Pricing

#Let's Data charges are usage based - there are no upfront fees, hidden costs, recurring charges or service minimums.

As the datasets execute, their resource usage is calculated, costed and added to the customer's invoice. The invoice is charged at the end of the billing cycle.

Cost Types

Datasets execution causes #Let's Data to initialize a variety of different AWS resources - these include the write connector (e.g. kinesis stream), the error connectors (e.g. S3 bucket) and different internal components such as queues, database tables, compute resources etc.

These resources start accruing costs as soon as they are created. The costs can be classified into two categories: 1./ Use-time cost 2./ Recurring costs

  • Use-Time Costs: Use-time costs are costs that accrue when the resources are being used. If the resources are not being used, these costs do not add up. For example, Lambda compute duration costs only for the time the lambda function was running. If the function is not running, there would be no costs. Similar examples are Requests per second, Bytes Transferred per second etc.
  • Recurring Costs: Recurring costs are costs that keep on adding up as long as the resource remains initialized. For example, a kinesis stream's Shard-hours costs are such an example - every hour the kinesis shards size is calculated and costed. Even if the dataset is complete and no data is being written / read from the kinesis stream, the Shard-hours costs keep adding up. Similar examples are S3 Bucket Storage Bytes, Dynamo DB Storage Bytes etc.

Usage Types and Pricing

The following service usages are charged for a dataset execution along with their pricing.

Connectors

The different read, write and error connectors are charged as follows:

    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Metering Resource                     |       Regions       |     Metering Dimension             |    Metering Unit       |   Price per unit       |  Cost Type         |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kinesis                               |   eu-west-1         |     StorageShardHour               |    ShardHours          |   $ 0.051              |  Recurring Costs   |
    | Kinesis                               |   ap-south-1        |     StorageShardHour               |    ShardHours          |   $ 0.0525             |  Recurring Costs   |
    | Kinesis                               |   ap-northeast-1    |     StorageShardHour               |    ShardHours          |   $ 0.0585             |  Recurring Costs   |
    | Kinesis                               |   us-*              |     StorageShardHour               |    ShardHours          |   $ 0.045              |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kinesis                               |   eu-west-1         |     PutRequests                    |    Count               |   $ 0.0000000495       |  Use-Time Cost     |
    | Kinesis                               |   ap-south-1        |     PutRequests                    |    Count               |   $ 0.0000000555       |  Use-Time Cost     |
    | Kinesis                               |   ap-northeast-1    |     PutRequests                    |    Count               |   $ 0.0000000645       |  Use-Time Cost     |
    | Kinesis                               |   us-*              |     PutRequests                    |    Count               |   $ 0.000000042        |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kinesis                               |   *                 |     GetRequests                    |    Count               |   TBA                  |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   *                 |     S3TagStorage                   |    TagHours            |   $ 0.000003           |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   ap-south-1        |     TimedStorage                   |    ByteHours           |   $ 0.075              |  Recurring Costs   |
    | S3                                    |   ap-northeast-1    |     TimedStorage                   |    ByteHours           |   $ 0.075              |  Recurring Costs   |
    | S3                                    |   us-*  & eu-*      |     TimedStorage                   |    ByteHours           |   $ 0.069              |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   ap-northeast-1    |     Requests (Tier 1)              |    Count               |   $ 0.0000141          |  Use-Time Cost     |
    | S3                                    | us-* & eu-* & ap-s* |     Requests (Tier 1)              |    Count               |   $ 0.000015           |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   ap-northeast-1    |     Requests (Tier 2)              |    Count               |   $ 0.0000141          |  Use-Time Cost     |
    | S3                                    | us-* & eu-* & ap-s* |     Requests (Tier 2)              |    Count               |   $ 0.000015           |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   *                 |     DataTransferIn                 |    GB                  |   $ 0.0                |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   ap-south-1        |     DataTransferOut                |    GB                  |   $ 0.3279             |  Use-Time Cost     |
    | S3                                    |   ap-northeast-1    |     DataTransferOut                |    GB                  |   $ 0.342              |  Use-Time Cost     |
    | S3                                    |   us-*  & eu-*      |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Backup (S3)                           |   *                 |     WarmStorage                    |    GBMonth             |   $ 0.15               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | DynamoDB                              |   ap-south-1        |     ReadCapacityUnit               |    RCU                 |   $ 0.000444           |  Recurring Costs   |
    | DynamoDB                              |   ap-northeast-1    |     ReadCapacityUnit               |    RCU                 |   $ 0.0004452          |  Recurring Costs   |
    | DynamoDB                              |   eu-west-1         |     ReadCapacityUnit               |    RCU                 |   $ 0.000441           |  Recurring Costs   |
    | DynamoDB                              |   us-*              |     ReadCapacityUnit               |    RCU                 |   $ 0.00039            |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | DynamoDB                              |   ap-south-1        |     WriteCapacityUnit              |    WCU                 |   $ 0.00222            |  Recurring Costs   |
    | DynamoDB                              |   ap-northeast-1    |     WriteCapacityUnit              |    WCU                 |   $ 0.002226           |  Recurring Costs   |
    | DynamoDB                              |   eu-west-1         |     WriteCapacityUnit              |    WCU                 |   $ 0.002205           |  Recurring Costs   |
    | DynamoDB                              |   us-*              |     WriteCapacityUnit              |    WCU                 |   $ 0.00195            |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | DynamoDB                              |   ap-south-1        |     TimedStorage                   |    ByteHours           |   $ 0.855              |  Recurring Costs   |
    | DynamoDB                              |   ap-northeast-1    |     TimedStorage                   |    ByteHours           |   $ 0.855              |  Recurring Costs   |
    | DynamoDB                              |   eu-west-1         |     TimedStorage                   |    ByteHours           |   $ 0.849              |  Recurring Costs   |
    | DynamoDB                              |   us-*              |     TimedStorage                   |    ByteHours           |   $ 0.75               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | DynamoDB                              |   *                 |     DataTransferIn                 |    GB                  |   $ 0.00               |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | DynamoDB                              |   ap-south-1        |     DataTransferOut                |    GB                  |   $ 0.3279             |  Use-Time Cost     |
    | DynamoDB                              |   ap-northeast-1    |     DataTransferOut                |    GB                  |   $ 0.342              |  Use-Time Cost     |
    | DynamoDB                              |   us-*  & eu-*      |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | SQS                                   |   *                 |     RequestsRBP                    |    Count               |   $ 0.0000015          |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | SQS                                   |   *                 |     RequestsFIFO_RBP               |    Count               |   $ 0.0000015          |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | SQS                                   |   *                 |     RequestsFIFO_Tier1             |    Count               |   $ 0.0000015          |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | SQS                                   |   *                 |     DataTransferIn                 |    GB                  |   $ 0.0                |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | SQS                                   |   ap-south-1        |     DataTransferOut                |    GB                  |   $ 0.3279             |  Use-Time Cost     |
    | SQS                                   |   ap-northeast-1    |     DataTransferOut                |    GB                  |   $ 0.114              |  Use-Time Cost     |
    | SQS                                   |   us-* & eu-*       |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kafka                                 |   *                 |     DataTransfer_Regional          |    GB                  |   $ 0.03               |  Use-Time-Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kafka                                 |   ap-south-1        |     Storage_GP2                    |    GBMonth             |   $ 0.342              |  Recurring Costs   |
    | Kafka                                 |   ap-northeast-1    |     Storage_GP2                    |    GBMonth             |   $ 0.36               |  Recurring Costs   |
    | Kafka                                 |   eu-west-1         |     Storage_GP2                    |    GBMonth             |   $ 0.33               |  Recurring Costs   |
    | Kafka                                 |   us-*              |     Storage_GP2                    |    GBMonth             |   $ 0.30               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kafka                                 |   ap-south-1        |     Kafka_t3_small                 |    Hours               |   $ 0.1473             |  Recurring Costs   |
    | Kafka                                 |   ap-northeast-1    |     Kafka_t3_small                 |    Hours               |   $ 0.1788             |  Recurring Costs   |
    | Kafka                                 |   eu-west-1         |     Kafka_t3_small                 |    Hours               |   $ 0.1497             |  Recurring Costs   |
    | Kafka                                 |   us-*              |     Kafka_t3_small                 |    Hours               |   $ 0.1368             |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kafka                                 |   ap-south-1        |     Kafka_m5_large                 |    Hours               |   $ 0.663              |  Recurring Costs   |
    | Kafka                                 |   ap-northeast-1    |     Kafka_m5_large                 |    Hours               |   $ 0.813              |  Recurring Costs   |
    | Kafka                                 |   eu-west-1         |     Kafka_m5_large                 |    Hours               |   $ 0.702              |  Recurring Costs   |
    | Kafka                                 |   us-*              |     Kafka_m5_large                 |    Hours               |   $ 0.63               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kafka                                 |   ap-south-1        |     Kafka_m5_xlarge                |    Hours               |   $ 1.326              |  Recurring Costs   |
    | Kafka                                 |   ap-northeast-1    |     Kafka_m5_xlarge                |    Hours               |   $ 1.629              |  Recurring Costs   |
    | Kafka                                 |   eu-west-1         |     Kafka_m5_xlarge                |    Hours               |   $ 1.26               |  Recurring Costs   |
    | Kafka                                 |   us-*              |     Kafka_m5_xlarge                |    Hours               |   $ 1.26               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kafka                                 |   ap-south-1        |     Kafka_m5_2xlarge               |    Hours               |   $ 2.652              |  Recurring Costs   |
    | Kafka                                 |   ap-northeast-1    |     Kafka_m5_2xlarge               |    Hours               |   $ 3.255              |  Recurring Costs   |
    | Kafka                                 |   eu-west-1         |     Kafka_m5_2xlarge               |    Hours               |   $ 2.808              |  Recurring Costs   |
    | Kafka                                 |   us-*              |     Kafka_m5_2xlarge               |    Hours               |   $ 2.52               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kafka                                 |   ap-south-1        |     Kafka_m5_4xlarge               |    Hours               |   $ 5.304              |  Recurring Costs   |
    | Kafka                                 |   ap-northeast-1    |     Kafka_m5_4xlarge               |    Hours               |   $ 6.51               |  Recurring Costs   |
    | Kafka                                 |   eu-west-1         |     Kafka_m5_4xlarge               |    Hours               |   $ 5.616              |  Recurring Costs   |
    | Kafka                                 |   us-*              |     Kafka_m5_4xlarge               |    Hours               |   $ 5.04               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kafka                                 |   ap-south-1        |     Kafka_m5_8xlarge               |    Hours               |   $ 10.617             |  Recurring Costs   |
    | Kafka                                 |   ap-northeast-1    |     Kafka_m5_8xlarge               |    Hours               |   $ 13.02              |  Recurring Costs   |
    | Kafka                                 |   eu-west-1         |     Kafka_m5_8xlarge               |    Hours               |   $ 11.247             |  Recurring Costs   |
    | Kafka                                 |   us-*              |     Kafka_m5_8xlarge               |    Hours               |   $ 10.08              |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kafka                                 |   ap-south-1        |     Kafka_m5_12xlarge              |    Hours               |   $ 15.909             |  Recurring Costs   |
    | Kafka                                 |   ap-northeast-1    |     Kafka_m5_12xlarge              |    Hours               |   $ 15.909             |  Recurring Costs   |
    | Kafka                                 |   eu-west-1         |     Kafka_m5_12xlarge              |    Hours               |   $ 16.848             |  Recurring Costs   |
    | Kafka                                 |   us-*              |     Kafka_m5_12xlarge              |    Hours               |   $ 15.12              |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kafka                                 |   ap-south-1        |     Kafka_m5_16xlarge              |    Hours               |   $ 21.234             |  Recurring Costs   |
    | Kafka                                 |   ap-northeast-1    |     Kafka_m5_16xlarge              |    Hours               |   $ 26.07              |  Recurring Costs   |
    | Kafka                                 |   eu-west-1         |     Kafka_m5_16xlarge              |    Hours               |   $ 22.497             |  Recurring Costs   |
    | Kafka                                 |   us-*              |     Kafka_m5_16xlarge              |    Hours               |   $ 20.19              |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Kafka                                 |   ap-south-1        |     Kafka_m5_24xlarge              |    Hours               |   $ 31.815             |  Recurring Costs   |
    | Kafka                                 |   ap-northeast-1    |     Kafka_m5_24xlarge              |    Hours               |   $ 39.06              |  Recurring Costs   |
    | Kafka                                 |   eu-west-1         |     Kafka_m5_24xlarge              |    Hours               |   $ 33.696             |  Recurring Costs   |
    | Kafka                                 |   us-*              |     Kafka_m5_24xlarge              |    Hours               |   $ 30.24              |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | KafkaServerless                       |   ap-south-1        |     DataTransferIn                 |    GB                  |   $ 0.33               |  Use-Time-Cost     |
    | KafkaServerless                       |   ap-northeast-1    |     DataTransferIn                 |    GB                  |   $ 0.387              |  Use-Time-Cost     |
    | KafkaServerless                       |   eu-west-1         |     DataTransferIn                 |    GB                  |   $ 0.345              |  Use-Time-Cost     |
    | KafkaServerless                       |   us-*              |     DataTransferIn                 |    GB                  |   $ 0.30               |  Use-Time-Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | KafkaServerless                       |   ap-south-1        |     DataTransferOut                |    GB                  |   $ 0.168              |  Use-Time-Cost     |
    | KafkaServerless                       |   ap-northeast-1    |     DataTransferOut                |    GB                  |   $ 0.1935             |  Use-Time-Cost     |
    | KafkaServerless                       |   eu-west-1         |     DataTransferOut                |    GB                  |   $ 0.1725             |  Use-Time-Cost     |
    | KafkaServerless                       |   us-*              |     DataTransferOut                |    GB                  |   $ 0.15               |  Use-Time-Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | KafkaServerless                       |   ap-south-1        |     ClusterHours                   |    Hours               |   $ 2.37               |  Recurring Costs   |
    | KafkaServerless                       |   ap-northeast-1    |     ClusterHours                   |    Hours               |   $ 2.9025             |  Recurring Costs   |
    | KafkaServerless                       |   eu-west-1         |     ClusterHours                   |    Hours               |   $ 2.5875             |  Recurring Costs   |
    | KafkaServerless                       |   us-*              |     ClusterHours                   |    Hours               |   $ 2.25               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | KafkaServerless                       |   ap-south-1        |     PartitionHours                 |    Hours               |   $ 0.0048             |  Recurring Costs   |
    | KafkaServerless                       |   ap-northeast-1    |     PartitionHours                 |    Hours               |   $ 0.0057             |  Recurring Costs   |
    | KafkaServerless                       |   eu-west-1         |     PartitionHours                 |    Hours               |   $ 0.005175           |  Recurring Costs   |
    | KafkaServerless                       |   us-*              |     PartitionHours                 |    Hours               |   $ 0.0045             |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | KafkaServerless                       |   ap-south-1        |     TimedStorage                   |    GBMonth             |   $ 0.342              |  Recurring Costs   |
    | KafkaServerless                       |   ap-northeast-1    |     TimedStorage                   |    GBMonth             |   $ 0.36               |  Recurring Costs   |
    | KafkaServerless                       |   eu-west-1         |     TimedStorage                   |    GBMonth             |   $ 0.345              |  Recurring Costs   |
    | KafkaServerless                       |   us-*              |     TimedStorage                   |    GBMonth             |   $ 0.30               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Cloudwatch  (Kafka Broker Logs)       |   ap-south-1        |     VendedLogs                     |    GB                  |   $ 2.01               |  Use-Time-Cost     |
    | Cloudwatch  (Kafka Broker Logs)       |   ap-northeast-1    |     VendedLogs                     |    GB                  |   $ 2.28               |  Use-Time-Cost     |
    | Cloudwatch  (Kafka Broker Logs)       |   eu-west-1         |     VendedLogs                     |    GB                  |   $ 1.71               |  Use-Time-Cost     |
    | Cloudwatch  (Kafka Broker Logs)       |   us-*              |     VendedLogs                     |    GB                  |   $ 1.50               |  Use-Time-Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Cloudwatch  (Kafka Broker Logs)       |   ap-south-1        |     TimedStorage                   |    GBMonth             |   $ 0.09               |  Recurring Costs   |
    | Cloudwatch  (Kafka Broker Logs)       |   ap-northeast-1    |     TimedStorage                   |    GBMonth             |   $ 0.099              |  Recurring Costs   |
    | Cloudwatch  (Kafka Broker Logs)       |   eu-west-1         |     TimedStorage                   |    GBMonth             |   $ 0.09               |  Recurring Costs   |
    | Cloudwatch  (Kafka Broker Logs)       |   us-*              |     TimedStorage                   |    GBMonth             |   $ 0.09               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+

