# -*- coding: utf-8 -*-
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from __future__ import print_function
import requests
import time
from pydruid.db import connect
from airflow.exceptions import AirflowException
from airflow.hooks.base_hook import BaseHook
from airflow.hooks.dbapi_hook import DbApiHook
[docs]class DruidHook(BaseHook):
"""
Connection to Druid overlord for ingestion
:param druid_ingest_conn_id: The connection id to the Druid overlord machine
which accepts index jobs
:type druid_ingest_conn_id: string
:param timeout: The interval between polling
the Druid job for the status of the ingestion job.
Must be greater than or equal to 1
:type timeout: int
:param max_ingestion_time: The maximum ingestion time before assuming the job failed
:type max_ingestion_time: int
"""
def __init__(
self,
druid_ingest_conn_id='druid_ingest_default',
timeout=1,
max_ingestion_time=None):
self.druid_ingest_conn_id = druid_ingest_conn_id
self.timeout = timeout
self.max_ingestion_time = max_ingestion_time
self.header = {'content-type': 'application/json'}
if self.timeout < 1:
raise ValueError("Druid timeout should be equal or greater than 1")
def get_conn_url(self):
conn = self.get_connection(self.druid_ingest_conn_id)
host = conn.host
port = conn.port
conn_type = 'http' if not conn.conn_type else conn.conn_type
endpoint = conn.extra_dejson.get('endpoint', '')
return "{conn_type}://{host}:{port}/{endpoint}".format(**locals())
def submit_indexing_job(self, json_index_spec):
url = self.get_conn_url()
self.log.info("Druid ingestion spec: {}".format(json_index_spec))
req_index = requests.post(url, json=json_index_spec, headers=self.header)
if (req_index.status_code != 200):
raise AirflowException('Did not get 200 when '
'submitting the Druid job to {}'.format(url))
req_json = req_index.json()
# Wait until the job is completed
druid_task_id = req_json['task']
self.log.info("Druid indexing task-id: {}".format(druid_task_id))
running = True
sec = 0
while running:
req_status = requests.get("{0}/{1}/status".format(url, druid_task_id))
self.log.info("Job still running for %s seconds...", sec)
if self.max_ingestion_time and sec > self.max_ingestion_time:
# ensure that the job gets killed if the max ingestion time is exceeded
requests.post("{0}/{1}/shutdown".format(url, druid_task_id))
raise AirflowException('Druid ingestion took more than '
'%s seconds', self.max_ingestion_time)
time.sleep(self.timeout)
sec = sec + self.timeout
status = req_status.json()['status']['status']
if status == 'RUNNING':
running = True
elif status == 'SUCCESS':
running = False # Great success!
elif status == 'FAILED':
raise AirflowException('Druid indexing job failed, '
'check console for more info')
else:
raise AirflowException('Could not get status of the job, got %s', status)
self.log.info('Successful index')
[docs]class DruidDbApiHook(DbApiHook):
"""
Interact with Druid broker
This hook is purely for users to query druid broker.
For ingestion, please use druidHook.
"""
conn_name_attr = 'druid_broker_conn_id'
default_conn_name = 'druid_broker_default'
supports_autocommit = False
def __init__(self, *args, **kwargs):
super(DruidDbApiHook, self).__init__(*args, **kwargs)
[docs] def get_conn(self):
"""
Establish a connection to druid broker.
"""
conn = self.get_connection(self.druid_broker_conn_id)
druid_broker_conn = connect(
host=conn.host,
port=conn.port,
path=conn.extra_dejson.get('endpoint', '/druid/v2/sql'),
scheme=conn.extra_dejson.get('schema', 'http')
)
self.log.info('Get the connection to druid '
'broker on {host}'.format(host=conn.host))
return druid_broker_conn
[docs] def get_uri(self):
"""
Get the connection uri for druid broker.
e.g: druid://localhost:8082/druid/v2/sql/
"""
conn = self.get_connection(getattr(self, self.conn_name_attr))
host = conn.host
if conn.port is not None:
host += ':{port}'.format(port=conn.port)
conn_type = 'druid' if not conn.conn_type else conn.conn_type
endpoint = conn.extra_dejson.get('endpoint', 'druid/v2/sql')
return '{conn_type}://{host}/{endpoint}'.format(
conn_type=conn_type, host=host, endpoint=endpoint)
[docs] def set_autocommit(self, conn, autocommit):
raise NotImplementedError()
[docs] def get_pandas_df(self, sql, parameters=None):
raise NotImplementedError()
[docs] def insert_rows(self, table, rows, target_fields=None, commit_every=1000):
raise NotImplementedError()