Values.CreateBatchInferenceJobRequestSourceGenerates batch recommendations based on a list of items or users stored in Amazon S3 and exports the recommendations to an Amazon S3 bucket. To generate batch recommendations, specify the ARN of a solution version and an Amazon S3 URI for the input and output data. For user personalization, popular items, and personalized ranking solutions, the batch inference job generates a list of recommended items for each user ID in the input file. For related items solutions, the job generates a list of recommended items for each item ID in the input file. For more information, see Creating a batch inference job . If you use the Similar-Items recipe, Amazon Personalize can add descriptive themes to batch recommendations. To generate themes, set the job's mode to THEME_GENERATION and specify the name of the field that contains item names in the input data. For more information about generating themes, see Batch recommendations with themes from Content Generator . You can't get batch recommendations with the Trending-Now or Next-Best-Action recipes.
type nonrec t = {jobName : Name.t;The name of the batch inference job to create.
*)solutionVersionArn : Arn.t;The Amazon Resource Name (ARN) of the solution version that will be used to generate the batch inference recommendations.
*)filterArn : Arn.t option;The ARN of the filter to apply to the batch inference job. For more information on using filters, see Filtering batch recommendations.
*)numResults : NumBatchResults.t option;The number of recommendations to retrieve.
*)jobInput : BatchInferenceJobInput.t;The Amazon S3 path that leads to the input file to base your recommendations on. The input material must be in JSON format.
*)jobOutput : BatchInferenceJobOutput.t;The path to the Amazon S3 bucket where the job's output will be stored.
*)roleArn : RoleArn.t;The ARN of the Amazon Identity and Access Management role that has permissions to read and write to your input and output Amazon S3 buckets respectively.
*)batchInferenceJobConfig : BatchInferenceJobConfig.t option;The configuration details of a batch inference job.
*)batchInferenceJobMode : BatchInferenceJobMode.t option;The mode of the batch inference job. To generate descriptive themes for groups of similar items, set the job mode to THEME_GENERATION. If you don't want to generate themes, use the default BATCH_INFERENCE. When you get batch recommendations with themes, you will incur additional costs. For more information, see Amazon Personalize pricing.
*)themeGenerationConfig : ThemeGenerationConfig.t option;For theme generation jobs, specify the name of the column in your Items dataset that contains each item's name.
*)}val make :
?filterArn:??? ->
?numResults:??? ->
?batchInferenceJobConfig:??? ->
?tags:??? ->
?batchInferenceJobMode:??? ->
?themeGenerationConfig:??? ->
jobName:Name.t ->
solutionVersionArn:Arn.t ->
jobInput:BatchInferenceJobInput.t ->
jobOutput:BatchInferenceJobOutput.t ->
roleArn:RoleArn.t ->
unit ->
tval to_value :
t ->
[> `Structure of
(string
* [> `Enum of string
| `Integer of NumBatchResults.t
| `List of
[> `Structure of (string * [> `String of TagKey.t ]) list ] list
| `String of Name.t
| `Structure of
(string
* [> `Map of
([> `Enum of string | `String of ParameterName.t ]
* [> `Double of RankingInfluenceWeight.t
| `String of ParameterValue.t ])
list
| `Structure of (string * [> `String of S3Location.t ]) list ])
list ])
list ]