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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 5 new columns ({'Request Duration', 'InstanceType', 'Storage', 'DataTransferOut', 'Request Count'}) and 2 missing columns ({'Deployment Model', 'Deployment Model Description'}).

This happened while the csv dataset builder was generating data using

hf://datasets/labofsahil/aws-pricing-dataset/AWSAmplify.csv (at revision ea4435b88249d665bc8b033f332a97d6db514f3b)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              SKU: string
              OfferTermCode: string
              RateCode: string
              TermType: string
              PriceDescription: string
              EffectiveDate: string
              StartingRange: int64
              EndingRange: double
              Unit: string
              PricePerUnit: double
              Currency: string
              Product Family: string
              serviceCode: string
              Location: string
              Location Type: string
              Storage: string
              usageType: string
              operation: string
              DataTransferOut: string
              InstanceType: string
              Region Code: string
              Request Count: string
              Request Duration: string
              serviceName: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3176
              to
              {'SKU': Value(dtype='string', id=None), 'OfferTermCode': Value(dtype='string', id=None), 'RateCode': Value(dtype='string', id=None), 'TermType': Value(dtype='string', id=None), 'PriceDescription': Value(dtype='string', id=None), 'EffectiveDate': Value(dtype='string', id=None), 'StartingRange': Value(dtype='int64', id=None), 'EndingRange': Value(dtype='float64', id=None), 'Unit': Value(dtype='string', id=None), 'PricePerUnit': Value(dtype='float64', id=None), 'Currency': Value(dtype='string', id=None), 'Product Family': Value(dtype='string', id=None), 'serviceCode': Value(dtype='string', id=None), 'Location': Value(dtype='string', id=None), 'Location Type': Value(dtype='string', id=None), 'usageType': Value(dtype='string', id=None), 'operation': Value(dtype='float64', id=None), 'Deployment Model': Value(dtype='string', id=None), 'Deployment Model Description': Value(dtype='string', id=None), 'Region Code': Value(dtype='string', id=None), 'serviceName': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1417, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1049, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 5 new columns ({'Request Duration', 'InstanceType', 'Storage', 'DataTransferOut', 'Request Count'}) and 2 missing columns ({'Deployment Model', 'Deployment Model Description'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/labofsahil/aws-pricing-dataset/AWSAmplify.csv (at revision ea4435b88249d665bc8b033f332a97d6db514f3b)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