    +----------------------------------------------+
    |S3 Buckets Cross Region Data Transfer Pricing |
    +----------------------------------------------+
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Metering Resource                     | from-region ---> to-region  |     Metering Dimension             |    Metering Unit       |   Price per unit       |  Cost Type         |
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   *                         |     DataTransferIn_CrossRegion     |    GB                  |   $ 0.0                |  Use-Time Cost     |
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |  us-east-1 ---> us-east-2   |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.03               |  Use-Time Cost     |
    | S3                                    |  us-east-1 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | S3                                    |  us-east-2 ---> us-east-1   |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.03               |  Use-Time Cost     |
    | S3                                    |  us-east-2 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | S3                                    |  us-west-2 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | S3                                    |  eu-west-1 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | S3                                    |  ap-south-1 ---> *          |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.258              |  Use-Time Cost     |
    | S3                                    |  ap-northeast-1 ---> *      |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.27               |  Use-Time Cost     |
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+

Compute Engine

The different compute engines are charged as follows:

    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | Metering Resource                     |       Regions       |     Metering Dimension                      |    Metering Unit       |   Price per unit       |  Cost Type         |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | Lambda                                |   *                 |     ExecutionTime                           |    Seconds             |   $ 0.0000500001       |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | Lambda                                |   *                 |     ExecutionRequests                       |    Count               |   $ 0.0000006          |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | Lambda                                |   ap-south-1        |     Storage                                 |    GB                  |   $ 0.0000001056       |  Use-Time Cost     |
    | Lambda                                |   ap-northeast-1    |     Storage                                 |    GB                  |   $ 0.000000111        |  Use-Time Cost     |
    | Lambda                                |   eu-west-1         |     Storage                                 |    GB                  |   $ 0.000000102        |  Use-Time Cost     |
    | Lambda                                |   us-*              |     Storage                                 |    GB                  |   $ 0.0000000927       |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | Lambda                                |   *                 |     DataTransferIn                          |    GB                  |   $ 0.0                |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | Cloudwatch                            |   ap-south-1        |     DataProcessing                          |    GB                  |   $ 2.01               |  Use-Time Cost     |
    | Cloudwatch                            |   ap-northeast-1    |     DataProcessing                          |    GB                  |   $ 2.28               |  Use-Time Cost     |
    | Cloudwatch                            |   eu-west-1         |     DataProcessing                          |    GB                  |   $ 1.71               |  Use-Time Cost     |
    | Cloudwatch                            |   us-*              |     DataProcessing                          |    GB                  |   $ 1.50               |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | Cloudwatch                            |   ap-northeast-1    |     TimedStorage                            |    GBMonth             |   $ 0.099              |  Recurring Costs   |
    | Cloudwatch                            | us-* & eu-* & ap-s* |     TimedStorage                            |    GBMonth             |   $ 0.09               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | VPC                                   |   *                 |     IPAddressIdleTime                       |    Hours               |   $ 0.015              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | VPC                                   |   ap-south-1        |     NatGatewayBytes                         |    GB                  |   $ 0.168              |  Use-Time Cost     |
    | VPC                                   |   ap-northeast-1    |     NatGatewayBytes                         |    GB                  |   $ 0.186              |  Use-Time Cost     |
    | VPC                                   |   eu-west-1         |     NatGatewayBytes                         |    GB                  |   $ 0.144              |  Use-Time Cost     |
    | VPC                                   |   us-*              |     NatGatewayBytes                         |    GB                  |   $ 0.135              |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | VPC                                   |   ap-south-1        |     NatGatewayTime                          |    Hours               |   $ 0.168              |  Recurring Costs   |
    | VPC                                   |   ap-northeast-1    |     NatGatewayTime                          |    Hours               |   $ 0.186              |  Recurring Costs   |
    | VPC                                   |   eu-west-1         |     NatGatewayTime                          |    Hours               |   $ 0.144              |  Recurring Costs   |
    | VPC                                   |   us-*              |     NatGatewayTime                          |    Hours               |   $ 0.135              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | VPC                                   |   *                 |     DataTransfer_Regional                   |    GB                  |   $ 0.03               |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | EC2Compute                            |   *                 |     DataTransferIn                          |    GB                  |   $ 0.00               |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | EC2Compute                            |   ap-south-1        |     DataTransferOut                         |    GB                  |   $ 0.3279             |  Use-Time Cost     |
    | EC2Compute                            |   ap-northeast-1    |     DataTransferOut                         |    GB                  |   $ 0.342              |  Use-Time Cost     |
    | EC2Compute                            |   us-& & eu-*       |     DataTransferOut                         |    GB                  |   $ 0.27               |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | EC2Compute                            |   *                 |     CloudFrontDataTransferIn                |    GB                  |   $ 0.00               |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | EC2Compute                            |   *                 |     CloudFrontDataTransferOut               |    GB                  |   $ 0.00               |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacity_6GB        |    Seconds             |   $ 0.00021            |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacity_5GB        |    Seconds             |   $ 0.0001749          |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacity_4GB        |    Seconds             |   $ 0.0001401          |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacity_3GB        |    Seconds             |   $ 0.000105           |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacity_2GB        |    Seconds             |   $ 0.0000699          |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacity_1GB        |    Seconds             |   $ 0.0000351          |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacityUsage_6GB   |    Seconds             |   $ 0.00009            |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacityUsage_5GB   |    Seconds             |   $ 0.000075           |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacityUsage_4GB   |    Seconds             |   $ 0.00006            |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacityUsage_3GB   |    Seconds             |   $ 0.000045           |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacityUsage_2GB   |    Seconds             |   $ 0.00003            |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     SagemakerProvisionedCapacityUsage_1GB   |    Seconds             |   $ 0.000015           |  Use-Time Cost     |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   *                 |     Storage_GP2                             |    GBMonth             |   $ 0.42               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_t2_medium                       |    Hours               |   $ 0.1368             |  Recurring Costs   |
    | SagemakerCompute                      |   us-*              |     Host_ml_t2_medium                       |    Hours               |   $0.168               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-s* & eu-*      |     Host_ml_t2_medium                       |    Hours               |   $0.18                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_t2_medium                       |    Hours               |   $0.219               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_t2_large                        |    Hours               |   $0.333               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_t2_large                        |    Hours               |   $0.363               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_t2_large                        |    Hours               |   $0.357               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_t2_large                        |    Hours               |   $0.438               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_t2_xlarge                       |    Hours               |   $0.669               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_t2_xlarge                       |    Hours               |   $0.726               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_t2_xlarge                       |    Hours               |   $0.714               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_t2_xlarge                       |    Hours               |   $0.876               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_t2_2xlarge                      |    Hours               |   $1.335               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_t2_2xlarge                      |    Hours               |   $1.452               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_t2_2xlarge                      |    Hours               |   $1.428               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_t2_2xlarge                      |    Hours               |   $1.752               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m4_xlarge                       |    Hours               |   $0.72                |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m4_xlarge                       |    Hours               |   $0.798               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m4_xlarge                       |    Hours               |   $0.756               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m4_xlarge                       |    Hours               |   $0.93                |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m4_2xlarge                      |    Hours               |   $1.44                |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m4_2xlarge                      |    Hours               |   $1.599               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m4_2xlarge                      |    Hours               |   $1.512               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m4_2xlarge                      |    Hours               |   $1.857               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m4_4xlarge                      |    Hours               |   $2.88                |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m4_4xlarge                      |    Hours               |   $3.198               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m4_4xlarge                      |    Hours               |   $3.024               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m4_4xlarge                      |    Hours               |   $3.714               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m4_10xlarge                     |    Hours               |   $7.2                 |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m4_10xlarge                     |    Hours               |   $7.992               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m4_10xlarge                     |    Hours               |   $7.56                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m4_10xlarge                     |    Hours               |   $9.288               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m4_16xlarge                     |    Hours               |   $11.52               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m4_16xlarge                     |    Hours               |   $12.786              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m4_16xlarge                     |    Hours               |   $12.096              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m4_16xlarge                     |    Hours               |   $14.862              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5_large                        |    Hours               |   $0.345               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5_large                        |    Hours               |   $0.384               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5_large                        |    Hours               |   $0.363               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5_large                        |    Hours               |   $0.447               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5_xlarge                       |    Hours               |   $0.69                |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5_xlarge                       |    Hours               |   $0.771               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5_xlarge                       |    Hours               |   $0.726               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5_xlarge                       |    Hours               |   $0.894               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5_2xlarge                      |    Hours               |   $1.383               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5_2xlarge                      |    Hours               |   $1.542               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5_2xlarge                      |    Hours               |   $1.455               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5_2xlarge                      |    Hours               |   $1.785               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5_4xlarge                      |    Hours               |   $2.766               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5_4xlarge                      |    Hours               |   $3.081               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5_4xlarge                      |    Hours               |   $2.91                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5_4xlarge                      |    Hours               |   $3.57                |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5_12xlarge                     |    Hours               |   $8.295               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5_12xlarge                     |    Hours               |   $9.246               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5_12xlarge                     |    Hours               |   $8.727               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5_12xlarge                     |    Hours               |   $10.713              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5_24xlarge                     |    Hours               |   $16.59               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5_24xlarge                     |    Hours               |   $18.489              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5_24xlarge                     |    Hours               |   $17.454              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5_24xlarge                     |    Hours               |   $21.426              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5d_large                       |    Hours               |   $0.408               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5d_large                       |    Hours               |   $0.453               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5d_large                       |    Hours               |   $0.438               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5d_large                       |    Hours               |   $0.525               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5d_xlarge                      |    Hours               |   $0.813               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5d_xlarge                      |    Hours               |   $0.906               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5d_xlarge                      |    Hours               |   $0.879               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5d_xlarge                      |    Hours               |   $1.05                |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5d_2xlarge                     |    Hours               |   $1.626               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5d_2xlarge                     |    Hours               |   $1.815               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5d_2xlarge                     |    Hours               |   $1.758               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5d_2xlarge                     |    Hours               |   $2.103               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5d_4xlarge                     |    Hours               |   $3.255               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5d_4xlarge                     |    Hours               |   $3.63                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5d_4xlarge                     |    Hours               |   $3.513               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5d_4xlarge                     |    Hours               |   $4.206               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5d_12xlarge                    |    Hours               |   $9.762               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5d_12xlarge                    |    Hours               |   $10.887              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5d_12xlarge                    |    Hours               |   $10.542              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5d_12xlarge                    |    Hours               |   $12.615              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m5d_24xlarge                    |    Hours               |   $19.527              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m5d_24xlarge                    |    Hours               |   $21.774              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m5d_24xlarge                    |    Hours               |   $21.081              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m5d_24xlarge                    |    Hours               |   $25.23               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c4_large                        |    Hours               |   $0.36                |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c4_large                        |    Hours               |   $0.408               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c4_large                        |    Hours               |   $0.453               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c4_xlarge                       |    Hours               |   $0.717               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c4_xlarge                       |    Hours               |   $0.813               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c4_xlarge                       |    Hours               |   $0.72                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c4_xlarge                       |    Hours               |   $0.906               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c4_2xlarge                      |    Hours               |   $1.434               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c4_2xlarge                      |    Hours               |   $1.632               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c4_2xlarge                      |    Hours               |   $1.44                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c4_2xlarge                      |    Hours               |   $1.815               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c4_4xlarge                      |    Hours               |   $2.865               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c4_4xlarge                      |    Hours               |   $3.258               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c4_4xlarge                      |    Hours               |   $2.88                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c4_4xlarge                      |    Hours               |   $3.63                |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c4_8xlarge                      |    Hours               |   $5.727               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c4_8xlarge                      |    Hours               |   $6.519               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c4_8xlarge                      |    Hours               |   $5.76                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c4_8xlarge                      |    Hours               |   $7.257               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_p2_xlarge                       |    Hours               |   $3.375               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_p2_xlarge                       |    Hours               |   $3.645               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_p2_xlarge                       |    Hours               |   $6.441               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_p2_xlarge                       |    Hours               |   $5.781               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_p2_8xlarge                      |    Hours               |   $25.92               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_p2_8xlarge                      |    Hours               |   $27.993              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_p2_8xlarge                      |    Hours               |   $49.479              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_p2_8xlarge                      |    Hours               |   $44.409              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_p2_16xlarge                     |    Hours               |   $49.68               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_p2_16xlarge                     |    Hours               |   $53.655              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_p2_16xlarge                     |    Hours               |   $94.833              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_p2_16xlarge                     |    Hours               |   $85.119              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_p3_2xlarge                      |    Hours               |   $11.475              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_p3_2xlarge                      |    Hours               |   $12.393              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_p3_2xlarge                      |    Hours               |   $15.726              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_p3_8xlarge                      |    Hours               |   $44.064              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_p3_8xlarge                      |    Hours               |   $47.592              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_p3_8xlarge                      |    Hours               |   $60.393              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_p3_16xlarge                     |    Hours               |   $84.456              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_p3_16xlarge                     |    Hours               |   $91.218              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_p3_16xlarge                     |    Hours               |   $115.755             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c5_large                        |    Hours               |   $0.306               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5_large                        |    Hours               |   $0.345               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5_large                        |    Hours               |   $0.384               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c5_xlarge                       |    Hours               |   $0.612               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5_xlarge                       |    Hours               |   $0.69                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5_xlarge                       |    Hours               |   $0.771               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c5_2xlarge                      |    Hours               |   $1.224               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5_2xlarge                      |    Hours               |   $1.383               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5_2xlarge                      |    Hours               |   $1.542               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c5_4xlarge                      |    Hours               |   $2.448               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5_4xlarge                      |    Hours               |   $2.766               