Skip to content

Need a doc on Type-to-DataView schema mapping #554

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Closed
Zruty0 opened this issue Jul 18, 2018 · 0 comments
Closed

Need a doc on Type-to-DataView schema mapping #554

Zruty0 opened this issue Jul 18, 2018 · 0 comments
Assignees
Labels
documentation Related to documentation of ML.NET
Milestone

Comments

@Zruty0
Copy link
Contributor

Zruty0 commented Jul 18, 2018

We should have a doc that describes exactly how we go from

        public class IrisData
        {
            [Column("0")]
            public float Label;

            [Column("1")]
            public float SepalLength;

            [Column("2")]
            public float SepalWidth;

            [Column("3")]
            public float PetalLength;

            [Column("4")]
            public float PetalWidth;
        }

to the schema of the data view. It should cover:

  • Why field types are important, and how they are used
  • What exactly is ColumnAttribute, ColumnNameAttribute
  • Handling of vectors and VectorTypeAttribute
  • Handling of key types and KeyTypeAttribute
  • SchemaDefinition as a means of runtime schema hints.
  • Limitations / what can not be done.
@shauheen shauheen added the documentation Related to documentation of ML.NET label Jul 19, 2018
@shauheen shauheen added this to the 0718 milestone Jul 19, 2018
@ghost ghost locked as resolved and limited conversation to collaborators Mar 29, 2022
Sign up for free to subscribe to this conversation on GitHub. Already have an account? Sign in.
Labels
documentation Related to documentation of ML.NET
Projects
None yet
Development

No branches or pull requests

2 participants