Naive

Bases: Deduper

              flowchart TD
              matchlab.models.dedupers.naive.NaiveDeduper[NaiveDeduper]
              matchlab.models.dedupers.base.Deduper[Deduper]

                              matchlab.models.dedupers.base.Deduper --> matchlab.models.dedupers.naive.NaiveDeduper
                


              click matchlab.models.dedupers.naive.NaiveDeduper href "" "matchlab.models.dedupers.naive.NaiveDeduper"
              click matchlab.models.dedupers.base.Deduper href "" "matchlab.models.dedupers.base.Deduper"
            

Groups records that match exactly on every field in unique_fields.

Methods:

• prepare –

  No preparation needed.

• dedupe –

  Deduplicate the dataframe. Every match scores 1.0.

Attributes:

• version (int) –
• unique_fields (list[str]) –
• model_config –
• id (Literal['id']) –

version: int = 1

unique_fields: list[str] = Field(description='A list of fields that will form a unique, deduplicated record')

model_config = ConfigDict(extra='forbid', frozen=True)

id: Literal['id'] = Field(default='id', description='The unique ID field in the data to dedupe')

prepare(data: DataFrame) -> None

dedupe(data: DataFrame) -> DataFrame