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5_4xlarge                      |    Hours               |   $3.081               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c5_9xlarge                      |    Hours               |   $5.508               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5_9xlarge                      |    Hours               |   $6.222               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5_9xlarge                      |    Hours               |   $6.933               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c5_18xlarge                     |    Hours               |   $11.016              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5_18xlarge                     |    Hours               |   $12.441              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5_18xlarge                     |    Hours               |   $13.866              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c5d_large                       |    Hours               |   $0.345               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5d_large                       |    Hours               |   $0.393               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c5d_large                       |    Hours               |   $0.357               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5d_large                       |    Hours               |   $0.438               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c5d_xlarge                      |    Hours               |   $0.69                |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5d_xlarge                      |    Hours               |   $0.786               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c5d_xlarge                      |    Hours               |   $0.714               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5d_xlarge                      |    Hours               |   $0.879               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c5d_2xlarge                     |    Hours               |   $1.383               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5d_2xlarge                     |    Hours               |   $1.569               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c5d_2xlarge                     |    Hours               |   $1.425               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5d_2xlarge                     |    Hours               |   $1.758               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c5d_4xlarge                     |    Hours               |   $2.766               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5d_4xlarge                     |    Hours               |   $3.138               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5d_4xlarge                     |    Hours               |   $3.513               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c5d_9xlarge                     |    Hours               |   $6.222               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5d_9xlarge                     |    Hours               |   $7.062               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c5d_9xlarge                     |    Hours               |   $6.414               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5d_9xlarge                     |    Hours               |   $7.905               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c5d_18xlarge                    |    Hours               |   $12.441              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c5d_18xlarge                    |    Hours               |   $14.127              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c5d_18xlarge                    |    Hours               |   $12.831              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c5d_18xlarge                    |    Hours               |   $15.81               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g4dn_xlarge                     |    Hours               |   $2.208               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g4dn_xlarge                     |    Hours               |   $2.463               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g4dn_xlarge                     |    Hours               |   $2.4318              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g4dn_xlarge                     |    Hours               |   $2.982               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g4dn_2xlarge                    |    Hours               |   $2.82                |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g4dn_2xlarge                    |    Hours               |   $3.141               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g4dn_2xlarge                    |    Hours               |   $3.105               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g4dn_2xlarge                    |    Hours               |   $3.807               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g4dn_4xlarge                    |    Hours               |   $4.515               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g4dn_4xlarge                    |    Hours               |   $5.034               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g4dn_4xlarge                    |    Hours               |   $4.968               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g4dn_4xlarge                    |    Hours               |   $6.093               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g4dn_8xlarge                    |    Hours               |   $8.16                |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g4dn_8xlarge                    |    Hours               |   $9.099               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g4dn_8xlarge                    |    Hours               |   $8.982               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g4dn_8xlarge                    |    Hours               |   $11.019              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g4dn_12xlarge                   |    Hours               |   $14.67               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g4dn_12xlarge                   |    Hours               |   $16.359              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g4dn_12xlarge                   |    Hours               |   $16.149              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g4dn_12xlarge                   |    Hours               |   $19.803              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g4dn_16xlarge                   |    Hours               |   $16.32               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g4dn_16xlarge                   |    Hours               |   $18.198              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g4dn_16xlarge                   |    Hours               |   $17.967              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g4dn_16xlarge                   |    Hours               |   $22.032              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5_large                        |    Hours               |   $0.453               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5_large                        |    Hours               |   $0.507               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5_large                        |    Hours               |   $0.468               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5_large                        |    Hours               |   $0.546               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5_xlarge                       |    Hours               |   $0.906               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5_xlarge                       |    Hours               |   $1.014               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5_xlarge                       |    Hours               |   $0.936               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5_xlarge                       |    Hours               |   $1.095               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5_2xlarge                      |    Hours               |   $1.815               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5_2xlarge                      |    Hours               |   $2.031               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5_2xlarge                      |    Hours               |   $1.872               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5_2xlarge                      |    Hours               |   $2.19                |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5_4xlarge                      |    Hours               |   $3.63                |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5_4xlarge                      |    Hours               |   $4.062               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5_4xlarge                      |    Hours               |   $3.744               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5_4xlarge                      |    Hours               |   $4.377               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5_12xlarge                     |    Hours               |   $10.887              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5_12xlarge                     |    Hours               |   $12.183              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5_12xlarge                     |    Hours               |   $11.232              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5_12xlarge                     |    Hours               |   $13.134              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5_24xlarge                     |    Hours               |   $21.774              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5_24xlarge                     |    Hours               |   $24.366              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5_24xlarge                     |    Hours               |   $22.464              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5_24xlarge                     |    Hours               |   $26.265              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5d_large                       |    Hours               |   $0.519               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5d_large                       |    Hours               |   $0.576               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5d_large                       |    Hours               |   $0.543               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5d_large                       |    Hours               |   $0.627               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5d_xlarge                      |    Hours               |   $1.038               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5d_xlarge                      |    Hours               |   $1.152               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5d_xlarge                      |    Hours               |   $1.086               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5d_xlarge                      |    Hours               |   $1.254               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5d_2xlarge                     |    Hours               |   $2.073               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5d_2xlarge                     |    Hours               |   $2.304               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5d_2xlarge                     |    Hours               |   $2.175               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5d_2xlarge                     |    Hours               |   $2.505               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5d_4xlarge                     |    Hours               |   $4.146               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5d_4xlarge                     |    Hours               |   $4.608               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5d_4xlarge                     |    Hours               |   $4.35                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5d_4xlarge                     |    Hours               |   $5.01                |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5d_12xlarge                    |    Hours               |   $12.441              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5d_12xlarge                    |    Hours               |   $13.824              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5d_12xlarge                    |    Hours               |   $13.047              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5d_12xlarge                    |    Hours               |   $15.033              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r5d_24xlarge                    |    Hours               |   $24.882              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r5d_24xlarge                    |    Hours               |   $27.648              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r5d_24xlarge                    |    Hours               |   $26.094              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r5d_24xlarge                    |    Hours               |   $30.066              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_inf1_xlarge                     |    Hours               |   $0.891               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_inf1_xlarge                     |    Hours               |   $0.99                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_inf1_xlarge                     |    Hours               |   $0.936               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_inf1_xlarge                     |    Hours               |   $1.203               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_inf1_2xlarge                    |    Hours               |   $1.302               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_inf1_2xlarge                    |    Hours               |   $1.452               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_inf1_2xlarge                    |    Hours               |   $1.371               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_inf1_2xlarge                    |    Hours               |   $1.761               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_inf1_6xlarge                    |    Hours               |   $4.248               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_inf1_6xlarge                    |    Hours               |   $4.734               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_inf1_6xlarge                    |    Hours               |   $4.47                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_inf1_6xlarge                    |    Hours               |   $5.739               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_inf1_24xlarge                   |    Hours               |   $16.998              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_inf1_24xlarge                   |    Hours               |   $18.936              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_inf1_24xlarge                   |    Hours               |   $17.874              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_inf1_24xlarge                   |    Hours               |   $22.956              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c6i_large                       |    Hours               |   $0.306               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6i_large                       |    Hours               |   $0.32832             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6i_large                       |    Hours               |   $0.3852              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c6i_xlarge                      |    Hours               |   $0.612               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6i_xlarge                      |    Hours               |   $0.65664             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6i_xlarge                      |    Hours               |   $0.7704              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c6i_2xlarge                     |    Hours               |   $1.224               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6i_2xlarge                     |    Hours               |   $1.31328             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6i_2xlarge                     |    Hours               |   $1.5408              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c6i_4xlarge                     |    Hours               |   $2.448               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6i_4xlarge                     |    Hours               |   $2.62656             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6i_4xlarge                     |    Hours               |   $3.0816              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c6i_8xlarge                     |    Hours               |   $4.896               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6i_8xlarge                     |    Hours               |   $5.25312             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6i_8xlarge                     |    Hours               |   $6.1632              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c6i_12xlarge                    |    Hours               |   $7.344               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6i_12xlarge                    |    Hours               |   $7.87968             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6i_12xlarge                    |    Hours               |   $9.2448              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c6i_16xlarge                    |    Hours               |   $9.792               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6i_16xlarge                    |    Hours               |   $10.50624            |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6i_16xlarge                    |    Hours               |   $12.3264             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c6i_24xlarge                    |    Hours               |   $14.688              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6i_24xlarge                    |    Hours               |   $15.75936            |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6i_24xlarge                    |    Hours               |   $18.4896             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-* & ap-s*      |     Host_ml_c6i_32xlarge                    |    Hours               |   $19.584              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6i_32xlarge                    |    Hours               |   $21.01248            |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6i_32xlarge                    |    Hours               |   $24.6528             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-e-1 & us-w-2   |     Host_ml_g5_xlarge                       |    Hours               |   $4.224               |  Recurring Costs   |
    | SagemakerCompute                      |   us-east-2         |     Host_ml_g5_xlarge                       |    Hours               |   $4.2252              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g5_xlarge                       |    Hours               |   $4.71                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g5_xlarge                       |    Hours               |   $5.073               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g5_xlarge                       |    Hours               |   $6.129               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g5_2xlarge                      |    Hours               |   $4.545               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g5_2xlarge                      |    Hours               |   $5.07                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g5_2xlarge                      |    Hours               |   $5.457               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g5_2xlarge                      |    Hours               |   $6.591               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g5_4xlarge                      |    Hours               |   $6.09                |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g5_4xlarge                      |    Hours               |   $6.81                |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g5_4xlarge                      |    Hours               |   $7.314               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g5_4xlarge                      |    Hours               |   $8.832               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g5_8xlarge                      |    Hours               |   $9.18                |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g5_8xlarge                      |    Hours               |   $10.26               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g5_8xlarge                      |    Hours               |   $11.022              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g5_8xlarge                      |    Hours               |   $13.314              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g5_12xlarge                     |    Hours               |   $21.27               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g5_12xlarge                     |    Hours               |   $23.73               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g5_12xlarge                     |    Hours               |   $25.542              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g5_12xlarge                     |    Hours               |   $30.849              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g5_16xlarge                     |    Hours               |   $15.36               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g5_16xlarge                     |    Hours               |   $17.16               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g5_16xlarge                     |    Hours               |   $18.444              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g5_16xlarge                     |    Hours               |   $22.278              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g5_24xlarge                     |    Hours               |   $30.54               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g5_24xlarge                     |    Hours               |   $34.08               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g5_24xlarge                     |    Hours               |   $36.672              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g5_24xlarge                     |    Hours               |   $44.292              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_g5_48xlarge                     |    Hours               |   $61.08               |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_g5_48xlarge                     |    Hours               |   $68.19               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_g5_48xlarge                     |    Hours               |   $73.344              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_g5_48xlarge                     |    Hours               |   $88.584              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_p4d_24xlarge                    |    Hours               |   $113.064             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_p4d_24xlarge                    |    Hours               |   $122.118             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_p4d_24xlarge                    |    Hours               |   $154.98              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-e-1 & us-w-2   |     Host_ml_c7g_large                       |    Hours               |   $0.261               |  Recurring Costs   |
    | SagemakerCompute                      |   us-east-2         |     Host_ml_c7g_large                       |    Hours               |   $0.26028             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c7g_large                       |    Hours               |   $0.279               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-e-1 & us-w-2   |     Host_ml_c7g_xlarge                      |    Hours               |   $0.522               |  Recurring Costs   |
    | SagemakerCompute                      |   us-east-2         |     Host_ml_c7g_xlarge                      |    Hours               |   $0.5202              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c7g_xlarge                      |    Hours               |   $0.558               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-e-1 & us-w-2   |     Host_ml_c7g_2xlarge                     |    Hours               |   $1.044               |  Recurring Costs   |
    | SagemakerCompute                      |   us-east-2         |     Host_ml_c7g_2xlarge                     |    Hours               |   $1.0404              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c7g_2xlarge                     |    Hours               |   $1.11636             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-e-1 & us-w-2   |     Host_ml_c7g_4xlarge                     |    Hours               |   $2.088               |  Recurring Costs   |
    | SagemakerCompute                      |   us-east-2         |     Host_ml_c7g_4xlarge                     |    Hours               |   $2.08116             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c7g_4xlarge                     |    Hours               |   $2.23272             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-e-1 & us-w-2   |     Host_ml_c7g_8xlarge                     |    Hours               |   $4.176               |  Recurring Costs   |
    | SagemakerCompute                      |   us-east-2         |     Host_ml_c7g_8xlarge                     |    Hours               |   $4.16232             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c7g_8xlarge                     |    Hours               |   $4.46508             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-e-1 & us-w-2   |     Host_ml_c7g_12xlarge                    |    Hours               |   $6.264               |  Recurring Costs   |
    | SagemakerCompute                      |   us-east-2         |     Host_ml_c7g_12xlarge                    |    Hours               |   $6.24312             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c7g_12xlarge                    |    Hours               |   $6.6978              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-e-1 & us-w-2   |     Host_ml_c7g_16xlarge                    |    Hours               |   $8.352               |  Recurring Costs   |
