytes in python3 (#1728).
+- [merge] Handle duplicate glyph names better: instead of appending font index to
+ all glyph names, use similar code like we use in ``post`` and ``CFF`` tables (#1729).
+
+4.0.1 (released 2019-09-11)
+---------------------------
+
+- [otTables] Support fixing offset overflows in ``MultipleSubst`` lookup subtables
+ (#1706).
+- [subset] Prune empty strikes in ``EBDT`` and ``CBDT`` table data (#1698, #1633).
+- [pens] Fixed issue in ``PointToSegmentPen`` when last point of closed contour has
+ same coordinates as the starting point and was incorrectly dropped (#1720).
+- [Graphite] Fixed ``Sill`` table output to pass OTS (#1705).
+- [name] Added ``removeNames`` method to ``table__n_a_m_e`` class (#1719).
+- [ttLib] Added aliases for renamed entries ``ascender`` and ``descender`` in
+ ``hhea`` table (#1715).
+
+4.0.0 (released 2019-08-22)
+---------------------------
+
+- NOTE: The v4.x version series only supports Python 3.6 or greater. You can keep
+ using fonttools 3.x if you need support for Python 2.
+- [py23] Removed all the python2-only code since it is no longer reachable, thus
+ unused; only the Python3 symbols were kept, but these are no-op. The module is now
+ DEPRECATED and will removed in the future.
+- [ttLib] Fixed UnboundLocalError for empty loca/glyph tables (#1680). Also, allow
+ the glyf table to be incomplete when dumping to XML (#1681).
+- [varLib.models] Fixed KeyError while sorting masters and there are no on-axis for
+ a given axis (38a8eb0e).
+- [cffLib] Make sure glyph names are unique (#1699).
+- [feaLib] Fix feature parser to correctly handle octal numbers (#1700).
+
+\... see `here `__ for earlier changes
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@@ -0,0 +1,99 @@
+Metadata-Version: 2.4
+Name: greenlet
+Version: 3.5.3
+Summary: Lightweight in-process concurrent programming
+Author-email: Alexey Borzenkov
+Maintainer-email: Jason Madden
+License-Expression: MIT AND PSF-2.0
+Project-URL: Homepage, https://greenlet.readthedocs.io
+Project-URL: Documentation, https://greenlet.readthedocs.io
+Project-URL: Repository, https://github.com/python-greenlet/greenlet
+Project-URL: Issues, https://github.com/python-greenlet/greenlet/issues
+Project-URL: Changelog, https://greenlet.readthedocs.io/en/latest/changes.html
+Keywords: greenlet,coroutine,concurrency,threads,cooperative
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: Natural Language :: English
+Classifier: Programming Language :: C
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Programming Language :: Python :: 3.14
+Classifier: Programming Language :: Python :: 3.15
+Classifier: Operating System :: OS Independent
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Requires-Python: >=3.10
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+License-File: LICENSE.PSF
+Provides-Extra: docs
+Requires-Dist: Sphinx; extra == "docs"
+Requires-Dist: furo; extra == "docs"
+Provides-Extra: test
+Requires-Dist: objgraph; extra == "test"
+Requires-Dist: psutil; extra == "test"
+Requires-Dist: setuptools; extra == "test"
+Dynamic: license-file
+
+.. This file is included into docs/history.rst
+
+
+Greenlets are lightweight coroutines for in-process concurrent
+programming.
+
+The "greenlet" package is a spin-off of `Stackless`_, a version of
+CPython that supports micro-threads called "tasklets". Tasklets run
+pseudo-concurrently (typically in a single or a few OS-level threads)
+and are synchronized with data exchanges on "channels".
+
+A "greenlet", on the other hand, is a still more primitive notion of
+micro-thread with no implicit scheduling; coroutines, in other words.
+This is useful when you want to control exactly when your code runs.
+You can build custom scheduled micro-threads on top of greenlet;
+however, it seems that greenlets are useful on their own as a way to
+make advanced control flow structures. For example, we can recreate
+generators; the difference with Python's own generators is that our
+generators can call nested functions and the nested functions can
+yield values too. (Additionally, you don't need a "yield" keyword. See
+the example in `test_generator.py
+`_).
+
+Greenlets are provided as a C extension module for the regular unmodified
+interpreter.
+
+.. _`Stackless`: http://www.stackless.com
+
+
+Who is using Greenlet?
+======================
+
+There are several libraries that use Greenlet as a more flexible
+alternative to Python's built in coroutine support:
+
+ - `Concurrence`_
+ - `Eventlet`_
+ - `Gevent`_
+
+.. _Concurrence: http://opensource.hyves.org/concurrence/
+.. _Eventlet: http://eventlet.net/
+.. _Gevent: http://www.gevent.org/
+
+Getting Greenlet
+================
+
+The easiest way to get Greenlet is to install it with pip::
+
+ pip install greenlet
+
+
+Source code archives and binary distributions are available on the
+python package index at https://pypi.org/project/greenlet
+
+The source code repository is hosted on github:
+https://github.com/python-greenlet/greenlet
+
+Documentation is available on readthedocs.org:
+https://greenlet.readthedocs.io
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/METADATA b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/METADATA
new file mode 100644
index 0000000000000000000000000000000000000000..8a2f639061cc4a203f7109d8335d28076442c61d
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/METADATA
@@ -0,0 +1,202 @@
+Metadata-Version: 2.4
+Name: h11
+Version: 0.16.0
+Summary: A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+Home-page: https://github.com/python-hyper/h11
+Author: Nathaniel J. Smith
+Author-email: njs@pobox.com
+License: MIT
+Classifier: Development Status :: 3 - Alpha
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Topic :: Internet :: WWW/HTTP
+Classifier: Topic :: System :: Networking
+Requires-Python: >=3.8
+License-File: LICENSE.txt
+Dynamic: author
+Dynamic: author-email
+Dynamic: classifier
+Dynamic: description
+Dynamic: home-page
+Dynamic: license
+Dynamic: license-file
+Dynamic: requires-python
+Dynamic: summary
+
+h11
+===
+
+.. image:: https://travis-ci.org/python-hyper/h11.svg?branch=master
+ :target: https://travis-ci.org/python-hyper/h11
+ :alt: Automated test status
+
+.. image:: https://codecov.io/gh/python-hyper/h11/branch/master/graph/badge.svg
+ :target: https://codecov.io/gh/python-hyper/h11
+ :alt: Test coverage
+
+.. image:: https://readthedocs.org/projects/h11/badge/?version=latest
+ :target: http://h11.readthedocs.io/en/latest/?badge=latest
+ :alt: Documentation Status
+
+This is a little HTTP/1.1 library written from scratch in Python,
+heavily inspired by `hyper-h2 `_ -- h11 won't judge you.
+(Compare this to the current state of the art, where every time a `new
+network API `_.
+
+This also means that h11 is not immediately useful out of the box:
+it's a toolkit for building programs that speak HTTP, not something
+that could directly replace ``requests`` or ``twisted.web`` or
+whatever. But h11 makes it much easier to implement something like
+``requests`` or ``twisted.web``.
+
+At a high level, working with h11 goes like this:
+
+1) First, create an ``h11.Connection`` object to track the state of a
+ single HTTP/1.1 connection.
+
+2) When you read data off the network, pass it to
+ ``conn.receive_data(...)``; you'll get back a list of objects
+ representing high-level HTTP "events".
+
+3) When you want to send a high-level HTTP event, create the
+ corresponding "event" object and pass it to ``conn.send(...)``;
+ this will give you back some bytes that you can then push out
+ through the network.
+
+For example, a client might instantiate and then send a
+``h11.Request`` object, then zero or more ``h11.Data`` objects for the
+request body (e.g., if this is a POST), and then a
+``h11.EndOfMessage`` to indicate the end of the message. Then the
+server would then send back a ``h11.Response``, some ``h11.Data``, and
+its own ``h11.EndOfMessage``. If either side violates the protocol,
+you'll get a ``h11.ProtocolError`` exception.
+
+h11 is suitable for implementing both servers and clients, and has a
+pleasantly symmetric API: the events you send as a client are exactly
+the ones that you receive as a server and vice-versa.
+
+`Here's an example of a tiny HTTP client
+`_
+
+It also has `a fine manual `__ and `Trio
+`__, which at the time didn't have any
+HTTP libraries. So I thought, no big deal, Python has, like, a dozen
+different implementations of HTTP, surely I can find one that's
+reusable. I didn't find one, but I did find Cory's call-to-arms
+blog-post. So I figured, well, fine, if I have to implement HTTP from
+scratch, at least I can make sure no-one *else* has to ever again.
+
+*Should I use it?*
+
+Maybe. You should be aware that it's a very young project. But, it's
+feature complete and has an exhaustive test-suite and complete docs,
+so the next step is for people to try using it and see how it goes
+:-). If you do then please let us know -- if nothing else we'll want
+to talk to you before making any incompatible changes!
+
+*What are the features/limitations?*
+
+Roughly speaking, it's trying to be a robust, complete, and non-hacky
+implementation of the first "chapter" of the HTTP/1.1 spec: `RFC 7230:
+HTTP/1.1 Message Syntax and Routing
+`_. That is, it mostly focuses on
+implementing HTTP at the level of taking bytes on and off the wire,
+and the headers related to that, and tries to be anal about spec
+conformance. It doesn't know about higher-level concerns like URL
+routing, conditional GETs, cross-origin cookie policies, or content
+negotiation. But it does know how to take care of framing,
+cross-version differences in keep-alive handling, and the "obsolete
+line folding" rule, so you can focus your energies on the hard /
+interesting parts for your application, and it tries to support the
+full specification in the sense that any useful HTTP/1.1 conformant
+application should be able to use h11.
+
+It's pure Python, and has no dependencies outside of the standard
+library.
+
+It has a test suite with 100.0% coverage for both statements and
+branches.
+
+Currently it supports Python 3 (testing on 3.8-3.12) and PyPy 3.
+The last Python 2-compatible version was h11 0.11.x.
+(Originally it had a Cython wrapper for `http-parser
+`_ and a beautiful nested state
+machine implemented with ``yield from`` to postprocess the output. But
+I had to take these out -- the new *parser* needs fewer lines-of-code
+than the old *parser wrapper*, is written in pure Python, uses no
+exotic language syntax, and has more features. It's sad, really; that
+old state machine was really slick. I just need a few sentences here
+to mourn that.)
+
+I don't know how fast it is. I haven't benchmarked or profiled it yet,
+so it's probably got a few pointless hot spots, and I've been trying
+to err on the side of simplicity and robustness instead of
+micro-optimization. But at the architectural level I tried hard to
+avoid fundamentally bad decisions, e.g., I believe that all the
+parsing algorithms remain linear-time even in the face of pathological
+input like slowloris, and there are no byte-by-byte loops. (I also
+believe that it maintains bounded memory usage in the face of
+arbitrary/pathological input.)
+
+The whole library is ~800 lines-of-code. You can read and understand
+the whole thing in less than an hour. Most of the energy invested in
+this so far has been spent on trying to keep things simple by
+minimizing special-cases and ad hoc state manipulation; even though it
+is now quite small and simple, I'm still annoyed that I haven't
+figured out how to make it even smaller and simpler. (Unfortunately,
+HTTP does not lend itself to simplicity.)
+
+The API is ~feature complete and I don't expect the general outlines
+to change much, but you can't judge an API's ergonomics until you
+actually document and use it, so I'd expect some changes in the
+details.
+
+*How do I try it?*
+
+.. code-block:: sh
+
+ $ pip install h11
+ $ git clone git@github.com:python-hyper/h11
+ $ cd h11/examples
+ $ python basic-client.py
+
+and go from there.
+
+*License?*
+
+MIT
+
+*Code of conduct?*
+
+Contributors are requested to follow our `code of conduct
+`_ in
+all project spaces.
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/RECORD b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/RECORD
new file mode 100644
index 0000000000000000000000000000000000000000..0ec9e3ef9debc2fafb8dee3b566802de58a6df83
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/RECORD
@@ -0,0 +1,17 @@
+h11/__init__.py,sha256=iO1KzkSO42yZ6ffg-VMgbx_ZVTWGUY00nRYEWn-s3kY,1507
+h11/_abnf.py,sha256=ybixr0xsupnkA6GFAyMubuXF6Tc1lb_hF890NgCsfNc,4815
+h11/_connection.py,sha256=k9YRVf6koZqbttBW36xSWaJpWdZwa-xQVU9AHEo9DuI,26863
+h11/_events.py,sha256=I97aXoal1Wu7dkL548BANBUCkOIbe-x5CioYA9IBY14,11792
+h11/_headers.py,sha256=P7D-lBNxHwdLZPLimmYwrPG-9ZkjElvvJZJdZAgSP-4,10412
+h11/_readers.py,sha256=a4RypORUCC3d0q_kxPuBIM7jTD8iLt5X91TH0FsduN4,8590
+h11/_receivebuffer.py,sha256=xrspsdsNgWFxRfQcTXxR8RrdjRXXTK0Io5cQYWpJ1Ws,5252
+h11/_state.py,sha256=_5LG_BGR8FCcFQeBPH-TMHgm_-B-EUcWCnQof_9XjFE,13231
+h11/_util.py,sha256=LWkkjXyJaFlAy6Lt39w73UStklFT5ovcvo0TkY7RYuk,4888
+h11/_version.py,sha256=GVSsbPSPDcOuF6ptfIiXnVJoaEm3ygXbMnqlr_Giahw,686
+h11/_writers.py,sha256=oFKm6PtjeHfbj4RLX7VB7KDc1gIY53gXG3_HR9ltmTA,5081
+h11/py.typed,sha256=sow9soTwP9T_gEAQSVh7Gb8855h04Nwmhs2We-JRgZM,7
+h11-0.16.0.dist-info/licenses/LICENSE.txt,sha256=N9tbuFkm2yikJ6JYZ_ELEjIAOuob5pzLhRE4rbjm82E,1124
+h11-0.16.0.dist-info/METADATA,sha256=KPMmCYrAn8unm48YD5YIfIQf4kViFct7hyqcfVzRnWQ,8348
+h11-0.16.0.dist-info/WHEEL,sha256=CmyFI0kx5cdEMTLiONQRbGQwjIoR1aIYB7eCAQ4KPJ0,91
+h11-0.16.0.dist-info/top_level.txt,sha256=F7dC4jl3zeh8TGHEPaWJrMbeuoWbS379Gwdi-Yvdcis,4
+h11-0.16.0.dist-info/RECORD,,
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/WHEEL b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/WHEEL
new file mode 100644
index 0000000000000000000000000000000000000000..1eb3c49d99559863120cfb8433fc8738fba43ba9
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: setuptools (78.1.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/licenses/LICENSE.txt b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/licenses/LICENSE.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f080eae848f759c9173bfc0c79506357ebe5090
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/licenses/LICENSE.txt
@@ -0,0 +1,22 @@
+The MIT License (MIT)
+
+Copyright (c) 2016 Nathaniel J. Smith and other contributors
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+"Software"), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/top_level.txt b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/top_level.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d24def711344ec6f4da2108f7d5c9261eb35f8b
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11-0.16.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+h11
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/__init__.py b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..989e92c3458681a6f0be72ae4105ea742750d328
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/__init__.py
@@ -0,0 +1,62 @@
+# A highish-level implementation of the HTTP/1.1 wire protocol (RFC 7230),
+# containing no networking code at all, loosely modelled on hyper-h2's generic
+# implementation of HTTP/2 (and in particular the h2.connection.H2Connection
+# class). There's still a bunch of subtle details you need to get right if you
+# want to make this actually useful, because it doesn't implement all the
+# semantics to check that what you're asking to write to the wire is sensible,
+# but at least it gets you out of dealing with the wire itself.
+
+from h11._connection import Connection, NEED_DATA, PAUSED
+from h11._events import (
+ ConnectionClosed,
+ Data,
+ EndOfMessage,
+ Event,
+ InformationalResponse,
+ Request,
+ Response,
+)
+from h11._state import (
+ CLIENT,
+ CLOSED,
+ DONE,
+ ERROR,
+ IDLE,
+ MIGHT_SWITCH_PROTOCOL,
+ MUST_CLOSE,
+ SEND_BODY,
+ SEND_RESPONSE,
+ SERVER,
+ SWITCHED_PROTOCOL,
+)
+from h11._util import LocalProtocolError, ProtocolError, RemoteProtocolError
+from h11._version import __version__
+
+PRODUCT_ID = "python-h11/" + __version__
+
+
+__all__ = (
+ "Connection",
+ "NEED_DATA",
+ "PAUSED",
+ "ConnectionClosed",
+ "Data",
+ "EndOfMessage",
+ "Event",
+ "InformationalResponse",
+ "Request",
+ "Response",
+ "CLIENT",
+ "CLOSED",
+ "DONE",
+ "ERROR",
+ "IDLE",
+ "MUST_CLOSE",
+ "SEND_BODY",
+ "SEND_RESPONSE",
+ "SERVER",
+ "SWITCHED_PROTOCOL",
+ "ProtocolError",
+ "LocalProtocolError",
+ "RemoteProtocolError",
+)
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_abnf.py b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_abnf.py
new file mode 100644
index 0000000000000000000000000000000000000000..933587fba22290d7eb7df4c88e12f1e61702b8ce
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_abnf.py
@@ -0,0 +1,132 @@
+# We use native strings for all the re patterns, to take advantage of string
+# formatting, and then convert to bytestrings when compiling the final re
+# objects.
+
+# https://svn.tools.ietf.org/svn/wg/httpbis/specs/rfc7230.html#whitespace
+# OWS = *( SP / HTAB )
+# ; optional whitespace
+OWS = r"[ \t]*"
+
+# https://svn.tools.ietf.org/svn/wg/httpbis/specs/rfc7230.html#rule.token.separators
+# token = 1*tchar
+#
+# tchar = "!" / "#" / "$" / "%" / "&" / "'" / "*"
+# / "+" / "-" / "." / "^" / "_" / "`" / "|" / "~"
+# / DIGIT / ALPHA
+# ; any VCHAR, except delimiters
+token = r"[-!#$%&'*+.^_`|~0-9a-zA-Z]+"
+
+# https://svn.tools.ietf.org/svn/wg/httpbis/specs/rfc7230.html#header.fields
+# field-name = token
+field_name = token
+
+# The standard says:
+#
+# field-value = *( field-content / obs-fold )
+# field-content = field-vchar [ 1*( SP / HTAB ) field-vchar ]
+# field-vchar = VCHAR / obs-text
+# obs-fold = CRLF 1*( SP / HTAB )
+# ; obsolete line folding
+# ; see Section 3.2.4
+#
+# https://tools.ietf.org/html/rfc5234#appendix-B.1
+#
+# VCHAR = %x21-7E
+# ; visible (printing) characters
+#
+# https://svn.tools.ietf.org/svn/wg/httpbis/specs/rfc7230.html#rule.quoted-string
+# obs-text = %x80-FF
+#
+# However, the standard definition of field-content is WRONG! It disallows
+# fields containing a single visible character surrounded by whitespace,
+# e.g. "foo a bar".
+#
+# See: https://www.rfc-editor.org/errata_search.php?rfc=7230&eid=4189
+#
+# So our definition of field_content attempts to fix it up...
+#
+# Also, we allow lots of control characters, because apparently people assume
+# that they're legal in practice (e.g., google analytics makes cookies with
+# \x01 in them!):
+# https://github.com/python-hyper/h11/issues/57
+# We still don't allow NUL or whitespace, because those are often treated as
+# meta-characters and letting them through can lead to nasty issues like SSRF.
+vchar = r"[\x21-\x7e]"
+vchar_or_obs_text = r"[^\x00\s]"
+field_vchar = vchar_or_obs_text
+field_content = r"{field_vchar}+(?:[ \t]+{field_vchar}+)*".format(**globals())
+
+# We handle obs-fold at a different level, and our fixed-up field_content
+# already grows to swallow the whole value, so ? instead of *
+field_value = r"({field_content})?".format(**globals())
+
+# header-field = field-name ":" OWS field-value OWS
+header_field = (
+ r"(?P{field_name})"
+ r":"
+ r"{OWS}"
+ r"(?P{field_value})"
+ r"{OWS}".format(**globals())
+)
+
+# https://svn.tools.ietf.org/svn/wg/httpbis/specs/rfc7230.html#request.line
+#
+# request-line = method SP request-target SP HTTP-version CRLF
+# method = token
+# HTTP-version = HTTP-name "/" DIGIT "." DIGIT
+# HTTP-name = %x48.54.54.50 ; "HTTP", case-sensitive
+#
+# request-target is complicated (see RFC 7230 sec 5.3) -- could be path, full
+# URL, host+port (for connect), or even "*", but in any case we are guaranteed
+# that it contists of the visible printing characters.
+method = token
+request_target = r"{vchar}+".format(**globals())
+http_version = r"HTTP/(?P[0-9]\.[0-9])"
+request_line = (
+ r"(?P{method})"
+ r" "
+ r"(?P{request_target})"
+ r" "
+ r"{http_version}".format(**globals())
+)
+
+# https://svn.tools.ietf.org/svn/wg/httpbis/specs/rfc7230.html#status.line
+#
+# status-line = HTTP-version SP status-code SP reason-phrase CRLF
+# status-code = 3DIGIT
+# reason-phrase = *( HTAB / SP / VCHAR / obs-text )
+status_code = r"[0-9]{3}"
+reason_phrase = r"([ \t]|{vchar_or_obs_text})*".format(**globals())
+status_line = (
+ r"{http_version}"
+ r" "
+ r"(?P{status_code})"
+ # However, there are apparently a few too many servers out there that just
+ # leave out the reason phrase:
+ # https://github.com/scrapy/scrapy/issues/345#issuecomment-281756036
+ # https://github.com/seanmonstar/httparse/issues/29
+ # so make it optional. ?: is a non-capturing group.
+ r"(?: (?P{reason_phrase}))?".format(**globals())
+)
+
+HEXDIG = r"[0-9A-Fa-f]"
+# Actually
+#
+# chunk-size = 1*HEXDIG
+#
+# but we impose an upper-limit to avoid ridiculosity. len(str(2**64)) == 20
+chunk_size = r"({HEXDIG}){{1,20}}".format(**globals())
+# Actually
+#
+# chunk-ext = *( ";" chunk-ext-name [ "=" chunk-ext-val ] )
+#
+# but we aren't parsing the things so we don't really care.
+chunk_ext = r";.*"
+chunk_header = (
+ r"(?P{chunk_size})"
+ r"(?P{chunk_ext})?"
+ r"{OWS}\r\n".format(
+ **globals()
+ ) # Even though the specification does not allow for extra whitespaces,
+ # we are lenient with trailing whitespaces because some servers on the wild use it.
+)
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_connection.py b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_connection.py
new file mode 100644
index 0000000000000000000000000000000000000000..e37d82a82a882c072cb938a90eb4486b51cdad99
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_connection.py
@@ -0,0 +1,659 @@
+# This contains the main Connection class. Everything in h11 revolves around
+# this.
+from typing import (
+ Any,
+ Callable,
+ cast,
+ Dict,
+ List,
+ Optional,
+ overload,
+ Tuple,
+ Type,
+ Union,
+)
+
+from ._events import (
+ ConnectionClosed,
+ Data,
+ EndOfMessage,
+ Event,
+ InformationalResponse,
+ Request,
+ Response,
+)
+from ._headers import get_comma_header, has_expect_100_continue, set_comma_header
+from ._readers import READERS, ReadersType
+from ._receivebuffer import ReceiveBuffer
+from ._state import (
+ _SWITCH_CONNECT,
+ _SWITCH_UPGRADE,
+ CLIENT,
+ ConnectionState,
+ DONE,
+ ERROR,
+ MIGHT_SWITCH_PROTOCOL,
+ SEND_BODY,
+ SERVER,
+ SWITCHED_PROTOCOL,
+)
+from ._util import ( # Import the internal things we need
+ LocalProtocolError,
+ RemoteProtocolError,
+ Sentinel,
+)
+from ._writers import WRITERS, WritersType
+
+# Everything in __all__ gets re-exported as part of the h11 public API.
+__all__ = ["Connection", "NEED_DATA", "PAUSED"]
+
+
+class NEED_DATA(Sentinel, metaclass=Sentinel):
+ pass
+
+
+class PAUSED(Sentinel, metaclass=Sentinel):
+ pass
+
+
+# If we ever have this much buffered without it making a complete parseable
+# event, we error out. The only time we really buffer is when reading the
+# request/response line + headers together, so this is effectively the limit on
+# the size of that.
+#
+# Some precedents for defaults:
+# - node.js: 80 * 1024
+# - tomcat: 8 * 1024
+# - IIS: 16 * 1024
+# - Apache: <8 KiB per line>
+DEFAULT_MAX_INCOMPLETE_EVENT_SIZE = 16 * 1024
+
+
+# RFC 7230's rules for connection lifecycles:
+# - If either side says they want to close the connection, then the connection
+# must close.
+# - HTTP/1.1 defaults to keep-alive unless someone says Connection: close
+# - HTTP/1.0 defaults to close unless both sides say Connection: keep-alive
+# (and even this is a mess -- e.g. if you're implementing a proxy then
+# sending Connection: keep-alive is forbidden).
+#
+# We simplify life by simply not supporting keep-alive with HTTP/1.0 peers. So
+# our rule is:
+# - If someone says Connection: close, we will close
+# - If someone uses HTTP/1.0, we will close.
+def _keep_alive(event: Union[Request, Response]) -> bool:
+ connection = get_comma_header(event.headers, b"connection")
+ if b"close" in connection:
+ return False
+ if getattr(event, "http_version", b"1.1") < b"1.1":
+ return False
+ return True
+
+
+def _body_framing(
+ request_method: bytes, event: Union[Request, Response]
+) -> Tuple[str, Union[Tuple[()], Tuple[int]]]:
+ # Called when we enter SEND_BODY to figure out framing information for
+ # this body.
+ #
+ # These are the only two events that can trigger a SEND_BODY state:
+ assert type(event) in (Request, Response)
+ # Returns one of:
+ #
+ # ("content-length", count)
+ # ("chunked", ())
+ # ("http/1.0", ())
+ #
+ # which are (lookup key, *args) for constructing body reader/writer
+ # objects.
+ #
+ # Reference: https://tools.ietf.org/html/rfc7230#section-3.3.3
+ #
+ # Step 1: some responses always have an empty body, regardless of what the
+ # headers say.
+ if type(event) is Response:
+ if (
+ event.status_code in (204, 304)
+ or request_method == b"HEAD"
+ or (request_method == b"CONNECT" and 200 <= event.status_code < 300)
+ ):
+ return ("content-length", (0,))
+ # Section 3.3.3 also lists another case -- responses with status_code
+ # < 200. For us these are InformationalResponses, not Responses, so
+ # they can't get into this function in the first place.
+ assert event.status_code >= 200
+
+ # Step 2: check for Transfer-Encoding (T-E beats C-L):
+ transfer_encodings = get_comma_header(event.headers, b"transfer-encoding")
+ if transfer_encodings:
+ assert transfer_encodings == [b"chunked"]
+ return ("chunked", ())
+
+ # Step 3: check for Content-Length
+ content_lengths = get_comma_header(event.headers, b"content-length")
+ if content_lengths:
+ return ("content-length", (int(content_lengths[0]),))
+
+ # Step 4: no applicable headers; fallback/default depends on type
+ if type(event) is Request:
+ return ("content-length", (0,))
+ else:
+ return ("http/1.0", ())
+
+
+################################################################
+#
+# The main Connection class
+#
+################################################################
+
+
+class Connection:
+ """An object encapsulating the state of an HTTP connection.
+
+ Args:
+ our_role: If you're implementing a client, pass :data:`h11.CLIENT`. If
+ you're implementing a server, pass :data:`h11.SERVER`.
+
+ max_incomplete_event_size (int):
+ The maximum number of bytes we're willing to buffer of an
+ incomplete event. In practice this mostly sets a limit on the
+ maximum size of the request/response line + headers. If this is
+ exceeded, then :meth:`next_event` will raise
+ :exc:`RemoteProtocolError`.
+
+ """
+
+ def __init__(
+ self,
+ our_role: Type[Sentinel],
+ max_incomplete_event_size: int = DEFAULT_MAX_INCOMPLETE_EVENT_SIZE,
+ ) -> None:
+ self._max_incomplete_event_size = max_incomplete_event_size
+ # State and role tracking
+ if our_role not in (CLIENT, SERVER):
+ raise ValueError(f"expected CLIENT or SERVER, not {our_role!r}")
+ self.our_role = our_role
+ self.their_role: Type[Sentinel]
+ if our_role is CLIENT:
+ self.their_role = SERVER
+ else:
+ self.their_role = CLIENT
+ self._cstate = ConnectionState()
+
+ # Callables for converting data->events or vice-versa given the
+ # current state
+ self._writer = self._get_io_object(self.our_role, None, WRITERS)
+ self._reader = self._get_io_object(self.their_role, None, READERS)
+
+ # Holds any unprocessed received data
+ self._receive_buffer = ReceiveBuffer()
+ # If this is true, then it indicates that the incoming connection was
+ # closed *after* the end of whatever's in self._receive_buffer:
+ self._receive_buffer_closed = False
+
+ # Extra bits of state that don't fit into the state machine.
