[BUG] Can't get pool which has specified 'experimental group' parameter in audience filter settings

Observed behavior

Hello! I'm trying to get pool info using get_pool() method (https://toloka.ai/en/docs/toloka-kit/reference/toloka.client.TolokaClient.get_pool). Script crashes with an error: IterableValidationError: While structuring typing.List[toloka.client.filter.FilterCondition] (1 sub-exception).

It happens in case when pool has specified "experimental group" parameter in audience filter settings: audience_filter_settings

If I don't specify "experimental group" parameter in pool settings then get_pool() method works properly without any crashes.

Expected behavior

get_pool() works properly without any crashes, and returns Pool object.

Python Version

3.8

Toloka-Kit Version

1.1.1

Other Packages Versions

absl-py aiohttp aiosignal anyio appdirs==1.4.4 argcomplete argon2-cffi argon2-cffi-bindings astor==0.8.1 astroid asttokens astunparse==1.6.3 async-timeout attrs audioread autopep8 Babel backcall bayesian-optimization beautifulsoup4 bleach blinker==1.4 blis bokeh boto==2.49.0 brotlipy==0.7.0 cachetools catalogue catboost category-encoders cattrs==22.1.0 certifi cffi chardet charset-normalizer click cloudpickle colorama conda==22.9.0 conda-content-trust conda-package-handling conda-token crcmod cryptography cssselect==1.1.0 cssutils cudf==0.19.2 cupy cx-Oracle cycler cymem Cython cytoolz==0.11.0 dask dask-cuda==21.8.0 dask-cudf==0.19.2 dask-glm==0.2.0 dask-labextension==5.3.0 dask-ml debugpy decorator defusedxml dill distributed docstring-parser==0.15 emails en-core-web-sm entrypoints exceptiongroup==1.1.0 executing fastavro fasteners fastjsonschema fastrlock==0.6 fasttext filelock findspark flake8 flatbuffers frozenlist fsspec funcy future==0.18.2 gast gcs-oauth2-boto-plugin gensim gitdb==4.0.9 GitPython==3.1.29 google-api-core google-apitools google-auth google-auth-oauthlib google-cloud-bigquery==1.22.0 google-cloud-core google-cloud-storage google-pasta google-reauth google-resumable-media googleapis-common-protos grpcio gsutil h11==0.14.0 h5py HeapDict httpcore==0.16.3 httplib2 httpx==0.23.3 huggingface-hub hyperopt idna imagecodecs imageio implicit importlib-metadata importlib-resources ipykernel ipyparallel ipython ipython-genutils isort jedi==0.17.0 Jinja2 joblib json5 jsonschema jupyter-client jupyter-contrib-core jupyter-contrib-nbextensions jupyter-core jupyter-highlight-selected-word jupyter-kernel-gateway==2.5.1 jupyter-latex-envs jupyter-lsp jupyter-nbextensions-configurator jupyter-resource-usage jupyter-server jupyter-server-mathjax==0.2.6 jupyter-server-proxy jupyterlab jupyterlab-execute-time jupyterlab-git==0.39.3 jupyterlab-lsp jupyterlab-pygments jupyterlab-server jupyterlab-system-monitor jupyterlab-templates==0.3.1 jupyterlab-topbar Keras Keras-Preprocessing kiwisolver langcodes lazy-object-proxy lckr-jupyterlab-variableinspector==3.0.9 librosa lightfm line-profiler==3.5.1 llvmlite==0.38.0 locket lxml==4.5.1 Markdown MarkupSafe matplotlib matplotlib-inline mccabe==0.6.1 metakernel mistune==0.8.4 mkl-fft==1.3.1 mkl-random mkl-service==2.4.0 mock monotonic==1.5 msgpack multidict multipledispatch==0.6.0 murmurhash nbclassic nbclient nbconvert nbdime==3.1.1 nbformat nest-asyncio networkx nltk notebook numba numexpr numpy nvtx oauth2client==4.1.3 oauthlib opt-einsum packaging pandas==1.2.4 pandocfilters parso partd pathy patsy==0.5.2 pbr pexpect pickleshare Pillow==9.2.0 pkgutil-resolve-name platformdirs plotly pluggy pooch portalocker premailer preshed prometheus-client prompt-toolkit protobuf==3.14.0 psutil ptyprocess pure-eval py4j pyarrow==1.0.1 pyasn1 pyasn1-modules==0.2.8 pybind11==2.9.2 pycodestyle pycosat==0.6.3 pycparser pydantic==1.8.2 pydocstyle pyflakes Pygments PyJWT pykerberos==1.2.1 pyLDAvis pylint pymongo==3.12.0 PyMySQL pyngrok pynndescent pynvml pyOpenSSL pyparsing pyrsistent PySocks pyspark python-dateutil python-jsonrpc-server python-language-server pytorch-lightning pytz pyu2f PyWavelets PyYAML==6.0 pyzmq redis regex requests requests-oauthlib==1.3.0 resampy retry-decorator rfc3986==1.5.0 rmm==0.19.0 rope rsa ruamel-yaml-conda sacremoses sasl==0.2.1 scikit-image scikit-learn scipy seaborn selenium Send2Trash sentence-transformers sentencepiece==0.1.95 shap shellingham simpervisor simplejson==3.18.1 six slicer smart-open smmap==5.0.0 sniffio snowballstemmer sortedcontainers soundfile soupsieve spacy spacy-legacy spacy-loggers spylon==0.3.0 spylon-kernel==0.4.1 srsly stack-data statsmodels tblib tenacity tensorboard tensorboard-data-server tensorboard-plugin-wit tensorflow tensorflow-estimator tensorflow-hub==0.8.0 termcolor==1.1.0 terminado testpath thinc threadpoolctl thrift==0.15.0 thrift-sasl==0.4.2 tifffile tokenizers toloka-kit==1.1.1 toml tomli tomlkit toolz torch==1.8.1 torchvision==0.2.2 tornado tqdm traitlets transformers typer typing-extensions ujson umap-learn urllib3 wasabi wcwidth webencodings==0.5.1 websocket-client Werkzeug wordcloud wrapt xgboost xlrd yadisk==1.2.17 yapf yarl zict==2.1.0 zipp

