Initial commit

This dataset is a quick-and-dirty benchmark for predicting ratings across
different domains and on different rating scales based on text. It pulls in a
bunch of rating datasets, takes at most 1000 instances from each and combines
them into a big dataset.

.gitignore

@@ -0,0 +1 @@
+/__pycache__

README.md

@@ -1,3 +1,8 @@
----
-license: unknown
----
+----
+-license: unknown
+----
+
+This dataset is a quick-and-dirty benchmark for predicting ratings across
+different domains and on different rating scales based on text. It pulls in a
+bunch of rating datasets, takes at most 1000 instances from each and combines
+them into a big dataset.

cross_domain_review_benchmark.py

@@ -0,0 +1,228 @@
+# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""
+This dataset is a quick-and-dirty benchmark for predicting ratings across
+different domains and on different rating scales based on text. It pulls in a
+bunch of rating datasets, takes at most 1000 instances from each and combines
+them into a big dataset.
+"""
+
+import datasets
+from dataclasses import dataclass
+from typing import Callable, Any
+import operator
+import shutil
+import os
+import sys
+from os.path import join as pjoin
+
+from datasets import concatenate_datasets, load_dataset
+from more_itertools.recipes import take
+
+
+@dataclass
+class SubDataset:
+    source: Any
+    nick: str
+    out_of: int
+    get_review: Callable[[Any], Any]
+    get_rating: Callable[[Any], Any]
+
+
+gi = operator.itemgetter
+
+
+def warn(msg):
+    print(file=sys.stderr)
+    print(f" ** Warning: {msg} **", file=sys.stderr)
+    print(file=sys.stderr)
+
+
+def round_near(x, eps=0.001):
+    x_rnd = int(x + 0.5)
+    if abs(x_rnd - x) > eps:
+        warn("got {x_rnd} when rounding {x}")
+    return x_rnd
+
+
+@dataclass
+class SplitHFSrc:
+    name: str
+
+    def load(self):
+        return load_dataset(self.name, streaming=True)
+
+
+@dataclass
+class TrainOnlyHFSrc:
+    name: str
+
+    def load(self):
+        if hasattr(self, "_cached"):
+            return self._cached
+        self._cached = load_dataset(self.name)["train"].train_test_split(test_size=0.5, seed=42)
+        return self._cached
+
+
+_kaggle_api = None
+
+
+def get_kaggle_api():
+    global _kaggle_api 
+    if _kaggle_api is not None:
+        return _kaggle_api 
+    from kaggle.api.kaggle_api_extended import KaggleApi
+    _kaggle_api = KaggleApi()
+    _kaggle_api.authenticate()
+    return _kaggle_api
+
+
+@dataclass
+class KaggleSrc:
+    name: str
+    file: str
+
+    def load(self):
+        if hasattr(self, "_cached"):
+            return self._cached
+        kaggle_api = get_kaggle_api()
+        dir_name = self.name.replace("/", "__")
+        if os.path.exists(dir_name):
+            shutil.rmtree(dir_name)
+        os.mkdir(dir_name)
+        try:
+            file_path = pjoin(dir_name, self.file.rsplit("/", 1)[-1])
+            kaggle_api.dataset_download_file(self.name, self.file, path=dir_name)
+            dataset = load_dataset("csv", data_files=file_path + ".zip")
+            return dataset["train"].train_test_split(test_size=0.5, seed=42)
+        finally:
+            shutil.rmtree(dir_name)
+
+
+def int_or_drop(col):
+    def inner(row):
+        try:
+            n = float(row[col])
+        except ValueError:
+            return None
+        return round_near(n)
+    return inner
+
+
+DATASETS = [
+    SubDataset(SplitHFSrc("juliensimon/amazon-shoe-reviews"), "amazon-shoes", 5, gi("text"), lambda row: row["labels"] + 1),
+    # TODO: Appears to be corrupt
+    #SubDataset("florentgbelidji/edmunds-car-ratings", "car-ratings", 40, lambda row: row["Review"].strip(), lambda row: round_near(row["Rating"] * 8) - 7),
+    SubDataset(TrainOnlyHFSrc("florentgbelidji/car-reviews"), "car-ratings", 5, gi("Review"), gi("Rating")),
+    SubDataset(SplitHFSrc("codyburker/yelp_review_sampled"), "yelp", 5, gi("text"), gi("stars")),
+    SubDataset(SplitHFSrc("kkotkar1/course-reviews"), "course-reviews", 5, gi("review"), gi("label")),
+    SubDataset(TrainOnlyHFSrc("app_reviews"), "app-reviews", 5, gi("review"), gi("star")),
+    SubDataset(TrainOnlyHFSrc("LoganKells/amazon_product_reviews_video_games"), "amazon-games", 5, gi("reviewText"), lambda row: round_near(row["overall"]) + 1),
+    SubDataset(KaggleSrc("zynicide/wine-reviews", "winemag-data-130k-v2.csv"), "wine-reviews", 100, gi("description"), gi("points")),
+    SubDataset(KaggleSrc("sadmadlad/imdb-user-reviews", "Pulp Fiction/movieReviews.csv"), "imdb-user-reviews", 10, gi("Review"), int_or_drop("User's Rating out of 10")),
+    # TODO: Unicode decoding error
+    #SubDataset(KaggleSrc("arushchillar/disneyland-reviews", "DisneylandReviews.csv"), "disneyland-reviews", 5, gi("Review_Text"), gi("Rating")),
+]
+
+_DESCRIPTION = __doc__
+
+_HOMEPAGE = ""
+
+_LICENSE = "Mixed"
+
+
+class CrossDomainReviewBenchmarkDataset(datasets.GeneratorBasedBuilder):
+    _DESCRIPTION
+
+    VERSION = datasets.Version("1.0.0")
+
+    def _info(self):
+        features = datasets.Features(
+            {
+                "text": datasets.Value("string"),
+                "rating": datasets.Value("uint8"),
+                "out_of": datasets.Value("uint8"),
+                "dataset": datasets.Value("string")
+            }
+        )
+        return datasets.DatasetInfo(
+            # This is the description that will appear on the datasets page.
+            description=_DESCRIPTION,
+            # This defines the different columns of the dataset and their types
+            features=features,  # Here we define them above because they are different between the two configurations
+            # If there's a common (input, target) tuple from the features, uncomment supervised_keys line below and
+            # specify them. They'll be used if as_supervised=True in builder.as_dataset.
+            supervised_keys=("text", "rating"),
+            # Homepage of the dataset for documentation
+            homepage=_HOMEPAGE,
+            # License for the dataset if available
+            license=_LICENSE,
+            # Citation for the dataset
+            citation="",
+        )
+
+    def _split_generators(self, dl_manager):
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "split": "train",
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                gen_kwargs={
+                    "split": "test"
+                },
+            ),
+        ]
+
+    def _generate_examples(self, split):
+        key = 0
+        for ds_info in DATASETS:
+            subdataset = ds_info.source.load()
+            lowest = float("inf")
+            highest = float("-inf")
+            got = 0
+            for row in subdataset[split]:
+                review = ds_info.get_review(row)
+                if review is None:
+                    continue
+                rating = ds_info.get_rating(row)
+                if rating is None:
+                    continue
+                assert 1 <= rating <= ds_info.out_of, f"Expected {rating} (inclusively) between 1 and {ds_info.out_of}"
+                lowest = min(lowest, rating)
+                highest = max(highest, rating)
+                yield key, {
+                    "text": review,
+                    "rating": rating,
+                    "out_of": ds_info.out_of,
+                    "dataset": ds_info.nick
+                }
+                key += 1
+                got += 1
+                if got >= 1000:
+                    break
+            if lowest != 1:
+                warn(
+                    f"Lowest rating in {ds_info.nick} was {lowest}, "
+                    "would suppose it would be 1"
+                )
+            if highest != ds_info.out_of:
+                warn(
+                    f"Highest rating in {ds_info.nick} was {highest}, "
+                    f"would suppose it would be {ds_info.out_of}"
+                )

poetry.lock

@@ -0,0 +1,1058 @@
+[[package]]
+name = "aiohttp"
+version = "3.8.3"
+description = "Async http client/server framework (asyncio)"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+aiosignal = ">=1.1.2"
+async-timeout = ">=4.0.0a3,<5.0"
+attrs = ">=17.3.0"
+charset-normalizer = ">=2.0,<3.0"
+frozenlist = ">=1.1.1"
+multidict = ">=4.5,<7.0"
+yarl = ">=1.0,<2.0"
+
+[package.extras]
+speedups = ["Brotli", "aiodns", "cchardet"]
+
+[[package]]
+name = "aiosignal"
+version = "1.2.0"
+description = "aiosignal: a list of registered asynchronous callbacks"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+frozenlist = ">=1.1.0"
+
+[[package]]
+name = "async-timeout"
+version = "4.0.2"
+description = "Timeout context manager for asyncio programs"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "attrs"
+version = "22.1.0"
+description = "Classes Without Boilerplate"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.extras]
+dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"]
+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
+tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"]
+tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
+
+[[package]]
+name = "certifi"
+version = "2022.9.24"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "charset-normalizer"
+version = "2.1.1"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
+optional = false
+python-versions = ">=3.6.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
+
+[[package]]
+name = "colorama"
+version = "0.4.5"
+description = "Cross-platform colored terminal text."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "datasets"
+version = "2.5.2"
+description = "HuggingFace community-driven open-source library of datasets"
+category = "main"
+optional = false
+python-versions = ">=3.7.0"
+
+[package.dependencies]
+aiohttp = "*"
+dill = "<0.3.6"
+fsspec = {version = ">=2021.11.1", extras = ["http"]}
+huggingface-hub = ">=0.2.0,<1.0.0"
+multiprocess = "*"
+numpy = ">=1.17"
+packaging = "*"
+pandas = "*"
+pyarrow = ">=6.0.0"
+requests = ">=2.19.0"
+responses = "<0.19"
+tqdm = ">=4.62.1"
+xxhash = "*"
+
+[package.extras]
+apache-beam = ["apache-beam (>=2.26.0)"]
+audio = ["librosa"]
+benchmarks = ["numpy (==1.18.5)", "tensorflow (==2.3.0)", "torch (==1.7.1)", "transformers (==3.0.2)"]
+dev = ["Pillow (>=6.2.1)", "Werkzeug (>=1.0.1)", "absl-py", "aiobotocore (>=2.0.1)", "apache-beam (>=2.26.0)", "bert-score (>=0.3.6)", "black (>=22.0,<23.0)", "boto3 (>=1.19.8)", "botocore (>=1.22.8)", "bs4", "conllu", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "flake8 (>=3.8.3)", "fsspec[s3]", "h5py", "isort (>=5.0.0)", "jiwer", "langdetect", "librosa", "lxml", "lz4", "mauve-text", "moto[s3,server] (==2.0.4)", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "rarfile (>=4.0)", "requests-file (>=1.5.1)", "rouge-score", "s3fs (>=2021.11.1)", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "soundfile", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "torchaudio (<0.12.0)", "transformers", "zstandard"]
+docs = ["s3fs"]
+quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"]
+s3 = ["boto3", "botocore", "fsspec", "s3fs"]
+tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)"]
+tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
+tests = ["Pillow (>=6.2.1)", "Werkzeug (>=1.0.1)", "absl-py", "aiobotocore (>=2.0.1)", "apache-beam (>=2.26.0)", "bert-score (>=0.3.6)", "boto3 (>=1.19.8)", "botocore (>=1.22.8)", "bs4", "conllu", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "fsspec[s3]", "h5py", "jiwer", "langdetect", "librosa", "lxml", "lz4", "mauve-text", "moto[s3,server] (==2.0.4)", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "requests-file (>=1.5.1)", "rouge-score", "s3fs (>=2021.11.1)", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "soundfile", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "torchaudio (<0.12.0)", "transformers", "zstandard"]
+torch = ["torch"]
+vision = ["Pillow (>=6.2.1)"]
+
+[[package]]
+name = "dill"
+version = "0.3.5.1"
+description = "serialize all of python"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+
+[package.extras]
+graph = ["objgraph (>=1.7.2)"]
+
+[[package]]
+name = "filelock"
+version = "3.8.0"
+description = "A platform independent file lock."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo (>=2022.6.21)", "sphinx (>=5.1.1)", "sphinx-autodoc-typehints (>=1.19.1)"]
+testing = ["covdefaults (>=2.2)", "coverage (>=6.4.2)", "pytest (>=7.1.2)", "pytest-cov (>=3)", "pytest-timeout (>=2.1)"]
+
+[[package]]
+name = "frozenlist"
+version = "1.3.1"
+description = "A list-like structure which implements collections.abc.MutableSequence"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "fsspec"
+version = "2022.8.2"
+description = "File-system specification"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""}
+requests = {version = "*", optional = true, markers = "extra == \"http\""}
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
+entrypoints = ["importlib-metadata"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+tqdm = ["tqdm"]
+
+[[package]]
+name = "huggingface-hub"
+version = "0.10.0"
+description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+category = "main"
+optional = false
+python-versions = ">=3.7.0"
+
+[package.dependencies]
+filelock = "*"
+packaging = ">=20.9"
+pyyaml = ">=5.1"
+requests = "*"
+tqdm = "*"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy", "pytest", "pytest-cov", "soundfile"]
+cli = ["InquirerPy (==0.3.4)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy", "pytest", "pytest-cov", "soundfile"]
+fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
+quality = ["black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "mypy"]
+tensorflow = ["graphviz", "pydot", "tensorflow"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "isort (>=5.5.4)", "jedi", "pytest", "pytest-cov", "soundfile"]
+torch = ["torch"]
+
+[[package]]
+name = "idna"
+version = "3.4"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "kaggle"
+version = "1.5.12"
+description = "Kaggle API"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+certifi = "*"
+python-dateutil = "*"
+python-slugify = "*"
+requests = "*"
+six = ">=1.10"
+tqdm = "*"
+urllib3 = "*"
+
+[[package]]
+name = "more-itertools"
+version = "8.14.0"
+description = "More routines for operating on iterables, beyond itertools"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "multidict"
+version = "6.0.2"
+description = "multidict implementation"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "multiprocess"
+version = "0.70.13"
+description = "better multiprocessing and multithreading in python"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+
+[package.dependencies]
+dill = ">=0.3.5.1"
+
+[[package]]
+name = "numpy"
+version = "1.23.3"
+description = "NumPy is the fundamental package for array computing with Python."