+ #
+ # These two are only used to interpret framing headers for figuring
+ # out how to read/write response bodies. their_http_version is also
+ # made available as a convenient public API.
+ self.their_http_version: Optional[bytes] = None
+ self._request_method: Optional[bytes] = None
+ # This is pure flow-control and doesn't at all affect the set of legal
+ # transitions, so no need to bother ConnectionState with it:
+ self.client_is_waiting_for_100_continue = False
+
+ @property
+ def states(self) -> Dict[Type[Sentinel], Type[Sentinel]]:
+ """A dictionary like::
+
+ {CLIENT: , SERVER: }
+
+ See :ref:`state-machine` for details.
+
+ """
+ return dict(self._cstate.states)
+
+ @property
+ def our_state(self) -> Type[Sentinel]:
+ """The current state of whichever role we are playing. See
+ :ref:`state-machine` for details.
+ """
+ return self._cstate.states[self.our_role]
+
+ @property
+ def their_state(self) -> Type[Sentinel]:
+ """The current state of whichever role we are NOT playing. See
+ :ref:`state-machine` for details.
+ """
+ return self._cstate.states[self.their_role]
+
+ @property
+ def they_are_waiting_for_100_continue(self) -> bool:
+ return self.their_role is CLIENT and self.client_is_waiting_for_100_continue
+
+ def start_next_cycle(self) -> None:
+ """Attempt to reset our connection state for a new request/response
+ cycle.
+
+ If both client and server are in :data:`DONE` state, then resets them
+ both to :data:`IDLE` state in preparation for a new request/response
+ cycle on this same connection. Otherwise, raises a
+ :exc:`LocalProtocolError`.
+
+ See :ref:`keepalive-and-pipelining`.
+
+ """
+ old_states = dict(self._cstate.states)
+ self._cstate.start_next_cycle()
+ self._request_method = None
+ # self.their_http_version gets left alone, since it presumably lasts
+ # beyond a single request/response cycle
+ assert not self.client_is_waiting_for_100_continue
+ self._respond_to_state_changes(old_states)
+
+ def _process_error(self, role: Type[Sentinel]) -> None:
+ old_states = dict(self._cstate.states)
+ self._cstate.process_error(role)
+ self._respond_to_state_changes(old_states)
+
+ def _server_switch_event(self, event: Event) -> Optional[Type[Sentinel]]:
+ if type(event) is InformationalResponse and event.status_code == 101:
+ return _SWITCH_UPGRADE
+ if type(event) is Response:
+ if (
+ _SWITCH_CONNECT in self._cstate.pending_switch_proposals
+ and 200 <= event.status_code < 300
+ ):
+ return _SWITCH_CONNECT
+ return None
+
+ # All events go through here
+ def _process_event(self, role: Type[Sentinel], event: Event) -> None:
+ # First, pass the event through the state machine to make sure it
+ # succeeds.
+ old_states = dict(self._cstate.states)
+ if role is CLIENT and type(event) is Request:
+ if event.method == b"CONNECT":
+ self._cstate.process_client_switch_proposal(_SWITCH_CONNECT)
+ if get_comma_header(event.headers, b"upgrade"):
+ self._cstate.process_client_switch_proposal(_SWITCH_UPGRADE)
+ server_switch_event = None
+ if role is SERVER:
+ server_switch_event = self._server_switch_event(event)
+ self._cstate.process_event(role, type(event), server_switch_event)
+
+ # Then perform the updates triggered by it.
+
+ if type(event) is Request:
+ self._request_method = event.method
+
+ if role is self.their_role and type(event) in (
+ Request,
+ Response,
+ InformationalResponse,
+ ):
+ event = cast(Union[Request, Response, InformationalResponse], event)
+ self.their_http_version = event.http_version
+
+ # Keep alive handling
+ #
+ # RFC 7230 doesn't really say what one should do if Connection: close
+ # shows up on a 1xx InformationalResponse. I think the idea is that
+ # this is not supposed to happen. In any case, if it does happen, we
+ # ignore it.
+ if type(event) in (Request, Response) and not _keep_alive(
+ cast(Union[Request, Response], event)
+ ):
+ self._cstate.process_keep_alive_disabled()
+
+ # 100-continue
+ if type(event) is Request and has_expect_100_continue(event):
+ self.client_is_waiting_for_100_continue = True
+ if type(event) in (InformationalResponse, Response):
+ self.client_is_waiting_for_100_continue = False
+ if role is CLIENT and type(event) in (Data, EndOfMessage):
+ self.client_is_waiting_for_100_continue = False
+
+ self._respond_to_state_changes(old_states, event)
+
+ def _get_io_object(
+ self,
+ role: Type[Sentinel],
+ event: Optional[Event],
+ io_dict: Union[ReadersType, WritersType],
+ ) -> Optional[Callable[..., Any]]:
+ # event may be None; it's only used when entering SEND_BODY
+ state = self._cstate.states[role]
+ if state is SEND_BODY:
+ # Special case: the io_dict has a dict of reader/writer factories
+ # that depend on the request/response framing.
+ framing_type, args = _body_framing(
+ cast(bytes, self._request_method), cast(Union[Request, Response], event)
+ )
+ return io_dict[SEND_BODY][framing_type](*args) # type: ignore[index]
+ else:
+ # General case: the io_dict just has the appropriate reader/writer
+ # for this state
+ return io_dict.get((role, state)) # type: ignore[return-value]
+
+ # This must be called after any action that might have caused
+ # self._cstate.states to change.
+ def _respond_to_state_changes(
+ self,
+ old_states: Dict[Type[Sentinel], Type[Sentinel]],
+ event: Optional[Event] = None,
+ ) -> None:
+ # Update reader/writer
+ if self.our_state != old_states[self.our_role]:
+ self._writer = self._get_io_object(self.our_role, event, WRITERS)
+ if self.their_state != old_states[self.their_role]:
+ self._reader = self._get_io_object(self.their_role, event, READERS)
+
+ @property
+ def trailing_data(self) -> Tuple[bytes, bool]:
+ """Data that has been received, but not yet processed, represented as
+ a tuple with two elements, where the first is a byte-string containing
+ the unprocessed data itself, and the second is a bool that is True if
+ the receive connection was closed.
+
+ See :ref:`switching-protocols` for discussion of why you'd want this.
+ """
+ return (bytes(self._receive_buffer), self._receive_buffer_closed)
+
+ def receive_data(self, data: bytes) -> None:
+ """Add data to our internal receive buffer.
+
+ This does not actually do any processing on the data, just stores
+ it. To trigger processing, you have to call :meth:`next_event`.
+
+ Args:
+ data (:term:`bytes-like object`):
+ The new data that was just received.
+
+ Special case: If *data* is an empty byte-string like ``b""``,
+ then this indicates that the remote side has closed the
+ connection (end of file). Normally this is convenient, because
+ standard Python APIs like :meth:`file.read` or
+ :meth:`socket.recv` use ``b""`` to indicate end-of-file, while
+ other failures to read are indicated using other mechanisms
+ like raising :exc:`TimeoutError`. When using such an API you
+ can just blindly pass through whatever you get from ``read``
+ to :meth:`receive_data`, and everything will work.
+
+ But, if you have an API where reading an empty string is a
+ valid non-EOF condition, then you need to be aware of this and
+ make sure to check for such strings and avoid passing them to
+ :meth:`receive_data`.
+
+ Returns:
+ Nothing, but after calling this you should call :meth:`next_event`
+ to parse the newly received data.
+
+ Raises:
+ RuntimeError:
+ Raised if you pass an empty *data*, indicating EOF, and then
+ pass a non-empty *data*, indicating more data that somehow
+ arrived after the EOF.
+
+ (Calling ``receive_data(b"")`` multiple times is fine,
+ and equivalent to calling it once.)
+
+ """
+ if data:
+ if self._receive_buffer_closed:
+ raise RuntimeError("received close, then received more data?")
+ self._receive_buffer += data
+ else:
+ self._receive_buffer_closed = True
+
+ def _extract_next_receive_event(
+ self,
+ ) -> Union[Event, Type[NEED_DATA], Type[PAUSED]]:
+ state = self.their_state
+ # We don't pause immediately when they enter DONE, because even in
+ # DONE state we can still process a ConnectionClosed() event. But
+ # if we have data in our buffer, then we definitely aren't getting
+ # a ConnectionClosed() immediately and we need to pause.
+ if state is DONE and self._receive_buffer:
+ return PAUSED
+ if state is MIGHT_SWITCH_PROTOCOL or state is SWITCHED_PROTOCOL:
+ return PAUSED
+ assert self._reader is not None
+ event = self._reader(self._receive_buffer)
+ if event is None:
+ if not self._receive_buffer and self._receive_buffer_closed:
+ # In some unusual cases (basically just HTTP/1.0 bodies), EOF
+ # triggers an actual protocol event; in that case, we want to
+ # return that event, and then the state will change and we'll
+ # get called again to generate the actual ConnectionClosed().
+ if hasattr(self._reader, "read_eof"):
+ event = self._reader.read_eof()
+ else:
+ event = ConnectionClosed()
+ if event is None:
+ event = NEED_DATA
+ return event # type: ignore[no-any-return]
+
+ def next_event(self) -> Union[Event, Type[NEED_DATA], Type[PAUSED]]:
+ """Parse the next event out of our receive buffer, update our internal
+ state, and return it.
+
+ This is a mutating operation -- think of it like calling :func:`next`
+ on an iterator.
+
+ Returns:
+ : One of three things:
+
+ 1) An event object -- see :ref:`events`.
+
+ 2) The special constant :data:`NEED_DATA`, which indicates that
+ you need to read more data from your socket and pass it to
+ :meth:`receive_data` before this method will be able to return
+ any more events.
+
+ 3) The special constant :data:`PAUSED`, which indicates that we
+ are not in a state where we can process incoming data (usually
+ because the peer has finished their part of the current
+ request/response cycle, and you have not yet called
+ :meth:`start_next_cycle`). See :ref:`flow-control` for details.
+
+ Raises:
+ RemoteProtocolError:
+ The peer has misbehaved. You should close the connection
+ (possibly after sending some kind of 4xx response).
+
+ Once this method returns :class:`ConnectionClosed` once, then all
+ subsequent calls will also return :class:`ConnectionClosed`.
+
+ If this method raises any exception besides :exc:`RemoteProtocolError`
+ then that's a bug -- if it happens please file a bug report!
+
+ If this method raises any exception then it also sets
+ :attr:`Connection.their_state` to :data:`ERROR` -- see
+ :ref:`error-handling` for discussion.
+
+ """
+
+ if self.their_state is ERROR:
+ raise RemoteProtocolError("Can't receive data when peer state is ERROR")
+ try:
+ event = self._extract_next_receive_event()
+ if event not in [NEED_DATA, PAUSED]:
+ self._process_event(self.their_role, cast(Event, event))
+ if event is NEED_DATA:
+ if len(self._receive_buffer) > self._max_incomplete_event_size:
+ # 431 is "Request header fields too large" which is pretty
+ # much the only situation where we can get here
+ raise RemoteProtocolError(
+ "Receive buffer too long", error_status_hint=431
+ )
+ if self._receive_buffer_closed:
+ # We're still trying to complete some event, but that's
+ # never going to happen because no more data is coming
+ raise RemoteProtocolError("peer unexpectedly closed connection")
+ return event
+ except BaseException as exc:
+ self._process_error(self.their_role)
+ if isinstance(exc, LocalProtocolError):
+ exc._reraise_as_remote_protocol_error()
+ else:
+ raise
+
+ @overload
+ def send(self, event: ConnectionClosed) -> None:
+ ...
+
+ @overload
+ def send(
+ self, event: Union[Request, InformationalResponse, Response, Data, EndOfMessage]
+ ) -> bytes:
+ ...
+
+ @overload
+ def send(self, event: Event) -> Optional[bytes]:
+ ...
+
+ def send(self, event: Event) -> Optional[bytes]:
+ """Convert a high-level event into bytes that can be sent to the peer,
+ while updating our internal state machine.
+
+ Args:
+ event: The :ref:`event ` to send.
+
+ Returns:
+ If ``type(event) is ConnectionClosed``, then returns
+ ``None``. Otherwise, returns a :term:`bytes-like object`.
+
+ Raises:
+ LocalProtocolError:
+ Sending this event at this time would violate our
+ understanding of the HTTP/1.1 protocol.
+
+ If this method raises any exception then it also sets
+ :attr:`Connection.our_state` to :data:`ERROR` -- see
+ :ref:`error-handling` for discussion.
+
+ """
+ data_list = self.send_with_data_passthrough(event)
+ if data_list is None:
+ return None
+ else:
+ return b"".join(data_list)
+
+ def send_with_data_passthrough(self, event: Event) -> Optional[List[bytes]]:
+ """Identical to :meth:`send`, except that in situations where
+ :meth:`send` returns a single :term:`bytes-like object`, this instead
+ returns a list of them -- and when sending a :class:`Data` event, this
+ list is guaranteed to contain the exact object you passed in as
+ :attr:`Data.data`. See :ref:`sendfile` for discussion.
+
+ """
+ if self.our_state is ERROR:
+ raise LocalProtocolError("Can't send data when our state is ERROR")
+ try:
+ if type(event) is Response:
+ event = self._clean_up_response_headers_for_sending(event)
+ # We want to call _process_event before calling the writer,
+ # because if someone tries to do something invalid then this will
+ # give a sensible error message, while our writers all just assume
+ # they will only receive valid events. But, _process_event might
+ # change self._writer. So we have to do a little dance:
+ writer = self._writer
+ self._process_event(self.our_role, event)
+ if type(event) is ConnectionClosed:
+ return None
+ else:
+ # In any situation where writer is None, process_event should
+ # have raised ProtocolError
+ assert writer is not None
+ data_list: List[bytes] = []
+ writer(event, data_list.append)
+ return data_list
+ except:
+ self._process_error(self.our_role)
+ raise
+
+ def send_failed(self) -> None:
+ """Notify the state machine that we failed to send the data it gave
+ us.
+
+ This causes :attr:`Connection.our_state` to immediately become
+ :data:`ERROR` -- see :ref:`error-handling` for discussion.
+
+ """
+ self._process_error(self.our_role)
+
+ # When sending a Response, we take responsibility for a few things:
+ #
+ # - Sometimes you MUST set Connection: close. We take care of those
+ # times. (You can also set it yourself if you want, and if you do then
+ # we'll respect that and close the connection at the right time. But you
+ # don't have to worry about that unless you want to.)
+ #
+ # - The user has to set Content-Length if they want it. Otherwise, for
+ # responses that have bodies (e.g. not HEAD), then we will automatically
+ # select the right mechanism for streaming a body of unknown length,
+ # which depends on depending on the peer's HTTP version.
+ #
+ # This function's *only* responsibility is making sure headers are set up
+ # right -- everything downstream just looks at the headers. There are no
+ # side channels.
+ def _clean_up_response_headers_for_sending(self, response: Response) -> Response:
+ assert type(response) is Response
+
+ headers = response.headers
+ need_close = False
+
+ # HEAD requests need some special handling: they always act like they
+ # have Content-Length: 0, and that's how _body_framing treats
+ # them. But their headers are supposed to match what we would send if
+ # the request was a GET. (Technically there is one deviation allowed:
+ # we're allowed to leave out the framing headers -- see
+ # https://tools.ietf.org/html/rfc7231#section-4.3.2 . But it's just as
+ # easy to get them right.)
+ method_for_choosing_headers = cast(bytes, self._request_method)
+ if method_for_choosing_headers == b"HEAD":
+ method_for_choosing_headers = b"GET"
+ framing_type, _ = _body_framing(method_for_choosing_headers, response)
+ if framing_type in ("chunked", "http/1.0"):
+ # This response has a body of unknown length.
+ # If our peer is HTTP/1.1, we use Transfer-Encoding: chunked
+ # If our peer is HTTP/1.0, we use no framing headers, and close the
+ # connection afterwards.
+ #
+ # Make sure to clear Content-Length (in principle user could have
+ # set both and then we ignored Content-Length b/c
+ # Transfer-Encoding overwrote it -- this would be naughty of them,
+ # but the HTTP spec says that if our peer does this then we have
+ # to fix it instead of erroring out, so we'll accord the user the
+ # same respect).
+ headers = set_comma_header(headers, b"content-length", [])
+ if self.their_http_version is None or self.their_http_version < b"1.1":
+ # Either we never got a valid request and are sending back an
+ # error (their_http_version is None), so we assume the worst;
+ # or else we did get a valid HTTP/1.0 request, so we know that
+ # they don't understand chunked encoding.
+ headers = set_comma_header(headers, b"transfer-encoding", [])
+ # This is actually redundant ATM, since currently we
+ # unconditionally disable keep-alive when talking to HTTP/1.0
+ # peers. But let's be defensive just in case we add
+ # Connection: keep-alive support later:
+ if self._request_method != b"HEAD":
+ need_close = True
+ else:
+ headers = set_comma_header(headers, b"transfer-encoding", [b"chunked"])
+
+ if not self._cstate.keep_alive or need_close:
+ # Make sure Connection: close is set
+ connection = set(get_comma_header(headers, b"connection"))
+ connection.discard(b"keep-alive")
+ connection.add(b"close")
+ headers = set_comma_header(headers, b"connection", sorted(connection))
+
+ return Response(
+ headers=headers,
+ status_code=response.status_code,
+ http_version=response.http_version,
+ reason=response.reason,
+ )
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_events.py b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_events.py
new file mode 100644
index 0000000000000000000000000000000000000000..ca1c3adbde2c4e7710482a18e3471f91f1da610e
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_events.py
@@ -0,0 +1,369 @@
+# High level events that make up HTTP/1.1 conversations. Loosely inspired by
+# the corresponding events in hyper-h2:
+#
+# http://python-hyper.org/h2/en/stable/api.html#events
+#
+# Don't subclass these. Stuff will break.
+
+import re
+from abc import ABC
+from dataclasses import dataclass
+from typing import List, Tuple, Union
+
+from ._abnf import method, request_target
+from ._headers import Headers, normalize_and_validate
+from ._util import bytesify, LocalProtocolError, validate
+
+# Everything in __all__ gets re-exported as part of the h11 public API.
+__all__ = [
+ "Event",
+ "Request",
+ "InformationalResponse",
+ "Response",
+ "Data",
+ "EndOfMessage",
+ "ConnectionClosed",
+]
+
+method_re = re.compile(method.encode("ascii"))
+request_target_re = re.compile(request_target.encode("ascii"))
+
+
+class Event(ABC):
+ """
+ Base class for h11 events.
+ """
+
+ __slots__ = ()
+
+
+@dataclass(init=False, frozen=True)
+class Request(Event):
+ """The beginning of an HTTP request.
+
+ Fields:
+
+ .. attribute:: method
+
+ An HTTP method, e.g. ``b"GET"`` or ``b"POST"``. Always a byte
+ string. :term:`Bytes-like objects ` and native
+ strings containing only ascii characters will be automatically
+ converted to byte strings.
+
+ .. attribute:: target
+
+ The target of an HTTP request, e.g. ``b"/index.html"``, or one of the
+ more exotic formats described in `RFC 7320, section 5.3
+ `_. Always a byte
+ string. :term:`Bytes-like objects ` and native
+ strings containing only ascii characters will be automatically
+ converted to byte strings.
+
+ .. attribute:: headers
+
+ Request headers, represented as a list of (name, value) pairs. See
+ :ref:`the header normalization rules ` for details.
+
+ .. attribute:: http_version
+
+ The HTTP protocol version, represented as a byte string like
+ ``b"1.1"``. See :ref:`the HTTP version normalization rules
+ ` for details.
+
+ """
+
+ __slots__ = ("method", "headers", "target", "http_version")
+
+ method: bytes
+ headers: Headers
+ target: bytes
+ http_version: bytes
+
+ def __init__(
+ self,
+ *,
+ method: Union[bytes, str],
+ headers: Union[Headers, List[Tuple[bytes, bytes]], List[Tuple[str, str]]],
+ target: Union[bytes, str],
+ http_version: Union[bytes, str] = b"1.1",
+ _parsed: bool = False,
+ ) -> None:
+ super().__init__()
+ if isinstance(headers, Headers):
+ object.__setattr__(self, "headers", headers)
+ else:
+ object.__setattr__(
+ self, "headers", normalize_and_validate(headers, _parsed=_parsed)
+ )
+ if not _parsed:
+ object.__setattr__(self, "method", bytesify(method))
+ object.__setattr__(self, "target", bytesify(target))
+ object.__setattr__(self, "http_version", bytesify(http_version))
+ else:
+ object.__setattr__(self, "method", method)
+ object.__setattr__(self, "target", target)
+ object.__setattr__(self, "http_version", http_version)
+
+ # "A server MUST respond with a 400 (Bad Request) status code to any
+ # HTTP/1.1 request message that lacks a Host header field and to any
+ # request message that contains more than one Host header field or a
+ # Host header field with an invalid field-value."
+ # -- https://tools.ietf.org/html/rfc7230#section-5.4
+ host_count = 0
+ for name, value in self.headers:
+ if name == b"host":
+ host_count += 1
+ if self.http_version == b"1.1" and host_count == 0:
+ raise LocalProtocolError("Missing mandatory Host: header")
+ if host_count > 1:
+ raise LocalProtocolError("Found multiple Host: headers")
+
+ validate(method_re, self.method, "Illegal method characters")
+ validate(request_target_re, self.target, "Illegal target characters")
+
+ # This is an unhashable type.
+ __hash__ = None # type: ignore
+
+
+@dataclass(init=False, frozen=True)
+class _ResponseBase(Event):
+ __slots__ = ("headers", "http_version", "reason", "status_code")
+
+ headers: Headers
+ http_version: bytes
+ reason: bytes
+ status_code: int
+
+ def __init__(
+ self,
+ *,
+ headers: Union[Headers, List[Tuple[bytes, bytes]], List[Tuple[str, str]]],
+ status_code: int,
+ http_version: Union[bytes, str] = b"1.1",
+ reason: Union[bytes, str] = b"",
+ _parsed: bool = False,
+ ) -> None:
+ super().__init__()
+ if isinstance(headers, Headers):
+ object.__setattr__(self, "headers", headers)
+ else:
+ object.__setattr__(
+ self, "headers", normalize_and_validate(headers, _parsed=_parsed)
+ )
+ if not _parsed:
+ object.__setattr__(self, "reason", bytesify(reason))
+ object.__setattr__(self, "http_version", bytesify(http_version))
+ if not isinstance(status_code, int):
+ raise LocalProtocolError("status code must be integer")
+ # Because IntEnum objects are instances of int, but aren't
+ # duck-compatible (sigh), see gh-72.
+ object.__setattr__(self, "status_code", int(status_code))
+ else:
+ object.__setattr__(self, "reason", reason)
+ object.__setattr__(self, "http_version", http_version)
+ object.__setattr__(self, "status_code", status_code)
+
+ self.__post_init__()
+
+ def __post_init__(self) -> None:
+ pass
+
+ # This is an unhashable type.
+ __hash__ = None # type: ignore
+
+
+@dataclass(init=False, frozen=True)
+class InformationalResponse(_ResponseBase):
+ """An HTTP informational response.
+
+ Fields:
+
+ .. attribute:: status_code
+
+ The status code of this response, as an integer. For an
+ :class:`InformationalResponse`, this is always in the range [100,
+ 200).
+
+ .. attribute:: headers
+
+ Request headers, represented as a list of (name, value) pairs. See
+ :ref:`the header normalization rules ` for
+ details.
+
+ .. attribute:: http_version
+
+ The HTTP protocol version, represented as a byte string like
+ ``b"1.1"``. See :ref:`the HTTP version normalization rules
+ ` for details.
+
+ .. attribute:: reason
+
+ The reason phrase of this response, as a byte string. For example:
+ ``b"OK"``, or ``b"Not Found"``.
+
+ """
+
+ def __post_init__(self) -> None:
+ if not (100 <= self.status_code < 200):
+ raise LocalProtocolError(
+ "InformationalResponse status_code should be in range "
+ "[100, 200), not {}".format(self.status_code)
+ )
+
+ # This is an unhashable type.
+ __hash__ = None # type: ignore
+
+
+@dataclass(init=False, frozen=True)
+class Response(_ResponseBase):
+ """The beginning of an HTTP response.
+
+ Fields:
+
+ .. attribute:: status_code
+
+ The status code of this response, as an integer. For an
+ :class:`Response`, this is always in the range [200,
+ 1000).
+
+ .. attribute:: headers
+
+ Request headers, represented as a list of (name, value) pairs. See
+ :ref:`the header normalization rules ` for details.
+
+ .. attribute:: http_version
+
+ The HTTP protocol version, represented as a byte string like
+ ``b"1.1"``. See :ref:`the HTTP version normalization rules
+ ` for details.
+
+ .. attribute:: reason
+
+ The reason phrase of this response, as a byte string. For example:
+ ``b"OK"``, or ``b"Not Found"``.
+
+ """
+
+ def __post_init__(self) -> None:
+ if not (200 <= self.status_code < 1000):
+ raise LocalProtocolError(
+ "Response status_code should be in range [200, 1000), not {}".format(
+ self.status_code
+ )
+ )
+
+ # This is an unhashable type.
+ __hash__ = None # type: ignore
+
+
+@dataclass(init=False, frozen=True)
+class Data(Event):
+ """Part of an HTTP message body.
+
+ Fields:
+
+ .. attribute:: data
+
+ A :term:`bytes-like object` containing part of a message body. Or, if
+ using the ``combine=False`` argument to :meth:`Connection.send`, then
+ any object that your socket writing code knows what to do with, and for
+ which calling :func:`len` returns the number of bytes that will be
+ written -- see :ref:`sendfile` for details.
+
+ .. attribute:: chunk_start
+
+ A marker that indicates whether this data object is from the start of a
+ chunked transfer encoding chunk. This field is ignored when when a Data
+ event is provided to :meth:`Connection.send`: it is only valid on
+ events emitted from :meth:`Connection.next_event`. You probably
+ shouldn't use this attribute at all; see
+ :ref:`chunk-delimiters-are-bad` for details.
+
+ .. attribute:: chunk_end
+
+ A marker that indicates whether this data object is the last for a
+ given chunked transfer encoding chunk. This field is ignored when when
+ a Data event is provided to :meth:`Connection.send`: it is only valid
+ on events emitted from :meth:`Connection.next_event`. You probably
+ shouldn't use this attribute at all; see
+ :ref:`chunk-delimiters-are-bad` for details.
+
+ """
+
+ __slots__ = ("data", "chunk_start", "chunk_end")
+
+ data: bytes
+ chunk_start: bool
+ chunk_end: bool
+
+ def __init__(
+ self, data: bytes, chunk_start: bool = False, chunk_end: bool = False
+ ) -> None:
+ object.__setattr__(self, "data", data)
+ object.__setattr__(self, "chunk_start", chunk_start)
+ object.__setattr__(self, "chunk_end", chunk_end)
+
+ # This is an unhashable type.
+ __hash__ = None # type: ignore
+
+
+# XX FIXME: "A recipient MUST ignore (or consider as an error) any fields that
+# are forbidden to be sent in a trailer, since processing them as if they were
+# present in the header section might bypass external security filters."
+# https://svn.tools.ietf.org/svn/wg/httpbis/specs/rfc7230.html#chunked.trailer.part
+# Unfortunately, the list of forbidden fields is long and vague :-/
+@dataclass(init=False, frozen=True)
+class EndOfMessage(Event):
+ """The end of an HTTP message.
+
+ Fields:
+
+ .. attribute:: headers
+
+ Default value: ``[]``
+
+ Any trailing headers attached to this message, represented as a list of
+ (name, value) pairs. See :ref:`the header normalization rules
+ ` for details.
+
+ Must be empty unless ``Transfer-Encoding: chunked`` is in use.
+
+ """
+
+ __slots__ = ("headers",)
+
+ headers: Headers
+
+ def __init__(
+ self,
+ *,
+ headers: Union[
+ Headers, List[Tuple[bytes, bytes]], List[Tuple[str, str]], None
+ ] = None,
+ _parsed: bool = False,
+ ) -> None:
+ super().__init__()
+ if headers is None:
+ headers = Headers([])
+ elif not isinstance(headers, Headers):
+ headers = normalize_and_validate(headers, _parsed=_parsed)
+
+ object.__setattr__(self, "headers", headers)
+
+ # This is an unhashable type.
+ __hash__ = None # type: ignore
+
+
+@dataclass(frozen=True)
+class ConnectionClosed(Event):
+ """This event indicates that the sender has closed their outgoing
+ connection.
+
+ Note that this does not necessarily mean that they can't *receive* further
+ data, because TCP connections are composed to two one-way channels which
+ can be closed independently. See :ref:`closing` for details.
+
+ No fields.
