gen

Type Members

1. sealed trait AvroField extends AnyRef

   

   Represents a field in an Avro record.

   Represents a field in an Avro record. Can be nullable.

2. case class FeatureListTemplate(whats: Seq[String]) extends TemplateBase with Product with Serializable

   

3. abstract class FeatureTemplate extends OPRawFeature with TemplateBase

   

4. class FileGenerator extends AnyRef

   

   Encapsulates the rendering of the directives in a file (see cli/README.md for more on how this works).

   Encapsulates the rendering of the directives in a file (see cli/README.md for more on how this works).

   The render method produces a FileInProject with the final source of the file to be created in the template.

5. case class FileInProject(path: String, source: FileSource, perms: FilePermissions = FilePermissions()) extends Product with Serializable

   

   Represents a file that should be created in the new project.

   Represents a file that should be created in the new project.

   path

   The path of the new file to be created, relative to the root of the project

   source

   The source of the new file, either as a stored string or streaming

   perms

   The permissions of the file to be created

6. case class FilePermissions(perms: Set[PosixFilePermission] = FilePermissions.defaultPerms) extends Product with Serializable

   

   Represents the permissions that a new file should have.

   Represents the permissions that a new file should have.

   perms

   The permissions as a Java-compatible set

7. sealed trait FileSource extends AnyRef

   

   Represents the "source" of a file that should be created in the new project.

   Represents the "source" of a file that should be created in the new project. This can be an InputStream (usually to stream straight from the CLI jar), or a String (usually from a rendered template).

8. case class MakeRawFeature(ops: Ops) extends Product with Serializable

   

9. sealed trait OPRawFeature extends AnyRef

   

   Represents a raw feature inferred from avro schema.

   Represents a raw feature inferred from avro schema. This is primarily used for the buildString method, which codegens a FeatureBuilder.

10. case class Ops(config: GeneratorConfig) extends Product with Serializable

    

    Does various external-related tasks

    Does various external-related tasks

    config

    The GeneratorConfig representing a command to generate a project

11. sealed trait ProblemKind extends AnyRef

    

    Represents one of the three kinds of machine learning problems.

12. case class ProblemSchema(kind: ProblemKind, responseFeature: OPRawFeature, idField: AvroField, features: List[OPRawFeature], schemaName: String, schemaFullName: String, theReader: String) extends Product with Serializable

    

    Represents a machine learning problem.

    Represents a machine learning problem. The CLI infers what the problem is by looking at schema and data.

    kind

    What kind of problem is it? Regression, binary classification, multiclassification? A ProblemKind

    responseFeature

    A description for the response feature as an OPRawFeature

    idField

    The avro field representing object IDs

    features

    A list of feature descriptions as an OPRawFeature, excluding the id field

    schemaName

    The class name of the schema

    schemaFullName

    The full name of the schema, including the package (used for generating import statements)

13. case class ProblemTemplate(kind: ProblemKind) extends TemplateBase with Product with Serializable

    

14. trait ProjectGenerator extends AnyRef

    

15. trait TemplateBase extends AnyRef

    

16. trait UserIO extends AnyRef