    | SagemakerCompute                      |   us-east-2         |     Host_ml_c7g_16xlarge                    |    Hours               |   $8.32428             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c7g_16xlarge                    |    Hours               |   $8.93016             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6g_large                       |    Hours               |   $0.2772              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6g_large                       |    Hours               |   $0.3096              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6g_large                       |    Hours               |   $0.18216             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6g_large                       |    Hours               |   $0.3564              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6g_xlarge                      |    Hours               |   $0.5544              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6g_xlarge                      |    Hours               |   $0.6192              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6g_xlarge                      |    Hours               |   $0.36432             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6g_xlarge                      |    Hours               |   $0.7128              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6g_2xlarge                     |    Hours               |   $1.1088              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6g_2xlarge                     |    Hours               |   $1.2384              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6g_2xlarge                     |    Hours               |   $0.72864             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6g_2xlarge                     |    Hours               |   $1.4256              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6g_4xlarge                     |    Hours               |   $2.2176              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6g_4xlarge                     |    Hours               |   $2.4768              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6g_4xlarge                     |    Hours               |   $1.45728             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6g_4xlarge                     |    Hours               |   $2.8512              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6g_8xlarge                     |    Hours               |   $4.4352              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6g_8xlarge                     |    Hours               |   $4.9536              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6g_8xlarge                     |    Hours               |   $2.91456             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6g_8xlarge                     |    Hours               |   $5.7024              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6g_12xlarge                    |    Hours               |   $6.6528              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6g_12xlarge                    |    Hours               |   $7.4304              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6g_12xlarge                    |    Hours               |   $4.37184             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6g_12xlarge                    |    Hours               |   $8.5536              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6g_16xlarge                    |    Hours               |   $8.8704              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6g_16xlarge                    |    Hours               |   $9.9072              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6g_16xlarge                    |    Hours               |   $5.82912             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6g_16xlarge                    |    Hours               |   $11.4048             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6gd_large                      |    Hours               |   $0.32544             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6gd_large                      |    Hours               |   $0.36288             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6gd_large                      |    Hours               |   $0.21744             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6gd_large                      |    Hours               |   $0.4212              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6gd_xlarge                     |    Hours               |   $0.65088             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6gd_xlarge                     |    Hours               |   $0.72576             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6gd_xlarge                     |    Hours               |   $0.43488             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6gd_xlarge                     |    Hours               |   $0.8424              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6gd_2xlarge                    |    Hours               |   $1.30176             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6gd_2xlarge                    |    Hours               |   $1.45152             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6gd_2xlarge                    |    Hours               |   $0.86976             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6gd_2xlarge                    |    Hours               |   $1.6848              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6gd_4xlarge                    |    Hours               |   $2.60352             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6gd_4xlarge                    |    Hours               |   $2.90304             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6gd_4xlarge                    |    Hours               |   $1.73952             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6gd_4xlarge                    |    Hours               |   $3.3696              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6gd_8xlarge                    |    Hours               |   $5.20704             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6gd_8xlarge                    |    Hours               |   $5.80608             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6gd_8xlarge                    |    Hours               |   $3.47904             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6gd_8xlarge                    |    Hours               |   $6.7392              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6gd_12xlarge                   |    Hours               |   $7.81056             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6gd_12xlarge                   |    Hours               |   $8.70912             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6gd_12xlarge                   |    Hours               |   $5.21856             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6gd_12xlarge                   |    Hours               |   $10.1088             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_m6gd_16xlarge                   |    Hours               |   $10.41408            |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_m6gd_16xlarge                   |    Hours               |   $11.61216            |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_m6gd_16xlarge                   |    Hours               |   $6.95808             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_m6gd_16xlarge                   |    Hours               |   $13.4784             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6g_large                       |    Hours               |   $0.2448              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6g_large                       |    Hours               |   $0.2628              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6g_large                       |    Hours               |   $0.15336             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6g_large                       |    Hours               |   $0.30816             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6g_xlarge                      |    Hours               |   $0.4896              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6g_xlarge                      |    Hours               |   $0.52524             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6g_xlarge                      |    Hours               |   $0.30672             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6g_xlarge                      |    Hours               |   $0.61632             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6g_2xlarge                     |    Hours               |   $0.9792              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6g_2xlarge                     |    Hours               |   $1.05048             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6g_2xlarge                     |    Hours               |   $0.61344             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6g_2xlarge                     |    Hours               |   $1.23264             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6g_4xlarge                     |    Hours               |   $1.9584              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6g_4xlarge                     |    Hours               |   $2.10132             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6g_4xlarge                     |    Hours               |   $1.22688             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6g_4xlarge                     |    Hours               |   $2.46528             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6g_8xlarge                     |    Hours               |   $3.9168              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6g_8xlarge                     |    Hours               |   $4.20264             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6g_8xlarge                     |    Hours               |   $2.45376             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6g_8xlarge                     |    Hours               |   $4.93056             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6g_12xlarge                    |    Hours               |   $5.8752              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6g_12xlarge                    |    Hours               |   $6.3036              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6g_12xlarge                    |    Hours               |   $3.68064             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6g_12xlarge                    |    Hours               |   $7.39584             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6g_16xlarge                    |    Hours               |   $7.8336              |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6g_16xlarge                    |    Hours               |   $8.40492             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6g_16xlarge                    |    Hours               |   $4.90752             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6g_16xlarge                    |    Hours               |   $9.86112             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gd_large                      |    Hours               |   $0.27648             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gd_large                      |    Hours               |   $0.31392             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gd_large                      |    Hours               |   $0.1764              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gd_large                      |    Hours               |   $0.3528              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gd_xlarge                     |    Hours               |   $0.55296             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gd_xlarge                     |    Hours               |   $0.62784             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gd_xlarge                     |    Hours               |   $0.3528              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gd_xlarge                     |    Hours               |   $0.7056              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gd_2xlarge                    |    Hours               |   $1.10592             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gd_2xlarge                    |    Hours               |   $1.25568             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gd_2xlarge                    |    Hours               |   $0.7056              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gd_2xlarge                    |    Hours               |   $1.4112              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gd_4xlarge                    |    Hours               |   $2.21184             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gd_4xlarge                    |    Hours               |   $2.51136             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gd_4xlarge                    |    Hours               |   $1.4112              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gd_4xlarge                    |    Hours               |   $2.8224              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gd_8xlarge                    |    Hours               |   $4.42368             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gd_8xlarge                    |    Hours               |   $5.02272             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gd_8xlarge                    |    Hours               |   $2.8224              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gd_8xlarge                    |    Hours               |   $5.6448              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gd_12xlarge                   |    Hours               |   $6.63552             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gd_12xlarge                   |    Hours               |   $7.53408             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gd_12xlarge                   |    Hours               |   $4.2336              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gd_12xlarge                   |    Hours               |   $8.4672              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gd_16xlarge                   |    Hours               |   $8.84736             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gd_16xlarge                   |    Hours               |   $10.04544            |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gd_16xlarge                   |    Hours               |   $5.6448              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gd_16xlarge                   |    Hours               |   $11.2896             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gn_large                      |    Hours               |   $0.31104             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gn_large                      |    Hours               |   $0.35136             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gn_large                      |    Hours               |   $0.3114              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gn_large                      |    Hours               |   $0.3924              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gn_xlarge                     |    Hours               |   $0.62208             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gn_xlarge                     |    Hours               |   $0.70272             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gn_xlarge                     |    Hours               |   $0.6228              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gn_xlarge                     |    Hours               |   $0.7848              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gn_2xlarge                    |    Hours               |   $1.24416             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gn_2xlarge                    |    Hours               |   $1.40544             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gn_2xlarge                    |    Hours               |   $1.2456              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gn_2xlarge                    |    Hours               |   $1.5696              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gn_4xlarge                    |    Hours               |   $2.48832             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gn_4xlarge                    |    Hours               |   $2.81088             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gn_4xlarge                    |    Hours               |   $2.4912              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gn_4xlarge                    |    Hours               |   $3.1392              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gn_8xlarge                    |    Hours               |   $4.97664             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gn_8xlarge                    |    Hours               |   $5.62176             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gn_8xlarge                    |    Hours               |   $4.9824              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gn_8xlarge                    |    Hours               |   $6.2784              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gn_12xlarge                   |    Hours               |   $7.46496             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gn_12xlarge                   |    Hours               |   $8.43264             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gn_12xlarge                   |    Hours               |   $7.4736              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gn_12xlarge                   |    Hours               |   $9.4176              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_c6gn_16xlarge                   |    Hours               |   $9.95328             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_c6gn_16xlarge                   |    Hours               |   $11.24352            |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_c6gn_16xlarge                   |    Hours               |   $9.9648              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_c6gn_16xlarge                   |    Hours               |   $12.5568             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6g_large                       |    Hours               |   $0.36288             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6g_large                       |    Hours               |   $0.40608             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6g_large                       |    Hours               |   $0.234               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6g_large                       |    Hours               |   $0.43776             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6g_xlarge                      |    Hours               |   $0.72576             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6g_xlarge                      |    Hours               |   $0.81216             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6g_xlarge                      |    Hours               |   $0.468               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6g_xlarge                      |    Hours               |   $0.87552             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6g_2xlarge                     |    Hours               |   $1.45152             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6g_2xlarge                     |    Hours               |   $1.62432             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6g_2xlarge                     |    Hours               |   $0.936               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6g_2xlarge                     |    Hours               |   $1.75104             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6g_4xlarge                     |    Hours               |   $2.90304             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6g_4xlarge                     |    Hours               |   $3.24864             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6g_4xlarge                     |    Hours               |   $1.872               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6g_4xlarge                     |    Hours               |   $3.50208             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6g_8xlarge                     |    Hours               |   $5.80608             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6g_8xlarge                     |    Hours               |   $6.49728             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6g_8xlarge                     |    Hours               |   $3.744               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6g_8xlarge                     |    Hours               |   $7.00416             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6g_12xlarge                    |    Hours               |   $8.70912             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6g_12xlarge                    |    Hours               |   $9.74592             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6g_12xlarge                    |    Hours               |   $5.616               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6g_12xlarge                    |    Hours               |   $10.50624            |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6g_16xlarge                    |    Hours               |   $11.61216            |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6g_16xlarge                    |    Hours               |   $12.99456            |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6g_16xlarge                    |    Hours               |   $7.488               |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6g_16xlarge                    |    Hours               |   $14.00832            |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6gd_large                      |    Hours               |   $0.41472             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6gd_large                      |    Hours               |   $0.4608              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6gd_large                      |    Hours               |   $0.26892             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6gd_large                      |    Hours               |   $0.5004              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6gd_xlarge                     |    Hours               |   $0.82944             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6gd_xlarge                     |    Hours               |   $0.9216              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6gd_xlarge                     |    Hours               |   $0.5382              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6gd_xlarge                     |    Hours               |   $1.0008              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6gd_2xlarge                    |    Hours               |   $1.65888             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6gd_2xlarge                    |    Hours               |   $1.8432              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6gd_2xlarge                    |    Hours               |   $1.0764              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6gd_2xlarge                    |    Hours               |   $2.0016              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6gd_4xlarge                    |    Hours               |   $3.31776             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6gd_4xlarge                    |    Hours               |   $3.6864              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6gd_4xlarge                    |    Hours               |   $2.15244             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6gd_4xlarge                    |    Hours               |   $4.0032              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6gd_8xlarge                    |    Hours               |   $6.63552             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6gd_8xlarge                    |    Hours               |   $7.3728              |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6gd_8xlarge                    |    Hours               |   $4.30488             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6gd_8xlarge                    |    Hours               |   $8.0064              |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6gd_12xlarge                   |    Hours               |   $9.95328             |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6gd_12xlarge                   |    Hours               |   $11.0592             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6gd_12xlarge                   |    Hours               |   $6.45768             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6gd_12xlarge                   |    Hours               |   $12.0096             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_r6gd_16xlarge                   |    Hours               |   $13.27104            |  Recurring Costs   |
    | SagemakerCompute                      |   eu-west-1         |     Host_ml_r6gd_16xlarge                   |    Hours               |   $14.7456             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-south-1        |     Host_ml_r6gd_16xlarge                   |    Hours               |   $8.61012             |  Recurring Costs   |
    | SagemakerCompute                      |   ap-northeast-1    |     Host_ml_r6gd_16xlarge                   |    Hours               |   $16.0128             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-e-1 & us-w-2   |     Host_ml_p4de_24xlarge                   |    Hours               |   $141.333             |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-east-1         |     Host_ml_trn1_2xlarge                    |    Hours               |   $4.65                |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-east-1         |     Host_ml_trn1_32xlarge                   |    Hours               |   $74.19               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_inf2_xlarge                     |    Hours               |   $2.97                |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_inf2_8xlarge                    |    Hours               |   $7.08                |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_inf2_24xlarge                   |    Hours               |   $23.37               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+
    | SagemakerCompute                      |   us-*              |     Host_ml_inf2_48xlarge                   |    Hours               |   $46.74               |  Recurring Costs   |
    +---------------------------------------+---------------------+---------------------------------------------+------------------------+------------------------+--------------------+