+ """
+
+ pass
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_headers.py b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_headers.py
new file mode 100644
index 0000000000000000000000000000000000000000..31da3e2b23b55a624b36f105e62a6902e63286aa
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_headers.py
@@ -0,0 +1,282 @@
+import re
+from typing import AnyStr, cast, List, overload, Sequence, Tuple, TYPE_CHECKING, Union
+
+from ._abnf import field_name, field_value
+from ._util import bytesify, LocalProtocolError, validate
+
+if TYPE_CHECKING:
+ from ._events import Request
+
+try:
+ from typing import Literal
+except ImportError:
+ from typing_extensions import Literal # type: ignore
+
+CONTENT_LENGTH_MAX_DIGITS = 20 # allow up to 1 billion TB - 1
+
+
+# Facts
+# -----
+#
+# Headers are:
+# keys: case-insensitive ascii
+# values: mixture of ascii and raw bytes
+#
+# "Historically, HTTP has allowed field content with text in the ISO-8859-1
+# charset [ISO-8859-1], supporting other charsets only through use of
+# [RFC2047] encoding. In practice, most HTTP header field values use only a
+# subset of the US-ASCII charset [USASCII]. Newly defined header fields SHOULD
+# limit their field values to US-ASCII octets. A recipient SHOULD treat other
+# octets in field content (obs-text) as opaque data."
+# And it deprecates all non-ascii values
+#
+# Leading/trailing whitespace in header names is forbidden
+#
+# Values get leading/trailing whitespace stripped
+#
+# Content-Disposition actually needs to contain unicode semantically; to
+# accomplish this it has a terrifically weird way of encoding the filename
+# itself as ascii (and even this still has lots of cross-browser
+# incompatibilities)
+#
+# Order is important:
+# "a proxy MUST NOT change the order of these field values when forwarding a
+# message"
+# (and there are several headers where the order indicates a preference)
+#
+# Multiple occurences of the same header:
+# "A sender MUST NOT generate multiple header fields with the same field name
+# in a message unless either the entire field value for that header field is
+# defined as a comma-separated list [or the header is Set-Cookie which gets a
+# special exception]" - RFC 7230. (cookies are in RFC 6265)
+#
+# So every header aside from Set-Cookie can be merged by b", ".join if it
+# occurs repeatedly. But, of course, they can't necessarily be split by
+# .split(b","), because quoting.
+#
+# Given all this mess (case insensitive, duplicates allowed, order is
+# important, ...), there doesn't appear to be any standard way to handle
+# headers in Python -- they're almost like dicts, but... actually just
+# aren't. For now we punt and just use a super simple representation: headers
+# are a list of pairs
+#
+# [(name1, value1), (name2, value2), ...]
+#
+# where all entries are bytestrings, names are lowercase and have no
+# leading/trailing whitespace, and values are bytestrings with no
+# leading/trailing whitespace. Searching and updating are done via naive O(n)
+# methods.
+#
+# Maybe a dict-of-lists would be better?
+
+_content_length_re = re.compile(rb"[0-9]+")
+_field_name_re = re.compile(field_name.encode("ascii"))
+_field_value_re = re.compile(field_value.encode("ascii"))
+
+
+class Headers(Sequence[Tuple[bytes, bytes]]):
+ """
+ A list-like interface that allows iterating over headers as byte-pairs
+ of (lowercased-name, value).
+
+ Internally we actually store the representation as three-tuples,
+ including both the raw original casing, in order to preserve casing
+ over-the-wire, and the lowercased name, for case-insensitive comparisions.
+
+ r = Request(
+ method="GET",
+ target="/",
+ headers=[("Host", "example.org"), ("Connection", "keep-alive")],
+ http_version="1.1",
+ )
+ assert r.headers == [
+ (b"host", b"example.org"),
+ (b"connection", b"keep-alive")
+ ]
+ assert r.headers.raw_items() == [
+ (b"Host", b"example.org"),
+ (b"Connection", b"keep-alive")
+ ]
+ """
+
+ __slots__ = "_full_items"
+
+ def __init__(self, full_items: List[Tuple[bytes, bytes, bytes]]) -> None:
+ self._full_items = full_items
+
+ def __bool__(self) -> bool:
+ return bool(self._full_items)
+
+ def __eq__(self, other: object) -> bool:
+ return list(self) == list(other) # type: ignore
+
+ def __len__(self) -> int:
+ return len(self._full_items)
+
+ def __repr__(self) -> str:
+ return "" % repr(list(self))
+
+ def __getitem__(self, idx: int) -> Tuple[bytes, bytes]: # type: ignore[override]
+ _, name, value = self._full_items[idx]
+ return (name, value)
+
+ def raw_items(self) -> List[Tuple[bytes, bytes]]:
+ return [(raw_name, value) for raw_name, _, value in self._full_items]
+
+
+HeaderTypes = Union[
+ List[Tuple[bytes, bytes]],
+ List[Tuple[bytes, str]],
+ List[Tuple[str, bytes]],
+ List[Tuple[str, str]],
+]
+
+
+@overload
+def normalize_and_validate(headers: Headers, _parsed: Literal[True]) -> Headers:
+ ...
+
+
+@overload
+def normalize_and_validate(headers: HeaderTypes, _parsed: Literal[False]) -> Headers:
+ ...
+
+
+@overload
+def normalize_and_validate(
+ headers: Union[Headers, HeaderTypes], _parsed: bool = False
+) -> Headers:
+ ...
+
+
+def normalize_and_validate(
+ headers: Union[Headers, HeaderTypes], _parsed: bool = False
+) -> Headers:
+ new_headers = []
+ seen_content_length = None
+ saw_transfer_encoding = False
+ for name, value in headers:
+ # For headers coming out of the parser, we can safely skip some steps,
+ # because it always returns bytes and has already run these regexes
+ # over the data:
+ if not _parsed:
+ name = bytesify(name)
+ value = bytesify(value)
+ validate(_field_name_re, name, "Illegal header name {!r}", name)
+ validate(_field_value_re, value, "Illegal header value {!r}", value)
+ assert isinstance(name, bytes)
+ assert isinstance(value, bytes)
+
+ raw_name = name
+ name = name.lower()
+ if name == b"content-length":
+ lengths = {length.strip() for length in value.split(b",")}
+ if len(lengths) != 1:
+ raise LocalProtocolError("conflicting Content-Length headers")
+ value = lengths.pop()
+ validate(_content_length_re, value, "bad Content-Length")
+ if len(value) > CONTENT_LENGTH_MAX_DIGITS:
+ raise LocalProtocolError("bad Content-Length")
+ if seen_content_length is None:
+ seen_content_length = value
+ new_headers.append((raw_name, name, value))
+ elif seen_content_length != value:
+ raise LocalProtocolError("conflicting Content-Length headers")
+ elif name == b"transfer-encoding":
+ # "A server that receives a request message with a transfer coding
+ # it does not understand SHOULD respond with 501 (Not
+ # Implemented)."
+ # https://tools.ietf.org/html/rfc7230#section-3.3.1
+ if saw_transfer_encoding:
+ raise LocalProtocolError(
+ "multiple Transfer-Encoding headers", error_status_hint=501
+ )
+ # "All transfer-coding names are case-insensitive"
+ # -- https://tools.ietf.org/html/rfc7230#section-4
+ value = value.lower()
+ if value != b"chunked":
+ raise LocalProtocolError(
+ "Only Transfer-Encoding: chunked is supported",
+ error_status_hint=501,
+ )
+ saw_transfer_encoding = True
+ new_headers.append((raw_name, name, value))
+ else:
+ new_headers.append((raw_name, name, value))
+ return Headers(new_headers)
+
+
+def get_comma_header(headers: Headers, name: bytes) -> List[bytes]:
+ # Should only be used for headers whose value is a list of
+ # comma-separated, case-insensitive values.
+ #
+ # The header name `name` is expected to be lower-case bytes.
+ #
+ # Connection: meets these criteria (including cast insensitivity).
+ #
+ # Content-Length: technically is just a single value (1*DIGIT), but the
+ # standard makes reference to implementations that do multiple values, and
+ # using this doesn't hurt. Ditto, case insensitivity doesn't things either
+ # way.
+ #
+ # Transfer-Encoding: is more complex (allows for quoted strings), so
+ # splitting on , is actually wrong. For example, this is legal:
+ #
+ # Transfer-Encoding: foo; options="1,2", chunked
+ #
+ # and should be parsed as
+ #
+ # foo; options="1,2"
+ # chunked
+ #
+ # but this naive function will parse it as
+ #
+ # foo; options="1
+ # 2"
+ # chunked
+ #
+ # However, this is okay because the only thing we are going to do with
+ # any Transfer-Encoding is reject ones that aren't just "chunked", so
+ # both of these will be treated the same anyway.
+ #
+ # Expect: the only legal value is the literal string
+ # "100-continue". Splitting on commas is harmless. Case insensitive.
+ #
+ out: List[bytes] = []
+ for _, found_name, found_raw_value in headers._full_items:
+ if found_name == name:
+ found_raw_value = found_raw_value.lower()
+ for found_split_value in found_raw_value.split(b","):
+ found_split_value = found_split_value.strip()
+ if found_split_value:
+ out.append(found_split_value)
+ return out
+
+
+def set_comma_header(headers: Headers, name: bytes, new_values: List[bytes]) -> Headers:
+ # The header name `name` is expected to be lower-case bytes.
+ #
+ # Note that when we store the header we use title casing for the header
+ # names, in order to match the conventional HTTP header style.
+ #
+ # Simply calling `.title()` is a blunt approach, but it's correct
+ # here given the cases where we're using `set_comma_header`...
+ #
+ # Connection, Content-Length, Transfer-Encoding.
+ new_headers: List[Tuple[bytes, bytes]] = []
+ for found_raw_name, found_name, found_raw_value in headers._full_items:
+ if found_name != name:
+ new_headers.append((found_raw_name, found_raw_value))
+ for new_value in new_values:
+ new_headers.append((name.title(), new_value))
+ return normalize_and_validate(new_headers)
+
+
+def has_expect_100_continue(request: "Request") -> bool:
+ # https://tools.ietf.org/html/rfc7231#section-5.1.1
+ # "A server that receives a 100-continue expectation in an HTTP/1.0 request
+ # MUST ignore that expectation."
+ if request.http_version < b"1.1":
+ return False
+ expect = get_comma_header(request.headers, b"expect")
+ return b"100-continue" in expect
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_readers.py b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_readers.py
new file mode 100644
index 0000000000000000000000000000000000000000..576804cc282032526e0a932c9853d586a094bad0
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_readers.py
@@ -0,0 +1,250 @@
+# Code to read HTTP data
+#
+# Strategy: each reader is a callable which takes a ReceiveBuffer object, and
+# either:
+# 1) consumes some of it and returns an Event
+# 2) raises a LocalProtocolError (for consistency -- e.g. we call validate()
+# and it might raise a LocalProtocolError, so simpler just to always use
+# this)
+# 3) returns None, meaning "I need more data"
+#
+# If they have a .read_eof attribute, then this will be called if an EOF is
+# received -- but this is optional. Either way, the actual ConnectionClosed
+# event will be generated afterwards.
+#
+# READERS is a dict describing how to pick a reader. It maps states to either:
+# - a reader
+# - or, for body readers, a dict of per-framing reader factories
+
+import re
+from typing import Any, Callable, Dict, Iterable, NoReturn, Optional, Tuple, Type, Union
+
+from ._abnf import chunk_header, header_field, request_line, status_line
+from ._events import Data, EndOfMessage, InformationalResponse, Request, Response
+from ._receivebuffer import ReceiveBuffer
+from ._state import (
+ CLIENT,
+ CLOSED,
+ DONE,
+ IDLE,
+ MUST_CLOSE,
+ SEND_BODY,
+ SEND_RESPONSE,
+ SERVER,
+)
+from ._util import LocalProtocolError, RemoteProtocolError, Sentinel, validate
+
+__all__ = ["READERS"]
+
+header_field_re = re.compile(header_field.encode("ascii"))
+obs_fold_re = re.compile(rb"[ \t]+")
+
+
+def _obsolete_line_fold(lines: Iterable[bytes]) -> Iterable[bytes]:
+ it = iter(lines)
+ last: Optional[bytes] = None
+ for line in it:
+ match = obs_fold_re.match(line)
+ if match:
+ if last is None:
+ raise LocalProtocolError("continuation line at start of headers")
+ if not isinstance(last, bytearray):
+ # Cast to a mutable type, avoiding copy on append to ensure O(n) time
+ last = bytearray(last)
+ last += b" "
+ last += line[match.end() :]
+ else:
+ if last is not None:
+ yield last
+ last = line
+ if last is not None:
+ yield last
+
+
+def _decode_header_lines(
+ lines: Iterable[bytes],
+) -> Iterable[Tuple[bytes, bytes]]:
+ for line in _obsolete_line_fold(lines):
+ matches = validate(header_field_re, line, "illegal header line: {!r}", line)
+ yield (matches["field_name"], matches["field_value"])
+
+
+request_line_re = re.compile(request_line.encode("ascii"))
+
+
+def maybe_read_from_IDLE_client(buf: ReceiveBuffer) -> Optional[Request]:
+ lines = buf.maybe_extract_lines()
+ if lines is None:
+ if buf.is_next_line_obviously_invalid_request_line():
+ raise LocalProtocolError("illegal request line")
+ return None
+ if not lines:
+ raise LocalProtocolError("no request line received")
+ matches = validate(
+ request_line_re, lines[0], "illegal request line: {!r}", lines[0]
+ )
+ return Request(
+ headers=list(_decode_header_lines(lines[1:])), _parsed=True, **matches
+ )
+
+
+status_line_re = re.compile(status_line.encode("ascii"))
+
+
+def maybe_read_from_SEND_RESPONSE_server(
+ buf: ReceiveBuffer,
+) -> Union[InformationalResponse, Response, None]:
+ lines = buf.maybe_extract_lines()
+ if lines is None:
+ if buf.is_next_line_obviously_invalid_request_line():
+ raise LocalProtocolError("illegal request line")
+ return None
+ if not lines:
+ raise LocalProtocolError("no response line received")
+ matches = validate(status_line_re, lines[0], "illegal status line: {!r}", lines[0])
+ http_version = (
+ b"1.1" if matches["http_version"] is None else matches["http_version"]
+ )
+ reason = b"" if matches["reason"] is None else matches["reason"]
+ status_code = int(matches["status_code"])
+ class_: Union[Type[InformationalResponse], Type[Response]] = (
+ InformationalResponse if status_code < 200 else Response
+ )
+ return class_(
+ headers=list(_decode_header_lines(lines[1:])),
+ _parsed=True,
+ status_code=status_code,
+ reason=reason,
+ http_version=http_version,
+ )
+
+
+class ContentLengthReader:
+ def __init__(self, length: int) -> None:
+ self._length = length
+ self._remaining = length
+
+ def __call__(self, buf: ReceiveBuffer) -> Union[Data, EndOfMessage, None]:
+ if self._remaining == 0:
+ return EndOfMessage()
+ data = buf.maybe_extract_at_most(self._remaining)
+ if data is None:
+ return None
+ self._remaining -= len(data)
+ return Data(data=data)
+
+ def read_eof(self) -> NoReturn:
+ raise RemoteProtocolError(
+ "peer closed connection without sending complete message body "
+ "(received {} bytes, expected {})".format(
+ self._length - self._remaining, self._length
+ )
+ )
+
+
+chunk_header_re = re.compile(chunk_header.encode("ascii"))
+
+
+class ChunkedReader:
+ def __init__(self) -> None:
+ self._bytes_in_chunk = 0
+ # After reading a chunk, we have to throw away the trailing \r\n.
+ # This tracks the bytes that we need to match and throw away.
+ self._bytes_to_discard = b""
+ self._reading_trailer = False
+
+ def __call__(self, buf: ReceiveBuffer) -> Union[Data, EndOfMessage, None]:
+ if self._reading_trailer:
+ lines = buf.maybe_extract_lines()
+ if lines is None:
+ return None
+ return EndOfMessage(headers=list(_decode_header_lines(lines)))
+ if self._bytes_to_discard:
+ data = buf.maybe_extract_at_most(len(self._bytes_to_discard))
+ if data is None:
+ return None
+ if data != self._bytes_to_discard[: len(data)]:
+ raise LocalProtocolError(
+ f"malformed chunk footer: {data!r} (expected {self._bytes_to_discard!r})"
+ )
+ self._bytes_to_discard = self._bytes_to_discard[len(data) :]
+ if self._bytes_to_discard:
+ return None
+ # else, fall through and read some more
+ assert self._bytes_to_discard == b""
+ if self._bytes_in_chunk == 0:
+ # We need to refill our chunk count
+ chunk_header = buf.maybe_extract_next_line()
+ if chunk_header is None:
+ return None
+ matches = validate(
+ chunk_header_re,
+ chunk_header,
+ "illegal chunk header: {!r}",
+ chunk_header,
+ )
+ # XX FIXME: we discard chunk extensions. Does anyone care?
+ self._bytes_in_chunk = int(matches["chunk_size"], base=16)
+ if self._bytes_in_chunk == 0:
+ self._reading_trailer = True
+ return self(buf)
+ chunk_start = True
+ else:
+ chunk_start = False
+ assert self._bytes_in_chunk > 0
+ data = buf.maybe_extract_at_most(self._bytes_in_chunk)
+ if data is None:
+ return None
+ self._bytes_in_chunk -= len(data)
+ if self._bytes_in_chunk == 0:
+ self._bytes_to_discard = b"\r\n"
+ chunk_end = True
+ else:
+ chunk_end = False
+ return Data(data=data, chunk_start=chunk_start, chunk_end=chunk_end)
+
+ def read_eof(self) -> NoReturn:
+ raise RemoteProtocolError(
+ "peer closed connection without sending complete message body "
+ "(incomplete chunked read)"
+ )
+
+
+class Http10Reader:
+ def __call__(self, buf: ReceiveBuffer) -> Optional[Data]:
+ data = buf.maybe_extract_at_most(999999999)
+ if data is None:
+ return None
+ return Data(data=data)
+
+ def read_eof(self) -> EndOfMessage:
+ return EndOfMessage()
+
+
+def expect_nothing(buf: ReceiveBuffer) -> None:
+ if buf:
+ raise LocalProtocolError("Got data when expecting EOF")
+ return None
+
+
+ReadersType = Dict[
+ Union[Type[Sentinel], Tuple[Type[Sentinel], Type[Sentinel]]],
+ Union[Callable[..., Any], Dict[str, Callable[..., Any]]],
+]
+
+READERS: ReadersType = {
+ (CLIENT, IDLE): maybe_read_from_IDLE_client,
+ (SERVER, IDLE): maybe_read_from_SEND_RESPONSE_server,
+ (SERVER, SEND_RESPONSE): maybe_read_from_SEND_RESPONSE_server,
+ (CLIENT, DONE): expect_nothing,
+ (CLIENT, MUST_CLOSE): expect_nothing,
+ (CLIENT, CLOSED): expect_nothing,
+ (SERVER, DONE): expect_nothing,
+ (SERVER, MUST_CLOSE): expect_nothing,
+ (SERVER, CLOSED): expect_nothing,
+ SEND_BODY: {
+ "chunked": ChunkedReader,
+ "content-length": ContentLengthReader,
+ "http/1.0": Http10Reader,
+ },
+}
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_receivebuffer.py b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_receivebuffer.py
new file mode 100644
index 0000000000000000000000000000000000000000..e5c4e08a56f5081e87103f38b4add6ce1b730204
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_receivebuffer.py
@@ -0,0 +1,153 @@
+import re
+import sys
+from typing import List, Optional, Union
+
+__all__ = ["ReceiveBuffer"]
+
+
+# Operations we want to support:
+# - find next \r\n or \r\n\r\n (\n or \n\n are also acceptable),
+# or wait until there is one
+# - read at-most-N bytes
+# Goals:
+# - on average, do this fast
+# - worst case, do this in O(n) where n is the number of bytes processed
+# Plan:
+# - store bytearray, offset, how far we've searched for a separator token
+# - use the how-far-we've-searched data to avoid rescanning
+# - while doing a stream of uninterrupted processing, advance offset instead
+# of constantly copying
+# WARNING:
+# - I haven't benchmarked or profiled any of this yet.
+#
+# Note that starting in Python 3.4, deleting the initial n bytes from a
+# bytearray is amortized O(n), thanks to some excellent work by Antoine
+# Martin:
+#
+# https://bugs.python.org/issue19087
+#
+# This means that if we only supported 3.4+, we could get rid of the code here
+# involving self._start and self.compress, because it's doing exactly the same
+# thing that bytearray now does internally.
+#
+# BUT unfortunately, we still support 2.7, and reading short segments out of a
+# long buffer MUST be O(bytes read) to avoid DoS issues, so we can't actually
+# delete this code. Yet:
+#
+# https://pythonclock.org/
+#
+# (Two things to double-check first though: make sure PyPy also has the
+# optimization, and benchmark to make sure it's a win, since we do have a
+# slightly clever thing where we delay calling compress() until we've
+# processed a whole event, which could in theory be slightly more efficient
+# than the internal bytearray support.)
+blank_line_regex = re.compile(b"\n\r?\n", re.MULTILINE)
+
+
+class ReceiveBuffer:
+ def __init__(self) -> None:
+ self._data = bytearray()
+ self._next_line_search = 0
+ self._multiple_lines_search = 0
+
+ def __iadd__(self, byteslike: Union[bytes, bytearray]) -> "ReceiveBuffer":
+ self._data += byteslike
+ return self
+
+ def __bool__(self) -> bool:
+ return bool(len(self))
+
+ def __len__(self) -> int:
+ return len(self._data)
+
+ # for @property unprocessed_data
+ def __bytes__(self) -> bytes:
+ return bytes(self._data)
+
+ def _extract(self, count: int) -> bytearray:
+ # extracting an initial slice of the data buffer and return it
+ out = self._data[:count]
+ del self._data[:count]
+
+ self._next_line_search = 0
+ self._multiple_lines_search = 0
+
+ return out
+
+ def maybe_extract_at_most(self, count: int) -> Optional[bytearray]:
+ """
+ Extract a fixed number of bytes from the buffer.
+ """
+ out = self._data[:count]
+ if not out:
+ return None
+
+ return self._extract(count)
+
+ def maybe_extract_next_line(self) -> Optional[bytearray]:
+ """
+ Extract the first line, if it is completed in the buffer.
+ """
+ # Only search in buffer space that we've not already looked at.
+ search_start_index = max(0, self._next_line_search - 1)
+ partial_idx = self._data.find(b"\r\n", search_start_index)
+
+ if partial_idx == -1:
+ self._next_line_search = len(self._data)
+ return None
+
+ # + 2 is to compensate len(b"\r\n")
+ idx = partial_idx + 2
+
+ return self._extract(idx)
+
+ def maybe_extract_lines(self) -> Optional[List[bytearray]]:
+ """
+ Extract everything up to the first blank line, and return a list of lines.
+ """
+ # Handle the case where we have an immediate empty line.
+ if self._data[:1] == b"\n":
+ self._extract(1)
+ return []
+
+ if self._data[:2] == b"\r\n":
+ self._extract(2)
+ return []
+
+ # Only search in buffer space that we've not already looked at.
+ match = blank_line_regex.search(self._data, self._multiple_lines_search)
+ if match is None:
+ self._multiple_lines_search = max(0, len(self._data) - 2)
+ return None
+
+ # Truncate the buffer and return it.
+ idx = match.span(0)[-1]
+ out = self._extract(idx)
+ lines = out.split(b"\n")
+
+ for line in lines:
+ if line.endswith(b"\r"):
+ del line[-1]
+
+ assert lines[-2] == lines[-1] == b""
+
+ del lines[-2:]
+
+ return lines
+
+ # In theory we should wait until `\r\n` before starting to validate
+ # incoming data. However it's interesting to detect (very) invalid data
+ # early given they might not even contain `\r\n` at all (hence only
+ # timeout will get rid of them).
+ # This is not a 100% effective detection but more of a cheap sanity check
+ # allowing for early abort in some useful cases.
+ # This is especially interesting when peer is messing up with HTTPS and
+ # sent us a TLS stream where we were expecting plain HTTP given all
+ # versions of TLS so far start handshake with a 0x16 message type code.
+ def is_next_line_obviously_invalid_request_line(self) -> bool:
+ try:
+ # HTTP header line must not contain non-printable characters
+ # and should not start with a space
+ return self._data[0] < 0x21
+ except IndexError:
+ return False
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_state.py b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_state.py
new file mode 100644
index 0000000000000000000000000000000000000000..3ad444b043e3f3d6c05c2d9d84d5119312bfaa34
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_state.py
@@ -0,0 +1,365 @@
+################################################################
+# The core state machine
+################################################################
+#
+# Rule 1: everything that affects the state machine and state transitions must
+# live here in this file. As much as possible goes into the table-based
+# representation, but for the bits that don't quite fit, the actual code and
+# state must nonetheless live here.
+#
+# Rule 2: this file does not know about what role we're playing; it only knows
+# about HTTP request/response cycles in the abstract. This ensures that we
+# don't cheat and apply different rules to local and remote parties.
+#
+#
+# Theory of operation
+# ===================
+#
+# Possibly the simplest way to think about this is that we actually have 5
+# different state machines here. Yes, 5. These are:
+#
+# 1) The client state, with its complicated automaton (see the docs)
+# 2) The server state, with its complicated automaton (see the docs)
+# 3) The keep-alive state, with possible states {True, False}
+# 4) The SWITCH_CONNECT state, with possible states {False, True}
+# 5) The SWITCH_UPGRADE state, with possible states {False, True}
+#
+# For (3)-(5), the first state listed is the initial state.
+#
+# (1)-(3) are stored explicitly in member variables. The last
+# two are stored implicitly in the pending_switch_proposals set as:
+# (state of 4) == (_SWITCH_CONNECT in pending_switch_proposals)
+# (state of 5) == (_SWITCH_UPGRADE in pending_switch_proposals)
+#
+# And each of these machines has two different kinds of transitions:
+#
+# a) Event-triggered
+# b) State-triggered
+#
+# Event triggered is the obvious thing that you'd think it is: some event
+# happens, and if it's the right event at the right time then a transition
+# happens. But there are somewhat complicated rules for which machines can
+# "see" which events. (As a rule of thumb, if a machine "sees" an event, this
+# means two things: the event can affect the machine, and if the machine is
+# not in a state where it expects that event then it's an error.) These rules
+# are:
+#
+# 1) The client machine sees all h11.events objects emitted by the client.
+#
+# 2) The server machine sees all h11.events objects emitted by the server.
+#
+# It also sees the client's Request event.
+#
+# And sometimes, server events are annotated with a _SWITCH_* event. For
+# example, we can have a (Response, _SWITCH_CONNECT) event, which is
+# different from a regular Response event.
+#
+# 3) The keep-alive machine sees the process_keep_alive_disabled() event
+# (which is derived from Request/Response events), and this event
+# transitions it from True -> False, or from False -> False. There's no way
+# to transition back.
+#
+# 4&5) The _SWITCH_* machines transition from False->True when we get a
+# Request that proposes the relevant type of switch (via
+# process_client_switch_proposals), and they go from True->False when we
+# get a Response that has no _SWITCH_* annotation.
+#
+# So that's event-triggered transitions.
+#
+# State-triggered transitions are less standard. What they do here is couple
+# the machines together. The way this works is, when certain *joint*
+# configurations of states are achieved, then we automatically transition to a
+# new *joint* state. So, for example, if we're ever in a joint state with
+#
+# client: DONE
+# keep-alive: False
+#
+# then the client state immediately transitions to:
+#
+# client: MUST_CLOSE
+#
+# This is fundamentally different from an event-based transition, because it
+# doesn't matter how we arrived at the {client: DONE, keep-alive: False} state
+# -- maybe the client transitioned SEND_BODY -> DONE, or keep-alive
+# transitioned True -> False. Either way, once this precondition is satisfied,
+# this transition is immediately triggered.
+#
+# What if two conflicting state-based transitions get enabled at the same
+# time? In practice there's only one case where this arises (client DONE ->
+# MIGHT_SWITCH_PROTOCOL versus DONE -> MUST_CLOSE), and we resolve it by
+# explicitly prioritizing the DONE -> MIGHT_SWITCH_PROTOCOL transition.
+#
+# Implementation
+# --------------
+#
+# The event-triggered transitions for the server and client machines are all
+# stored explicitly in a table. Ditto for the state-triggered transitions that
+# involve just the server and client state.
+#
+# The transitions for the other machines, and the state-triggered transitions
+# that involve the other machines, are written out as explicit Python code.
+#
+# It'd be nice if there were some cleaner way to do all this. This isn't
+# *too* terrible, but I feel like it could probably be better.
+#
+# WARNING
+# -------
+#
+# The script that generates the state machine diagrams for the docs knows how
+# to read out the EVENT_TRIGGERED_TRANSITIONS and STATE_TRIGGERED_TRANSITIONS
+# tables. But it can't automatically read the transitions that are written
+# directly in Python code. So if you touch those, you need to also update the
+# script to keep it in sync!
+from typing import cast, Dict, Optional, Set, Tuple, Type, Union
+
+from ._events import *
+from ._util import LocalProtocolError, Sentinel
+
+# Everything in __all__ gets re-exported as part of the h11 public API.
