Created
July 16, 2021 20:11
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(grungy :)) Script to time large test BigQuery load
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import sys | |
import time | |
import contextlib | |
from pprint import pprint as pp | |
from google.cloud import bigquery | |
client = bigquery.Client() | |
def cq(sql, *a, **k): | |
pp(list(client.query(sql, *a, **k))) | |
dataset = "riversnake" | |
table = "test_table_data" | |
cq(f"drop table if exists {dataset}.{table}") | |
cq(f"""CREATE TABLE {dataset}.{table} | |
( | |
col1_str STRING, | |
col2_str STRING, | |
col3_str STRING, | |
col4_str STRING, | |
col5_str STRING, | |
col6_str STRING, | |
col7_int INT64, | |
col8_int INT64 | |
) | |
""") | |
if sys.argv[1:]: | |
[src] = sys.argv[1:] | |
@contextlib.contextmanager | |
def timer(message=''): | |
start = time.time() | |
yield | |
print(message, time.time() - start) | |
config = bigquery.LoadJobConfig() | |
config.autodetect = False | |
config.source_format = "CSV" | |
config.skip_leading_rows = 1 | |
config.write_disposition = "WRITE_TRUNCATE" | |
with open(src, 'rb') as f: | |
with timer(): | |
job = client.load_table_from_file( | |
f, | |
f"{dataset}.{table}", | |
job_config=config | |
) | |
job.result() | |
assert job.errors is None and job.error_result is None | |
cq(f"select count(*) from {dataset}.{table}") |
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