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[[package]]
+name = "packaging"
+version = "21.3"
+description = "Core utilities for Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
+
+[[package]]
+name = "pandas"
+version = "1.5.0"
+description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+numpy = [
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+    {version = ">=1.20.3", markers = "python_version < \"3.10\""},
+]
+python-dateutil = ">=2.8.1"
+pytz = ">=2020.1"
+
+[package.extras]
+test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
+
+[[package]]
+name = "pyarrow"
+version = "9.0.0"
+description = "Python library for Apache Arrow"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = ">=1.16.6"
+
+[[package]]
+name = "pyparsing"
+version = "3.0.9"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
+optional = false
+python-versions = ">=3.6.8"
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
+[[package]]
+name = "python-dateutil"
+version = "2.8.2"
+description = "Extensions to the standard Python datetime module"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "python-slugify"
+version = "6.1.2"
+description = "A Python slugify application that also handles Unicode"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+
+[package.dependencies]
+text-unidecode = ">=1.3"
+
+[package.extras]
+unidecode = ["Unidecode (>=1.1.1)"]
+
+[[package]]
+name = "pytz"
+version = "2022.4"
+description = "World timezone definitions, modern and historical"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "PyYAML"
+version = "6.0"
+description = "YAML parser and emitter for Python"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "requests"
+version = "2.28.1"
+description = "Python HTTP for Humans."
+category = "main"
+optional = false
+python-versions = ">=3.7, <4"
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+charset-normalizer = ">=2,<3"
+idna = ">=2.5,<4"
+urllib3 = ">=1.21.1,<1.27"
+
+[package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
+use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"]
+
+[[package]]
+name = "responses"
+version = "0.18.0"
+description = "A utility library for mocking out the `requests` Python library."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+requests = ">=2.0,<3.0"
+urllib3 = ">=1.25.10"
+
+[package.extras]
+tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=4.6)", "pytest-cov", "pytest-localserver", "types-mock", "types-requests"]
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "text-unidecode"
+version = "1.3"
+description = "The most basic Text::Unidecode port"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "tqdm"
+version = "4.64.1"
+description = "Fast, Extensible Progress Meter"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
+[[package]]
+name = "typing-extensions"
+version = "4.4.0"
+description = "Backported and Experimental Type Hints for Python 3.7+"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "urllib3"
+version = "1.26.12"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, <4"
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+
+[[package]]
+name = "xxhash"
+version = "3.0.0"
+description = "Python binding for xxHash"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "yarl"
+version = "1.8.1"
+description = "Yet another URL library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
+[metadata]
+lock-version = "1.1"
+python-versions = "^3.8"
+content-hash = "06a1b5c26790b9f95fb8ae0800cfb5015464b0b77774a52ee0b5bfdad91681e0"
+
+[metadata.files]
+aiohttp = [
+    {file = "aiohttp-3.8.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ba71c9b4dcbb16212f334126cc3d8beb6af377f6703d9dc2d9fb3874fd667ee9"},
+    {file = "aiohttp-3.8.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d24b8bb40d5c61ef2d9b6a8f4528c2f17f1c5d2d31fed62ec860f6006142e83e"},
+    {file = "aiohttp-3.8.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f88df3a83cf9df566f171adba39d5bd52814ac0b94778d2448652fc77f9eb491"},
+    {file = "aiohttp-3.8.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b97decbb3372d4b69e4d4c8117f44632551c692bb1361b356a02b97b69e18a62"},
+    {file = "aiohttp-3.8.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:309aa21c1d54b8ef0723181d430347d7452daaff93e8e2363db8e75c72c2fb2d"},
+    {file = "aiohttp-3.8.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ad5383a67514e8e76906a06741febd9126fc7c7ff0f599d6fcce3e82b80d026f"},
+    {file = "aiohttp-3.8.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:20acae4f268317bb975671e375493dbdbc67cddb5f6c71eebdb85b34444ac46b"},
+    {file = "aiohttp-3.8.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:05a3c31c6d7cd08c149e50dc7aa2568317f5844acd745621983380597f027a18"},
+    {file = "aiohttp-3.8.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:d6f76310355e9fae637c3162936e9504b4767d5c52ca268331e2756e54fd4ca5"},
+    {file = "aiohttp-3.8.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:256deb4b29fe5e47893fa32e1de2d73c3afe7407738bd3c63829874661d4822d"},
+    {file = "aiohttp-3.8.3-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:5c59fcd80b9049b49acd29bd3598cada4afc8d8d69bd4160cd613246912535d7"},
+    {file = "aiohttp-3.8.3-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:059a91e88f2c00fe40aed9031b3606c3f311414f86a90d696dd982e7aec48142"},
+    {file = "aiohttp-3.8.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:2feebbb6074cdbd1ac276dbd737b40e890a1361b3cc30b74ac2f5e24aab41f7b"},
+    {file = "aiohttp-3.8.3-cp310-cp310-win32.whl", hash = "sha256:5bf651afd22d5f0c4be16cf39d0482ea494f5c88f03e75e5fef3a85177fecdeb"},
+    {file = "aiohttp-3.8.3-cp310-cp310-win_amd64.whl", hash = "sha256:653acc3880459f82a65e27bd6526e47ddf19e643457d36a2250b85b41a564715"},
+    {file = "aiohttp-3.8.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:86fc24e58ecb32aee09f864cb11bb91bc4c1086615001647dbfc4dc8c32f4008"},
+    {file = "aiohttp-3.8.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:75e14eac916f024305db517e00a9252714fce0abcb10ad327fb6dcdc0d060f1d"},
+    {file = "aiohttp-3.8.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d1fde0f44029e02d02d3993ad55ce93ead9bb9b15c6b7ccd580f90bd7e3de476"},
+    {file = "aiohttp-3.8.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ab94426ddb1ecc6a0b601d832d5d9d421820989b8caa929114811369673235c"},
+    {file = "aiohttp-3.8.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:89d2e02167fa95172c017732ed7725bc8523c598757f08d13c5acca308e1a061"},
+    {file = "aiohttp-3.8.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:02f9a2c72fc95d59b881cf38a4b2be9381b9527f9d328771e90f72ac76f31ad8"},
+    {file = "aiohttp-3.8.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c7149272fb5834fc186328e2c1fa01dda3e1fa940ce18fded6d412e8f2cf76d"},
+    {file = "aiohttp-3.8.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:512bd5ab136b8dc0ffe3fdf2dfb0c4b4f49c8577f6cae55dca862cd37a4564e2"},
+    {file = "aiohttp-3.8.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:7018ecc5fe97027214556afbc7c502fbd718d0740e87eb1217b17efd05b3d276"},
+    {file = "aiohttp-3.8.3-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:88c70ed9da9963d5496d38320160e8eb7e5f1886f9290475a881db12f351ab5d"},
+    {file = "aiohttp-3.8.3-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:da22885266bbfb3f78218dc40205fed2671909fbd0720aedba39b4515c038091"},
+    {file = "aiohttp-3.8.3-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:e65bc19919c910127c06759a63747ebe14f386cda573d95bcc62b427ca1afc73"},
+    {file = "aiohttp-3.8.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:08c78317e950e0762c2983f4dd58dc5e6c9ff75c8a0efeae299d363d439c8e34"},
+    {file = "aiohttp-3.8.3-cp311-cp311-win32.whl", hash = "sha256:45d88b016c849d74ebc6f2b6e8bc17cabf26e7e40c0661ddd8fae4c00f015697"},
+    {file = "aiohttp-3.8.3-cp311-cp311-win_amd64.whl", hash = "sha256:96372fc29471646b9b106ee918c8eeb4cca423fcbf9a34daa1b93767a88a2290"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:c971bf3786b5fad82ce5ad570dc6ee420f5b12527157929e830f51c55dc8af77"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ff25f48fc8e623d95eca0670b8cc1469a83783c924a602e0fbd47363bb54aaca"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e381581b37db1db7597b62a2e6b8b57c3deec95d93b6d6407c5b61ddc98aca6d"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:db19d60d846283ee275d0416e2a23493f4e6b6028825b51290ac05afc87a6f97"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:25892c92bee6d9449ffac82c2fe257f3a6f297792cdb18ad784737d61e7a9a85"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:398701865e7a9565d49189f6c90868efaca21be65c725fc87fc305906be915da"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:4a4fbc769ea9b6bd97f4ad0b430a6807f92f0e5eb020f1e42ece59f3ecfc4585"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-musllinux_1_1_i686.whl", hash = "sha256:b29bfd650ed8e148f9c515474a6ef0ba1090b7a8faeee26b74a8ff3b33617502"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-musllinux_1_1_ppc64le.whl", hash = "sha256:1e56b9cafcd6531bab5d9b2e890bb4937f4165109fe98e2b98ef0dcfcb06ee9d"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-musllinux_1_1_s390x.whl", hash = "sha256:ec40170327d4a404b0d91855d41bfe1fe4b699222b2b93e3d833a27330a87a6d"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:2df5f139233060578d8c2c975128fb231a89ca0a462b35d4b5fcf7c501ebdbe1"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-win32.whl", hash = "sha256:f973157ffeab5459eefe7b97a804987876dd0a55570b8fa56b4e1954bf11329b"},
+    {file = "aiohttp-3.8.3-cp36-cp36m-win_amd64.whl", hash = "sha256:437399385f2abcd634865705bdc180c8314124b98299d54fe1d4c8990f2f9494"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:09e28f572b21642128ef31f4e8372adb6888846f32fecb288c8b0457597ba61a"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6f3553510abdbec67c043ca85727396ceed1272eef029b050677046d3387be8d"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e168a7560b7c61342ae0412997b069753f27ac4862ec7867eff74f0fe4ea2ad9"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:db4c979b0b3e0fa7e9e69ecd11b2b3174c6963cebadeecfb7ad24532ffcdd11a"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e164e0a98e92d06da343d17d4e9c4da4654f4a4588a20d6c73548a29f176abe2"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e8a78079d9a39ca9ca99a8b0ac2fdc0c4d25fc80c8a8a82e5c8211509c523363"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:21b30885a63c3f4ff5b77a5d6caf008b037cb521a5f33eab445dc566f6d092cc"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:4b0f30372cef3fdc262f33d06e7b411cd59058ce9174ef159ad938c4a34a89da"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:8135fa153a20d82ffb64f70a1b5c2738684afa197839b34cc3e3c72fa88d302c"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:ad61a9639792fd790523ba072c0555cd6be5a0baf03a49a5dd8cfcf20d56df48"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:978b046ca728073070e9abc074b6299ebf3501e8dee5e26efacb13cec2b2dea0"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-win32.whl", hash = "sha256:0d2c6d8c6872df4a6ec37d2ede71eff62395b9e337b4e18efd2177de883a5033"},
