From 891ba65429e84966773cab7f5b163adbefdf788b Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:00:01 +0900 Subject: [PATCH 01/18] docs: v3.0.0 changelog --- docs/changelogs/v3.0.0.md | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 docs/changelogs/v3.0.0.md diff --git a/docs/changelogs/v3.0.0.md b/docs/changelogs/v3.0.0.md new file mode 100644 index 000000000..59c0daad8 --- /dev/null +++ b/docs/changelogs/v3.0.0.md @@ -0,0 +1,10 @@ +## Change Log + +### Feature + +* Implement `Aida` optimizer. (#212) + * [A DNN Optimizer that Improves over AdaBelief by Suppression of the Adaptive Stepsize Range](https://arxiv.org/abs/2203.13273) + +### Diff + +[2.12.0...3.0.0](https://github.com/kozistr/pytorch_optimizer/compare/v2.12.0...v3.0.0) From c3a2fc6279476ed8fcf38d42ab41e5d31b069868 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:14:57 +0900 Subject: [PATCH 02/18] feature: implement Aida optimizer --- pytorch_optimizer/optimizer/aida.py | 198 ++++++++++++++++++++++++++++ 1 file changed, 198 insertions(+) create mode 100644 pytorch_optimizer/optimizer/aida.py diff --git a/pytorch_optimizer/optimizer/aida.py b/pytorch_optimizer/optimizer/aida.py new file mode 100644 index 000000000..4d5417bc2 --- /dev/null +++ b/pytorch_optimizer/optimizer/aida.py @@ -0,0 +1,198 @@ +import math + +import torch +from torch.optim.optimizer import Optimizer + +from pytorch_optimizer.base.exception import NoSparseGradientError +from pytorch_optimizer.base.optimizer import BaseOptimizer +from pytorch_optimizer.base.types import BETAS, CLOSURE, DEFAULTS, LOSS, PARAMETERS + + +class Aida(Optimizer, BaseOptimizer): + r"""A DNN Optimizer that Improves over AdaBelief by Suppression of the Adaptive Stepsize Range. + + :param params: PARAMETERS. iterable of parameters to optimize or dicts defining parameter groups. + :param lr: float. learning rate. + :param betas: BETAS. coefficients used for computing running averages of gradient and the squared hessian trace. + :param k: int. number of vector projected per iteration. + :param xi: float. term used in vector projections to avoid division by zero. + :param weight_decay: float. weight decay (L2 penalty). + :param weight_decouple: bool. the optimizer uses decoupled weight decay as in AdamW. + :param fixed_decay: bool. fix weight decay. + :param rectify: bool. perform the rectified update similar to RAdam. + :param n_sma_threshold: number of SMA threshold (recommended is 5). + :param degenerated_to_sgd: bool. perform SGD update when variance of gradient is high. + :param ams_bound: bool. whether to use the AMSBound variant. + :param r: float. EMA factor. between 0.9 ~ 0.99 is preferred. + :param adanorm: bool. whether to use the AdaNorm variant. + :param adam_debias: bool. Only correct the denominator to avoid inflating step sizes early in training. + :param eps: float. term added to the denominator to improve numerical stability. + """ + + def __init__( + self, + params: PARAMETERS, + lr: float = 1e-3, + betas: BETAS = (0.9, 0.999), + k: int = 2, + xi: float = 1e-20, + weight_decay: float = 0.0, + weight_decouple: bool = False, + fixed_decay: bool = False, + rectify: bool = False, + n_sma_threshold: int = 5, + degenerated_to_sgd: bool = True, + ams_bound: bool = False, + r: float = 0.95, + adanorm: bool = False, + adam_debias: bool = False, + eps: float = 1e-8, + ): + self.validate_learning_rate(lr) + self.validate_betas(betas) + self.validate_non_negative(k, 'k') + self.validate_non_negative(weight_decay, 'weight_decay') + self.validate_non_negative(xi, 'xi') + self.validate_non_negative(eps, 'eps') + + self.k = k + self.xi = xi + self.n_sma_threshold = n_sma_threshold + self.degenerated_to_sgd = degenerated_to_sgd + + defaults: DEFAULTS = { + 'lr': lr, + 'betas': betas, + 'weight_decay': weight_decay, + 'weight_decouple': weight_decouple, + 'fixed_decay': fixed_decay, + 'rectify': rectify, + 'ams_bound': ams_bound, + 'adanorm': adanorm, + 'adam_debias': adam_debias, + 'eps': eps, + } + if adanorm: + defaults.update({'r': r}) + + super().__init__(params, defaults) + + def __str__(self) -> str: + return 'Aida' + + @torch.no_grad() + def reset(self): + for group in self.param_groups: + group['step'] = 0 + for p in group['params']: + state = self.state[p] + + state['exp_avg'] = torch.zeros_like(p) + state['exp_avg_var'] = torch.zeros_like(p) + if group['adanorm']: + state['exp_grad_norm'] = torch.zeros((1,), dtype=p.dtype, device=p.device) + if group['ams_bound']: + state['max_exp_avg_var'] = torch.zeros_like(p) + + @torch.no_grad() + def step(self, closure: CLOSURE = None) -> LOSS: + loss: LOSS = None + if closure is not None: + with torch.enable_grad(): + loss = closure() + + for group in self.param_groups: + if 'step' in group: + group['step'] += 1 + else: + group['step'] = 1 + + beta1, beta2 = group['betas'] + + bias_correction1: float = 1.0 - beta1 ** group['step'] + bias_correction2_sq: float = math.sqrt(1.0 - beta2 ** group['step']) + + step_size, n_sma = self.get_rectify_step_size( + is_rectify=group['rectify'], + step=group['step'], + lr=group['lr'], + beta2=beta2, + n_sma_threshold=self.n_sma_threshold, + degenerated_to_sgd=self.degenerated_to_sgd, + ) + + step_size = self.apply_adam_debias( + adam_debias=group['adam_debias'], + step_size=step_size, + bias_correction1=bias_correction1, + ) + + for p in group['params']: + if p.grad is None: + continue + + grad = p.grad + if grad.is_sparse: + raise NoSparseGradientError(str(self)) + + state = self.state[p] + if len(state) == 0: + state['exp_avg'] = torch.zeros_like(p) + state['exp_avg_var'] = torch.zeros_like(p) + if group['adanorm']: + state['exp_grad_norm'] = torch.zeros((1,), dtype=grad.dtype, device=grad.device) + if group['ams_bound']: + state['max_exp_avg_var'] = torch.zeros_like(p) + + self.apply_weight_decay( + p=p, + grad=grad, + lr=group['lr'], + weight_decay=group['weight_decay'], + weight_decouple=group['weight_decouple'], + fixed_decay=group['fixed_decay'], + ) + + s_grad = self.get_adanorm_gradient( + grad=grad, + adanorm=group['adanorm'], + exp_grad_norm=state.get('exp_grad_norm', None), + r=group.get('r', None), + ) + + exp_avg, exp_avg_var = state['exp_avg'], state['exp_avg_var'] + exp_avg.mul_(beta1).add_(s_grad, alpha=1.0 - beta1) + + proj_g = grad.detach().clone() + proj_m = exp_avg.detach().clone() + + for _ in range(self.k): + proj_sum_gm = torch.sum(torch.mul(proj_g, proj_m)) + + scalar_g = proj_sum_gm / (torch.sum(torch.pow(proj_g, 2)).add_(self.xi)) + scalar_m = proj_sum_gm / (torch.sum(torch.pow(proj_m, 2)).add_(self.xi)) + + proj_g.mul_(scalar_g) + proj_m.mul_(scalar_m) + + grad_residual = proj_m - proj_g + exp_avg_var.mul_(beta2).addcmul_(grad_residual, grad_residual, value=1.0 - beta2).add_(group['eps']) + + de_nom = self.apply_ams_bound( + ams_bound=group['ams_bound'], + exp_avg_sq=exp_avg_var, + max_exp_avg_sq=state.get('max_exp_avg_var', None), + eps=group['eps'], + ) + + if not group['rectify']: + de_nom.div_(bias_correction2_sq) + p.addcdiv_(exp_avg, de_nom, value=-step_size) + continue + + if n_sma >= self.n_sma_threshold: + p.addcdiv_(exp_avg, de_nom, value=-step_size) + elif step_size > 0: + p.add_(exp_avg, alpha=-step_size) + + return loss From 70fede2cf77889d324d1187df4a0139eec1f561e Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:15:08 +0900 Subject: [PATCH 03/18] chore: ruff configs --- pyproject.toml | 40 +++++++++++++++++++++++----------------- 1 file changed, 23 insertions(+), 17 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index b27d0d90f..0426b4c24 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -12,12 +12,12 @@ documentation = "https://pytorch-optimizers.readthedocs.io/en/latest" keywords = [ "pytorch", "deep-learning", "optimizer", "lr scheduler", "A2Grad", "ASGD", "AccSGD", "AdaBelief", "AdaBound", "AdaDelta", "AdaFactor", "AdaMax", "AdaMod", "AdaNorm", "AdaPNM", "AdaSmooth", "AdaHessian", "Adai", "AdamP", - "AdamS", "Adan", "AggMo", "AliG", "Amos", "Apollo", "AvaGrad", "CAME", "DAdaptAdaGrad", "DAdaptAdam", "DAdaptAdan", - "DAdaptSGD", "DAdaptLion", "DiffGrad", "Fromage", "Gravity", "GSAM", "LARS", "Lamb", "Lion", "LOMO", "Lookahead", - "MADGRAD", "MSVAG", "Nero", "NovoGrad", "PAdam", "PCGrad", "PID", "PNM", "Prodigy", "QHAdam", "QHM", "RAdam", - "Ranger", "Ranger21", "RotoGrad", "SAM", "SGDP", "Shampoo", "ScalableShampoo", "SGDW", "SignSGD", "SM3", "SopihaH", - "SRMM", "SWATS", "Tiger", "WSAM", "Yogi", "BCE", "BCEFocal", "Focal", "FocalCosine", "SoftF1", "Dice", "LDAM", - "Jaccard", "Bi-Tempered", "Tversky", "FocalTversky", "LovaszHinge", "bitsandbytes", + "AdamS", "Adan", "AggMo", "Aida", "AliG", "Amos", "Apollo", "AvaGrad", "CAME", "DAdaptAdaGrad", "DAdaptAdam", + "DAdaptAdan", "DAdaptSGD", "DAdaptLion", "DiffGrad", "Fromage", "Gravity", "GSAM", "LARS", "Lamb", "Lion", "LOMO", + "Lookahead", "MADGRAD", "MSVAG", "Nero", "NovoGrad", "PAdam", "PCGrad", "PID", "PNM", "Prodigy", "QHAdam", "QHM", + "RAdam", "Ranger", "Ranger21", "RotoGrad", "SAM", "SGDP", "Shampoo", "ScalableShampoo", "SGDW", "SignSGD", "SM3", + "SopihaH", "SRMM", "SWATS", "Tiger", "WSAM", "Yogi", "BCE", "BCEFocal", "Focal", "FocalCosine", "SoftF1", "Dice", + "LDAM", "Jaccard", "Bi-Tempered", "Tversky", "FocalTversky", "LovaszHinge", "bitsandbytes", ] classifiers = [ "License :: OSI Approved :: Apache Software License", @@ -51,7 +51,7 @@ torch = [ { version = ">=1.10", python = ">=3.8", source = "torch" }, { version = "^1.10", python = ">=3.7,<3.8", source = "torch" }, ] -bitsandbytes = { version = "^0.41", optional = true } +bitsandbytes = { version = "^0.42", optional = true } [tool.poetry.dev-dependencies] isort = [ @@ -60,10 +60,10 @@ isort = [ ] black = [ { version = "==23.3.0", python = ">=3.7,<3.8" }, - { version = "^23", python = ">=3.8"} + { version = "^24", python = ">=3.8"} ] -ruff = "^0.1" -pytest = "^7" +ruff = "^0.3" +pytest = "^8" pytest-cov = "^4" [tool.poetry.extras] @@ -75,16 +75,16 @@ url = "https://download.pytorch.org/whl/cpu" priority = "explicit" [tool.ruff] -select = [ +lint.select = [ "A", "B", "C4", "D", "E", "F", "G", "I", "N", "S", "T", "ISC", "ICN", "W", "INP", "PIE", "T20", "RET", "SIM", - "TID", "ARG", "ERA", "RUF", "YTT", "PL", + "TID", "ARG", "ERA", "RUF", "YTT", "PL", "Q" ] -ignore = [ +lint.ignore = [ "B905", "D100", "D102", "D104", "D105", "D107", "D203", "D213", "PIE790", "PLR0912", "PLR0913", "PLR0915", "PLR2004", "RUF013", ] -fixable = ["A", "B", "C", "D", "E", "F"] -unfixable = ["F401"] +lint.fixable = ["ALL"] +lint.unfixable = ["F401"] exclude = [ ".git", ".github", @@ -99,10 +99,16 @@ exclude = [ "__pypackages__", ] line-length = 119 -dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$" +lint.dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$" target-version = "py311" +lint.flake8-quotes.docstring-quotes = "double" +lint.flake8-quotes.inline-quotes = "single" +lint.pylint.max-args = 7 -[tool.ruff.per-file-ignores] +[tool.ruff.format] +quote-style = "single" + +[tool.ruff.lint.per-file-ignores] "./pytorch_optimizer/__init__.py" = ["F401"] "./pytorch_optimizer/lr_scheduler/__init__.py" = ["F401"] "./hubconf.py" = ["D", "INP001"] From f70628541fd78698717c0b205d18ff8e44a5b850 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:20:27 +0900 Subject: [PATCH 04/18] docs: README --- README.md | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index a6e42fa75..9a3675d49 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ **pytorch-optimizer** is optimizer & lr scheduler collections in PyTorch. I just re-implemented (speed & memory tweaks, plug-ins) the algorithm while based on the original paper. Also, It includes useful and practical optimization ideas. -Currently, **61 optimizers (+ `bitsandbytes`)**, **10 lr schedulers**, and **13 loss functions** are supported! +Currently, **62 optimizers (+ `bitsandbytes`)**, **10 lr schedulers**, and **13 loss functions** are supported! Highly inspired by [pytorch-optimizer](https://github.com/jettify/pytorch-optimizer). @@ -27,9 +27,11 @@ So, please double-check the license before using it at your work. $ pip3 install pytorch-optimizer ``` -From `pytorch-optimizer v2.12.0`, you can install and import `bitsandbytes` optimizers. +From `v2.12.0`, you can install and import `bitsandbytes` optimizers. please check [the requirements](https://github.com/TimDettmers/bitsandbytes?tab=readme-ov-file#tldr) before installing it. +From `v3.0.0`, drop `Python 3.7` support. However, you can still use this package with `Python 3.7` by installing with `--ignore-requires-python` option. + ```bash $ pip install "pytorch-optimizer[bitsandbytes]" ``` @@ -156,7 +158,8 @@ supported_optimizers = get_supported_optimizers() | LOMO | *Full Parameter Fine-tuning for Large Language Models with Limited Resources* | [github](https://github.com/OpenLMLab/LOMO) | | [cite](https://github.com/OpenLMLab/LOMO#citation) | | Tiger | *A Tight-fisted Optimizer, an optimizer that is extremely budget-conscious* | [github](https://github.com/bojone/tiger) | | [cite](https://github.com/bojone/tiger/blob/main/README_en.md#citation) | | CAME | *Confidence-guided Adaptive Memory Efficient Optimization* | [github](https://github.com/huawei-noah/Pretrained-Language-Model/tree/master/CAME) | | [cite](https://github.com/huawei-noah/Pretrained-Language-Model/tree/master/CAME#citation) | -| WSAM | *Sharpness-Aware Minimization Revisited: Weighted Sharpness as a Regularization Term* | [github](https://github.com/intelligent-machine-learning/dlrover/blob/master/atorch/atorch/optimizers/wsam.py) | | [cite](https://github.com/intelligent-machine-learning/dlrover) | +| WSAM | *Sharpness-Aware Minimization Revisited: Weighted Sharpness as a Regularization Term* | [github](https://github.com/intelligent-machine-learning/dlrover/blob/master/atorch/atorch/optimizers/wsam.py) | | [cite](https://github.com/intelligent-machine-learning/dlrover) | +| Aida | *A DNN Optimizer that Improves over AdaBelief by Suppression of the Adaptive Stepsize Range* | [github](https://github.com/guoqiang-zhang-x/Aida-Optimizer) | | [cite](https://github.com/guoqiang-zhang-x/Aida-Optimizer?tab=readme-ov-file#1-brief-description-of-aida) | ## Supported LR Scheduler From 1a5a2271c7f1cc779b410fefd384da328db900fd Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:20:54 +0900 Subject: [PATCH 05/18] build(deps): drop Python 3.7 support --- poetry.lock | 1174 +++++++++--------------------------------- pyproject.toml | 22 +- requirements-dev.txt | 71 +-- requirements.txt | 12 +- 4 files changed, 273 insertions(+), 1006 deletions(-) diff --git a/poetry.lock b/poetry.lock index 6950e8364..f40e104c6 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,105 +1,48 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. - -[[package]] -name = "annotated-types" -version = "0.6.0" -description = "Reusable constraint types to use with typing.Annotated" -optional = false -python-versions = ">=3.8" -files = [ - {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"}, - {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"}, -] - -[package.dependencies] -typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""} +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. [[package]] name = "bitsandbytes" -version = "0.41.3" +version = "0.42.0" description = "k-bit optimizers and matrix multiplication routines." optional = true python-versions = "*" files = [ - {file = "bitsandbytes-0.41.3-py3-none-any.whl", hash = "sha256:0060b1597236a5d52924fc911eb78d0f1482b7183c1d8a89312fb88c559aab86"}, - {file = "bitsandbytes-0.41.3.tar.gz", hash = "sha256:016de5075cd96b86ca195c18b48df694af84c9ef4a10ec3cd1bfffd3b333164e"}, -] - -[[package]] -name = "black" -version = "23.3.0" -description = "The uncompromising code formatter." -optional = false -python-versions = ">=3.7" -files = [ - {file = "black-23.3.0-cp310-cp310-macosx_10_16_arm64.whl", hash = "sha256:0945e13506be58bf7db93ee5853243eb368ace1c08a24c65ce108986eac65915"}, - {file = "black-23.3.0-cp310-cp310-macosx_10_16_universal2.whl", hash = "sha256:67de8d0c209eb5b330cce2469503de11bca4085880d62f1628bd9972cc3366b9"}, - {file = "black-23.3.0-cp310-cp310-macosx_10_16_x86_64.whl", hash = "sha256:7c3eb7cea23904399866c55826b31c1f55bbcd3890ce22ff70466b907b6775c2"}, - {file = "black-23.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:32daa9783106c28815d05b724238e30718f34155653d4d6e125dc7daec8e260c"}, - {file = "black-23.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:35d1381d7a22cc5b2be2f72c7dfdae4072a3336060635718cc7e1ede24221d6c"}, - {file = "black-23.3.0-cp311-cp311-macosx_10_16_arm64.whl", hash = "sha256:a8a968125d0a6a404842fa1bf0b349a568634f856aa08ffaff40ae0dfa52e7c6"}, - {file = "black-23.3.0-cp311-cp311-macosx_10_16_universal2.whl", hash = "sha256:c7ab5790333c448903c4b721b59c0d80b11fe5e9803d8703e84dcb8da56fec1b"}, - {file = "black-23.3.0-cp311-cp311-macosx_10_16_x86_64.whl", hash = "sha256:a6f6886c9869d4daae2d1715ce34a19bbc4b95006d20ed785ca00fa03cba312d"}, - {file = "black-23.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f3c333ea1dd6771b2d3777482429864f8e258899f6ff05826c3a4fcc5ce3f70"}, - {file = "black-23.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:11c410f71b876f961d1de77b9699ad19f939094c3a677323f43d7a29855fe326"}, - {file = "black-23.3.0-cp37-cp37m-macosx_10_16_x86_64.whl", hash = "sha256:1d06691f1eb8de91cd1b322f21e3bfc9efe0c7ca1f0e1eb1db44ea367dff656b"}, - {file = "black-23.3.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50cb33cac881766a5cd9913e10ff75b1e8eb71babf4c7104f2e9c52da1fb7de2"}, - {file = "black-23.3.0-cp37-cp37m-win_amd64.whl", hash = "sha256:e114420bf26b90d4b9daa597351337762b63039752bdf72bf361364c1aa05925"}, - {file = "black-23.3.0-cp38-cp38-macosx_10_16_arm64.whl", hash = "sha256:48f9d345675bb7fbc3dd85821b12487e1b9a75242028adad0333ce36ed2a6d27"}, - {file = "black-23.3.0-cp38-cp38-macosx_10_16_universal2.whl", hash = "sha256:714290490c18fb0126baa0fca0a54ee795f7502b44177e1ce7624ba1c00f2331"}, - {file = "black-23.3.0-cp38-cp38-macosx_10_16_x86_64.whl", hash = "sha256:064101748afa12ad2291c2b91c960be28b817c0c7eaa35bec09cc63aa56493c5"}, - {file = "black-23.