# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. # SPDX-License-Identifier: Apache-2.0 """ Purpose Shows how to use the AWS SDK for Python (Boto3) with AWS Glue to create and manage crawlers, databases, and jobs. """ import logging from botocore.exceptions import ClientError logger = logging.getLogger(__name__) # snippet-start:[python.example_code.glue.GlueWrapper.full] # snippet-start:[python.example_code.glue.GlueWrapper.decl] class GlueWrapper: """Encapsulates AWS Glue actions.""" def __init__(self, glue_client): """ :param glue_client: A Boto3 Glue client. """ self.glue_client = glue_client # snippet-end:[python.example_code.glue.GlueWrapper.decl] # snippet-start:[python.example_code.glue.GetCrawler] def get_crawler(self, name): """ Gets information about a crawler. :param name: The name of the crawler to look up. :return: Data about the crawler. """ crawler = None try: response = self.glue_client.get_crawler(Name=name) crawler = response["Crawler"] except ClientError as err: if err.response["Error"]["Code"] == "EntityNotFoundException": logger.info("Crawler %s doesn't exist.", name) else: logger.error( "Couldn't get crawler %s. Here's why: %s: %s", name, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise return crawler # snippet-end:[python.example_code.glue.GetCrawler] # snippet-start:[python.example_code.glue.CreateCrawler] def create_crawler(self, name, role_arn, db_name, db_prefix, s3_target): """ Creates a crawler that can crawl the specified target and populate a database in your AWS Glue Data Catalog with metadata that describes the data in the target. :param name: The name of the crawler. :param role_arn: The Amazon Resource Name (ARN) of an AWS Identity and Access Management (IAM) role that grants permission to let AWS Glue access the resources it needs. :param db_name: The name to give the database that is created by the crawler. :param db_prefix: The prefix to give any database tables that are created by the crawler. :param s3_target: The URL to an S3 bucket that contains data that is the target of the crawler. """ try: self.glue_client.create_crawler( Name=name, Role=role_arn, DatabaseName=db_name, TablePrefix=db_prefix, Targets={"S3Targets": [{"Path": s3_target}]}, ) except ClientError as err: logger.error( "Couldn't create crawler. Here's why: %s: %s", err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise # snippet-end:[python.example_code.glue.CreateCrawler] # snippet-start:[python.example_code.glue.StartCrawler] def start_crawler(self, name): """ Starts a crawler. The crawler crawls its configured target and creates metadata that describes the data it finds in the target data source. :param name: The name of the crawler to start. """ try: self.glue_client.start_crawler(Name=name) except ClientError as err: logger.error( "Couldn't start crawler %s. Here's why: %s: %s", name, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise # snippet-end:[python.example_code.glue.StartCrawler] # snippet-start:[python.example_code.glue.GetDatabase] def get_database(self, name): """ Gets information about a database in your Data Catalog. :param name: The name of the database to look up. :return: Information about the database. """ try: response = self.glue_client.get_database(Name=name) except ClientError as err: logger.error( "Couldn't get database %s. Here's why: %s: %s", name, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise else: return response["Database"] # snippet-end:[python.example_code.glue.GetDatabase] # snippet-start:[python.example_code.glue.GetTables] def get_tables(self, db_name): """ Gets a list of tables in a Data Catalog database. :param db_name: The name of the database to query. :return: The list of tables in the database. """ try: response = self.glue_client.get_tables(DatabaseName=db_name) except ClientError as err: logger.error( "Couldn't get tables %s. Here's why: %s: %s", db_name, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise else: return response["TableList"] # snippet-end:[python.example_code.glue.GetTables] # snippet-start:[python.example_code.glue.CreateJob] def create_job(self, name, description, role_arn, script_location): """ Creates a job definition for an extract, transform, and load (ETL) job that can be run by AWS Glue. :param name: The name of the job definition. :param description: The description of the job definition. :param role_arn: The ARN of an IAM role that grants AWS Glue the permissions it requires to run the job. :param script_location: The Amazon S3 URL of a Python ETL script that is run as part of the job. The script defines how the data is transformed. """ try: self.glue_client.create_job( Name=name, Description=description, Role=role_arn, Command={ "Name": "glueetl", "ScriptLocation": script_location, "PythonVersion": "3", }, GlueVersion="3.0", ) except ClientError as err: logger.error( "Couldn't create job %s. Here's why: %s: %s", name, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise # snippet-end:[python.example_code.glue.CreateJob] # snippet-start:[python.example_code.glue.StartJobRun] def start_job_run(self, name, input_database, input_table, output_bucket_name): """ Starts a job run. A job run extracts data from the source, transforms it, and loads it to the output bucket. :param name: The name of the job definition. :param input_database: The name of the metadata database that contains tables that describe the source data. This is typically created by a crawler. :param input_table: The name of the table in the metadata database that describes the source data. :param output_bucket_name: The S3 bucket where the output is written. :return: The ID of the job run. """ try: # The custom Arguments that are passed to this function are used by the # Python ETL script to determine the location of input and output data. response = self.glue_client.start_job_run( JobName=name, Arguments={ "--input_database": input_database, "--input_table": input_table, "--output_bucket_url": f"s3://{output_bucket_name}/", }, ) except ClientError as err: logger.error( "Couldn't start job run %s. Here's why: %s: %s", name, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise else: return response["JobRunId"] # snippet-end:[python.example_code.glue.StartJobRun] # snippet-start:[python.example_code.glue.ListJobs] def list_jobs(self): """ Lists the names of job definitions in your account. :return: The list of job definition names. """ try: response = self.glue_client.list_jobs() except ClientError as err: logger.error( "Couldn't list jobs. Here's why: %s: %s", err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise else: return response["JobNames"] # snippet-end:[python.example_code.glue.ListJobs] # snippet-start:[python.example_code.glue.GetJobRuns] def get_job_runs(self, job_name): """ Gets information about runs that have been performed for a specific job definition. :param job_name: The name of the job definition to look up. :return: The list of job runs. """ try: response = self.glue_client.get_job_runs(JobName=job_name) except ClientError as err: logger.error( "Couldn't get job runs for %s. Here's why: %s: %s", job_name, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise else: return response["JobRuns"] # snippet-end:[python.example_code.glue.GetJobRuns] # snippet-start:[python.example_code.glue.GetJobRun] def get_job_run(self, name, run_id): """ Gets information about a single job run. :param name: The name of the job definition for the run. :param run_id: The ID of the run. :return: Information about the run. """ try: response = self.glue_client.get_job_run(JobName=name, RunId=run_id) except ClientError as err: logger.error( "Couldn't get job run %s/%s. Here's why: %s: %s", name, run_id, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise else: return response["JobRun"] # snippet-end:[python.example_code.glue.GetJobRun] # snippet-start:[python.example_code.glue.DeleteJob] def delete_job(self, job_name): """ Deletes a job definition. This also deletes data about all runs that are associated with this job definition. :param job_name: The name of the job definition to delete. """ try: self.glue_client.delete_job(JobName=job_name) except ClientError as err: logger.error( "Couldn't delete job %s. Here's why: %s: %s", job_name, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise # snippet-end:[python.example_code.glue.DeleteJob] # snippet-start:[python.example_code.glue.DeleteTable] def delete_table(self, db_name, table_name): """ Deletes a table from a metadata database. :param db_name: The name of the database that contains the table. :param table_name: The name of the table to delete. """ try: self.glue_client.delete_table(DatabaseName=db_name, Name=table_name) except ClientError as err: logger.error( "Couldn't delete table %s. Here's why: %s: %s", table_name, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise # snippet-end:[python.example_code.glue.DeleteTable] # snippet-start:[python.example_code.glue.DeleteDatabase] def delete_database(self, name): """ Deletes a metadata database from your Data Catalog. :param name: The name of the database to delete. """ try: self.glue_client.delete_database(Name=name) except ClientError as err: logger.error( "Couldn't delete database %s. Here's why: %s: %s", name, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise # snippet-end:[python.example_code.glue.DeleteDatabase] # snippet-start:[python.example_code.glue.DeleteCrawler] def delete_crawler(self, name): """ Deletes a crawler. :param name: The name of the crawler to delete. """ try: self.glue_client.delete_crawler(Name=name) except ClientError as err: logger.error( "Couldn't delete crawler %s. Here's why: %s: %s", name, err.response["Error"]["Code"], err.response["Error"]["Message"], ) raise # snippet-end:[python.example_code.glue.DeleteCrawler] # snippet-end:[python.example_code.glue.GlueWrapper.full]