Add the polyglot python-task sample

This commit is contained in:
Christian Tzolov
2019-05-07 09:47:19 +02:00
parent f51a6957ff
commit 108299b07e
7 changed files with 161 additions and 0 deletions

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FROM python:3.7.3-slim
RUN apt-get update
RUN apt-get install build-essential -y
RUN apt-get install default-libmysqlclient-dev -y
RUN pip install mysqlclient
RUN pip install sqlalchemy
ADD python_task.py /
ADD util/* /util/
ENTRYPOINT ["python","/python_task.py"]
CMD []

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Build docker image and push to Docker Hub.
```bash
docker build -t tzolov/python_task_with_status:0.1 .
docker push tzolov/python_task_with_status:0.1
```
NOTE: replace `tzolov` with your docker hub prefix.
Register the docker image as SCDF `task` application:
```bash
dataflow:>app register --type task --name python-task-with-status --uri docker://tzolov/python_task_with_status:0.1
```
Create task instance and launch it:
```bash
dataflow:>app register --type task --name python-task-with-status --uri docker://tzolov/python_task_with_status:0.1
dataflow:>task create --name python-task --definition "python-task-with-status"
dataflow:>task launch --name python-task
```
TIP: if `--error.message=<Some Text>` is passed as a launch argument, the task will throw an error with the specified text.

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import sys
import time
from util.task_status import TaskStatus
from util.task_args import get_task_id, get_db_url, get_task_name, get_cmd_arg
try:
print('sys arguments {}'.format(sys.argv))
status = TaskStatus(get_task_id(), get_db_url())
# Set task status to RUNNING
status.running()
# Do something
print('Start task:{}, id:{}, sqlalchemy-url:{}'.format(get_task_name(), get_task_id(), get_db_url()))
print('Wait for 60 seconds ...')
sys.stdout.flush()
time.sleep(60)
# if you add --error.message=Bla to the launch properties, an exception is thrown
if get_cmd_arg('error.message') is not None:
raise Exception(get_cmd_arg('error.message'))
print("Goodbye!")
# Mark task completion status change
status.completed()
except Exception as exp:
error_message = 'Task failed: {}'.format(exp)
status.failed(1, error_message, error_message)
print(error_message)

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sqlalchemy
mysqlclient

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import sys
from collections import defaultdict
def get_cmd_arg(name):
"""Extracts argument value by name. (@author: Chris Schaefer)
Assumes the exec (default) spring-cloud-deployer-k8s argument passing mode.
Args:
name: argument name.
Returns:
value of the requested argument.
"""
d = defaultdict(list)
for k, v in ((k.lstrip('-'), v) for k, v in (a.split('=') for a in sys.argv[1:])):
d[k].append(v)
return d[name][0]
def get_db_url():
"""Computes sqlalchemy connection URL
Uses the s.d.username, s.d.password and s.d.url properties to compute the sqlalchemy url.
This provides access to the SCDF internal DB and tables such as TASK_EXECUTION.
Returns:
sqlalchemy compatible URL compatible with the target DB.
"""
username = get_cmd_arg('spring.datasource.username')
password = get_cmd_arg('spring.datasource.password')
jdbc_url = get_cmd_arg('spring.datasource.url')
return str(jdbc_url) \
.replace('jdbc:', '') \
.replace('sqlserver:', 'mssql+pyodbc:') \
.replace('//', '//{username}:{password}@'.format(username=username, password=password))
def get_task_id():
"""Task ID as handled inside SCDF.
When launching tasks SCDF provides the spring.cloud.task.executionid as command line argument.
Returns:
The task id as handled inside SCDF.
"""
return get_cmd_arg('spring.cloud.task.executionid')
def get_task_name():
return get_cmd_arg('spring.cloud.task.name')

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from sqlalchemy import create_engine
from sqlalchemy.sql import text
import datetime
class TaskStatus:
"""Helper class to help manage Task's status in the SCDF DB. """
def __init__(self, task_id, jdbc_url):
self.task_id = task_id
self.engine = create_engine(jdbc_url)
self.connection = self.engine.connect()
def running(self):
"""Set the TASK_EXECUTION's START_TIME """
now = datetime.datetime.now()
start_task_statement = text(
"UPDATE TASK_EXECUTION SET START_TIME=:start_time, EXIT_CODE=null, LAST_UPDATED=:last_updated "
"WHERE TASK_EXECUTION_ID=:task_id")
self.connection.execute(start_task_statement, start_time=now, last_updated=now, task_id=self.task_id)
def completed(self):
"""Set the TASK_EXECUTION's END_TIME, EXIST_CODE=0 and EXIST_MESSAGE/ERROR_MESSAGE must be null """
now = datetime.datetime.now()
complete_task_statement = text(
"UPDATE TASK_EXECUTION SET END_TIME=:end_time, EXIT_CODE=0, EXIT_MESSAGE=null, ERROR_MESSAGE=null, "
"LAST_UPDATED=:last_updated WHERE TASK_EXECUTION_ID=:task_id")
self.connection.execute(complete_task_statement, end_time=now, last_updated=now, task_id=self.task_id)
def failed(self, exit_code, exit_message, error_message=''):
"""Set the TASK_EXECUTION's END_TIME, EXIST_CODE is the error code and EXIST_MESSAGE/ERROR_MESSAGE describe
the error """
now = datetime.datetime.now()
complete_task_statement = text(
"UPDATE TASK_EXECUTION SET END_TIME=:end_time, EXIT_CODE=:exit_code, EXIT_MESSAGE=:exit_message, "
" ERROR_MESSAGE=:error_message, LAST_UPDATED=:last_updated "
"WHERE TASK_EXECUTION_ID=:task_id")
self.connection.execute(complete_task_statement, end_time=now, exit_code=exit_code,
exit_message=exit_message, error_message=error_message, last_updated=now,
task_id=self.task_id)