+__all__ = [
+ "CLIENT",
+ "SERVER",
+ "IDLE",
+ "SEND_RESPONSE",
+ "SEND_BODY",
+ "DONE",
+ "MUST_CLOSE",
+ "CLOSED",
+ "MIGHT_SWITCH_PROTOCOL",
+ "SWITCHED_PROTOCOL",
+ "ERROR",
+]
+
+
+class CLIENT(Sentinel, metaclass=Sentinel):
+ pass
+
+
+class SERVER(Sentinel, metaclass=Sentinel):
+ pass
+
+
+# States
+class IDLE(Sentinel, metaclass=Sentinel):
+ pass
+
+
+class SEND_RESPONSE(Sentinel, metaclass=Sentinel):
+ pass
+
+
+class SEND_BODY(Sentinel, metaclass=Sentinel):
+ pass
+
+
+class DONE(Sentinel, metaclass=Sentinel):
+ pass
+
+
+class MUST_CLOSE(Sentinel, metaclass=Sentinel):
+ pass
+
+
+class CLOSED(Sentinel, metaclass=Sentinel):
+ pass
+
+
+class ERROR(Sentinel, metaclass=Sentinel):
+ pass
+
+
+# Switch types
+class MIGHT_SWITCH_PROTOCOL(Sentinel, metaclass=Sentinel):
+ pass
+
+
+class SWITCHED_PROTOCOL(Sentinel, metaclass=Sentinel):
+ pass
+
+
+class _SWITCH_UPGRADE(Sentinel, metaclass=Sentinel):
+ pass
+
+
+class _SWITCH_CONNECT(Sentinel, metaclass=Sentinel):
+ pass
+
+
+EventTransitionType = Dict[
+ Type[Sentinel],
+ Dict[
+ Type[Sentinel],
+ Dict[Union[Type[Event], Tuple[Type[Event], Type[Sentinel]]], Type[Sentinel]],
+ ],
+]
+
+EVENT_TRIGGERED_TRANSITIONS: EventTransitionType = {
+ CLIENT: {
+ IDLE: {Request: SEND_BODY, ConnectionClosed: CLOSED},
+ SEND_BODY: {Data: SEND_BODY, EndOfMessage: DONE},
+ DONE: {ConnectionClosed: CLOSED},
+ MUST_CLOSE: {ConnectionClosed: CLOSED},
+ CLOSED: {ConnectionClosed: CLOSED},
+ MIGHT_SWITCH_PROTOCOL: {},
+ SWITCHED_PROTOCOL: {},
+ ERROR: {},
+ },
+ SERVER: {
+ IDLE: {
+ ConnectionClosed: CLOSED,
+ Response: SEND_BODY,
+ # Special case: server sees client Request events, in this form
+ (Request, CLIENT): SEND_RESPONSE,
+ },
+ SEND_RESPONSE: {
+ InformationalResponse: SEND_RESPONSE,
+ Response: SEND_BODY,
+ (InformationalResponse, _SWITCH_UPGRADE): SWITCHED_PROTOCOL,
+ (Response, _SWITCH_CONNECT): SWITCHED_PROTOCOL,
+ },
+ SEND_BODY: {Data: SEND_BODY, EndOfMessage: DONE},
+ DONE: {ConnectionClosed: CLOSED},
+ MUST_CLOSE: {ConnectionClosed: CLOSED},
+ CLOSED: {ConnectionClosed: CLOSED},
+ SWITCHED_PROTOCOL: {},
+ ERROR: {},
+ },
+}
+
+StateTransitionType = Dict[
+ Tuple[Type[Sentinel], Type[Sentinel]], Dict[Type[Sentinel], Type[Sentinel]]
+]
+
+# NB: there are also some special-case state-triggered transitions hard-coded
+# into _fire_state_triggered_transitions below.
+STATE_TRIGGERED_TRANSITIONS: StateTransitionType = {
+ # (Client state, Server state) -> new states
+ # Protocol negotiation
+ (MIGHT_SWITCH_PROTOCOL, SWITCHED_PROTOCOL): {CLIENT: SWITCHED_PROTOCOL},
+ # Socket shutdown
+ (CLOSED, DONE): {SERVER: MUST_CLOSE},
+ (CLOSED, IDLE): {SERVER: MUST_CLOSE},
+ (ERROR, DONE): {SERVER: MUST_CLOSE},
+ (DONE, CLOSED): {CLIENT: MUST_CLOSE},
+ (IDLE, CLOSED): {CLIENT: MUST_CLOSE},
+ (DONE, ERROR): {CLIENT: MUST_CLOSE},
+}
+
+
+class ConnectionState:
+ def __init__(self) -> None:
+ # Extra bits of state that don't quite fit into the state model.
+
+ # If this is False then it enables the automatic DONE -> MUST_CLOSE
+ # transition. Don't set this directly; call .keep_alive_disabled()
+ self.keep_alive = True
+
+ # This is a subset of {UPGRADE, CONNECT}, containing the proposals
+ # made by the client for switching protocols.
+ self.pending_switch_proposals: Set[Type[Sentinel]] = set()
+
+ self.states: Dict[Type[Sentinel], Type[Sentinel]] = {CLIENT: IDLE, SERVER: IDLE}
+
+ def process_error(self, role: Type[Sentinel]) -> None:
+ self.states[role] = ERROR
+ self._fire_state_triggered_transitions()
+
+ def process_keep_alive_disabled(self) -> None:
+ self.keep_alive = False
+ self._fire_state_triggered_transitions()
+
+ def process_client_switch_proposal(self, switch_event: Type[Sentinel]) -> None:
+ self.pending_switch_proposals.add(switch_event)
+ self._fire_state_triggered_transitions()
+
+ def process_event(
+ self,
+ role: Type[Sentinel],
+ event_type: Type[Event],
+ server_switch_event: Optional[Type[Sentinel]] = None,
+ ) -> None:
+ _event_type: Union[Type[Event], Tuple[Type[Event], Type[Sentinel]]] = event_type
+ if server_switch_event is not None:
+ assert role is SERVER
+ if server_switch_event not in self.pending_switch_proposals:
+ raise LocalProtocolError(
+ "Received server _SWITCH_UPGRADE event without a pending proposal"
+ )
+ _event_type = (event_type, server_switch_event)
+ if server_switch_event is None and _event_type is Response:
+ self.pending_switch_proposals = set()
+ self._fire_event_triggered_transitions(role, _event_type)
+ # Special case: the server state does get to see Request
+ # events.
+ if _event_type is Request:
+ assert role is CLIENT
+ self._fire_event_triggered_transitions(SERVER, (Request, CLIENT))
+ self._fire_state_triggered_transitions()
+
+ def _fire_event_triggered_transitions(
+ self,
+ role: Type[Sentinel],
+ event_type: Union[Type[Event], Tuple[Type[Event], Type[Sentinel]]],
+ ) -> None:
+ state = self.states[role]
+ try:
+ new_state = EVENT_TRIGGERED_TRANSITIONS[role][state][event_type]
+ except KeyError:
+ event_type = cast(Type[Event], event_type)
+ raise LocalProtocolError(
+ "can't handle event type {} when role={} and state={}".format(
+ event_type.__name__, role, self.states[role]
+ )
+ ) from None
+ self.states[role] = new_state
+
+ def _fire_state_triggered_transitions(self) -> None:
+ # We apply these rules repeatedly until converging on a fixed point
+ while True:
+ start_states = dict(self.states)
+
+ # It could happen that both these special-case transitions are
+ # enabled at the same time:
+ #
+ # DONE -> MIGHT_SWITCH_PROTOCOL
+ # DONE -> MUST_CLOSE
+ #
+ # For example, this will always be true of a HTTP/1.0 client
+ # requesting CONNECT. If this happens, the protocol switch takes
+ # priority. From there the client will either go to
+ # SWITCHED_PROTOCOL, in which case it's none of our business when
+ # they close the connection, or else the server will deny the
+ # request, in which case the client will go back to DONE and then
+ # from there to MUST_CLOSE.
+ if self.pending_switch_proposals:
+ if self.states[CLIENT] is DONE:
+ self.states[CLIENT] = MIGHT_SWITCH_PROTOCOL
+
+ if not self.pending_switch_proposals:
+ if self.states[CLIENT] is MIGHT_SWITCH_PROTOCOL:
+ self.states[CLIENT] = DONE
+
+ if not self.keep_alive:
+ for role in (CLIENT, SERVER):
+ if self.states[role] is DONE:
+ self.states[role] = MUST_CLOSE
+
+ # Tabular state-triggered transitions
+ joint_state = (self.states[CLIENT], self.states[SERVER])
+ changes = STATE_TRIGGERED_TRANSITIONS.get(joint_state, {})
+ self.states.update(changes)
+
+ if self.states == start_states:
+ # Fixed point reached
+ return
+
+ def start_next_cycle(self) -> None:
+ if self.states != {CLIENT: DONE, SERVER: DONE}:
+ raise LocalProtocolError(
+ f"not in a reusable state. self.states={self.states}"
+ )
+ # Can't reach DONE/DONE with any of these active, but still, let's be
+ # sure.
+ assert self.keep_alive
+ assert not self.pending_switch_proposals
+ self.states = {CLIENT: IDLE, SERVER: IDLE}
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_util.py b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_util.py
new file mode 100644
index 0000000000000000000000000000000000000000..6718445290770e028ea2f1f662026c9a0b0991db
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_util.py
@@ -0,0 +1,135 @@
+from typing import Any, Dict, NoReturn, Pattern, Tuple, Type, TypeVar, Union
+
+__all__ = [
+ "ProtocolError",
+ "LocalProtocolError",
+ "RemoteProtocolError",
+ "validate",
+ "bytesify",
+]
+
+
+class ProtocolError(Exception):
+ """Exception indicating a violation of the HTTP/1.1 protocol.
+
+ This as an abstract base class, with two concrete base classes:
+ :exc:`LocalProtocolError`, which indicates that you tried to do something
+ that HTTP/1.1 says is illegal, and :exc:`RemoteProtocolError`, which
+ indicates that the remote peer tried to do something that HTTP/1.1 says is
+ illegal. See :ref:`error-handling` for details.
+
+ In addition to the normal :exc:`Exception` features, it has one attribute:
+
+ .. attribute:: error_status_hint
+
+ This gives a suggestion as to what status code a server might use if
+ this error occurred as part of a request.
+
+ For a :exc:`RemoteProtocolError`, this is useful as a suggestion for
+ how you might want to respond to a misbehaving peer, if you're
+ implementing a server.
+
+ For a :exc:`LocalProtocolError`, this can be taken as a suggestion for
+ how your peer might have responded to *you* if h11 had allowed you to
+ continue.
+
+ The default is 400 Bad Request, a generic catch-all for protocol
+ violations.
+
+ """
+
+ def __init__(self, msg: str, error_status_hint: int = 400) -> None:
+ if type(self) is ProtocolError:
+ raise TypeError("tried to directly instantiate ProtocolError")
+ Exception.__init__(self, msg)
+ self.error_status_hint = error_status_hint
+
+
+# Strategy: there are a number of public APIs where a LocalProtocolError can
+# be raised (send(), all the different event constructors, ...), and only one
+# public API where RemoteProtocolError can be raised
+# (receive_data()). Therefore we always raise LocalProtocolError internally,
+# and then receive_data will translate this into a RemoteProtocolError.
+#
+# Internally:
+# LocalProtocolError is the generic "ProtocolError".
+# Externally:
+# LocalProtocolError is for local errors and RemoteProtocolError is for
+# remote errors.
+class LocalProtocolError(ProtocolError):
+ def _reraise_as_remote_protocol_error(self) -> NoReturn:
+ # After catching a LocalProtocolError, use this method to re-raise it
+ # as a RemoteProtocolError. This method must be called from inside an
+ # except: block.
+ #
+ # An easy way to get an equivalent RemoteProtocolError is just to
+ # modify 'self' in place.
+ self.__class__ = RemoteProtocolError # type: ignore
+ # But the re-raising is somewhat non-trivial -- you might think that
+ # now that we've modified the in-flight exception object, that just
+ # doing 'raise' to re-raise it would be enough. But it turns out that
+ # this doesn't work, because Python tracks the exception type
+ # (exc_info[0]) separately from the exception object (exc_info[1]),
+ # and we only modified the latter. So we really do need to re-raise
+ # the new type explicitly.
+ # On py3, the traceback is part of the exception object, so our
+ # in-place modification preserved it and we can just re-raise:
+ raise self
+
+
+class RemoteProtocolError(ProtocolError):
+ pass
+
+
+def validate(
+ regex: Pattern[bytes], data: bytes, msg: str = "malformed data", *format_args: Any
+) -> Dict[str, bytes]:
+ match = regex.fullmatch(data)
+ if not match:
+ if format_args:
+ msg = msg.format(*format_args)
+ raise LocalProtocolError(msg)
+ return match.groupdict()
+
+
+# Sentinel values
+#
+# - Inherit identity-based comparison and hashing from object
+# - Have a nice repr
+# - Have a *bonus property*: type(sentinel) is sentinel
+#
+# The bonus property is useful if you want to take the return value from
+# next_event() and do some sort of dispatch based on type(event).
+
+_T_Sentinel = TypeVar("_T_Sentinel", bound="Sentinel")
+
+
+class Sentinel(type):
+ def __new__(
+ cls: Type[_T_Sentinel],
+ name: str,
+ bases: Tuple[type, ...],
+ namespace: Dict[str, Any],
+ **kwds: Any
+ ) -> _T_Sentinel:
+ assert bases == (Sentinel,)
+ v = super().__new__(cls, name, bases, namespace, **kwds)
+ v.__class__ = v # type: ignore
+ return v
+
+ def __repr__(self) -> str:
+ return self.__name__
+
+
+# Used for methods, request targets, HTTP versions, header names, and header
+# values. Accepts ascii-strings, or bytes/bytearray/memoryview/..., and always
+# returns bytes.
+def bytesify(s: Union[bytes, bytearray, memoryview, int, str]) -> bytes:
+ # Fast-path:
+ if type(s) is bytes:
+ return s
+ if isinstance(s, str):
+ s = s.encode("ascii")
+ if isinstance(s, int):
+ raise TypeError("expected bytes-like object, not int")
+ return bytes(s)
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_version.py b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_version.py
new file mode 100644
index 0000000000000000000000000000000000000000..76e7327b8617c9d12236f511414d5eb58e98a44b
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_version.py
@@ -0,0 +1,16 @@
+# This file must be kept very simple, because it is consumed from several
+# places -- it is imported by h11/__init__.py, execfile'd by setup.py, etc.
+
+# We use a simple scheme:
+# 1.0.0 -> 1.0.0+dev -> 1.1.0 -> 1.1.0+dev
+# where the +dev versions are never released into the wild, they're just what
+# we stick into the VCS in between releases.
+#
+# This is compatible with PEP 440:
+# http://legacy.python.org/dev/peps/pep-0440/
+# via the use of the "local suffix" "+dev", which is disallowed on index
+# servers and causes 1.0.0+dev to sort after plain 1.0.0, which is what we
+# want. (Contrast with the special suffix 1.0.0.dev, which sorts *before*
+# 1.0.0.)
+
+__version__ = "0.16.0"
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_writers.py b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_writers.py
new file mode 100644
index 0000000000000000000000000000000000000000..939cdb912a9debaea07fbf3a9ac04549c44d077c
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/_writers.py
@@ -0,0 +1,145 @@
+# Code to read HTTP data
+#
+# Strategy: each writer takes an event + a write-some-bytes function, which is
+# calls.
+#
+# WRITERS is a dict describing how to pick a reader. It maps states to either:
+# - a writer
+# - or, for body writers, a dict of framin-dependent writer factories
+
+from typing import Any, Callable, Dict, List, Tuple, Type, Union
+
+from ._events import Data, EndOfMessage, Event, InformationalResponse, Request, Response
+from ._headers import Headers
+from ._state import CLIENT, IDLE, SEND_BODY, SEND_RESPONSE, SERVER
+from ._util import LocalProtocolError, Sentinel
+
+__all__ = ["WRITERS"]
+
+Writer = Callable[[bytes], Any]
+
+
+def write_headers(headers: Headers, write: Writer) -> None:
+ # "Since the Host field-value is critical information for handling a
+ # request, a user agent SHOULD generate Host as the first header field
+ # following the request-line." - RFC 7230
+ raw_items = headers._full_items
+ for raw_name, name, value in raw_items:
+ if name == b"host":
+ write(b"%s: %s\r\n" % (raw_name, value))
+ for raw_name, name, value in raw_items:
+ if name != b"host":
+ write(b"%s: %s\r\n" % (raw_name, value))
+ write(b"\r\n")
+
+
+def write_request(request: Request, write: Writer) -> None:
+ if request.http_version != b"1.1":
+ raise LocalProtocolError("I only send HTTP/1.1")
+ write(b"%s %s HTTP/1.1\r\n" % (request.method, request.target))
+ write_headers(request.headers, write)
+
+
+# Shared between InformationalResponse and Response
+def write_any_response(
+ response: Union[InformationalResponse, Response], write: Writer
+) -> None:
+ if response.http_version != b"1.1":
+ raise LocalProtocolError("I only send HTTP/1.1")
+ status_bytes = str(response.status_code).encode("ascii")
+ # We don't bother sending ascii status messages like "OK"; they're
+ # optional and ignored by the protocol. (But the space after the numeric
+ # status code is mandatory.)
+ #
+ # XX FIXME: could at least make an effort to pull out the status message
+ # from stdlib's http.HTTPStatus table. Or maybe just steal their enums
+ # (either by import or copy/paste). We already accept them as status codes
+ # since they're of type IntEnum < int.
+ write(b"HTTP/1.1 %s %s\r\n" % (status_bytes, response.reason))
+ write_headers(response.headers, write)
+
+
+class BodyWriter:
+ def __call__(self, event: Event, write: Writer) -> None:
+ if type(event) is Data:
+ self.send_data(event.data, write)
+ elif type(event) is EndOfMessage:
+ self.send_eom(event.headers, write)
+ else: # pragma: no cover
+ assert False
+
+ def send_data(self, data: bytes, write: Writer) -> None:
+ pass
+
+ def send_eom(self, headers: Headers, write: Writer) -> None:
+ pass
+
+
+#
+# These are all careful not to do anything to 'data' except call len(data) and
+# write(data). This allows us to transparently pass-through funny objects,
+# like placeholder objects referring to files on disk that will be sent via
+# sendfile(2).
+#
+class ContentLengthWriter(BodyWriter):
+ def __init__(self, length: int) -> None:
+ self._length = length
+
+ def send_data(self, data: bytes, write: Writer) -> None:
+ self._length -= len(data)
+ if self._length < 0:
+ raise LocalProtocolError("Too much data for declared Content-Length")
+ write(data)
+
+ def send_eom(self, headers: Headers, write: Writer) -> None:
+ if self._length != 0:
+ raise LocalProtocolError("Too little data for declared Content-Length")
+ if headers:
+ raise LocalProtocolError("Content-Length and trailers don't mix")
+
+
+class ChunkedWriter(BodyWriter):
+ def send_data(self, data: bytes, write: Writer) -> None:
+ # if we encoded 0-length data in the naive way, it would look like an
+ # end-of-message.
+ if not data:
+ return
+ write(b"%x\r\n" % len(data))
+ write(data)
+ write(b"\r\n")
+
+ def send_eom(self, headers: Headers, write: Writer) -> None:
+ write(b"0\r\n")
+ write_headers(headers, write)
+
+
+class Http10Writer(BodyWriter):
+ def send_data(self, data: bytes, write: Writer) -> None:
+ write(data)
+
+ def send_eom(self, headers: Headers, write: Writer) -> None:
+ if headers:
+ raise LocalProtocolError("can't send trailers to HTTP/1.0 client")
+ # no need to close the socket ourselves, that will be taken care of by
+ # Connection: close machinery
+
+
+WritersType = Dict[
+ Union[Tuple[Type[Sentinel], Type[Sentinel]], Type[Sentinel]],
+ Union[
+ Dict[str, Type[BodyWriter]],
+ Callable[[Union[InformationalResponse, Response], Writer], None],
+ Callable[[Request, Writer], None],
+ ],
+]
+
+WRITERS: WritersType = {
+ (CLIENT, IDLE): write_request,
+ (SERVER, IDLE): write_any_response,
+ (SERVER, SEND_RESPONSE): write_any_response,
+ SEND_BODY: {
+ "chunked": ChunkedWriter,
+ "content-length": ContentLengthWriter,
+ "http/1.0": Http10Writer,
+ },
+}
diff --git a/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/py.typed b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/py.typed
new file mode 100644
index 0000000000000000000000000000000000000000..f5642f79f21d872f010979dcf6f0c4a415acc19d
--- /dev/null
+++ b/.cache/uv/archive-v0/62zMwpX-cd4nKEGlSycNA/h11/py.typed
@@ -0,0 +1 @@
+Marker
diff --git a/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/METADATA b/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/METADATA
new file mode 100644
index 0000000000000000000000000000000000000000..97fd818b909551186a659e13240c49c2187d0cdc
--- /dev/null
+++ b/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/METADATA
@@ -0,0 +1,73 @@
+Metadata-Version: 2.4
+Name: typing_extensions
+Version: 4.16.0
+Summary: Backported and Experimental Type Hints for Python 3.9+
+Keywords: annotations,backport,checker,checking,function,hinting,hints,type,typechecking,typehinting,typehints,typing
+Author-email: "Guido van Rossum, Jukka Lehtosalo, Łukasz Langa, Michael Lee"
+Requires-Python: >=3.9
+Description-Content-Type: text/markdown
+License-Expression: PSF-2.0
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Environment :: Console
+Classifier: Intended Audience :: Developers
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Programming Language :: Python :: 3.14
+Classifier: Programming Language :: Python :: 3.15
+Classifier: Topic :: Software Development
+License-File: LICENSE
+Project-URL: Bug Tracker, https://github.com/python/typing_extensions/issues
+Project-URL: Changes, https://github.com/python/typing_extensions/blob/main/CHANGELOG.md
+Project-URL: Documentation, https://typing-extensions.readthedocs.io/
+Project-URL: Home, https://github.com/python/typing_extensions
+Project-URL: Q & A, https://github.com/python/typing/discussions
+Project-URL: Repository, https://github.com/python/typing_extensions
+
+# Typing Extensions
+
+[](https://gitter.im/python/typing)
+
+[Documentation](https://typing-extensions.readthedocs.io/en/latest/#) –
+[PyPI](https://pypi.org/project/typing-extensions/)
+
+## Overview
+
+The `typing_extensions` module serves two related purposes:
+
+- Enable use of new type system features on older Python versions. For example,
+ `typing.TypeGuard` is new in Python 3.10, but `typing_extensions` allows
+ users on previous Python versions to use it too.
+- Enable experimentation with new type system PEPs before they are accepted and
+ added to the `typing` module.
+
+`typing_extensions` is treated specially by static type checkers such as
+mypy and pyright. Objects defined in `typing_extensions` are treated the same
+way as equivalent forms in `typing`.
+
+`typing_extensions` uses
+[Semantic Versioning](https://semver.org/). The
+major version will be incremented only for backwards-incompatible changes.
+Therefore, it's safe to depend
+on `typing_extensions` like this: `typing_extensions ~=x.y`,
+where `x.y` is the first version that includes all features you need.
+[This](https://packaging.python.org/en/latest/specifications/version-specifiers/#compatible-release)
+is equivalent to `typing_extensions >=x.y, <(x+1)`. Do not depend on `~= x.y.z`
+unless you really know what you're doing; that defeats the purpose of
+semantic versioning.
+
+## Included items
+
+See [the documentation](https://typing-extensions.readthedocs.io/en/latest/#) for a
+complete listing of module contents.
+
+## Contributing
+
+See [CONTRIBUTING.md](https://github.com/python/typing_extensions/blob/main/CONTRIBUTING.md)
+for how to contribute to `typing_extensions`.
+
diff --git a/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/RECORD b/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/RECORD
new file mode 100644
index 0000000000000000000000000000000000000000..b6d2d5e0bd5e714d01940da0755193b52dcb1eec
--- /dev/null
+++ b/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/RECORD
@@ -0,0 +1,5 @@
+typing_extensions.py,sha256=QEDKGh7L7gDROFwSqTCE0cW9RvC3dPB-WufpHE9V5pY,165012
+typing_extensions-4.16.0.dist-info/licenses/LICENSE,sha256=Oy-B_iHRgcSZxZolbI4ZaEVdZonSaaqFNzv7avQdo78,13936
+typing_extensions-4.16.0.dist-info/WHEEL,sha256=G2gURzTEtmeR8nrdXUJfNiB3VYVxigPQ-bEQujpNiNs,82
+typing_extensions-4.16.0.dist-info/METADATA,sha256=sFCEyh1Qh5hlF42f_5-r6rYb37HzYb-96VQh_8j5vkY,3310
+typing_extensions-4.16.0.dist-info/RECORD,,
diff --git a/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/WHEEL b/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/WHEEL
new file mode 100644
index 0000000000000000000000000000000000000000..d8b9936dad9ab2513fa6979f411560d3b6b57e37
--- /dev/null
+++ b/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/WHEEL
@@ -0,0 +1,4 @@
+Wheel-Version: 1.0
+Generator: flit 3.12.0
+Root-Is-Purelib: true
+Tag: py3-none-any
diff --git a/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/licenses/LICENSE b/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/licenses/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..f26bcf4d2de6eb136e31006ca3ab447d5e488adf
--- /dev/null
+++ b/.cache/uv/archive-v0/KV3KW5Grw5XrL7WywtsQF/typing_extensions-4.16.0.dist-info/licenses/LICENSE
@@ -0,0 +1,279 @@
+A. HISTORY OF THE SOFTWARE
+==========================
+
+Python was created in the early 1990s by Guido van Rossum at Stichting
+Mathematisch Centrum (CWI, see https://www.cwi.nl) in the Netherlands
+as a successor of a language called ABC. Guido remains Python's
+principal author, although it includes many contributions from others.
+
+In 1995, Guido continued his work on Python at the Corporation for
+National Research Initiatives (CNRI, see https://www.cnri.reston.va.us)
+in Reston, Virginia where he released several versions of the
+software.
+
+In May 2000, Guido and the Python core development team moved to
+BeOpen.com to form the BeOpen PythonLabs team. In October of the same
+year, the PythonLabs team moved to Digital Creations, which became
+Zope Corporation. In 2001, the Python Software Foundation (PSF, see
+https://www.python.org/psf/) was formed, a non-profit organization
+created specifically to own Python-related Intellectual Property.
+Zope Corporation was a sponsoring member of the PSF.
+
+All Python releases are Open Source (see https://opensource.org for
+the Open Source Definition). Historically, most, but not all, Python
+releases have also been GPL-compatible; the table below summarizes
+the various releases.
+
+ Release Derived Year Owner GPL-
+ from compatible? (1)
+
+ 0.9.0 thru 1.2 1991-1995 CWI yes
+ 1.3 thru 1.5.2 1.2 1995-1999 CNRI yes
+ 1.6 1.5.2 2000 CNRI no
+ 2.0 1.6 2000 BeOpen.com no
+ 1.6.1 1.6 2001 CNRI yes (2)
+ 2.1 2.0+1.6.1 2001 PSF no
+ 2.0.1 2.0+1.6.1 2001 PSF yes
+ 2.1.1 2.1+2.0.1 2001 PSF yes
+ 2.1.2 2.1.1 2002 PSF yes
+ 2.1.3 2.1.2 2002 PSF yes
+ 2.2 and above 2.1.1 2001-now PSF yes
+
+Footnotes:
+
+(1) GPL-compatible doesn't mean that we're distributing Python under
+ the GPL. All Python licenses, unlike the GPL, let you distribute
+ a modified version without making your changes open source. The
+ GPL-compatible licenses make it possible to combine Python with
+ other software that is released under the GPL; the others don't.
+
+(2) According to Richard Stallman, 1.6.1 is not GPL-compatible,
+ because its license has a choice of law clause. According to
+ CNRI, however, Stallman's lawyer has told CNRI's lawyer that 1.6.1
+ is "not incompatible" with the GPL.
+
+Thanks to the many outside volunteers who have worked under Guido's
+direction to make these releases possible.
+
+
+B. TERMS AND CONDITIONS FOR ACCESSING OR OTHERWISE USING PYTHON
+===============================================================
+
+Python software and documentation are licensed under the
+Python Software Foundation License Version 2.
+
+Starting with Python 3.8.6, examples, recipes, and other code in
+the documentation are dual licensed under the PSF License Version 2
+and the Zero-Clause BSD license.
+
+Some software incorporated into Python is under different licenses.
+The licenses are listed with code falling under that license.
+
+
+PYTHON SOFTWARE FOUNDATION LICENSE VERSION 2
+--------------------------------------------
+
+1. This LICENSE AGREEMENT is between the Python Software Foundation
+("PSF"), and the Individual or Organization ("Licensee") accessing and
+otherwise using this software ("Python") in source or binary form and
+its associated documentation.