SKU
string
OfferTermCode
string
RateCode
string
TermType
string
PriceDescription
string
EffectiveDate
string
StartingRange
int64
EndingRange
float64
Unit
string
PricePerUnit
float64
Currency
string
Product Family
string
serviceCode
string
Location
string
Location Type
string
usageType
string
operation
string
Deployment Model
string
Deployment Model Description
string
Region Code
string
serviceName
string
Storage
string
DataTransferOut
string
InstanceType
null
Request Count
string
Request Duration
string
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AWSAmplify
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0
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2024-10-01
0
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AWSAmplify
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0
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0
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0
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0
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2024-10-01
0
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2024-10-01
0
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0
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2024-10-01
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2024-10-01
0
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UH975R2F28QUNTBT
JRTCKXETXF
UH975R2F28QUNTBT.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD 0.20 per GB-Hour for Amplify Hosting Compute
2024-10-01
0
null
GB-Seconds
0.000056
USD
AWS Amplify
AWSAmplify
EU (Ireland)
AWS Region
EU-HostingComputeRequestDuration
HostingComputeRequestDuration
null
null
eu-west-1
AWS Amplify
null
null
null
NoRequestCount
RequestDuration
UKHGYXNVQNSC2RCV
JRTCKXETXF
UKHGYXNVQNSC2RCV.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD0.15 per GigaBytes for DataTransferOut in Asia Pacific (Osaka)
2024-10-01
0
null
GigaBytes
0.15
USD
AWS Amplify
AWSAmplify
Asia Pacific (Osaka)
AWS Region
APN3-DataTransferOut
null
null
null
ap-northeast-3
AWS Amplify
NoStorage
DataTransferOut
null
null
null
USCVDPMVXD3NU66P
JRTCKXETXF
USCVDPMVXD3NU66P.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD0.15 per GigaBytes for DataTransferOut in Middle East (Bahrain)
2024-10-01
0
null
GigaBytes
0.15
USD
AWS Amplify
AWSAmplify
Middle East (Bahrain)
AWS Region
MES1-DataTransferOut
null
null
null
me-south-1
AWS Amplify
NoStorage
DataTransferOut
null
null
null
VBPAQ6ASKV3FMWNE
JRTCKXETXF
VBPAQ6ASKV3FMWNE.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD 0.20 per GB-Hour for Amplify Hosting Compute
2024-10-01
0
null
GB-Seconds
0.000056
USD
AWS Amplify
AWSAmplify
US East (Ohio)
AWS Region
USE2-HostingComputeRequestDuration
HostingComputeRequestDuration
null
null
us-east-2
AWS Amplify
null
null
null
NoRequestCount
RequestDuration
VEGK7JTSZNP65G3B
JRTCKXETXF
VEGK7JTSZNP65G3B.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD0.023 per GigaBytes for DataStorage in EU (London)
2024-10-01
0
null
GigaBytes
0.023
USD
AWS Amplify
AWSAmplify
EU (London)
AWS Region
EUW2-DataStorage
null
null
null
eu-west-2
AWS Amplify
Storage
NoDataTransferOut
null
null
null
VHDBKQZ757R3KZY7
JRTCKXETXF
VHDBKQZ757R3KZY7.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD 0.20 per GB-Hour for Amplify Hosting Compute
2024-10-01
0
null
GB-Seconds
0.000056
USD
AWS Amplify
AWSAmplify
Asia Pacific (Seoul)
AWS Region
APN2-HostingComputeRequestDuration
HostingComputeRequestDuration
null
null
ap-northeast-2
AWS Amplify
null
null
null
NoRequestCount
RequestDuration
VS5Z5V726ZTJGC5B
JRTCKXETXF
VS5Z5V726ZTJGC5B.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD0.023 per GigaBytes for DataStorage in EU (Frankfurt)
2024-10-01
0
null
GigaBytes
0.023
USD
AWS Amplify
AWSAmplify
EU (Frankfurt)
AWS Region
EUC1-DataStorage
null
null
null
eu-central-1
AWS Amplify
Storage
NoDataTransferOut
null
null
null
VVKDVYE47VQ6XRT6
JRTCKXETXF
VVKDVYE47VQ6XRT6.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD 0.30 per 1 million requests for Amplify Hosting Compute
2024-10-01
