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From GitBox <...@apache.org>
Subject [GitHub] feng-tao commented on a change in pull request #4265: [AIRFLOW-3406] Implement an Azure CosmosDB operator
Date Wed, 05 Dec 2018 18:23:24 GMT
feng-tao commented on a change in pull request #4265: [AIRFLOW-3406] Implement an Azure CosmosDB
operator
URL: https://github.com/apache/incubator-airflow/pull/4265#discussion_r239181246
 
 

 ##########
 File path: airflow/contrib/hooks/azure_cosmos_hook.py
 ##########
 @@ -0,0 +1,287 @@
+# -*- 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.
+import azure.cosmos.cosmos_client as cosmos_client
+from azure.cosmos.errors import HTTPFailure
+import uuid
+
+from airflow.exceptions import AirflowBadRequest
+from airflow.hooks.base_hook import BaseHook
+
+
+class AzureCosmosDBHook(BaseHook):
+    """
+    Interacts with Azure CosmosDB.
+
+    login should be the endpoint uri, password should be the master key
+    optionally, you can use the following extras to default these values
+    {"database_name": "<DATABASE_NAME>", "collection_name": "COLLECTION_NAME"}.
+
+    :param azure_cosmos_conn_id: Reference to the Azure CosmosDB connection.
+    :type azure_cosmos_conn_id: str
+    """
+
+    def __init__(self, azure_cosmos_conn_id='azure_cosmos_default'):
+        self.conn_id = azure_cosmos_conn_id
+        self.connection = self.get_connection(self.conn_id)
+        self.extras = self.connection.extra_dejson
+
+        self.endpoint_uri = self.connection.login
+        self.master_key = self.connection.password
+        self.default_database_name = self.extras.get('database_name')
+        self.default_collection_name = self.extras.get('collection_name')
+        self.cosmos_client = None
+
+    def get_conn(self):
+        """
+        Return a cosmos db client.
+        """
+        if self.cosmos_client is not None:
+            return self.cosmos_client
+
+        # Initialize the Python Azure Cosmos DB client
+        self.cosmos_client = cosmos_client.CosmosClient(self.endpoint_uri, {'masterKey':
self.master_key})
+
+        return self.cosmos_client
+
+    def get_database_name(self, database_name=None):
+        db_name = database_name
+        if db_name is None:
+            db_name = self.default_database_name
+
+        if db_name is None:
+            raise AirflowBadRequest("Database name must be specified")
+
+        return db_name
+
+    def get_collection_name(self, collection_name=None):
+        coll_name = collection_name
+        if coll_name is None:
+            coll_name = self.default_collection_name
+
+        if coll_name is None:
+            raise AirflowBadRequest("Collection name must be specified")
+
+        return coll_name
+
+    def does_collection_exist(self, collection_name, database_name=None):
+        """
+        Checks if a collection exists in CosmosDB.
+        """
+        if collection_name is None:
+            raise AirflowBadRequest("Collection name cannot be None.")
+
+        existing_container = list(self.get_conn().QueryContainers(
+            GetDatabaseLink(self.get_database_name(database_name)), {
+                "query": "SELECT * FROM r WHERE r.id=@id",
+                "parameters": [
+                    {"name": "@id", "value": collection_name}
+                ]
+            }))
+        if len(existing_container) == 0:
+            return False
+
+        return True
+
+    def create_collection(self, collection_name, database_name=None):
+        """
+        Creates a new collection in the CosmosDB database.
+        """
+        if collection_name is None:
+            raise AirflowBadRequest("Collection name cannot be None.")
+
+        # We need to check to see if this container already exists so we don't try
+        # to create it twice
+        existing_container = list(self.get_conn().QueryContainers(
+            GetDatabaseLink(self.get_database_name(database_name)), {
+                "query": "SELECT * FROM r WHERE r.id=@id",
+                "parameters": [
+                    {"name": "@id", "value": collection_name}
+                ]
+            }))
+
+        # Only create if we did not find it already existing
+        if len(existing_container) == 0:
+            self.get_conn().CreateContainer(
+                GetDatabaseLink(self.get_database_name(database_name)),
+                {"id": collection_name})
+
+    def does_database_exist(self, database_name):
+        """
+        Checks if a database exists in CosmosDB.
+        """
+        if database_name is None:
+            raise AirflowBadRequest("Database name cannot be None.")
+
+        existing_database = list(self.get_conn().QueryDatabases({
+            "query": "SELECT * FROM r WHERE r.id=@id",
+            "parameters": [
+                {"name": "@id", "value": database_name}
+            ]
+        }))
+        if len(existing_database) == 0:
+            return False
+
+        return True
+
+    def create_database(self, database_name):
+        """
+        Creates a new database in CosmosDB.
+        """
+        if database_name is None:
+            raise AirflowBadRequest("Database name cannot be None.")