+
+2. Subject to the terms and conditions of this License Agreement, PSF hereby
+grants Licensee a nonexclusive, royalty-free, world-wide license to reproduce,
+analyze, test, perform and/or display publicly, prepare derivative works,
+distribute, and otherwise use Python alone or in any derivative version,
+provided, however, that PSF's License Agreement and PSF's notice of copyright,
+i.e., "Copyright (c) 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010,
+2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023 Python Software Foundation;
+All Rights Reserved" are retained in Python alone or in any derivative version
+prepared by Licensee.
+
+3. In the event Licensee prepares a derivative work that is based on
+or incorporates Python or any part thereof, and wants to make
+the derivative work available to others as provided herein, then
+Licensee hereby agrees to include in any such work a brief summary of
+the changes made to Python.
+
+4. PSF is making Python available to Licensee on an "AS IS"
+basis. PSF MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR
+IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, PSF MAKES NO AND
+DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS
+FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF PYTHON WILL NOT
+INFRINGE ANY THIRD PARTY RIGHTS.
+
+5. PSF SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF PYTHON
+FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR LOSS AS
+A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING PYTHON,
+OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF THE POSSIBILITY THEREOF.
+
+6. This License Agreement will automatically terminate upon a material
+breach of its terms and conditions.
+
+7. Nothing in this License Agreement shall be deemed to create any
+relationship of agency, partnership, or joint venture between PSF and
+Licensee. This License Agreement does not grant permission to use PSF
+trademarks or trade name in a trademark sense to endorse or promote
+products or services of Licensee, or any third party.
+
+8. By copying, installing or otherwise using Python, Licensee
+agrees to be bound by the terms and conditions of this License
+Agreement.
+
+
+BEOPEN.COM LICENSE AGREEMENT FOR PYTHON 2.0
+-------------------------------------------
+
+BEOPEN PYTHON OPEN SOURCE LICENSE AGREEMENT VERSION 1
+
+1. This LICENSE AGREEMENT is between BeOpen.com ("BeOpen"), having an
+office at 160 Saratoga Avenue, Santa Clara, CA 95051, and the
+Individual or Organization ("Licensee") accessing and otherwise using
+this software in source or binary form and its associated
+documentation ("the Software").
+
+2. Subject to the terms and conditions of this BeOpen Python License
+Agreement, BeOpen hereby grants Licensee a non-exclusive,
+royalty-free, world-wide license to reproduce, analyze, test, perform
+and/or display publicly, prepare derivative works, distribute, and
+otherwise use the Software alone or in any derivative version,
+provided, however, that the BeOpen Python License is retained in the
+Software, alone or in any derivative version prepared by Licensee.
+
+3. BeOpen is making the Software available to Licensee on an "AS IS"
+basis. BEOPEN MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR
+IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, BEOPEN MAKES NO AND
+DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS
+FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF THE SOFTWARE WILL NOT
+INFRINGE ANY THIRD PARTY RIGHTS.
+
+4. BEOPEN SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF THE
+SOFTWARE FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR LOSS
+AS A RESULT OF USING, MODIFYING OR DISTRIBUTING THE SOFTWARE, OR ANY
+DERIVATIVE THEREOF, EVEN IF ADVISED OF THE POSSIBILITY THEREOF.
+
+5. This License Agreement will automatically terminate upon a material
+breach of its terms and conditions.
+
+6. This License Agreement shall be governed by and interpreted in all
+respects by the law of the State of California, excluding conflict of
+law provisions. Nothing in this License Agreement shall be deemed to
+create any relationship of agency, partnership, or joint venture
+between BeOpen and Licensee. This License Agreement does not grant
+permission to use BeOpen trademarks or trade names in a trademark
+sense to endorse or promote products or services of Licensee, or any
+third party. As an exception, the "BeOpen Python" logos available at
+http://www.pythonlabs.com/logos.html may be used according to the
+permissions granted on that web page.
+
+7. By copying, installing or otherwise using the software, Licensee
+agrees to be bound by the terms and conditions of this License
+Agreement.
+
+
+CNRI LICENSE AGREEMENT FOR PYTHON 1.6.1
+---------------------------------------
+
+1. This LICENSE AGREEMENT is between the Corporation for National
+Research Initiatives, having an office at 1895 Preston White Drive,
+Reston, VA 20191 ("CNRI"), and the Individual or Organization
+("Licensee") accessing and otherwise using Python 1.6.1 software in
+source or binary form and its associated documentation.
+
+2. Subject to the terms and conditions of this License Agreement, CNRI
+hereby grants Licensee a nonexclusive, royalty-free, world-wide
+license to reproduce, analyze, test, perform and/or display publicly,
+prepare derivative works, distribute, and otherwise use Python 1.6.1
+alone or in any derivative version, provided, however, that CNRI's
+License Agreement and CNRI's notice of copyright, i.e., "Copyright (c)
+1995-2001 Corporation for National Research Initiatives; All Rights
+Reserved" are retained in Python 1.6.1 alone or in any derivative
+version prepared by Licensee. Alternately, in lieu of CNRI's License
+Agreement, Licensee may substitute the following text (omitting the
+quotes): "Python 1.6.1 is made available subject to the terms and
+conditions in CNRI's License Agreement. This Agreement together with
+Python 1.6.1 may be located on the internet using the following
+unique, persistent identifier (known as a handle): 1895.22/1013. This
+Agreement may also be obtained from a proxy server on the internet
+using the following URL: http://hdl.handle.net/1895.22/1013".
+
+3. In the event Licensee prepares a derivative work that is based on
+or incorporates Python 1.6.1 or any part thereof, and wants to make
+the derivative work available to others as provided herein, then
+Licensee hereby agrees to include in any such work a brief summary of
+the changes made to Python 1.6.1.
+
+4. CNRI is making Python 1.6.1 available to Licensee on an "AS IS"
+basis. CNRI MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR
+IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, CNRI MAKES NO AND
+DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS
+FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF PYTHON 1.6.1 WILL NOT
+INFRINGE ANY THIRD PARTY RIGHTS.
+
+5. CNRI SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF PYTHON
+1.6.1 FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR LOSS AS
+A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING PYTHON 1.6.1,
+OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF THE POSSIBILITY THEREOF.
+
+6. This License Agreement will automatically terminate upon a material
+breach of its terms and conditions.
+
+7. This License Agreement shall be governed by the federal
+intellectual property law of the United States, including without
+limitation the federal copyright law, and, to the extent such
+U.S. federal law does not apply, by the law of the Commonwealth of
+Virginia, excluding Virginia's conflict of law provisions.
+Notwithstanding the foregoing, with regard to derivative works based
+on Python 1.6.1 that incorporate non-separable material that was
+previously distributed under the GNU General Public License (GPL), the
+law of the Commonwealth of Virginia shall govern this License
+Agreement only as to issues arising under or with respect to
+Paragraphs 4, 5, and 7 of this License Agreement. Nothing in this
+License Agreement shall be deemed to create any relationship of
+agency, partnership, or joint venture between CNRI and Licensee. This
+License Agreement does not grant permission to use CNRI trademarks or
+trade name in a trademark sense to endorse or promote products or
+services of Licensee, or any third party.
+
+8. By clicking on the "ACCEPT" button where indicated, or by copying,
+installing or otherwise using Python 1.6.1, Licensee agrees to be
+bound by the terms and conditions of this License Agreement.
+
+ ACCEPT
+
+
+CWI LICENSE AGREEMENT FOR PYTHON 0.9.0 THROUGH 1.2
+--------------------------------------------------
+
+Copyright (c) 1991 - 1995, Stichting Mathematisch Centrum Amsterdam,
+The Netherlands. All rights reserved.
+
+Permission to use, copy, modify, and distribute this software and its
+documentation for any purpose and without fee is hereby granted,
+provided that the above copyright notice appear in all copies and that
+both that copyright notice and this permission notice appear in
+supporting documentation, and that the name of Stichting Mathematisch
+Centrum or CWI not be used in advertising or publicity pertaining to
+distribution of the software without specific, written prior
+permission.
+
+STICHTING MATHEMATISCH CENTRUM DISCLAIMS ALL WARRANTIES WITH REGARD TO
+THIS SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND
+FITNESS, IN NO EVENT SHALL STICHTING MATHEMATISCH CENTRUM BE LIABLE
+FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES
+WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN
+ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT
+OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
+
+ZERO-CLAUSE BSD LICENSE FOR CODE IN THE PYTHON DOCUMENTATION
+----------------------------------------------------------------------
+
+Permission to use, copy, modify, and/or distribute this software for any
+purpose with or without fee is hereby granted.
+
+THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH
+REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY
+AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,
+INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
+LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR
+OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
+PERFORMANCE OF THIS SOFTWARE.
diff --git a/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/METADATA b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/METADATA
new file mode 100644
index 0000000000000000000000000000000000000000..0d4f101491901a541d2e0afd4a976212e85bbe60
--- /dev/null
+++ b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/METADATA
@@ -0,0 +1,78 @@
+Metadata-Version: 2.4
+Name: certifi
+Version: 2026.6.17
+Summary: Python package for providing Mozilla's CA Bundle.
+Home-page: https://github.com/certifi/python-certifi
+Author: Kenneth Reitz
+Author-email: me@kennethreitz.com
+License: MPL-2.0
+Project-URL: Source, https://github.com/certifi/python-certifi
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)
+Classifier: Natural Language :: English
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Programming Language :: Python :: 3.14
+Requires-Python: >=3.7
+License-File: LICENSE
+Dynamic: author
+Dynamic: author-email
+Dynamic: classifier
+Dynamic: description
+Dynamic: home-page
+Dynamic: license
+Dynamic: license-file
+Dynamic: project-url
+Dynamic: requires-python
+Dynamic: summary
+
+Certifi: Python SSL Certificates
+================================
+
+Certifi provides Mozilla's carefully curated collection of Root Certificates for
+validating the trustworthiness of SSL certificates while verifying the identity
+of TLS hosts. It has been extracted from the `Requests`_ project.
+
+Installation
+------------
+
+``certifi`` is available on PyPI. Simply install it with ``pip``::
+
+ $ pip install certifi
+
+Usage
+-----
+
+To reference the installed certificate authority (CA) bundle, you can use the
+built-in function::
+
+ >>> import certifi
+
+ >>> certifi.where()
+ '/usr/local/lib/python3.7/site-packages/certifi/cacert.pem'
+
+Or from the command line::
+
+ $ python -m certifi
+ /usr/local/lib/python3.7/site-packages/certifi/cacert.pem
+
+Enjoy!
+
+.. _`Requests`: https://requests.readthedocs.io/en/latest/
+
+Addition/Removal of Certificates
+--------------------------------
+
+Certifi does not support any addition/removal or other modification of the
+CA trust store content. This project is intended to provide a reliable and
+highly portable root of trust to python deployments. Look to upstream projects
+for methods to use alternate trust.
diff --git a/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/RECORD b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/RECORD
new file mode 100644
index 0000000000000000000000000000000000000000..5b1bcab0449e7dc76e3cadc070985d856722c714
--- /dev/null
+++ b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/RECORD
@@ -0,0 +1,10 @@
+certifi/__init__.py,sha256=-W1R_y8WCaSkT1tdjuxH_zTBZY1YH6xQgdN1nbBajOE,94
+certifi/__main__.py,sha256=xBBoj905TUWBLRGANOcf7oi6e-3dMP4cEoG9OyMs11g,243
+certifi/cacert.pem,sha256=u8fpwB11UbuKFZtd7dmJuO484QWv9SK2jrGwG_hUyrA,234354
+certifi/core.py,sha256=XFXycndG5pf37ayeF8N32HUuDafsyhkVMbO4BAPWHa0,3394
+certifi/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+certifi-2026.6.17.dist-info/licenses/LICENSE,sha256=6TcW2mucDVpKHfYP5pWzcPBpVgPSH2-D8FPkLPwQyvc,989
+certifi-2026.6.17.dist-info/METADATA,sha256=6hXAnt0a2el7xm2e9xvPuRCntZLjdKCkN81e47E0wN8,2474
+certifi-2026.6.17.dist-info/WHEEL,sha256=aeYiig01lYGDzBgS8HxWXOg3uV61G9ijOsup-k9o1sk,91
+certifi-2026.6.17.dist-info/top_level.txt,sha256=KMu4vUCfsjLrkPbSNdgdekS-pVJzBAJFO__nI8NF6-U,8
+certifi-2026.6.17.dist-info/RECORD,,
diff --git a/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/WHEEL b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/WHEEL
new file mode 100644
index 0000000000000000000000000000000000000000..14a883f292bc96b20c2b76a3081991f2676523a9
--- /dev/null
+++ b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: setuptools (82.0.1)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/licenses/LICENSE b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/licenses/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..62b076cdee58ec8f34034141ba0befd9015b0c7e
--- /dev/null
+++ b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/licenses/LICENSE
@@ -0,0 +1,20 @@
+This package contains a modified version of ca-bundle.crt:
+
+ca-bundle.crt -- Bundle of CA Root Certificates
+
+This is a bundle of X.509 certificates of public Certificate Authorities
+(CA). These were automatically extracted from Mozilla's root certificates
+file (certdata.txt). This file can be found in the mozilla source tree:
+https://hg.mozilla.org/mozilla-central/file/tip/security/nss/lib/ckfw/builtins/certdata.txt
+It contains the certificates in PEM format and therefore
+can be directly used with curl / libcurl / php_curl, or with
+an Apache+mod_ssl webserver for SSL client authentication.
+Just configure this file as the SSLCACertificateFile.#
+
+***** BEGIN LICENSE BLOCK *****
+This Source Code Form is subject to the terms of the Mozilla Public License,
+v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain
+one at http://mozilla.org/MPL/2.0/.
+
+***** END LICENSE BLOCK *****
+@(#) $RCSfile: certdata.txt,v $ $Revision: 1.80 $ $Date: 2011/11/03 15:11:58 $
diff --git a/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/top_level.txt b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/top_level.txt
new file mode 100644
index 0000000000000000000000000000000000000000..963eac530b9bc28d704d1bc410299c68e3216d4d
--- /dev/null
+++ b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi-2026.6.17.dist-info/top_level.txt
@@ -0,0 +1 @@
+certifi
diff --git a/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/__init__.py b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..ed9a74b7a0f6de9b21e0f79f4c4799952123a78b
--- /dev/null
+++ b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/__init__.py
@@ -0,0 +1,4 @@
+from .core import contents, where
+
+__all__ = ["contents", "where"]
+__version__ = "2026.06.17"
diff --git a/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/__main__.py b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/__main__.py
new file mode 100644
index 0000000000000000000000000000000000000000..8945b5da857f4a7dec2b84f1225f012f6098418c
--- /dev/null
+++ b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/__main__.py
@@ -0,0 +1,12 @@
+import argparse
+
+from certifi import contents, where
+
+parser = argparse.ArgumentParser()
+parser.add_argument("-c", "--contents", action="store_true")
+args = parser.parse_args()
+
+if args.contents:
+ print(contents())
+else:
+ print(where())
diff --git a/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/cacert.pem b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/cacert.pem
new file mode 100644
index 0000000000000000000000000000000000000000..1c2dbfeb6802cb9f18360d7e922a26cd30648e88
--- /dev/null
+++ b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/cacert.pem
@@ -0,0 +1,3863 @@
+
+# Issuer: CN=COMODO ECC Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO ECC Certification Authority O=COMODO CA Limited
+# Label: "COMODO ECC Certification Authority"
+# Serial: 41578283867086692638256921589707938090
+# MD5 Fingerprint: 7c:62:ff:74:9d:31:53:5e:68:4a:d5:78:aa:1e:bf:23
+# SHA1 Fingerprint: 9f:74:4e:9f:2b:4d:ba:ec:0f:31:2c:50:b6:56:3b:8e:2d:93:c3:11
+# SHA256 Fingerprint: 17:93:92:7a:06:14:54:97:89:ad:ce:2f:8f:34:f7:f0:b6:6d:0f:3a:e3:a3:b8:4d:21:ec:15:db:ba:4f:ad:c7
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
+
+# Issuer: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
+# Subject: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
+# Label: "NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny"
+# Serial: 80544274841616
+# MD5 Fingerprint: c5:a1:b7:ff:73:dd:d6:d7:34:32:18:df:fc:3c:ad:88
+# SHA1 Fingerprint: 06:08:3f:59:3f:15:a1:04:a0:69:a4:6b:a9:03:d0:06:b7:97:09:91
+# SHA256 Fingerprint: 6c:61:da:c3:a2:de:f0:31:50:6b:e0:36:d2:a6:fe:40:19:94:fb:d1:3d:f9:c8:d4:66:59:92:74:c4:46:ec:98
+-----BEGIN CERTIFICATE-----
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+# Label: "Microsec e-Szigno Root CA 2009"
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+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R3
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+# Label: "GlobalSign Root CA - R3"
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+# Issuer: CN=Izenpe.com O=IZENPE S.A.
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+# Label: "Izenpe.com"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Go Daddy Root Certificate Authority - G2 O=GoDaddy.com, Inc.
+# Subject: CN=Go Daddy Root Certificate Authority - G2 O=GoDaddy.com, Inc.
+# Label: "Go Daddy Root Certificate Authority - G2"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Starfield Root Certificate Authority - G2 O=Starfield Technologies, Inc.
+# Subject: CN=Starfield Root Certificate Authority - G2 O=Starfield Technologies, Inc.
+# Label: "Starfield Root Certificate Authority - G2"
+# Serial: 0
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+# Issuer: CN=Starfield Services Root Certificate Authority - G2 O=Starfield Technologies, Inc.
+# Subject: CN=Starfield Services Root Certificate Authority - G2 O=Starfield Technologies, Inc.
+# Label: "Starfield Services Root Certificate Authority - G2"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certum Trusted Network CA O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Network CA O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Network CA"
+# Serial: 279744
+# MD5 Fingerprint: d5:e9:81:40:c5:18:69:fc:46:2c:89:75:62:0f:aa:78
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TWCA Root Certification Authority O=TAIWAN-CA OU=Root CA
+# Subject: CN=TWCA Root Certification Authority O=TAIWAN-CA OU=Root CA
+# Label: "TWCA Root Certification Authority"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+# Issuer: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
+# Subject: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
+# Label: "Security Communication RootCA2"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
+# Subject: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
+# Label: "Actalis Authentication Root CA"
+# Serial: 6271844772424770508
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
+# Subject: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
+# Label: "Buypass Class 2 Root CA"
+# Serial: 2
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
+# Subject: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
+# Label: "Buypass Class 3 Root CA"
+# Serial: 2
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Subject: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Label: "T-TeleSec GlobalRoot Class 3"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
+# Subject: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
+# Label: "D-TRUST Root Class 3 CA 2 2009"
+# Serial: 623603
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
+# Subject: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
+# Label: "D-TRUST Root Class 3 CA 2 EV 2009"
+# Serial: 623604
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=CA Disig Root R2 O=Disig a.s.
+# Subject: CN=CA Disig Root R2 O=Disig a.s.
+# Label: "CA Disig Root R2"
+# Serial: 10572350602393338211
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+-----BEGIN CERTIFICATE-----
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+# Label: "ACCVRAIZ1"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
+# Subject: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
+# Label: "TWCA Global Root CA"
+# Serial: 3262
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Subject: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Label: "T-TeleSec GlobalRoot Class 2"
+# Serial: 1
+# MD5 Fingerprint: 2b:9b:9e:e4:7b:6c:1f:00:72:1a:cc:c1:77:79:df:6a
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot 2011 O=Atos
+# Subject: CN=Atos TrustedRoot 2011 O=Atos
+# Label: "Atos TrustedRoot 2011"
+# Serial: 6643877497813316402
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 1 G3"
+# Serial: 687049649626669250736271037606554624078720034195
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 2 G3"
+# Serial: 390156079458959257446133169266079962026824725800
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 3 G3"
+# Serial: 268090761170461462463995952157327242137089239581
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root G2"
+# Serial: 15385348160840213938643033620894905419
+# MD5 Fingerprint: 92:38:b9:f8:63:24:82:65:2c:57:33:e6:fe:81:8f:9d
+# SHA1 Fingerprint: a1:4b:48:d9:43:ee:0a:0e:40:90:4f:3c:e0:a4:c0:91:93:51:5d:3f
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root G3"
+# Serial: 15459312981008553731928384953135426796
+# MD5 Fingerprint: 7c:7f:65:31:0c:81:df:8d:ba:3e:99:e2:5c:ad:6e:fb
+# SHA1 Fingerprint: f5:17:a2:4f:9a:48:c6:c9:f8:a2:00:26:9f:dc:0f:48:2c:ab:30:89
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root G2"
+# Serial: 4293743540046975378534879503202253541
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root G3"
+# Serial: 7089244469030293291760083333884364146
+# MD5 Fingerprint: f5:5d:a4:50:a5:fb:28:7e:1e:0f:0d:cc:96:57:56:ca
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Trusted Root G4"
+# Serial: 7451500558977370777930084869016614236
+# MD5 Fingerprint: 78:f2:fc:aa:60:1f:2f:b4:eb:c9:37:ba:53:2e:75:49
+# SHA1 Fingerprint: dd:fb:16:cd:49:31:c9:73:a2:03:7d:3f:c8:3a:4d:7d:77:5d:05:e4
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=COMODO RSA Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO RSA Certification Authority O=COMODO CA Limited
+# Label: "COMODO RSA Certification Authority"
+# Serial: 101909084537582093308941363524873193117
+# MD5 Fingerprint: 1b:31:b0:71:40:36:cc:14:36:91:ad:c4:3e:fd:ec:18
+# SHA1 Fingerprint: af:e5:d2:44:a8:d1:19:42:30:ff:47:9f:e2:f8:97:bb:cd:7a:8c:b4
+# SHA256 Fingerprint: 52:f0:e1:c4:e5:8e:c6:29:29:1b:60:31:7f:07:46:71:b8:5d:7e:a8:0d:5b:07:27:34:63:53:4b:32:b4:02:34
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
+# Subject: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
+# Label: "USERTrust RSA Certification Authority"
+# Serial: 2645093764781058787591871645665788717
+# MD5 Fingerprint: 1b:fe:69:d1:91:b7:19:33:a3:72:a8:0f:e1:55:e5:b5
+# SHA1 Fingerprint: 2b:8f:1b:57:33:0d:bb:a2:d0:7a:6c:51:f7:0e:e9:0d:da:b9:ad:8e
+# SHA256 Fingerprint: e7:93:c9:b0:2f:d8:aa:13:e2:1c:31:22:8a:cc:b0:81:19:64:3b:74:9c:89:89:64:b1:74:6d:46:c3:d4:cb:d2
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
+# Subject: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
+# Label: "USERTrust ECC Certification Authority"
+# Serial: 123013823720199481456569720443997572134
+# MD5 Fingerprint: fa:68:bc:d9:b5:7f:ad:fd:c9:1d:06:83:28:cc:24:c1
+# SHA1 Fingerprint: d1:cb:ca:5d:b2:d5:2a:7f:69:3b:67:4d:e5:f0:5a:1d:0c:95:7d:f0
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
+# Label: "GlobalSign ECC Root CA - R5"
+# Serial: 32785792099990507226680698011560947931244
+# MD5 Fingerprint: 9f:ad:3b:1c:02:1e:8a:ba:17:74:38:81:0c:a2:bc:08
+# SHA1 Fingerprint: 1f:24:c6:30:cd:a4:18:ef:20:69:ff:ad:4f:dd:5f:46:3a:1b:69:aa
+# SHA256 Fingerprint: 17:9f:bc:14:8a:3d:d0:0f:d2:4e:a1:34:58:cc:43:bf:a7:f5:9c:81:82:d7:83:a5:13:f6:eb:ec:10:0c:89:24
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
+# Subject: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
+# Label: "IdenTrust Commercial Root CA 1"
+# Serial: 13298821034946342390520003877796839426
+# MD5 Fingerprint: b3:3e:77:73:75:ee:a0:d3:e3:7e:49:63:49:59:bb:c7
+# SHA1 Fingerprint: df:71:7e:aa:4a:d9:4e:c9:55:84:99:60:2d:48:de:5f:bc:f0:3a:25
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
+# Subject: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
+# Label: "IdenTrust Public Sector Root CA 1"
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+# Issuer: CN=CFCA EV ROOT O=China Financial Certification Authority
+# Subject: CN=CFCA EV ROOT O=China Financial Certification Authority
+# Label: "CFCA EV ROOT"
+# Serial: 407555286
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=OISTE WISeKey Global Root GB CA O=WISeKey OU=OISTE Foundation Endorsed
+# Subject: CN=OISTE WISeKey Global Root GB CA O=WISeKey OU=OISTE Foundation Endorsed
+# Label: "OISTE WISeKey Global Root GB CA"
+# Serial: 157768595616588414422159278966750757568
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
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+# Issuer: CN=SZAFIR ROOT CA2 O=Krajowa Izba Rozliczeniowa S.A.
+# Subject: CN=SZAFIR ROOT CA2 O=Krajowa Izba Rozliczeniowa S.A.