    +----------------------------------------+
    | VPC Cross Region Data Transfer Pricing |
    +----------------------------------------+
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Metering Resource                     | from-region ---> to-region  |     Metering Dimension             |    Metering Unit       |   Price per unit       |  Cost Type         |
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+
    | VPC                                   |   *                         |     DataTransferIn_CrossRegion     |    GB                  |   $ 0.0                |  Use-Time Cost     |
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+
    | VPC                                   |  us-east-1 ---> us-east-2   |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.03               |  Use-Time Cost     |
    | VPC                                   |  us-east-1 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | VPC                                   |  us-east-2 ---> us-east-1   |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.03               |  Use-Time Cost     |
    | VPC                                   |  us-east-2 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | VPC                                   |  us-west-2 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | VPC                                   |  eu-west-1 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | VPC                                   |  ap-south-1 ---> *          |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.258              |  Use-Time Cost     |
    | VPC                                   |  ap-northeast-1 ---> *      |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.27               |  Use-Time Cost     |
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+

System's Internal Usage

System's internal usage is charged along the following dimensions:

    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Metering Resource                     |       Regions       |     Metering Dimension             |    Metering Unit       |   Price per unit       |  Cost Type         |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   *                 |     S3TagStorage                   |    TagHours            |   $ 0.000003           |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   ap-south-1        |     TimedStorage                   |    ByteHours           |   $ 0.075              |  Recurring Costs   |
    | S3                                    |   ap-northeast-1    |     TimedStorage                   |    ByteHours           |   $ 0.075              |  Recurring Costs   |
    | S3                                    |   us-*  & eu-*      |     TimedStorage                   |    ByteHours           |   $ 0.069              |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   ap-northeast-1    |     Requests (Tier 1)              |    Count               |   $ 0.0000141          |  Use-Time Cost     |
    | S3                                    | us-* & eu-* & ap-s* |     Requests (Tier 1)              |    Count               |   $ 0.000015           |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   ap-northeast-1    |     Requests (Tier 2)              |    Count               |   $ 0.0000141          |  Use-Time Cost     |
    | S3                                    | us-* & eu-* & ap-s* |     Requests (Tier 2)              |    Count               |   $ 0.000015           |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   *                 |     DataTransferIn                 |    GB                  |   $ 0.0                |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   ap-south-1        |     DataTransferOut                |    GB                  |   $ 0.3279             |  Use-Time Cost     |
    | S3                                    |   ap-northeast-1    |     DataTransferOut                |    GB                  |   $ 0.342              |  Use-Time Cost     |
    | S3                                    |   us-*  & eu-*      |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | SQS                                   |   *                 |     RequestsRBP                    |    Count               |   $ 0.0000015          |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | SQS                                   |   *                 |     RequestsFIFO_RBP               |    Count               |   $ 0.0000015          |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | SQS                                   |   *                 |     RequestsFIFO_Tier1             |    Count               |   $ 0.0000015          |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | SQS                                   |   *                 |     DataTransferIn                 |    GB                  |   $ 0.0                |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | SQS                                   |   ap-south-1        |     DataTransferOut                |    GB                  |   $ 0.3279             |  Use-Time Cost     |
    | SQS                                   |   ap-northeast-1    |     DataTransferOut                |    GB                  |   $ 0.114              |  Use-Time Cost     |
    | SQS                                   |   us-* & eu-*       |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | DynamoDB                              |   ap-south-1        |     ReadCapacityUnit               |    RCU                 |   $ 0.000444           |  Recurring Costs   |
    | DynamoDB                              |   ap-northeast-1    |     ReadCapacityUnit               |    RCU                 |   $ 0.0004452          |  Recurring Costs   |
    | DynamoDB                              |   eu-west-1         |     ReadCapacityUnit               |    RCU                 |   $ 0.000441           |  Recurring Costs   |
    | DynamoDB                              |   us-*              |     ReadCapacityUnit               |    RCU                 |   $ 0.00039            |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | DynamoDB                              |   ap-south-1        |     WriteCapacityUnit              |    WCU                 |   $ 0.00222            |  Recurring Costs   |
    | DynamoDB                              |   ap-northeast-1    |     WriteCapacityUnit              |    WCU                 |   $ 0.002226           |  Recurring Costs   |
    | DynamoDB                              |   eu-west-1         |     WriteCapacityUnit              |    WCU                 |   $ 0.002205           |  Recurring Costs   |
    | DynamoDB                              |   us-*              |     WriteCapacityUnit              |    WCU                 |   $ 0.00195            |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | DynamoDB                              |   ap-south-1        |     TimedStorage                   |    ByteHours           |   $ 0.855              |  Recurring Costs   |
    | DynamoDB                              |   ap-northeast-1    |     TimedStorage                   |    ByteHours           |   $ 0.855              |  Recurring Costs   |
    | DynamoDB                              |   eu-west-1         |     TimedStorage                   |    ByteHours           |   $ 0.849              |  Recurring Costs   |
    | DynamoDB                              |   us-*              |     TimedStorage                   |    ByteHours           |   $ 0.75               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | DynamoDB                              |   *                 |     DataTransferIn                 |    GB                  |   $ 0.00               |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | DynamoDB                              |   ap-south-1        |     DataTransferOut                |    GB                  |   $ 0.3279             |  Use-Time Cost     |
    | DynamoDB                              |   ap-northeast-1    |     DataTransferOut                |    GB                  |   $ 0.342              |  Use-Time Cost     |
    | DynamoDB                              |   us-*  & eu-*      |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Lambda                                |   *                 |     ExecutionTime                  |    Seconds             |   $ 0.0000500001       |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Lambda                                |   *                 |     ExecutionRequests              |    Count               |   $ 0.0000006          |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Lambda                                |   ap-south-1        |     Storage                        |    GB                  |   $ 0.0000001056       |  Use-Time Cost     |
    | Lambda                                |   ap-northeast-1    |     Storage                        |    GB                  |   $ 0.000000111        |  Use-Time Cost     |
    | Lambda                                |   eu-west-1         |     Storage                        |    GB                  |   $ 0.000000102        |  Use-Time Cost     |
    | Lambda                                |   us-*              |     Storage                        |    GB                  |   $ 0.0000000927       |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Lambda                                |   *                 |     DataTransferIn                 |    GB                  |   $ 0.0                |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Cloudwatch                            |   ap-south-1        |     DataProcessing                 |    GB                  |   $ 2.01               |  Use-Time Cost     |
    | Cloudwatch                            |   ap-northeast-1    |     DataProcessing                 |    GB                  |   $ 2.28               |  Use-Time Cost     |
    | Cloudwatch                            |   eu-west-1         |     DataProcessing                 |    GB                  |   $ 1.71               |  Use-Time Cost     |
    | Cloudwatch                            |   us-*              |     DataProcessing                 |    GB                  |   $ 1.50               |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Cloudwatch                            |   ap-northeast-1    |     TimedStorage                   |    GBMonth             |   $ 0.099              |  Recurring Costs   |
    | Cloudwatch                            | us-* & eu-* & ap-s* |     TimedStorage                   |    GBMonth             |   $ 0.09               |  Recurring Costs   |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+
    | CodeBuild                             |   us-east-1         |     BuildMinutes                   |    Minutes             |   $ 0.015              |  Use-Time Cost     |
    +---------------------------------------+---------------------+------------------------------------+------------------------+------------------------+--------------------+


    +----------------------------------------------+
    |S3 Buckets Cross Region Data Transfer Pricing |
    +----------------------------------------------+
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+
    | Metering Resource                     | from-region ---> to-region  |     Metering Dimension             |    Metering Unit       |   Price per unit       |  Cost Type         |
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |   *                         |     DataTransferIn_CrossRegion     |    GB                  |   $ 0.0                |  Use-Time Cost     |
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+
    | S3                                    |  us-east-1 ---> us-east-2   |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.03               |  Use-Time Cost     |
    | S3                                    |  us-east-1 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | S3                                    |  us-east-2 ---> us-east-1   |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.03               |  Use-Time Cost     |
    | S3                                    |  us-east-2 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | S3                                    |  us-west-2 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | S3                                    |  eu-west-1 ---> *           |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.06               |  Use-Time Cost     |
    | S3                                    |  ap-south-1 ---> *          |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.258              |  Use-Time Cost     |
    | S3                                    |  ap-northeast-1 ---> *      |     DataTransferOut_CrossRegion    |    GB                  |   $ 0.27               |  Use-Time Cost     |
    +---------------------------------------+-----------------------------+------------------------------------+------------------------+------------------------+--------------------+

Caveat: While the upside of this pricing / billing approach is that it maps to AWS usage types and services - so it is easy to understand for the user. However, we do know this does complicate cost calculations for the user. (How much will my dataset cost?)
As we get more data samples around billing and dataset costs, we are hoping to simplify this into a single dataset billing metric (or a few billing metrics) so that cost calculations for datasets are tenable. (We'd love any suggestions around this as well - what works and what doesnt work)

Invoicing

  • For each dataset execution by the customer, we calculate the usage of different resources involved in the dataset execution.
  • These usage records are then costed and added to the customer invoice.
  • At the end of the billing cycle (monthly), the customer invoice is finalized and the customer card on file is charged with the invoice amount.
  • Every invoice is emailed to the customer on finalization and the customers can also view the invoices anytime on the #Let's Data website.
  • We also publish detailed, granular records of each service's usage records for each dataset. These are viewable on the dataset page and the via the CLI.

  Sample Invoice

Usage Records

Here are the schema and example Usage Records that are emitted by #Let's Data.
    Schema
    ------
    {
      "tenantId": "String - tenantId",
      "userId": "Optional - String - userId",
      "datasetName": "Optional - String - datasetName",
      "datasetId": "Optional - String - datasetId",
      "taskId": "Optional - String - taskId",
      "connectorDestinations": "Optional - String - connectorDestinations",
      "resourceLocation": "Optional - String - resourceLocation",
      "resourceArn": "Optional - String - resourceArn",
      "computeEngineType": "Optional - String - computeEngineType",
      "internalComponent": "Optional - String - internalComponent name",
      "meteringDimension": "String - meteringDimension",
      "meteringUnit": "String - meteringUnit",
      "meteringValue": Decimal - meteringValue,
      "resource": "String - resource",
      "resourceType": "String - resourceType",
      "eventStartTime": Long - eventStartTime,
      "eventEndTime": Long - eventEndTime,
      "billedStatus": "String - Billed status",
      "createDatetime": Long - eventStartTime,
      "updateDatetime": Long - eventEndTime
    }
    Example
    -------
    {
      "tenantId": "73160a84-4890-4ed9-95d1-f5e8b19658cd",
      "userId": "078260ed-3124-4de0-8eee-cc5b5025e7ad",
      "datasetName": "IndexWebCrawlDataDec2022",
      "datasetId": "d980bd53c402e9bf5ca067675d2a1bfd",
      "taskId": "343e3d5183e245695ba8e30ad62f5a60",
      "meteringDimension": "ExecutionTime",
      "meteringUnit": "Seconds",
      "meteringValue": 309.0,
      "resource": "Lambda",
      "resourceType": "DatasetTask",
      "eventStartTime": 1672022358453,
      "eventEndTime": 1672022668153,
      "billedStatus": "BILLED",
      "createDatetime": 1672022671588,
      "updateDatetime": 1672022678107
    }

Users can use the following commands to retrieve usage and cost information:

List Usage Records - Command Syntax

    $ > letsdata usagerecords list --datasetName 'datasetName' [--userId 'userId' --limit 'integer_limit' --next 'nextToken']

    Example: $ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022
 

Command Detailed Docs

    $ > letsdata usagerecords list help

 Show Results

+-------------------+
| usagerecords list |
+-------------------+
 List the usage records created by #Let's Data to record the usage of the different AWS resources for the dataset execution. These are then used to determine the costs related to the dataset.

