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‎.pre-commit-config.yaml

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- id: python-check-mock-methods
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- id: python-no-log-warn
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- id: text-unicode-replacement-char
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- repo: https://github.com/asottile/reorder-python-imports
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rev: v3.12.0
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hooks:
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- id: reorder-python-imports
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args: [--py38-plus, --add-import, 'from __future__ import annotations']
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exclude: ^(docs_src/)
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- repo: https://github.com/asottile/reorder-python-imports
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rev: v3.12.0
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hooks:
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- id: reorder-python-imports
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args: [--py38-plus]
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files: ^(docs_src/)
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# - repo: https://github.com/tox-dev/pyproject-fmt
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# rev: 1.2.0
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# hooks:
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hooks:
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- id: sort-all
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- repo: https://github.com/astral-sh/ruff-pre-commit
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rev: v0.2.2
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rev: v0.3.1
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hooks:
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- id: ruff-format
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- id: ruff
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]
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files: (docs/.)
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- repo: https://github.com/nbQA-dev/nbQA
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rev: 1.7.1
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rev: 1.8.4
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hooks:
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- id: nbqa-black
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- id: nbqa-isort

‎docs/source/conf.py

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documentation: https://www.sphinx-doc.org/en/master/usage/configuration.html
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"""
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from __future__ import annotations
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import inspect

‎docs_src/how_to_guides/bp_scaling_tasks_1.py

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from my_project.config import BLD
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from my_project.config import SRC
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DATA = {
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"data_0": {"subset": "subset_1"},
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"data_1": {"subset": "subset_2"},

‎docs_src/how_to_guides/bp_scaling_tasks_3.py

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from my_project.config import BLD
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from my_project.data_preparation.config import DATA
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_MODELS = ["linear_probability", "logistic_model", "decision_tree"]
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‎docs_src/how_to_guides/bp_structure_of_task_files.py

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df.to_pickle(path_to_census)
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def _clean_data(df: pd.DataFrame) -> None:
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...
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def _clean_data(df: pd.DataFrame) -> None: ...
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def _create_new_variables(df: pd.DataFrame) -> None:
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...
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def _create_new_variables(df: pd.DataFrame) -> None: ...

‎docs_src/how_to_guides/interfaces/dependencies_annotation.py

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from pytask import PathNode
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def task_example(path: Annotated[Path, PathNode(path=Path("input.txt"))]) -> None:
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...
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def task_example(path: Annotated[Path, PathNode(path=Path("input.txt"))]) -> None: ...

‎docs_src/how_to_guides/interfaces/dependencies_default.py

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from pathlib import Path
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def task_example(path: Path = Path("input.txt")) -> None:
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...
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def task_example(path: Path = Path("input.txt")) -> None: ...

‎docs_src/how_to_guides/interfaces/dependencies_task_kwargs.py

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@task(kwargs={"path": Path("input.txt")})
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def task_example(path: Path) -> None:
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...
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def task_example(path: Path) -> None: ...

‎docs_src/how_to_guides/migrating_from_scripts_to_pytask_1.py

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# Content of task_data_management.py
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import pandas as pd
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df = pd.read_csv("data.csv")
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# Many operations.

‎docs_src/how_to_guides/remote_files/https.py

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from upath import UPath
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url = UPath("https://archive.ics.uci.edu/ml/machine-learning-databases/iris/iris.data")
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‎docs_src/how_to_guides/using_task_returns_example_2_task.py

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from pytask import task
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func = lambda *x: "This is the content of the text file."
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‎docs_src/how_to_guides/using_task_returns_example_3_task.py

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from pytask import task
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func = lambda *x: "This is the first content.", "This is the second content."
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‎docs_src/how_to_guides/using_task_returns_example_4_py310.py

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from pytask import PythonNode
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nodes = [
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{"first": PythonNode(name="dict1"), "second": PythonNode(name="dict2")},
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(PythonNode(name="tuple1"), PythonNode(name="tuple2")),

‎docs_src/how_to_guides/using_task_returns_example_4_py38.py

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from pytask import PythonNode
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from typing_extensions import Annotated
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nodes = [
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{"first": PythonNode(name="dict1"), "second": PythonNode(name="dict2")},
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(PythonNode(name="tuple1"), PythonNode(name="tuple2")),

‎docs_src/how_to_guides/using_task_returns_example_4_task.py

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from pytask import PythonNode
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from pytask import task
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nodes = [
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{"first": PythonNode(name="dict1"), "second": PythonNode(name="dict2")},
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(PythonNode(name="tuple1"), PythonNode(name="tuple2")),

‎docs_src/how_to_guides/writing_custom_nodes_example_2_py310.py

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from pytask import Product
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class PickleNode:
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...
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class PickleNode: ...
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in_node = PickleNode.from_path(Path(__file__).parent / "in.pkl")

‎docs_src/how_to_guides/writing_custom_nodes_example_2_py310_return.py

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import pandas as pd
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class PickleNode:
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...
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class PickleNode: ...
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in_node = PickleNode.from_path(Path(__file__).parent / "in.pkl")

‎docs_src/how_to_guides/writing_custom_nodes_example_2_py38.py

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from typing_extensions import Annotated
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class PickleNode:
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...
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class PickleNode: ...
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in_node = PickleNode.from_path(Path(__file__).parent / "in.pkl")