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:562bd3a70495facf56814293149e51aa1be9931567474993c7942ff7d3533961"}, - {file = "black-23.3.0-cp38-cp38-win_amd64.whl", hash = "sha256:e198cf27888ad6f4ff331ca1c48ffc038848ea9f031a3b40ba36aced7e22f2c8"}, - {file = "black-23.3.0-cp39-cp39-macosx_10_16_arm64.whl", hash = "sha256:3238f2aacf827d18d26db07524e44741233ae09a584273aa059066d644ca7b30"}, - {file = "black-23.3.0-cp39-cp39-macosx_10_16_universal2.whl", hash = "sha256:f0bd2f4a58d6666500542b26354978218a9babcdc972722f4bf90779524515f3"}, - {file = "black-23.3.0-cp39-cp39-macosx_10_16_x86_64.whl", hash = "sha256:92c543f6854c28a3c7f39f4d9b7694f9a6eb9d3c5e2ece488c327b6e7ea9b266"}, - {file = "black-23.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3a150542a204124ed00683f0db1f5cf1c2aaaa9cc3495b7a3b5976fb136090ab"}, - {file = "black-23.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:6b39abdfb402002b8a7d030ccc85cf5afff64ee90fa4c5aebc531e3ad0175ddb"}, - {file = "black-23.3.0-py3-none-any.whl", hash = "sha256:ec751418022185b0c1bb7d7736e6933d40bbb14c14a0abcf9123d1b159f98dd4"}, - {file = "black-23.3.0.tar.gz", hash = "sha256:1c7b8d606e728a41ea1ccbd7264677e494e87cf630e399262ced92d4a8dac940"}, + {file = "bitsandbytes-0.42.0-py3-none-any.whl", hash = "sha256:63798680912cc63bb77b535a2d0860af024e290a52e157f777ad2a52e2585967"}, + {file = "bitsandbytes-0.42.0.tar.gz", hash = "sha256:fc1505f184f0d275766f2a6c663f1a43b734c1409b5c5a406f3a6073d9f329fd"}, ] [package.dependencies] -click = ">=8.0.0" -mypy-extensions = ">=0.4.3" -packaging = ">=22.0" -pathspec = ">=0.9.0" -platformdirs = ">=2" -tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""} -typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""} -typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""} - -[package.extras] -colorama = ["colorama (>=0.4.3)"] -d = ["aiohttp (>=3.7.4)"] -jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] -uvloop = ["uvloop (>=0.15.2)"] +scipy = "*" [[package]] name = "black" -version = "23.11.0" +version = "24.2.0" description = "The uncompromising code formatter." optional = false python-versions = ">=3.8" files = [ - {file = "black-23.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:dbea0bb8575c6b6303cc65017b46351dc5953eea5c0a59d7b7e3a2d2f433a911"}, - {file = "black-23.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:412f56bab20ac85927f3a959230331de5614aecda1ede14b373083f62ec24e6f"}, - {file = "black-23.11.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d136ef5b418c81660ad847efe0e55c58c8208b77a57a28a503a5f345ccf01394"}, - {file = "black-23.11.0-cp310-cp310-win_amd64.whl", hash = "sha256:6c1cac07e64433f646a9a838cdc00c9768b3c362805afc3fce341af0e6a9ae9f"}, - {file = "black-23.11.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:cf57719e581cfd48c4efe28543fea3d139c6b6f1238b3f0102a9c73992cbb479"}, - {file = "black-23.11.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:698c1e0d5c43354ec5d6f4d914d0d553a9ada56c85415700b81dc90125aac244"}, - {file = "black-23.11.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:760415ccc20f9e8747084169110ef75d545f3b0932ee21368f63ac0fee86b221"}, - {file = "black-23.11.0-cp311-cp311-win_amd64.whl", hash = "sha256:58e5f4d08a205b11800332920e285bd25e1a75c54953e05502052738fe16b3b5"}, - {file = "black-23.11.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:45aa1d4675964946e53ab81aeec7a37613c1cb71647b5394779e6efb79d6d187"}, - {file = "black-23.11.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4c44b7211a3a0570cc097e81135faa5f261264f4dfaa22bd5ee2875a4e773bd6"}, - {file = "black-23.11.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2a9acad1451632021ee0d146c8765782a0c3846e0e0ea46659d7c4f89d9b212b"}, - {file = "black-23.11.0-cp38-cp38-win_amd64.whl", hash = "sha256:fc7f6a44d52747e65a02558e1d807c82df1d66ffa80a601862040a43ec2e3142"}, - {file = "black-23.11.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:7f622b6822f02bfaf2a5cd31fdb7cd86fcf33dab6ced5185c35f5db98260b055"}, - {file = "black-23.11.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:250d7e60f323fcfc8ea6c800d5eba12f7967400eb6c2d21ae85ad31c204fb1f4"}, - {file = "black-23.11.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5133f5507007ba08d8b7b263c7aa0f931af5ba88a29beacc4b2dc23fcefe9c06"}, - {file = "black-23.11.0-cp39-cp39-win_amd64.whl", hash = "sha256:421f3e44aa67138ab1b9bfbc22ee3780b22fa5b291e4db8ab7eee95200726b07"}, - {file = "black-23.11.0-py3-none-any.whl", hash = "sha256:54caaa703227c6e0c87b76326d0862184729a69b73d3b7305b6288e1d830067e"}, - {file = "black-23.11.0.tar.gz", hash = "sha256:4c68855825ff432d197229846f971bc4d6666ce90492e5b02013bcaca4d9ab05"}, + {file = "black-24.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6981eae48b3b33399c8757036c7f5d48a535b962a7c2310d19361edeef64ce29"}, + {file = "black-24.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d533d5e3259720fdbc1b37444491b024003e012c5173f7d06825a77508085430"}, + {file = "black-24.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:61a0391772490ddfb8a693c067df1ef5227257e72b0e4108482b8d41b5aee13f"}, + {file = "black-24.2.0-cp310-cp310-win_amd64.whl", hash = "sha256:992e451b04667116680cb88f63449267c13e1ad134f30087dec8527242e9862a"}, + {file = "black-24.2.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:163baf4ef40e6897a2a9b83890e59141cc8c2a98f2dda5080dc15c00ee1e62cd"}, + {file = "black-24.2.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e37c99f89929af50ffaf912454b3e3b47fd64109659026b678c091a4cd450fb2"}, + {file = "black-24.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f9de21bafcba9683853f6c96c2d515e364aee631b178eaa5145fc1c61a3cc92"}, + {file = "black-24.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:9db528bccb9e8e20c08e716b3b09c6bdd64da0dd129b11e160bf082d4642ac23"}, + {file = "black-24.2.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:d84f29eb3ee44859052073b7636533ec995bd0f64e2fb43aeceefc70090e752b"}, + {file = "black-24.2.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1e08fb9a15c914b81dd734ddd7fb10513016e5ce7e6704bdd5e1251ceee51ac9"}, + {file = "black-24.2.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:810d445ae6069ce64030c78ff6127cd9cd178a9ac3361435708b907d8a04c693"}, + {file = "black-24.2.0-cp312-cp312-win_amd64.whl", hash = "sha256:ba15742a13de85e9b8f3239c8f807723991fbfae24bad92d34a2b12e81904982"}, + {file = "black-24.2.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7e53a8c630f71db01b28cd9602a1ada68c937cbf2c333e6ed041390d6968faf4"}, + {file = "black-24.2.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:93601c2deb321b4bad8f95df408e3fb3943d85012dddb6121336b8e24a0d1218"}, + {file = "black-24.2.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a0057f800de6acc4407fe75bb147b0c2b5cbb7c3ed110d3e5999cd01184d53b0"}, + {file = "black-24.2.0-cp38-cp38-win_amd64.whl", hash = "sha256:faf2ee02e6612577ba0181f4347bcbcf591eb122f7841ae5ba233d12c39dcb4d"}, + {file = "black-24.2.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:057c3dc602eaa6fdc451069bd027a1b2635028b575a6c3acfd63193ced20d9c8"}, + {file = "black-24.2.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:08654d0797e65f2423f850fc8e16a0ce50925f9337fb4a4a176a7aa4026e63f8"}, + {file = "black-24.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ca610d29415ee1a30a3f30fab7a8f4144e9d34c89a235d81292a1edb2b55f540"}, + {file = "black-24.2.0-cp39-cp39-win_amd64.whl", hash = "sha256:4dd76e9468d5536abd40ffbc7a247f83b2324f0c050556d9c371c2b9a9a95e31"}, + {file = "black-24.2.0-py3-none-any.whl", hash = "sha256:e8a6ae970537e67830776488bca52000eaa37fa63b9988e8c487458d9cd5ace6"}, + {file = "black-24.2.0.tar.gz", hash = "sha256:bce4f25c27c3435e4dace4815bcb2008b87e167e3bf4ee47ccdc5ce906eb4894"}, ] [package.dependencies] @@ -113,131 +56,10 @@ typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""} [package.extras] colorama = ["colorama (>=0.4.3)"] -d = ["aiohttp (>=3.7.4)"] +d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"] jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] uvloop = ["uvloop (>=0.15.2)"] -[[package]] -name = "cerberus" -version = "1.3.5" -description = "Lightweight, extensible schema and data validation tool for Pythondictionaries." -optional = false -python-versions = "*" -files = [ - {file = "Cerberus-1.3.5-py3-none-any.whl", hash = "sha256:7649a5815024d18eb7c6aa5e7a95355c649a53aacfc9b050e9d0bf6bfa2af372"}, - {file = "Cerberus-1.3.5.tar.gz", hash = "sha256:81011e10266ef71b6ec6d50e60171258a5b134d69f8fb387d16e4936d0d47642"}, -] - -[[package]] -name = "certifi" -version = "2023.11.17" -description = "Python package for providing Mozilla's CA Bundle." -optional = false -python-versions = ">=3.6" -files = [ - {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"}, - {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"}, -] - -[[package]] -name = "charset-normalizer" -version = "3.3.2" -description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." -optional = false -python-versions = ">=3.7.0" -files = [ - {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9063e24fdb1e498ab71cb7419e24622516c4a04476b17a2dab57e8baa30d6e03"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cd70574b12bb8a4d2aaa0094515df2463cb429d8536cfb6c7ce983246983e5a6"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8465322196c8b4d7ab6d1e049e4c5cb460d0394da4a27d23cc242fbf0034b6b5"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9a8e9031d613fd2009c182b69c7b2c1ef8239a0efb1df3f7c8da66d5dd3d537"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:beb58fe5cdb101e3a055192ac291b7a21e3b7ef4f67fa1d74e331a7f2124341c"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-win32.whl", hash = "sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:753f10e867343b4511128c6ed8c82f7bec3bd026875576dfd88483c5c73b2fd8"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e537484df0d8f426ce2afb2d0f8e1c3d0b114b83f8850e5f2fbea0e797bd82ae"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:deb6be0ac38ece9ba87dea880e438f25ca3eddfac8b002a2ec3d9183a454e8ae"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:80402cd6ee291dcb72644d6eac93785fe2c8b9cb30893c1af5b8fdd753b9d40f"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-win32.whl", hash = "sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:ddbb2551d7e0102e7252db79ba445cdab71b26640817ab1e3e3648dad515003b"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8f4a014bc36d3c57402e2977dada34f9c12300af536839dc38c0beab8878f38a"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8d756e44e94489e49571086ef83b2bb8ce311e730092d2c34ca8f7d925cb20aa"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:90d558489962fd4918143277a773316e56c72da56ec7aa3dc3dbbe20fdfed15b"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:8bdb58ff7ba23002a4c5808d608e4e6c687175724f54a5dade5fa8c67b604e4d"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:b4a23f61ce87adf89be746c8a8974fe1c823c891d8f86eb218bb957c924bb143"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-win32.whl", hash = "sha256:d965bba47ddeec8cd560687584e88cf699fd28f192ceb452d1d7ee807c5597b7"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:95f2a5796329323b8f0512e09dbb7a1860c46a39da62ecb2324f116fa8fdc85c"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c002b4ffc0be611f0d9da932eb0f704fe2602a9a949d1f738e4c34c75b0863d5"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a981a536974bbc7a512cf44ed14938cf01030a99e9b3a06dd59578882f06f985"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:c083af607d2515612056a31f0a8d9e0fcb5876b7bfc0abad3ecd275bc4ebc2d5"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:87d1351268731db79e0f8e745d92493ee2841c974128ef629dc518b937d9194c"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:bd8f7df7d12c2db9fab40bdd87a7c09b1530128315d047a086fa3ae3435cb3a8"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:c180f51afb394e165eafe4ac2936a14bee3eb10debc9d9e4db8958fe36afe711"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:8c622a5fe39a48f78944a87d4fb8a53ee07344641b0562c540d840748571b811"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-win32.whl", hash = "sha256:db364eca23f876da6f9e16c9da0df51aa4f104a972735574842618b8c6d999d4"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-win_amd64.whl", hash = "sha256:86216b5cee4b06df986d214f664305142d9c76df9b6512be2738aa72a2048f99"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ae5f4161f18c61806f411a13b0310bea87f987c7d2ecdbdaad0e94eb2e404238"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b2b0a0c0517616b6869869f8c581d4eb2dd83a4d79e0ebcb7d373ef9956aeb0a"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:923c0c831b7cfcb071580d3f46c4baf50f174be571576556269530f4bbd79d04"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-win32.whl", hash = "sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-win_amd64.whl", hash = "sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:c235ebd9baae02f1b77bcea61bce332cb4331dc3617d254df3323aa01ab47bd4"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b261ccdec7821281dade748d088bb6e9b69e6d15b30652b74cbbac25e280b796"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:d0eccceffcb53201b5bfebb52600a5fb483a20b61da9dbc885f8b103cbe7598c"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:9f96df6923e21816da7e0ad3fd47dd8f94b2a5ce594e00677c0013018b813458"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-win32.whl", hash = "sha256:aed38f6e4fb3f5d6bf81bfa990a07806be9d83cf7bacef998ab1a9bd660a581f"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-win_amd64.whl", hash = "sha256:b01b88d45a6fcb69667cd6d2f7a9aeb4bf53760d7fc536bf679ec94fe9f3ff3d"}, - {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"}, -] - [[package]] name = "click" version = "8.1.7" @@ -251,7 +73,6 @@ files = [ [package.dependencies] colorama = {version = "*", markers = "platform_system == \"Windows\""} -importlib-metadata = {version = "*", markers = "python_version < \"3.8\""} [[package]] name = "colorama" @@ -266,71 +87,63 @@ files = [ [[package]] name = "coverage" -version = "7.2.7" +version = "7.4.3" description = "Code coverage measurement for Python" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "coverage-7.2.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d39b5b4f2a66ccae8b7263ac3c8170994b65266797fb96cbbfd3fb5b23921db8"}, - {file = "coverage-7.2.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6d040ef7c9859bb11dfeb056ff5b3872436e3b5e401817d87a31e1750b9ae2fb"}, - {file = "coverage-7.2.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ba90a9563ba44a72fda2e85302c3abc71c5589cea608ca16c22b9804262aaeb6"}, - {file = "coverage-7.2.7-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e7d9405291c6928619403db1d10bd07888888ec1abcbd9748fdaa971d7d661b2"}, - {file = "coverage-7.2.7-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:31563e97dae5598556600466ad9beea39fb04e0229e61c12eaa206e0aa202063"}, - {file = "coverage-7.2.7-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:ebba1cd308ef115925421d3e6a586e655ca5a77b5bf41e02eb0e4562a111f2d1"}, - {file = "coverage-7.2.7-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:cb017fd1b2603ef59e374ba2063f593abe0fc45f2ad9abdde5b4d83bd922a353"}, - {file = "coverage-7.2.7-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:d62a5c7dad11015c66fbb9d881bc4caa5b12f16292f857842d9d1871595f4495"}, - {file = "coverage-7.2.7-cp310-cp310-win32.whl", hash = "sha256:ee57190f24fba796e36bb6d3aa8a8783c643d8fa9760c89f7a98ab5455fbf818"}, - {file = "coverage-7.2.7-cp310-cp310-win_amd64.whl", hash = "sha256:f75f7168ab25dd93110c8a8117a22450c19976afbc44234cbf71481094c1b850"}, - {file = "coverage-7.2.7-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:06a9a2be0b5b576c3f18f1a241f0473575c4a26021b52b2a85263a00f034d51f"}, - {file = "coverage-7.2.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:5baa06420f837184130752b7c5ea0808762083bf3487b5038d68b012e5937dbe"}, - {file = "coverage-7.2.