data_designer.config.seed_source

Bases: pydantic.BaseModel, abc.ABC

Base class for seed dataset configurations.

All subclasses must define a seed_type field with a Literal value. This serves as a discriminated union discriminator.

Parameters:

Attributes:

Initialization:

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

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seed_type: str

Bases: data_designer.config.seed_source.SeedSource

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seed_type: typing.Literal[local] = local

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_runtime_path: str | None = PrivateAttr(...)

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path: str = Field(...)

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validate_path(v: str) -> str

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model_post_init(__context: typing.Any) -> None

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runtime_path: str

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from_dataframe(
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    df: pandas.DataFrame,
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    path: str
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) -> typing_extensions.Self

Bases: data_designer.config.seed_source.SeedSource

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seed_type: typing.Literal[hf] = hf

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path: str = Field(...)

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token: str | None

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endpoint: str = https://huggingface.co

Bases: data_designer.config.seed_source.SeedSource, abc.ABC

Base class for seed sources backed by a directory of files.

Use this base when a seed reader needs to enumerate files under a directory on disk and turn each (or groups of them) into seed rows. Concrete plugin configs declare a Literal seed_type and pair with a FileSystemSeedReader implementation.

Parameters:

Attributes:

Initialization:

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

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_runtime_path: str | None = PrivateAttr(...)

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path: str = Field(...)

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file_pattern: str = Field(...)

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recursive: bool = Field(...)

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validate_path(value: str | None) -> str | None

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model_post_init(__context: typing.Any) -> None

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runtime_path: str

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validate_file_pattern(value: str | None) -> str | None

Bases: data_designer.config.seed_source.FileSystemSeedSource

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seed_type: typing.Literal[directory] = directory

Bases: data_designer.config.seed_source.FileSystemSeedSource

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seed_type: typing.Literal[file_contents] = file_contents

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encoding: str = Field(...)

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validate_encoding(value: str) -> str

Bases: data_designer.config.utils.type_helpers.StrEnum

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ATIF = atif

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CLAUDE_CODE = claude_code

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CODEX = codex

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HERMES_AGENT = hermes_agent

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PI_CODING_AGENT = pi_coding_agent

Bases: data_designer.config.seed_source.FileSystemSeedSource

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seed_type: typing.Literal[agent_rollout] = agent_rollout

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format: data_designer.config.seed_source.AgentRolloutFormat = Field(...)

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path: str | None = Field(...)

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file_pattern: str | None = Field(...)

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validate_runtime_path_source() -> typing_extensions.Self

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runtime_path: str

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resolved_file_pattern: str