[ 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. The generated JSON skeleton is not stable between versions of the AWS CLI and there are no backwards compatibility guarantees in the JSON skeleton generated.

See ‘aws help’ for descriptions of global parameters.

Output

None