+# Label: "SZAFIR ROOT CA2"
+# Serial: 357043034767186914217277344587386743377558296292
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certum Trusted Network CA 2 O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Network CA 2 O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Network CA 2"
+# Serial: 44979900017204383099463764357512596969
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 2 O=Amazon
+# Subject: CN=Amazon Root CA 2 O=Amazon
+# Label: "Amazon Root CA 2"
+# Serial: 143266982885963551818349160658925006970653239
+# MD5 Fingerprint: c8:e5:8d:ce:a8:42:e2:7a:c0:2a:5c:7c:9e:26:bf:66
+# SHA1 Fingerprint: 5a:8c:ef:45:d7:a6:98:59:76:7a:8c:8b:44:96:b5:78:cf:47:4b:1a
+# SHA256 Fingerprint: 1b:a5:b2:aa:8c:65:40:1a:82:96:01:18:f8:0b:ec:4f:62:30:4d:83:ce:c4:71:3a:19:c3:9c:01:1e:a4:6d:b4
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 3 O=Amazon
+# Subject: CN=Amazon Root CA 3 O=Amazon
+# Label: "Amazon Root CA 3"
+# Serial: 143266986699090766294700635381230934788665930
+# MD5 Fingerprint: a0:d4:ef:0b:f7:b5:d8:49:95:2a:ec:f5:c4:fc:81:87
+# SHA1 Fingerprint: 0d:44:dd:8c:3c:8c:1a:1a:58:75:64:81:e9:0f:2e:2a:ff:b3:d2:6e
+# SHA256 Fingerprint: 18:ce:6c:fe:7b:f1:4e:60:b2:e3:47:b8:df:e8:68:cb:31:d0:2e:bb:3a:da:27:15:69:f5:03:43:b4:6d:b3:a4
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 4 O=Amazon
+# Subject: CN=Amazon Root CA 4 O=Amazon
+# Label: "Amazon Root CA 4"
+# Serial: 143266989758080763974105200630763877849284878
+# MD5 Fingerprint: 89:bc:27:d5:eb:17:8d:06:6a:69:d5:fd:89:47:b4:cd
+# SHA1 Fingerprint: f6:10:84:07:d6:f8:bb:67:98:0c:c2:e2:44:c2:eb:ae:1c:ef:63:be
+# SHA256 Fingerprint: e3:5d:28:41:9e:d0:20:25:cf:a6:90:38:cd:62:39:62:45:8d:a5:c6:95:fb:de:a3:c2:2b:0b:fb:25:89:70:92
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
+# Subject: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
+# Label: "TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1"
+# Serial: 1
+# MD5 Fingerprint: dc:00:81:dc:69:2f:3e:2f:b0:3b:f6:3d:5a:91:8e:49
+# SHA1 Fingerprint: 31:43:64:9b:ec:ce:27:ec:ed:3a:3f:0b:8f:0d:e4:e8:91:dd:ee:ca
+# SHA256 Fingerprint: 46:ed:c3:68:90:46:d5:3a:45:3f:b3:10:4a:b8:0d:ca:ec:65:8b:26:60:ea:16:29:dd:7e:86:79:90:64:87:16
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
+# Subject: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
+# Label: "GDCA TrustAUTH R5 ROOT"
+# Serial: 9009899650740120186
+# MD5 Fingerprint: 63:cc:d9:3d:34:35:5c:6f:53:a3:e2:08:70:48:1f:b4
+# SHA1 Fingerprint: 0f:36:38:5b:81:1a:25:c3:9b:31:4e:83:ca:e9:34:66:70:cc:74:b4
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
+# Subject: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
+# Label: "SSL.com Root Certification Authority RSA"
+# Serial: 8875640296558310041
+# MD5 Fingerprint: 86:69:12:c0:70:f1:ec:ac:ac:c2:d5:bc:a5:5b:a1:29
+# SHA1 Fingerprint: b7:ab:33:08:d1:ea:44:77:ba:14:80:12:5a:6f:bd:a9:36:49:0c:bb
+# SHA256 Fingerprint: 85:66:6a:56:2e:e0:be:5c:e9:25:c1:d8:89:0a:6f:76:a8:7e:c1:6d:4d:7d:5f:29:ea:74:19:cf:20:12:3b:69
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
+# Subject: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
+# Label: "SSL.com Root Certification Authority ECC"
+# Serial: 8495723813297216424
+# MD5 Fingerprint: 2e:da:e4:39:7f:9c:8f:37:d1:70:9f:26:17:51:3a:8e
+# SHA1 Fingerprint: c3:19:7c:39:24:e6:54:af:1b:c4:ab:20:95:7a:e2:c3:0e:13:02:6a
+# SHA256 Fingerprint: 34:17:bb:06:cc:60:07:da:1b:96:1c:92:0b:8a:b4:ce:3f:ad:82:0e:4a:a3:0b:9a:cb:c4:a7:4e:bd:ce:bc:65
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
+# Subject: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
+# Label: "SSL.com EV Root Certification Authority RSA R2"
+# Serial: 6248227494352943350
+# MD5 Fingerprint: e1:1e:31:58:1a:ae:54:53:02:f6:17:6a:11:7b:4d:95
+# SHA1 Fingerprint: 74:3a:f0:52:9b:d0:32:a0:f4:4a:83:cd:d4:ba:a9:7b:7c:2e:c4:9a
+# SHA256 Fingerprint: 2e:7b:f1:6c:c2:24:85:a7:bb:e2:aa:86:96:75:07:61:b0:ae:39:be:3b:2f:e9:d0:cc:6d:4e:f7:34:91:42:5c
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
+# Subject: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
+# Label: "SSL.com EV Root Certification Authority ECC"
+# Serial: 3182246526754555285
+# MD5 Fingerprint: 59:53:22:65:83:42:01:54:c0:ce:42:b9:5a:7c:f2:90
+# SHA1 Fingerprint: 4c:dd:51:a3:d1:f5:20:32:14:b0:c6:c5:32:23:03:91:c7:46:42:6d
+# SHA256 Fingerprint: 22:a2:c1:f7:bd:ed:70:4c:c1:e7:01:b5:f4:08:c3:10:88:0f:e9:56:b5:de:2a:4a:44:f9:9c:87:3a:25:a7:c8
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
+# Label: "GlobalSign Root CA - R6"
+# Serial: 1417766617973444989252670301619537
+# MD5 Fingerprint: 4f:dd:07:e4:d4:22:64:39:1e:0c:37:42:ea:d1:c6:ae
+# SHA1 Fingerprint: 80:94:64:0e:b5:a7:a1:ca:11:9c:1f:dd:d5:9f:81:02:63:a7:fb:d1
+# SHA256 Fingerprint: 2c:ab:ea:fe:37:d0:6c:a2:2a:ba:73:91:c0:03:3d:25:98:29:52:c4:53:64:73:49:76:3a:3a:b5:ad:6c:cf:69
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
+# Subject: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
+# Label: "OISTE WISeKey Global Root GC CA"
+# Serial: 44084345621038548146064804565436152554
+# MD5 Fingerprint: a9:d6:b9:2d:2f:93:64:f8:a5:69:ca:91:e9:68:07:23
+# SHA1 Fingerprint: e0:11:84:5e:34:de:be:88:81:b9:9c:f6:16:26:d1:96:1f:c3:b9:31
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=UCA Global G2 Root O=UniTrust
+# Subject: CN=UCA Global G2 Root O=UniTrust
+# Label: "UCA Global G2 Root"
+# Serial: 124779693093741543919145257850076631279
+# MD5 Fingerprint: 80:fe:f0:c4:4a:f0:5c:62:32:9f:1c:ba:78:a9:50:f8
+# SHA1 Fingerprint: 28:f9:78:16:19:7a:ff:18:25:18:aa:44:fe:c1:a0:ce:5c:b6:4c:8a
+# SHA256 Fingerprint: 9b:ea:11:c9:76:fe:01:47:64:c1:be:56:a6:f9:14:b5:a5:60:31:7a:bd:99:88:39:33:82:e5:16:1a:a0:49:3c
+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=UCA Extended Validation Root O=UniTrust
+# Subject: CN=UCA Extended Validation Root O=UniTrust
+# Label: "UCA Extended Validation Root"
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+# Issuer: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
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+# Label: "Certigna Root CA"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
+# Subject: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
+# Label: "emSign Root CA - G1"
+# Serial: 235931866688319308814040
+# MD5 Fingerprint: 9c:42:84:57:dd:cb:0b:a7:2e:95:ad:b6:f3:da:bc:ac
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
+# Subject: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
+# Label: "emSign ECC Root CA - G3"
+# Serial: 287880440101571086945156
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=emSign Root CA - C1 O=eMudhra Inc OU=emSign PKI
+# Subject: CN=emSign Root CA - C1 O=eMudhra Inc OU=emSign PKI
+# Label: "emSign Root CA - C1"
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=emSign ECC Root CA - C3 O=eMudhra Inc OU=emSign PKI
+# Subject: CN=emSign ECC Root CA - C3 O=eMudhra Inc OU=emSign PKI
+# Label: "emSign ECC Root CA - C3"
+# Serial: 582948710642506000014504
+# MD5 Fingerprint: 3e:53:b3:a3:81:ee:d7:10:f8:d3:b0:1d:17:92:f5:d5
+# SHA1 Fingerprint: b6:af:43:c2:9b:81:53:7d:f6:ef:6b:c3:1f:1f:60:15:0c:ee:48:66
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Hongkong Post Root CA 3 O=Hongkong Post
+# Subject: CN=Hongkong Post Root CA 3 O=Hongkong Post
+# Label: "Hongkong Post Root CA 3"
+# Serial: 46170865288971385588281144162979347873371282084
+# MD5 Fingerprint: 11:fc:9f:bd:73:30:02:8a:fd:3f:f3:58:b9:cb:20:f0
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
+# Subject: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
+# Label: "Microsoft ECC Root Certificate Authority 2017"
+# Serial: 136839042543790627607696632466672567020
+# MD5 Fingerprint: dd:a1:03:e6:4a:93:10:d1:bf:f0:19:42:cb:fe:ed:67
+# SHA1 Fingerprint: 99:9a:64:c3:7f:f4:7d:9f:ab:95:f1:47:69:89:14:60:ee:c4:c3:c5
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
+# Subject: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
+# Label: "Microsoft RSA Root Certificate Authority 2017"
+# Serial: 40975477897264996090493496164228220339
+# MD5 Fingerprint: 10:ff:00:ff:cf:c9:f8:c7:7a:c0:ee:35:8e:c9:0f:47
+# SHA1 Fingerprint: 73:a5:e6:4a:3b:ff:83:16:ff:0e:dc:cc:61:8a:90:6e:4e:ae:4d:74
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
+# Subject: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
+# Label: "e-Szigno Root CA 2017"
+# Serial: 411379200276854331539784714
+# MD5 Fingerprint: de:1f:f6:9e:84:ae:a7:b4:21:ce:1e:58:7d:d1:84:98
+# SHA1 Fingerprint: 89:d4:83:03:4f:9e:9a:48:80:5f:72:37:d4:a9:a6:ef:cb:7c:1f:d1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=CERTSIGN SA OU=certSIGN ROOT CA G2
+# Subject: O=CERTSIGN SA OU=certSIGN ROOT CA G2
+# Label: "certSIGN Root CA G2"
+# Serial: 313609486401300475190
+# MD5 Fingerprint: 8c:f1:75:8a:c6:19:cf:94:b7:f7:65:20:87:c3:97:c7
+# SHA1 Fingerprint: 26:f9:93:b4:ed:3d:28:27:b0:b9:4b:a7:e9:15:1d:a3:8d:92:e5:32
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
+# Subject: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
+# Label: "NAVER Global Root Certification Authority"
+# Serial: 9013692873798656336226253319739695165984492813
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
+# Subject: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
+# Label: "AC RAIZ FNMT-RCM SERVIDORES SEGUROS"
+# Serial: 131542671362353147877283741781055151509
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign Root R46 O=GlobalSign nv-sa
+# Subject: CN=GlobalSign Root R46 O=GlobalSign nv-sa
+# Label: "GlobalSign Root R46"
+# Serial: 1552617688466950547958867513931858518042577
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=GlobalSign Root E46 O=GlobalSign nv-sa
+# Subject: CN=GlobalSign Root E46 O=GlobalSign nv-sa
+# Label: "GlobalSign Root E46"
+# Serial: 1552617690338932563915843282459653771421763
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
+# Subject: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
+# Label: "ANF Secure Server Root CA"
+# Serial: 996390341000653745
+# MD5 Fingerprint: 26:a6:44:5a:d9:af:4e:2f:b2:1d:b6:65:b0:4e:e8:96
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Subject: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Label: "Certum EC-384 CA"
+# Serial: 160250656287871593594747141429395092468
+# MD5 Fingerprint: b6:65:b3:96:60:97:12:a1:ec:4e:e1:3d:a3:c6:c9:f1
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Root CA"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
+# Subject: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
+# Label: "TunTrust Root CA"
+# Serial: 108534058042236574382096126452369648152337120275
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Subject: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Label: "HARICA TLS RSA Root CA 2021"
+# Serial: 76817823531813593706434026085292783742
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Subject: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Label: "HARICA TLS ECC Root CA 2021"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
+# Subject: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
+# Label: "Autoridad de Certificacion Firmaprofesional CIF A62634068"
+# Serial: 1977337328857672817
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=vTrus ECC Root CA O=iTrusChina Co.,Ltd.
+# Label: "vTrus ECC Root CA"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
+# Subject: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
+# Label: "vTrus Root CA"
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+# Issuer: CN=ISRG Root X2 O=Internet Security Research Group
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+# Label: "ISRG Root X2"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=HiPKI Root CA - G1 O=Chunghwa Telecom Co., Ltd.
+# Label: "HiPKI Root CA - G1"
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+-----BEGIN CERTIFICATE-----
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+# Label: "GlobalSign ECC Root CA - R4"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=GTS Root R1 O=Google Trust Services LLC
+# Label: "GTS Root R1"
+# Serial: 159662320309726417404178440727
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GTS Root R3 O=Google Trust Services LLC
+# Subject: CN=GTS Root R3 O=Google Trust Services LLC
+# Label: "GTS Root R3"
+# Serial: 159662495401136852707857743206
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GTS Root R4 O=Google Trust Services LLC
+# Subject: CN=GTS Root R4 O=Google Trust Services LLC
+# Label: "GTS Root R4"
+# Serial: 159662532700760215368942768210
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Telia Root CA v2 O=Telia Finland Oyj
+# Subject: CN=Telia Root CA v2 O=Telia Finland Oyj
+# Label: "Telia Root CA v2"
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
+# Subject: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
+# Label: "D-TRUST BR Root CA 1 2020"
+# Serial: 165870826978392376648679885835942448534
+# MD5 Fingerprint: b5:aa:4b:d5:ed:f7:e3:55:2e:8f:72:0a:f3:75:b8:ed
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
+# Subject: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
+# Label: "D-TRUST EV Root CA 1 2020"
+# Serial: 126288379621884218666039612629459926992
+# MD5 Fingerprint: 8c:2d:9d:70:9f:48:99:11:06:11:fb:e9:cb:30:c0:6e
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
+# Subject: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
+# Label: "DigiCert TLS ECC P384 Root G5"
+# Serial: 13129116028163249804115411775095713523
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
+# Subject: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
+# Label: "DigiCert TLS RSA4096 Root G5"
+# Serial: 11930366277458970227240571539258396554
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certainly Root R1 O=Certainly
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+# Label: "Certainly Root R1"
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+# Issuer: CN=Certainly Root E1 O=Certainly
+# Subject: CN=Certainly Root E1 O=Certainly
+# Label: "Certainly Root E1"
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+# Issuer: CN=Security Communication ECC RootCA1 O=SECOM Trust Systems CO.,LTD.
+# Subject: CN=Security Communication ECC RootCA1 O=SECOM Trust Systems CO.,LTD.
+# Label: "Security Communication ECC RootCA1"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=BJCA Global Root CA1 O=BEIJING CERTIFICATE AUTHORITY
+# Subject: CN=BJCA Global Root CA1 O=BEIJING CERTIFICATE AUTHORITY
+# Label: "BJCA Global Root CA1"
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+# Issuer: CN=BJCA Global Root CA2 O=BEIJING CERTIFICATE AUTHORITY
+# Subject: CN=BJCA Global Root CA2 O=BEIJING CERTIFICATE AUTHORITY
+# Label: "BJCA Global Root CA2"
+# Serial: 58605626836079930195615843123109055211
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
+# Subject: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
+# Label: "Sectigo Public Server Authentication Root E46"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
+# Subject: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
+# Label: "Sectigo Public Server Authentication Root R46"
+# Serial: 156256931880233212765902055439220583700
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
+# Subject: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
+# Label: "SSL.com TLS RSA Root CA 2022"
+# Serial: 148535279242832292258835760425842727825
+# MD5 Fingerprint: d8:4e:c6:59:30:d8:fe:a0:d6:7a:5a:2c:2c:69:78:da
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
+# Subject: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
+# Label: "SSL.com TLS ECC Root CA 2022"
+# Serial: 26605119622390491762507526719404364228
+# MD5 Fingerprint: 99:d7:5c:f1:51:36:cc:e9:ce:d9:19:2e:77:71:56:c5
+# SHA1 Fingerprint: 9f:5f:d9:1a:54:6d:f5:0c:71:f0:ee:7a:bd:17:49:98:84:73:e2:39
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
+# Subject: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
+# Label: "Atos TrustedRoot Root CA ECC TLS 2021"
+# Serial: 81873346711060652204712539181482831616
+# MD5 Fingerprint: 16:9f:ad:f1:70:ad:79:d6:ed:29:b4:d1:c5:79:70:a8
+# SHA1 Fingerprint: 9e:bc:75:10:42:b3:02:f3:81:f4:f7:30:62:d4:8f:c3:a7:51:b2:dd
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
+# Subject: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
+# Label: "Atos TrustedRoot Root CA RSA TLS 2021"
+# Serial: 111436099570196163832749341232207667876
+# MD5 Fingerprint: d4:d3:46:b8:9a:c0:9c:76:5d:9e:3a:c3:b9:99:31:d2
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TrustAsia Global Root CA G3 O=TrustAsia Technologies, Inc.
+# Subject: CN=TrustAsia Global Root CA G3 O=TrustAsia Technologies, Inc.
+# Label: "TrustAsia Global Root CA G3"
+# Serial: 576386314500428537169965010905813481816650257167
+# MD5 Fingerprint: 30:42:1b:b7:bb:81:75:35:e4:16:4f:53:d2:94:de:04
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TrustAsia Global Root CA G4 O=TrustAsia Technologies, Inc.
+# Subject: CN=TrustAsia Global Root CA G4 O=TrustAsia Technologies, Inc.
+# Label: "TrustAsia Global Root CA G4"
+# Serial: 451799571007117016466790293371524403291602933463
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
+# Subject: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
+# Label: "Telekom Security TLS ECC Root 2020"
+# Serial: 72082518505882327255703894282316633856
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
+# Subject: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
+# Label: "Telekom Security TLS RSA Root 2023"
+# Serial: 44676229530606711399881795178081572759
+# MD5 Fingerprint: bf:5b:eb:54:40:cd:48:71:c4:20:8d:7d:de:0a:42:f2
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=TWCA CYBER Root CA O=TAIWAN-CA OU=Root CA
+# Subject: CN=TWCA CYBER Root CA O=TAIWAN-CA OU=Root CA
+# Label: "TWCA CYBER Root CA"
+# Serial: 85076849864375384482682434040119489222
+# MD5 Fingerprint: 0b:33:a0:97:52:95:d4:a9:fd:bb:db:6e:a3:55:5b:51
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=SecureSign Root CA14 O=Cybertrust Japan Co., Ltd.
+# Subject: CN=SecureSign Root CA14 O=Cybertrust Japan Co., Ltd.
+# Label: "SecureSign Root CA14"
+# Serial: 575790784512929437950770173562378038616896959179
+# MD5 Fingerprint: 71:0d:72:fa:92:19:65:5e:89:04:ac:16:33:f0:bc:d5
+# SHA1 Fingerprint: dd:50:c0:f7:79:b3:64:2e:74:a2:b8:9d:9f:d3:40:dd:bb:f0:f2:4f
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SecureSign Root CA15 O=Cybertrust Japan Co., Ltd.
+# Subject: CN=SecureSign Root CA15 O=Cybertrust Japan Co., Ltd.
+# Label: "SecureSign Root CA15"
+# Serial: 126083514594751269499665114766174399806381178503
+# MD5 Fingerprint: 13:30:fc:c4:62:a6:a9:de:b5:c1:68:af:b5:d2:31:47
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST BR Root CA 2 2023 O=D-Trust GmbH
+# Subject: CN=D-TRUST BR Root CA 2 2023 O=D-Trust GmbH
+# Label: "D-TRUST BR Root CA 2 2023"
+# Serial: 153168538924886464690566649552453098598
+# MD5 Fingerprint: e1:09:ed:d3:60:d4:56:1b:47:1f:b7:0c:5f:1b:5f:85
+# SHA1 Fingerprint: 2d:b0:70:ee:71:94:af:69:68:17:db:79:ce:58:9f:a0:6b:96:f7:87
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TrustAsia TLS ECC Root CA O=TrustAsia Technologies, Inc.
+# Subject: CN=TrustAsia TLS ECC Root CA O=TrustAsia Technologies, Inc.
+# Label: "TrustAsia TLS ECC Root CA"
+# Serial: 310892014698942880364840003424242768478804666567
+# MD5 Fingerprint: 09:48:04:77:d2:fc:65:93:71:66:b1:11:95:4f:06:8c
+# SHA1 Fingerprint: b5:ec:39:f3:a1:66:37:ae:c3:05:94:57:e2:be:11:be:b7:a1:7f:36
+# SHA256 Fingerprint: c0:07:6b:9e:f0:53:1f:b1:a6:56:d6:7c:4e:be:97:cd:5d:ba:a4:1e:f4:45:98:ac:c2:48:98:78:c9:2d:87:11
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TrustAsia TLS RSA Root CA O=TrustAsia Technologies, Inc.
+# Subject: CN=TrustAsia TLS RSA Root CA O=TrustAsia Technologies, Inc.
+# Label: "TrustAsia TLS RSA Root CA"
+# Serial: 160405846464868906657516898462547310235378010780
+# MD5 Fingerprint: 3b:9e:c3:86:0f:34:3c:6b:c5:46:c4:8e:1d:e7:19:12
+# SHA1 Fingerprint: a5:46:50:c5:62:ea:95:9a:1a:a7:04:6f:17:58:c7:29:53:3d:03:fa
+# SHA256 Fingerprint: 06:c0:8d:7d:af:d8:76:97:1e:b1:12:4f:e6:7f:84:7e:c0:c7:a1:58:d3:ea:53:cb:e9:40:e2:ea:97:91:f4:c3
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST EV Root CA 2 2023 O=D-Trust GmbH
+# Subject: CN=D-TRUST EV Root CA 2 2023 O=D-Trust GmbH
+# Label: "D-TRUST EV Root CA 2 2023"
+# Serial: 139766439402180512324132425437959641711
+# MD5 Fingerprint: 96:b4:78:09:f0:09:cb:77:eb:bb:1b:4d:6f:36:bc:b6
+# SHA1 Fingerprint: a5:5b:d8:47:6c:8f:19:f7:4c:f4:6d:6b:b6:c2:79:82:22:df:54:8b
+# SHA256 Fingerprint: 8e:82:21:b2:e7:d4:00:78:36:a1:67:2f:0d:cc:29:9c:33:bc:07:d3:16:f1:32:fa:1a:20:6d:58:71:50:f1:ce
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SwissSign RSA TLS Root CA 2022 - 1 O=SwissSign AG
+# Subject: CN=SwissSign RSA TLS Root CA 2022 - 1 O=SwissSign AG
+# Label: "SwissSign RSA TLS Root CA 2022 - 1"
+# Serial: 388078645722908516278762308316089881486363258315
+# MD5 Fingerprint: 16:2e:e4:19:76:81:85:ba:8e:91:58:f1:15:ef:72:39
+# SHA1 Fingerprint: 81:34:0a:be:4c:cd:ce:cc:e7:7d:cc:8a:d4:57:e2:45:a0:77:5d:ce
+# SHA256 Fingerprint: 19:31:44:f4:31:e0:fd:db:74:07:17:d4:de:92:6a:57:11:33:88:4b:43:60:d3:0e:27:29:13:cb:e6:60:ce:41
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=OISTE Server Root ECC G1 O=OISTE Foundation
+# Subject: CN=OISTE Server Root ECC G1 O=OISTE Foundation
+# Label: "OISTE Server Root ECC G1"
+# Serial: 47819833811561661340092227008453318557
+# MD5 Fingerprint: 42:a7:d2:35:ae:02:92:db:19:76:08:de:2f:05:b4:d4
+# SHA1 Fingerprint: 3b:f6:8b:09:ae:2a:92:7b:ba:e3:8d:3f:11:95:d9:e6:44:0c:45:e2
+# SHA256 Fingerprint: ee:c9:97:c0:c3:0f:21:6f:7e:3b:8b:30:7d:2b:ae:42:41:2d:75:3f:c8:21:9d:af:d1:52:0b:25:72:85:0f:49
+-----BEGIN CERTIFICATE-----
+MIICNTCCAbqgAwIBAgIQI/nD1jWvjyhLH/BU6n6XnTAKBggqhkjOPQQDAzBLMQsw
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+YmH5LVerVrkR3SW+ak5KGoJr3M/TvEqzPNcum9v4KGm8ay3sMaE641c=
+-----END CERTIFICATE-----
+
+# Issuer: CN=OISTE Server Root RSA G1 O=OISTE Foundation
+# Subject: CN=OISTE Server Root RSA G1 O=OISTE Foundation
+# Label: "OISTE Server Root RSA G1"
+# Serial: 113845518112613905024960613408179309848
+# MD5 Fingerprint: 23:a7:9e:d4:70:b8:b9:14:57:41:8a:7e:44:59:e2:68
+# SHA1 Fingerprint: f7:00:34:25:94:88:68:31:e4:34:87:3f:70:fe:86:b3:86:9f:f0:6e
+# SHA256 Fingerprint: 9a:e3:62:32:a5:18:9f:fd:db:35:3d:fd:26:52:0c:01:53:95:d2:27:77:da:c5:9d:b5:7b:98:c0:89:a6:51:e6
+-----BEGIN CERTIFICATE-----
+MIIFgzCCA2ugAwIBAgIQVaXZZ5Qoxu0M+ifdWwFNGDANBgkqhkiG9w0BAQwFADBL
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+BiElxky8j3C7DOReIoMt0r7+hVu05L0=
+-----END CERTIFICATE-----
+
+# Issuer: CN=e-Szigno TLS Root CA 2023 O=Microsec Ltd.
+# Subject: CN=e-Szigno TLS Root CA 2023 O=Microsec Ltd.
+# Label: "e-Szigno TLS Root CA 2023"
+# Serial: 71934828665710877219916191754
+# MD5 Fingerprint: 6a:e9:99:74:a5:da:5e:f1:d9:2e:f2:c8:d1:86:8b:71
+# SHA1 Fingerprint: 6f:9a:d5:d5:df:e8:2c:eb:be:37:07:ee:4f:4f:52:58:29:41:d1:fe
+# SHA256 Fingerprint: b4:91:41:50:2d:00:66:3d:74:0f:2e:7e:c3:40:c5:28:00:96:26:66:12:1a:36:d0:9c:f7:dd:2b:90:38:4f:b4
+-----BEGIN CERTIFICATE-----
+MIICzzCCAjGgAwIBAgINAOhvGHvWOWuYSkmYCjAKBggqhkjOPQQDBDB1MQswCQYD
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+uWWL
+-----END CERTIFICATE-----
diff --git a/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/core.py b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/core.py
new file mode 100644
index 0000000000000000000000000000000000000000..1c9661cc7c2f6917c2506a30b2710002f81ab23a
--- /dev/null
+++ b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/core.py
@@ -0,0 +1,83 @@
+"""
+certifi.py
+~~~~~~~~~~
+
+This module returns the installation location of cacert.pem or its contents.
+"""
+import sys
+import atexit
+
+def exit_cacert_ctx() -> None:
+ _CACERT_CTX.__exit__(None, None, None) # type: ignore[union-attr]
+
+
+if sys.version_info >= (3, 11):
+
+ from importlib.resources import as_file, files
+
+ _CACERT_CTX = None
+ _CACERT_PATH = None
+
+ def where() -> str:
+ # This is slightly terrible, but we want to delay extracting the file
+ # in cases where we're inside of a zipimport situation until someone
+ # actually calls where(), but we don't want to re-extract the file
+ # on every call of where(), so we'll do it once then store it in a
+ # global variable.
+ global _CACERT_CTX
+ global _CACERT_PATH
+ if _CACERT_PATH is None:
+ # This is slightly janky, the importlib.resources API wants you to
+ # manage the cleanup of this file, so it doesn't actually return a
+ # path, it returns a context manager that will give you the path
+ # when you enter it and will do any cleanup when you leave it. In
+ # the common case of not needing a temporary file, it will just
+ # return the file system location and the __exit__() is a no-op.
+ #
+ # We also have to hold onto the actual context manager, because
+ # it will do the cleanup whenever it gets garbage collected, so
+ # we will also store that at the global level as well.
+ _CACERT_CTX = as_file(files("certifi").joinpath("cacert.pem"))
+ _CACERT_PATH = str(_CACERT_CTX.__enter__())
+ atexit.register(exit_cacert_ctx)
+
+ return _CACERT_PATH
+
+ def contents() -> str:
+ return files("certifi").joinpath("cacert.pem").read_text(encoding="ascii")
+
+else:
+
+ from importlib.resources import path as get_path, read_text
+
+ _CACERT_CTX = None
+ _CACERT_PATH = None
+
+ def where() -> str:
+ # This is slightly terrible, but we want to delay extracting the
+ # file in cases where we're inside of a zipimport situation until
+ # someone actually calls where(), but we don't want to re-extract
+ # the file on every call of where(), so we'll do it once then store
+ # it in a global variable.
+ global _CACERT_CTX
+ global _CACERT_PATH
+ if _CACERT_PATH is None:
+ # This is slightly janky, the importlib.resources API wants you
+ # to manage the cleanup of this file, so it doesn't actually
+ # return a path, it returns a context manager that will give
+ # you the path when you enter it and will do any cleanup when
+ # you leave it. In the common case of not needing a temporary
+ # file, it will just return the file system location and the
+ # __exit__() is a no-op.
+ #
+ # We also have to hold onto the actual context manager, because
+ # it will do the cleanup whenever it gets garbage collected, so
+ # we will also store that at the global level as well.
+ _CACERT_CTX = get_path("certifi", "cacert.pem")
+ _CACERT_PATH = str(_CACERT_CTX.__enter__())
+ atexit.register(exit_cacert_ctx)
+
+ return _CACERT_PATH
+
+ def contents() -> str:
+ return read_text("certifi", "cacert.pem", encoding="ascii")
diff --git a/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/py.typed b/.cache/uv/archive-v0/YmxjP02yZXf4K2EuUjFOy/certifi/py.typed
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_api.py b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_api.py
new file mode 100644
index 0000000000000000000000000000000000000000..4259bf527fdec3cd78c0497176523667162f859c
--- /dev/null
+++ b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_api.py
@@ -0,0 +1,645 @@
+from __future__ import annotations
+
+import contextlib
+import inspect
+import logging
+import os
+import sys
+import time
+import warnings
+from abc import ABCMeta, abstractmethod
+from dataclasses import dataclass
+from threading import Lock, local
+from typing import TYPE_CHECKING, Any, TypeVar
+from weakref import WeakValueDictionary
+
+from ._error import Timeout
+from ._util import break_lock_file
+
+#: Sentinel indicating that no explicit file permission mode was passed.
+#: When used, lock files are created with 0o666 (letting umask and default ACLs control the final permissions)
+#: and fchmod is skipped so that POSIX default ACL inheritance is preserved.
+_UNSET_FILE_MODE: int = -1
+
+if TYPE_CHECKING:
+ from collections.abc import Callable
+ from types import TracebackType
+
+ from ._read_write import ReadWriteLock
+ from ._soft_rw import SoftReadWriteLock
+
+ if sys.version_info >= (3, 11): # pragma: no cover (py311+)
+ from typing import Self
+ else: # pragma: no cover ( None:
+ super().__init__()
+ self.held: dict[str, int] = {}
+
+
+_registry = _ThreadLocalRegistry()
+
+
+# This is a helper class which is returned by :meth:`BaseFileLock.acquire` and wraps the lock to make sure __enter__
+# is not called twice when entering the with statement. If we would simply return *self*, the lock would be acquired
+# again in the *__enter__* method of the BaseFileLock, but not released again automatically. issue #37 (memory leak)
+class AcquireReturnProxy:
+ """A context-aware object that will release the lock file when exiting."""
