Giter VIP home page Giter VIP logo

Comments (1)

joaoe avatar joaoe commented on May 30, 2024 1

I too wish for this, namely, having a SeriesModel, since there is SeriesSchema already
https://pandera.readthedocs.io/en/stable/series_schemas.html

Something like

class MySeriesSchema(pandera.SeriesModel):
    a: Index[int] = pandera.Field()
    b: Index[int] = pandera.Field()

    col: Series[float] = pandera.field()

where pandera would enforce exactly one single column, and to_schema() would return the pandera.SeriesSchema.

For your use case, you might want to slice the schema directly.

class MySchemaA(pandera.DataFrameModel):
    a: Series[int] = pandera.Field()
    b: Series[int] = pandera.Field()

    @classmethod
    def slice(cls, column_name):
        schema = super().to_schema()
        column = schema.columns[column_name]
        return pandera.SeriesSchema(
            column.dtype,
            checks=column.checks,
            index=schema.index,
            nullable=column.nullable,
            unique=column.unique,
            name=column.name)

I haven't tried the code.

from pandera.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.