Google Cloud Composer BigQuery运算子-Get Jobs API HTTPError 404 [英] Google Cloud Composer BigQuery Operator- Get Jobs API HTTPError 404
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问题描述
我正在尝试在GCC上运行BigQueryOperator。
我已经成功运行BigQueryCreateEmptyTableOperator和BigQueryTableDeleteOperator。
I am trying to run a BigQueryOperator on GCC. I have already succeeded in running for BigQueryCreateEmptyTableOperator and BigQueryTableDeleteOperator.
这是我给dag的代码：
Here is my code for the dag:
import datetime
import os
import logging
from airflow import configuration
from airflow import models
from airflow import DAG
from airflow.operators import email_operator
from airflow.contrib.operators import bigquery_operator
from airflow.contrib.operators import bigquery_check_operator
from airflow.utils import trigger_rule
from contextlib import suppress
import json
from airflow.operators import python_operator
yesterday = datetime.datetime.combine(
datetime.datetime.today() - datetime.timedelta(1),
datetime.datetime.min.time())
default_dag_args = {
# Setting start date as yesterday starts the DAG immediately when it is
# detected in the Cloud Storage bucket.
'start_date': yesterday,
'email_on_failure': True,
'email_on_retry': True,
'project_id' : 'censored',
'retries': 1,
'retry_delay': datetime.timedelta(minutes=5),
}
bq_dataset_name= 'test_tf_blocket'
bq_githib_table_id = bq_dataset_name + '.trialtable'
# [START composer_quickstart_schedule]
with models.DAG(
dag_id='composer_nicholas',
# Continue to run DAG once per day
schedule_interval=datetime.timedelta(days=1),
default_args=default_dag_args) as dag:
# [END composer_quickstart_schedule]
def greeting():
logging.info('Hello World!')
hello_python = python_operator.PythonOperator(
task_id='hello',
python_callable=greeting)
bq_union_query = bigquery_operator.BigQueryOperator(
task_id='bq_union_query',
bql="""
select * from test_tf_blocket.nicholas_union_query;
""",
query_params={})
email_start = email_operator.EmailOperator(
task_id='email_it',
to='nicholas@censored.my',
subject='Sample temail',
html_content="""
Done.
""")
hello_python >> bq_union_query >> email_start
当dag碰到bigqueryOperator时失败错误（日志）：
The dag fails when it hits the bigqueryOperator with the error(log) :
*** Reading remote log from gs://asia-south1-staging-b017f2bf-bucket/logs/composer_nicholas/bq_union_query/2019-03-21T14:56:45.453098+00:00/30.log.
[2019-03-22 13:12:54,129] {models.py:1361} INFO - Dependencies all met for <TaskInstance: composer_nicholas.bq_union_query 2019-03-21T14:56:45.453098+00:00 [queued]>
[2019-03-22 13:12:54,167] {models.py:1361} INFO - Dependencies all met for <TaskInstance: composer_nicholas.bq_union_query 2019-03-21T14:56:45.453098+00:00 [queued]>
[2019-03-22 13:12:54,168] {models.py:1573} INFO -
-------------------------------------------------------------------------------
Starting attempt 30 of 3
-------------------------------------------------------------------------------
[2019-03-22 13:12:54,199] {models.py:1595} INFO - Executing <Task(BigQueryOperator): bq_union_query> on 2019-03-21T14:56:45.453098+00:00
[2019-03-22 13:12:54,200] {base_task_runner.py:118} INFO - Running: ['bash', '-c', 'airflow run composer_nicholas bq_union_query 2019-03-21T14:56:45.453098+00:00 --job_id 571 --raw -sd DAGS_FOLDER/nicholas_union_query.py --cfg_path /tmp/tmpn1ic1w_6']
[2019-03-22 13:13:06,400] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:06,400] {settings.py:176} INFO - setting.configure_orm(): Using pool settings. pool_size=5, pool_recycle=1800
[2019-03-22 13:13:08,433] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:08,431] {default_celery.py:80} WARNING - You have configured a result_backend of redis://airflow-redis-service:6379/0, it is highly recommended to use an alternative result_backend (i.e. a database).
[2019-03-22 13:13:08,435] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:08,435] {__init__.py:51} INFO - Using executor CeleryExecutor
[2019-03-22 13:13:09,182] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:09,181] {app.py:51} WARNING - Using default Composer Environment Variables. Overrides have not been applied.
