aws-data-wrangler
PyAthena
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aws-data-wrangler | PyAthena | |
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1 | 1 | |
3,559 | 447 | |
- | - | |
10.0 | 9.1 | |
8 months ago | 7 days ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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aws-data-wrangler
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Interacting with Amazon S3 using AWS Data Wrangler (awswrangler) SDK for Pandas: A Comprehensive Guide
AWS Data Wrangler GitHub Repository: https://github.com/awslabs/aws-data-wrangler
PyAthena
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Best Practices for AWS Athena Queries
For python there is PyAthena which is a nice little wrapper around boto3 that tries to adhere to the python DB API.
What are some alternatives?
boto3 - AWS SDK for Python
AWS Data Wrangler - pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
pyodbc - Python ODBC bridge
ray_snowflake - Ray Data Connector for Snowflake
PyHive - Python interface to Hive and Presto. 🐝
Trapheus - This tool automates restoration of RDS database instances from snapshots into any dev, staging or production environments. It supports individual RDS Snapshot as well as cluster snapshot restore operations.
shillelagh - Making it easy to query APIs via SQL
aws-simple-websocket - Using AWS's API Gateway + Lambda to run a simple websocket application. For learning/testing.
athena-glue-service-logs - Glue scripts for converting AWS Service Logs for use in Athena
dagster-example-pipeline - Template Dagster repo using poetry and a single Docker container; works well with CICD
flask-sqlalchemy - Adds SQLAlchemy support to Flask