+
+ def __init__(self, lock: BaseFileLock | ReadWriteLock | SoftReadWriteLock) -> None:
+ self.lock: BaseFileLock | ReadWriteLock | SoftReadWriteLock = lock
+
+ def __enter__(self) -> BaseFileLock | ReadWriteLock | SoftReadWriteLock:
+ return self.lock
+
+ def __exit__(
+ self,
+ exc_type: type[BaseException] | None,
+ exc_value: BaseException | None,
+ traceback: TracebackType | None,
+ ) -> None:
+ self.lock.release()
+
+
+@dataclass
+class FileLockContext:
+ """A dataclass which holds the context for a ``BaseFileLock`` object."""
+
+ # The context is held in a separate class to allow optional use of thread local storage via the
+ # ThreadLocalFileContext class.
+
+ #: The path to the lock file.
+ lock_file: str
+
+ #: The default timeout value.
+ timeout: float
+
+ #: The mode for the lock files
+ mode: int
+
+ #: Whether the lock should be blocking or not
+ blocking: bool
+
+ #: The default polling interval value.
+ poll_interval: float
+
+ #: The lock lifetime in seconds; ``None`` means the lock never expires.
+ lifetime: float | None = None
+
+ #: The file descriptor for the *_lock_file* as it is returned by the os.open() function, not None when lock held
+ lock_file_fd: int | None = None
+
+ #: The lock counter is used for implementing the nested locking mechanism.
+ lock_counter: int = 0 # When the lock is acquired is increased and the lock is only released, when this value is 0
+
+
+class ThreadLocalFileContext(FileLockContext, local):
+ """A thread local version of the ``FileLockContext`` class."""
+
+
+_T = TypeVar("_T", bound="BaseFileLock")
+
+
+class FileLockMeta(ABCMeta):
+ _instances: WeakValueDictionary[str, BaseFileLock]
+ _instances_lock: Lock
+
+ def __call__( # noqa: PLR0913
+ cls: type[_T],
+ lock_file: str | os.PathLike[str],
+ timeout: float = -1,
+ mode: int = _UNSET_FILE_MODE,
+ thread_local: bool = True, # noqa: FBT001, FBT002
+ *,
+ blocking: bool = True,
+ is_singleton: bool = False,
+ poll_interval: float = 0.05,
+ lifetime: float | None = None,
+ **kwargs: Any, # capture remaining kwargs for subclasses # noqa: ANN401
+ ) -> _T:
+ params = {
+ "timeout": timeout,
+ "mode": mode,
+ "thread_local": thread_local,
+ "blocking": blocking,
+ "is_singleton": is_singleton,
+ "poll_interval": poll_interval,
+ "lifetime": lifetime,
+ **kwargs,
+ }
+ if not is_singleton:
+ return cls._create_instance(lock_file, params)
+
+ # Look up, build and store under one lock. Without it two threads racing the first construction for a
+ # path both miss the cache and each build their own instance, so callers relying on is_singleton for
+ # reentrant locking across instances end up with two "singletons" and acquire()'s deadlock check then
+ # rejects a legitimate reentrant acquire; the unguarded writes to the WeakValueDictionary are a data
+ # race besides. ReadWriteLock and SoftReadWriteLock already guard their singleton caches this way.
+ with cls._instances_lock:
+ if (instance := cls._instances.get(str(lock_file))) is None:
+ instance = cls._create_instance(lock_file, params)
+ cls._instances[str(lock_file)] = instance
+ return instance
+
+ params_to_check = {
+ "thread_local": (thread_local, instance.is_thread_local()),
+ "timeout": (timeout, instance.timeout),
+ "mode": (mode, instance._context.mode), # noqa: SLF001
+ "blocking": (blocking, instance.blocking),
+ "poll_interval": (poll_interval, instance.poll_interval),
+ "lifetime": (lifetime, instance.lifetime),
+ }
+
+ non_matching_params = {
+ name: (passed_param, set_param)
+ for name, (passed_param, set_param) in params_to_check.items()
+ if passed_param != set_param
+ }
+ if not non_matching_params:
+ return instance # ty: ignore[invalid-return-type] # https://github.com/astral-sh/ty/issues/3231
+
+ # parameters do not match; raise error
+ msg = "Singleton lock instances cannot be initialized with differing arguments"
+ msg += "\nNon-matching arguments: "
+ for param_name, (passed_param, set_param) in non_matching_params.items():
+ msg += f"\n\t{param_name} (existing lock has {set_param} but {passed_param} was passed)"
+ raise ValueError(msg)
+
+ def _create_instance(cls: type[_T], lock_file: str | os.PathLike[str], params: dict[str, Any]) -> _T:
+ # Keep only the params this subclass's __init__ accepts: virtualenv narrows the signature of its
+ # BaseFileLock descendant, so passing the full set would break it (https://github.com/tox-dev/filelock/pull/340).
+ present_params = inspect.signature(cls.__init__).parameters
+ init_params = {key: value for key, value in params.items() if key in present_params}
+ return super().__call__(lock_file, **init_params)
+
+
+class BaseFileLock(contextlib.ContextDecorator, metaclass=FileLockMeta):
+ """
+ Abstract base class for a file lock object.
+
+ Provides a reentrant, cross-process exclusive lock backed by OS-level primitives. Subclasses implement the actual
+ locking mechanism (:class:`UnixFileLock `, :class:`WindowsFileLock
+ `, :class:`SoftFileLock `).
+
+ """
+
+ _instances: WeakValueDictionary[str, BaseFileLock]
+ _instances_lock: Lock
+
+ #: How the cross-instance deadlock message names the conflicting holder; the async subclass says "task".
+ _deadlock_holder_desc: str = "FileLock instance in this thread"
+
+ def __init_subclass__(cls, **kwargs: dict[str, Any]) -> None:
+ """Setup unique state for lock subclasses."""
+ super().__init_subclass__(**kwargs)
+ cls._instances = WeakValueDictionary()
+ cls._instances_lock = Lock()
+
+ def __init__( # noqa: PLR0913
+ self,
+ lock_file: str | os.PathLike[str],
+ timeout: float = -1,
+ mode: int = _UNSET_FILE_MODE,
+ thread_local: bool = True, # noqa: FBT001, FBT002
+ *,
+ blocking: bool = True,
+ is_singleton: bool = False,
+ poll_interval: float = 0.05,
+ lifetime: float | None = None,
+ ) -> None:
+ """
+ Create a new lock object.
+
+ :param lock_file: path to the file
+ :param timeout: default timeout when acquiring the lock, in seconds. It will be used as fallback value in the
+ acquire method, if no timeout value (``None``) is given. If you want to disable the timeout, set it to a
+ negative value. A timeout of 0 means that there is exactly one attempt to acquire the file lock.
+ :param mode: file permissions for the lockfile. When not specified, the OS controls permissions via umask and
+ default ACLs, preserving POSIX default ACL inheritance in shared directories.
+ :param thread_local: Whether this object's internal context should be thread local or not. If this is set to
+ ``False`` then the lock will be reentrant across threads. When ``True`` (the default), **all fields of the
+ lock's internal context are per-thread**, including the configuration values ``poll_interval``, ``timeout``,
+ ``blocking``, ``mode``, and ``lifetime``. Setting one of these properties from one thread does not change
+ the value seen by another thread; threads that did not perform the write continue to see the value supplied
+ at construction time. If you need configuration values to be visible across threads, construct the lock
+ with ``thread_local=False``.
+ :param blocking: whether the lock should be blocking or not
+ :param is_singleton: If this is set to ``True`` then only one instance of this class will be created per lock
+ file. This is useful if you want to use the lock object for reentrant locking without needing to pass the
+ same object around.
+ :param poll_interval: default interval for polling the lock file, in seconds. It will be used as fallback value
+ in the acquire method, if no poll_interval value (``None``) is given.
+ :param lifetime: maximum time in seconds a lock can be held before it is considered expired. When set, a waiting
+ process will break a lock whose file modification time is older than ``lifetime`` seconds. ``None`` (the
+ default) means locks never expire.
+
+ """
+ self._is_thread_local = thread_local
+ self._is_singleton = is_singleton
+
+ # Create the context. Note that external code should not work with the context directly and should instead use
+ # properties of this class.
+ kwargs: dict[str, Any] = {
+ "lock_file": os.fspath(lock_file),
+ "timeout": timeout,
+ "mode": mode,
+ "blocking": blocking,
+ "poll_interval": poll_interval,
+ "lifetime": lifetime,
+ }
+ self._context: FileLockContext = (ThreadLocalFileContext if thread_local else FileLockContext)(**kwargs)
+
+ def is_thread_local(self) -> bool:
+ """:returns: a flag indicating if this lock is thread local or not"""
+ return self._is_thread_local
+
+ @property
+ def is_singleton(self) -> bool:
+ """
+ A flag indicating if this lock is singleton or not.
+
+ .. versionadded:: 3.13.0
+
+ """
+ return self._is_singleton
+
+ @property
+ def lock_file(self) -> str:
+ """Path to the lock file."""
+ return self._context.lock_file
+
+ @property
+ def timeout(self) -> float:
+ """
+ The default timeout value, in seconds.
+
+ .. versionadded:: 2.0.0
+
+ """
+ return self._context.timeout
+
+ @timeout.setter
+ def timeout(self, value: float | str) -> None:
+ """
+ Change the default timeout value.
+
+ :param value: the new value, in seconds
+
+ """
+ self._context.timeout = float(value)
+
+ @property
+ def blocking(self) -> bool:
+ """
+ Whether the locking is blocking or not.
+
+ .. versionadded:: 3.14.0
+
+ """
+ return self._context.blocking
+
+ @blocking.setter
+ def blocking(self, value: bool) -> None:
+ """
+ Change the default blocking value.
+
+ :param value: the new value as bool
+
+ """
+ self._context.blocking = value
+
+ @property
+ def poll_interval(self) -> float:
+ """
+ The default polling interval, in seconds.
+
+ .. versionadded:: 3.24.0
+
+ """
+ return self._context.poll_interval
+
+ @poll_interval.setter
+ def poll_interval(self, value: float) -> None:
+ """
+ Change the default polling interval.
+
+ :param value: the new value, in seconds
+
+ """
+ self._context.poll_interval = value
+
+ @property
+ def lifetime(self) -> float | None:
+ """
+ The lock lifetime in seconds, or ``None`` if the lock never expires.
+
+ .. versionadded:: 3.24.0
+
+ """
+ return self._context.lifetime
+
+ @lifetime.setter
+ def lifetime(self, value: float | None) -> None:
+ """
+ Change the lock lifetime.
+
+ :param value: the new value in seconds, or ``None`` to disable expiration
+
+ :raises ValueError: if *value* is a negative number
+ :raises TypeError: if *value* is not ``None`` and not a real number
+
+ """
+ if value is not None:
+ if isinstance(value, bool) or not isinstance(value, (int, float)):
+ msg = f"lifetime must be a non-negative number or None, not {type(value).__name__}"
+ raise TypeError(msg)
+ if value < 0:
+ msg = f"lifetime must be non-negative, not {value!r}"
+ raise ValueError(msg)
+ self._context.lifetime = value
+
+ @property
+ def mode(self) -> int:
+ """The file permissions for the lockfile."""
+ return 0o644 if self._context.mode == _UNSET_FILE_MODE else self._context.mode
+
+ @property
+ def has_explicit_mode(self) -> bool:
+ """Whether the file permissions were explicitly set."""
+ return self._context.mode != _UNSET_FILE_MODE
+
+ def _open_mode(self) -> int:
+ """:returns: the mode for os.open() — 0o666 when unset (let umask/ACLs decide), else the explicit mode"""
+ return 0o666 if self._context.mode == _UNSET_FILE_MODE else self._context.mode
+
+ def _try_break_expired_lock(self) -> None:
+ """Remove the lock file if its modification time exceeds the configured :attr:`lifetime`."""
+ if (lifetime := self._context.lifetime) is None:
+ return
+ with contextlib.suppress(OSError):
+ # lstat, not stat: an attacker with write access to the lock directory can replace a held
+ # lock file with a symlink pointing at an old file, making stat() report the target's stale
+ # mtime so a waiter breaks a live lock and two processes hold it at once. lstat reads the
+ # symlink's own mtime, matching the O_NOFOLLOW reads elsewhere.
+ st = os.lstat(self.lock_file)
+ if time.time() - st.st_mtime < lifetime:
+ return
+ break_lock_file(self.lock_file, st.st_mtime, st.st_ino)
+
+ @abstractmethod
+ def _acquire(self) -> None:
+ """If the file lock could be acquired, self._context.lock_file_fd holds the file descriptor of the lock file."""
+ raise NotImplementedError
+
+ @abstractmethod
+ def _release(self) -> None:
+ """Releases the lock and sets self._context.lock_file_fd to None."""
+ raise NotImplementedError
+
+ @property
+ def is_locked(self) -> bool:
+ """
+ A boolean indicating if the lock file is holding the lock currently.
+
+ .. versionchanged:: 2.0.0
+
+ This was previously a method and is now a property.
+
+ """
+ return self._context.lock_file_fd is not None
+
+ @property
+ def lock_counter(self) -> int:
+ """The number of times this lock has been acquired (but not yet released)."""
+ return self._context.lock_counter
+
+ @staticmethod
+ def _check_give_up( # noqa: PLR0913
+ lock_id: int,
+ lock_filename: str,
+ *,
+ blocking: bool,
+ cancel_check: Callable[[], bool] | None,
+ timeout: float,
+ start_time: float,
+ ) -> bool:
+ if blocking is False:
+ _LOGGER.debug("Failed to immediately acquire lock %s on %s", lock_id, lock_filename)
+ return True
+ if cancel_check is not None and cancel_check():
+ _LOGGER.debug("Cancellation requested for lock %s on %s", lock_id, lock_filename)
+ return True
+ if 0 <= timeout < time.perf_counter() - start_time:
+ _LOGGER.debug("Timeout on acquiring lock %s on %s", lock_id, lock_filename)
+ return True
+ return False
+
+ def acquire(
+ self,
+ timeout: float | None = None,
+ poll_interval: float | None = None,
+ *,
+ poll_intervall: float | None = None,
+ blocking: bool | None = None,
+ cancel_check: Callable[[], bool] | None = None,
+ ) -> AcquireReturnProxy:
+ """
+ Try to acquire the file lock.
+
+ :param timeout: maximum wait time for acquiring the lock, ``None`` means use the default :attr:`~timeout` is and
+ if ``timeout < 0``, there is no timeout and this method will block until the lock could be acquired
+ :param poll_interval: interval of trying to acquire the lock file, ``None`` means use the default
+ :attr:`~poll_interval`
+ :param poll_intervall: deprecated, kept for backwards compatibility, use ``poll_interval`` instead
+ :param blocking: defaults to True. If False, function will return immediately if it cannot obtain a lock on the
+ first attempt. Otherwise, this method will block until the timeout expires or the lock is acquired.
+ :param cancel_check: a callable returning ``True`` when the acquisition should be canceled. Checked on each poll
+ iteration. When triggered, raises :class:`~Timeout` just like an expired timeout.
+
+ :returns: a context object that will unlock the file when the context is exited
+
+ :raises Timeout: if fails to acquire lock within the timeout period
+
+ .. code-block:: python
+
+ # You can use this method in the context manager (recommended)
+ with lock.acquire():
+ pass
+
+ # Or use an equivalent try-finally construct:
+ lock.acquire()
+ try:
+ pass
+ finally:
+ lock.release()
+
+ .. versionchanged:: 2.0.0
+
+ This method returns now a *proxy* object instead of *self*, so that it can be used in a with statement
+ without side effects.
+
+ """
+ # Use the default timeout, if no timeout is provided.
+ if timeout is None:
+ timeout = self._context.timeout
+
+ if blocking is None:
+ blocking = self._context.blocking
+
+ if poll_intervall is not None:
+ msg = "use poll_interval instead of poll_intervall"
+ warnings.warn(msg, DeprecationWarning, stacklevel=2)
+ poll_interval = poll_intervall
+
+ poll_interval = poll_interval if poll_interval is not None else self._context.poll_interval
+
+ # Increment the number right at the beginning. We can still undo it, if something fails.
+ self._context.lock_counter += 1
+
+ canonical = _canonical(self.lock_file)
+ self._raise_if_would_deadlock(canonical, timeout=timeout, blocking=blocking)
+
+ start_time = time.perf_counter()
+ try:
+ self._poll_until_acquired(
+ blocking=blocking,
+ cancel_check=cancel_check,
+ timeout=timeout,
+ poll_interval=poll_interval,
+ start_time=start_time,
+ )
+ except BaseException:
+ self._undo_acquire(canonical)
+ raise
+ self._commit_acquire(canonical)
+ return AcquireReturnProxy(lock=self)
+
+ def _raise_if_would_deadlock(self, canonical: str, *, timeout: float, blocking: bool) -> None:
+ """
+ Fail fast when a *different* live instance already holds this path on the current thread/task.
+
+ Only the first, indefinitely-blocking acquire can self-deadlock this way: waiting in the OS primitive would
+ block on a lock this thread already owns. A finite timeout or ``blocking=False`` keeps the normal Timeout path.
+ """
+ would_block = self._context.lock_counter == 1 and not self.is_locked and timeout < 0 and blocking
+ if would_block and _registry.held.get(canonical) not in {None, id(self)}:
+ self._context.lock_counter -= 1
+ msg = (
+ f"Deadlock: lock '{self.lock_file}' is already held by a different {self._deadlock_holder_desc}. "
+ f"Use is_singleton=True to enable reentrant locking across instances."
+ )
+ raise RuntimeError(msg)
+
+ def _undo_acquire(self, canonical: str) -> None:
+ """Roll back the counter after a failed acquire, dropping the registry entry once nothing holds the path."""
+ self._context.lock_counter = max(0, self._context.lock_counter - 1)
+ if self._context.lock_counter == 0:
+ _registry.held.pop(canonical, None)
+
+ def _commit_acquire(self, canonical: str) -> None:
+ """Record this instance as the holder once the first acquire succeeds, so peers can detect the deadlock."""
+ if self._context.lock_counter == 1:
+ _registry.held[canonical] = id(self)
+
+ def _drop_registry_entry(self) -> None:
+ """Forget this path's holder on release so a later cross-instance acquire is not misread as a deadlock."""
+ _registry.held.pop(_canonical(self.lock_file), None)
+
+ def _poll_until_acquired(
+ self,
+ *,
+ blocking: bool,
+ cancel_check: Callable[[], bool] | None,
+ timeout: float,
+ poll_interval: float,
+ start_time: float,
+ ) -> None:
+ lock_id = id(self)
+ lock_filename = self.lock_file
+ while True:
+ if not self.is_locked:
+ self._try_break_expired_lock()
+ _LOGGER.debug("Attempting to acquire lock %s on %s", lock_id, lock_filename)
+ self._acquire()
+ if self.is_locked:
+ _LOGGER.debug("Lock %s acquired on %s", lock_id, lock_filename)
+ return
+ if self._check_give_up(
+ lock_id,
+ lock_filename,
+ blocking=blocking,
+ cancel_check=cancel_check,
+ timeout=timeout,
+ start_time=start_time,
+ ):
+ raise Timeout(lock_filename)
+ msg = "Lock %s not acquired on %s, waiting %s seconds ..."
+ _LOGGER.debug(msg, lock_id, lock_filename, poll_interval)
+ time.sleep(poll_interval)
+
+ def release(self, force: bool = False) -> None: # noqa: FBT001, FBT002
+ """
+ Release the file lock. The lock is only completely released when the lock counter reaches 0. The lock file
+ itself may be deleted automatically, the behavior is platform-specific.
+
+ :param force: If true, the lock counter is ignored and the lock is released in every case.
+
+ """
+ if self.is_locked:
+ self._context.lock_counter -= 1
+
+ if self._context.lock_counter == 0 or force:
+ lock_id, lock_filename = id(self), self.lock_file
+
+ _LOGGER.debug("Attempting to release lock %s on %s", lock_id, lock_filename)
+ self._release()
+ self._context.lock_counter = 0
+ self._drop_registry_entry()
+ _LOGGER.debug("Lock %s released on %s", lock_id, lock_filename)
+
+ def __enter__(self) -> Self:
+ """
+ Acquire the lock.
+
+ :returns: the lock object
+
+ """
+ self.acquire()
+ return self
+
+ def __exit__(
+ self,
+ exc_type: type[BaseException] | None,
+ exc_value: BaseException | None,
+ traceback: TracebackType | None,
+ ) -> None:
+ """
+ Release the lock.
+
+ :param exc_type: the exception type if raised
+ :param exc_value: the exception value if raised
+ :param traceback: the exception traceback if raised
+
+ """
+ self.release()
+
+ def __del__(self) -> None:
+ """Called when the lock object is deleted."""
+ self.release(force=True)
+
+
+__all__ = [
+ "_UNSET_FILE_MODE",
+ "AcquireReturnProxy",
+ "BaseFileLock",
+]
diff --git a/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_async_read_write.py b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_async_read_write.py
new file mode 100644
index 0000000000000000000000000000000000000000..4c42d2f6ab5bc2c0e17b09c7c7b80c29428d78c2
--- /dev/null
+++ b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_async_read_write.py
@@ -0,0 +1,216 @@
+"""Async wrapper around :class:`ReadWriteLock` for use with ``asyncio``."""
+
+from __future__ import annotations
+
+import asyncio
+import functools
+from concurrent.futures import ThreadPoolExecutor
+from contextlib import asynccontextmanager
+from typing import TYPE_CHECKING
+
+from ._read_write import ReadWriteLock
+
+if TYPE_CHECKING:
+ import os
+ from collections.abc import AsyncGenerator, Callable
+ from concurrent import futures
+ from types import TracebackType
+
+
+class AsyncAcquireReadWriteReturnProxy:
+ """Context-aware object that releases the async read/write lock on exit."""
+
+ def __init__(self, lock: AsyncReadWriteLock) -> None:
+ self.lock = lock
+
+ async def __aenter__(self) -> AsyncReadWriteLock:
+ return self.lock
+
+ async def __aexit__(
+ self,
+ exc_type: type[BaseException] | None,
+ exc_value: BaseException | None,
+ traceback: TracebackType | None,
+ ) -> None:
+ await self.lock.release()
+
+
+class AsyncReadWriteLock:
+ """
+ Async wrapper around :class:`ReadWriteLock` for use in ``asyncio`` applications.
+
+ Because Python's :mod:`sqlite3` module has no async API, all blocking SQLite operations are dispatched to a thread
+ pool via ``loop.run_in_executor()``. Reentrancy, upgrade/downgrade rules, and singleton behavior are delegated
+ to the underlying :class:`ReadWriteLock`.
+
+ :param lock_file: path to the SQLite database file used as the lock
+ :param timeout: maximum wait time in seconds; ``-1`` means block indefinitely
+ :param blocking: if ``False``, raise :class:`~filelock.Timeout` immediately when the lock is unavailable
+ :param is_singleton: if ``True``, reuse existing :class:`ReadWriteLock` instances for the same resolved path
+ :param loop: event loop for ``run_in_executor``; ``None`` uses the running loop
+ :param executor: executor for ``run_in_executor``. When ``None`` a dedicated single-thread executor is created
+ and owned by this lock, ensuring every operation runs on the same thread (required for SQLite affinity); it
+ is shut down by :meth:`close`. A caller-supplied executor is used as-is and never shut down here, so when no
+ executor is passed remember to call :meth:`close` to release the owned one.
+
+ .. versionadded:: 3.21.0
+
+ """
+
+ def __init__( # noqa: PLR0913
+ self,
+ lock_file: str | os.PathLike[str],
+ timeout: float = -1,
+ *,
+ blocking: bool = True,
+ is_singleton: bool = True,
+ loop: asyncio.AbstractEventLoop | None = None,
+ executor: futures.Executor | None = None,
+ ) -> None:
+ self._lock = ReadWriteLock(lock_file, timeout, blocking=blocking, is_singleton=is_singleton)
+ self._loop = loop
+ self._owns_executor = executor is None
+ self._executor = executor or ThreadPoolExecutor(max_workers=1)
+
+ @property
+ def lock_file(self) -> str:
+ """The path to the lock file."""
+ return self._lock.lock_file
+
+ @property
+ def timeout(self) -> float:
+ """The default timeout."""
+ return self._lock.timeout
+
+ @property
+ def blocking(self) -> bool:
+ """Whether blocking is enabled by default."""
+ return self._lock.blocking
+
+ @property
+ def loop(self) -> asyncio.AbstractEventLoop | None:
+ """The event loop (or ``None`` for the running loop)."""
+ return self._loop
+
+ @property
+ def executor(self) -> futures.Executor:
+ """The executor used for ``run_in_executor`` (a dedicated single-thread one if none was supplied)."""
+ return self._executor
+
+ async def _run(self, func: Callable[..., object], *args: object, **kwargs: object) -> object:
+ loop = self._loop or asyncio.get_running_loop()
+ return await loop.run_in_executor(self._executor, functools.partial(func, *args, **kwargs))
+
+ async def acquire_read(self, timeout: float = -1, *, blocking: bool = True) -> AsyncAcquireReadWriteReturnProxy:
+ """
+ Acquire a shared read lock.
+
+ See :meth:`ReadWriteLock.acquire_read` for full semantics.
+
+ :param timeout: maximum wait time in seconds; ``-1`` means block indefinitely
+ :param blocking: if ``False``, raise :class:`~filelock.Timeout` immediately when the lock is unavailable
+
+ :returns: a proxy that can be used as an async context manager to release the lock
+
+ :raises RuntimeError: if a write lock is already held on this instance
+ :raises Timeout: if the lock cannot be acquired within *timeout* seconds
+
+ """
+ await self._run(self._lock.acquire_read, timeout, blocking=blocking)
+ return AsyncAcquireReadWriteReturnProxy(lock=self)
+
+ async def acquire_write(self, timeout: float = -1, *, blocking: bool = True) -> AsyncAcquireReadWriteReturnProxy:
+ """
+ Acquire an exclusive write lock.
+
+ See :meth:`ReadWriteLock.acquire_write` for full semantics.
+
+ :param timeout: maximum wait time in seconds; ``-1`` means block indefinitely
+ :param blocking: if ``False``, raise :class:`~filelock.Timeout` immediately when the lock is unavailable
+
+ :returns: a proxy that can be used as an async context manager to release the lock
+
+ :raises RuntimeError: if a read lock is already held, or a write lock is held by a different thread
+ :raises Timeout: if the lock cannot be acquired within *timeout* seconds
+
+ """
+ await self._run(self._lock.acquire_write, timeout, blocking=blocking)
+ return AsyncAcquireReadWriteReturnProxy(lock=self)
+
+ async def release(self, *, force: bool = False) -> None:
+ """
+ Release one level of the current lock.
+
+ See :meth:`ReadWriteLock.release` for full semantics.
+
+ :param force: if ``True``, release the lock completely regardless of the current lock level
+
+ :raises RuntimeError: if no lock is currently held and *force* is ``False``
+
+ """
+ await self._run(self._lock.release, force=force)
+
+ @asynccontextmanager
+ async def read_lock(self, timeout: float | None = None, *, blocking: bool | None = None) -> AsyncGenerator[None]:
+ """
+ Async context manager that acquires and releases a shared read lock.
+
+ Falls back to instance defaults for *timeout* and *blocking* when ``None``.
+
+ :param timeout: maximum wait time in seconds, or ``None`` to use the instance default
+ :param blocking: if ``False``, raise :class:`~filelock.Timeout` immediately; ``None`` uses the instance default
+
+ """
+ if timeout is None:
+ timeout = self._lock.timeout
+ if blocking is None:
+ blocking = self._lock.blocking
+ await self.acquire_read(timeout, blocking=blocking)
+ try:
+ yield
+ finally:
+ await self.release()
+
+ @asynccontextmanager
+ async def write_lock(self, timeout: float | None = None, *, blocking: bool | None = None) -> AsyncGenerator[None]:
+ """
+ Async context manager that acquires and releases an exclusive write lock.
+
+ Falls back to instance defaults for *timeout* and *blocking* when ``None``.
+
+ :param timeout: maximum wait time in seconds, or ``None`` to use the instance default
+ :param blocking: if ``False``, raise :class:`~filelock.Timeout` immediately; ``None`` uses the instance default
+
+ """
+ if timeout is None:
+ timeout = self._lock.timeout
+ if blocking is None:
+ blocking = self._lock.blocking
+ await self.acquire_write(timeout, blocking=blocking)
+ try:
+ yield
+ finally:
+ await self.release()
+
+ async def close(self) -> None:
+ """
+ Release the lock (if held) and close the underlying SQLite connection.
+
+ After calling this method, the lock instance is no longer usable.
+
+ """
+ await self._run(self._lock.close)
+ if self._owns_executor:
+ self._executor.shutdown(wait=False)
+
+ def __del__(self) -> None:
+ # Safety net: if close() was never called, still shut down the executor we created so its worker thread does
+ # not outlive the lock. A caller-supplied executor is left untouched. shutdown(wait=False) never blocks.
+ if getattr(self, "_owns_executor", False):
+ self._executor.shutdown(wait=False)
+
+
+__all__ = [
+ "AsyncAcquireReadWriteReturnProxy",
+ "AsyncReadWriteLock",
+]
diff --git a/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_error.py b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_error.py
new file mode 100644
index 0000000000000000000000000000000000000000..148a2ccf13a77eb2a989f98d7f0f74ce62453bb0
--- /dev/null
+++ b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_error.py
@@ -0,0 +1,28 @@
+from __future__ import annotations
+
+
+class Timeout(TimeoutError): # noqa: N818
+ """Raised when the lock could not be acquired in *timeout* seconds."""