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fdec9e8cbf13a5bf63290fc6013d216a4c7232efb51548594ca3631a7f13c3a3"}, - {file = "coverage-7.2.7-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:52edc1a60c0d34afa421c9c37078817b2e67a392cab17d97283b64c5833f427f"}, - {file = "coverage-7.2.7-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:63426706118b7f5cf6bb6c895dc215d8a418d5952544042c8a2d9fe87fcf09cb"}, - {file = "coverage-7.2.7-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:afb17f84d56068a7c29f5fa37bfd38d5aba69e3304af08ee94da8ed5b0865833"}, - {file = "coverage-7.2.7-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:48c19d2159d433ccc99e729ceae7d5293fbffa0bdb94952d3579983d1c8c9d97"}, - {file = "coverage-7.2.7-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:0e1f928eaf5469c11e886fe0885ad2bf1ec606434e79842a879277895a50942a"}, - {file = "coverage-7.2.7-cp311-cp311-win32.whl", hash = "sha256:33d6d3ea29d5b3a1a632b3c4e4f4ecae24ef170b0b9ee493883f2df10039959a"}, - {file = "coverage-7.2.7-cp311-cp311-win_amd64.whl", hash = "sha256:5b7540161790b2f28143191f5f8ec02fb132660ff175b7747b95dcb77ac26562"}, - {file = "coverage-7.2.7-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:f2f67fe12b22cd130d34d0ef79206061bfb5eda52feb6ce0dba0644e20a03cf4"}, - {file = "coverage-7.2.7-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a342242fe22407f3c17f4b499276a02b01e80f861f1682ad1d95b04018e0c0d4"}, - {file = "coverage-7.2.7-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:171717c7cb6b453aebac9a2ef603699da237f341b38eebfee9be75d27dc38e01"}, - {file = "coverage-7.2.7-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49969a9f7ffa086d973d91cec8d2e31080436ef0fb4a359cae927e742abfaaa6"}, - {file = "coverage-7.2.7-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:b46517c02ccd08092f4fa99f24c3b83d8f92f739b4657b0f146246a0ca6a831d"}, - {file = "coverage-7.2.7-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:a3d33a6b3eae87ceaefa91ffdc130b5e8536182cd6dfdbfc1aa56b46ff8c86de"}, - {file = "coverage-7.2.7-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:976b9c42fb2a43ebf304fa7d4a310e5f16cc99992f33eced91ef6f908bd8f33d"}, - {file = "coverage-7.2.7-cp312-cp312-win32.whl", hash = "sha256:8de8bb0e5ad103888d65abef8bca41ab93721647590a3f740100cd65c3b00511"}, - {file = "coverage-7.2.7-cp312-cp312-win_amd64.whl", hash = "sha256:9e31cb64d7de6b6f09702bb27c02d1904b3aebfca610c12772452c4e6c21a0d3"}, - {file = "coverage-7.2.7-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:58c2ccc2f00ecb51253cbe5d8d7122a34590fac9646a960d1430d5b15321d95f"}, - {file = "coverage-7.2.7-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d22656368f0e6189e24722214ed8d66b8022db19d182927b9a248a2a8a2f67eb"}, - {file = "coverage-7.2.7-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a895fcc7b15c3fc72beb43cdcbdf0ddb7d2ebc959edac9cef390b0d14f39f8a9"}, - {file = "coverage-7.2.7-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e84606b74eb7de6ff581a7915e2dab7a28a0517fbe1c9239eb227e1354064dcd"}, - {file = "coverage-7.2.7-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:0a5f9e1dbd7fbe30196578ca36f3fba75376fb99888c395c5880b355e2875f8a"}, - {file = "coverage-7.2.7-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:419bfd2caae268623dd469eff96d510a920c90928b60f2073d79f8fe2bbc5959"}, - {file = "coverage-7.2.7-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:2aee274c46590717f38ae5e4650988d1af340fe06167546cc32fe2f58ed05b02"}, - {file = "coverage-7.2.7-cp37-cp37m-win32.whl", hash = "sha256:61b9a528fb348373c433e8966535074b802c7a5d7f23c4f421e6c6e2f1697a6f"}, - {file = "coverage-7.2.7-cp37-cp37m-win_amd64.whl", hash = "sha256:b1c546aca0ca4d028901d825015dc8e4d56aac4b541877690eb76490f1dc8ed0"}, - {file = "coverage-7.2.7-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:54b896376ab563bd38453cecb813c295cf347cf5906e8b41d340b0321a5433e5"}, - {file = "coverage-7.2.7-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:3d376df58cc111dc8e21e3b6e24606b5bb5dee6024f46a5abca99124b2229ef5"}, - {file = "coverage-7.2.7-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5e330fc79bd7207e46c7d7fd2bb4af2963f5f635703925543a70b99574b0fea9"}, - {file = "coverage-7.2.7-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1e9d683426464e4a252bf70c3498756055016f99ddaec3774bf368e76bbe02b6"}, - {file = "coverage-7.2.7-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d13c64ee2d33eccf7437961b6ea7ad8673e2be040b4f7fd4fd4d4d28d9ccb1e"}, - {file = "coverage-7.2.7-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:b7aa5f8a41217360e600da646004f878250a0d6738bcdc11a0a39928d7dc2050"}, - {file = "coverage-7.2.7-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:8fa03bce9bfbeeef9f3b160a8bed39a221d82308b4152b27d82d8daa7041fee5"}, - {file = "coverage-7.2.7-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:245167dd26180ab4c91d5e1496a30be4cd721a5cf2abf52974f965f10f11419f"}, - {file = "coverage-7.2.7-cp38-cp38-win32.whl", hash = "sha256:d2c2db7fd82e9b72937969bceac4d6ca89660db0a0967614ce2481e81a0b771e"}, - {file = "coverage-7.2.7-cp38-cp38-win_amd64.whl", hash = "sha256:2e07b54284e381531c87f785f613b833569c14ecacdcb85d56b25c4622c16c3c"}, - {file = "coverage-7.2.7-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:537891ae8ce59ef63d0123f7ac9e2ae0fc8b72c7ccbe5296fec45fd68967b6c9"}, - {file = "coverage-7.2.7-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:06fb182e69f33f6cd1d39a6c597294cff3143554b64b9825d1dc69d18cc2fff2"}, - {file = "coverage-7.2.7-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:201e7389591af40950a6480bd9edfa8ed04346ff80002cec1a66cac4549c1ad7"}, - {file = "coverage-7.2.7-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f6951407391b639504e3b3be51b7ba5f3528adbf1a8ac3302b687ecababf929e"}, - {file = "coverage-7.2.7-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f48351d66575f535669306aa7d6d6f71bc43372473b54a832222803eb956fd1"}, - {file = "coverage-7.2.7-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:b29019c76039dc3c0fd815c41392a044ce555d9bcdd38b0fb60fb4cd8e475ba9"}, - {file = "coverage-7.2.7-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:81c13a1fc7468c40f13420732805a4c38a105d89848b7c10af65a90beff25250"}, - {file = "coverage-7.2.7-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:975d70ab7e3c80a3fe86001d8751f6778905ec723f5b110aed1e450da9d4b7f2"}, - {file = "coverage-7.2.7-cp39-cp39-win32.whl", hash = "sha256:7ee7d9d4822c8acc74a5e26c50604dff824710bc8de424904c0982e25c39c6cb"}, - {file = "coverage-7.2.7-cp39-cp39-win_amd64.whl", hash = "sha256:eb393e5ebc85245347950143969b241d08b52b88a3dc39479822e073a1a8eb27"}, - {file = "coverage-7.2.7-pp37.pp38.pp39-none-any.whl", hash = "sha256:b7b4c971f05e6ae490fef852c218b0e79d4e52f79ef0c8475566584a8fb3e01d"}, - {file = "coverage-7.2.7.tar.gz", hash = "sha256:924d94291ca674905fe9481f12294eb11f2d3d3fd1adb20314ba89e94f44ed59"}, + {file = "coverage-7.4.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8580b827d4746d47294c0e0b92854c85a92c2227927433998f0d3320ae8a71b6"}, + {file = "coverage-7.4.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:718187eeb9849fc6cc23e0d9b092bc2348821c5e1a901c9f8975df0bc785bfd4"}, + {file = "coverage-7.4.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:767b35c3a246bcb55b8044fd3a43b8cd553dd1f9f2c1eeb87a302b1f8daa0524"}, + {file = "coverage-7.4.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ae7f19afe0cce50039e2c782bff379c7e347cba335429678450b8fe81c4ef96d"}, + {file = "coverage-7.4.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba3a8aaed13770e970b3df46980cb068d1c24af1a1968b7818b69af8c4347efb"}, + {file = "coverage-7.4.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:ee866acc0861caebb4f2ab79f0b94dbfbdbfadc19f82e6e9c93930f74e11d7a0"}, + {file = "coverage-7.4.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:506edb1dd49e13a2d4cac6a5173317b82a23c9d6e8df63efb4f0380de0fbccbc"}, + {file = "coverage-7.4.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fd6545d97c98a192c5ac995d21c894b581f1fd14cf389be90724d21808b657e2"}, + {file = "coverage-7.4.3-cp310-cp310-win32.whl", hash = "sha256:f6a09b360d67e589236a44f0c39218a8efba2593b6abdccc300a8862cffc2f94"}, + {file = "coverage-7.4.3-cp310-cp310-win_amd64.whl", hash = "sha256:18d90523ce7553dd0b7e23cbb28865db23cddfd683a38fb224115f7826de78d0"}, + {file = "coverage-7.4.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:cbbe5e739d45a52f3200a771c6d2c7acf89eb2524890a4a3aa1a7fa0695d2a47"}, + {file = "coverage-7.4.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:489763b2d037b164846ebac0cbd368b8a4ca56385c4090807ff9fad817de4113"}, + {file = "coverage-7.4.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:451f433ad901b3bb00184d83fd83d135fb682d780b38af7944c9faeecb1e0bfe"}, + {file = "coverage-7.4.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fcc66e222cf4c719fe7722a403888b1f5e1682d1679bd780e2b26c18bb648cdc"}, + {file = "coverage-7.4.3-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b3ec74cfef2d985e145baae90d9b1b32f85e1741b04cd967aaf9cfa84c1334f3"}, + {file = "coverage-7.4.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:abbbd8093c5229c72d4c2926afaee0e6e3140de69d5dcd918b2921f2f0c8baba"}, + {file = "coverage-7.4.3-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:35eb581efdacf7b7422af677b92170da4ef34500467381e805944a3201df2079"}, + {file = "coverage-7.4.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:8249b1c7334be8f8c3abcaaa996e1e4927b0e5a23b65f5bf6cfe3180d8ca7840"}, + {file = "coverage-7.4.3-cp311-cp311-win32.whl", hash = "sha256:cf30900aa1ba595312ae41978b95e256e419d8a823af79ce670835409fc02ad3"}, + {file = "coverage-7.4.3-cp311-cp311-win_amd64.whl", hash = "sha256:18c7320695c949de11a351742ee001849912fd57e62a706d83dfc1581897fa2e"}, + {file = "coverage-7.4.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:b51bfc348925e92a9bd9b2e48dad13431b57011fd1038f08316e6bf1df107d10"}, + {file = "coverage-7.4.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d6cdecaedea1ea9e033d8adf6a0ab11107b49571bbb9737175444cea6eb72328"}, + {file = "coverage-7.4.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3b2eccb883368f9e972e216c7b4c7c06cabda925b5f06dde0650281cb7666a30"}, + {file = "coverage-7.4.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6c00cdc8fa4e50e1cc1f941a7f2e3e0f26cb2a1233c9696f26963ff58445bac7"}, + {file = "coverage-7.4.3-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b9a4a8dd3dcf4cbd3165737358e4d7dfbd9d59902ad11e3b15eebb6393b0446e"}, + {file = "coverage-7.4.3-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:062b0a75d9261e2f9c6d071753f7eef0fc9caf3a2c82d36d76667ba7b6470003"}, + {file = "coverage-7.4.3-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:ebe7c9e67a2d15fa97b77ea6571ce5e1e1f6b0db71d1d5e96f8d2bf134303c1d"}, + {file = "coverage-7.4.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:c0a120238dd71c68484f02562f6d446d736adcc6ca0993712289b102705a9a3a"}, + {file = "coverage-7.4.3-cp312-cp312-win32.whl", hash = "sha256:37389611ba54fd6d278fde86eb2c013c8e50232e38f5c68235d09d0a3f8aa352"}, + {file = "coverage-7.4.3-cp312-cp312-win_amd64.whl", hash = "sha256:d25b937a5d9ffa857d41be042b4238dd61db888533b53bc76dc082cb5a15e914"}, + {file = "coverage-7.4.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:28ca2098939eabab044ad68850aac8f8db6bf0b29bc7f2887d05889b17346454"}, + {file = "coverage-7.4.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:280459f0a03cecbe8800786cdc23067a8fc64c0bd51dc614008d9c36e1659d7e"}, + {file = "coverage-7.4.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6c0cdedd3500e0511eac1517bf560149764b7d8e65cb800d8bf1c63ebf39edd2"}, + {file = "coverage-7.4.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9a9babb9466fe1da12417a4aed923e90124a534736de6201794a3aea9d98484e"}, + {file = "coverage-7.4.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dec9de46a33cf2dd87a5254af095a409ea3bf952d85ad339751e7de6d962cde6"}, + {file = "coverage-7.4.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:16bae383a9cc5abab9bb05c10a3e5a52e0a788325dc9ba8499e821885928968c"}, + {file = "coverage-7.4.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:2c854ce44e1ee31bda4e318af1dbcfc929026d12c5ed030095ad98197eeeaed0"}, + {file = "coverage-7.4.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:ce8c50520f57ec57aa21a63ea4f325c7b657386b3f02ccaedeccf9ebe27686e1"}, + {file = "coverage-7.4.3-cp38-cp38-win32.whl", hash = "sha256:708a3369dcf055c00ddeeaa2b20f0dd1ce664eeabde6623e516c5228b753654f"}, + {file = "coverage-7.4.3-cp38-cp38-win_amd64.whl", hash = "sha256:1bf25fbca0c8d121a3e92a2a0555c7e5bc981aee5c3fdaf4bb7809f410f696b9"}, + {file = "coverage-7.4.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3b253094dbe1b431d3a4ac2f053b6d7ede2664ac559705a704f621742e034f1f"}, + {file = "coverage-7.4.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:77fbfc5720cceac9c200054b9fab50cb2a7d79660609200ab83f5db96162d20c"}, + {file = "coverage-7.4.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6679060424faa9c11808598504c3ab472de4531c571ab2befa32f4971835788e"}, + {file = "coverage-7.4.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4af154d617c875b52651dd8dd17a31270c495082f3d55f6128e7629658d63765"}, + {file = "coverage-7.4.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8640f1fde5e1b8e3439fe482cdc2b0bb6c329f4bb161927c28d2e8879c6029ee"}, + {file = "coverage-7.4.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:69b9f6f66c0af29642e73a520b6fed25ff9fd69a25975ebe6acb297234eda501"}, + {file = "coverage-7.4.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:0842571634f39016a6c03e9d4aba502be652a6e4455fadb73cd3a3a49173e38f"}, + {file = "coverage-7.4.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a78ed23b08e8ab524551f52953a8a05d61c3a760781762aac49f8de6eede8c45"}, + {file = "coverage-7.4.3-cp39-cp39-win32.whl", hash = "sha256:c0524de3ff096e15fcbfe8f056fdb4ea0bf497d584454f344d59fce069d3e6e9"}, + {file = "coverage-7.4.3-cp39-cp39-win_amd64.whl", hash = "sha256:0209a6369ccce576b43bb227dc8322d8ef9e323d089c6f3f26a597b09cb4d2aa"}, + {file = "coverage-7.4.3-pp38.pp39.pp310-none-any.whl", hash = "sha256:7cbde573904625509a3f37b6fecea974e363460b556a627c60dc2f47e2fffa51"}, + {file = "coverage-7.4.3.tar.gz", hash = "sha256:276f6077a5c61447a48d133ed13e759c09e62aff0dc84274a68dc18660104d52"}, ] [package.dependencies] @@ -339,27 +152,6 @@ tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.1 [package.extras] toml = ["tomli"] -[[package]] -name = "distlib" -version = "0.3.7" -description = "Distribution utilities" -optional = false -python-versions = "*" -files = [ - {file = "distlib-0.3.7-py2.py3-none-any.whl", hash = "sha256:2e24928bc811348f0feb63014e97aaae3037f2cf48712d51ae61df7fd6075057"}, - {file = "distlib-0.3.7.tar.gz", hash = "sha256:9dafe54b34a028eafd95039d5e5d4851a13734540f1331060d31c9916e7147a8"}, -] - -[[package]] -name = "docopt" -version = "0.6.2" -description = "Pythonic argument parser, that will make you smile" -optional = false -python-versions = "*" -files = [ - {file = "docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"}, -] - [[package]] name = "exceptiongroup" version = "1.2.0" @@ -392,13 +184,13 @@ typing = ["typing-extensions (>=4.8)"] [[package]] name = "fsspec" -version = "2023.12.1" +version = "2024.2.0" description = "File-system specification" optional = false python-versions = ">=3.8" files = [ - {file = "fsspec-2023.12.1-py3-none-any.whl", hash = "sha256:6271f1d3075a378bfe432f6f42bf7e1d2a6ba74f78dd9b512385474c579146a0"}, - {file = "fsspec-2023.12.1.tar.gz", hash = "sha256:c4da01a35ac65c853f833e43f67802c25213f560820d54ddf248f92eddd5e990"}, + {file = "fsspec-2024.2.0-py3-none-any.whl", hash = "sha256:817f969556fa5916bc682e02ca2045f96ff7f586d45110fcb76022063ad2c7d8"}, + {file = "fsspec-2024.2.0.tar.gz", hash = "sha256:b6ad1a679f760dda52b1168c859d01b7b80648ea6f7f7c7f5a8a91dc3f3ecb84"}, ] [package.extras] @@ -416,7 +208,7 @@ github = ["requests"] gs = ["gcsfs"] gui = ["panel"] hdfs = ["pyarrow (>=1)"] -http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"] +http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"] libarchive = ["libarchive-c"] oci = ["ocifs"] s3 = ["s3fs"] @@ -425,37 +217,6 @@ smb = ["smbprotocol"] ssh = ["paramiko"] tqdm = ["tqdm"] -[[package]] -name = "idna" -version = "3.6" -description = "Internationalized Domain Names in Applications (IDNA)" -optional = false -python-versions = ">=3.5" -files = [ - {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"}, - {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"}, -] - -[[package]] -name = "importlib-metadata" -version = "6.7.0" -description = "Read metadata from Python packages" -optional = false -python-versions = ">=3.7" -files = [ - {file = "importlib_metadata-6.7.0-py3-none-any.whl", hash = "sha256:cb52082e659e97afc5dac71e79de97d8681de3aa07ff18578330904a9d18e5b5"}, - {file = "importlib_metadata-6.7.0.tar.gz", hash = "sha256:1aaf550d4f73e5d6783e7acb77aec43d49da8017410afae93822cc9cca98c4d4"}, -] - -[package.dependencies] -typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""} -zipp = ">=0.5" - -[package.extras] -docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -perf = ["ipython"] -testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"] - [[package]] name = "iniconfig" version = "2.0.0" @@ -469,50 +230,27 @@ files = [ [[package]] name = "isort" -version = "5.11.5" -description = "A Python utility / library to sort Python imports." -optional = false -python-versions = ">=3.7.0" -files = [ - {file = "isort-5.11.5-py3-none-any.whl", hash = "sha256:ba1d72fb2595a01c7895a5128f9585a5cc4b6d395f1c8d514989b9a7eb2a8746"}, - {file = "isort-5.11.5.tar.gz", hash = "sha256:6be1f76a507cb2ecf16c7cf14a37e41609ca082330be4e3436a18ef74add55db"}, -] - -[package.extras] -colors = ["colorama (>=0.4.3,<0.5.0)"] -pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"] -plugins = ["setuptools"] -requirements-deprecated-finder = ["pip-api", "pipreqs"] - -[[package]] -name = "isort" -version = "5.13.0" +version = "5.13.2" description = "A Python utility / library to sort Python imports." optional = false python-versions = ">=3.8.0" files = [ - {file = "isort-5.13.0-py3-none-any.whl", hash = "sha256:15e0e937819b350bc256a7ae13bb25f4fe4f8871a0bc335b20c3627dba33f458"}, - {file = "isort-5.13.0.tar.gz", hash = "sha256:d67f78c6a1715f224cca46b29d740037bdb6eea15323a133e897cda15876147b"}, + {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"}, + {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"}, ] -[package.dependencies] -pip-api = "*" -pipreqs = "*" -requirementslib = "*" - [package.extras] colors = ["colorama (>=0.4.6)"] -plugins = ["setuptools"] [[package]] name = "jinja2" -version = "3.1.2" +version = "3.1.3" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" files = [ - {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"}, - {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"}, + {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"}, + {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"}, ] [package.dependencies] @@ -523,61 +261,71 @@ i18n = ["Babel (>=2.7)"] [[package]] name = "markupsafe" -version = "2.1.3" +version = "2.1.5" description = "Safely add untrusted strings to HTML/XML markup." optional = false python-versions = ">=3.7" files = [ - {file = "MarkupSafe-2.1.