+
+        # We need to check to see if this database already exists so we don't try
+        # to create it twice
+        existing_database = list(self.get_conn().QueryDatabases({
+            "query": "SELECT * FROM r WHERE r.id=@id",
+            "parameters": [
+                {"name": "@id", "value": database_name}
+            ]
+        }))
+
+        # Only create if we did not find it already existing
+        if len(existing_database) == 0:
+            self.get_conn().CreateDatabase({"id": database_name})
+
+    def delete_database(self, database_name):
+        """
+        Deletes an existing database in CosmosDB.
+        """
+        if database_name is None:
+            raise AirflowBadRequest("Database name cannot be None.")
+
+        self.get_conn().DeleteDatabase(GetDatabaseLink(database_name))
+
+    def delete_collection(self, collection_name, database_name=None):
+        """
+        Deletes an existing collection in the CosmosDB database.
+        """
+        if collection_name is None:
+            raise AirflowBadRequest("Collection name cannot be None.")
+
+        self.get_conn().DeleteContainer(
+            GetCollectionLink(self.get_database_name(database_name), collection_name))
+
+    def upsert_document(self, document, database_name=None, collection_name=None, document_id=None):
+        """
+        Inserts a new document (or updates an existing one) into an existing
+        collection in the CosmosDB database.
+        """
+        # Assign unique ID if one isn't provided
+        if document_id is None:
+            document_id = str(uuid.uuid4())
+
+        if document is None:
+            raise AirflowBadRequest("You cannot insert a None document")
+
+        # Add document id if isn't found
+        if 'id' in document:
+            if document['id'] is None:
+                document['id'] = document_id
+        else:
+            document['id'] = document_id
+
+        created_document = self.get_conn().CreateItem(
+            GetCollectionLink(
+                self.get_database_name(database_name),
+                self.get_collection_name(collection_name)),
+            document)
+
+        return created_document
+
+    def insert_documents(self, documents, database_name=None, collection_name=None):
+        """
+        Insert a list of new documents into an existing collection in the CosmosDB database.
+        """
+        if documents is None:
+            raise AirflowBadRequest("You cannot insert empty documents")
+
+        created_documents = []
+        for single_document in documents:
+            created_documents.append(
+                self.get_conn().CreateItem(
+                    GetCollectionLink(
+                        self.get_database_name(database_name),
+                        self.get_collection_name(collection_name)),
+                    single_document))
+
+        return created_documents
+
+    def delete_document(self, document_id, database_name=None, collection_name=None):
+        """
+        Delete an existing document out of a collection in the CosmosDB database.
+        """
+        if document_id is None:
+            raise AirflowBadRequest("Cannot delete a document without an id")
+
+        self.get_conn().DeleteItem(
+            GetDocumentLink(
+                self.get_database_name(database_name),
+                self.get_collection_name(collection_name),
+                document_id))
+
+    def get_document(self, document_id, database_name=None, collection_name=None):
+        """
+        Get a document from an existing collection in the CosmosDB database.
+        """
+        if document_id is None:
+            raise AirflowBadRequest("Cannot get a document without an id")
+
+        try:
+            return self.get_conn().ReadItem(
+                GetDocumentLink(
+                    self.get_database_name(database_name),
+                    self.get_collection_name(collection_name),
+                    document_id))
+        except HTTPFailure:
+            return None
+
+    def get_documents(self, sql_string, database_name=None, collection_name=None, partition_key=None):
+        """
+        Get a list of documents from an existing collection in the CosmosDB database via
SQL query.
+        """
+        if sql_string is None:
+            raise AirflowBadRequest("SQL query string cannot be None")
+
+        # Query them in SQL
+        query = {'query': sql_string}
+
+        try:
+            result_iterable = self.get_conn().QueryItems(
+                GetCollectionLink(
+                    self.get_database_name(database_name),
+                    self.get_collection_name(collection_name)),
+                query,
+                partition_key)
+
+            return list(result_iterable)
+        except HTTPFailure:
+            return None
+
+
+def GetDatabaseLink(database_id):
+    return "dbs/" + database_id
+
+
+def GetCollectionLink(database_id, collection_id):
+    return GetDatabaseLink(database_id) + "/colls/" + collection_id
+
+
+def GetDocumentLink(database_id, collection_id, document_id):
 
 Review comment:
   same

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