Example code

import toloka.client as toloka

toloka_token_sandbox = 'token'
toloka_env_sandbox = 'SANDBOX'

toloka_client_sandbox = toloka.TolokaClient(toloka_token_sandbox, toloka_env_sandbox)

toloka_client_sandbox.get_pool(pool_id='1451087')

Relevant log output

---------------------------------------------------------------------------
IterableValidationError                   Traceback (most recent call last)
Input In [9], in <cell line: 2>()
      1 # project_id = 133289
----> 2 toloka_client_sandbox.get_pool(pool_id='1451087')

File ~/.local/lib/python3.8/site-packages/toloka/util/_managing_headers.py:72, in add_headers.<locals>.wrapper.<locals>.wrapped(*args, **kwargs)
     69 if top_level_method_var not in ctx:
     70     stack.enter_context(set_variable(top_level_method_var, func.__name__))
---> 72 return run_in_current_context(func, *args, **kwargs)

File ~/.local/lib/python3.8/site-packages/toloka/util/_managing_headers.py:99, in run_in_current_context(func, *args, **kwargs)
     93 def run_in_current_context(func, *args, **kwargs):
     94     """Runs the function using context state from the moment of calling run_in_current_context function.
     95 
     96     Unlike Context.run supports generators, async generators and functions that return an awaitable (e.g. coroutines).
     97     """
---> 99     result = func(*args, **kwargs)
    100     if inspect.isawaitable(result):
    101         # capture context by running inside task
    102         loop = asyncio.get_event_loop()

File ~/.local/lib/python3.8/site-packages/toloka/client/__init__.py:1558, in TolokaClient.get_pool(self, pool_id)
   1545 """Gets pool data from Toloka.
   1546 
   1547 Args:
   (...)
   1555     ...
   1556 """
   1557 response = self._request('get', f'/v1/pools/{pool_id}')
-> 1558 return structure(response, Pool)

File ~/.local/lib/python3.8/site-packages/cattrs/converters.py:281, in Converter.structure(self, obj, cl)
    278 def structure(self, obj: Any, cl: Type[T]) -> T:
    279     """Convert unstructured Python data structures to structured data."""
--> 281     return self._structure_func.dispatch(cl)(obj, cl)