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cd0f502fe016460680cd20aaa5a76d241d6f35a1c3350c474bac1273803893fa"}, - {file = "MarkupSafe-2.1.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e09031c87a1e51556fdcb46e5bd4f59dfb743061cf93c4d6831bf894f125eb57"}, - {file = "MarkupSafe-2.1.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:68e78619a61ecf91e76aa3e6e8e33fc4894a2bebe93410754bd28fce0a8a4f9f"}, - {file = "MarkupSafe-2.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:65c1a9bcdadc6c28eecee2c119465aebff8f7a584dd719facdd9e825ec61ab52"}, - {file = "MarkupSafe-2.1.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:525808b8019e36eb524b8c68acdd63a37e75714eac50e988180b169d64480a00"}, - {file = "MarkupSafe-2.1.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:962f82a3086483f5e5f64dbad880d31038b698494799b097bc59c2edf392fce6"}, - {file = "MarkupSafe-2.1.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:aa7bd130efab1c280bed0f45501b7c8795f9fdbeb02e965371bbef3523627779"}, - {file = "MarkupSafe-2.1.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c9c804664ebe8f83a211cace637506669e7890fec1b4195b505c214e50dd4eb7"}, - {file = "MarkupSafe-2.1.3-cp310-cp310-win32.whl", hash = "sha256:10bbfe99883db80bdbaff2dcf681dfc6533a614f700da1287707e8a5d78a8431"}, - {file = "MarkupSafe-2.1.3-cp310-cp310-win_amd64.whl", hash = "sha256:1577735524cdad32f9f694208aa75e422adba74f1baee7551620e43a3141f559"}, - {file = "MarkupSafe-2.1.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ad9e82fb8f09ade1c3e1b996a6337afac2b8b9e365f926f5a61aacc71adc5b3c"}, - {file = "MarkupSafe-2.1.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3c0fae6c3be832a0a0473ac912810b2877c8cb9d76ca48de1ed31e1c68386575"}, - {file = "MarkupSafe-2.1.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b076b6226fb84157e3f7c971a47ff3a679d837cf338547532ab866c57930dbee"}, - {file = "MarkupSafe-2.1.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bfce63a9e7834b12b87c64d6b155fdd9b3b96191b6bd334bf37db7ff1fe457f2"}, - {file = "MarkupSafe-2.1.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:338ae27d6b8745585f87218a3f23f1512dbf52c26c28e322dbe54bcede54ccb9"}, - {file = "MarkupSafe-2.1.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e4dd52d80b8c83fdce44e12478ad2e85c64ea965e75d66dbeafb0a3e77308fcc"}, - {file = "MarkupSafe-2.1.3-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:df0be2b576a7abbf737b1575f048c23fb1d769f267ec4358296f31c2479db8f9"}, - {file = "MarkupSafe-2.1.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:5bbe06f8eeafd38e5d0a4894ffec89378b6c6a625ff57e3028921f8ff59318ac"}, - {file = "MarkupSafe-2.1.3-cp311-cp311-win32.whl", hash = "sha256:dd15ff04ffd7e05ffcb7fe79f1b98041b8ea30ae9234aed2a9168b5797c3effb"}, - {file = "MarkupSafe-2.1.3-cp311-cp311-win_amd64.whl", hash = "sha256:134da1eca9ec0ae528110ccc9e48041e0828d79f24121a1a146161103c76e686"}, - {file = "MarkupSafe-2.1.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:8e254ae696c88d98da6555f5ace2279cf7cd5b3f52be2b5cf97feafe883b58d2"}, - {file = "MarkupSafe-2.1.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cb0932dc158471523c9637e807d9bfb93e06a95cbf010f1a38b98623b929ef2b"}, - {file = "MarkupSafe-2.1.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9402b03f1a1b4dc4c19845e5c749e3ab82d5078d16a2a4c2cd2df62d57bb0707"}, - {file = "MarkupSafe-2.1.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ca379055a47383d02a5400cb0d110cef0a776fc644cda797db0c5696cfd7e18e"}, - {file = "MarkupSafe-2.1.3-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:b7ff0f54cb4ff66dd38bebd335a38e2c22c41a8ee45aa608efc890ac3e3931bc"}, - {file = "MarkupSafe-2.1.3-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:c011a4149cfbcf9f03994ec2edffcb8b1dc2d2aede7ca243746df97a5d41ce48"}, - {file = "MarkupSafe-2.1.3-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:56d9f2ecac662ca1611d183feb03a3fa4406469dafe241673d521dd5ae92a155"}, - {file = "MarkupSafe-2.1.3-cp37-cp37m-win32.whl", hash = "sha256:8758846a7e80910096950b67071243da3e5a20ed2546e6392603c096778d48e0"}, - {file = "MarkupSafe-2.1.3-cp37-cp37m-win_amd64.whl", hash = "sha256:787003c0ddb00500e49a10f2844fac87aa6ce977b90b0feaaf9de23c22508b24"}, - {file = "MarkupSafe-2.1.3-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:2ef12179d3a291be237280175b542c07a36e7f60718296278d8593d21ca937d4"}, - {file = "MarkupSafe-2.1.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2c1b19b3aaacc6e57b7e25710ff571c24d6c3613a45e905b1fde04d691b98ee0"}, - {file = "MarkupSafe-2.1.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8afafd99945ead6e075b973fefa56379c5b5c53fd8937dad92c662da5d8fd5ee"}, - {file = "MarkupSafe-2.1.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8c41976a29d078bb235fea9b2ecd3da465df42a562910f9022f1a03107bd02be"}, - {file = "MarkupSafe-2.1.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d080e0a5eb2529460b30190fcfcc4199bd7f827663f858a226a81bc27beaa97e"}, - {file = "MarkupSafe-2.1.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:69c0f17e9f5a7afdf2cc9fb2d1ce6aabdb3bafb7f38017c0b77862bcec2bbad8"}, - {file = "MarkupSafe-2.1.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:504b320cd4b7eff6f968eddf81127112db685e81f7e36e75f9f84f0df46041c3"}, - {file = "MarkupSafe-2.1.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:42de32b22b6b804f42c5d98be4f7e5e977ecdd9ee9b660fda1a3edf03b11792d"}, - {file = "MarkupSafe-2.1.3-cp38-cp38-win32.whl", hash = "sha256:ceb01949af7121f9fc39f7d27f91be8546f3fb112c608bc4029aef0bab86a2a5"}, - {file = "MarkupSafe-2.1.3-cp38-cp38-win_amd64.whl", hash = "sha256:1b40069d487e7edb2676d3fbdb2b0829ffa2cd63a2ec26c4938b2d34391b4ecc"}, - {file = "MarkupSafe-2.1.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:8023faf4e01efadfa183e863fefde0046de576c6f14659e8782065bcece22198"}, - {file = "MarkupSafe-2.1.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6b2b56950d93e41f33b4223ead100ea0fe11f8e6ee5f641eb753ce4b77a7042b"}, - {file = "MarkupSafe-2.1.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9dcdfd0eaf283af041973bff14a2e143b8bd64e069f4c383416ecd79a81aab58"}, - {file = "MarkupSafe-2.1.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:05fb21170423db021895e1ea1e1f3ab3adb85d1c2333cbc2310f2a26bc77272e"}, - {file = "MarkupSafe-2.1.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:282c2cb35b5b673bbcadb33a585408104df04f14b2d9b01d4c345a3b92861c2c"}, - {file = "MarkupSafe-2.1.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:ab4a0df41e7c16a1392727727e7998a467472d0ad65f3ad5e6e765015df08636"}, - {file = "MarkupSafe-2.1.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:7ef3cb2ebbf91e330e3bb937efada0edd9003683db6b57bb108c4001f37a02ea"}, - {file = "MarkupSafe-2.1.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:0a4e4a1aff6c7ac4cd55792abf96c915634c2b97e3cc1c7129578aa68ebd754e"}, - {file = "MarkupSafe-2.1.3-cp39-cp39-win32.whl", hash = "sha256:fec21693218efe39aa7f8599346e90c705afa52c5b31ae019b2e57e8f6542bb2"}, - {file = "MarkupSafe-2.1.3-cp39-cp39-win_amd64.whl", hash = "sha256:3fd4abcb888d15a94f32b75d8fd18ee162ca0c064f35b11134be77050296d6ba"}, - {file = "MarkupSafe-2.1.3.tar.gz", hash = "sha256:af598ed32d6ae86f1b747b82783958b1a4ab8f617b06fe68795c7f026abbdcad"}, + {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc"}, + {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5"}, + {file = "MarkupSafe-2.1.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e61659ba32cf2cf1481e575d0462554625196a1f2fc06a1c777d3f48e8865d46"}, + {file = "MarkupSafe-2.1.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2174c595a0d73a3080ca3257b40096db99799265e1c27cc5a610743acd86d62f"}, + {file = "MarkupSafe-2.1.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ae2ad8ae6ebee9d2d94b17fb62763125f3f374c25618198f40cbb8b525411900"}, + {file = "MarkupSafe-2.1.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:075202fa5b72c86ad32dc7d0b56024ebdbcf2048c0ba09f1cde31bfdd57bcfff"}, + {file = "MarkupSafe-2.1.5-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:598e3276b64aff0e7b3451b72e94fa3c238d452e7ddcd893c3ab324717456bad"}, + {file = "MarkupSafe-2.1.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fce659a462a1be54d2ffcacea5e3ba2d74daa74f30f5f143fe0c58636e355fdd"}, + {file = "MarkupSafe-2.1.5-cp310-cp310-win32.whl", hash = "sha256:d9fad5155d72433c921b782e58892377c44bd6252b5af2f67f16b194987338a4"}, + {file = "MarkupSafe-2.1.5-cp310-cp310-win_amd64.whl", hash = "sha256:bf50cd79a75d181c9181df03572cdce0fbb75cc353bc350712073108cba98de5"}, + {file = "MarkupSafe-2.1.5-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:629ddd2ca402ae6dbedfceeba9c46d5f7b2a61d9749597d4307f943ef198fc1f"}, + {file = "MarkupSafe-2.1.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5b7b716f97b52c5a14bffdf688f971b2d5ef4029127f1ad7a513973cfd818df2"}, + {file = "MarkupSafe-2.1.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6ec585f69cec0aa07d945b20805be741395e28ac1627333b1c5b0105962ffced"}, + {file = "MarkupSafe-2.1.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b91c037585eba9095565a3556f611e3cbfaa42ca1e865f7b8015fe5c7336d5a5"}, + {file = "MarkupSafe-2.1.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7502934a33b54030eaf1194c21c692a534196063db72176b0c4028e140f8f32c"}, + {file = "MarkupSafe-2.1.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:0e397ac966fdf721b2c528cf028494e86172b4feba51d65f81ffd65c63798f3f"}, + {file = "MarkupSafe-2.1.5-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:c061bb86a71b42465156a3ee7bd58c8c2ceacdbeb95d05a99893e08b8467359a"}, + {file = "MarkupSafe-2.1.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:3a57fdd7ce31c7ff06cdfbf31dafa96cc533c21e443d57f5b1ecc6cdc668ec7f"}, + {file = "MarkupSafe-2.1.5-cp311-cp311-win32.whl", hash = "sha256:397081c1a0bfb5124355710fe79478cdbeb39626492b15d399526ae53422b906"}, + {file = "MarkupSafe-2.1.5-cp311-cp311-win_amd64.whl", hash = "sha256:2b7c57a4dfc4f16f7142221afe5ba4e093e09e728ca65c51f5620c9aaeb9a617"}, + {file = "MarkupSafe-2.1.5-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:8dec4936e9c3100156f8a2dc89c4b88d5c435175ff03413b443469c7c8c5f4d1"}, + {file = "MarkupSafe-2.1.5-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:3c6b973f22eb18a789b1460b4b91bf04ae3f0c4234a0a6aa6b0a92f6f7b951d4"}, + {file = "MarkupSafe-2.1.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ac07bad82163452a6884fe8fa0963fb98c2346ba78d779ec06bd7a6262132aee"}, + {file = "MarkupSafe-2.1.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f5dfb42c4604dddc8e4305050aa6deb084540643ed5804d7455b5df8fe16f5e5"}, + {file = "MarkupSafe-2.1.5-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ea3d8a3d18833cf4304cd2fc9cbb1efe188ca9b5efef2bdac7adc20594a0e46b"}, + {file = "MarkupSafe-2.1.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:d050b3361367a06d752db6ead6e7edeb0009be66bc3bae0ee9d97fb326badc2a"}, + {file = "MarkupSafe-2.1.5-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:bec0a414d016ac1a18862a519e54b2fd0fc8bbfd6890376898a6c0891dd82e9f"}, + {file = "MarkupSafe-2.1.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:58c98fee265677f63a4385256a6d7683ab1832f3ddd1e66fe948d5880c21a169"}, + {file = "MarkupSafe-2.1.5-cp312-cp312-win32.whl", hash = "sha256:8590b4ae07a35970728874632fed7bd57b26b0102df2d2b233b6d9d82f6c62ad"}, + {file = "MarkupSafe-2.1.5-cp312-cp312-win_amd64.whl", hash = "sha256:823b65d8706e32ad2df51ed89496147a42a2a6e01c13cfb6ffb8b1e92bc910bb"}, + {file = "MarkupSafe-2.1.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c8b29db45f8fe46ad280a7294f5c3ec36dbac9491f2d1c17345be8e69cc5928f"}, + {file = "MarkupSafe-2.1.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ec6a563cff360b50eed26f13adc43e61bc0c04d94b8be985e6fb24b81f6dcfdf"}, + {file = "MarkupSafe-2.1.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a549b9c31bec33820e885335b451286e2969a2d9e24879f83fe904a5ce59d70a"}, + {file = "MarkupSafe-2.1.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4f11aa001c540f62c6166c7726f71f7573b52c68c31f014c25cc7901deea0b52"}, + {file = "MarkupSafe-2.1.5-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:7b2e5a267c855eea6b4283940daa6e88a285f5f2a67f2220203786dfa59b37e9"}, + {file = "MarkupSafe-2.1.5-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:2d2d793e36e230fd32babe143b04cec8a8b3eb8a3122d2aceb4a371e6b09b8df"}, + {file = "MarkupSafe-2.1.5-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:ce409136744f6521e39fd8e2a24c53fa18ad67aa5bc7c2cf83645cce5b5c4e50"}, + {file = "MarkupSafe-2.1.5-cp37-cp37m-win32.whl", hash = "sha256:4096e9de5c6fdf43fb4f04c26fb114f61ef0bf2e5604b6ee3019d51b69e8c371"}, + {file = "MarkupSafe-2.1.5-cp37-cp37m-win_amd64.whl", hash = "sha256:4275d846e41ecefa46e2015117a9f491e57a71ddd59bbead77e904dc02b1bed2"}, + {file = "MarkupSafe-2.1.5-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:656f7526c69fac7f600bd1f400991cc282b417d17539a1b228617081106feb4a"}, + {file = "MarkupSafe-2.1.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:97cafb1f3cbcd3fd2b6fbfb99ae11cdb14deea0736fc2b0952ee177f2b813a46"}, + {file = "MarkupSafe-2.1.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1f3fbcb7ef1f16e48246f704ab79d79da8a46891e2da03f8783a5b6fa41a9532"}, + {file = "MarkupSafe-2.1.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fa9db3f79de01457b03d4f01b34cf91bc0048eb2c3846ff26f66687c2f6d16ab"}, + {file = "MarkupSafe-2.1.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ffee1f21e5ef0d712f9033568f8344d5da8cc2869dbd08d87c84656e6a2d2f68"}, + {file = "MarkupSafe-2.1.5-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:5dedb4db619ba5a2787a94d877bc8ffc0566f92a01c0ef214865e54ecc9ee5e0"}, + {file = "MarkupSafe-2.1.5-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:30b600cf0a7ac9234b2638fbc0fb6158ba5bdcdf46aeb631ead21248b9affbc4"}, + {file = "MarkupSafe-2.1.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:8dd717634f5a044f860435c1d8c16a270ddf0ef8588d4887037c5028b859b0c3"}, + {file = "MarkupSafe-2.1.5-cp38-cp38-win32.whl", hash = "sha256:daa4ee5a243f0f20d528d939d06670a298dd39b1ad5f8a72a4275124a7819eff"}, + {file = "MarkupSafe-2.1.5-cp38-cp38-win_amd64.whl", hash = "sha256:619bc166c4f2de5caa5a633b8b7326fbe98e0ccbfacabd87268a2b15ff73a029"}, + {file = "MarkupSafe-2.1.5-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:7a68b554d356a91cce1236aa7682dc01df0edba8d043fd1ce607c49dd3c1edcf"}, + {file = "MarkupSafe-2.1.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:db0b55e0f3cc0be60c1f19efdde9a637c32740486004f20d1cff53c3c0ece4d2"}, + {file = "MarkupSafe-2.1.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3e53af139f8579a6d5f7b76549125f0d94d7e630761a2111bc431fd820e163b8"}, + {file = "MarkupSafe-2.1.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:17b950fccb810b3293638215058e432159d2b71005c74371d784862b7e4683f3"}, + {file = "MarkupSafe-2.1.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4c31f53cdae6ecfa91a77820e8b151dba54ab528ba65dfd235c80b086d68a465"}, + {file = "MarkupSafe-2.1.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:bff1b4290a66b490a2f4719358c0cdcd9bafb6b8f061e45c7a2460866bf50c2e"}, + {file = "MarkupSafe-2.1.5-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:bc1667f8b83f48511b94671e0e441401371dfd0f0a795c7daa4a3cd1dde55bea"}, + {file = "MarkupSafe-2.1.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5049256f536511ee3f7e1b3f87d1d1209d327e818e6ae1365e8653d7e3abb6a6"}, + {file = "MarkupSafe-2.1.5-cp39-cp39-win32.whl", hash = "sha256:00e046b6dd71aa03a41079792f8473dc494d564611a8f89bbbd7cb93295ebdcf"}, + {file = "MarkupSafe-2.1.5-cp39-cp39-win_amd64.whl", hash = "sha256:fa173ec60341d6bb97a89f5ea19c85c5643c1e7dedebc22f5181eb73573142c5"}, + {file = "MarkupSafe-2.1.5.tar.gz", hash = "sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b"}, ] [[package]] @@ -626,43 +374,6 @@ doc = ["nb2plots (>=0.6)", "numpydoc (>=1.5)", "pillow (>=9.4)", "pydata-sphinx- extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.10)", "sympy (>=1.10)"] test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"] -[[package]] -name = "numpy" -version = "1.21.1" -description = "NumPy is the fundamental package for array computing with Python." -optional = false -python-versions = ">=3.7" -files = [ - {file = "numpy-1.21.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:38e8648f9449a549a7dfe8d8755a5979b45b3538520d1e735637ef28e8c2dc50"}, - {file = "numpy-1.21.1-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:fd7d7409fa643a91d0a05c7554dd68aa9c9bb16e186f6ccfe40d6e003156e33a"}, - {file = "numpy-1.21.1-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a75b4498b1e93d8b700282dc8e655b8bd559c0904b3910b144646dbbbc03e062"}, - {file = "numpy-1.21.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1412aa0aec3e00bc23fbb8664d76552b4efde98fb71f60737c83efbac24112f1"}, - {file = "numpy-1.21.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e46ceaff65609b5399163de5893d8f2a82d3c77d5e56d976c8b5fb01faa6b671"}, - {file = "numpy-1.21.1-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:c6a2324085dd52f96498419ba95b5777e40b6bcbc20088fddb9e8cbb58885e8e"}, - {file = "numpy-1.21.1-cp37-cp37m-win32.whl", hash = "sha256:73101b2a1fef16602696d133db402a7e7586654682244344b8329cdcbbb82172"}, - {file = "numpy-1.21.1-cp37-cp37m-win_amd64.whl", hash = "sha256:7a708a79c9a9d26904d1cca8d383bf869edf6f8e7650d85dbc77b041e8c5a0f8"}, - {file = "numpy-1.21.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:95b995d0c413f5d0428b3f880e8fe1660ff9396dcd1f9eedbc311f37b5652e16"}, - {file = "numpy-1.21.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:635e6bd31c9fb3d475c8f44a089569070d10a9ef18ed13738b03049280281267"}, - {file = "numpy-1.21.