+    {file = "aiohttp-3.8.3-cp37-cp37m-win_amd64.whl", hash = "sha256:21d69797eb951f155026651f7e9362877334508d39c2fc37bd04ff55b2007091"},
+    {file = "aiohttp-3.8.3-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:2ca9af5f8f5812d475c5259393f52d712f6d5f0d7fdad9acdb1107dd9e3cb7eb"},
+    {file = "aiohttp-3.8.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1d90043c1882067f1bd26196d5d2db9aa6d268def3293ed5fb317e13c9413ea4"},
+    {file = "aiohttp-3.8.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:d737fc67b9a970f3234754974531dc9afeea11c70791dcb7db53b0cf81b79784"},
+    {file = "aiohttp-3.8.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ebf909ea0a3fc9596e40d55d8000702a85e27fd578ff41a5500f68f20fd32e6c"},
+    {file = "aiohttp-3.8.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5835f258ca9f7c455493a57ee707b76d2d9634d84d5d7f62e77be984ea80b849"},
+    {file = "aiohttp-3.8.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:da37dcfbf4b7f45d80ee386a5f81122501ec75672f475da34784196690762f4b"},
+    {file = "aiohttp-3.8.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87f44875f2804bc0511a69ce44a9595d5944837a62caecc8490bbdb0e18b1342"},
+    {file = "aiohttp-3.8.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:527b3b87b24844ea7865284aabfab08eb0faf599b385b03c2aa91fc6edd6e4b6"},
+    {file = "aiohttp-3.8.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:d5ba88df9aa5e2f806650fcbeedbe4f6e8736e92fc0e73b0400538fd25a4dd96"},
+    {file = "aiohttp-3.8.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:e7b8813be97cab8cb52b1375f41f8e6804f6507fe4660152e8ca5c48f0436017"},
+    {file = "aiohttp-3.8.3-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:2dea10edfa1a54098703cb7acaa665c07b4e7568472a47f4e64e6319d3821ccf"},
+    {file = "aiohttp-3.8.3-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:713d22cd9643ba9025d33c4af43943c7a1eb8547729228de18d3e02e278472b6"},
+    {file = "aiohttp-3.8.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:2d252771fc85e0cf8da0b823157962d70639e63cb9b578b1dec9868dd1f4f937"},
+    {file = "aiohttp-3.8.3-cp38-cp38-win32.whl", hash = "sha256:66bd5f950344fb2b3dbdd421aaa4e84f4411a1a13fca3aeb2bcbe667f80c9f76"},
+    {file = "aiohttp-3.8.3-cp38-cp38-win_amd64.whl", hash = "sha256:84b14f36e85295fe69c6b9789b51a0903b774046d5f7df538176516c3e422446"},
+    {file = "aiohttp-3.8.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:16c121ba0b1ec2b44b73e3a8a171c4f999b33929cd2397124a8c7fcfc8cd9e06"},
+    {file = "aiohttp-3.8.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:8d6aaa4e7155afaf994d7924eb290abbe81a6905b303d8cb61310a2aba1c68ba"},
+    {file = "aiohttp-3.8.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:43046a319664a04b146f81b40e1545d4c8ac7b7dd04c47e40bf09f65f2437346"},
+    {file = "aiohttp-3.8.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:599418aaaf88a6d02a8c515e656f6faf3d10618d3dd95866eb4436520096c84b"},
+    {file = "aiohttp-3.8.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:92a2964319d359f494f16011e23434f6f8ef0434acd3cf154a6b7bec511e2fb7"},
+    {file = "aiohttp-3.8.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:73a4131962e6d91109bca6536416aa067cf6c4efb871975df734f8d2fd821b37"},
+    {file = "aiohttp-3.8.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:598adde339d2cf7d67beaccda3f2ce7c57b3b412702f29c946708f69cf8222aa"},
+    {file = "aiohttp-3.8.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:75880ed07be39beff1881d81e4a907cafb802f306efd6d2d15f2b3c69935f6fb"},
+    {file = "aiohttp-3.8.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:a0239da9fbafd9ff82fd67c16704a7d1bccf0d107a300e790587ad05547681c8"},
+    {file = "aiohttp-3.8.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:4e3a23ec214e95c9fe85a58470b660efe6534b83e6cbe38b3ed52b053d7cb6ad"},
+    {file = "aiohttp-3.8.3-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:47841407cc89a4b80b0c52276f3cc8138bbbfba4b179ee3acbd7d77ae33f7ac4"},
+    {file = "aiohttp-3.8.3-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:54d107c89a3ebcd13228278d68f1436d3f33f2dd2af5415e3feaeb1156e1a62c"},
+    {file = "aiohttp-3.8.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:c37c5cce780349d4d51739ae682dec63573847a2a8dcb44381b174c3d9c8d403"},
+    {file = "aiohttp-3.8.3-cp39-cp39-win32.whl", hash = "sha256:f178d2aadf0166be4df834c4953da2d7eef24719e8aec9a65289483eeea9d618"},
+    {file = "aiohttp-3.8.3-cp39-cp39-win_amd64.whl", hash = "sha256:88e5be56c231981428f4f506c68b6a46fa25c4123a2e86d156c58a8369d31ab7"},
+    {file = "aiohttp-3.8.3.tar.gz", hash = "sha256:3828fb41b7203176b82fe5d699e0d845435f2374750a44b480ea6b930f6be269"},
+]
+aiosignal = [
+    {file = "aiosignal-1.2.0-py3-none-any.whl", hash = "sha256:26e62109036cd181df6e6ad646f91f0dcfd05fe16d0cb924138ff2ab75d64e3a"},
+    {file = "aiosignal-1.2.0.tar.gz", hash = "sha256:78ed67db6c7b7ced4f98e495e572106d5c432a93e1ddd1bf475e1dc05f5b7df2"},
+]
+async-timeout = [
+    {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
+    {file = "async_timeout-4.0.2-py3-none-any.whl", hash = "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"},
+]
+attrs = [
+    {file = "attrs-22.1.0-py2.py3-none-any.whl", hash = "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"},
+    {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"},
+]
+certifi = [
+    {file = "certifi-2022.9.24-py3-none-any.whl", hash = "sha256:90c1a32f1d68f940488354e36370f6cca89f0f106db09518524c88d6ed83f382"},
+    {file = "certifi-2022.9.24.tar.gz", hash = "sha256:0d9c601124e5a6ba9712dbc60d9c53c21e34f5f641fe83002317394311bdce14"},
+]
+charset-normalizer = [
+    {file = "charset-normalizer-2.1.1.tar.gz", hash = "sha256:5a3d016c7c547f69d6f81fb0db9449ce888b418b5b9952cc5e6e66843e9dd845"},
+    {file = "charset_normalizer-2.1.1-py3-none-any.whl", hash = "sha256:83e9a75d1911279afd89352c68b45348559d1fc0506b054b346651b5e7fee29f"},
+]
+colorama = [
+    {file = "colorama-0.4.5-py2.py3-none-any.whl", hash = "sha256:854bf444933e37f5824ae7bfc1e98d5bce2ebe4160d46b5edf346a89358e99da"},
+    {file = "colorama-0.4.5.tar.gz", hash = "sha256:e6c6b4334fc50988a639d9b98aa429a0b57da6e17b9a44f0451f930b6967b7a4"},
+]
+datasets = [
+    {file = "datasets-2.5.2-py3-none-any.whl", hash = "sha256:4382dd95466d85121c8784e748c05c49cd8a30e8e91d30fa3972956bc10ac7da"},
+    {file = "datasets-2.5.2.tar.gz", hash = "sha256:3762ec5b7d49671f17c5d774112985ee1f29b3cc4cd61caa0368b70a0c3762d9"},
+]
+dill = [
+    {file = "dill-0.3.5.1-py2.py3-none-any.whl", hash = "sha256:33501d03270bbe410c72639b350e941882a8b0fd55357580fbc873fba0c59302"},
+    {file = "dill-0.3.5.1.tar.gz", hash = "sha256:d75e41f3eff1eee599d738e76ba8f4ad98ea229db8b085318aa2b3333a208c86"},
+]
+filelock = [
+    {file = "filelock-3.8.0-py3-none-any.whl", hash = "sha256:617eb4e5eedc82fc5f47b6d61e4d11cb837c56cb4544e39081099fa17ad109d4"},
+    {file = "filelock-3.8.0.tar.gz", hash = "sha256:55447caa666f2198c5b6b13a26d2084d26fa5b115c00d065664b2124680c4edc"},
+]
+frozenlist = [
+    {file = "frozenlist-1.3.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5f271c93f001748fc26ddea409241312a75e13466b06c94798d1a341cf0e6989"},
+    {file = "frozenlist-1.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9c6ef8014b842f01f5d2b55315f1af5cbfde284eb184075c189fd657c2fd8204"},
+    {file = "frozenlist-1.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:219a9676e2eae91cb5cc695a78b4cb43d8123e4160441d2b6ce8d2c70c60e2f3"},
+    {file = "frozenlist-1.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b47d64cdd973aede3dd71a9364742c542587db214e63b7529fbb487ed67cddd9"},
+    {file = "frozenlist-1.3.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2af6f7a4e93f5d08ee3f9152bce41a6015b5cf87546cb63872cc19b45476e98a"},
+    {file = "frozenlist-1.3.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a718b427ff781c4f4e975525edb092ee2cdef6a9e7bc49e15063b088961806f8"},
+    {file = "frozenlist-1.3.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c56c299602c70bc1bb5d1e75f7d8c007ca40c9d7aebaf6e4ba52925d88ef826d"},
+    {file = "frozenlist-1.3.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:717470bfafbb9d9be624da7780c4296aa7935294bd43a075139c3d55659038ca"},
+    {file = "frozenlist-1.3.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:31b44f1feb3630146cffe56344704b730c33e042ffc78d21f2125a6a91168131"},
+    {file = "frozenlist-1.3.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:c3b31180b82c519b8926e629bf9f19952c743e089c41380ddca5db556817b221"},
+    {file = "frozenlist-1.3.1-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:d82bed73544e91fb081ab93e3725e45dd8515c675c0e9926b4e1f420a93a6ab9"},
+    {file = "frozenlist-1.3.1-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:49459f193324fbd6413e8e03bd65789e5198a9fa3095e03f3620dee2f2dabff2"},
+    {file = "frozenlist-1.3.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:94e680aeedc7fd3b892b6fa8395b7b7cc4b344046c065ed4e7a1e390084e8cb5"},
+    {file = "frozenlist-1.3.1-cp310-cp310-win32.whl", hash = "sha256:fabb953ab913dadc1ff9dcc3a7a7d3dc6a92efab3a0373989b8063347f8705be"},
+    {file = "frozenlist-1.3.1-cp310-cp310-win_amd64.whl", hash = "sha256:eee0c5ecb58296580fc495ac99b003f64f82a74f9576a244d04978a7e97166db"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:0bc75692fb3770cf2b5856a6c2c9de967ca744863c5e89595df64e252e4b3944"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:086ca1ac0a40e722d6833d4ce74f5bf1aba2c77cbfdc0cd83722ffea6da52a04"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1b51eb355e7f813bcda00276b0114c4172872dc5fb30e3fea059b9367c18fbcb"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:74140933d45271c1a1283f708c35187f94e1256079b3c43f0c2267f9db5845ff"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ee4c5120ddf7d4dd1eaf079af3af7102b56d919fa13ad55600a4e0ebe532779b"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:97d9e00f3ac7c18e685320601f91468ec06c58acc185d18bb8e511f196c8d4b2"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:6e19add867cebfb249b4e7beac382d33215d6d54476bb6be46b01f8cafb4878b"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:a027f8f723d07c3f21963caa7d585dcc9b089335565dabe9c814b5f70c52705a"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:61d7857950a3139bce035ad0b0945f839532987dfb4c06cfe160254f4d19df03"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:53b2b45052e7149ee8b96067793db8ecc1ae1111f2f96fe1f88ea5ad5fd92d10"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:bbb1a71b1784e68870800b1bc9f3313918edc63dbb8f29fbd2e767ce5821696c"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-win32.whl", hash = "sha256:ab6fa8c7871877810e1b4e9392c187a60611fbf0226a9e0b11b7b92f5ac72792"},
