Machine Learning

These are queries for AWS Services under the Machine Learning product family .

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CUR Query Library uses placeholder variables, indicated by a dollar sign and curly braces (${ }). ${table_name} and ${date_filter} are common placeholder variables used throughout CUR Query Library, which must be replaced before a query will run. For example, if your CUR table is called cur_table and is in a database called cur_db, you would replace ${table_name} with cur_db.cur_table. For ${date_filter}, you have multiple options. See Filtering by Date in the CUR Query Library Help section for additional details.

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Amazon Rekognition

Query Description

This query will provide daily unblended and usage information per linked account for Amazon Rekognition. The output will include detailed information about the usage type and usage region. The cost will be summed by day, account, and usage type, and displayed in descending order.

Pricing

Please refer to the Rekognition pricing page .

Sample Output

Images/rekognition.png

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    SELECT
      bill_payer_account_id,
      line_item_usage_account_id,
      DATE_FORMAT((line_item_usage_start_date),'%Y-%m-%d') AS day_line_item_usage_start_date,
      line_item_usage_type,
      product_region,
      SUM(CAST(line_item_usage_amount AS DOUBLE)) AS sum_line_item_usage_amount,
      SUM(CAST(line_item_unblended_cost AS DECIMAL(16,8))) AS sum_line_item_unblended_cost
    FROM
      {$table_name}
    WHERE
      ${date_filter}
      AND line_item_product_code = 'AmazonRekognition'
      AND line_item_line_item_type  IN ('DiscountedUsage', 'Usage', 'SavingsPlanCoveredUsage')
    GROUP BY
      bill_payer_account_id,
      line_item_usage_account_id,
      DATE_FORMAT((line_item_usage_start_date),'%Y-%m-%d'),
      line_item_usage_type,
      product_region
    ORDER BY
      sum_line_item_unblended_cost DESC;

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Amazon SageMaker

Query Description

This query will provide daily unblended cost and usage information per resource ID for Amazon SageMaker. The output will include detailed information about associated usage types. The cost and usage will be summed by day, account, resource ID, and usage type, and displayed in descending order.

Pricing

Please refer to the SageMaker pricing page .

Sample Output

Images/sagemakerwrid.png

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    SELECT
      bill_payer_account_id,
      line_item_usage_account_id,
      DATE_FORMAT((line_item_usage_start_date),'%Y-%m-%d') AS day_line_item_usage_start_date,
      line_item_resource_id,
      line_item_usage_type,
      SUM(CAST(line_item_usage_amount AS DOUBLE)) AS sum_line_item_usage_amount,
      SUM(CAST(line_item_unblended_cost AS DECIMAL(16,8))) AS sum_line_item_unblended_cost
    FROM 
      {$table_name}
    WHERE
      ${date_filter}
      AND line_item_product_code = 'AmazonSageMaker'
      AND line_item_line_item_type  IN ('DiscountedUsage', 'Usage', 'SavingsPlanCoveredUsage')
    GROUP BY
      bill_payer_account_id, 
      line_item_usage_account_id,
      DATE_FORMAT((line_item_usage_start_date),'%Y-%m-%d'),
      line_item_resource_id,
      line_item_usage_type
    ORDER BY
      sum_line_item_unblended_cost DESC;

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Amazon Textract

Query Description

This query will provide daily unblended and usage information per linked account for Amazon Textract. The output will include detailed information about the usage type and usage region. The cost and usage will be summed by day, account, and usage type, and displayed in descending order.

Pricing

Please refer to the Textract pricing page .

Sample Output

Images/textract.png

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    SELECT
      bill_payer_account_id, 
      line_item_usage_account_id,
      DATE_FORMAT((line_item_usage_start_date),'%Y-%m-%d') AS day_line_item_usage_start_date,
      line_item_usage_type,
      product_region,
      SUM(CAST(line_item_usage_amount AS DOUBLE)) AS sum_line_item_usage_amount,
      SUM(CAST(line_item_unblended_cost AS DECIMAL(16,8))) AS sum_line_item_unblended_cost
    FROM
      {$table_name}
    WHERE
      ${date_filter}
      AND line_item_product_code = 'AmazonTextract'
      AND line_item_line_item_type  IN ('DiscountedUsage', 'Usage', 'SavingsPlanCoveredUsage')
    GROUP BY
      bill_payer_account_id,
      line_item_usage_account_id,
      DATE_FORMAT((line_item_usage_start_date),'%Y-%m-%d'),
      line_item_usage_type,
      product_region
    ORDER BY
      sum_line_item_unblended_cost DESC;

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CUR queries are provided as is. We recommend validating your data by comparing it against your monthly bill and Cost Explorer prior to making any financial decisions. If you wish to provide feedback on these queries, there is an error, or you want to make a suggestion, please email: curquery@amazon.com