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4a3d5fb89bfe21be2ef47c0614b9c9c707b7362386c9a3ff1feae63e0267ccb6"}, - {file = "numpy-1.21.1-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:8a326af80e86d0e9ce92bcc1e65c8ff88297de4fa14ee936cb2293d414c9ec63"}, - {file = "numpy-1.21.1-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:791492091744b0fe390a6ce85cc1bf5149968ac7d5f0477288f78c89b385d9af"}, - {file = "numpy-1.21.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0318c465786c1f63ac05d7c4dbcecd4d2d7e13f0959b01b534ea1e92202235c5"}, - {file = "numpy-1.21.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9a513bd9c1551894ee3d31369f9b07460ef223694098cf27d399513415855b68"}, - {file = "numpy-1.21.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:91c6f5fc58df1e0a3cc0c3a717bb3308ff850abdaa6d2d802573ee2b11f674a8"}, - {file = "numpy-1.21.1-cp38-cp38-win32.whl", hash = "sha256:978010b68e17150db8765355d1ccdd450f9fc916824e8c4e35ee620590e234cd"}, - {file = "numpy-1.21.1-cp38-cp38-win_amd64.whl", hash = "sha256:9749a40a5b22333467f02fe11edc98f022133ee1bfa8ab99bda5e5437b831214"}, - {file = "numpy-1.21.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:d7a4aeac3b94af92a9373d6e77b37691b86411f9745190d2c351f410ab3a791f"}, - {file = "numpy-1.21.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d9e7912a56108aba9b31df688a4c4f5cb0d9d3787386b87d504762b6754fbb1b"}, - {file = "numpy-1.21.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:25b40b98ebdd272bc3020935427a4530b7d60dfbe1ab9381a39147834e985eac"}, - {file = "numpy-1.21.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:8a92c5aea763d14ba9d6475803fc7904bda7decc2a0a68153f587ad82941fec1"}, - {file = "numpy-1.21.1-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:05a0f648eb28bae4bcb204e6fd14603de2908de982e761a2fc78efe0f19e96e1"}, - {file = "numpy-1.21.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f01f28075a92eede918b965e86e8f0ba7b7797a95aa8d35e1cc8821f5fc3ad6a"}, - {file = "numpy-1.21.1-cp39-cp39-win32.whl", hash = "sha256:88c0b89ad1cc24a5efbb99ff9ab5db0f9a86e9cc50240177a571fbe9c2860ac2"}, - {file = "numpy-1.21.1-cp39-cp39-win_amd64.whl", hash = "sha256:01721eefe70544d548425a07c80be8377096a54118070b8a62476866d5208e33"}, - {file = "numpy-1.21.1-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:2d4d1de6e6fb3d28781c73fbde702ac97f03d79e4ffd6598b880b2d95d62ead4"}, - {file = "numpy-1.21.1.zip", hash = "sha256:dff4af63638afcc57a3dfb9e4b26d434a7a602d225b42d746ea7fe2edf1342fd"}, -] - [[package]] name = "numpy" version = "1.24.4" @@ -713,304 +424,62 @@ files = [ [[package]] name = "pathspec" -version = "0.11.2" -description = "Utility library for gitignore style pattern matching of file paths." -optional = false -python-versions = ">=3.7" -files = [ - {file = "pathspec-0.11.2-py3-none-any.whl", hash = "sha256:1d6ed233af05e679efb96b1851550ea95bbb64b7c490b0f5aa52996c11e92a20"}, - {file = "pathspec-0.11.2.tar.gz", hash = "sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3"}, -] - -[[package]] -name = "pathspec" -version = "0.12.0" +version = "0.12.1" description = "Utility library for gitignore style pattern matching of file paths." optional = false python-versions = ">=3.8" files = [ - {file = "pathspec-0.12.0-py3-none-any.whl", hash = "sha256:f1f8a7eab698c357945c85ed79715e014612b8584faebe209dca4558e2b09513"}, - {file = "pathspec-0.12.0.tar.gz", hash = "sha256:c57e16065a97b7beb175f13c84d27cb05f7b7315741c2fbd5de541042f4ea6e1"}, -] - -[[package]] -name = "pep517" -version = "0.13.1" -description = "Wrappers to build Python packages using PEP 517 hooks" -optional = false -python-versions = ">=3.6" -files = [ - {file = "pep517-0.13.1-py3-none-any.whl", hash = "sha256:31b206f67165b3536dd577c5c3f1518e8fbaf38cbc57efff8369a392feff1721"}, - {file = "pep517-0.13.1.tar.gz", hash = "sha256:1b2fa2ffd3938bb4beffe5d6146cbcb2bda996a5a4da9f31abffd8b24e07b317"}, -] - -[package.dependencies] -tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""} - -[[package]] -name = "pip" -version = "23.3.1" -description = "The PyPA recommended tool for installing Python packages." -optional = false -python-versions = ">=3.7" -files = [ - {file = "pip-23.3.1-py3-none-any.whl", hash = "sha256:55eb67bb6171d37447e82213be585b75fe2b12b359e993773aca4de9247a052b"}, - {file = "pip-23.3.1.tar.gz", hash = "sha256:1fcaa041308d01f14575f6d0d2ea4b75a3e2871fe4f9c694976f908768e14174"}, -] - -[[package]] -name = "pip-api" -version = "0.0.30" -description = "An unofficial, importable pip API" -optional = false -python-versions = ">=3.7" -files = [ - {file = "pip-api-0.0.30.tar.gz", hash = "sha256:a05df2c7aa9b7157374bcf4273544201a0c7bae60a9c65bcf84f3959ef3896f3"}, - {file = "pip_api-0.0.30-py3-none-any.whl", hash = "sha256:2a0314bd31522eb9ffe8a99668b0d07fee34ebc537931e7b6483001dbedcbdc9"}, -] - -[package.dependencies] -pip = "*" - -[[package]] -name = "pipreqs" -version = "0.4.13" -description = "Pip requirements.txt generator based on imports in project" -optional = false -python-versions = ">=3.7" -files = [ - {file = "pipreqs-0.4.13-py2.py3-none-any.whl", hash = "sha256:e522b9ed54aa3e8b7978ff251ab7a9af2f75d2cd8de4c102e881b666a79a308e"}, - {file = "pipreqs-0.4.13.tar.gz", hash = "sha256:a17f167880b6921be37533ce4c81ddc6e22b465c107aad557db43b1add56a99b"}, -] - -[package.dependencies] -docopt = "*" -yarg = "*" - -[[package]] -name = "platformdirs" -version = "4.0.0" -description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." -optional = false -python-versions = ">=3.7" -files = [ - {file = "platformdirs-4.0.0-py3-none-any.whl", hash = "sha256:118c954d7e949b35437270383a3f2531e99dd93cf7ce4dc8340d3356d30f173b"}, - {file = "platformdirs-4.0.0.tar.gz", hash = "sha256:cb633b2bcf10c51af60beb0ab06d2f1d69064b43abf4c185ca6b28865f3f9731"}, + {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"}, + {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"}, ] -[package.dependencies] -typing-extensions = {version = ">=4.7.1", markers = "python_version < \"3.8\""} - -[package.extras] -docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"] -test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"] - [[package]] name = "platformdirs" -version = "4.1.0" +version = "4.2.0" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." optional = false python-versions = ">=3.8" files = [ - {file = "platformdirs-4.1.0-py3-none-any.whl", hash = "sha256:11c8f37bcca40db96d8144522d925583bdb7a31f7b0e37e3ed4318400a8e2380"}, - {file = "platformdirs-4.1.0.tar.gz", hash = "sha256:906d548203468492d432bcb294d4bc2fff751bf84971fbb2c10918cc206ee420"}, + {file = "platformdirs-4.2.0-py3-none-any.whl", hash = "sha256:0614df2a2f37e1a662acbd8e2b25b92ccf8632929bc6d43467e17fe89c75e068"}, + {file = "platformdirs-4.2.0.tar.gz", hash = "sha256:ef0cc731df711022c174543cb70a9b5bd22e5a9337c8624ef2c2ceb8ddad8768"}, ] [package.extras] -docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"] -test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"] - -[[package]] -name = "plette" -version = "0.4.4" -description = "Structured Pipfile and Pipfile.lock models." -optional = false -python-versions = ">=3.7" -files = [ - {file = "plette-0.4.4-py2.py3-none-any.whl", hash = "sha256:42d68ce8c6b966874b68758d87d7f20fcff2eff0d861903eea1062126be4d98f"}, - {file = "plette-0.4.4.tar.gz", hash = "sha256:06b8c09eb90293ad0b8101cb5c95c4ea53e9b2b582901845d0904ff02d237454"}, -] - -[package.dependencies] -cerberus = {version = "*", optional = true, markers = "extra == \"validation\""} -tomlkit = "*" - -[package.extras] -tests = ["pytest", "pytest-cov", "pytest-xdist"] -validation = ["cerberus"] +docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"] +test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"] [[package]] name = "pluggy" -version = "1.2.0" +version = "1.4.0" description = "plugin and hook calling mechanisms for python" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "pluggy-1.2.0-py3-none-any.whl", hash = "sha256:c2fd55a7d7a3863cba1a013e4e2414658b1d07b6bc57b3919e0c63c9abb99849"}, - {file = "pluggy-1.2.0.tar.gz", hash = "sha256:d12f0c4b579b15f5e054301bb226ee85eeeba08ffec228092f8defbaa3a4c4b3"}, + {file = "pluggy-1.4.0-py3-none-any.whl", hash = "sha256:7db9f7b503d67d1c5b95f59773ebb58a8c1c288129a88665838012cfb07b8981"}, + {file = "pluggy-1.4.0.tar.gz", hash = "sha256:8c85c2876142a764e5b7548e7d9a0e0ddb46f5185161049a79b7e974454223be"}, ] -[package.dependencies] -importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""} - [package.extras] dev = ["pre-commit", "tox"] testing = ["pytest", "pytest-benchmark"] -[[package]] -name = "pydantic" -version = "2.5.2" -description = "Data validation using Python type hints" -optional = false -python-versions = ">=3.7" -files = [ - {file = "pydantic-2.5.2-py3-none-any.whl", hash = "sha256:80c50fb8e3dcecfddae1adbcc00ec5822918490c99ab31f6cf6140ca1c1429f0"}, - {file = "pydantic-2.5.2.tar.gz", hash = "sha256:ff177ba64c6faf73d7afa2e8cad38fd456c0dbe01c9954e71038001cd15a6edd"}, -] - -[package.dependencies] -annotated-types = ">=0.4.0" -pydantic-core = "2.14.5" -typing-extensions = ">=4.6.1" - -[package.extras] -email = ["email-validator (>=2.0.0)"] - -[[package]] -name = "pydantic-core" -version = "2.14.5" -description = "" -optional = false -python-versions = ">=3.7" -files = [ - {file = "pydantic_core-2.14.5-cp310-cp310-macosx_10_7_x86_64.whl", hash = "sha256:7e88f5696153dc516ba6e79f82cc4747e87027205f0e02390c21f7cb3bd8abfd"}, - {file = "pydantic_core-2.14.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4641e8ad4efb697f38a9b64ca0523b557c7931c5f84e0fd377a9a3b05121f0de"}, - {file = "pydantic_core-2.14.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:774de879d212db5ce02dfbf5b0da9a0ea386aeba12b0b95674a4ce0593df3d07"}, - {file = "pydantic_core-2.14.5-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ebb4e035e28f49b6f1a7032920bb9a0c064aedbbabe52c543343d39341a5b2a3"}, - {file = "pydantic_core-2.14.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b53e9ad053cd064f7e473a5f29b37fc4cc9dc6d35f341e6afc0155ea257fc911"}, - {file = "pydantic_core-2.14.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8aa1768c151cf562a9992462239dfc356b3d1037cc5a3ac829bb7f3bda7cc1f9"}, - {file = "pydantic_core-2.14.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eac5c82fc632c599f4639a5886f96867ffced74458c7db61bc9a66ccb8ee3113"}, - {file = "pydantic_core-2.14.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d2ae91f50ccc5810b2f1b6b858257c9ad2e08da70bf890dee02de1775a387c66"}, - {file = "pydantic_core-2.14.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:6b9ff467ffbab9110e80e8c8de3bcfce8e8b0fd5661ac44a09ae5901668ba997"}, - {file = "pydantic_core-2.14.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:61ea96a78378e3bd5a0be99b0e5ed00057b71f66115f5404d0dae4819f495093"}, - {file = "pydantic_core-2.14.5-cp310-none-win32.whl", hash = "sha256:bb4c2eda937a5e74c38a41b33d8c77220380a388d689bcdb9b187cf6224c9720"}, - {file = "pydantic_core-2.14.5-cp310-none-win_amd64.whl", hash = "sha256:b7851992faf25eac90bfcb7bfd19e1f5ffa00afd57daec8a0042e63c74a4551b"}, - {file = "pydantic_core-2.14.5-cp311-cp311-macosx_10_7_x86_64.whl", hash = "sha256:4e40f2bd0d57dac3feb3a3aed50f17d83436c9e6b09b16af271b6230a2915459"}, - {file = "pydantic_core-2.14.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ab1cdb0f14dc161ebc268c09db04d2c9e6f70027f3b42446fa11c153521c0e88"}, - {file = "pydantic_core-2.14.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aae7ea3a1c5bb40c93cad361b3e869b180ac174656120c42b9fadebf685d121b"}, - {file = "pydantic_core-2.14.5-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:60b7607753ba62cf0739177913b858140f11b8af72f22860c28eabb2f0a61937"}, - {file = "pydantic_core-2.14.5-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2248485b0322c75aee7565d95ad0e16f1c67403a470d02f94da7344184be770f"}, - {file = "pydantic_core-2.14.5-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:823fcc638f67035137a5cd3f1584a4542d35a951c3cc68c6ead1df7dac825c26"}, - {file = "pydantic_core-2.14.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:96581cfefa9123accc465a5fd0cc833ac4d75d55cc30b633b402e00e7ced00a6"}, - {file = "pydantic_core-2.14.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a33324437018bf6ba1bb0f921788788641439e0ed654b233285b9c69704c27b4"}, - {file = "pydantic_core-2.14.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:9bd18fee0923ca10f9a3ff67d4851c9d3e22b7bc63d1eddc12f439f436f2aada"}, - {file = "pydantic_core-2.14.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:853a2295c00f1d4429db4c0fb9475958543ee80cfd310814b5c0ef502de24dda"}, - {file = "pydantic_core-2.14.5-cp311-none-win32.whl", hash = "sha256:cb774298da62aea5c80a89bd58c40205ab4c2abf4834453b5de207d59d2e1651"}, - {file = "pydantic_core-2.14.5-cp311-none-win_amd64.whl", hash = "sha256:e87fc540c6cac7f29ede02e0f989d4233f88ad439c5cdee56f693cc9c1c78077"}, - {file = "pydantic_core-2.14.5-cp311-none-win_arm64.whl", hash = "sha256:57d52fa717ff445cb0a5ab5237db502e6be50809b43a596fb569630c665abddf"}, - {file = "pydantic_core-2.14.5-cp312-cp312-macosx_10_7_x86_64.whl", hash = "sha256:e60f112ac88db9261ad3a52032ea46388378034f3279c643499edb982536a093"}, - {file = "pydantic_core-2.14.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6e227c40c02fd873c2a73a98c1280c10315cbebe26734c196ef4514776120aeb"}, - {file = "pydantic_core-2.14.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f0cbc7fff06a90bbd875cc201f94ef0ee3929dfbd5c55a06674b60857b8b85ed"}, - {file = "pydantic_core-2.14.5-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:103ef8d5b58596a731b690112819501ba1db7a36f4ee99f7892c40da02c3e189"}, - {file = "pydantic_core-2.14.5-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c949f04ecad823f81b1ba94e7d189d9dfb81edbb94ed3f8acfce41e682e48cef"}, - {file = "pydantic_core-2.14.5-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c1452a1acdf914d194159439eb21e56b89aa903f2e1c65c60b9d874f9b950e5d"}, - {file = "pydantic_core-2.14.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cb4679d4c2b089e5ef89756bc73e1926745e995d76e11925e3e96a76d5fa51fc"}, - {file = "pydantic_core-2.14.5-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:cf9d3fe53b1ee360e2421be95e62ca9b3296bf3f2fb2d3b83ca49ad3f925835e"}, - {file = "pydantic_core-2.14.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:70f4b4851dbb500129681d04cc955be2a90b2248d69273a787dda120d5cf1f69"}, - {file = "pydantic_core-2.14.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:59986de5710ad9613ff61dd9b02bdd2f615f1a7052304b79cc8fa2eb4e336d2d"}, - {file = "pydantic_core-2.14.5-cp312-none-win32.whl", hash = "sha256:699156034181e2ce106c89ddb4b6504c30db8caa86e0c30de47b3e0654543260"}, - {file = "pydantic_core-2.14.5-cp312-none-win_amd64.whl", hash = "sha256:5baab5455c7a538ac7e8bf1feec4278a66436197592a9bed538160a2e7d11e36"}, - {file = "pydantic_core-2.14.5-cp312-none-win_arm64.whl", hash = "sha256:e47e9a08bcc04d20975b6434cc50bf82665fbc751bcce739d04a3120428f3e27"}, - {file = "pydantic_core-2.14.5-cp37-cp37m-macosx_10_7_x86_64.whl", hash = "sha256:af36f36538418f3806048f3b242a1777e2540ff9efaa667c27da63d2749dbce0"}, - {file = "pydantic_core-2.14.5-cp37-cp37m-macosx_11_0_arm64.whl", hash = "sha256:45e95333b8418ded64745f14574aa9bfc212cb4fbeed7a687b0c6e53b5e188cd"}, - {file = "pydantic_core-2.14.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e47a76848f92529879ecfc417ff88a2806438f57be4a6a8bf2961e8f9ca9ec7"}, - {file = "pydantic_core-2.14.5-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d81e6987b27bc7d101c8597e1cd2bcaa2fee5e8e0f356735c7ed34368c471550"}, - {file = "pydantic_core-2.14.5-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:34708cc82c330e303f4ce87758828ef6e457681b58ce0e921b6e97937dd1e2a3"}, - {file = "pydantic_core-2.14.5-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:652c1988019752138b974c28f43751528116bcceadad85f33a258869e641d753"}, - {file = "pydantic_core-2.14.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6e4d090e73e0725b2904fdbdd8d73b8802ddd691ef9254577b708d413bf3006e"}, - {file = "pydantic_core-2.14.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5c7d5b5005f177764e96bd584d7bf28d6e26e96f2a541fdddb934c486e36fd59"}, - {file = "pydantic_core-2.14.5-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:a71891847f0a73b1b9eb86d089baee301477abef45f7eaf303495cd1473613e4"}, - {file = "pydantic_core-2.14.5-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:a717aef6971208f0851a2420b075338e33083111d92041157bbe0e2713b37325"}, - {file = "pydantic_core-2.14.5-cp37-none-win32.whl", hash = "sha256:de790a3b5aa2124b8b78ae5faa033937a72da8efe74b9231698b5a1dd9be3405"}, - {file = "pydantic_core-2.14.5-cp37-none-win_amd64.whl", hash = "sha256:6c327e9cd849b564b234da821236e6bcbe4f359a42ee05050dc79d8ed2a91588"}, - {file = "pydantic_core-2.14.5-cp38-cp38-macosx_10_7_x86_64.whl", hash = "sha256:ef98ca7d5995a82f43ec0ab39c4caf6a9b994cb0b53648ff61716370eadc43cf"}, - {file = "pydantic_core-2.14.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:c6eae413494a1c3f89055da7a5515f32e05ebc1a234c27674a6956755fb2236f"}, - {file = "pydantic_core-2.14.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dcf4e6d85614f7a4956c2de5a56531f44efb973d2fe4a444d7251df5d5c4dcfd"}, - {file = "pydantic_core-2.14.5-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6637560562134b0e17de333d18e69e312e0458ee4455bdad12c37100b7cad706"}, - {file = "pydantic_core-2.14.5-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:77fa384d8e118b3077cccfcaf91bf83c31fe4dc850b5e6ee3dc14dc3d61bdba1"}, - {file = "pydantic_core-2.14.5-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:16e29bad40bcf97aac682a58861249ca9dcc57c3f6be22f506501833ddb8939c"}, - {file = "pydantic_core-2.14.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:531f4b4252fac6ca476fbe0e6f60f16f5b65d3e6b583bc4d87645e4e5ddde331"}, - {file = "pydantic_core-2.14.