athena-glue-service-logs
ci-cd-serverless-spark
| athena-glue-service-logs | ci-cd-serverless-spark | |
|---|---|---|
| 3 | 2 | |
| 138 | 11 | |
| - | - | |
| 0.0 | 10.0 | |
| 3 months ago | over 1 year ago | |
| Python | Python | |
| Apache License 2.0 | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
athena-glue-service-logs
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CI/CD for AWS Glue jobs ?
My first example is a bit dated, but I liked the approach of a versioned set of code that could then be updated as an argument in the Glue job. You can see more details in this repository.
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Anyone know any good resources for learning AWS Glue?
I have seen this aws repo,https://github.com/awslabs/athena-glue-service-logs where the author seems to have recently returned to AWS and starting to update.
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Error in transforming 60 million JSON files to Parquet with Spark and Glue
With Glue v1, I know you could tweak the Spark settings (discussion here ) for really large file listings, but not sure that would work for you.
ci-cd-serverless-spark
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CI/CD for AWS Glue jobs ?
My second example is more recent but is for EMR Serverless. It might still be useful, though - it uses GitHub Actions to build/deploy versioned artifacts to s3. The full code is in this ci-cd-serverless-spark repo.
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End to End Pyspark Testing CI/CD Example Repo
I’ve also got a similar repo for full CI/CD with EMR Serverless.
What are some alternatives?
PyAthena - PyAthena is a Python DB API 2.0 (PEP 249) client for Amazon Athena.
pyspark-testing-env - Example Repo to have full end to end pyspark testing via docker-compose
Redash - Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
spark-local-environment - An example of using EMR Serverless container image for local environment
aws-incident-response-playbooks-workshop
aws-glue-samples - AWS Glue code samples
dbt-athena - The athena adapter plugin for dbt (https://getdbt.com)
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).