 Here is a quick command syntax and examples:

 $ > letsdata usagerecords list --datasetName 'datasetName' [--userId 'userId' --limit 'integer_limit' --next 'nextToken']

 Example: $ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022

 Input Parameters:
 ----------------

 * datasetName: The dataset name for the dataset that the user wants to run the command for.
 For example, $ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022

 * userId: [Optional] The userId of the user that owns the dataset. In case a TenantAdmin user wants to run the command on datasets created by other users in the organization, they can do so by specifying the userId of the dataset's owner.
 For example, $ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022 --userId 078260ed-3124-4de0-8eee-cc5b5025e7ad

 * limit: [Optional] The limit for the number of results that are to be returned by the command. This is used in conjunction with pagination when large number of records are being retrieved. This is optional and the system does set some meaningful defaults in most APIs. Also, this limit is a hint for the API and the results are not guaranteed to be exactly the same number as the limit. The user needs to handle the following cases when specifying limits:
       1./ The results may be lesser in number than the limit (even empty) and the result has a pagination token. The user is expected to use the next token to retrieve the next page in results. This is because the data is retrieved from many different segments and different segments might not return the exact number of records to satisfy the limit, so the aggregate could be lesser than the limit. Only when the next token is null, the result set is complete and there are no more results to be retrieved.
       2./ The records may be a little more than the limit (~<10 or so). User should handle these gracefully.
   Rule of thumb in using limits is to treat it as a soft max limit.
 For example, $ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022 --limit 100

 * next: [Optional] The next token / pagination token to paginate the results. It is possible that the result list is empty but there is a next token. In this case user is expected to use the next token to retrieve the next page. Only when the next token is null, the result set is complete and there are no more results to be retrieved.
 For example, $ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022 --limit 100 --next 0giCKA5wDO0bENp0wwovRQkeirXcfgr3lhIZydjKIK%2B9Xr4B%2FJYhAXvgOiHBWgei4fDnx2p0oGyuKx0wjqApZlOeYXaijTkAxoaQ4TSXXpsmWtUiKrwcn1R8G%2Byfo7LMydz2pPJXSOjjDxyDD9ZpEfAp9w4EUuGKfO2qhI%2BuIyDxs%2FTn4ioZMEK4YbOj51BnGyIki0%2B0szz98EsxnlQYzb2JOagzz0BLTFAI3raL8v%2BZEZjth7PuMM%2BX0jxh8b9FG7idmwheg9PdbryX7fNo5HCnX54U0i8eidL1SCNblJJh7dPU1fZ8RaLEZECmbtPT7KSFK5A8rhhhSr0fnxnj%2BeraCkT6x7hYa%2B%2FRYsIHQ5V8SRQ4nRpRXCxIsdbqc4TjwKG8ngzVLdSdBEmHk1uBIE4SylptTFOk93bz4C02%2Bw89LjRwBZW3KeFEjKqfHVYzsNRAtwadkvObNKED7YbBP7yO1Su1sMjQa3q%2FH3ZuimGOBHbPxz8PRkdxNNRORHIcy%2BgyHgSbhJ4Lpbtbk5Lx8wEkBPs61VgOMdh3z1z05Ww0qxlVQcTogk5smhAIgVJGwF%2B%2BGwCLfNqzD6keJUBSHvpHWfRee3%2BRcRUaY0itBt5FTpnkSVmLYSlckrG%2Bm3vzvyP3XabMr0f1EgTTkJ%2BBmXGJ55p5I0cku2m6VwQmDgFRWvfn6almx%2FyKnVGlAlNGN5cF%2BTWKdewEq6I4lk7VNQ%3D%3D

 Output Parameters:
 -----------------
 The output is a JSON map that has the following sections:
	    {
	        "usage": [
		      {
		        ...
		      },
		      {
		        ...
		      },
		      ...
	        ],
	        "next": "String"
	    }

 * usage: This is the list of usage records json documents that are returned by the list command. These have the following schema:
    {
        "tenantId": "String",
        "userId": "Optional - appears when the usage record is for the user. For any company level resource usage without a user, this is absent",
        "datasetName": "Optional - appears when the usage record is for the dataset. For any company level / user level resource usage without a dataset, this is absent",
        "datasetId": "Optional - appears when the usage record is for the dataset. For any company level / user level resource usage without a dataset, this is absent",
        "taskId": "Optional - appears when the usage record is for the dataset task. For any company level / user level / dataset level resource usage without a task, this is absent",
        "meteringDimension": "ExecutionTime|StorageShardHour|PutRequests|GetRequests|S3TagStorage|TimedStorage",
        "meteringUnit": "Seconds|ShardHours|Count|TagHours|ByteHours|...",
        "meteringValue": "Float",
        "resource": "Lambda|Kinesis|S3|...",
        "resourceType": "Dataset|DatasetTask|DatasetWriteConnector|DatasetErrorConnector|...",
        "eventStartTime": "Long";
        "eventEndTime": "Long",
        "billedStatus": "NOT_BILLED|BILLED|INTERNAL_ERROR|...";
        "createDatetime": "Long",
        "updateDatetime": "Long"
    }
     Here is some explanation about the schema:

     * Optional attributes: Today, we meter only datasets resources for execution. We initialize the resources for dataset when its created and meter the resources during its lifecycle. This is because we do not have any substantial resources allocated at the user / company level. However, with additional scenarios, we can possibly start metering for company (tenant) resources and user resources. In such cases, the dataset and task related items may not appear in the company / user resource metering records records

     * Resource + MeteringDimension + Metering Unit: Each AWS resource (example Kinesis) can be metered on multiple metering dimensions (StorageShardHour, PutRequests, GetRequests) and each of the metering dimensions for the resource has its own unit (ShardHours, Count, Count). See details for detailed list of these mappings

     * ResourceType: ResourceType is the mapping of the resource to dataset's components - For example, an AWS S3 resource can be both a write destination and an error destination. (Resource, ResourceType) tuples disambiguates these - For example, (AWS S3, DatasetWriteConnector) and (AWS S3, DatasetErrorConnector)

     * BilledStatus: The status of the usage record in the external billing system. NOT BILLED means its not yet been sent. BILLED is when the record has been sent to billing and processed successfully. INTERNAL_ERROR is different edge cases with billing that we are solving / fixing - in these cases we have not billed the usagerecord but we may do corrections etc.

 * next: [Optional] The next token / pagination token to paginate the results. It is possible that the result list is empty but there is a next token. In this case user is expected to use the next token to retrieve the next page. Only when the next token is null, the result set is complete and there are no more results to be retrieved.

 Actual Example Output:
-----------------------
 Here is an actual example output for the command:
 {
  "next": "0giCKA5wDO0bENp0wwovRQkeirXcfgr3lhIZydjKIK%2B9Xr4B%2FJYhAXvgOiHBWgei4fDnx2p0oGyuKx0wjqApZlOeYXaijTkAxoaQ4TSXXpsmWtUiKrwcn1R8G%2Byfo7LMydz2pPJXSOjjDxyDD9ZpEfAp9w4EUuGKfO2qhI%2BuIyDxs%2FTn4ioZMEK4YbOj51BnGyIki0%2B0szz98EsxnlQYzb2JOagzz0BLTFAI3raL8v%2BZEZjth7PuMM%2BX0jxh8b9FG7idmwheg9PdbryX7fNo5HCnX54U0i8eidL1SCNblJJh7dPU1fZ8RaLEZECmbtPT7KSFK5A8rhhhSr0fnxnj%2BeraCkT6x7hYa%2B%2FRYsIHQ5V8SRQ4nRpRXCxIsdbqc4TjwKG8ngzVLdSdBEmHk1uBIE4SylptTFOk93bz4C02%2Bw89LjRwBZW3KeFEjKqfHVYzsNRAtwadkvObNKED7YbBP7yO1Su1sMjQa3q%2FH3ZuimGOBHbPxz8PRkdxNNRORHIcy%2BgyHgSbhJ4Lpbtbk5Lx8wEkBPs61VgOMdh3z1z05Ww0qxlVQcTogk5smhAIgVJGwF%2B%2BGwCLfNqzD6keJUBSHvpHWfRee3%2BRcRUaY0itBt5FTpnkSVmLYSlckrG%2Bm3vzvyP3XabMr0f1EgTTkJ%2BBmXGJ55p5I0cku2m6VwQmDgFRWvfn6almx%2FyKnVGlAlNGN5cF%2BTWKdewEq6I4lk7VNQ%3D%3D",
  "usage": [
    {
      "tenantId": "73160a84-4890-4ed9-95d1-f5e8b19658cd",
      "userId": "078260ed-3124-4de0-8eee-cc5b5025e7ad",
      "datasetName": "IndexWebCrawlDataDec2022",
      "datasetId": "d980bd53c402e9bf5ca067675d2a1bfd",
      "taskId": "343e3d5183e245695ba8e30ad62f5a60",
      "meteringDimension": "ExecutionTime",
      "meteringUnit": "Seconds",
      "meteringValue": 309.0,
      "resource": "Lambda",
      "resourceType": "DatasetTask",
      "eventStartTime": 1672022358453,
      "eventEndTime": 1672022668153,
      "billedStatus": "BILLED",
      "createDatetime": 1672022671588,
      "updateDatetime": 1672022678107
    },
    {
      "tenantId": "73160a84-4890-4ed9-95d1-f5e8b19658cd",
      "userId": "078260ed-3124-4de0-8eee-cc5b5025e7ad",
      "datasetName": "IndexWebCrawlDataDec2022",
      "datasetId": "d980bd53c402e9bf5ca067675d2a1bfd",
      "taskId": "343e3d5183e245695ba8e30ad62f5a60",
      "meteringDimension": "ExecutionTime",
      "meteringUnit": "Seconds",
      "meteringValue": 309.0,
      "resource": "Lambda",
      "resourceType": "DatasetTask",
      "eventStartTime": 1672054465443,
      "eventEndTime": 1672054775304,
      "billedStatus": "BILLED",
      "createDatetime": 1672054775595,
      "updateDatetime": 1672054782009
    },
    {
      "tenantId": "73160a84-4890-4ed9-95d1-f5e8b19658cd",
      "userId": "078260ed-3124-4de0-8eee-cc5b5025e7ad",
      "datasetName": "IndexWebCrawlDataDec2022",
      "datasetId": "d980bd53c402e9bf5ca067675d2a1bfd",
      "taskId": "343e3d5183e245695ba8e30ad62f5a60",
      "meteringDimension": "ExecutionTime",
      "meteringUnit": "Seconds",
      "meteringValue": 310.0,
      "resource": "Lambda",
      "resourceType": "DatasetTask",
      "eventStartTime": 1672055364964,
      "eventEndTime": 1672055675558,
      "billedStatus": "BILLED",
      "createDatetime": 1672055682577,
      "updateDatetime": 1672055683397
    }
  ]
}


Details:
-------
#Let's Data charges are usage based - there are no upfront fees, hidden costs, recurring charges or service minimums.

As the datasets execute, their resource usage is calculated, costed and added to the customer's invoice. The invoice is charged at the end of the billing cycle.

Cost Types
----------
Datasets execution causes #Let's Data to initialize a variety of different AWS resources - these include the write connector (e.g. kinesis stream), the error connectors (e.g. S3 bucket) and different internal components such as queues, database tables, compute resources etc.

These resources start accruing costs as soon as they are created. The costs can be classified into two categories: 1./ Use-time cost 2./ Recurring costs

* Use-Time Costs: Use-time costs are costs that accrue when the resources are being used. If the resources are not being used, these costs do not add up. For example, Lambda compute duration costs only for the time the lambda function was running. If the function is not running, there would be no costs. Similar examples are Requests per second, Bytes Transferred per second etc.
* Recurring Costs: Recurring costs are costs that keep on adding up as long as the resource remains initialized. For example, a kinesis stream's Shard-hours costs are such an example - every hour the kinesis shards size is calculated and costed. Even if the dataset is complete and no data is being written / read from the kinesis stream, the Shard-hours costs keep adding up. Similar examples are S3 Bucket Storage Bytes, Dynamo DB Storage Bytes etc.

Usage Types and Pricing
-----------------------
The following service usages are charged for a dataset execution along with their pricing.

Connectors:
+---------------------------------------+------------------------------------+------------------------+------------------------+--------------------+
| Metering Resource                     |     Metering Dimension             |    Metering Unit       |   Price per unit       |  Cost Type         |
+---------------------------------------+------------------------------------+------------------------+------------------------+--------------------+
| Kinesis                               |     StorageShardHour               |    ShardHours          |   $ 0.045              |  Recurring Costs   |
| Kinesis                               |     PutRequests                    |    Count               |   $ 000000042          |  Use-Time Cost     |
| Kinesis                               |     GetRequests                    |    Count               |   TBA                  |  Use-Time Cost     |
| S3                                    |     S3TagStorage                   |    TagHours            |   $ 0.000003           |  Recurring Costs   |
| S3                                    |     TimedStorage                   |    ByteHours           |   $ 0.069              |  Recurring Costs   |
| S3                                    |     Requests (Tier 1)              |    Count               |   $ 0.000015           |  Use-Time Cost     |
| S3                                    |     Requests (Tier 2)              |    Count               |   $ 0.000015           |  Use-Time Cost     |
| S3                                    |     DataTransferIn                 |    GB                  |   $ 0.27               |  Use-Time Cost     |
| S3                                    |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
| DynamoDB                              |     ReadCapacityUnit               |    RCU                 |   $ 0.00039            |  Recurring Costs   |
| DynamoDB                              |     WriteCapacityUnit              |    WCU                 |   $ 0.00195            |  Recurring Costs   |
| DynamoDB                              |     TimedStorage                   |    ByteHours           |   $ 0.75               |  Recurring Costs   |
| DynamoDB                              |     DataTransferIn                 |    GB                  |   $ 0.27               |  Use-Time Cost     |
| DynamoDB                              |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
| SQS                                   |     RequestsRBP                    |    Count               |   $ 0.0000015          |  Use-Time Cost     |
| SQS                                   |     RequestsFIFO_RBP               |    Count               |   $ 0.0000015          |  Use-Time Cost     |
| SQS                                   |     DataTransferIn                 |    GB                  |   $ 0.27               |  Use-Time Cost     |
| SQS                                   |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
+---------------------------------------+------------------------------------+------------------------+------------------------+--------------------+

