[ aws . sagemaker-featurestore-runtime ]

put-record

Description

Used for data ingestion into the FeatureStore . The PutRecord API writes to both the OnlineStore and OfflineStore . If the record is the latest record for the recordIdentifier , the record is written to both the OnlineStore and OfflineStore . If the record is a historic record, it is written only to the OfflineStore .

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

Synopsis

  put-record
--feature-group-name <value>
--record <value>
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]

Options

--feature-group-name (string)

The name of the feature group that you want to insert the record into.

--record (list)

List of FeatureValues to be inserted. This will be a full over-write. If you only want to update few of the feature values, do the following:

• Use GetRecord to retrieve the latest record.

• Update the record returned from GetRecord .

• Use PutRecord to update feature values.

(structure)

The value associated with a feature.

FeatureName -> (string)

The name of a feature that a feature value corresponds to.

ValueAsString -> (string)

The value associated with a feature, in string format. Note that features types can be String, Integral, or Fractional. This value represents all three types as a string.

Shorthand Syntax:

FeatureName=string,ValueAsString=string ...

JSON Syntax:

[
  {
    "FeatureName": "string",
    "ValueAsString": "string"
  }
  ...
]

--cli-input-json | --cli-input-yaml (string) Reads arguments from the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, those values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally. This may not be specified along with --cli-input-yaml.

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. Similarly, if provided yaml-input it will print a sample input YAML that can be used with --cli-input-yaml. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command.

See ‘aws help’ for descriptions of global parameters.

Output

None