[2019-03-22 13:13:09,198] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:09,198] {configuration.py:516} INFO - Reading the config from /etc/airflow/airflow.cfg
[2019-03-22 13:13:09,210] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:09,210] {configuration.py:516} INFO - Reading the config from /etc/airflow/airflow.cfg
[2019-03-22 13:13:09,873] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:09,873] {models.py:271} INFO - Filling up the DagBag from /home/airflow/gcs/dags/nicholas_union_query.py
[2019-03-22 13:13:12,207] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query /usr/local/lib/airflow/airflow/models.py:2412: PendingDeprecationWarning: Invalid arguments were passed to BigQueryOperator. Support for passing such arguments will be dropped in Airflow 2.0. Invalid arguments were:
[2019-03-22 13:13:12,208] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query *args: ()
[2019-03-22 13:13:12,208] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query **kwargs: {'api_resource_config': {'useQueryCache': True, 'jobType': 'QUERY'}}
[2019-03-22 13:13:12,208] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query category=PendingDeprecationWarning
[2019-03-22 13:13:12,209] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query /usr/local/lib/airflow/airflow/contrib/operators/bigquery_operator.py:151: DeprecationWarning: Deprecated parameter `bql` used in Task id: bq_union_query. Use `sql` parameter instead to pass the sql to be executed. `bql` parameter is deprecated and will be removed in a future version of Airflow.
[2019-03-22 13:13:12,210] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query category=DeprecationWarning)
[2019-03-22 13:13:16,838] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:16,838] {cli.py:484} INFO - Running <TaskInstance: composer_nicholas.bq_union_query 2019-03-21T14:56:45.453098+00:00 [running]> on host airflow-worker-7c9b9c7f86-xwhg5
[2019-03-22 13:13:17,455] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:17,453] {bigquery_operator.py:159} INFO - Executing:
[2019-03-22 13:13:17,457] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query select * from test_tf_blocket.nicholas_union_query;
[2019-03-22 13:13:17,457] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query
[2019-03-22 13:13:17,632] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:17,632] {gcp_api_base_hook.py:92} INFO - Getting connection using `google.auth.default()` since no key file is defined for hook.
[2019-03-22 13:13:17,657] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:17,656] {discovery.py:272} INFO - URL being requested: GET https://www.googleapis.com/discovery/v1/apis/bigquery/v2/rest
[2019-03-22 13:13:18,336] {logging_mixin.py:95} WARNING - /usr/local/lib/airflow/airflow/contrib/hooks/bigquery_hook.py:559: DeprecationWarning: Deprecated parameter `bql` used in `BigQueryBaseCursor.run_query` Use `sql` parameter instead to pass the sql to be executed. `bql` parameter is deprecated and will be removed in a future version of Airflow
category=DeprecationWarning)
[2019-03-22 13:13:18,338] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:18,336] {logging_mixin.py:95} WARNING - /usr/local/lib/airflow/airflow/contrib/hooks/bigquery_hook.py:559: DeprecationWarning: Deprecated parameter `bql` used in `BigQueryBaseCursor.run_query` Use `sql` parameter instead to pass the sql to be executed. `bql` parameter is deprecated and will be removed in a future version of Airflow.
[2019-03-22 13:13:18,338] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query category=DeprecationWarning)
[2019-03-22 13:13:18,360] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:18,359] {discovery.py:873} INFO - URL being requested: POST https://www.googleapis.com/bigquery/v2/projects/censored-analytics-censored/jobs?alt=json
[2019-03-22 13:13:18,885] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:18,884] {discovery.py:873} INFO - URL being requested: GET https://www.googleapis.com/bigquery/v2/projects/censored-analytics-censored/jobs/job_Nh77hL-CG3GHYCfWZY2Fhz4PgLlS?alt=json
[2019-03-22 13:13:20,341] {models.py:1760} ERROR - ('BigQuery job status check failed. Final error was: %s', 404)
Traceback (most recent call last)
File "/usr/local/lib/airflow/airflow/contrib/hooks/bigquery_hook.py", line 1014, in run_with_configuratio
jobId=self.running_job_id).execute(
File "/opt/python3.6/lib/python3.6/site-packages/googleapiclient/_helpers.py", line 130, in positional_wrappe
return wrapped(*args, **kwargs
File "/opt/python3.6/lib/python3.6/site-packages/googleapiclient/http.py", line 851, in execut
raise HttpError(resp, content, uri=self.uri
googleapiclient.errors.HttpError: <HttpError 404 when requesting https://www.googleapis.com/bigquery/v2/projects/censored-analytics-censored/jobs/job_Nh77hL-CG3GHYCfWZY2Fhz4PgLlS?alt=json returned "Not found: Job censored-analytics-censored:job_Nh77hL-CG3GHYCfWZY2Fhz4PgLlS"
During handling of the above exception, another exception occurred
Traceback (most recent call last)
File "/usr/local/lib/airflow/airflow/models.py", line 1659, in _run_raw_tas
result = task_copy.execute(context=context