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:074f3d86f081ce61414d2dc44901f4f83617329c6f3ab49d2bc6c96948b2c26b"}, - {file = "pydantic_core-2.14.5-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:c2adbe22ab4babbca99c75c5d07aaf74f43c3195384ec07ccbd2f9e3bddaecec"}, - {file = "pydantic_core-2.14.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:0f6116a558fd06d1b7c2902d1c4cf64a5bd49d67c3540e61eccca93f41418124"}, - {file = "pydantic_core-2.14.5-cp38-none-win32.whl", hash = "sha256:fe0a5a1025eb797752136ac8b4fa21aa891e3d74fd340f864ff982d649691867"}, - {file = "pydantic_core-2.14.5-cp38-none-win_amd64.whl", hash = "sha256:079206491c435b60778cf2b0ee5fd645e61ffd6e70c47806c9ed51fc75af078d"}, - {file = "pydantic_core-2.14.5-cp39-cp39-macosx_10_7_x86_64.whl", hash = "sha256:a6a16f4a527aae4f49c875da3cdc9508ac7eef26e7977952608610104244e1b7"}, - {file = "pydantic_core-2.14.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:abf058be9517dc877227ec3223f0300034bd0e9f53aebd63cf4456c8cb1e0863"}, - {file = "pydantic_core-2.14.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:49b08aae5013640a3bfa25a8eebbd95638ec3f4b2eaf6ed82cf0c7047133f03b"}, - {file = "pydantic_core-2.14.5-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c2d97e906b4ff36eb464d52a3bc7d720bd6261f64bc4bcdbcd2c557c02081ed2"}, - {file = "pydantic_core-2.14.5-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3128e0bbc8c091ec4375a1828d6118bc20404883169ac95ffa8d983b293611e6"}, - {file = "pydantic_core-2.14.5-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:88e74ab0cdd84ad0614e2750f903bb0d610cc8af2cc17f72c28163acfcf372a4"}, - {file = "pydantic_core-2.14.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c339dabd8ee15f8259ee0f202679b6324926e5bc9e9a40bf981ce77c038553db"}, - {file = "pydantic_core-2.14.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:3387277f1bf659caf1724e1afe8ee7dbc9952a82d90f858ebb931880216ea955"}, - {file = "pydantic_core-2.14.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:ba6b6b3846cfc10fdb4c971980a954e49d447cd215ed5a77ec8190bc93dd7bc5"}, - {file = "pydantic_core-2.14.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ca61d858e4107ce5e1330a74724fe757fc7135190eb5ce5c9d0191729f033209"}, - {file = "pydantic_core-2.14.5-cp39-none-win32.whl", hash = "sha256:ec1e72d6412f7126eb7b2e3bfca42b15e6e389e1bc88ea0069d0cc1742f477c6"}, - {file = "pydantic_core-2.14.5-cp39-none-win_amd64.whl", hash = "sha256:c0b97ec434041827935044bbbe52b03d6018c2897349670ff8fe11ed24d1d4ab"}, - {file = "pydantic_core-2.14.5-pp310-pypy310_pp73-macosx_10_7_x86_64.whl", hash = "sha256:79e0a2cdbdc7af3f4aee3210b1172ab53d7ddb6a2d8c24119b5706e622b346d0"}, - {file = "pydantic_core-2.14.5-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:678265f7b14e138d9a541ddabbe033012a2953315739f8cfa6d754cc8063e8ca"}, - {file = "pydantic_core-2.14.5-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:95b15e855ae44f0c6341ceb74df61b606e11f1087e87dcb7482377374aac6abe"}, - {file = "pydantic_core-2.14.5-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:09b0e985fbaf13e6b06a56d21694d12ebca6ce5414b9211edf6f17738d82b0f8"}, - {file = "pydantic_core-2.14.5-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:3ad873900297bb36e4b6b3f7029d88ff9829ecdc15d5cf20161775ce12306f8a"}, - {file = "pydantic_core-2.14.5-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:2d0ae0d8670164e10accbeb31d5ad45adb71292032d0fdb9079912907f0085f4"}, - {file = "pydantic_core-2.14.5-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:d37f8ec982ead9ba0a22a996129594938138a1503237b87318392a48882d50b7"}, - {file = "pydantic_core-2.14.5-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:35613015f0ba7e14c29ac6c2483a657ec740e5ac5758d993fdd5870b07a61d8b"}, - {file = "pydantic_core-2.14.5-pp37-pypy37_pp73-macosx_10_7_x86_64.whl", hash = "sha256:ab4ea451082e684198636565224bbb179575efc1658c48281b2c866bfd4ddf04"}, - {file = "pydantic_core-2.14.5-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ce601907e99ea5b4adb807ded3570ea62186b17f88e271569144e8cca4409c7"}, - {file = "pydantic_core-2.14.5-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fb2ed8b3fe4bf4506d6dab3b93b83bbc22237e230cba03866d561c3577517d18"}, - {file = "pydantic_core-2.14.5-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:70f947628e074bb2526ba1b151cee10e4c3b9670af4dbb4d73bc8a89445916b5"}, - {file = "pydantic_core-2.14.5-pp37-pypy37_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:4bc536201426451f06f044dfbf341c09f540b4ebdb9fd8d2c6164d733de5e634"}, - {file = "pydantic_core-2.14.5-pp37-pypy37_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:f4791cf0f8c3104ac668797d8c514afb3431bc3305f5638add0ba1a5a37e0d88"}, - {file = "pydantic_core-2.14.5-pp38-pypy38_pp73-macosx_10_7_x86_64.whl", hash = "sha256:038c9f763e650712b899f983076ce783175397c848da04985658e7628cbe873b"}, - {file = "pydantic_core-2.14.5-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:27548e16c79702f1e03f5628589c6057c9ae17c95b4c449de3c66b589ead0520"}, - {file = "pydantic_core-2.14.5-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c97bee68898f3f4344eb02fec316db93d9700fb1e6a5b760ffa20d71d9a46ce3"}, - {file = "pydantic_core-2.14.5-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b9b759b77f5337b4ea024f03abc6464c9f35d9718de01cfe6bae9f2e139c397e"}, - {file = "pydantic_core-2.14.5-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:439c9afe34638ace43a49bf72d201e0ffc1a800295bed8420c2a9ca8d5e3dbb3"}, - {file = "pydantic_core-2.14.5-pp38-pypy38_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:ba39688799094c75ea8a16a6b544eb57b5b0f3328697084f3f2790892510d144"}, - {file = "pydantic_core-2.14.5-pp38-pypy38_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:ccd4d5702bb90b84df13bd491be8d900b92016c5a455b7e14630ad7449eb03f8"}, - {file = "pydantic_core-2.14.5-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:81982d78a45d1e5396819bbb4ece1fadfe5f079335dd28c4ab3427cd95389944"}, - {file = "pydantic_core-2.14.5-pp39-pypy39_pp73-macosx_10_7_x86_64.whl", hash = "sha256:7f8210297b04e53bc3da35db08b7302a6a1f4889c79173af69b72ec9754796b8"}, - {file = "pydantic_core-2.14.5-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:8c8a8812fe6f43a3a5b054af6ac2d7b8605c7bcab2804a8a7d68b53f3cd86e00"}, - {file = "pydantic_core-2.14.5-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:206ed23aecd67c71daf5c02c3cd19c0501b01ef3cbf7782db9e4e051426b3d0d"}, - {file = "pydantic_core-2.14.5-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c2027d05c8aebe61d898d4cffd774840a9cb82ed356ba47a90d99ad768f39789"}, - {file = "pydantic_core-2.14.5-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:40180930807ce806aa71eda5a5a5447abb6b6a3c0b4b3b1b1962651906484d68"}, - {file = "pydantic_core-2.14.5-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:615a0a4bff11c45eb3c1996ceed5bdaa2f7b432425253a7c2eed33bb86d80abc"}, - {file = "pydantic_core-2.14.5-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:f5e412d717366e0677ef767eac93566582518fe8be923361a5c204c1a62eaafe"}, - {file = "pydantic_core-2.14.5-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:513b07e99c0a267b1d954243845d8a833758a6726a3b5d8948306e3fe14675e3"}, - {file = "pydantic_core-2.14.5.tar.gz", hash = "sha256:6d30226dfc816dd0fdf120cae611dd2215117e4f9b124af8c60ab9093b6e8e71"}, -] - -[package.dependencies] -typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0" - [[package]] name = "pytest" -version = "7.4.3" +version = "8.0.2" description = "pytest: simple powerful testing with Python" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "pytest-7.4.3-py3-none-any.whl", hash = "sha256:0d009c083ea859a71b76adf7c1d502e4bc170b80a8ef002da5806527b9591fac"}, - {file = "pytest-7.4.3.tar.gz", hash = "sha256:d989d136982de4e3b29dabcc838ad581c64e8ed52c11fbe86ddebd9da0818cd5"}, + {file = "pytest-8.0.2-py3-none-any.whl", hash = "sha256:edfaaef32ce5172d5466b5127b42e0d6d35ebbe4453f0e3505d96afd93f6b096"}, + {file = "pytest-8.0.2.tar.gz", hash = "sha256:d4051d623a2e0b7e51960ba963193b09ce6daeb9759a451844a21e4ddedfc1bd"}, ] [package.dependencies] colorama = {version = "*", markers = "sys_platform == \"win32\""} exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""} -importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""} iniconfig = "*" packaging = "*" -pluggy = ">=0.12,<2.0" +pluggy = ">=1.3.0,<2.0" tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""} [package.extras] @@ -1034,95 +503,69 @@ pytest = ">=4.6" [package.extras] testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"] -[[package]] -name = "requests" -version = "2.31.0" -description = "Python HTTP for Humans." -optional = false -python-versions = ">=3.7" -files = [ - {file = "requests-2.31.0-py3-none-any.whl", hash = "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f"}, - {file = "requests-2.31.0.tar.gz", hash = "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"}, -] - -[package.dependencies] -certifi = ">=2017.4.17" -charset-normalizer = ">=2,<4" -idna = ">=2.5,<4" -urllib3 = ">=1.21.1,<3" - -[package.extras] -socks = ["PySocks (>=1.5.6,!=1.5.7)"] -use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] - -[[package]] -name = "requirementslib" -version = "3.0.0" -description = "A tool for converting between pip-style and pipfile requirements." -optional = false -python-versions = ">=3.7" -files = [ - {file = "requirementslib-3.0.0-py2.py3-none-any.whl", hash = "sha256:67b42903d7c32f89c7047d1020c619d37cb515c475a4ae6f4e5683e1c56d7bf7"}, - {file = "requirementslib-3.0.0.tar.gz", hash = "sha256:28f8e0b1c38b34ae06de68ef115b03bbcdcdb99f9e9393333ff06ded443e3f24"}, -] - -[package.dependencies] -distlib = ">=0.2.8" -pep517 = ">=0.5.0" -pip = ">=23.1" -platformdirs = "*" -plette = {version = "*", extras = ["validation"]} -pydantic = "*" -requests = "*" -setuptools = ">=40.8" -tomlkit = ">=0.5.3" - -[package.extras] -dev = ["nox", "parver", "towncrier", "twine"] -docs = ["sphinx", "sphinx-rtd-theme"] -tests = ["coverage", "hypothesis", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "readme-renderer[md]"] - [[package]] name = "ruff" -version = "0.1.7" +version = "0.3.0" description = "An extremely fast Python linter and code formatter, written in Rust." optional = false python-versions = ">=3.7" files = [ - {file = "ruff-0.1.7-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:7f80496854fdc65b6659c271d2c26e90d4d401e6a4a31908e7e334fab4645aac"}, - {file = "ruff-0.1.7-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:1ea109bdb23c2a4413f397ebd8ac32cb498bee234d4191ae1a310af760e5d287"}, - {file = "ruff-0.1.7-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8b0c2de9dd9daf5e07624c24add25c3a490dbf74b0e9bca4145c632457b3b42a"}, - {file = "ruff-0.1.7-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:69a4bed13bc1d5dabf3902522b5a2aadfebe28226c6269694283c3b0cecb45fd"}, - {file = "ruff-0.1.7-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:de02ca331f2143195a712983a57137c5ec0f10acc4aa81f7c1f86519e52b92a1"}, - {file = "ruff-0.1.7-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:45b38c3f8788a65e6a2cab02e0f7adfa88872696839d9882c13b7e2f35d64c5f"}, - {file = "ruff-0.1.7-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6c64cb67b2025b1ac6d58e5ffca8f7b3f7fd921f35e78198411237e4f0db8e73"}, - {file = "ruff-0.1.7-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9dcc6bb2f4df59cb5b4b40ff14be7d57012179d69c6565c1da0d1f013d29951b"}, - {file = "ruff-0.1.7-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:df2bb4bb6bbe921f6b4f5b6fdd8d8468c940731cb9406f274ae8c5ed7a78c478"}, - {file = "ruff-0.1.7-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:276a89bcb149b3d8c1b11d91aa81898fe698900ed553a08129b38d9d6570e717"}, - {file = "ruff-0.1.7-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:90c958fe950735041f1c80d21b42184f1072cc3975d05e736e8d66fc377119ea"}, - {file = "ruff-0.1.7-py3-none-musllinux_1_2_i686.whl", hash = "sha256:6b05e3b123f93bb4146a761b7a7d57af8cb7384ccb2502d29d736eaade0db519"}, - {file = "ruff-0.1.7-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:290ecab680dce94affebefe0bbca2322a6277e83d4f29234627e0f8f6b4fa9ce"}, - {file = "ruff-0.1.7-py3-none-win32.whl", hash = "sha256:416dfd0bd45d1a2baa3b1b07b1b9758e7d993c256d3e51dc6e03a5e7901c7d80"}, - {file = "ruff-0.1.7-py3-none-win_amd64.whl", hash = "sha256:4af95fd1d3b001fc41325064336db36e3d27d2004cdb6d21fd617d45a172dd96"}, - {file = "ruff-0.1.7-py3-none-win_arm64.whl", hash = "sha256:0683b7bfbb95e6df3c7c04fe9d78f631f8e8ba4868dfc932d43d690698057e2e"}, - {file = "ruff-0.1.7.tar.gz", hash = "sha256:dffd699d07abf54833e5f6cc50b85a6ff043715da8788c4a79bcd4ab4734d306"}, -] - -[[package]] -name = "setuptools" -version = "69.0.2" -description = "Easily download, build, install, upgrade, and uninstall Python packages" -optional = false + {file = "ruff-0.3.0-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:7deb528029bacf845bdbb3dbb2927d8ef9b4356a5e731b10eef171e3f0a85944"}, + {file = "ruff-0.3.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:e1e0d4381ca88fb2b73ea0766008e703f33f460295de658f5467f6f229658c19"}, + {file = "ruff-0.3.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2f7dbba46e2827dfcb0f0cc55fba8e96ba7c8700e0a866eb8cef7d1d66c25dcb"}, + {file = "ruff-0.3.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:23dbb808e2f1d68eeadd5f655485e235c102ac6f12ad31505804edced2a5ae77"}, + {file = "ruff-0.3.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3ef655c51f41d5fa879f98e40c90072b567c666a7114fa2d9fe004dffba00932"}, + {file = "ruff-0.3.0-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:d0d3d7ef3d4f06433d592e5f7d813314a34601e6c5be8481cccb7fa760aa243e"}, + {file = "ruff-0.3.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b08b356d06a792e49a12074b62222f9d4ea2a11dca9da9f68163b28c71bf1dd4"}, + {file = "ruff-0.3.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9343690f95710f8cf251bee1013bf43030072b9f8d012fbed6ad702ef70d360a"}, + {file = "ruff-0.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a1f3ed501a42f60f4dedb7805fa8d4534e78b4e196f536bac926f805f0743d49"}, + {file = "ruff-0.3.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:cc30a9053ff2f1ffb505a585797c23434d5f6c838bacfe206c0e6cf38c921a1e"}, + {file = "ruff-0.3.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:5da894a29ec018a8293d3d17c797e73b374773943e8369cfc50495573d396933"}, + {file = "ruff-0.3.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:755c22536d7f1889be25f2baf6fedd019d0c51d079e8417d4441159f3bcd30c2"}, + {file = "ruff-0.3.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:dd73fe7f4c28d317855da6a7bc4aa29a1500320818dd8f27df95f70a01b8171f"}, + {file = "ruff-0.3.0-py3-none-win32.whl", hash = "sha256:19eacceb4c9406f6c41af806418a26fdb23120dfe53583df76d1401c92b7c14b"}, + {file = "ruff-0.3.0-py3-none-win_amd64.whl", hash = "sha256:128265876c1d703e5f5e5a4543bd8be47c73a9ba223fd3989d4aa87dd06f312f"}, + {file = "ruff-0.3.0-py3-none-win_arm64.whl", hash = "sha256:e3a4a6d46aef0a84b74fcd201a4401ea9a6cd85614f6a9435f2d33dd8cefbf83"}, + {file = "ruff-0.3.0.tar.gz", hash = "sha256:0886184ba2618d815067cf43e005388967b67ab9c80df52b32ec1152ab49f53a"}, +] + +[[package]] +name = "scipy" +version = "1.9.3" +description = "Fundamental algorithms for scientific computing in Python" +optional = true python-versions = ">=3.8" files = [ - {file = "setuptools-69.0.2-py3-none-any.whl", hash = "sha256:1e8fdff6797d3865f37397be788a4e3cba233608e9b509382a2777d25ebde7f2"}, - {file = "setuptools-69.0.2.tar.gz", hash = "sha256:735896e78a4742605974de002ac60562d286fa8051a7e2299445e8e8fbb01aa6"}, + {file = "scipy-1.9.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1884b66a54887e21addf9c16fb588720a8309a57b2e258ae1c7986d4444d3bc0"}, + {file = "scipy-1.9.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:83b89e9586c62e787f5012e8475fbb12185bafb996a03257e9675cd73d3736dd"}, + {file = "scipy-1.9.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1a72d885fa44247f92743fc20732ae55564ff2a519e8302fb7e18717c5355a8b"}, + {file = "scipy-1.9.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d01e1dd7b15bd2449c8bfc6b7cc67d630700ed655654f0dfcf121600bad205c9"}, + {file = "scipy-1.9.3-cp310-cp310-win_amd64.whl", hash = "sha256:68239b6aa6f9c593da8be1509a05cb7f9efe98b80f43a5861cd24c7557e98523"}, + {file = "scipy-1.9.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b41bc822679ad1c9a5f023bc93f6d0543129ca0f37c1ce294dd9d386f0a21096"}, + {file = "scipy-1.9.3-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:90453d2b93ea82a9f434e4e1cba043e779ff67b92f7a0e85d05d286a3625df3c"}, + {file = "scipy-1.9.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:83c06e62a390a9167da60bedd4575a14c1f58ca9dfde59830fc42e5197283dab"}, + {file = "scipy-1.9.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:abaf921531b5aeaafced90157db505e10345e45038c39e5d9b6c7922d68085cb"}, + {file = "scipy-1.9.3-cp311-cp311-win_amd64.whl", hash = "sha256:06d2e1b4c491dc7d8eacea139a1b0b295f74e1a1a0f704c375028f8320d16e31"}, + {file = "scipy-1.9.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5a04cd7d0d3eff6ea4719371cbc44df31411862b9646db617c99718ff68d4840"}, + {file = "scipy-1.9.3-cp38-cp38-macosx_12_0_arm64.whl", hash = "sha256:545c83ffb518094d8c9d83cce216c0c32f8c04aaf28b92cc8283eda0685162d5"}, + {file = "scipy-1.9.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0d54222d7a3ba6022fdf5773931b5d7c56efe41ede7f7128c7b1637700409108"}, + {file = "scipy-1.9.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cff3a5295234037e39500d35316a4c5794739433528310e117b8a9a0c76d20fc"}, + {file = "scipy-1.9.3-cp38-cp38-win_amd64.whl", hash = "sha256:2318bef588acc7a574f5bfdff9c172d0b1bf2c8143d9582e05f878e580a3781e"}, + {file = "scipy-1.9.