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Test typed_model utilities (#1208)
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* add tests

* Update tests/unit/utils/test_typed_model_utils.py

Co-authored-by: Felix Altenberger <felix@zenml.io>

* update spellings

Co-authored-by: Felix Altenberger <felix@zenml.io>
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strickvl and fa9r committed Jan 11, 2023
1 parent b667f56 commit 8da1b23
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4 changes: 4 additions & 0 deletions .pyspelling-ignore-words
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PYxx
PandasAnalyzer
PandasDatasource
PandasMaterializer
Paperspace
Parameterization
Parameterizing
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grpc
gserviceaccount
gsutil
gzip
hadoop
hardcoded
hasattr
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ir
isdir
isinstance
issubclass
istio
istioctl
iterable
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mixins
mkdir
mkdocs
mkdtemp
mlflow
mlmd
mlops
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39 changes: 39 additions & 0 deletions tests/unit/utils/test_typed_model_utils.py
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# Copyright (c) ZenML GmbH 2022. All Rights Reserved.
#
# 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:
#
# https://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.

from typing import Union

from pydantic import Field

from zenml.utils.typed_model import BaseTypedModel


def test_basetypedmodel_works():
"""Ensure that the type literal attribute is added to the model."""

class BluePill(BaseTypedModel):
a: int = 3

class RedPill(BaseTypedModel):
b: int = 2

class TheMatrix(BaseTypedModel):
choice: Union[BluePill, RedPill] = Field(..., discriminator="type")

matrix = TheMatrix(choice=RedPill())
d = matrix.dict()
new_matrix = TheMatrix.parse_obj(d)
assert isinstance(new_matrix.choice, RedPill)
assert new_matrix.choice.type
assert new_matrix.choice.type.endswith("RedPill")

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