File "/usr/local/lib/airflow/airflow/contrib/operators/bigquery_operator.py", line 180, in execut
time_partitioning=self.time_partitionin
File "/usr/local/lib/airflow/airflow/contrib/hooks/bigquery_hook.py", line 651, in run_quer
return self.run_with_configuration(configuration
File "/usr/local/lib/airflow/airflow/contrib/hooks/bigquery_hook.py", line 1036, in run_with_configuratio
err.resp.status
Exception: ('BigQuery job status check failed. Final error was: %s', 404
[2019-03-22 13:13:20,347] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:20,341] {models.py:1760} ERROR - ('BigQuery job status check failed. Final error was: %s', 404)
[2019-03-22 13:13:20,348] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query Traceback (most recent call last):
[2019-03-22 13:13:20,348] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/contrib/hooks/bigquery_hook.py", line 1014, in run_with_configuration
[2019-03-22 13:13:20,348] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query jobId=self.running_job_id).execute()
[2019-03-22 13:13:20,348] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/opt/python3.6/lib/python3.6/site-packages/googleapiclient/_helpers.py", line 130, in positional_wrapper
[2019-03-22 13:13:20,348] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query return wrapped(*args, **kwargs)
[2019-03-22 13:13:20,348] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/opt/python3.6/lib/python3.6/site-packages/googleapiclient/http.py", line 851, in execute
[2019-03-22 13:13:20,348] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query raise HttpError(resp, content, uri=self.uri)
[2019-03-22 13:13:20,348] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query googleapiclient.errors.HttpError: <HttpError 404 when requesting https://www.googleapis.com/bigquery/v2/projects/censored-analytics-censored/jobs/job_Nh77hL-CG3GHYCfWZY2Fhz4PgLlS?alt=json returned "Not found: Job censored-analytics-censored:job_Nh77hL-CG3GHYCfWZY2Fhz4PgLlS">
[2019-03-22 13:13:20,348] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query
[2019-03-22 13:13:20,349] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query During handling of the above exception, another exception occurred:
[2019-03-22 13:13:20,349] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query
[2019-03-22 13:13:20,349] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query Traceback (most recent call last):
[2019-03-22 13:13:20,349] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/models.py", line 1659, in _run_raw_task
[2019-03-22 13:13:20,350] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query result = task_copy.execute(context=context)
[2019-03-22 13:13:20,350] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/contrib/operators/bigquery_operator.py", line 180, in execute
[2019-03-22 13:13:20,350] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query time_partitioning=self.time_partitioning
[2019-03-22 13:13:20,350] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/contrib/hooks/bigquery_hook.py", line 651, in run_query
[2019-03-22 13:13:20,350] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query return self.run_with_configuration(configuration)
[2019-03-22 13:13:20,350] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/contrib/hooks/bigquery_hook.py", line 1036, in run_with_configuration
[2019-03-22 13:13:20,350] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query err.resp.status)
[2019-03-22 13:13:20,351] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query Exception: ('BigQuery job status check failed. Final error was: %s', 404)
[2019-03-22 13:13:20,352] {models.py:1783} INFO - Marking task as UP_FOR_RETRY
[2019-03-22 13:13:20,352] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query [2019-03-22 13:13:20,352] {models.py:1783} INFO - Marking task as UP_FOR_RETRY
[2019-03-22 13:13:20,400] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query Traceback (most recent call last):
[2019-03-22 13:13:20,400] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/contrib/hooks/bigquery_hook.py", line 1014, in run_with_configuration
[2019-03-22 13:13:20,403] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query jobId=self.running_job_id).execute()
[2019-03-22 13:13:20,405] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/opt/python3.6/lib/python3.6/site-packages/googleapiclient/_helpers.py", line 130, in positional_wrapper
[2019-03-22 13:13:20,406] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query return wrapped(*args, **kwargs)
[2019-03-22 13:13:20,407] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/opt/python3.6/lib/python3.6/site-packages/googleapiclient/http.py", line 851, in execute
[2019-03-22 13:13:20,408] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query raise HttpError(resp, content, uri=self.uri)
[2019-03-22 13:13:20,409] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query googleapiclient.errors.HttpError: <HttpError 404 when requesting https://www.googleapis.com/bigquery/v2/projects/censored-analytics-censored/jobs/job_Nh77hL-CG3GHYCfWZY2Fhz4PgLlS?alt=json returned "Not found: Job censored-analytics-censored:job_Nh77hL-CG3GHYCfWZY2Fhz4PgLlS">
