04-query-test.py - Amazon DynamoDB

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04-query-test.py

04-query-test.py プログラムは、QueryTryDaxTable オペレーションを実行します。

import argparse import time import sys import amazondax import boto3 from boto3.dynamodb.conditions import Key def query_test(partition_key, sort_keys, iterations, dyn_resource=None): """ Queries the table a specified number of times. The time before the first iteration and the time after the last iteration are both captured and reported. :param partition_key: The partition key value to use in the query. The query returns items that have partition keys equal to this value. :param sort_keys: The range of sort key values for the query. The query returns items that have sort key values between these two values. :param iterations: The number of iterations to run. :param dyn_resource: Either a Boto3 or DAX resource. :return: The start and end times of the test. """ if dyn_resource is None: dyn_resource = boto3.resource("dynamodb") table = dyn_resource.Table("TryDaxTable") key_condition_expression = Key("partition_key").eq(partition_key) & Key( "sort_key" ).between(*sort_keys) start = time.perf_counter() for _ in range(iterations): table.query(KeyConditionExpression=key_condition_expression) print(".", end="") sys.stdout.flush() print() end = time.perf_counter() return start, end if __name__ == "__main__": # pylint: disable=not-context-manager parser = argparse.ArgumentParser() parser.add_argument( "endpoint_url", nargs="?", help="When specified, the DAX cluster endpoint. Otherwise, DAX is not used.", ) args = parser.parse_args() test_partition_key = 5 test_sort_keys = (2, 9) test_iterations = 100 if args.endpoint_url: print(f"Querying the table {test_iterations} times, using the DAX client.") # Use a with statement so the DAX client closes the cluster after completion. with amazondax.AmazonDaxClient.resource(endpoint_url=args.endpoint_url) as dax: test_start, test_end = query_test( test_partition_key, test_sort_keys, test_iterations, dyn_resource=dax ) else: print(f"Querying the table {test_iterations} times, using the Boto3 client.") test_start, test_end = query_test( test_partition_key, test_sort_keys, test_iterations ) print( f"Total time: {test_end - test_start:.4f} sec. Average time: " f"{(test_end - test_start)/test_iterations}." )