Compute Engine:
+---------------------------------------+------------------------------------+------------------------+------------------------+--------------------+
| Metering Resource                     |     Metering Dimension             |    Metering Unit       |   Price per unit       |  Cost Type         |
+---------------------------------------+------------------------------------+------------------------+------------------------+--------------------+
| Lambda                                |     ExecutionTime                  |    Seconds             |   $ 0.0000500001       |  Use-Time Cost     |
| Lambda                                |     ExecutionRequests              |    Count               |   $ 0.0000006          |  Use-Time Cost     |
| Lambda                                |     DataTransferIn                 |    GB                  |   $ 0.27               |  Use-Time Cost     |
| Cloudwatch                            |     DataProcessing                 |    GB                  |   $ 1.50               |  Use-Time Cost     |
| Cloudwatch                            |     TimedStorage                   |    GBMonth             |   $ 0.09               |  Recurring Costs   |
+---------------------------------------+------------------------------------+------------------------+------------------------+--------------------+

System's Internal Usage:
+---------------------------------------+------------------------------------+------------------------+------------------------+--------------------+
| Metering Resource                     |     Metering Dimension             |    Metering Unit       |   Price per unit       |  Cost Type         |
+---------------------------------------+------------------------------------+------------------------+------------------------+--------------------+
| S3                                    |     S3TagStorage                   |    TagHours            |   $ 0.000003           |  Recurring Costs   |
| S3                                    |     TimedStorage                   |    ByteHours           |   $ 0.069              |  Recurring Costs   |
| S3                                    |     Requests (Tier 1)              |    Count               |   $ 0.000015           |  Use-Time Cost     |
| S3                                    |     Requests (Tier 2)              |    Count               |   $ 0.000015           |  Use-Time Cost     |
| S3                                    |     DataTransferIn                 |    GB                  |   $ 0.27               |  Use-Time Cost     |
| S3                                    |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
| SQS                                   |     RequestsRBP                    |    Count               |   $ 0.0000015          |  Use-Time Cost     |
| SQS                                   |     RequestsFIFO_RBP               |    Count               |   $ 0.0000015          |  Use-Time Cost     |
| SQS                                   |     DataTransferIn                 |    GB                  |   $ 0.27               |  Use-Time Cost     |
| SQS                                   |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
| DynamoDB                              |     ReadCapacityUnit               |    RCU                 |   $ 0.00039            |  Recurring Costs   |
| DynamoDB                              |     WriteCapacityUnit              |    WCU                 |   $ 0.00195            |  Recurring Costs   |
| DynamoDB                              |     TimedStorage                   |    ByteHours           |   $ 0.75               |  Recurring Costs   |
| DynamoDB                              |     DataTransferIn                 |    GB                  |   $ 0.27               |  Use-Time Cost     |
| DynamoDB                              |     DataTransferOut                |    GB                  |   $ 0.27               |  Use-Time Cost     |
| Lambda                                |     ExecutionTime                  |    Seconds             |   $ 0.0000500001       |  Use-Time Cost     |
| Lambda                                |     ExecutionRequests              |    Count               |   $ 0.0000006          |  Use-Time Cost     |
| Lambda                                |     DataTransferIn                 |    GB                  |   $ 0.27               |  Use-Time Cost     |
| Cloudwatch                            |     DataProcessing                 |    GB                  |   $ 1.50               |  Use-Time Cost     |
| Cloudwatch                            |     TimedStorage                   |    GBMonth             |   $ 0.09               |  Recurring Costs   |
| CodeBuild                             |     BuildMinutes                   |    Minutes             |   $ 0.015              |  Use-Time Cost     |
+---------------------------------------+------------------------------------+------------------------+------------------------+--------------------+

Cost Management
---------------
Considering that our datasets are active for a finite amount of time, it makes sense to reclaim any resources that were initialized for the dataset processing but are not being used anymore since the dataset has COMPLETED /ERRORED. A notable exception to these is data in the write connectors / error connectors that may still be used by the external applications. If these unused resources are not reclaimed, they can easily add up to the costs for the dataset and result in a larger than expected billed amount.
Learn about Costs Management in #Let's Data at: https://www.letsdata.io/docs#costsmanagement


Examples:
---------

	# Example 1: View dataset IndexWebCrawlDataDec2022 usage records
	$ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022

	# Example 2: View usage records for the dataset IndexWebCrawlDataDec2022 created by the user '078260ed-3124-4de0-8eee-cc5b5025e7ad'
	$ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022 --userId 078260ed-3124-4de0-8eee-cc5b5025e7ad

	# Example 3: View dataset IndexWebCrawlDataDec2022 usage records, limit results to 100 records
	$ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022 --limit 100

	# Example 4: View dataset IndexWebCrawlDataDec2022 usage records, limit results to 100 records and paginate using next token
	$ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022 --limit 100 --next 0giCKA5wDO0bENp0wwovRQkeirXcfgr3lhIZydjKIK%2B9Xr4B%2FJYhAXvgOiHBWgei4fDnx2p0oGyuKx0wjqApZlOeYXaijTkAxoaQ4TSXXpsmWtUiKrwcn1R8G%2Byfo7LMydz2pPJXSOjjDxyDD9ZpEfAp9w4EUuGKfO2qhI%2BuIyDxs%2FTn4ioZMEK4YbOj51BnGyIki0%2B0szz98EsxnlQYzb2JOagzz0BLTFAI3raL8v%2BZEZjth7PuMM%2BX0jxh8b9FG7idmwheg9PdbryX7fNo5HCnX54U0i8eidL1SCNblJJh7dPU1fZ8RaLEZECmbtPT7KSFK5A8rhhhSr0fnxnj%2BeraCkT6x7hYa%2B%2FRYsIHQ5V8SRQ4nRpRXCxIsdbqc4TjwKG8ngzVLdSdBEmHk1uBIE4SylptTFOk93bz4C02%2Bw89LjRwBZW3KeFEjKqfHVYzsNRAtwadkvObNKED7YbBP7yO1Su1sMjQa3q%2FH3ZuimGOBHbPxz8PRkdxNNRORHIcy%2BgyHgSbhJ4Lpbtbk5Lx8wEkBPs61VgOMdh3z1z05Ww0qxlVQcTogk5smhAIgVJGwF%2B%2BGwCLfNqzD6keJUBSHvpHWfRee3%2BRcRUaY0itBt5FTpnkSVmLYSlckrG%2Bm3vzvyP3XabMr0f1EgTTkJ%2BBmXGJ55p5I0cku2m6VwQmDgFRWvfn6almx%2FyKnVGlAlNGN5cF%2BTWKdewEq6I4lk7VNQ%3D%3D

Docs:
-----

 You can also learn all about UsageRecords & Billing at: https://www.letsdata.io/docs#billing

 You can also learn about Costs Management in #Let's Data at: https://www.letsdata.io/docs#costsmanagement


Command Example

 Show Example

	# Example 1: View dataset IndexWebCrawlDataDec2022 usage records
	$ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022

	# Example 2: View usage records for the dataset IndexWebCrawlDataDec2022 created by the user '078260ed-3124-4de0-8eee-cc5b5025e7ad'
	$ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022 --userId 078260ed-3124-4de0-8eee-cc5b5025e7ad

	# Example 3: View dataset IndexWebCrawlDataDec2022 usage records, limit results to 100 records
	$ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022 --limit 100

	# Example 4: View dataset IndexWebCrawlDataDec2022 usage records, limit results to 100 records and paginate using next token
	$ > letsdata usagerecords list --datasetName IndexWebCrawlDataDec2022 --limit 100 --next 0giCKA5wDO0bENp0wwovRQkeirXcfgr3lhIZydjKIK%2B9Xr4B%2FJYhAXvgOiHBWgei4fDnx2p0oGyuKx0wjqApZlOeYXaijTkAxoaQ4TSXXpsmWtUiKrwcn1R8G%2Byfo7LMydz2pPJXSOjjDxyDD9ZpEfAp9w4EUuGKfO2qhI%2BuIyDxs%2FTn4ioZMEK4YbOj51BnGyIki0%2B0szz98EsxnlQYzb2JOagzz0BLTFAI3raL8v%2BZEZjth7PuMM%2BX0jxh8b9FG7idmwheg9PdbryX7fNo5HCnX54U0i8eidL1SCNblJJh7dPU1fZ8RaLEZECmbtPT7KSFK5A8rhhhSr0fnxnj%2BeraCkT6x7hYa%2B%2FRYsIHQ5V8SRQ4nRpRXCxIsdbqc4TjwKG8ngzVLdSdBEmHk1uBIE4SylptTFOk93bz4C02%2Bw89LjRwBZW3KeFEjKqfHVYzsNRAtwadkvObNKED7YbBP7yO1Su1sMjQa3q%2FH3ZuimGOBHbPxz8PRkdxNNRORHIcy%2BgyHgSbhJ4Lpbtbk5Lx8wEkBPs61VgOMdh3z1z05Ww0qxlVQcTogk5smhAIgVJGwF%2B%2BGwCLfNqzD6keJUBSHvpHWfRee3%2BRcRUaY0itBt5FTpnkSVmLYSlckrG%2Bm3vzvyP3XabMr0f1EgTTkJ%2BBmXGJ55p5I0cku2m6VwQmDgFRWvfn6almx%2FyKnVGlAlNGN5cF%2BTWKdewEq6I4lk7VNQ%3D%3D

List Costs - Command Syntax

     $ > letsdata costs list [--limit 'integer_limit' --next 'next_token']

     Example: $ > letsdata costs list
 

Command Detailed Docs

    $ > letsdata costs list help

 Show Results

+-------------+
| costs list |
+------------+
 The costs list command lists the billing account information, the payment method on file, a list of invoices, their payment status and links to pay the invoice /download the invoices as a PDF file.

 Here is a quick command syntax and examples:

 $ > letsdata costs list [--limit 'integer_limit' --next 'next_token']

 Example: $ > letsdata costs list

 Input Parameters:
 ----------------

 * limit: [Optional] The limit for the number of results that are to be returned by the command. This is used in conjunction with pagination when large number of records are being retrieved. This is optional and the system does set some meaningful defaults in most APIs. Also, this limit is a hint for the API and the results are not guaranteed to be exactly the same number as the limit. The user needs to handle the following cases when specifying limits:
       1./ The results may be lesser in number than the limit (even empty) and the result has a pagination token. The user is expected to use the next token to retrieve the next page in results. This is because the data is retrieved from many different segments and different segments might not return the exact number of records to satisfy the limit, so the aggregate could be lesser than the limit. Only when the next token is null, the result set is complete and there are no more results to be retrieved.
       2./ The records may be a little more than the limit (~<10 or so). User should handle these gracefully.
   Rule of thumb in using limits is to treat it as a soft max limit.
   The limit is for the number of invoices to return in the result.
   For example, $ > letsdata costs list --limit 100

 * next: [Optional] The next token / pagination token to paginate the results. It is possible that the result list is empty but there is a next token. In this case user is expected to use the next token to retrieve the next page. Only when the next token is null, the result set is complete and there are no more results to be retrieved.
   For example, $ > letsdata costs list --next in_1MPp74JcNeyq2GQYBxYwfdjn

 Output Parameters:
 -----------------
 The output is a JSON map that has the following sections:
    {
        "customer": {
            ...
        },
        "paymentDetails": {
            ...
        },
        "pricing": [
            {
                ...
            },
            ...
        ],
        "invoices": [
            {
                ...
            },
            ...
        ],
        "next": "String"
    }


 * customer: This is the billing account on file with the external billing system (Stripe) for the logged in user's tenant. This account is created using the credit card that was used at the company's registration. Since a company (tenant) can have many users, every user's activity is mapped back to this billing account for costing. Here is the schema for the customer json:
        "customer": {
            "customerName": "String",
            "address": {
                "city": "String",
                "country": "String",
                "line1": "String",
                "line2": "String",
                "postal_code": "String",
                "state": "String"
            },
            "emailAddress": "String",
            "phone": "String"
        },



 * paymentDetails: These are the payment details (CC details) that will be used to charge the customer. These are the CC details that were used at the time of registration. Here is the schema for the paymentDetails json:
        "paymentDetails": {
            "paymentMethodType": "String",
            "ccLastFour": "String",
            "ccDescription": "String",
            "ccExpiry": "String",
            "ccBrand": "String"
        },



 * pricing: Pricing is the list of different cost items that the customer is subscribed for. These cost items are the same as the metrics that are used in the dataset's usagerecords with the addition of a price element to these metrics. For example, Lambda execution time, Kinesis StorageShardHour etc. Each line item in the invoice will correspond to an item in this pricing list and the costs calculated for each line item would be based on the price defined in the pricing list elements. Here is the schema for the pricing json:
        "pricing": [
            {
                "productName": "String",
                "productDescription": "String",
                "productDefaultPrice": "Float",
                "priceNickName": "String",
                "priceUnitAmount": "Float",
            },
            ...
        ],