+    {file = "frozenlist-1.3.1-cp37-cp37m-win_amd64.whl", hash = "sha256:f89139662cc4e65a4813f4babb9ca9544e42bddb823d2ec434e18dad582543bc"},
+    {file = "frozenlist-1.3.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:4c0c99e31491a1d92cde8648f2e7ccad0e9abb181f6ac3ddb9fc48b63301808e"},
+    {file = "frozenlist-1.3.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:61e8cb51fba9f1f33887e22488bad1e28dd8325b72425f04517a4d285a04c519"},
+    {file = "frozenlist-1.3.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:cc2f3e368ee5242a2cbe28323a866656006382872c40869b49b265add546703f"},
+    {file = "frozenlist-1.3.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:58fb94a01414cddcdc6839807db77ae8057d02ddafc94a42faee6004e46c9ba8"},
+    {file = "frozenlist-1.3.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:022178b277cb9277d7d3b3f2762d294f15e85cd2534047e68a118c2bb0058f3e"},
+    {file = "frozenlist-1.3.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:572ce381e9fe027ad5e055f143763637dcbac2542cfe27f1d688846baeef5170"},
+    {file = "frozenlist-1.3.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:19127f8dcbc157ccb14c30e6f00392f372ddb64a6ffa7106b26ff2196477ee9f"},
+    {file = "frozenlist-1.3.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:42719a8bd3792744c9b523674b752091a7962d0d2d117f0b417a3eba97d1164b"},
+    {file = "frozenlist-1.3.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:2743bb63095ef306041c8f8ea22bd6e4d91adabf41887b1ad7886c4c1eb43d5f"},
+    {file = "frozenlist-1.3.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:fa47319a10e0a076709644a0efbcaab9e91902c8bd8ef74c6adb19d320f69b83"},
+    {file = "frozenlist-1.3.1-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:52137f0aea43e1993264a5180c467a08a3e372ca9d378244c2d86133f948b26b"},
+    {file = "frozenlist-1.3.1-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:f5abc8b4d0c5b556ed8cd41490b606fe99293175a82b98e652c3f2711b452988"},
+    {file = "frozenlist-1.3.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:1e1cf7bc8cbbe6ce3881863671bac258b7d6bfc3706c600008925fb799a256e2"},
+    {file = "frozenlist-1.3.1-cp38-cp38-win32.whl", hash = "sha256:0dde791b9b97f189874d654c55c24bf7b6782343e14909c84beebd28b7217845"},
+    {file = "frozenlist-1.3.1-cp38-cp38-win_amd64.whl", hash = "sha256:9494122bf39da6422b0972c4579e248867b6b1b50c9b05df7e04a3f30b9a413d"},
+    {file = "frozenlist-1.3.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:31bf9539284f39ff9398deabf5561c2b0da5bb475590b4e13dd8b268d7a3c5c1"},
+    {file = "frozenlist-1.3.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:e0c8c803f2f8db7217898d11657cb6042b9b0553a997c4a0601f48a691480fab"},
+    {file = "frozenlist-1.3.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:da5ba7b59d954f1f214d352308d1d86994d713b13edd4b24a556bcc43d2ddbc3"},
+    {file = "frozenlist-1.3.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:74e6b2b456f21fc93ce1aff2b9728049f1464428ee2c9752a4b4f61e98c4db96"},
+    {file = "frozenlist-1.3.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:526d5f20e954d103b1d47232e3839f3453c02077b74203e43407b962ab131e7b"},
+    {file = "frozenlist-1.3.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b499c6abe62a7a8d023e2c4b2834fce78a6115856ae95522f2f974139814538c"},
+    {file = "frozenlist-1.3.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ab386503f53bbbc64d1ad4b6865bf001414930841a870fc97f1546d4d133f141"},
+    {file = "frozenlist-1.3.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5f63c308f82a7954bf8263a6e6de0adc67c48a8b484fab18ff87f349af356efd"},
+    {file = "frozenlist-1.3.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:12607804084d2244a7bd4685c9d0dca5df17a6a926d4f1967aa7978b1028f89f"},
+    {file = "frozenlist-1.3.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:da1cdfa96425cbe51f8afa43e392366ed0b36ce398f08b60de6b97e3ed4affef"},
+    {file = "frozenlist-1.3.1-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:f810e764617b0748b49a731ffaa525d9bb36ff38332411704c2400125af859a6"},
+    {file = "frozenlist-1.3.1-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:35c3d79b81908579beb1fb4e7fcd802b7b4921f1b66055af2578ff7734711cfa"},
+    {file = "frozenlist-1.3.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:c92deb5d9acce226a501b77307b3b60b264ca21862bd7d3e0c1f3594022f01bc"},
+    {file = "frozenlist-1.3.1-cp39-cp39-win32.whl", hash = "sha256:5e77a8bd41e54b05e4fb2708dc6ce28ee70325f8c6f50f3df86a44ecb1d7a19b"},
+    {file = "frozenlist-1.3.1-cp39-cp39-win_amd64.whl", hash = "sha256:625d8472c67f2d96f9a4302a947f92a7adbc1e20bedb6aff8dbc8ff039ca6189"},
+    {file = "frozenlist-1.3.1.tar.gz", hash = "sha256:3a735e4211a04ccfa3f4833547acdf5d2f863bfeb01cfd3edaffbc251f15cec8"},
+]
+fsspec = [
+    {file = "fsspec-2022.8.2-py3-none-any.whl", hash = "sha256:6374804a2c0d24f225a67d009ee1eabb4046ad00c793c3f6df97e426c890a1d9"},
+    {file = "fsspec-2022.8.2.tar.gz", hash = "sha256:7f12b90964a98a7e921d27fb36be536ea036b73bf3b724ac0b0bd7b8e39c7c18"},
+]
+huggingface-hub = [
+    {file = "huggingface_hub-0.10.0-py3-none-any.whl", hash = "sha256:71c6ca3014cbf1245cafbc0b426a27e0ff0465853b4f85aefcd2863f61f1dc2d"},
+    {file = "huggingface_hub-0.10.0.tar.gz", hash = "sha256:1c7ec31b837db090abdf60c3e008e8d8569d47d976671699adb880aacf60d491"},
+]
+idna = [
+    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
+    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+]
+kaggle = [
+    {file = "kaggle-1.5.12.tar.gz", hash = "sha256:b4d87d107bff743aaa805c2b382c3661c4c175cdb159656d4972be2a9cef42cb"},
+]
+more-itertools = [
+    {file = "more-itertools-8.14.0.tar.gz", hash = "sha256:c09443cd3d5438b8dafccd867a6bc1cb0894389e90cb53d227456b0b0bccb750"},
+    {file = "more_itertools-8.14.0-py3-none-any.whl", hash = "sha256:1bc4f91ee5b1b31ac7ceacc17c09befe6a40a503907baf9c839c229b5095cfd2"},
+]
+multidict = [
+    {file = "multidict-6.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0b9e95a740109c6047602f4db4da9949e6c5945cefbad34a1299775ddc9a62e2"},
+    {file = "multidict-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ac0e27844758d7177989ce406acc6a83c16ed4524ebc363c1f748cba184d89d3"},
+    {file = "multidict-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:041b81a5f6b38244b34dc18c7b6aba91f9cdaf854d9a39e5ff0b58e2b5773b9c"},
+    {file = "multidict-6.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5fdda29a3c7e76a064f2477c9aab1ba96fd94e02e386f1e665bca1807fc5386f"},
+    {file = "multidict-6.0.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3368bf2398b0e0fcbf46d85795adc4c259299fec50c1416d0f77c0a843a3eed9"},
+    {file = "multidict-6.0.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f4f052ee022928d34fe1f4d2bc743f32609fb79ed9c49a1710a5ad6b2198db20"},
+    {file = "multidict-6.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:225383a6603c086e6cef0f2f05564acb4f4d5f019a4e3e983f572b8530f70c88"},
+    {file = "multidict-6.0.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:50bd442726e288e884f7be9071016c15a8742eb689a593a0cac49ea093eef0a7"},
+    {file = "multidict-6.0.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:47e6a7e923e9cada7c139531feac59448f1f47727a79076c0b1ee80274cd8eee"},
+    {file = "multidict-6.0.2-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:0556a1d4ea2d949efe5fd76a09b4a82e3a4a30700553a6725535098d8d9fb672"},
+    {file = "multidict-6.0.2-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:626fe10ac87851f4cffecee161fc6f8f9853f0f6f1035b59337a51d29ff3b4f9"},
+    {file = "multidict-6.0.2-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:8064b7c6f0af936a741ea1efd18690bacfbae4078c0c385d7c3f611d11f0cf87"},
+    {file = "multidict-6.0.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:2d36e929d7f6a16d4eb11b250719c39560dd70545356365b494249e2186bc389"},
+    {file = "multidict-6.0.2-cp310-cp310-win32.whl", hash = "sha256:fcb91630817aa8b9bc4a74023e4198480587269c272c58b3279875ed7235c293"},
+    {file = "multidict-6.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:8cbf0132f3de7cc6c6ce00147cc78e6439ea736cee6bca4f068bcf892b0fd658"},
+    {file = "multidict-6.0.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:05f6949d6169878a03e607a21e3b862eaf8e356590e8bdae4227eedadacf6e51"},
+    {file = "multidict-6.0.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e2c2e459f7050aeb7c1b1276763364884595d47000c1cddb51764c0d8976e608"},
+    {file = "multidict-6.0.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d0509e469d48940147e1235d994cd849a8f8195e0bca65f8f5439c56e17872a3"},
+    {file = "multidict-6.0.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:514fe2b8d750d6cdb4712346a2c5084a80220821a3e91f3f71eec11cf8d28fd4"},
+    {file = "multidict-6.0.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:19adcfc2a7197cdc3987044e3f415168fc5dc1f720c932eb1ef4f71a2067e08b"},
+    {file = "multidict-6.0.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b9d153e7f1f9ba0b23ad1568b3b9e17301e23b042c23870f9ee0522dc5cc79e8"},
+    {file = "multidict-6.0.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:aef9cc3d9c7d63d924adac329c33835e0243b5052a6dfcbf7732a921c6e918ba"},
+    {file = "multidict-6.0.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:4571f1beddff25f3e925eea34268422622963cd8dc395bb8778eb28418248e43"},
+    {file = "multidict-6.0.2-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:d48b8ee1d4068561ce8033d2c344cf5232cb29ee1a0206a7b828c79cbc5982b8"},
+    {file = "multidict-6.0.2-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:45183c96ddf61bf96d2684d9fbaf6f3564d86b34cb125761f9a0ef9e36c1d55b"},
+    {file = "multidict-6.0.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:75bdf08716edde767b09e76829db8c1e5ca9d8bb0a8d4bd94ae1eafe3dac5e15"},
+    {file = "multidict-6.0.2-cp37-cp37m-win32.whl", hash = "sha256:a45e1135cb07086833ce969555df39149680e5471c04dfd6a915abd2fc3f6dbc"},
+    {file = "multidict-6.0.2-cp37-cp37m-win_amd64.whl", hash = "sha256:6f3cdef8a247d1eafa649085812f8a310e728bdf3900ff6c434eafb2d443b23a"},
+    {file = "multidict-6.0.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:0327292e745a880459ef71be14e709aaea2f783f3537588fb4ed09b6c01bca60"},
+    {file = "multidict-6.0.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:e875b6086e325bab7e680e4316d667fc0e5e174bb5611eb16b3ea121c8951b86"},
+    {file = "multidict-6.0.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:feea820722e69451743a3d56ad74948b68bf456984d63c1a92e8347b7b88452d"},
+    {file = "multidict-6.0.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9cc57c68cb9139c7cd6fc39f211b02198e69fb90ce4bc4a094cf5fe0d20fd8b0"},
+    {file = "multidict-6.0.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:497988d6b6ec6ed6f87030ec03280b696ca47dbf0648045e4e1d28b80346560d"},
+    {file = "multidict-6.0.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:89171b2c769e03a953d5969b2f272efa931426355b6c0cb508022976a17fd376"},
