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From GitBox <...@apache.org>
Subject [GitHub] [airflow] ashb commented on a change in pull request #6090: [AIRFLOW-5470] Add Apache Livy REST operator
Date Thu, 09 Jan 2020 14:51:30 GMT
ashb commented on a change in pull request #6090: [AIRFLOW-5470] Add Apache Livy REST operator
URL: https://github.com/apache/airflow/pull/6090#discussion_r364755778
 
 

 ##########
 File path: airflow/contrib/hooks/livy_hook.py
 ##########
 @@ -0,0 +1,379 @@
+# -*- coding: utf-8 -*-
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+"""
+This module contains the Apache Livy hook.
+"""
+
+import json
+import re
+from enum import Enum
+
+from airflow.exceptions import AirflowException
+from airflow.hooks.http_hook import HttpHook
+from airflow.utils.log.logging_mixin import LoggingMixin
+
+
+class BatchState(Enum):
+    """
+    Batch session states
+    """
+    NOT_STARTED = 'not_started'
+    STARTING = 'starting'
+    RUNNING = 'running'
+    IDLE = 'idle'
+    BUSY = 'busy'
+    SHUTTING_DOWN = 'shutting_down'
+    ERROR = 'error'
+    DEAD = 'dead'
+    KILLED = 'killed'
+    SUCCESS = 'success'
+
+
+class LivyHook(HttpHook, LoggingMixin):
+    """
+    Hook for Apache Livy through the REST API.
+
+    :param livy_conn_id: reference to a pre-defined Livy Connection.
+    :type livy_conn_id: str
+
+    .. seealso::
+        For more details refer to the Apache Livy API reference:
+        https://livy.apache.org/docs/latest/rest-api.html
+    """
+
+    TERMINAL_STATES = {
+        BatchState.SUCCESS,
+        BatchState.DEAD,
+        BatchState.KILLED,
+        BatchState.ERROR,
+    }
+
+    _def_headers = {
+        'Content-Type': 'application/json',
+        'Accept': 'application/json'
+    }
+
+    def __init__(self, livy_conn_id='livy_default'):
+        super(LivyHook, self).__init__(http_conn_id=livy_conn_id)
+
+    def get_conn(self, headers=None):
+        """
+        Returns http session for use with requests
+
+        :param headers: additional headers to be passed through as a dictionary
+        :type headers: dict
+        :return: requests session
+        :rtype: requests.Session
+        """
+        tmp_headers = self._def_headers.copy()  # setting default headers
+        if headers:
+            tmp_headers.update(headers)
+        return super().get_conn(tmp_headers)
+
+    def run_method(self, method='GET', endpoint=None, data=None, headers=None, extra_options=None):
+        """
+        Wrapper for HttpHook, allows to change method on the same HttpHook
+
+        :param method: http method
+        :type method: str
+        :param endpoint: endpoint
+        :type endpoint: str
+        :param data: request payload
+        :type data: dict
+        :param headers: headers
+        :type headers: dict
+        :param extra_options: extra options
+        :type extra_options: dict
+        :return: http response
+        :rtype: requests.Response
+        """
+        if method not in ('GET', 'POST', 'PUT', 'DELETE', 'HEAD'):
+            raise AirflowException("Invalid http method '{}'".format(method))
+
+        back_method = self.method
+        self.method = method
+        try:
+            result = self.run(endpoint, data, headers, extra_options)
+        finally:
+            self.method = back_method
+        return result
+
+    def post_batch(self, *args, **kwargs):
+        """
+        Perform request to submit batch
+
+        :return: batch session id
+        :rtype: int
+        """
+        batch_submit_body = json.dumps(self.build_post_batch_body(*args, **kwargs))
+
+        if self.base_url is None:
+            # need to init self.base_url
+            self.get_conn()
+        self.log.info("Submitting job {} to {}".format(batch_submit_body, self.base_url))
+
+        response = self.run_method(
+            method='POST',
+            endpoint='/batches',
+            data=batch_submit_body
+        )
+        self.log.debug("Got response: {}".format(response.text))
+
+        if response.status_code != 201:
+            raise AirflowException("Could not submit batch. Status code: {}".format(response.status_code))
 
 Review comment:
   Is it worth including `response.json()` here or something in the error message -- I guess
when it fails to get a bacth ID the response might include an error?

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