 * invoices: These are the invoices (finalized bills) that were generated for each billing cycle. The invoices contain the start and end times for the billing duration, the amounts due broken down by tax and usage, the charge (if any) on the customer's CC, the payment Url to pay the invoice and a downloadable PDF link. It also contains an invoice line items list, which breaks down the invoice amount by the different pricing elements. Here is the schema for the invoices json:
    "invoices": [
        {
            "tax": 8.03,
            "total": 87.51,
            "amountDue": 87.55,
            "amountPaid": 87.55,
            "charge": "ch_3MAySYJcNeyq2GQY10i2sWuo",
            "currency": "usd",
            "description": null,
            "dueDate": null,
            "startTime": 1669994342,
            "endTime": 1670080742,
            "paymentUrl": "https://invoice.stripe.com/i/acct_1HEibBJcNeyq2GQY/test_YWNjdF8xSEVpYkJKY05leXEyR1FZLF9NdW41ZjhiTG9Zem1ZcXNYeHkyS2lXVVdITE5FQ2JjLDY0MTg3NzYy0200055ed3LG?s=ap",
            "pdf": "https://pay.stripe.com/invoice/acct_1HEibBJcNeyq2GQY/test_YWNjdF8xSEVpYkJKY05leXEyR1FZLF9NdW41ZjhiTG9Zem1ZcXNYeHkyS2lXVVdITE5FQ2JjLDY0MTg3NzYy0200055ed3LG/pdf?s=ap",
            "status": "paid",
            "invoiceLineItems": [
                {
                    "amount": 79.48,
                    "amountExcludingTax": 79.48,
                    "currency": "usd",
                    "description": "23842898 \u00d7 Compute - LambdaTaskExecutionDuration (at $0.00000333334 / day)",
                    "endTime": 1670080479,
                    "priceName": "LambdaTaskExecutionDuration",
                    "startTime": 1669994066,
                    "taxAmounts": [
                        {
                            "amount": 8.03,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "0.00000333334",
                    "unitQuantity": 238428.98
                },
                {
                    "amount": 0.0,
                    "amountExcludingTax": 0.0,
                    "currency": "usd",
                    "description": "0 \u00d7 KinesisWriteConnector - StorageShardHours (at $0.0003 / day)",
                    "endTime": 1670080479,
                    "priceName": "KinesisShardHours",
                    "startTime": 1669994066,
                    "taxAmounts": [
                        {
                            "amount": 0.0,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "0.0003",
                    "unitQuantity": 0.0
                },
                {
                    "amount": 0.0,
                    "amountExcludingTax": 0.0,
                    "currency": "usd",
                    "description": "0 \u00d7 KinesisWriteConnector - WriteCapacityUnits (at $0.00000000028 / day)",
                    "endTime": 1670080479,
                    "priceName": "KinesisWriteCapacityUnits",
                    "startTime": 1669994066,
                    "taxAmounts": [
                        {
                            "amount": 0.0,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "2.8E-10",
                    "unitQuantity": 0.0
                },
                {
                    "amount": 0.0,
                    "amountExcludingTax": 0.0,
                    "currency": "usd",
                    "description": "0 \u00d7 KinesisWriteConnector - ReadCapacityUnits (at $0.00000000028 / day)",
                    "endTime": 1670080479,
                    "priceName": "KinesisReadCapacityUnits",
                    "startTime": 1669994066,
                    "taxAmounts": [
                        {
                            "amount": 0.0,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "2.8E-10",
                    "unitQuantity": 0.0
                },
                {
                    "amount": 0.0,
                    "amountExcludingTax": 0.0,
                    "currency": "usd",
                    "description": "0 \u00d7 S3ErrorConnector - TagStorageHours (at $0.000000021 / day)",
                    "endTime": 1670080479,
                    "priceName": "S3ErrorConnectorTagStorageHours",
                    "startTime": 1669994066,
                    "taxAmounts": [
                        {
                            "amount": 0.0,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "2.1E-8",
                    "unitQuantity": 0.0
                },
                {
                    "amount": 0.0,
                    "amountExcludingTax": 0.0,
                    "currency": "usd",
                    "description": "0 \u00d7 S3ErrorConnector - StorageHours (at $0.000000021 / day)",
                    "endTime": 1670080479,
                    "priceName": "S3ErrorConnectorStorageHours",
                    "startTime": 1669994066,
                    "taxAmounts": [
                        {
                            "amount": 0.0,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "2.1E-8",
                    "unitQuantity": 0.0
                }
            ]
        },
        ...
    ],


 * next: [Optional] The next token / pagination token to paginate the results. It is possible that the result list is empty but there is a next token. In this case user is expected to use the next token to retrieve the next page. Only when the next token is null, the result set is complete and there are no more results to be retrieved.

 Actual Example Output:
-----------------------
 Here is an actual example output for the command:
  {
    "customer": {
        "address": {
            "city": "Redmond",
            "country": "US",
            "line1": "P.O.Box 3223",
            "line2": "",
            "postal_code": "98073",
            "state": "WA"
        },
        "customerName": "#Let's Data Support Account",
        "emailAddress": "support@letsdata.io",
        "phone": "4578941275"
    },
    "paymentDetails": [
        {
            "ccBrand": "visa",
            "ccDescription": null,
            "ccExpiry": "10-2025",
            "ccLastFour": "4242",
            "paymentMethodType": "card"
        },
        {
            "ccBrand": "visa",
            "ccDescription": null,
            "ccExpiry": "12-2024",
            "ccLastFour": "4242",
            "paymentMethodType": "card"
        }
    ],
    "pricing": [
        {
            "priceNickName": "LambdaTaskExecutionDuration",
            "priceUnitAmount": "0.000333334",
            "productDefaultPrice": null,
            "productDescription": "Let's Data's Lambda Compute product that measures the lambda tasks execution duration",
            "productName": "Compute - LambdaTaskExecutionDuration"
        },
        {
            "priceNickName": "KinesisShardHours",
            "priceUnitAmount": "0.03",
            "productDefaultPrice": null,
            "productDescription": "Let's Data's Kinesis Write Connector's Storage product that measures the Kinesis stream's Shard Hours",
            "productName": "KinesisWriteConnector - StorageShardHours"
        },
        {
            "priceNickName": "KinesisWriteCapacityUnits",
            "priceUnitAmount": "0.000000028",
            "productDefaultPrice": null,
            "productDescription": "Let's Data's Kinesis Write Connector product that measures the Kinesis stream's write capacity units usage.",
            "productName": "KinesisWriteConnector - WriteCapacityUnits"
        },
        {
            "priceNickName": "KinesisReadCapacityUnits",
            "priceUnitAmount": "0.000000028",
            "productDefaultPrice": null,
            "productDescription": "Let's Data's Kinesis Write Connector product that measures the Kinesis stream's read capacity units usage.",
            "productName": "KinesisWriteConnector - ReadCapacityUnits"
        },
        {
            "priceNickName": "S3ErrorConnectorTagStorageHours",
            "priceUnitAmount": "0.0000021",
            "productDefaultPrice": null,
            "productDescription": "Let's Data's S3 Error Connector product that measures the S3 Bucket's tag storage hours usage.",
            "productName": "S3ErrorConnector - TagStorageHours"
        },
        {
            "priceNickName": "S3ErrorConnectorStorageHours",
            "priceUnitAmount": "0.0000021",
            "productDefaultPrice": null,
            "productDescription": "Let's Data's S3 Error Connector product that measures the S3 Bucket's storage hours usage.",
            "productName": "S3ErrorConnector - StorageHours"
        }
    ],
    "invoices": [
        {
            "amountDue": 0.0,
            "amountPaid": 0.0,
            "charge": null,
            "currency": "usd",
            "description": null,
            "dueDate": null,
            "endTime": 1673623142,
            "invoiceLineItems": [
                {
                    "amount": 0.0,
                    "amountExcludingTax": 0.0,
                    "currency": "usd",
                    "description": "0 \u00d7 Compute - LambdaTaskExecutionDuration (at $0.00000333334 / day)",
                    "endTime": 1673623142,
                    "priceName": "LambdaTaskExecutionDuration",
                    "startTime": 1673536742,
                    "taxAmounts": [
                        {
                            "amount": 0.0,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "0.00000333334",
                    "unitQuantity": 0.0
                },
                {
                    "amount": 0.0,
                    "amountExcludingTax": 0.0,
                    "currency": "usd",
                    "description": "0 \u00d7 KinesisWriteConnector - StorageShardHours (at $0.0003 / day)",
                    "endTime": 1673623142,
                    "priceName": "KinesisShardHours",
                    "startTime": 1673536742,
                    "taxAmounts": [
                        {
                            "amount": 0.0,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "0.0003",
                    "unitQuantity": 0.0
                },
                {
                    "amount": 0.0,
                    "amountExcludingTax": 0.0,
                    "currency": "usd",
                    "description": "0 \u00d7 KinesisWriteConnector - WriteCapacityUnits (at $0.00000000028 / day)",
                    "endTime": 1673623142,
                    "priceName": "KinesisWriteCapacityUnits",
                    "startTime": 1673536742,
                    "taxAmounts": [
                        {
                            "amount": 0.0,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "2.8E-10",
                    "unitQuantity": 0.0
                },
                {
                    "amount": 0.0,
                    "amountExcludingTax": 0.0,
                    "currency": "usd",
                    "description": "0 \u00d7 KinesisWriteConnector - ReadCapacityUnits (at $0.00000000028 / day)",
                    "endTime": 1673623142,
                    "priceName": "KinesisReadCapacityUnits",
                    "startTime": 1673536742,
                    "taxAmounts": [
                        {
                            "amount": 0.0,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "2.8E-10",
                    "unitQuantity": 0.0
                },
                {
                    "amount": 0.0,
                    "amountExcludingTax": 0.0,
                    "currency": "usd",
                    "description": "0 \u00d7 S3ErrorConnector - TagStorageHours (at $0.000000021 / day)",
                    "endTime": 1673623142,
                    "priceName": "S3ErrorConnectorTagStorageHours",
                    "startTime": 1673536742,
                    "taxAmounts": [
                        {
                            "amount": 0.0,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "2.1E-8",
                    "unitQuantity": 0.0
                },
                {
                    "amount": 0.0,
                    "amountExcludingTax": 0.0,
                    "currency": "usd",
                    "description": "0 \u00d7 S3ErrorConnector - StorageHours (at $0.000000021 / day)",
                    "endTime": 1673623142,
                    "priceName": "S3ErrorConnectorStorageHours",
                    "startTime": 1673536742,
                    "taxAmounts": [
                        {
                            "amount": 0.0,
                            "taxRate": "txr_1Lr5icJcNeyq2GQYnLjk7yuU"
                        }
                    ],
                    "unitPrice": "2.1E-8",
                    "unitQuantity": 0.0
                }
            ],
            "paymentUrl": "https://invoice.stripe.com/i/acct_1HEibBJcNeyq2GQY/test_YWNjdF8xSEVpYkJKY05leXEyR1FZLF9OQTlQa3pGaERGWDZldkhCcUZWZzVtM1hNdmdSUmhmLDY0MTg4MDYy0200hts7MYqA?s=ap",
            "pdf": "https://pay.stripe.com/invoice/acct_1HEibBJcNeyq2GQY/test_YWNjdF8xSEVpYkJKY05leXEyR1FZLF9OQTlQa3pGaERGWDZldkhCcUZWZzVtM1hNdmdSUmhmLDY0MTg4MDYy0200hts7MYqA/pdf?s=ap",
            "startTime": 1673536742,
            "status": "paid",
            "tax": 0.0,
            "total": 0.0
        }
    ],
    "next": "in_1MPp74JcNeyq2GQYBxYwfdjn"
  }



Examples:
---------

		# Example 1: list the costs for the company
		$ > letsdata costs list

		# Example 2: list the costs, limit the results to 100 invoices
		$ > letsdata costs list --limit 100

		# Example 3: list the costs, paginate using the pagination tokens
		$ > $ > letsdata costs list --next in_1MPp74JcNeyq2GQYBxYwfdjn


Docs:
-----

 You can also learn all about Costs at: https://www.letsdata.io/docs#billing
 

Command Example

 Show Example

		# Example 1: list the costs for the company
		$ > letsdata costs list

		# Example 2: list the costs, limit the results to 100 invoices
		$ > letsdata costs list --limit 100

		# Example 3: list the costs, paginate using the pagination tokens
		$ > $ > letsdata costs list --next in_1MPp74JcNeyq2GQYBxYwfdjn

Cost Management

Considering that our datasets are active for a finite amount of time, it makes sense to reclaim any resources that were initialized for the dataset processing but are not being used anymore since the dataset has COMPLETED /ERRORED. A notable exception to these is data in the write connectors / error connectors that may still be used by the external applications. If these unused resources are not reclaimed, they can easily add up to the costs for the dataset and result in a larger than expected billed amount.

With this reasoning in mind, we've architected the dataset execution and resource management to be optimized for costs - we try and determine if the dataset execution is complete (and would not require any reruns) and attempt to descale / freeze the resources that were associated with the dataset. These cost management actions (descale, freeze and delete) are also available to the user to descale / freeze / delete datasets using their own custom logic if needed.

Here is the cost management section from the dataset lifecycle diagram:

                                         +-----------------------+
         +---<---+-<---+-<---------------|  9. Dataset Completed |
         |           |             |     +-----------------------+
         V           V             V
    10. Descale      |             |
      ^  |           |             |
      |  |           |             |
      |  V           V             V
      |  +->--> 11. Freeze         |
      ^            ^   |           |
      |            |   |           |
      |            |   V           V                             +--------------------+
      |            |   +-->----> 12. Delete  <-----<-----+---<---| 5. Dataset Errored |
      ^            ^                                     |       +--------------------+
      |            |                                     |
      |            |                                     V
      +--<---------+--------<-----------<-----------<----+

Here are what each of these cost management actions mean:

  • DESCALED: This is when dataset has completed processing (success or error) and user / cost management service has decided to descale (different from reclaimed) the resources that were allocated for the dataset. For example, provisioned throughputs are decreased, lambda concurrency reclaimed etc. Though not supported yet, but dataset in this state can have its resources re-hydrated to rerun tasks etc if needed.
  • FROZEN: This is when the dataset has completed processing and the user / cost management service has decided to reclaim the resources that were allocated for the dataset. For example, internal queues are deleted, processing tables are deleted and any non user data infrastructure is reclaimed. Things such as user data in write destination and error destinations are still available though - this means that the dataset is essentially read-only and dataset consumers can continue processing from a frozen dataset. A frozen dataset cannot be re-hydrated.
  • DELETED: This is when the user has decided to delete the dataset - all resources are reclaimed. Zombie records are kept to disallow recreation and aid delayed processes such as billing etc.

See Cost Management for additional details around cost optimizations