+    {file = "multidict-6.0.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:684133b1e1fe91eda8fa7447f137c9490a064c6b7f392aa857bba83a28cfb693"},
+    {file = "multidict-6.0.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fd9fc9c4849a07f3635ccffa895d57abce554b467d611a5009ba4f39b78a8849"},
+    {file = "multidict-6.0.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:e07c8e79d6e6fd37b42f3250dba122053fddb319e84b55dd3a8d6446e1a7ee49"},
+    {file = "multidict-6.0.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:4070613ea2227da2bfb2c35a6041e4371b0af6b0be57f424fe2318b42a748516"},
+    {file = "multidict-6.0.2-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:47fbeedbf94bed6547d3aa632075d804867a352d86688c04e606971595460227"},
+    {file = "multidict-6.0.2-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:5774d9218d77befa7b70d836004a768fb9aa4fdb53c97498f4d8d3f67bb9cfa9"},
+    {file = "multidict-6.0.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:2957489cba47c2539a8eb7ab32ff49101439ccf78eab724c828c1a54ff3ff98d"},
+    {file = "multidict-6.0.2-cp38-cp38-win32.whl", hash = "sha256:e5b20e9599ba74391ca0cfbd7b328fcc20976823ba19bc573983a25b32e92b57"},
+    {file = "multidict-6.0.2-cp38-cp38-win_amd64.whl", hash = "sha256:8004dca28e15b86d1b1372515f32eb6f814bdf6f00952699bdeb541691091f96"},
+    {file = "multidict-6.0.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:2e4a0785b84fb59e43c18a015ffc575ba93f7d1dbd272b4cdad9f5134b8a006c"},
+    {file = "multidict-6.0.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6701bf8a5d03a43375909ac91b6980aea74b0f5402fbe9428fc3f6edf5d9677e"},
+    {file = "multidict-6.0.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a007b1638e148c3cfb6bf0bdc4f82776cef0ac487191d093cdc316905e504071"},
+    {file = "multidict-6.0.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:07a017cfa00c9890011628eab2503bee5872f27144936a52eaab449be5eaf032"},
+    {file = "multidict-6.0.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c207fff63adcdf5a485969131dc70e4b194327666b7e8a87a97fbc4fd80a53b2"},
+    {file = "multidict-6.0.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:373ba9d1d061c76462d74e7de1c0c8e267e9791ee8cfefcf6b0b2495762c370c"},
+    {file = "multidict-6.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bfba7c6d5d7c9099ba21f84662b037a0ffd4a5e6b26ac07d19e423e6fdf965a9"},
+    {file = "multidict-6.0.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:19d9bad105dfb34eb539c97b132057a4e709919ec4dd883ece5838bcbf262b80"},
+    {file = "multidict-6.0.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:de989b195c3d636ba000ee4281cd03bb1234635b124bf4cd89eeee9ca8fcb09d"},
+    {file = "multidict-6.0.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:7c40b7bbece294ae3a87c1bc2abff0ff9beef41d14188cda94ada7bcea99b0fb"},
+    {file = "multidict-6.0.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:d16cce709ebfadc91278a1c005e3c17dd5f71f5098bfae1035149785ea6e9c68"},
+    {file = "multidict-6.0.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:a2c34a93e1d2aa35fbf1485e5010337c72c6791407d03aa5f4eed920343dd360"},
+    {file = "multidict-6.0.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:feba80698173761cddd814fa22e88b0661e98cb810f9f986c54aa34d281e4937"},
+    {file = "multidict-6.0.2-cp39-cp39-win32.whl", hash = "sha256:23b616fdc3c74c9fe01d76ce0d1ce872d2d396d8fa8e4899398ad64fb5aa214a"},
+    {file = "multidict-6.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:4bae31803d708f6f15fd98be6a6ac0b6958fcf68fda3c77a048a4f9073704aae"},
+    {file = "multidict-6.0.2.tar.gz", hash = "sha256:5ff3bd75f38e4c43f1f470f2df7a4d430b821c4ce22be384e1459cb57d6bb013"},
+]
+multiprocess = [
+    {file = "multiprocess-0.70.13-cp27-cp27m-macosx_10_14_x86_64.whl", hash = "sha256:b9a3be43ecee6776a9e7223af96914a0164f306affcf4624b213885172236b77"},
+    {file = "multiprocess-0.70.13-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:7e6a689da3490412caa7b3e27c3385d8aaa49135f3a353ace94ca47e4c926d37"},
+    {file = "multiprocess-0.70.13-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:17cb4229aa43e6973679d67c66a454cbf8b6b0d038425cba3220ea5a06d61b58"},
+    {file = "multiprocess-0.70.13-cp27-cp27m-win32.whl", hash = "sha256:99bb68dd0d5b3d30fe104721bee26e4637667112d5951b51feb81479fd560876"},
+    {file = "multiprocess-0.70.13-cp27-cp27m-win_amd64.whl", hash = "sha256:6cdde49defcb933062df382ebc9b5299beebcd157a98b3a65291c1c94a2edc41"},
+    {file = "multiprocess-0.70.13-pp27-pypy_73-macosx_10_7_x86_64.whl", hash = "sha256:92003c247436f8699b7692e95346a238446710f078500eb364bc23bb0503dd4f"},
+    {file = "multiprocess-0.70.13-pp27-pypy_73-manylinux2010_x86_64.whl", hash = "sha256:3ec1c8015e19182bfa01b5887a9c25805c48df3c71863f48fe83803147cde5d6"},
+    {file = "multiprocess-0.70.13-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:b7415f61bddfffdade73396904551be8124a4a363322aa9c72d42e349c5fca39"},
+    {file = "multiprocess-0.70.13-pp37-pypy37_pp73-manylinux_2_24_i686.whl", hash = "sha256:5436d1cd9f901f7ddc4f20b6fd0b462c87dcc00d941cc13eeb2401fc5bd00e42"},
+    {file = "multiprocess-0.70.13-pp37-pypy37_pp73-manylinux_2_24_x86_64.whl", hash = "sha256:34e9703bd5b9fee5455c93a74e44dbabe55481c214d03be1e65f037be9d0c520"},
+    {file = "multiprocess-0.70.13-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:af0a48440aa8f793d8bb100f20102c12f192de5a608638819a998f2cc59e1fcd"},
+    {file = "multiprocess-0.70.13-pp38-pypy38_pp73-manylinux_2_24_i686.whl", hash = "sha256:c4a97216e8319039c69a266252cc68a392b96f9e67e3ed02ad88be9e6f2d2969"},
+    {file = "multiprocess-0.70.13-pp38-pypy38_pp73-manylinux_2_24_x86_64.whl", hash = "sha256:48315eefe02c35dd7560da3fa8af66d9f4a61b9dc8f7c40801c5f972ab4604b1"},
+    {file = "multiprocess-0.70.13-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:5a6dca5f29f0224c855d0d5cad963476175cfc8de112d3eebe85914cb735f130"},
+    {file = "multiprocess-0.70.13-pp39-pypy39_pp73-manylinux_2_24_i686.whl", hash = "sha256:5974bdad390ba466cc130288d2ef1048fdafedd01cf4641fc024f6088af70bfe"},
+    {file = "multiprocess-0.70.13-pp39-pypy39_pp73-manylinux_2_24_x86_64.whl", hash = "sha256:01c1137d2f18d0cd262d0fdb7294b1fe9fc3e8dc8b126e506085434ae8eb3677"},
+    {file = "multiprocess-0.70.13-py310-none-any.whl", hash = "sha256:0f4faf4811019efdb2f91db09240f893ee40cbfcb06978f3b8ed8c248e73babe"},
+    {file = "multiprocess-0.70.13-py37-none-any.whl", hash = "sha256:62e556a0c31ec7176e28aa331663ac26c276ee3536b5e9bb5e850681e7a00f11"},
+    {file = "multiprocess-0.70.13-py38-none-any.whl", hash = "sha256:7be9e320a41d2d0d0eddacfe693cfb07b4cb9c0d3d10007f4304255c15215778"},
+    {file = "multiprocess-0.70.13-py39-none-any.whl", hash = "sha256:00ef48461d43d1e30f8f4b2e1b287ecaaffec325a37053beb5503e0d69e5a3cd"},
+    {file = "multiprocess-0.70.13.tar.gz", hash = "sha256:2e096dd618a84d15aa369a9cf6695815e5539f853dc8fa4f4b9153b11b1d0b32"},
+]
+numpy = [
+    {file = "numpy-1.23.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c9f707b5bb73bf277d812ded9896f9512a43edff72712f31667d0a8c2f8e71ee"},
+    {file = "numpy-1.23.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ffcf105ecdd9396e05a8e58e81faaaf34d3f9875f137c7372450baa5d77c9a54"},
+    {file = "numpy-1.23.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0ea3f98a0ffce3f8f57675eb9119f3f4edb81888b6874bc1953f91e0b1d4f440"},
+    {file = "numpy-1.23.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:004f0efcb2fe1c0bd6ae1fcfc69cc8b6bf2407e0f18be308612007a0762b4089"},
+    {file = "numpy-1.23.3-cp310-cp310-win32.whl", hash = "sha256:98dcbc02e39b1658dc4b4508442a560fe3ca5ca0d989f0df062534e5ca3a5c1a"},
+    {file = "numpy-1.23.3-cp310-cp310-win_amd64.whl", hash = "sha256:39a664e3d26ea854211867d20ebcc8023257c1800ae89773cbba9f9e97bae036"},
+    {file = "numpy-1.23.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1f27b5322ac4067e67c8f9378b41c746d8feac8bdd0e0ffede5324667b8a075c"},
+    {file = "numpy-1.23.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2ad3ec9a748a8943e6eb4358201f7e1c12ede35f510b1a2221b70af4bb64295c"},
+    {file = "numpy-1.23.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bdc9febce3e68b697d931941b263c59e0c74e8f18861f4064c1f712562903411"},
+    {file = "numpy-1.23.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:301c00cf5e60e08e04d842fc47df641d4a181e651c7135c50dc2762ffe293dbd"},
+    {file = "numpy-1.23.3-cp311-cp311-win32.whl", hash = "sha256:7cd1328e5bdf0dee621912f5833648e2daca72e3839ec1d6695e91089625f0b4"},
+    {file = "numpy-1.23.3-cp311-cp311-win_amd64.whl", hash = "sha256:8355fc10fd33a5a70981a5b8a0de51d10af3688d7a9e4a34fcc8fa0d7467bb7f"},
+    {file = "numpy-1.23.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bc6e8da415f359b578b00bcfb1d08411c96e9a97f9e6c7adada554a0812a6cc6"},
+    {file = "numpy-1.23.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:22d43376ee0acd547f3149b9ec12eec2f0ca4a6ab2f61753c5b29bb3e795ac4d"},
+    {file = "numpy-1.23.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a64403f634e5ffdcd85e0b12c08f04b3080d3e840aef118721021f9b48fc1460"},
+    {file = "numpy-1.23.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:efd9d3abe5774404becdb0748178b48a218f1d8c44e0375475732211ea47c67e"},
+    {file = "numpy-1.23.3-cp38-cp38-win32.whl", hash = "sha256:f8c02ec3c4c4fcb718fdf89a6c6f709b14949408e8cf2a2be5bfa9c49548fd85"},
+    {file = "numpy-1.23.3-cp38-cp38-win_amd64.whl", hash = "sha256:e868b0389c5ccfc092031a861d4e158ea164d8b7fdbb10e3b5689b4fc6498df6"},
+    {file = "numpy-1.23.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:09f6b7bdffe57fc61d869a22f506049825d707b288039d30f26a0d0d8ea05164"},
+    {file = "numpy-1.23.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8c79d7cf86d049d0c5089231a5bcd31edb03555bd93d81a16870aa98c6cfb79d"},
+    {file = "numpy-1.23.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e5d5420053bbb3dd64c30e58f9363d7a9c27444c3648e61460c1237f9ec3fa14"},
+    {file = "numpy-1.23.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d5422d6a1ea9b15577a9432e26608c73a78faf0b9039437b075cf322c92e98e7"},
+    {file = "numpy-1.23.3-cp39-cp39-win32.whl", hash = "sha256:c1ba66c48b19cc9c2975c0d354f24058888cdc674bebadceb3cdc9ec403fb5d1"},
+    {file = "numpy-1.23.3-cp39-cp39-win_amd64.whl", hash = "sha256:78a63d2df1d947bd9d1b11d35564c2f9e4b57898aae4626638056ec1a231c40c"},
+    {file = "numpy-1.23.3-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:17c0e467ade9bda685d5ac7f5fa729d8d3e76b23195471adae2d6a6941bd2c18"},
+    {file = "numpy-1.23.3-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:91b8d6768a75247026e951dce3b2aac79dc7e78622fc148329135ba189813584"},
+    {file = "numpy-1.23.3-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:94c15ca4e52671a59219146ff584488907b1f9b3fc232622b47e2cf832e94fb8"},
+    {file = "numpy-1.23.3.tar.gz", hash = "sha256:51bf49c0cd1d52be0a240aa66f3458afc4b95d8993d2d04f0d91fa60c10af6cd"},
+]
+packaging = [
