Hello @anshul1243
To achieve your goal of applying a filter at the dataset level using the Amazon QuickSight SDK, you’ll need to ensure that the JSON structure and syntax are correct and compatible with the SDK’s requirements. From your description, it seems like the JSON is not being interpreted correctly when passed through the SDK.
Here are a few steps and considerations to help troubleshoot and resolve this issue:
- Verify JSON Structure: Ensure that your JSON structure aligns with what the SDK expects. The filter condition should be properly defined within the FilterOperation object.
- Proper Escaping and Formatting: Make sure that the JSON string is correctly formatted and escaped. For instance, the double quotes around the keys and values should be properly handled.
- API Documentation: Refer to the Amazon QuickSight SDK documentation to ensure you’re using the correct fields and syntax.
Here’s an example of how the JSON should be structured for the FilterOperation:
{
"projectOperation": null,
"filterOperation": {
"conditionExpression": "({Type} = 'Accessories') OR ({Type} = 'Audio') OR ({Type} = 'Camera')"
},
"createColumnsOperation": null,
"renameColumnOperation": null,
"castColumnTypeOperation": null,
"tagColumnOperation": null,
"untagColumnOperation": null,
"overrideDatasetParameterOperation": null
}
Example Using QuickSight SDK
Here is an example of how you might use the SDK to update the dataset with the filter condition:
import boto3
client = boto3.client('quicksight', region_name='us-east-1')
response = client.update_data_set(
AwsAccountId='YOUR_AWS_ACCOUNT_ID',
DataSetId='YOUR_DATASET_ID',
ImportMode='SPICE',
LogicalTableMap={
'LogicalTableId': {
'Alias': 'YourTableAlias',
'DataTransforms': [
{
'ProjectOperation': None,
'FilterOperation': {
'ConditionExpression': "({Type} = 'Accessories') OR ({Type} = 'Audio') OR ({Type} = 'Camera')"
},
'CreateColumnsOperation': None,
'RenameColumnOperation': None,
'CastColumnTypeOperation': None,
'TagColumnOperation': None,
'UntagColumnOperation': None,
'OverrideDatasetParameterOperation': None
}
]
}
}
)
print(response)
Debugging Steps
- Log and Inspect Response: Check the response from the update_data_set API call to see if there are any error messages or indicators of what might be wrong.
- Simplify Condition Expression: Start with a simpler condition to see if it works and then build up to the more complex condition.
If you still encounter issues, providing more details on the error messages or behavior can help further diagnose the problem.