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d644a64e174c16cb4b2e41dfea6af722053e83d066da7343f333a54dae9bc31c"}, + {file = "scipy-1.9.3-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:da8245491d73ed0a994ed9c2e380fd058ce2fa8a18da204681f2fe1f57f98f95"}, + {file = "scipy-1.9.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4db5b30849606a95dcf519763dd3ab6fe9bd91df49eba517359e450a7d80ce2e"}, + {file = "scipy-1.9.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c68db6b290cbd4049012990d7fe71a2abd9ffbe82c0056ebe0f01df8be5436b0"}, + {file = "scipy-1.9.3-cp39-cp39-win_amd64.whl", hash = "sha256:5b88e6d91ad9d59478fafe92a7c757d00c59e3bdc3331be8ada76a4f8d683f58"}, + {file = "scipy-1.9.3.tar.gz", hash = "sha256:fbc5c05c85c1a02be77b1ff591087c83bc44579c6d2bd9fb798bb64ea5e1a027"}, ] +[package.dependencies] +numpy = ">=1.18.5,<1.26.0" + [package.extras] -docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"] -testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"] -testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"] +dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"] +doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"] +test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"] [[package]] name = "sympy" @@ -1149,61 +592,23 @@ files = [ {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"}, ] -[[package]] -name = "tomlkit" -version = "0.12.3" -description = "Style preserving TOML library" -optional = false -python-versions = ">=3.7" -files = [ - {file = "tomlkit-0.12.3-py3-none-any.whl", hash = "sha256:b0a645a9156dc7cb5d3a1f0d4bab66db287fcb8e0430bdd4664a095ea16414ba"}, - {file = "tomlkit-0.12.3.tar.gz", hash = "sha256:75baf5012d06501f07bee5bf8e801b9f343e7aac5a92581f20f80ce632e6b5a4"}, -] - -[[package]] -name = "torch" -version = "1.13.1+cpu" -description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration" -optional = false -python-versions = ">=3.7.0" -files = [ - {file = "torch-1.13.1+cpu-cp310-cp310-linux_x86_64.whl", hash = "sha256:11692523b87c45b79ddfb5148b12a713d85235d399915490d94e079521f7e014"}, - {file = "torch-1.13.1+cpu-cp310-cp310-win_amd64.whl", hash = "sha256:207ab3700cd9c4349f4fd1892597eb3d385eb78221c0f2974ec54b8ea903aa00"}, - {file = "torch-1.13.1+cpu-cp311-cp311-linux_x86_64.whl", hash = "sha256:dc185f2fdbb1f84855929d3ba7b36c74f218789d26a0e0268cb0586d466c8c24"}, - {file = "torch-1.13.1+cpu-cp37-cp37m-linux_x86_64.whl", hash = "sha256:2dd7e5f584c7ea5d8f038fd1fa40465785f797df0c7d06c432f5e72d9817115a"}, - {file = "torch-1.13.1+cpu-cp37-cp37m-win_amd64.whl", hash = "sha256:02e387834a3489396f1871f83f7a795610d09ef3da01aa431493b08eac5c6666"}, - {file = "torch-1.13.1+cpu-cp38-cp38-linux_x86_64.whl", hash = "sha256:4a8b84834eb12b3428c24e9f264c9bd6a2cf449fffc191374e7dbb2b950fc6d7"}, - {file = "torch-1.13.1+cpu-cp38-cp38-win_amd64.whl", hash = "sha256:43394e66487543c112044194e9bdecc6f48c869d692a9d0c755b95d642b29535"}, - {file = "torch-1.13.1+cpu-cp39-cp39-linux_x86_64.whl", hash = "sha256:71636a5c21927236f4974d2355fb3f66a0b707c28219b0135ff65ed0f0e61287"}, - {file = "torch-1.13.1+cpu-cp39-cp39-win_amd64.whl", hash = "sha256:988ee77c0975b4c3f570dfc62277b1e300bbbe7cc000ce2720e2e8c730fb9ce5"}, -] - -[package.dependencies] -typing-extensions = "*" - -[package.extras] -opt-einsum = ["opt-einsum (>=3.3)"] - -[package.source] -type = "legacy" -url = "https://download.pytorch.org/whl/cpu" -reference = "torch" - [[package]] name = "torch" -version = "2.1.1+cpu" +version = "2.2.1+cpu" description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration" optional = false python-versions = ">=3.8.0" files = [ - {file = "torch-2.1.1+cpu-cp310-cp310-linux_x86_64.whl", hash = "sha256:16e6cdb1991ff1f15f469b12fffb5b20f00b1ecff8c1073c23c7760fba90fcbc"}, - {file = "torch-2.1.1+cpu-cp310-cp310-win_amd64.whl", hash = "sha256:8e4e47aa4a004d2f5edd516b296da6fba07981ae9d1fc0da862abf651dc07d96"}, - {file = "torch-2.1.1+cpu-cp311-cp311-linux_x86_64.whl", hash = "sha256:d83b13cb17544f9851cc31fed197865eae0c0f5d32df9d8d6d8535df7d2e5109"}, - {file = "torch-2.1.1+cpu-cp311-cp311-win_amd64.whl", hash = "sha256:23be0cb945970443c97d4f9ea61ed03b27f924d835de689dd4134f30966c13f7"}, - {file = "torch-2.1.1+cpu-cp38-cp38-linux_x86_64.whl", hash = "sha256:9399a8dfe4833bb544e7a0c332c47db1e389a06b4ae5ac9b3b167d863adc95d9"}, - {file = "torch-2.1.1+cpu-cp38-cp38-win_amd64.whl", hash = "sha256:d8e19bb465e1fa15f3231ff57bbf0a673e5dcaca39eee4f58a4be7832b80c9da"}, - {file = "torch-2.1.1+cpu-cp39-cp39-linux_x86_64.whl", hash = "sha256:b2cc98815251f8a2d102c2f8f4afe8304c2df61ce9c237198032c7903d97fdbb"}, - {file = "torch-2.1.1+cpu-cp39-cp39-win_amd64.whl", hash = "sha256:b09d431c8e53511b6c3624f1d79cce9cd28f4c27ca20c5a49e4dcc1f9e7377e5"}, + {file = "torch-2.2.1+cpu-cp310-cp310-linux_x86_64.whl", hash = "sha256:5d82422cf04797f1b2a8574b64a916070ec83eef58ad4900615ee0218d7b8b8e"}, + {file = "torch-2.2.1+cpu-cp310-cp310-win_amd64.whl", hash = "sha256:f8914dd0f5f0e5c66fdecd9559403eea9feac82d1ea639b672fde0073c6addbd"}, + {file = "torch-2.2.1+cpu-cp311-cp311-linux_x86_64.whl", hash = "sha256:6bc973d5632374b92b4b293817b4d2ff8c8ce1c784c748b471dba1fffcd9c333"}, + {file = "torch-2.2.1+cpu-cp311-cp311-win_amd64.whl", hash = "sha256:abdec34b0ade8fca0520055e72c3094425ae0ef210718e9c0278121cd3608c32"}, + {file = "torch-2.2.1+cpu-cp312-cp312-linux_x86_64.whl", hash = "sha256:d7339580135da4105c1244a8621faa076990409afeab5a7b642c3c1ee70a5622"}, + {file = "torch-2.2.1+cpu-cp312-cp312-win_amd64.whl", hash = "sha256:039128fcb5548122465b15f679b8831c47d14f0d6c28c1f1b631f8019c104720"}, + {file = "torch-2.2.1+cpu-cp38-cp38-linux_x86_64.whl", hash = "sha256:2b447f7bb50b393b4544b4036d587e39ab524d4353e77c197f6a2727f22b0d47"}, + {file = "torch-2.2.1+cpu-cp38-cp38-win_amd64.whl", hash = "sha256:2ccdf3e5f71e6426ea9e34d21c3cc333b29d4f48299b981d28aeb5112b5495e1"}, + {file = "torch-2.2.1+cpu-cp39-cp39-linux_x86_64.whl", hash = "sha256:2fb340b289760040a16a77a6d70b8a48961abba1822e6f58705c97c80befa03e"}, + {file = "torch-2.2.1+cpu-cp39-cp39-win_amd64.whl", hash = "sha256:e03dc4654ecceeb5b03f0a6f60b342c0e0d267b3ebc61e4f672cace1df8cd930"}, ] [package.dependencies] @@ -1212,127 +617,32 @@ fsspec = "*" jinja2 = "*" networkx = "*" sympy = "*" -typing-extensions = "*" +typing-extensions = ">=4.8.0" [package.extras] -dynamo = ["jinja2"] opt-einsum = ["opt-einsum (>=3.3)"] +optree = ["optree (>=0.9.1)"] [package.source] type = "legacy" url = "https://download.pytorch.org/whl/cpu" reference = "torch" -[[package]] -name = "typed-ast" -version = "1.5.5" -description = "a fork of Python 2 and 3 ast modules with type comment support" -optional = false -python-versions = ">=3.6" -files = [ - {file = "typed_ast-1.5.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4bc1efe0ce3ffb74784e06460f01a223ac1f6ab31c6bc0376a21184bf5aabe3b"}, - {file = "typed_ast-1.5.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5f7a8c46a8b333f71abd61d7ab9255440d4a588f34a21f126bbfc95f6049e686"}, - {file = "typed_ast-1.5.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:597fc66b4162f959ee6a96b978c0435bd63791e31e4f410622d19f1686d5e769"}, - {file = "typed_ast-1.5.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d41b7a686ce653e06c2609075d397ebd5b969d821b9797d029fccd71fdec8e04"}, - {file = "typed_ast-1.5.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:5fe83a9a44c4ce67c796a1b466c270c1272e176603d5e06f6afbc101a572859d"}, - {file = "typed_ast-1.5.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:d5c0c112a74c0e5db2c75882a0adf3133adedcdbfd8cf7c9d6ed77365ab90a1d"}, - {file = "typed_ast-1.5.5-cp310-cp310-win_amd64.whl", hash = "sha256:e1a976ed4cc2d71bb073e1b2a250892a6e968ff02aa14c1f40eba4f365ffec02"}, - {file = "typed_ast-1.5.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c631da9710271cb67b08bd3f3813b7af7f4c69c319b75475436fcab8c3d21bee"}, - {file = "typed_ast-1.5.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b445c2abfecab89a932b20bd8261488d574591173d07827c1eda32c457358b18"}, - {file = "typed_ast-1.5.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cc95ffaaab2be3b25eb938779e43f513e0e538a84dd14a5d844b8f2932593d88"}, - {file = "typed_ast-1.5.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:61443214d9b4c660dcf4b5307f15c12cb30bdfe9588ce6158f4a005baeb167b2"}, - {file = "typed_ast-1.5.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:6eb936d107e4d474940469e8ec5b380c9b329b5f08b78282d46baeebd3692dc9"}, - {file = "typed_ast-1.5.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:e48bf27022897577d8479eaed64701ecaf0467182448bd95759883300ca818c8"}, - {file = "typed_ast-1.5.5-cp311-cp311-win_amd64.whl", hash = "sha256:83509f9324011c9a39faaef0922c6f720f9623afe3fe220b6d0b15638247206b"}, - {file = "typed_ast-1.5.5-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:44f214394fc1af23ca6d4e9e744804d890045d1643dd7e8229951e0ef39429b5"}, - {file = "typed_ast-1.5.5-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:118c1ce46ce58fda78503eae14b7664163aa735b620b64b5b725453696f2a35c"}, - {file = "typed_ast-1.5.5-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:be4919b808efa61101456e87f2d4c75b228f4e52618621c77f1ddcaae15904fa"}, - {file = "typed_ast-1.5.5-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:fc2b8c4e1bc5cd96c1a823a885e6b158f8451cf6f5530e1829390b4d27d0807f"}, - {file = "typed_ast-1.5.5-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:16f7313e0a08c7de57f2998c85e2a69a642e97cb32f87eb65fbfe88381a5e44d"}, - {file = "typed_ast-1.5.5-cp36-cp36m-win_amd64.whl", hash = "sha256:2b946ef8c04f77230489f75b4b5a4a6f24c078be4aed241cfabe9cbf4156e7e5"}, - {file = "typed_ast-1.5.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:2188bc33d85951ea4ddad55d2b35598b2709d122c11c75cffd529fbc9965508e"}, - {file = "typed_ast-1.5.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0635900d16ae133cab3b26c607586131269f88266954eb04ec31535c9a12ef1e"}, - {file = "typed_ast-1.5.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:57bfc3cf35a0f2fdf0a88a3044aafaec1d2f24d8ae8cd87c4f58d615fb5b6311"}, - {file = "typed_ast-1.5.5-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:fe58ef6a764de7b4b36edfc8592641f56e69b7163bba9f9c8089838ee596bfb2"}, - {file = "typed_ast-1.5.5-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:d09d930c2d1d621f717bb217bf1fe2584616febb5138d9b3e8cdd26506c3f6d4"}, - {file = "typed_ast-1.5.5-cp37-cp37m-win_amd64.whl", hash = "sha256:d40c10326893ecab8a80a53039164a224984339b2c32a6baf55ecbd5b1df6431"}, - {file = "typed_ast-1.5.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:fd946abf3c31fb50eee07451a6aedbfff912fcd13cf357363f5b4e834cc5e71a"}, - {file = "typed_ast-1.5.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:ed4a1a42df8a3dfb6b40c3d2de109e935949f2f66b19703eafade03173f8f437"}, - {file = "typed_ast-1.5.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:045f9930a1550d9352464e5149710d56a2aed23a2ffe78946478f7b5416f1ede"}, - {file = "typed_ast-1.5.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:381eed9c95484ceef5ced626355fdc0765ab51d8553fec08661dce654a935db4"}, - {file = "typed_ast-1.5.5-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:bfd39a41c0ef6f31684daff53befddae608f9daf6957140228a08e51f312d7e6"}, - {file = "typed_ast-1.5.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:8c524eb3024edcc04e288db9541fe1f438f82d281e591c548903d5b77ad1ddd4"}, - {file = "typed_ast-1.5.5-cp38-cp38-win_amd64.whl", hash = "sha256:7f58fabdde8dcbe764cef5e1a7fcb440f2463c1bbbec1cf2a86ca7bc1f95184b"}, - {file = "typed_ast-1.5.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:042eb665ff6bf020dd2243307d11ed626306b82812aba21836096d229fdc6a10"}, - {file = "typed_ast-1.5.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:622e4a006472b05cf6ef7f9f2636edc51bda670b7bbffa18d26b255269d3d814"}, - {file = "typed_ast-1.5.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1efebbbf4604ad1283e963e8915daa240cb4bf5067053cf2f0baadc4d4fb51b8"}, - {file = "typed_ast-1.5.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f0aefdd66f1784c58f65b502b6cf8b121544680456d1cebbd300c2c813899274"}, - {file = "typed_ast-1.5.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:48074261a842acf825af1968cd912f6f21357316080ebaca5f19abbb11690c8a"}, - {file = "typed_ast-1.5.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:429ae404f69dc94b9361bb62291885894b7c6fb4640d561179548c849f8492ba"}, - {file = "typed_ast-1.5.5-cp39-cp39-win_amd64.whl", hash = "sha256:335f22ccb244da2b5c296e6f96b06ee9bed46526db0de38d2f0e5a6597b81155"}, - {file = "typed_ast-1.5.5.tar.gz", hash = "sha256:94282f7a354f36ef5dbce0ef3467ebf6a258e370ab33d5b40c249fa996e590dd"}, -] - [[package]] name = "typing-extensions" -version = "4.7.1" -description = "Backported and Experimental Type Hints for Python 3.7+" -optional = false -python-versions = ">=3.7" -files = [ - {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"}, - {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"}, -] - -[[package]] -name = "urllib3" -version = "2.1.0" -description = "HTTP library with thread-safe connection pooling, file post, and more." +version = "4.10.0" +description = "Backported and Experimental Type Hints for Python 3.8+" optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.1.0-py3-none-any.whl", hash = "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3"}, - {file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"}, -] - -[package.extras] -brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] -socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] -zstd = ["zstandard (>=0.18.0)"] - -[[package]] -name = "yarg" -version = "0.1.9" -description = "A semi hard Cornish cheese, also queries PyPI (PyPI client)" -optional = false -python-versions = "*" -files = [ - {file = "yarg-0.1.9-py2.py3-none-any.whl", hash = "sha256:4f9cebdc00fac946c9bf2783d634e538a71c7d280a4d806d45fd4dc0ef441492"}, - {file = "yarg-0.1.9.tar.gz", hash = "sha256:55695bf4d1e3e7f756496c36a69ba32c40d18f821e38f61d028f6049e5e15911"}, -] - -[package.dependencies] -requests = "*" - -[[package]] -name = "zipp" -version = "3.15.0" -description = "Backport of pathlib-compatible object wrapper for zip files" -optional = false -python-versions = ">=3.7" -files = [ - {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"}, - {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"}, + {file = "typing_extensions-4.10.0-py3-none-any.whl", hash = "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475"}, + {file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"}, ] -[package.extras] -docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] - [extras] bitsandbytes = ["bitsandbytes"] [metadata] lock-version = "2.0" -python-versions = ">=3.7.2,<4.0.0" -content-hash = "a9f9c62754e3e334b3a5914a350de3198088986bfcb40ddd6509c9fab753c8d2" +python-versions = ">=3.8,<4.0.0" +content-hash = "d7d8dc0d66f37e2f167551d9be0775c778f251db9faeef427a5d66c2a2396d38" diff --git a/pyproject.toml b/pyproject.toml index 0426b4c24..f73d944a0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -42,26 +42,14 @@ classifiers = [ ] [tool.poetry.dependencies] -python = ">=3.7.2,<4.0.0" -numpy = [ - { version = "=1.21.1", python = ">=3.7,<3.8" }, - { version = "*", python = ">=3.8" }, -] -torch = [ - { version = ">=1.10", python = ">=3.8", source = "torch" }, - { version = "^1.10", python = ">=3.7,<3.8", source = "torch" }, -] +python = ">=3.8,<4.0.0" +numpy = { version = "*", python = ">=3.8" } +torch = { version = ">=1.10", python = ">=3.8", source = "torch" } bitsandbytes = { version = "^0.42", optional = true } [tool.poetry.dev-dependencies] -isort = [ - { version = "==5.11.5", python = ">=3.7,<3.8" }, - { version = "^5", python = ">=3.8" } -] -black = [ - { version = "==23.3.0", python = ">=3.7,<3.8" }, - { version = "^24", python = ">=3.8"} -] +isort = { version = "^5", python = ">=3.8" } +black = { version = "^24", python = ">=3.8"} ruff = "^0.3" pytest = "^8" pytest-cov = "^4" diff --git a/requirements-dev.txt b/requirements-dev.txt index b01847f68..c6157e8fc 100644 --- a/requirements-dev.txt +++ b/requirements-dev.txt @@ -1,57 +1,28 @@ --extra-index-url https://download.pytorch.org/whl/cpu -annotated-types==0.6.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -black==23.11.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -black==23.3.0 ; python_full_version >= "3.7.2" and python_version < "3.8" -cerberus==1.3.5 ; python_version >= "3.8" and python_full_version < "4.0.0" -certifi==2023.11.17 ; python_version >= "3.8" and python_full_version < "4.0.0" -charset-normalizer==3.3.2 ; python_version >= "3.8" and python_full_version < "4.0.0" -click==8.1.7 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" -colorama==0.4.6 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" and (sys_platform == "win32" or platform_system == "Windows") -coverage[toml]==7.2.7 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" -distlib==0.3.7 ; python_version >= "3.8" and python_full_version < "4.0.0" -docopt==0.6.2 ; python_version >= "3.8" and python_full_version < "4.0.0" -exceptiongroup==1.2.0 ; python_full_version >= "3.7.2" and python_version < "3.11" +black==24.2.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +click==8.1.7 ; python_version >= "3.8" and python_full_version < "4.0.0" +colorama==0.4.6 ; python_version >= "3.8" and python_full_version < "4.0.0" and (sys_platform == "win32" or platform_system == "Windows") +coverage[toml]==7.4.3 ; python_version >= "3.8" and python_full_version < "4.0.0" +exceptiongroup==1.2.0 ; python_version >= "3.8" and python_version < "3.11" filelock==3.13.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -fsspec==2023.12.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -idna==3.6 ; python_version >= "3.8" and python_full_version < "4.0.0" -importlib-metadata==6.7.0 ; python_full_version >= "3.7.2" and python_version < "3.8" -iniconfig==2.0.0 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" -isort==5.11.5 ; python_full_version >= "3.7.2" and python_version < "3.8" -isort==5.13.