+    {file = "packaging-21.3-py3-none-any.whl", hash = "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"},
+    {file = "packaging-21.3.tar.gz", hash = "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb"},
+]
+pandas = [
+    {file = "pandas-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0d8d7433d19bfa33f11c92ad9997f15a902bda4f5ad3a4814a21d2e910894484"},
+    {file = "pandas-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5cc47f2ebaa20ef96ae72ee082f9e101b3dfbf74f0e62c7a12c0b075a683f03c"},
+    {file = "pandas-1.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8e8e5edf97d8793f51d258c07c629bd49d271d536ce15d66ac00ceda5c150eb3"},
+    {file = "pandas-1.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:41aec9f87455306496d4486df07c1b98c15569c714be2dd552a6124cd9fda88f"},
+    {file = "pandas-1.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c76f1d104844c5360c21d2ef0e1a8b2ccf8b8ebb40788475e255b9462e32b2be"},
+    {file = "pandas-1.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:1642fc6138b4e45d57a12c1b464a01a6d868c0148996af23f72dde8d12486bbc"},
+    {file = "pandas-1.5.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:171cef540bfcec52257077816a4dbbac152acdb8236ba11d3196ae02bf0959d8"},
+    {file = "pandas-1.5.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a68a9b9754efff364b0c5ee5b0f18e15ca640c01afe605d12ba8b239ca304d6b"},
+    {file = "pandas-1.5.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:86d87279ebc5bc20848b4ceb619073490037323f80f515e0ec891c80abad958a"},
+    {file = "pandas-1.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:207d63ac851e60ec57458814613ef4b3b6a5e9f0b33c57623ba2bf8126c311f8"},
+    {file = "pandas-1.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e252a9e49b233ff96e2815c67c29702ac3a062098d80a170c506dff3470fd060"},
+    {file = "pandas-1.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:de34636e2dc04e8ac2136a8d3c2051fd56ebe9fd6cd185581259330649e73ca9"},
+    {file = "pandas-1.5.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:1d34b1f43d9e3f4aea056ba251f6e9b143055ebe101ed04c847b41bb0bb4a989"},
+    {file = "pandas-1.5.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1b82ccc7b093e0a93f8dffd97a542646a3e026817140e2c01266aaef5fdde11b"},
+    {file = "pandas-1.5.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4e30a31039574d96f3d683df34ccb50bb435426ad65793e42a613786901f6761"},
+    {file = "pandas-1.5.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:62e61003411382e20d7c2aec1ee8d7c86c8b9cf46290993dd8a0a3be44daeb38"},
+    {file = "pandas-1.5.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc987f7717e53d372f586323fff441263204128a1ead053c1b98d7288f836ac9"},
+    {file = "pandas-1.5.0-cp38-cp38-win32.whl", hash = "sha256:e178ce2d7e3b934cf8d01dc2d48d04d67cb0abfaffdcc8aa6271fd5a436f39c8"},
+    {file = "pandas-1.5.0-cp38-cp38-win_amd64.whl", hash = "sha256:33a9d9e21ab2d91e2ab6e83598419ea6a664efd4c639606b299aae8097c1c94f"},
+    {file = "pandas-1.5.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:73844e247a7b7dac2daa9df7339ecf1fcf1dfb8cbfd11e3ffe9819ae6c31c515"},
+    {file = "pandas-1.5.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:e9c5049333c5bebf993033f4bf807d163e30e8fada06e1da7fa9db86e2392009"},
+    {file = "pandas-1.5.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:85a516a7f6723ca1528f03f7851fa8d0360d1d6121cf15128b290cf79b8a7f6a"},
+    {file = "pandas-1.5.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:947ed9f896ee61adbe61829a7ae1ade493c5a28c66366ec1de85c0642009faac"},
+    {file = "pandas-1.5.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c7f38d91f21937fe2bec9449570d7bf36ad7136227ef43b321194ec249e2149d"},
+    {file = "pandas-1.5.0-cp39-cp39-win32.whl", hash = "sha256:2504c032f221ef9e4a289f5e46a42b76f5e087ecb67d62e342ccbba95a32a488"},
+    {file = "pandas-1.5.0-cp39-cp39-win_amd64.whl", hash = "sha256:8a4fc04838615bf0a8d3a03ed68197f358054f0df61f390bcc64fbe39e3d71ec"},
+    {file = "pandas-1.5.0.tar.gz", hash = "sha256:3ee61b881d2f64dd90c356eb4a4a4de75376586cd3c9341c6c0fcaae18d52977"},
+]
+pyarrow = [
+    {file = "pyarrow-9.0.0-cp310-cp310-macosx_10_13_universal2.whl", hash = "sha256:767cafb14278165ad539a2918c14c1b73cf20689747c21375c38e3fe62884902"},
+    {file = "pyarrow-9.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0238998dc692efcb4e41ae74738d7c1234723271ccf520bd8312dca07d49ef8d"},
+    {file = "pyarrow-9.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:55328348b9139c2b47450d512d716c2248fd58e2f04e2fc23a65e18726666d42"},
+    {file = "pyarrow-9.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc856628acd8d281652c15b6268ec7f27ebcb015abbe99d9baad17f02adc51f1"},
+    {file = "pyarrow-9.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:29eb3e086e2b26202f3a4678316b93cfb15d0e2ba20f3ec12db8fd9cc07cde63"},
+    {file = "pyarrow-9.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2e753f8fcf07d8e3a0efa0c8bd51fef5c90281ffd4c5637c08ce42cd0ac297de"},
+    {file = "pyarrow-9.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:3eef8a981f45d89de403e81fb83b8119c20824caddf1404274e41a5d66c73806"},
+    {file = "pyarrow-9.0.0-cp37-cp37m-macosx_10_13_x86_64.whl", hash = "sha256:7fa56cbd415cef912677270b8e41baad70cde04c6d8a8336eeb2aba85aa93706"},
+    {file = "pyarrow-9.0.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:f8c46bde1030d704e2796182286d1c56846552c50a39ad5bf5a20c0d8159fc35"},
+    {file = "pyarrow-9.0.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8ad430cee28ebc4d6661fc7315747c7a18ae2a74e67498dcb039e1c762a2fb67"},
+    {file = "pyarrow-9.0.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:81a60bb291a964f63b2717fb1b28f6615ffab7e8585322bfb8a6738e6b321282"},
+    {file = "pyarrow-9.0.0-cp37-cp37m-win_amd64.whl", hash = "sha256:9cef618159567d5f62040f2b79b1c7b38e3885f4ffad0ec97cd2d86f88b67cef"},
+    {file = "pyarrow-9.0.0-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:5526a3bfb404ff6d31d62ea582cf2466c7378a474a99ee04d1a9b05de5264541"},
+    {file = "pyarrow-9.0.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:da3e0f319509a5881867effd7024099fb06950a0768dad0d6873668bb88cfaba"},
+    {file = "pyarrow-9.0.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2c715eca2092273dcccf6f08437371e04d112f9354245ba2fbe6c801879450b7"},
+    {file = "pyarrow-9.0.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f11a645a41ee531c3a5edda45dea07c42267f52571f818d388971d33fc7e2d4a"},
+    {file = "pyarrow-9.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a5b390bdcfb8c5b900ef543f911cdfec63e88524fafbcc15f83767202a4a2491"},
+    {file = "pyarrow-9.0.0-cp38-cp38-win_amd64.whl", hash = "sha256:d9eb04db626fa24fdfb83c00f76679ca0d98728cdbaa0481b6402bf793a290c0"},
+    {file = "pyarrow-9.0.0-cp39-cp39-macosx_10_13_universal2.whl", hash = "sha256:4eebdab05afa23d5d5274b24c1cbeb1ba017d67c280f7d39fd8a8f18cbad2ec9"},
+    {file = "pyarrow-9.0.0-cp39-cp39-macosx_10_13_x86_64.whl", hash = "sha256:02b820ecd1da02012092c180447de449fc688d0c3f9ff8526ca301cdd60dacd0"},
+    {file = "pyarrow-9.0.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:92f3977e901db1ef5cba30d6cc1d7942b8d94b910c60f89013e8f7bb86a86eef"},
+    {file = "pyarrow-9.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f241bd488c2705df930eedfe304ada71191dcf67d6b98ceda0cc934fd2a8388e"},
+    {file = "pyarrow-9.0.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c5a073a930c632058461547e0bc572da1e724b17b6b9eb31a97da13f50cb6e0"},
+    {file = "pyarrow-9.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f59bcd5217a3ae1e17870792f82b2ff92df9f3862996e2c78e156c13e56ff62e"},
+    {file = "pyarrow-9.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:fe2ce795fa1d95e4e940fe5661c3c58aee7181c730f65ac5dd8794a77228de59"},
+    {file = "pyarrow-9.0.0.tar.gz", hash = "sha256:7fb02bebc13ab55573d1ae9bb5002a6d20ba767bf8569b52fce5301d42495ab7"},
+]
+pyparsing = [
+    {file = "pyparsing-3.0.9-py3-none-any.whl", hash = "sha256:5026bae9a10eeaefb61dab2f09052b9f4307d44aee4eda64b309723d8d206bbc"},
+    {file = "pyparsing-3.0.9.tar.gz", hash = "sha256:2b020ecf7d21b687f219b71ecad3631f644a47f01403fa1d1036b0c6416d70fb"},
+]
+python-dateutil = [
+    {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
+    {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
+]
+python-slugify = [
+    {file = "python-slugify-6.1.2.tar.gz", hash = "sha256:272d106cb31ab99b3496ba085e3fea0e9e76dcde967b5e9992500d1f785ce4e1"},
+    {file = "python_slugify-6.1.2-py2.py3-none-any.whl", hash = "sha256:7b2c274c308b62f4269a9ba701aa69a797e9bca41aeee5b3a9e79e36b6656927"},
+]
+pytz = [
+    {file = "pytz-2022.4-py2.py3-none-any.whl", hash = "sha256:2c0784747071402c6e99f0bafdb7da0fa22645f06554c7ae06bf6358897e9c91"},
+    {file = "pytz-2022.4.tar.gz", hash = "sha256:48ce799d83b6f8aab2020e369b627446696619e79645419610b9facd909b3174"},
+]
+PyYAML = [
+    {file = "PyYAML-6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4db7c7aef085872ef65a8fd7d6d09a14ae91f691dec3e87ee5ee0539d516f53"},
+    {file = "PyYAML-6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9df7ed3b3d2e0ecfe09e14741b857df43adb5a3ddadc919a2d94fbdf78fea53c"},
+    {file = "PyYAML-6.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77f396e6ef4c73fdc33a9157446466f1cff553d979bd00ecb64385760c6babdc"},
+    {file = "PyYAML-6.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a80a78046a72361de73f8f395f1f1e49f956c6be882eed58505a15f3e430962b"},
+    {file = "PyYAML-6.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:f84fbc98b019fef2ee9a1cb3ce93e3187a6df0b2538a651bfb890254ba9f90b5"},
+    {file = "PyYAML-6.0-cp310-cp310-win32.whl", hash = "sha256:2cd5df3de48857ed0544b34e2d40e9fac445930039f3cfe4bcc592a1f836d513"},
+    {file = "PyYAML-6.0-cp310-cp310-win_amd64.whl", hash = "sha256:daf496c58a8c52083df09b80c860005194014c3698698d1a57cbcfa182142a3a"},
+    {file = "PyYAML-6.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:d4b0ba9512519522b118090257be113b9468d804b19d63c71dbcf4a48fa32358"},
+    {file = "PyYAML-6.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:81957921f441d50af23654aa6c5e5eaf9b06aba7f0a19c18a538dc7ef291c5a1"},
+    {file = "PyYAML-6.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:afa17f5bc4d1b10afd4466fd3a44dc0e245382deca5b3c353d8b757f9e3ecb8d"},
+    {file = "PyYAML-6.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dbad0e9d368bb989f4515da330b88a057617d16b6a8245084f1b05400f24609f"},
+    {file = "PyYAML-6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:432557aa2c09802be39460360ddffd48156e30721f5e8d917f01d31694216782"},
+    {file = "PyYAML-6.0-cp311-cp311-win32.whl", hash = "sha256:bfaef573a63ba8923503d27530362590ff4f576c626d86a9fed95822a8255fd7"},
+    {file = "PyYAML-6.0-cp311-cp311-win_amd64.whl", hash = "sha256:01b45c0191e6d66c470b6cf1b9531a771a83c1c4208272ead47a3ae4f2f603bf"},
+    {file = "PyYAML-6.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:897b80890765f037df3403d22bab41627ca8811ae55e9a722fd0392850ec4d86"},