+
+ def __init__(self, lock_file: str) -> None:
+ super().__init__()
+ self._lock_file = lock_file
+
+ def __reduce__(self) -> tuple[type[Timeout], tuple[str]]:
+ return self.__class__, (self._lock_file,) # Properly pickle the exception
+
+ def __str__(self) -> str:
+ return f"The file lock '{self._lock_file}' could not be acquired."
+
+ def __repr__(self) -> str:
+ return f"{self.__class__.__name__}({self.lock_file!r})"
+
+ @property
+ def lock_file(self) -> str:
+ """The path of the file lock."""
+ return self._lock_file
+
+
+__all__ = [
+ "Timeout",
+]
diff --git a/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_soft.py b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_soft.py
new file mode 100644
index 0000000000000000000000000000000000000000..1ec3f95df1a086c8ce8cccb9c8a844dd5d5029e2
--- /dev/null
+++ b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_soft.py
@@ -0,0 +1,243 @@
+from __future__ import annotations
+
+import os
+import socket
+import sys
+import time
+from contextlib import suppress
+from errno import EACCES, EEXIST, EPERM, ESRCH
+from pathlib import Path
+
+from ._api import BaseFileLock
+from ._util import break_lock_file, ensure_directory_exists, raise_on_not_writable_file
+
+_WIN_SYNCHRONIZE = 0x100000
+_WIN_ERROR_INVALID_PARAMETER = 87
+_WIN_PROCESS_QUERY_LIMITED_INFORMATION = 0x1000
+_MALFORMED_LOCK_AGE_THRESHOLD = 2.0
+_MAX_LOCK_FILE_SIZE = 1024
+
+
+class SoftFileLock(BaseFileLock):
+ """
+ Portable file lock based on file existence.
+
+ Unlike :class:`UnixFileLock ` and :class:`WindowsFileLock `, this
+ lock does not use OS-level locking primitives. Instead, it creates the lock file with ``O_CREAT | O_EXCL`` and
+ treats its existence as the lock indicator. This makes it work on any filesystem but leaves stale lock files behind
+ if the process crashes without releasing the lock.
+
+ To mitigate stale locks, the lock file contains the PID and hostname of the holding process. On contention, if the
+ holder is on the same host and its PID no longer exists, the stale lock is broken automatically.
+
+ """
+
+ def _acquire(self) -> None:
+ raise_on_not_writable_file(self.lock_file)
+ ensure_directory_exists(self.lock_file)
+ flags = (
+ os.O_WRONLY # open for writing only
+ | os.O_CREAT
+ | os.O_EXCL # together with above raise EEXIST if the file specified by filename exists
+ | os.O_TRUNC # truncate the file to zero byte
+ )
+ if (o_nofollow := getattr(os, "O_NOFOLLOW", None)) is not None:
+ flags |= o_nofollow
+ try:
+ file_handler = os.open(self.lock_file, flags, self._open_mode())
+ except OSError as exception:
+ if not (
+ exception.errno == EEXIST or (exception.errno == EACCES and sys.platform == "win32")
+ ): # pragma: win32 no cover
+ raise
+ self._try_break_stale_lock()
+ else:
+ self._write_lock_info(file_handler)
+ self._context.lock_file_fd = file_handler
+
+ def _try_break_stale_lock(self) -> None:
+ with suppress(OSError, ValueError):
+ content, mtime, ino = _read_lock_file(self.lock_file)
+ holder = _parse_lock_holder(content)
+
+ if holder is None:
+ # Unparsable: wrong line count, a non-integer PID or creation time, empty, oversized or not UTF-8.
+ # Self-heal only once the file is clearly not a half-written fresh lock (a peer between O_EXCL and
+ # _write_lock_info), so the brief create-then-write window is never mistaken for a stale lock.
+ if time.time() - mtime >= _MALFORMED_LOCK_AGE_THRESHOLD:
+ break_lock_file(self.lock_file, mtime, ino)
+ return
+
+ pid, hostname, creation_time = holder
+ if hostname != socket.gethostname():
+ return
+
+ if self._is_process_alive(pid):
+ if sys.platform != "win32" or creation_time is None: # pragma: win32 no cover
+ return # same process, or no creation time to disambiguate a recycled PID — don't evict
+ actual = self._get_process_creation_time(pid) # pragma: win32 cover
+ if actual is None or actual == creation_time: # pragma: win32 cover
+ return # same process or can't verify — don't evict
+ # else: PID alive but creation time differs — the PID was recycled, so the lock is stale.
+
+ break_lock_file(self.lock_file, mtime, ino)
+
+ @staticmethod
+ def _is_process_alive(pid: int) -> bool:
+ if sys.platform == "win32": # pragma: win32 cover
+ import ctypes # noqa: PLC0415
+
+ kernel32 = ctypes.windll.kernel32
+ handle = kernel32.OpenProcess(_WIN_SYNCHRONIZE, 0, pid)
+ if handle:
+ kernel32.CloseHandle(handle)
+ return True
+ return kernel32.GetLastError() != _WIN_ERROR_INVALID_PARAMETER
+ try:
+ os.kill(pid, 0)
+ except OSError as exc:
+ if exc.errno == ESRCH:
+ return False
+ if exc.errno == EPERM:
+ return True
+ raise
+ return True
+
+ @staticmethod
+ def _get_process_creation_time(pid: int) -> int | None:
+ """Return the process creation FILETIME as an integer on Windows, ``None`` otherwise."""
+ if sys.platform != "win32": # pragma: win32 no cover
+ return None
+ import ctypes # pragma: win32 cover # noqa: PLC0415
+ from ctypes import wintypes # noqa: PLC0415
+
+ kernel32 = ctypes.windll.kernel32
+ handle = kernel32.OpenProcess(_WIN_PROCESS_QUERY_LIMITED_INFORMATION, 0, pid)
+ if not handle:
+ return None
+ try:
+ creation = wintypes.FILETIME()
+ exit_time = wintypes.FILETIME()
+ kernel_time = wintypes.FILETIME()
+ user_time = wintypes.FILETIME()
+ if not kernel32.GetProcessTimes(
+ handle,
+ ctypes.byref(creation),
+ ctypes.byref(exit_time),
+ ctypes.byref(kernel_time),
+ ctypes.byref(user_time),
+ ):
+ return None
+ finally:
+ kernel32.CloseHandle(handle)
+ return (creation.dwHighDateTime << 32) | creation.dwLowDateTime
+
+ @staticmethod
+ def _write_lock_info(fd: int) -> None:
+ with suppress(OSError):
+ info = f"{os.getpid()}\n{socket.gethostname()}\n"
+ if sys.platform == "win32" and (ct := SoftFileLock._get_process_creation_time(os.getpid())) is not None:
+ info += f"{ct}\n"
+ os.write(fd, info.encode())
+
+ @property
+ def pid(self) -> int | None:
+ """
+ The PID of the process holding this lock, read from the lock file.
+
+ :returns: the PID as an integer, or ``None`` if the lock file does not exist or cannot be parsed
+
+ """
+ with suppress(OSError, ValueError):
+ holder = _parse_lock_holder(_read_lock_file(self.lock_file)[0])
+ if holder is not None:
+ return holder[0]
+ return None
+
+ @property
+ def is_lock_held_by_us(self) -> bool:
+ """
+ Whether this lock is held by the current process.
+
+ :returns: ``True`` if the lock file exists and names the current process's PID and hostname
+
+ """
+ with suppress(OSError, ValueError):
+ holder = _parse_lock_holder(_read_lock_file(self.lock_file)[0])
+ if holder is not None:
+ pid, hostname, _ = holder
+ return pid == os.getpid() and hostname == socket.gethostname()
+ return False
+
+ def break_lock(self) -> None:
+ """Forcibly break the lock by removing the lock file, regardless of who holds it."""
+ with suppress(OSError):
+ Path(self.lock_file).unlink()
+
+ def _release(self) -> None:
+ assert self._context.lock_file_fd is not None # noqa: S101
+ os.close(self._context.lock_file_fd)
+ self._context.lock_file_fd = None
+ if sys.platform == "win32":
+ self._windows_unlink_with_retry()
+ else:
+ with suppress(OSError):
+ Path(self.lock_file).unlink()
+
+ def _windows_unlink_with_retry(self) -> None:
+ max_retries = 10
+ retry_delay = 0.001
+ for attempt in range(max_retries):
+ # Windows doesn't immediately release file handles after close, causing EACCES/EPERM on unlink
+ try:
+ Path(self.lock_file).unlink()
+ except OSError as exc: # noqa: PERF203
+ if exc.errno not in {EACCES, EPERM}:
+ return
+ if attempt < max_retries - 1:
+ time.sleep(retry_delay)
+ retry_delay *= 2
+ else:
+ return
+
+
+def _read_lock_file(path: str) -> tuple[str | None, float, int]:
+ # The lock file is created with O_EXCL | O_NOFOLLOW, so a symlink here is a hostile replacement and must
+ # not be followed. O_NONBLOCK keeps an attacker-placed FIFO from stalling the open (O_NOFOLLOW alone only
+ # rejects a symlink, not a real FIFO at the path), and the capped read stops a huge file (e.g. /dev/zero)
+ # from exhausting memory. Content is None when the file is too large or not UTF-8, but the mtime and inode
+ # still flow back so the caller can evict it as a stale, malformed lock and verify identity before breaking.
+ fd = os.open(path, os.O_RDONLY | getattr(os, "O_NOFOLLOW", 0) | getattr(os, "O_NONBLOCK", 0))
+ try:
+ st, data = os.fstat(fd), os.read(fd, _MAX_LOCK_FILE_SIZE + 1)
+ finally:
+ os.close(fd)
+ if len(data) <= _MAX_LOCK_FILE_SIZE:
+ with suppress(UnicodeDecodeError):
+ return data.decode("utf-8"), st.st_mtime, st.st_ino
+ return None, st.st_mtime, st.st_ino
+
+
+def _parse_lock_holder(content: str | None) -> tuple[int, str, int | None] | None:
+ # A well-formed lock file is "\n\n" with an optional "\n" third line on Windows.
+ # Anything else — wrong line count, a non-integer PID or creation time, empty or unreadable content — is
+ # unparsable; returning None lets the caller treat it as a malformed lock to self-heal rather than a holder.
+ if not content or len(lines := content.strip().splitlines()) not in {2, 3}:
+ return None
+ try:
+ pid = int(lines[0])
+ creation_time = int(lines[2]) if len(lines) == 3 else None # noqa: PLR2004
+ except ValueError:
+ return None
+ # A pid outside the valid range is a malformed lock, not a holder. Without this, a non-positive pid
+ # reaches os.kill() where 0 / -1 mean "the caller's own process group / every process" so a dead
+ # holder reads as alive and the lock is never reclaimed, while an oversized pid raises OverflowError
+ # (not OSError/ValueError) out of the self-heal path. _parse_marker_bytes already enforces this range.
+ if not 1 <= pid <= 2**31 - 1:
+ return None
+ return pid, lines[1], creation_time
+
+
+__all__ = [
+ "SoftFileLock",
+]
diff --git a/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_soft_rw/__init__.py b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_soft_rw/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..0b737bcee9d257307ed31865e43023b967b116ab
--- /dev/null
+++ b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_soft_rw/__init__.py
@@ -0,0 +1,12 @@
+"""Cross-process and cross-host reader/writer lock on :class:`~filelock.SoftFileLock` primitives."""
+
+from __future__ import annotations
+
+from ._async import AsyncAcquireSoftReadWriteReturnProxy, AsyncSoftReadWriteLock
+from ._sync import SoftReadWriteLock
+
+__all__ = [
+ "AsyncAcquireSoftReadWriteReturnProxy",
+ "AsyncSoftReadWriteLock",
+ "SoftReadWriteLock",
+]
diff --git a/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_soft_rw/_async.py b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_soft_rw/_async.py
new file mode 100644
index 0000000000000000000000000000000000000000..493f5ede4c3fc71756cb0b9434bcbd2636e4feee
--- /dev/null
+++ b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_soft_rw/_async.py
@@ -0,0 +1,213 @@
+"""Async wrapper around :class:`SoftReadWriteLock` for use with ``asyncio``."""
+
+from __future__ import annotations
+
+import asyncio
+import functools
+from contextlib import asynccontextmanager
+from typing import TYPE_CHECKING
+
+from ._sync import SoftReadWriteLock
+
+if TYPE_CHECKING:
+ import os
+ from collections.abc import AsyncGenerator, Callable
+ from concurrent import futures
+ from types import TracebackType
+
+
+class AsyncAcquireSoftReadWriteReturnProxy:
+ """Async context-aware object that releases an :class:`AsyncSoftReadWriteLock` on exit."""
+
+ def __init__(self, lock: AsyncSoftReadWriteLock) -> None:
+ self.lock = lock
+
+ async def __aenter__(self) -> AsyncSoftReadWriteLock:
+ return self.lock
+
+ async def __aexit__(
+ self,
+ exc_type: type[BaseException] | None,
+ exc_value: BaseException | None,
+ traceback: TracebackType | None,
+ ) -> None:
+ await self.lock.release()
+
+
+class AsyncSoftReadWriteLock:
+ """
+ Async wrapper around :class:`SoftReadWriteLock` for ``asyncio`` applications.
+
+ The sync class's blocking filesystem operations run on a thread pool via ``loop.run_in_executor()``.
+ Reentrancy, upgrade/downgrade rules, fork handling, heartbeat and TTL stale detection, and singleton
+ behavior are delegated to the underlying :class:`SoftReadWriteLock`.
+
+ :param lock_file: path to the lock file; sidecar state/write/readers live next to it
+ :param timeout: maximum wait time in seconds; ``-1`` means block indefinitely
+ :param blocking: if ``False``, raise :class:`~filelock.Timeout` immediately on contention
+ :param is_singleton: if ``True``, reuse existing :class:`SoftReadWriteLock` instances per resolved path
+ :param heartbeat_interval: seconds between heartbeat refreshes; default 30 s
+ :param stale_threshold: seconds of mtime inactivity before a marker is stale; defaults to ``3 * heartbeat_interval``
+ :param poll_interval: seconds between acquire retries under contention; default 0.25 s
+ :param loop: event loop for ``run_in_executor``; ``None`` uses the running loop
+ :param executor: executor for ``run_in_executor``; ``None`` uses the default executor
+
+ .. versionadded:: 3.27.0
+
+ """
+
+ def __init__( # noqa: PLR0913
+ self,
+ lock_file: str | os.PathLike[str],
+ timeout: float = -1,
+ *,
+ blocking: bool = True,
+ is_singleton: bool = True,
+ heartbeat_interval: float = 30.0,
+ stale_threshold: float | None = None,
+ poll_interval: float = 0.25,
+ loop: asyncio.AbstractEventLoop | None = None,
+ executor: futures.Executor | None = None,
+ ) -> None:
+ self._lock = SoftReadWriteLock(
+ lock_file,
+ timeout,
+ blocking=blocking,
+ is_singleton=is_singleton,
+ heartbeat_interval=heartbeat_interval,
+ stale_threshold=stale_threshold,
+ poll_interval=poll_interval,
+ )
+ self._loop = loop
+ self._executor = executor
+
+ @property
+ def lock_file(self) -> str:
+ """The path to the lock file passed to the constructor."""
+ return self._lock.lock_file
+
+ @property
+ def timeout(self) -> float:
+ """The default timeout applied when ``acquire_read`` / ``acquire_write`` is called without one."""
+ return self._lock.timeout
+
+ @property
+ def blocking(self) -> bool:
+ """Whether ``acquire_*`` defaults to blocking; ``False`` makes contention raise immediately."""
+ return self._lock.blocking
+
+ @property
+ def loop(self) -> asyncio.AbstractEventLoop | None:
+ """The event loop used for ``run_in_executor``, or ``None`` for the running loop."""
+ return self._loop
+
+ @property
+ def executor(self) -> futures.Executor | None:
+ """The executor used for ``run_in_executor``, or ``None`` for the default executor."""
+ return self._executor
+
+ async def acquire_read(
+ self, timeout: float | None = None, *, blocking: bool | None = None
+ ) -> AsyncAcquireSoftReadWriteReturnProxy:
+ """
+ Acquire a shared read lock.
+
+ See :meth:`SoftReadWriteLock.acquire_read` for the full reentrancy / upgrade / fork semantics. The blocking
+ work runs inside ``run_in_executor`` so other coroutines on the same loop continue to progress while this
+ call waits.
+
+ :param timeout: maximum wait time in seconds, or ``None`` to use the instance default
+ :param blocking: if ``False``, raise :class:`~filelock.Timeout` immediately; ``None`` uses the instance default
+
+ :returns: a proxy usable as an async context manager to release the lock
+
+ :raises RuntimeError: if a write lock is already held, if this instance was invalidated by
+ :func:`os.fork`, or if :meth:`close` was called
+ :raises Timeout: if the lock cannot be acquired within *timeout* seconds
+
+ """
+ await self._run(self._lock.acquire_read, timeout, blocking=blocking)
+ return AsyncAcquireSoftReadWriteReturnProxy(lock=self)
+
+ async def acquire_write(
+ self, timeout: float | None = None, *, blocking: bool | None = None
+ ) -> AsyncAcquireSoftReadWriteReturnProxy:
+ """
+ Acquire an exclusive write lock.
+
+ See :meth:`SoftReadWriteLock.acquire_write` for the two-phase writer-preferring semantics. The blocking
+ work runs inside ``run_in_executor``.
+
+ :param timeout: maximum wait time in seconds, or ``None`` to use the instance default
+ :param blocking: if ``False``, raise :class:`~filelock.Timeout` immediately; ``None`` uses the instance default
+
+ :returns: a proxy usable as an async context manager to release the lock
+
+ :raises RuntimeError: if a read lock is already held, if a write lock is held by a different thread, if
+ this instance was invalidated by :func:`os.fork`, or if :meth:`close` was called
+ :raises Timeout: if the lock cannot be acquired within *timeout* seconds
+
+ """
+ await self._run(self._lock.acquire_write, timeout, blocking=blocking)
+ return AsyncAcquireSoftReadWriteReturnProxy(lock=self)
+
+ async def release(self, *, force: bool = False) -> None:
+ """
+ Release one level of the current lock.
+
+ :param force: if ``True``, release the lock completely regardless of the current lock level
+
+ :raises RuntimeError: if no lock is currently held and *force* is ``False``
+
+ """
+ await self._run(self._lock.release, force=force)
+
+ @asynccontextmanager
+ async def read_lock(self, timeout: float | None = None, *, blocking: bool | None = None) -> AsyncGenerator[None]:
+ """
+ Async context manager that acquires and releases a shared read lock.
+
+ :param timeout: maximum wait time in seconds, or ``None`` to use the instance default
+ :param blocking: if ``False``, raise :class:`~filelock.Timeout` immediately; ``None`` uses the instance default
+
+ :raises RuntimeError: if a write lock is already held on this instance
+ :raises Timeout: if the lock cannot be acquired within *timeout* seconds
+
+ """
+ await self.acquire_read(timeout, blocking=blocking)
+ try:
+ yield
+ finally:
+ await self.release()
+
+ @asynccontextmanager
+ async def write_lock(self, timeout: float | None = None, *, blocking: bool | None = None) -> AsyncGenerator[None]:
+ """
+ Async context manager that acquires and releases an exclusive write lock.
+
+ :param timeout: maximum wait time in seconds, or ``None`` to use the instance default
+ :param blocking: if ``False``, raise :class:`~filelock.Timeout` immediately; ``None`` uses the instance default
+
+ :raises RuntimeError: if a read lock is already held, or a write lock is held by a different thread
+ :raises Timeout: if the lock cannot be acquired within *timeout* seconds
+
+ """
+ await self.acquire_write(timeout, blocking=blocking)
+ try:
+ yield
+ finally:
+ await self.release()
+
+ async def close(self) -> None:
+ """Release any held lock and release the underlying filesystem resources. Idempotent."""
+ await self._run(self._lock.close)
+
+ async def _run(self, func: Callable[..., object], *args: object, **kwargs: object) -> object:
+ loop = self._loop or asyncio.get_running_loop()
+ return await loop.run_in_executor(self._executor, functools.partial(func, *args, **kwargs))
+
+
+__all__ = [
+ "AsyncAcquireSoftReadWriteReturnProxy",
+ "AsyncSoftReadWriteLock",
+]
diff --git a/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_unix.py b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_unix.py
new file mode 100644
index 0000000000000000000000000000000000000000..049caa194fb1e858902fba9ac42a0249cb32812c
--- /dev/null
+++ b/.cache/uv/archive-v0/g0XOTCxSsfWWla6U6r_8M/filelock/_unix.py
@@ -0,0 +1,114 @@
+from __future__ import annotations
+
+import os
+import sys
+import warnings
+from contextlib import suppress
+from errno import EAGAIN, ENOSYS, EWOULDBLOCK
+from pathlib import Path
+from typing import cast
+
+from ._api import BaseFileLock
+from ._util import ensure_directory_exists
+
+#: a flag to indicate if the fcntl API is available
+has_fcntl = False
+if sys.platform == "win32": # pragma: win32 cover
+
+ class UnixFileLock(BaseFileLock):
+ """Uses the :func:`fcntl.flock` to hard lock the lock file on unix systems."""
+
+ def _acquire(self) -> None:
+ raise NotImplementedError
+
+ def _release(self) -> None:
+ raise NotImplementedError
+
+else: # pragma: win32 no cover
+ try:
+ import fcntl
+
+ _ = (fcntl.flock, fcntl.LOCK_EX, fcntl.LOCK_NB, fcntl.LOCK_UN)
+ except (ImportError, AttributeError):
+ pass
+ else:
+ has_fcntl = True
+
+ class UnixFileLock(BaseFileLock):
+ """
+ Uses the :func:`fcntl.flock` to hard lock the lock file on unix systems.
+
+ The lock file is intentionally left in place after release. Unlinking a locked file on Unix
+ can split waiters across different inodes and break mutual exclusion for processes that
+ coordinate via the same path.
+ """
+
+ def _acquire(self) -> None: # noqa: C901, PLR0912
+ ensure_directory_exists(self.lock_file)
+ open_flags = os.O_RDWR | os.O_TRUNC
+ o_nofollow = getattr(os, "O_NOFOLLOW", None)
+ if o_nofollow is not None:
+ open_flags |= o_nofollow
+ open_flags |= os.O_CREAT
+ open_mode = self._open_mode()
+ try:
+ fd = os.open(self.lock_file, open_flags, open_mode)
+ except FileNotFoundError:
+ # On FUSE/NFS, os.open(O_CREAT) is not atomic: LOOKUP + CREATE can be split, allowing a concurrent
+ # unlink() to delete the file between them. For valid paths, treat ENOENT as transient contention.
+ # For invalid paths (e.g., empty string), re-raise to avoid infinite retry loops.
+ if self.lock_file and Path(self.lock_file).parent.exists():
+ return
+ raise
+ except PermissionError:
+ # Sticky-bit dirs (e.g. /tmp): O_CREAT fails if the file is owned by another user (#317).
+ # Fall back to opening the existing file without O_CREAT.
+ if not Path(self.lock_file).exists():
+ raise
+ try:
+ fd = os.open(self.lock_file, open_flags & ~os.O_CREAT, open_mode)
+ except FileNotFoundError:
+ return
+ if self.has_explicit_mode:
+ with suppress(PermissionError):
+ os.fchmod(fd, self._context.mode)
+ try:
+ fcntl.flock(fd, fcntl.LOCK_EX | fcntl.LOCK_NB)
+ except OSError as exception:
+ os.close(fd)
+ if exception.errno == ENOSYS:
+ with suppress(OSError):
+ Path(self.lock_file).unlink()
+ self._fallback_to_soft_lock()
+ self._acquire()
+ return
+ if exception.errno not in {EAGAIN, EWOULDBLOCK}:
+ raise
+ else:
+ # The file may have been unlinked by a concurrent _release() between our open() and flock().
+ # A lock on an unlinked inode is useless — discard and let the retry loop start fresh.
+ if os.fstat(fd).st_nlink == 0:
+ os.close(fd)
+ else:
+ self._context.lock_file_fd = fd
+
+ def _fallback_to_soft_lock(self) -> None:
+ from ._soft import SoftFileLock # noqa: PLC0415
+
+ warnings.warn("flock not supported on this filesystem, falling back to SoftFileLock", stacklevel=2)
+ from .asyncio import AsyncSoftFileLock, BaseAsyncFileLock # noqa: PLC0415
+
+ self.__class__ = AsyncSoftFileLock if isinstance(self, BaseAsyncFileLock) else SoftFileLock
+
+ def _release(self) -> None:
+ fd = cast("int", self._context.lock_file_fd)
+ self._context.lock_file_fd = None
+ fcntl.flock(fd, fcntl.LOCK_UN)
+ with suppress(OSError): # close can raise EIO on FUSE/Docker bind-mount filesystems
+ os.close(fd)
+
+
+__all__ = [
+ "UnixFileLock",
+ "has_fcntl",
+]
diff --git a/.cache/uv/archive-v0/rbLKpZDn8NGEqFmY3lCpr/hf_xet-1.5.1.dist-info/METADATA b/.cache/uv/archive-v0/rbLKpZDn8NGEqFmY3lCpr/hf_xet-1.5.1.dist-info/METADATA
new file mode 100644
index 0000000000000000000000000000000000000000..1d0a6947a9e9362d8d32d5ad3b6ff4999a90342f
--- /dev/null
+++ b/.cache/uv/archive-v0/rbLKpZDn8NGEqFmY3lCpr/hf_xet-1.5.1.dist-info/METADATA
@@ -0,0 +1,87 @@
+Metadata-Version: 2.4
+Name: hf-xet
+Version: 1.5.1
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Programming Language :: Rust
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Programming Language :: Python :: 3.14
+Classifier: Programming Language :: Python :: Free Threading
+Classifier: Programming Language :: Python :: Free Threading :: 2 - Beta
+Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
+Requires-Dist: pytest ; extra == 'tests'
+Provides-Extra: tests
+License-File: LICENSE
+Summary: Fast transfer of large files with the Hugging Face Hub.
+Maintainer-email: Rajat Arya , Jared Sulzdorf , Di Xiao , Assaf Vayner , Hoyt Koepke
+License-Expression: Apache-2.0
+Requires-Python: >=3.8
+Description-Content-Type: text/markdown; charset=UTF-8; variant=GFM
+Project-URL: Documentation, https://huggingface.co/docs/hub/xet/index
+Project-URL: Homepage, https://github.com/huggingface/xet-core
+Project-URL: Issues, https://github.com/huggingface/xet-core/issues
+Project-URL: Repository, https://github.com/huggingface/xet-core.git
+
+
+
+
+
+
+ 🤗 hf-xet - xet client tech, used in huggingface_hub
+
+
+## Welcome
+
+`hf-xet` enables `huggingface_hub` to utilize xet storage for uploading and downloading to HF Hub. Xet storage provides chunk-based deduplication, efficient storage/retrieval with local disk caching, and backwards compatibility with Git LFS. This library is not meant to be used directly, and is instead intended to be used from [huggingface_hub](https://pypi.org/project/huggingface-hub).
+
+## Key features
+
+♻ **chunk-based deduplication implementation**: avoid transferring and storing chunks that are shared across binary files (models, datasets, etc).
+
+🤗 **Python bindings**: bindings for [huggingface_hub](https://github.com/huggingface/huggingface_hub/) package.
+
+↔ **network communications**: concurrent communication to HF Hub Xet backend services (CAS).
+
+🔖 **local disk caching**: chunk-based cache that sits alongside the existing [huggingface_hub disk cache](https://huggingface.co/docs/huggingface_hub/guides/manage-cache).
+
+## Installation
+
+Install the `hf_xet` package with [pip](https://pypi.org/project/hf-xet/):
+
+```bash
+pip install hf_xet
+```
+
+## Quick Start
+
+`hf_xet` is not intended to be run independently as it is expected to be used from `huggingface_hub`, so to get started with `huggingface_hub` check out the documentation [here]("https://hf.co/docs/huggingface_hub").
+
+## Contributions (feature requests, bugs, etc.) are encouraged & appreciated 💙💚💛💜🧡❤️
+
+Please join us in making hf-xet better. We value everyone's contributions. Code is not the only way to help. Answering questions, helping each other, improving documentation, filing issues all help immensely. If you are interested in contributing (please do!), check out the [contribution guide](https://github.com/huggingface/xet-core/blob/main/CONTRIBUTING.md) for this repository.
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diff --git a/.cache/uv/archive-v0/rbLKpZDn8NGEqFmY3lCpr/hf_xet-1.5.1.dist-info/licenses/LICENSE b/.cache/uv/archive-v0/rbLKpZDn8NGEqFmY3lCpr/hf_xet-1.5.1.dist-info/licenses/LICENSE
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@@ -0,0 +1,201 @@
+ Apache License
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