FinSpaceData / Client / create_changeset

create_changeset#

FinSpaceData.Client.create_changeset(**kwargs)#

Creates a new Changeset in a FinSpace Dataset.

See also: AWS API Documentation

Request Syntax

response = client.create_changeset(
    clientToken='string',
    datasetId='string',
    changeType='REPLACE'|'APPEND'|'MODIFY',
    sourceParams={
        'string': 'string'
    },
    formatParams={
        'string': 'string'
    }
)
Parameters:

  • clientToken (string) –

    A token that ensures idempotency. This token expires in 10 minutes.

    This field is autopopulated if not provided.

  • datasetId (string) –

    [REQUIRED]

    The unique identifier for the FinSpace Dataset where the Changeset will be created.

  • changeType (string) –

    [REQUIRED]

    The option to indicate how a Changeset will be applied to a Dataset.

    • REPLACE – Changeset will be considered as a replacement to all prior loaded Changesets.

    • APPEND – Changeset will be considered as an addition to the end of all prior loaded Changesets.

    • MODIFY – Changeset is considered as a replacement to a specific prior ingested Changeset.

  • sourceParams (dict) –

    [REQUIRED]

    Options that define the location of the data being ingested ( s3SourcePath) and the source of the changeset ( sourceType).

    Both s3SourcePath and sourceType are required attributes.

    Here is an example of how you could specify the sourceParams:

    ``”sourceParams”: { “s3SourcePath”: “s3://finspace-landing-us-east-2-bk7gcfvitndqa6ebnvys4d/scratch/wr5hh8pwkpqqkxa4sxrmcw/ingestion/equity.csv”, “sourceType”: “S3” } ``

    The S3 path that you specify must allow the FinSpace role access. To do that, you first need to configure the IAM policy on S3 bucket. For more information, see Loading data from an Amazon S3 Bucket using the FinSpace API section.

    • (string) –

      • (string) –

  • formatParams (dict) –

    [REQUIRED]

    Options that define the structure of the source file(s) including the format type ( formatType), header row ( withHeader), data separation character ( separator) and the type of compression ( compression).

    formatType is a required attribute and can have the following values:

    • PARQUET – Parquet source file format.

    • CSV – CSV source file format.

    • JSON – JSON source file format.

    • XML – XML source file format.

    Here is an example of how you could specify the formatParams:

    ``”formatParams”: { “formatType”: “CSV”, “withHeader”: “true”, “separator”: “,”, “compression”:”None” } ``

    Note that if you only provide formatType as CSV, the rest of the attributes will automatically default to CSV values as following:

    ``{ “withHeader”: “true”, “separator”: “,” } ``

    For more information about supported file formats, see Supported Data Types and File Formats in the FinSpace User Guide.

    • (string) –

      • (string) –

Return type:

dict

Returns:

Response Syntax

{
    'datasetId': 'string',
    'changesetId': 'string'
}

Response Structure

  • (dict) – The response from a CreateChangeset operation.

    • datasetId (string) –

      The unique identifier for the FinSpace Dataset where the Changeset is created.

    • changesetId (string) –

      The unique identifier of the Changeset that is created.

Exceptions

  • FinSpaceData.Client.exceptions.ResourceNotFoundException

  • FinSpaceData.Client.exceptions.InternalServerException

  • FinSpaceData.Client.exceptions.ValidationException

  • FinSpaceData.Client.exceptions.ThrottlingException

  • FinSpaceData.Client.exceptions.AccessDeniedException

  • FinSpaceData.Client.exceptions.LimitExceededException

  • FinSpaceData.Client.exceptions.ConflictException