+    {file = "PyYAML-6.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:50602afada6d6cbfad699b0c7bb50d5ccffa7e46a3d738092afddc1f9758427f"},
+    {file = "PyYAML-6.0-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:48c346915c114f5fdb3ead70312bd042a953a8ce5c7106d5bfb1a5254e47da92"},
+    {file = "PyYAML-6.0-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:98c4d36e99714e55cfbaaee6dd5badbc9a1ec339ebfc3b1f52e293aee6bb71a4"},
+    {file = "PyYAML-6.0-cp36-cp36m-win32.whl", hash = "sha256:0283c35a6a9fbf047493e3a0ce8d79ef5030852c51e9d911a27badfde0605293"},
+    {file = "PyYAML-6.0-cp36-cp36m-win_amd64.whl", hash = "sha256:07751360502caac1c067a8132d150cf3d61339af5691fe9e87803040dbc5db57"},
+    {file = "PyYAML-6.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:819b3830a1543db06c4d4b865e70ded25be52a2e0631ccd2f6a47a2822f2fd7c"},
+    {file = "PyYAML-6.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:473f9edb243cb1935ab5a084eb238d842fb8f404ed2193a915d1784b5a6b5fc0"},
+    {file = "PyYAML-6.0-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0ce82d761c532fe4ec3f87fc45688bdd3a4c1dc5e0b4a19814b9009a29baefd4"},
+    {file = "PyYAML-6.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:231710d57adfd809ef5d34183b8ed1eeae3f76459c18fb4a0b373ad56bedcdd9"},
+    {file = "PyYAML-6.0-cp37-cp37m-win32.whl", hash = "sha256:c5687b8d43cf58545ade1fe3e055f70eac7a5a1a0bf42824308d868289a95737"},
+    {file = "PyYAML-6.0-cp37-cp37m-win_amd64.whl", hash = "sha256:d15a181d1ecd0d4270dc32edb46f7cb7733c7c508857278d3d378d14d606db2d"},
+    {file = "PyYAML-6.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:0b4624f379dab24d3725ffde76559cff63d9ec94e1736b556dacdfebe5ab6d4b"},
+    {file = "PyYAML-6.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:213c60cd50106436cc818accf5baa1aba61c0189ff610f64f4a3e8c6726218ba"},
+    {file = "PyYAML-6.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9fa600030013c4de8165339db93d182b9431076eb98eb40ee068700c9c813e34"},
+    {file = "PyYAML-6.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:277a0ef2981ca40581a47093e9e2d13b3f1fbbeffae064c1d21bfceba2030287"},
+    {file = "PyYAML-6.0-cp38-cp38-win32.whl", hash = "sha256:d4eccecf9adf6fbcc6861a38015c2a64f38b9d94838ac1810a9023a0609e1b78"},
+    {file = "PyYAML-6.0-cp38-cp38-win_amd64.whl", hash = "sha256:1e4747bc279b4f613a09eb64bba2ba602d8a6664c6ce6396a4d0cd413a50ce07"},
+    {file = "PyYAML-6.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:055d937d65826939cb044fc8c9b08889e8c743fdc6a32b33e2390f66013e449b"},
+    {file = "PyYAML-6.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:e61ceaab6f49fb8bdfaa0f92c4b57bcfbea54c09277b1b4f7ac376bfb7a7c174"},
+    {file = "PyYAML-6.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d67d839ede4ed1b28a4e8909735fc992a923cdb84e618544973d7dfc71540803"},
+    {file = "PyYAML-6.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cba8c411ef271aa037d7357a2bc8f9ee8b58b9965831d9e51baf703280dc73d3"},
+    {file = "PyYAML-6.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:40527857252b61eacd1d9af500c3337ba8deb8fc298940291486c465c8b46ec0"},
+    {file = "PyYAML-6.0-cp39-cp39-win32.whl", hash = "sha256:b5b9eccad747aabaaffbc6064800670f0c297e52c12754eb1d976c57e4f74dcb"},
+    {file = "PyYAML-6.0-cp39-cp39-win_amd64.whl", hash = "sha256:b3d267842bf12586ba6c734f89d1f5b871df0273157918b0ccefa29deb05c21c"},
+    {file = "PyYAML-6.0.tar.gz", hash = "sha256:68fb519c14306fec9720a2a5b45bc9f0c8d1b9c72adf45c37baedfcd949c35a2"},
+]
+requests = [
+    {file = "requests-2.28.1-py3-none-any.whl", hash = "sha256:8fefa2a1a1365bf5520aac41836fbee479da67864514bdb821f31ce07ce65349"},
+    {file = "requests-2.28.1.tar.gz", hash = "sha256:7c5599b102feddaa661c826c56ab4fee28bfd17f5abca1ebbe3e7f19d7c97983"},
+]
+responses = [
+    {file = "responses-0.18.0-py3-none-any.whl", hash = "sha256:15c63ad16de13ee8e7182d99c9334f64fd81f1ee79f90748d527c28f7ca9dd51"},
+    {file = "responses-0.18.0.tar.gz", hash = "sha256:380cad4c1c1dc942e5e8a8eaae0b4d4edf708f4f010db8b7bcfafad1fcd254ff"},
+]
+six = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
+text-unidecode = [
+    {file = "text-unidecode-1.3.tar.gz", hash = "sha256:bad6603bb14d279193107714b288be206cac565dfa49aa5b105294dd5c4aab93"},
+    {file = "text_unidecode-1.3-py2.py3-none-any.whl", hash = "sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8"},
+]
+tqdm = [
+    {file = "tqdm-4.64.1-py2.py3-none-any.whl", hash = "sha256:6fee160d6ffcd1b1c68c65f14c829c22832bc401726335ce92c52d395944a6a1"},
+    {file = "tqdm-4.64.1.tar.gz", hash = "sha256:5f4f682a004951c1b450bc753c710e9280c5746ce6ffedee253ddbcbf54cf1e4"},
+]
+typing-extensions = [
+    {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
+    {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
+]
+urllib3 = [
+    {file = "urllib3-1.26.12-py2.py3-none-any.whl", hash = "sha256:b930dd878d5a8afb066a637fbb35144fe7901e3b209d1cd4f524bd0e9deee997"},
+    {file = "urllib3-1.26.12.tar.gz", hash = "sha256:3fa96cf423e6987997fc326ae8df396db2a8b7c667747d47ddd8ecba91f4a74e"},
+]
+xxhash = [
+    {file = "xxhash-3.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:219cba13991fd73cf21a5efdafa5056f0ae0b8f79e5e0112967e3058daf73eea"},
+    {file = "xxhash-3.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3fcbb846af15eff100c412ae54f4974ff277c92eacd41f1ec7803a64fd07fa0c"},
+    {file = "xxhash-3.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f475fa817ff7955fc118fc1ca29a6e691d329b7ff43f486af36c22dbdcff1db"},
+    {file = "xxhash-3.0.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9200a90f02ff6fd5fb63dea107842da71d8626d99b768fd31be44f3002c60bbe"},
+    {file = "xxhash-3.0.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a1403e4f551c9ef7bcef09af55f1adb169f13e4de253db0887928e5129f87af1"},
+    {file = "xxhash-3.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fa7f6ca53170189a2268c83af0980e6c10aae69e6a5efa7ca989f89fff9f8c02"},
+    {file = "xxhash-3.0.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5b63fbeb6d9c93d50ae0dc2b8a8b7f52f2de19e40fe9edc86637bfa5743b8ba2"},
+    {file = "xxhash-3.0.0-cp310-cp310-win32.whl", hash = "sha256:31f25efd10b6f1f6d5c34cd231986d8aae9a42e042daa90b783917f170807869"},
+    {file = "xxhash-3.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:807e88ed56e0fb347cb57d5bf44851f9878360fed700f2f63e622ef4eede87a5"},
+    {file = "xxhash-3.0.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:6d612c55a75d84d25898f6c5ad6a589aa556d1cb9af770b6c574ee62995167f6"},
+    {file = "xxhash-3.0.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6f9309fcaf73f93df3101f03a61dc30644adff3e8d0044fff8c0c195dbbe63e2"},
+    {file = "xxhash-3.0.0-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a2273fe40720e86346a17f06ef95cd60ee0d66ffce7cf55e390ef7350112b16d"},
+    {file = "xxhash-3.0.0-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fc6f3a334587c83c5ba56c19b254a97542ce1fc05ccfd66fbf568e6117718d65"},
+    {file = "xxhash-3.0.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:36cf410da5bfcca51ac3c2c51a3317dcd7af91f70fa61eca57fba39554f06ae3"},
+    {file = "xxhash-3.0.0-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:21752a3e9a2391d91bd51f4aa2fe028ae14ba6a8d37db9ebe00ccac10be5ac4a"},
+    {file = "xxhash-3.0.0-cp36-cp36m-win32.whl", hash = "sha256:322068a063ef156455a401ab720f0892f2d2dd1540c1a308e95a7cbf356df51c"},
+    {file = "xxhash-3.0.0-cp36-cp36m-win_amd64.whl", hash = "sha256:2984fa9a880587c0bfa46d32717b2d209863ee68727ea0fc17f05fce25efa692"},
+    {file = "xxhash-3.0.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:6493dd938b360235da81b1c79d8cd048c4f11977e1159b4e744c54f98d3a7bb4"},
+    {file = "xxhash-3.0.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb9eca32f9b4acc7149db2c86f8108167b9929b7da1887d4287a90cfdb3ea53a"},
+    {file = "xxhash-3.0.0-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f4125e70e4e1d79992d81de837a0586aa0241665dbc5ce01b9c89330ed5cbb66"},
+    {file = "xxhash-3.0.0-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:583bea142569485bdb0c5900e804058c16edba1850b74519688c22bc546e6175"},
+    {file = "xxhash-3.0.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f3adf2891acc18abacd15113e9cbbefd30e5f4ecaae32c23e5486fc09c76ea5"},
+    {file = "xxhash-3.0.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ed65a2671d380ae05262ce1e4ccc2b63f3c30506d207bf6fae8cd72be0ad65d4"},
+    {file = "xxhash-3.0.0-cp37-cp37m-win32.whl", hash = "sha256:c604b3dcac9d37e3fceaa11884927024953260cc4224d9b89400d16e6cf34021"},
+    {file = "xxhash-3.0.0-cp37-cp37m-win_amd64.whl", hash = "sha256:1c6fc59e182506496544bc6d426bcf6077066ed1b40cfcd937f707cc06c7ef50"},
+    {file = "xxhash-3.0.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5628375dbb76d33b93b44854a6c5433e2a78115e03ea2ae1bb74a34ab012a43f"},
+    {file = "xxhash-3.0.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:687aa4373690f23a3f43cc23d81005304d284ff6c041bff1f967664ab6410f36"},
+    {file = "xxhash-3.0.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9fa2100fb68b163e99370561c9e29ed37b9153fe99443600bea28829150eb0e4"},
+    {file = "xxhash-3.0.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:891d7651431a055f76fe2c8f86c593c3dede8ec5b10ca55e8ff5c9fdceb55f0b"},
+    {file = "xxhash-3.0.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:197c32d7b62be02957ca31aa69febadf9c5a34ef953053ea16e2c72465bc450f"},
+    {file = "xxhash-3.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:91fa4df41bda3cbec4084d9696028780b47128c1f8450d1ad9c3e4b6bf8b1f99"},
+    {file = "xxhash-3.0.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4cd38b766fc40e9fe37b80112656d2e5a0cb2f9bc12e01b286353b5ecd2768e8"},
+    {file = "xxhash-3.0.0-cp38-cp38-win32.whl", hash = "sha256:4258ef78f5a7d1f9c595846134c7d81a868c74942051453258eb383498662d4d"},
+    {file = "xxhash-3.0.0-cp38-cp38-win_amd64.whl", hash = "sha256:b82b1cf4407ad908e04e864473cc3baa8e764c7bbebea959150764cc681a1611"},
+    {file = "xxhash-3.0.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:da4d91e28418469b29eed8635c08af28b588e51cd04288bed1ba1cf60f2d91f6"},
+    {file = "xxhash-3.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:48aab36169b0c00e586cb4eb2814ab8bfed686933126019906f917ff9a78c99e"},
+    {file = "xxhash-3.0.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0b0d522570c9ccea6203b3d96ac7f0cfc1d29e613640475d513be432545c48cc"},
+    {file = "xxhash-3.0.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d6054434ddb060685e86e7457f52d188b0886834baaa532f9f78b4f2b53cfd9b"},
+    {file = "xxhash-3.0.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cbf546ca5f5903ceeb46d9e6abf81f3a64edb95bb7dbe0f75283eec93a7eb2a0"},
+    {file = "xxhash-3.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:22704f23f23ccbe892cee3e7568c67f07ac25beaa2d1cff183274005d9d39149"},
