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feat: Samples showing Gemini generating code and minor changes to get the code working - #1095
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Create a PySpark script to tranform data in GCS from parquet to avro and use the add_insertion_time_column function in @data_tranformer.py to add an additional column Code Generated by Gemini for GCS to GCS Successfully ran serverless Spark job using following command: gcloud dataproc batches submit pyspark transform_parquet_to_avro.py --batch="parquet-to-avro-$(date +%s)" \ --jars=file:///usr/lib/spark/connector/spark-avro.jar --py-files=./data_transformer.py \ --deps-bucket=gs://dataproc-templates-python-deps \ -- --input=gs://dataproc-templates_cloudbuild/gemini-codegen/transform_parquet_to_avro/input/parquet-table \ --output=gs://dataproc-templates_cloudbuild/gemini-codegen/transform_parquet_to_avro/output/avro_table Confirmed by using BigQuery, creating parquet and avro files as external tables.
… an insertion_time column using the add_insertion_time_column function in @data_tranformer.py. Save this table to BigQuery, providing detailed instructions to run this script against a dataproc cluster. Save a summary of this session to hive_to_BQReadme.md Gemini generated Hive to BQ transformation script Comments: spark-bigquery comes preinstalled on dataproc clusters version 2.1 and higher, so no jars need to be provided. The following command worked: gcloud dataproc jobs submit pyspark gs://dataproc-templates_cloudbuild/gemini-codegen/transform_hive_to_bq/src/transform_hive_to_bigquery.py \ --cluster=mixer-test2 --py-files=gs://dataproc-templates_cloudbuild/gemini-codegen/transform_hive_to_bq/src/data_transformer.py \ --properties=spark.hadoop.hive.metastore.uris=thrift://10.115.64.27:9083 \ -- --hive_database=test_db --hive_table=employees --bq_table=gemini_codegen.py_hive_to_bq \ --bq_temp_gcs_bucket=gs://dataproc-templates-python-deps
…r to list classes - not fully working
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/gcbrun |
shashank-google
approved these changes
Feb 25, 2026
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Hi,
This pull request shows how to provide prompts to Gemini to generate code in Python and Java
The code generated by Gemini was committed as is. Some minor changes were needed to get the code working. Those changes were made and committed as well.