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -jinja2==3.1.2 ; python_version >= "3.8" and python_full_version < "4.0.0" -markupsafe==2.1.3 ; python_version >= "3.8" and python_full_version < "4.0.0" +fsspec==2024.2.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +iniconfig==2.0.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +isort==5.13.2 ; python_version >= "3.8" and python_full_version < "4.0.0" +jinja2==3.1.3 ; python_version >= "3.8" and python_full_version < "4.0.0" +markupsafe==2.1.5 ; python_version >= "3.8" and python_full_version < "4.0.0" mpmath==1.3.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -mypy-extensions==1.0.0 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" +mypy-extensions==1.0.0 ; python_version >= "3.8" and python_full_version < "4.0.0" networkx==3.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -numpy==1.21.1 ; python_full_version >= "3.7.2" and python_version < "3.8" numpy==1.24.4 ; python_version >= "3.8" and python_full_version < "4.0.0" -packaging==23.2 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" -pathspec==0.11.2 ; python_full_version >= "3.7.2" and python_version < "3.8" -pathspec==0.12.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -pep517==0.13.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -pip-api==0.0.30 ; python_version >= "3.8" and python_full_version < "4.0.0" -pip==23.3.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -pipreqs==0.4.13 ; python_version >= "3.8" and python_full_version < "4.0.0" -platformdirs==4.0.0 ; python_full_version >= "3.7.2" and python_version < "3.8" -platformdirs==4.1.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -plette[validation]==0.4.4 ; python_version >= "3.8" and python_full_version < "4.0.0" -pluggy==1.2.0 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" -pydantic-core==2.14.5 ; python_version >= "3.8" and python_full_version < "4.0.0" -pydantic==2.5.2 ; python_version >= "3.8" and python_full_version < "4.0.0" -pytest-cov==4.1.0 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" -pytest==7.4.3 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" -requests==2.31.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -requirementslib==3.0.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -ruff==0.1.7 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" -setuptools==69.0.2 ; python_version >= "3.8" and python_full_version < "4.0.0" +packaging==23.2 ; python_version >= "3.8" and python_full_version < "4.0.0" +pathspec==0.12.1 ; python_version >= "3.8" and python_full_version < "4.0.0" +platformdirs==4.2.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +pluggy==1.4.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +pytest-cov==4.1.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +pytest==8.0.2 ; python_version >= "3.8" and python_full_version < "4.0.0" +ruff==0.3.0 ; python_version >= "3.8" and python_full_version < "4.0.0" sympy==1.12 ; python_version >= "3.8" and python_full_version < "4.0.0" -tomli==2.0.1 ; python_full_version >= "3.7.2" and python_full_version <= "3.11.0a6" -tomlkit==0.12.3 ; python_version >= "3.8" and python_full_version < "4.0.0" -torch==1.13.1+cpu ; python_full_version >= "3.7.2" and python_version < "3.8" -torch==2.1.1+cpu ; python_version >= "3.8" and python_full_version < "4.0.0" -typed-ast==1.5.5 ; python_version < "3.8" and implementation_name == "cpython" and python_full_version >= "3.7.2" -typing-extensions==4.7.1 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" -urllib3==2.1.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -yarg==0.1.9 ; python_version >= "3.8" and python_full_version < "4.0.0" -zipp==3.15.0 ; python_full_version >= "3.7.2" and python_version < "3.8" +tomli==2.0.1 ; python_version >= "3.8" and python_full_version <= "3.11.0a6" +torch==2.2.1+cpu ; python_version >= "3.8" and python_full_version < "4.0.0" +typing-extensions==4.10.0 ; python_version >= "3.8" and python_full_version < "4.0.0" diff --git a/requirements.txt b/requirements.txt index 0618e46ee..b6e6a1df3 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,14 +1,12 @@ --extra-index-url https://download.pytorch.org/whl/cpu filelock==3.13.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -fsspec==2023.12.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -jinja2==3.1.2 ; python_version >= "3.8" and python_full_version < "4.0.0" -markupsafe==2.1.3 ; python_version >= "3.8" and python_full_version < "4.0.0" +fsspec==2024.2.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +jinja2==3.1.3 ; python_version >= "3.8" and python_full_version < "4.0.0" +markupsafe==2.1.5 ; python_version >= "3.8" and python_full_version < "4.0.0" mpmath==1.3.0 ; python_version >= "3.8" and python_full_version < "4.0.0" networkx==3.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -numpy==1.21.1 ; python_full_version >= "3.7.2" and python_version < "3.8" numpy==1.24.4 ; python_version >= "3.8" and python_full_version < "4.0.0" sympy==1.12 ; python_version >= "3.8" and python_full_version < "4.0.0" -torch==1.13.1+cpu ; python_full_version >= "3.7.2" and python_version < "3.8" -torch==2.1.1+cpu ; python_version >= "3.8" and python_full_version < "4.0.0" -typing-extensions==4.7.1 ; python_full_version >= "3.7.2" and python_full_version < "4.0.0" +torch==2.2.1+cpu ; python_version >= "3.8" and python_full_version < "4.0.0" +typing-extensions==4.10.0 ; python_version >= "3.8" and python_full_version < "4.0.0" From 1b80208668deea8c01713c7a1f25b9e96e77f019 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:24:30 +0900 Subject: [PATCH 06/18] style: ignore Q003 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index f73d944a0..8260dbe4e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -69,7 +69,7 @@ lint.select = [ ] lint.ignore = [ "B905", "D100", "D102", "D104", "D105", "D107", "D203", "D213", "PIE790", "PLR0912", "PLR0913", "PLR0915", - "PLR2004", "RUF013", + "PLR2004", "RUF013", "Q003", ] lint.fixable = ["ALL"] lint.unfixable = ["F401"] From 3ecacd61c3059a4ac20b86c239bdb5f8a03aa720 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:25:00 +0900 Subject: [PATCH 07/18] style: fix Q000 --- pytorch_optimizer/optimizer/sam.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pytorch_optimizer/optimizer/sam.py b/pytorch_optimizer/optimizer/sam.py index f27145159..4e919952e 100644 --- a/pytorch_optimizer/optimizer/sam.py +++ b/pytorch_optimizer/optimizer/sam.py @@ -467,7 +467,7 @@ def second_step(self, zero_grad: bool = False): clip_grad_norm_(self.model.parameters(), self.max_norm) for group in self.param_groups: - for p in group["params"]: + for p in group['params']: if p.grad is None: continue From 2184e7ade02c0f48e806b0ef93bac6339846c5f6 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:26:01 +0900 Subject: [PATCH 08/18] chore: ignore ERA001 --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 8260dbe4e..57eadffc3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -68,7 +68,7 @@ lint.select = [ "TID", "ARG", "ERA", "RUF", "YTT", "PL", "Q" ] lint.ignore = [ - "B905", "D100", "D102", "D104", "D105", "D107", "D203", "D213", "PIE790", "PLR0912", "PLR0913", "PLR0915", + "B905", "D100", "D102", "D104", "D105", "D107", "D203", "D213", "D413", "PIE790", "PLR0912", "PLR0913", "PLR0915", "PLR2004", "RUF013", "Q003", ] lint.fixable = ["ALL"] @@ -104,7 +104,7 @@ quote-style = "single" "./tests/constants.py" = ["D"] "./tests/utils.py" = ["D"] "./tests/test_base.py" = ["D", "S101"] -"./tests/test_utils.py" = ["D", "S101"] +"./tests/test_utils.py" = ["D", "S101", "ERA001"] "./tests/test_gradients.py" = ["D", "S101"] "./tests/test_optimizers.py" = ["D", "S101"] "./tests/test_optimizer_parameters.py" = ["D", "S101"] From 6079e45ee742206d93f19252a16943d761b9aaec Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:27:46 +0900 Subject: [PATCH 09/18] docs: Aida optimizer --- docs/optimizer.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/docs/optimizer.md b/docs/optimizer.md index 00da8ceb4..776ea8b70 100644 --- a/docs/optimizer.md +++ b/docs/optimizer.md @@ -72,6 +72,10 @@ :docstring: :members: +::: pytorch_optimizer.Aida + :docstring: + :members: + ::: pytorch_optimizer.AliG :docstring: :members: From b62ea0fd5ab4fde1be97f130a7f5a42772cd7d70 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:27:52 +0900 Subject: [PATCH 10/18] update: Aida optimizer --- pytorch_optimizer/__init__.py | 2 ++ tests/test_load_modules.py | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/pytorch_optimizer/__init__.py b/pytorch_optimizer/__init__.py index 6ad519088..c2b2d3baf 100644 --- a/pytorch_optimizer/__init__.py +++ b/pytorch_optimizer/__init__.py @@ -44,6 +44,7 @@ from pytorch_optimizer.optimizer.adasmooth import AdaSmooth from pytorch_optimizer.optimizer.agc import agc from pytorch_optimizer.optimizer.aggmo import AggMo +from pytorch_optimizer.optimizer.aida import Aida from pytorch_optimizer.optimizer.alig import AliG from pytorch_optimizer.optimizer.amos import Amos from pytorch_optimizer.optimizer.apollo import Apollo @@ -179,6 +180,7 @@ Tiger, CAME, DAdaptLion, + Aida, ] OPTIMIZERS: Dict[str, OPTIMIZER] = {str(optimizer.__name__).lower(): optimizer for optimizer in OPTIMIZER_LIST} diff --git a/tests/test_load_modules.py b/tests/test_load_modules.py index 1b76b7e28..a3b97e3f9 100644 --- a/tests/test_load_modules.py +++ b/tests/test_load_modules.py @@ -38,7 +38,7 @@ def test_load_lr_scheduler_invalid(invalid_lr_scheduler_names): def test_get_supported_optimizers(): - assert len(get_supported_optimizers()) == 60 + assert len(get_supported_optimizers()) == 61 def test_get_supported_lr_schedulers(): From e4b14bea4dbc536eeb732b7da88585bea439f763 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:31:40 +0900 Subject: [PATCH 11/18] build(ci): update version --- .github/workflows/ci.yml | 6 +++--- .github/workflows/publish.yml | 6 +++--- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 1019350ff..855f145f1 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -18,9 +18,9 @@ jobs: python-version: ['3.11'] steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: ${{ matrix.python-version }} cache: 'pip' @@ -33,7 +33,7 @@ jobs: PYTHONDONTWRITEBYTECODE: 1 run: make test - name: Check codecov - uses: codecov/codecov-action@v3 + uses: codecov/codecov-action@v4 with: token: ${{ secrets.CODECOV_TOKEN }} directory: ./ diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml index 30ffe5541..c8db8e2bf 100644 --- a/.github/workflows/publish.yml +++ b/.github/workflows/publish.yml @@ -11,7 +11,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Checkout code - uses: actions/checkout@v3 + uses: actions/checkout@v4 - name: Get the version id: get_version run: echo ::set-output name=VERSION::${GITHUB_REF/refs\/tags\//} @@ -31,9 +31,9 @@ jobs: needs: release runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Setup Python 3.11 - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: 3.11 cache: 'pip' From fafdbe21b1aef6df7d3ee3d0f1aee98ab004ae68 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:32:56 +0900 Subject: [PATCH 12/18] update: Aida recipe --- tests/constants.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/tests/constants.py b/tests/constants.py index 4d53fbe09..5366dd23c 100644 --- a/tests/constants.py +++ b/tests/constants.py @@ -33,6 +33,7 @@ AdaShift, AdaSmooth, AggMo, + Aida, AliG, Amos, Apollo, @@ -117,6 +118,7 @@ 'prodigy', 'padam', 'came', + 'aida', ] VALID_LR_SCHEDULER_NAMES: List[str] = [ @@ -398,6 +400,7 @@ (Tiger, {'lr': 1e0, 'weight_decay': 1e-3}, 5), (CAME, {'lr': 7.5e-1, 'weight_decay': 1e-3}, 75), (CAME, {'lr': 7.5e-1, 'weight_decay': 1e-3, 'ams_bound': True}, 75), + (Aida, {'lr': 1e0, 'weight_decay': 1e-3, 'ams_bound': True}, 5), ] ADANORM_SUPPORTED_OPTIMIZERS: List[Tuple[Any, Dict[str, Union[float, bool, int]], int]] = [ (AdaBelief, {'lr': 5e-1, 'weight_decay': 1e-3, 'adanorm': True}, 10), @@ -413,6 +416,7 @@ (Yogi, {'lr': 5e-1, 'weight_decay': 1e-3, 'adanorm': True}, 5), (AdaMax, {'lr': 5e-1, 'weight_decay': 1e-3, 'adanorm': True}, 5), (SWATS, {'lr': 5e-1, 'weight_decay': 1e-3, 'adanorm': True}, 5), + (Aida, {'lr': 1e0, 'weight_decay': 1e-3, 'adanorm': True}, 5), ] ADAMD_SUPPORTED_OPTIMIZERS: List[Tuple[Any, Dict[str, Union[float, bool, int]], int]] = [ (AdaBelief, {'lr': 1e1, 'weight_decay': 1e-3, 'adam_debias': True}, 5), @@ -432,4 +436,5 @@ (AdaMax, {'lr': 1e0, 'weight_decay': 1e-3, 'adam_debias': True}, 5), (AvaGrad, {'lr': 1e1, 'weight_decay': 1e-3, 'adam_debias': True}, 5), (AdaHessian, {'lr': 5e0, 'weight_decay': 1e-3, 'adam_debias': True}, 5), + (Aida, {'lr': 1e0, 'weight_decay': 1e-3, 'adam_debias': True}, 5), ] From 13412b07e0f216910eb864368f8c0cef01b4dc17 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:36:13 +0900 Subject: [PATCH 13/18] docs: v3.0.0 changelog --- docs/changelogs/v3.0.0.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/docs/changelogs/v3.0.0.md b/docs/changelogs/v3.0.0.md index 59c0daad8..32bfa1e6f 100644 --- a/docs/changelogs/v3.0.0.md +++ b/docs/changelogs/v3.0.0.md @@ -2,9 +2,14 @@ ### Feature -* Implement `Aida` optimizer. (#212) +* Implement `Aida` optimizer. (#222) * [A DNN Optimizer that Improves over AdaBelief by Suppression of the Adaptive Stepsize Range](https://arxiv.org/abs/2203.13273) +## Dependency + +* Drop `Python 3.7` support officially. (#222) + * Please check the [README](https://github.com/kozistr/pytorch_optimizer?tab=readme-ov-file#getting-started). + ### Diff [2.12.0...3.0.0](https://github.com/kozistr/pytorch_optimizer/compare/v2.12.0...v3.0.0) From 9cb541f7063a1697ec86147a5fca1591596a4414 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:38:11 +0900 Subject: [PATCH 14/18] docs: v3.0.0 changelog --- docs/changelogs/v3.0.0.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/changelogs/v3.0.0.md b/docs/changelogs/v3.0.0.md index 32bfa1e6f..0cd67716c 100644 --- a/docs/changelogs/v3.0.0.md +++ b/docs/changelogs/v3.0.0.md @@ -2,12 +2,12 @@ ### Feature -* Implement `Aida` optimizer. (#222) +* Implement `Aida` optimizer. (#220, #221) * [A DNN Optimizer that Improves over AdaBelief by Suppression of the Adaptive Stepsize Range](https://arxiv.org/abs/2203.13273) ## Dependency -* Drop `Python 3.7` support officially. (#222) +* Drop `Python 3.7` support officially. (#221) * Please check the [README](https://github.com/kozistr/pytorch_optimizer?tab=readme-ov-file#getting-started). ### Diff From 4fc6a4af9340e63592ea2a4f02b5ce704466d364 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:41:52 +0900 Subject: [PATCH 15/18] update: Aida recipe --- tests/constants.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/constants.py b/tests/constants.py index 5366dd23c..a5a56d5cb 100644 --- a/tests/constants.py +++ b/tests/constants.py @@ -436,5 +436,5 @@ (AdaMax, {'lr': 1e0, 'weight_decay': 1e-3, 'adam_debias': True}, 5), (AvaGrad, {'lr': 1e1, 'weight_decay': 1e-3, 'adam_debias': True}, 5), (AdaHessian, {'lr': 5e0, 'weight_decay': 1e-3, 'adam_debias': True}, 5), - (Aida, {'lr': 1e0, 'weight_decay': 1e-3, 'adam_debias': True}, 5), + (Aida, {'lr': 1e1, 'weight_decay': 1e-3, 'rectify': True, 'adam_debias': True}, 5), ] From 052f8e3a74c1b51ca6cee37d6c7f92f0e6e67d52 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:45:33 +0900 Subject: [PATCH 16/18] update: Aida recipe --- tests/constants.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/constants.py b/tests/constants.py index a5a56d5cb..926dfb9b0 100644 --- a/tests/constants.py +++ b/tests/constants.py @@ -436,5 +436,5 @@ (AdaMax, {'lr': 1e0, 'weight_decay': 1e-3, 'adam_debias': True}, 5), (AvaGrad, {'lr': 1e1, 'weight_decay': 1e-3, 'adam_debias': True}, 5), (AdaHessian, {'lr': 5e0, 'weight_decay': 1e-3, 'adam_debias': True}, 5), - (Aida, {'lr': 1e1, 'weight_decay': 1e-3, 'rectify': True, 'adam_debias': True}, 5), + (Aida, {'lr': 1e1, 'weight_decay': 1e-3, 'rectify': True, 'adam_debias': True}, 10), ] From bf24a9933f8e2b346997fb0de86812be42c71afc Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:53:26 +0900 Subject: [PATCH 17/18] docs: v3.0.0 changelog --- docs/changelogs/v3.0.0.md | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/docs/changelogs/v3.0.0.md b/docs/changelogs/v3.0.0.md index 0cd67716c..4c5605680 100644 --- a/docs/changelogs/v3.0.0.md +++ b/docs/changelogs/v3.0.0.md @@ -4,12 +4,23 @@ * Implement `Aida` optimizer. (#220, #221) * [A DNN Optimizer that Improves over AdaBelief by Suppression of the Adaptive Stepsize Range](https://arxiv.org/abs/2203.13273) +* Implement `WSAM` optimizer. (#213, #216) + * [Sharpness-Aware Minimization Revisited: Weighted Sharpness as a Regularization Term](https://arxiv.org/abs/2305.15817) ## Dependency * Drop `Python 3.7` support officially. (#221) * Please check the [README](https://github.com/kozistr/pytorch_optimizer?tab=readme-ov-file#getting-started). +## Docs + +* Add missing parameters in `Ranger21 optimizer` document. (#214, #215) +* Fix `WSAM` optimizer paper link. (#219) + +### Contributions + +thanks to @sdbds + ### Diff [2.12.0...3.0.0](https://github.com/kozistr/pytorch_optimizer/compare/v2.12.0...v3.0.0) From f921dfb77fc59e402618d566fdedad728876cb1d Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 2 Mar 2024 17:56:36 +0900 Subject: [PATCH 18/18] docs: v3.0.0 changelog --- docs/changelogs/v3.0.0.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/changelogs/v3.0.0.md b/docs/changelogs/v3.0.0.md index 4c5605680..646e5eaac 100644 --- a/docs/changelogs/v3.0.0.md +++ b/docs/changelogs/v3.0.0.md @@ -1,5 +1,7 @@ ## Change Log +Major version is updated! (`v2.12.0` -> `v3.0.0`) (#164) + ### Feature * Implement `Aida` optimizer. (#220, #221)