+    {file = "xxhash-3.0.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:83198e223bcc4b2418b5282ac930e444738c2a33859dee4e570b25c8433d83a2"},
+    {file = "xxhash-3.0.0-cp39-cp39-win32.whl", hash = "sha256:3bcd4cd9b22293ea1c08822518fbb6d933c2960d66662d468a1945a45cace194"},
+    {file = "xxhash-3.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:f5dd4c37da3408d56ae942dc103f4ae3b43510daa4f5accd0a411fc6e914f10a"},
+    {file = "xxhash-3.0.0-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:485f172abc03f78afd4f38dbdbb5665f59c5487126fa4c3181c6582cda4de03b"},
+    {file = "xxhash-3.0.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:035248b3d7ab6deb7b247278494d293b9faccfa853078319d25e2926f566b2f8"},
+    {file = "xxhash-3.0.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b30ae90c0cfd10ffe852c6b0f263253782eea74a8189d5f2440f6595c1e8047e"},
+    {file = "xxhash-3.0.0-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8fd203d8a3c013e679722047ef4f061f690c6cff49380622444bca4c30f3bf23"},
+    {file = "xxhash-3.0.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:6d60059aaef12a01c0cc24f1d7aaaab7933ae9f4b7adfd9ebbd37dc7ceac1745"},
+    {file = "xxhash-3.0.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:676c97bf7cc298b65eec0368c2cb5611d87a8e876930843311ca728f69292752"},
+    {file = "xxhash-3.0.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2245c6e20e96e3f8fdfb61ad6bc5cde6ce8a1c2b93aa4a32a27bba7ab3aeaf12"},
+    {file = "xxhash-3.0.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2ae926a52d020085a2d7f69d0e2155cbf819ae409f2e5dbb345dd40a6462de32"},
+    {file = "xxhash-3.0.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0a2efdcb811be3edc520b78364c11a1e54f5d8e5db895a9ff2bcdd4a7ffa36a5"},
+    {file = "xxhash-3.0.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:885b3a851980056707ab99a2c19c35dfe2c2ba5f602066dbfcd8af45ea855760"},
+    {file = "xxhash-3.0.0.tar.gz", hash = "sha256:30b2d97aaf11fb122023f6b44ebb97c6955e9e00d7461a96415ca030b5ceb9c7"},
+]
+yarl = [
+    {file = "yarl-1.8.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:abc06b97407868ef38f3d172762f4069323de52f2b70d133d096a48d72215d28"},
+    {file = "yarl-1.8.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:07b21e274de4c637f3e3b7104694e53260b5fc10d51fb3ec5fed1da8e0f754e3"},
+    {file = "yarl-1.8.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9de955d98e02fab288c7718662afb33aab64212ecb368c5dc866d9a57bf48880"},
+    {file = "yarl-1.8.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7ec362167e2c9fd178f82f252b6d97669d7245695dc057ee182118042026da40"},
+    {file = "yarl-1.8.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:20df6ff4089bc86e4a66e3b1380460f864df3dd9dccaf88d6b3385d24405893b"},
+    {file = "yarl-1.8.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5999c4662631cb798496535afbd837a102859568adc67d75d2045e31ec3ac497"},
+    {file = "yarl-1.8.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ed19b74e81b10b592084a5ad1e70f845f0aacb57577018d31de064e71ffa267a"},
+    {file = "yarl-1.8.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1e4808f996ca39a6463f45182e2af2fae55e2560be586d447ce8016f389f626f"},
+    {file = "yarl-1.8.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:2d800b9c2eaf0684c08be5f50e52bfa2aa920e7163c2ea43f4f431e829b4f0fd"},
+    {file = "yarl-1.8.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:6628d750041550c5d9da50bb40b5cf28a2e63b9388bac10fedd4f19236ef4957"},
+    {file = "yarl-1.8.1-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:f5af52738e225fcc526ae64071b7e5342abe03f42e0e8918227b38c9aa711e28"},
+    {file = "yarl-1.8.1-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:76577f13333b4fe345c3704811ac7509b31499132ff0181f25ee26619de2c843"},
+    {file = "yarl-1.8.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:0c03f456522d1ec815893d85fccb5def01ffaa74c1b16ff30f8aaa03eb21e453"},
+    {file = "yarl-1.8.1-cp310-cp310-win32.whl", hash = "sha256:ea30a42dc94d42f2ba4d0f7c0ffb4f4f9baa1b23045910c0c32df9c9902cb272"},
+    {file = "yarl-1.8.1-cp310-cp310-win_amd64.whl", hash = "sha256:9130ddf1ae9978abe63808b6b60a897e41fccb834408cde79522feb37fb72fb0"},
+    {file = "yarl-1.8.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:0ab5a138211c1c366404d912824bdcf5545ccba5b3ff52c42c4af4cbdc2c5035"},
+    {file = "yarl-1.8.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a0fb2cb4204ddb456a8e32381f9a90000429489a25f64e817e6ff94879d432fc"},
+    {file = "yarl-1.8.1-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:85cba594433915d5c9a0d14b24cfba0339f57a2fff203a5d4fd070e593307d0b"},
+    {file = "yarl-1.8.1-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1ca7e596c55bd675432b11320b4eacc62310c2145d6801a1f8e9ad160685a231"},
+    {file = "yarl-1.8.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d0f77539733e0ec2475ddcd4e26777d08996f8cd55d2aef82ec4d3896687abda"},
+    {file = "yarl-1.8.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:29e256649f42771829974e742061c3501cc50cf16e63f91ed8d1bf98242e5507"},
+    {file = "yarl-1.8.1-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:7fce6cbc6c170ede0221cc8c91b285f7f3c8b9fe28283b51885ff621bbe0f8ee"},
+    {file = "yarl-1.8.1-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:59ddd85a1214862ce7c7c66457f05543b6a275b70a65de366030d56159a979f0"},
+    {file = "yarl-1.8.1-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:12768232751689c1a89b0376a96a32bc7633c08da45ad985d0c49ede691f5c0d"},
+    {file = "yarl-1.8.1-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:b19255dde4b4f4c32e012038f2c169bb72e7f081552bea4641cab4d88bc409dd"},
+    {file = "yarl-1.8.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:6c8148e0b52bf9535c40c48faebb00cb294ee577ca069d21bd5c48d302a83780"},
+    {file = "yarl-1.8.1-cp37-cp37m-win32.whl", hash = "sha256:de839c3a1826a909fdbfe05f6fe2167c4ab033f1133757b5936efe2f84904c07"},
+    {file = "yarl-1.8.1-cp37-cp37m-win_amd64.whl", hash = "sha256:dd032e8422a52e5a4860e062eb84ac94ea08861d334a4bcaf142a63ce8ad4802"},
+    {file = "yarl-1.8.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:19cd801d6f983918a3f3a39f3a45b553c015c5aac92ccd1fac619bd74beece4a"},
+    {file = "yarl-1.8.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6347f1a58e658b97b0a0d1ff7658a03cb79bdbda0331603bed24dd7054a6dea1"},
+    {file = "yarl-1.8.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:7c0da7e44d0c9108d8b98469338705e07f4bb7dab96dbd8fa4e91b337db42548"},
+    {file = "yarl-1.8.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5587bba41399854703212b87071c6d8638fa6e61656385875f8c6dff92b2e461"},
+    {file = "yarl-1.8.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:31a9a04ecccd6b03e2b0e12e82131f1488dea5555a13a4d32f064e22a6003cfe"},
+    {file = "yarl-1.8.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:205904cffd69ae972a1707a1bd3ea7cded594b1d773a0ce66714edf17833cdae"},
+    {file = "yarl-1.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ea513a25976d21733bff523e0ca836ef1679630ef4ad22d46987d04b372d57fc"},
+    {file = "yarl-1.8.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d0b51530877d3ad7a8d47b2fff0c8df3b8f3b8deddf057379ba50b13df2a5eae"},
+    {file = "yarl-1.8.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:d2b8f245dad9e331540c350285910b20dd913dc86d4ee410c11d48523c4fd546"},
+    {file = "yarl-1.8.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:ab2a60d57ca88e1d4ca34a10e9fb4ab2ac5ad315543351de3a612bbb0560bead"},
+    {file = "yarl-1.8.1-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:449c957ffc6bc2309e1fbe67ab7d2c1efca89d3f4912baeb8ead207bb3cc1cd4"},
+    {file = "yarl-1.8.1-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:a165442348c211b5dea67c0206fc61366212d7082ba8118c8c5c1c853ea4d82e"},
+    {file = "yarl-1.8.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:b3ded839a5c5608eec8b6f9ae9a62cb22cd037ea97c627f38ae0841a48f09eae"},
+    {file = "yarl-1.8.1-cp38-cp38-win32.whl", hash = "sha256:c1445a0c562ed561d06d8cbc5c8916c6008a31c60bc3655cdd2de1d3bf5174a0"},
+    {file = "yarl-1.8.1-cp38-cp38-win_amd64.whl", hash = "sha256:56c11efb0a89700987d05597b08a1efcd78d74c52febe530126785e1b1a285f4"},
+    {file = "yarl-1.8.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:e80ed5a9939ceb6fda42811542f31c8602be336b1fb977bccb012e83da7e4936"},
+    {file = "yarl-1.8.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6afb336e23a793cd3b6476c30f030a0d4c7539cd81649683b5e0c1b0ab0bf350"},
+    {file = "yarl-1.8.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4c322cbaa4ed78a8aac89b2174a6df398faf50e5fc12c4c191c40c59d5e28357"},
+    {file = "yarl-1.8.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fae37373155f5ef9b403ab48af5136ae9851151f7aacd9926251ab26b953118b"},
+    {file = "yarl-1.8.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5395da939ffa959974577eff2cbfc24b004a2fb6c346918f39966a5786874e54"},
+    {file = "yarl-1.8.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:076eede537ab978b605f41db79a56cad2e7efeea2aa6e0fa8f05a26c24a034fb"},
+    {file = "yarl-1.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d1a50e461615747dd93c099f297c1994d472b0f4d2db8a64e55b1edf704ec1c"},
+    {file = "yarl-1.8.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7de89c8456525650ffa2bb56a3eee6af891e98f498babd43ae307bd42dca98f6"},
+    {file = "yarl-1.8.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:4a88510731cd8d4befaba5fbd734a7dd914de5ab8132a5b3dde0bbd6c9476c64"},
+    {file = "yarl-1.8.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:2d93a049d29df172f48bcb09acf9226318e712ce67374f893b460b42cc1380ae"},
+    {file = "yarl-1.8.1-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:21ac44b763e0eec15746a3d440f5e09ad2ecc8b5f6dcd3ea8cb4773d6d4703e3"},
+    {file = "yarl-1.8.1-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:d0272228fabe78ce00a3365ffffd6f643f57a91043e119c289aaba202f4095b0"},
+    {file = "yarl-1.8.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:99449cd5366fe4608e7226c6cae80873296dfa0cde45d9b498fefa1de315a09e"},
+    {file = "yarl-1.8.1-cp39-cp39-win32.whl", hash = "sha256:8b0af1cf36b93cee99a31a545fe91d08223e64390c5ecc5e94c39511832a4bb6"},
+    {file = "yarl-1.8.1-cp39-cp39-win_amd64.whl", hash = "sha256:de49d77e968de6626ba7ef4472323f9d2e5a56c1d85b7c0e2a190b2173d3b9be"},
+    {file = "yarl-1.8.1.tar.gz", hash = "sha256:af887845b8c2e060eb5605ff72b6f2dd2aab7a761379373fd89d314f4752abbf"},
+]

pyproject.toml

@@ -0,0 +1,17 @@
+[tool.poetry]
+name = "cross_domain_reviews"
+version = "0.1.0"
+description = "Hugging face dataset combining a bunch of review datasets from different domains"
+authors = ["Frankie Robertson <[email protected]>"]
+license = "Apache-v2"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.8"
+datasets = "^2.5.2"
+more-itertools = "^8.14.0"
+kaggle = "^1.5.12"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"