[2019-03-22 13:13:20,409] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query
[2019-03-22 13:13:20,410] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query During handling of the above exception, another exception occurred:
[2019-03-22 13:13:20,411] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query
[2019-03-22 13:13:20,411] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query Traceback (most recent call last):
[2019-03-22 13:13:20,411] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/bin/airflow", line 7, in <module>
[2019-03-22 13:13:20,412] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query exec(compile(f.read(), __file__, 'exec'))
[2019-03-22 13:13:20,412] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/bin/airflow", line 32, in <module>
[2019-03-22 13:13:20,413] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query args.func(args)
[2019-03-22 13:13:20,414] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/utils/cli.py", line 74, in wrapper
[2019-03-22 13:13:20,414] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query return f(*args, **kwargs)
[2019-03-22 13:13:20,415] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/bin/cli.py", line 490, in run
[2019-03-22 13:13:20,416] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query _run(args, dag, ti)
[2019-03-22 13:13:20,416] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/bin/cli.py", line 406, in _run
[2019-03-22 13:13:20,417] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query pool=args.pool,
[2019-03-22 13:13:20,418] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/utils/db.py", line 74, in wrapper
[2019-03-22 13:13:20,420] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query return func(*args, **kwargs)
[2019-03-22 13:13:20,421] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/models.py", line 1659, in _run_raw_task
[2019-03-22 13:13:20,421] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query result = task_copy.execute(context=context)
[2019-03-22 13:13:20,421] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/contrib/operators/bigquery_operator.py", line 180, in execute
[2019-03-22 13:13:20,422] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query time_partitioning=self.time_partitioning
[2019-03-22 13:13:20,422] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/contrib/hooks/bigquery_hook.py", line 651, in run_query
[2019-03-22 13:13:20,425] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query return self.run_with_configuration(configuration)
[2019-03-22 13:13:20,425] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query File "/usr/local/lib/airflow/airflow/contrib/hooks/bigquery_hook.py", line 1036, in run_with_configuration
[2019-03-22 13:13:20,427] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query err.resp.status)
[2019-03-22 13:13:20,427] {base_task_runner.py:101} INFO - Job 571: Subtask bq_union_query Exception: ('BigQuery job status check failed. Final error was: %s', 404)
如果我键入了其他sql查询，例如（删除表），查询将起作用。为了简单起见，我在这里进行选择查询。关键是，此处的sql查询有效，但dag失败。似乎dag无法从BQ检索查询历史/作业历史。我检查了json文件是否存在，是的。这是屏幕截图
If I had typed a different sql query, for eg ( delete table ), the query would work. I am doing a select query here for simplicity. Point is, the sql query in here works, but the dag fails. It would seem that the dag has failed to retrieve the query history/job history from BQ. I checked if the json file exist, and yes it did. Heres a screen shot
最初，我认为这是一个权限问题，但是我检查了一下，并且云作曲家生成的服务帐户具有项目所有者权限和BQ管理员权限。
我曾尝试搜索，但似乎找不到答案。
Initially I thought this was a permission issue, but i checked and the cloud composer generated service account has project owner rights and BQ admin rights. I've tried searching around but cannot seem to find an answer.
任何帮助都将受到赞赏。
Any help is appreciated.
推荐答案
由于您的BigQuery数据集位于asia-southeast1中，因此默认情况下，BigQuery在相同的位置（asia-southeast1）创建了一个作业。但是，您的Composer环境中的Airflow试图获取作业状态而不指定位置字段。
Since your BigQuery dataset resides in asia-southeast1, BigQuery created a job in the same location by default, which is asia-southeast1. However, the Airflow in your Composer environment was trying to get the job's status without specifying location field.
参考：> https://cloud.google.com/bigquery/docs/reference/rest/v2/jobs/get
此问题已由我的PR修复，已合并到master，它将在v2.0.0中发布。但是，Composer的最新Airflow版本是v1.10.2，因此您需要做一些工作才能使其正常工作。
This has been fixed by my PR and it has been merged to master, and it will be released in v2.0.0. However, Composer's latest Airflow version is v1.10.2, so you need a work around to make it work.
要解决此问题，您可以扩展BigQueryCursor并覆盖具有位置支持的run_with_configuration（）函数。请参考：
https://github.com/ apache / airflow / pull / 4695 / files＃diff-ee06f8fcbc476ea65446a30160c2a2b2R1213 并检查如何打补丁。
To work around this, you can extend the BigQueryCursor and override the run_with_configuration() function with location support. Please refer to: https://github.com/apache/airflow/pull/4695/files#diff-ee06f8fcbc476ea65446a30160c2a2b2R1213 and check how to patch it.
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