0
null
Requests
0
USD
AWS Amplify
AWSAmplify
Canada (Central)
AWS Region
CAN1-HostingComputeRequestCount
HostingComputeRequestCount
null
null
ca-central-1
AWS Amplify
null
null
null
RequestCount
NoRequestDuration
W6XPNKQE83745299
JRTCKXETXF
W6XPNKQE83745299.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD 0.20 per GB-Hour for Amplify Hosting Compute
2024-10-01
0
null
GB-Seconds
0.000056
USD
AWS Amplify
AWSAmplify
Asia Pacific (Singapore)
AWS Region
APS1-HostingComputeRequestDuration
HostingComputeRequestDuration
null
null
ap-southeast-1
AWS Amplify
null
null
null
NoRequestCount
RequestDuration
WH9RJV6WVHNJNF8E
JRTCKXETXF
WH9RJV6WVHNJNF8E.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD0.15 per GigaBytes for DataTransferOut in EU (Stockholm)
2024-10-01
0
null
GigaBytes
0.15
USD
AWS Amplify
AWSAmplify
EU (Stockholm)
AWS Region
EUN1-DataTransferOut
null
null
null
eu-north-1
AWS Amplify
NoStorage
DataTransferOut
null
null
null
WV2TPSX9C6S7FFNM
JRTCKXETXF
WV2TPSX9C6S7FFNM.JRTCKXETXF.6YS6EN2CT7
OnDemand
$0.023 per GB build artifacts stored
2024-10-01
0
null
GigaBytes
0.023
USD
AWS Amplify
AWSAmplify
US West (Oregon)
AWS Region
USW2-DataStorage
null
null
null
us-west-2
AWS Amplify
Storage
NoDataTransferOut
null
null
null
XDM3AJ5B2MQ3YFY2
JRTCKXETXF
XDM3AJ5B2MQ3YFY2.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD 0.20 per GB-Hour for Amplify Hosting Compute
2024-10-01
0
null
GB-Seconds
0.000056
USD
AWS Amplify
AWSAmplify
Asia Pacific (Tokyo)
AWS Region
APN1-HostingComputeRequestDuration
HostingComputeRequestDuration
null
null
ap-northeast-1
AWS Amplify
null
null
null
NoRequestCount
RequestDuration
XHN8BU94X9ZB9JP3
JRTCKXETXF
XHN8BU94X9ZB9JP3.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD0.01 per minutes for BuildDuration in Asia Pacific (Osaka)
2024-10-01
0
null
minutes
0.01
USD
AWS Amplify
AWSAmplify
Asia Pacific (Osaka)
AWS Region
APN3-BuildDuration
null
null
null
ap-northeast-3
AWS Amplify
null
null
null
null
null
YJW8VFJ759S4BG4A
JRTCKXETXF
YJW8VFJ759S4BG4A.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD0.15 per GigaBytes for DataTransferOut in EU (Paris)
2024-10-01
0
null
GigaBytes
0.15
USD
AWS Amplify
AWSAmplify
EU (Paris)
AWS Region
EUW3-DataTransferOut
null
null
null
eu-west-3
AWS Amplify
NoStorage
DataTransferOut
null
null
null
YM27YDYRENXYG7YT
JRTCKXETXF
YM27YDYRENXYG7YT.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD 0.30 per 1 million requests for Amplify Hosting Compute
2024-10-01
0
null
Requests
0
USD
AWS Amplify
AWSAmplify
Asia Pacific (Seoul)
AWS Region
APN2-HostingComputeRequestCount
HostingComputeRequestCount
null
null
ap-northeast-2
AWS Amplify
null
null
null
RequestCount
NoRequestDuration
YR6SC7CTD4THUQVP
JRTCKXETXF
YR6SC7CTD4THUQVP.JRTCKXETXF.6YS6EN2CT7
OnDemand
$0.15 per GB served (data transfer out)
2024-10-01
0
null
GigaBytes
0.15
USD
AWS Amplify
AWSAmplify
Asia Pacific (Sydney)
AWS Region
APS2-DataTransferOut
null
null
null
ap-southeast-2
AWS Amplify
NoStorage
DataTransferOut
null
null
null
YWGKVZ7GRB5GT325
JRTCKXETXF
YWGKVZ7GRB5GT325.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD0.15 per GigaBytes for DataTransferOut in Asia Pacific (Tokyo)
2024-10-01
0
null
GigaBytes
0.15
USD
AWS Amplify
AWSAmplify
Asia Pacific (Tokyo)
AWS Region
APN1-DataTransferOut
null
null
null
ap-northeast-1
AWS Amplify
NoStorage
DataTransferOut
null
null
null
YXWMTBV3AU8H6YVU
JRTCKXETXF
YXWMTBV3AU8H6YVU.JRTCKXETXF.6YS6EN2CT7
OnDemand
USD 0.30 per 1 million requests for Amplify Hosting Compute
2024-10-01
0
null
Requests
0
USD
AWS Amplify
AWSAmplify
EU (London)
AWS Region
EUW2-HostingComputeRequestCount
HostingComputeRequestCount
null
null
eu-west-2
AWS Amplify
null
null
null
RequestCount
NoRequestDuration
End of preview.

The following data is pulled from AWS official pricing API. Contains all pricing data across AWS services

Source: https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/using-price-list-query-api.html

Update Frequency: Gets auto updated weekly

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