AWS CLI Command Reference

[ aws . sagemaker-featurestore-runtime ]

update-record

Description

Updates one or more feature values for an existing record in the specified feature group. Features that you do not include in the request remain unchanged. You can update up to 100 features per call.

Warning

This operation is available only for feature groups that use the Standard_V2 or InMemory online store type.

The record must already exist. If the record does not exist or has been soft-deleted, the operation returns a ResourceNotFound error. To create a record, use PutRecord .

If you provide an EventTime that is older than the record’s current EventTime , the service rejects the update with a ConflictException . If the EventTime is equal to or newer than the current value, the service applies the update. If you omit EventTime , the service keeps the record’s existing EventTime and applies the update.

If you specify a TtlDuration , you must also provide an EventTime in the request. Otherwise, the operation returns a ValidationError .

See also: AWS API Documentation

Synopsis

  update-record
--feature-group-name <value>
--record-identifier-value-as-string <value>
--features <value>
[--target-stores <value>]
[--ttl-duration <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]
[--debug]
[--endpoint-url <value>]
[--no-verify-ssl]
[--no-paginate]
[--output <value>]
[--query <value>]
[--profile <value>]
[--region <value>]
[--version <value>]
[--color <value>]
[--no-sign-request]
[--ca-bundle <value>]
[--cli-read-timeout <value>]
[--cli-connect-timeout <value>]
[--cli-binary-format <value>]
[--no-cli-pager]
[--cli-auto-prompt]
[--no-cli-auto-prompt]
[--cli-error-format <value>]

Options

--feature-group-name (string) [required]

The identifier for the feature group that contains the record to update. You can specify one of the following:

  • The feature group name.
  • The feature group Amazon Resource Name (ARN).

Constraints:

  • min: 1
  • max: 150
  • pattern: (arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:feature-group/)?([a-zA-Z0-9]([-_]*[a-zA-Z0-9]){0,63})

--record-identifier-value-as-string (string) [required]

The value that uniquely identifies the record in the feature group. This must match the value defined by the feature group’s record identifier feature.

Constraints:

  • max: 358400
  • pattern: .*

--features (list) [required]

The feature values to write to the record.

Constraints:

  • min: 1

(structure)

The value associated with a feature.

FeatureName -> (string) [required]

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

Constraints:

  • min: 1
  • max: 64
  • pattern: ^[a-zA-Z0-9]([-_]*[a-zA-Z0-9]){0,63}

ValueAsString -> (string)

The value in string format associated with a feature. Used when your CollectionType is None . Note that features types can be String , Integral , or Fractional . This value represents all three types as a string.

Constraints:

  • max: 358400
  • pattern: .*

ValueAsStringList -> (list)

The list of values in string format associated with a feature. Used when your CollectionType is a List , Set , or Vector . Note that features types can be String , Integral , or Fractional . These values represents all three types as a string.

Constraints:

  • min: 0
  • max: 358400

(string)

Constraints:

  • max: 358400
  • pattern: .*

Shorthand Syntax:

FeatureName=string,ValueAsString=string,ValueAsStringList=string,string ...

JSON Syntax:

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

--target-stores (list)

The target stores for the record update. By default, Amazon SageMaker Feature Store updates the record in all stores associated with the FeatureGroup .

Constraints:

  • min: 1
  • max: 2

(string)

Possible values:

  • OnlineStore
  • OfflineStore

Syntax:

"string" "string" ...

--ttl-duration (structure)

The time-to-live (TTL) duration for the record. Amazon SageMaker Feature Store deletes the record when EventTime + TtlDuration elapses. If you omit this parameter, the record’s existing TTL setting remains unchanged. For information about HardDelete , see the DeleteRecord operation in the Amazon SageMaker API Reference.

Unit -> (string) [required]

TtlDuration time unit.

Possible values:

  • Seconds
  • Minutes
  • Hours
  • Days
  • Weeks

Value -> (integer) [required]

TtlDuration time value.

Constraints:

  • min: 1

Shorthand Syntax:

Unit=string,Value=integer

JSON Syntax:

{
  "Unit": "Seconds"|"Minutes"|"Hours"|"Days"|"Weeks",
  "Value": integer
}

--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.

Global Options

--debug (boolean)

Turn on debug logging.

--endpoint-url (string)

Override command’s default URL with the given URL.

--no-verify-ssl (boolean)

By default, the AWS CLI uses SSL when communicating with AWS services. For each SSL connection, the AWS CLI will verify SSL certificates. This option overrides the default behavior of verifying SSL certificates.

--no-paginate (boolean)

Disable automatic pagination. If automatic pagination is disabled, the AWS CLI will only make one call, for the first page of results.

--output (string)

The formatting style for command output.

  • json
  • text
  • table
  • yaml
  • yaml-stream
  • off

--query (string)

A JMESPath query to use in filtering the response data.

--profile (string)

Use a specific profile from your credential file.

--region (string)

The region to use. Overrides config/env settings.

--version (string)

Display the version of this tool.

--color (string)

Turn on/off color output.

  • on
  • off
  • auto

--no-sign-request (boolean)

Do not sign requests. Credentials will not be loaded if this argument is provided.

--ca-bundle (string)

The CA certificate bundle to use when verifying SSL certificates. Overrides config/env settings.

--cli-read-timeout (int)

The maximum socket read time in seconds. If the value is set to 0, the socket read will be blocking and not timeout. The default value is 60 seconds.

--cli-connect-timeout (int)

The maximum socket connect time in seconds. If the value is set to 0, the socket connect will be blocking and not timeout. The default value is 60 seconds.

--cli-binary-format (string)

The formatting style to be used for binary blobs. The default format is base64. The base64 format expects binary blobs to be provided as a base64 encoded string. The raw-in-base64-out format preserves compatibility with AWS CLI V1 behavior and binary values must be passed literally. When providing contents from a file that map to a binary blob fileb:// will always be treated as binary and use the file contents directly regardless of the cli-binary-format setting. When using file:// the file contents will need to properly formatted for the configured cli-binary-format.

  • base64
  • raw-in-base64-out

--no-cli-pager (boolean)

Disable cli pager for output.

--cli-auto-prompt (boolean)

Automatically prompt for CLI input parameters.

--no-cli-auto-prompt (boolean)

Disable automatically prompt for CLI input parameters.

--cli-error-format (string)

The formatting style for error output. By default, errors are displayed in enhanced format.

  • legacy
  • json
  • yaml
  • text
  • table
  • enhanced

Output

None

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