‎docs_src/how_to_guides/writing_custom_nodes_example_2_py38_return.py

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from typing_extensions import Annotated
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class PickleNode:
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...
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class PickleNode: ...
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in_node = PickleNode.from_path(Path(__file__).parent / "in.pkl")

‎docs_src/tutorials/defining_dependencies_products_multiple1_produces.py

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from my_project.config import BLD
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_PRODUCTS = {"first": BLD / "data_0.pkl", "second": BLD / "data_1.pkl"}
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def task_plot_data(
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path_to_data_0: Path = BLD / "data_0.pkl",
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path_to_data_1: Path = BLD / "data_1.pkl",
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produces: Dict[str, Path] = _PRODUCTS,
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/defining_dependencies_products_multiple1_py310.py

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path_to_data_1: Path = BLD / "data_1.pkl",
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path_to_plot_0: Annotated[Path, Product] = BLD / "plot_0.png",
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path_to_plot_1: Annotated[Path, Product] = BLD / "plot_1.png",
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/defining_dependencies_products_multiple1_py38.py

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path_to_data_1: Path = BLD / "data_1.pkl",
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path_to_plot_0: Annotated[Path, Product] = BLD / "plot_0.png",
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path_to_plot_1: Annotated[Path, Product] = BLD / "plot_1.png",
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/defining_dependencies_products_multiple2_produces.py

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def task_plot_data(
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path_to_data: dict[str, Path] = _DEPENDENCIES,
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produces: dict[str, Path] = _PRODUCTS,
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/defining_dependencies_products_multiple2_py310.py

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from my_project.config import BLD
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from pytask import Product
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_DEPENDENCIES = {"data_0": BLD / "data_0.pkl", "data_1": BLD / "data_1.pkl"}
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_PRODUCTS = {"plot_0": BLD / "plot_0.png", "plot_1": BLD / "plot_1.png"}
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def task_plot_data(
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path_to_data: dict[str, Path] = _DEPENDENCIES,
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path_to_plots: Annotated[dict[str, Path], Product] = _PRODUCTS,
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/defining_dependencies_products_multiple2_py38.py

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from pytask import Product
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_DEPENDENCIES = {"data_0": BLD / "data_0.pkl", "data_1": BLD / "data_1.pkl"}
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def task_plot_data(
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path_to_data: Dict[str, Path] = _DEPENDENCIES,
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path_to_plots: Annotated[Dict[str, Path], Product] = _PRODUCTS,
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/defining_dependencies_products_relative_produces.py

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from pathlib import Path
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def task_create_random_data(produces: Path = Path("../bld/data.pkl")) -> None:
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def task_create_random_data(produces: Path = Path("../bld/data.pkl")) -> None: ...

‎docs_src/tutorials/defining_dependencies_products_relative_py310.py

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def task_create_random_data(
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path_to_data: Annotated[Path, Product] = Path("../bld/data.pkl"),
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/defining_dependencies_products_relative_py38.py

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def task_create_random_data(
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path_to_data: Annotated[Path, Product] = Path("../bld/data.pkl"),
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/repeating_tasks_with_different_inputs1_produces.py

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from pytask import task
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@task
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def task_create_random_data(
109
produces: Path = Path(f"data_{seed}.pkl"), seed: int = seed
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/repeating_tasks_with_different_inputs1_py310.py

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from pytask import Product
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@task
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def task_create_random_data(
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path: Annotated[Path, Product] = Path(f"data_{seed}.pkl"), seed: int = seed
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/repeating_tasks_with_different_inputs1_py38.py

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from pytask import task
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@task
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def task_create_random_data(
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path: Annotated[Path, Product] = Path(f"data_{seed}.pkl"), seed: int = seed
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/repeating_tasks_with_different_inputs2_produces.py

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from my_project.config import SRC
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@task
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def task_create_random_data(
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path_to_parameters: Path = SRC / "parameters.yml",
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produces: Path = Path(f"data_{seed}.pkl"),
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seed: int = seed,
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) -> None:
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) -> None: ...

‎docs_src/tutorials/repeating_tasks_with_different_inputs2_py310.py

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from pytask import Product
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for seed in range(10):
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@task
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def task_create_random_data(
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path_to_parameters: Path = SRC / "parameters.yml",
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path_to_data: Annotated[Path, Product] = Path(f"data_{seed}.pkl"),
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seed: int = seed,
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/repeating_tasks_with_different_inputs2_py38.py

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from pytask import task
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for seed in range(10):
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@task
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def task_create_random_data(
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path_to_parameters: Path = SRC / "parameters.yml",
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path_to_data: Annotated[Path, Product] = Path(f"data_{seed}.pkl"),
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seed: int = seed,
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/repeating_tasks_with_different_inputs3_produces.py

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from pytask import task
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@task
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def task_create_random_data(
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produces: Path = Path(f"data_{seed[0]}.pkl"), seed: Tuple[int] = seed
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) -> None:
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...
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) -> None: ...

‎docs_src/tutorials/repeating_tasks_with_different_inputs3_py310.py

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from pytask import Product
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@task
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def task_create_random_data(
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seed: tuple[int] = seed,
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path_to_data: Annotated[Path, Product] = Path(f"data_{seed[0]}.pkl"),
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) -> None:
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...
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) -> None: ...

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