File ~/.local/lib/python3.8/site-packages/toloka/client/_converter.py:17, in <lambda>(data, type_)
     10 from ..util._extendable_enum import ExtendableStrEnum
     13 converter = cattr.Converter()
     15 converter.register_structure_hook_func(
     16     lambda type_: hasattr(type_, 'structure'),
---> 17     lambda data, type_: type_.structure(data)  # type: ignore
     18 )
     19 converter.register_unstructure_hook_func(  # type: ignore
     20     lambda obj: hasattr(obj, 'unstructure'),
     21     lambda obj: obj.unstructure()  # type: ignore
     22 )
     25 converter.register_structure_hook(uuid.UUID, lambda data, type_: type_(data))  # type: ignore

File ~/.local/lib/python3.8/site-packages/toloka/client/primitives/base.py:284, in BaseTolokaObject.structure(cls, data)
    282     value = data.pop(key)
    283     if field.type is not None:
--> 284         value = converter.structure(value, field.type)
    286     kwargs[field.name] = value
    288 obj = cls(**kwargs)

File ~/.local/lib/python3.8/site-packages/cattrs/converters.py:281, in Converter.structure(self, obj, cl)
    278 def structure(self, obj: Any, cl: Type[T]) -> T:
    279     """Convert unstructured Python data structures to structured data."""
--> 281     return self._structure_func.dispatch(cl)(obj, cl)

File ~/.local/lib/python3.8/site-packages/cattrs/converters.py:531, in Converter._structure_optional(self, obj, union)
    529 other = union_params[0] if union_params[1] is NoneType else union_params[1]
    530 # We can't actually have a Union of a Union, so this is safe.
--> 531 return self._structure_func.dispatch(other)(obj, other)

File ~/.local/lib/python3.8/site-packages/toloka/client/_converter.py:17, in <lambda>(data, type_)
     10 from ..util._extendable_enum import ExtendableStrEnum
     13 converter = cattr.Converter()
     15 converter.register_structure_hook_func(
     16     lambda type_: hasattr(type_, 'structure'),
---> 17     lambda data, type_: type_.structure(data)  # type: ignore
     18 )
     19 converter.register_unstructure_hook_func(  # type: ignore
     20     lambda obj: hasattr(obj, 'unstructure'),
     21     lambda obj: obj.unstructure()  # type: ignore
     22 )
     25 converter.register_structure_hook(uuid.UUID, lambda data, type_: type_(data))  # type: ignore

File ~/.local/lib/python3.8/site-packages/toloka/client/filter.py:88, in FilterCondition.structure(cls, data)
     86     return FilterOr.structure(data)
     87 if 'and' in data:
---> 88     return FilterAnd.structure(data)
     89 else:
     90     return Condition.structure(data)

File ~/.local/lib/python3.8/site-packages/toloka/client/filter.py:144, in FilterAnd.structure(cls, data)
    142 @classmethod
    143 def structure(cls, data):
--> 144     return super(FilterCondition, cls).structure(data)

File ~/.local/lib/python3.8/site-packages/toloka/client/primitives/base.py:284, in BaseTolokaObject.structure(cls, data)
    282     value = data.pop(key)
    283     if field.type is not None:
--> 284         value = converter.structure(value, field.type)
    286     kwargs[field.name] = value
    288 obj = cls(**kwargs)

File ~/.local/lib/python3.8/site-packages/cattrs/converters.py:281, in Converter.structure(self, obj, cl)
    278 def structure(self, obj: Any, cl: Type[T]) -> T:
    279     """Convert unstructured Python data structures to structured data."""
--> 281     return self._structure_func.dispatch(cl)(obj, cl)

File ~/.local/lib/python3.8/site-packages/cattrs/converters.py:470, in Converter._structure_list(self, obj, cl)
    468             ix += 1
    469     if errors:
--> 470         raise IterableValidationError(
    471             f"While structuring {cl!r}", errors, cl
    472         )
    473 else:
    474     res = [handler(e, elem_type) for e in obj]

IterableValidationError: While structuring typing.List[toloka.client.filter.FilterCondition] (1 sub-exception)

Toloka / toloka-kit