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Add Neo4j hook and operator (apache#13324)
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<!-- | ||
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. | ||
--> |
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# | ||
# 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. |
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# | ||
# 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. |
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# | ||
# 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. | ||
""" | ||
Example use of Neo4j related operators. | ||
""" | ||
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from airflow import DAG | ||
from airflow.providers.neo4j.operators.neo4j import Neo4jOperator | ||
from airflow.utils.dates import days_ago | ||
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default_args = { | ||
'owner': 'airflow', | ||
} | ||
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dag = DAG( | ||
'example_neo4j', | ||
default_args=default_args, | ||
start_date=days_ago(2), | ||
tags=['example'], | ||
) | ||
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# [START run_query_neo4j_operator] | ||
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neo4j_task = Neo4jOperator( | ||
task_id='run_neo4j_query', | ||
neo4j_conn_id='neo4j_conn_id', | ||
sql='MATCH (tom {name: "Tom Hanks"}) RETURN tom', | ||
dag=dag, | ||
) | ||
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# [END run_query_neo4j_operator] | ||
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neo4j_task |
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# | ||
# 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. |
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# | ||
# 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. | ||
|
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"""This module allows to connect to a Neo4j database.""" | ||
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from neo4j import GraphDatabase, Neo4jDriver, Result | ||
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from airflow.hooks.base import BaseHook | ||
from airflow.models import Connection | ||
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class Neo4jHook(BaseHook): | ||
""" | ||
Interact with Neo4j. | ||
Performs a connection to Neo4j and runs the query. | ||
""" | ||
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conn_name_attr = 'neo4j_conn_id' | ||
default_conn_name = 'neo4j_default' | ||
conn_type = 'neo4j' | ||
hook_name = 'Neo4j' | ||
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def __init__(self, conn_id: str = default_conn_name, *args, **kwargs) -> None: | ||
super().__init__(*args, **kwargs) | ||
self.neo4j_conn_id = conn_id | ||
self.connection = kwargs.pop("connection", None) | ||
self.client = None | ||
self.extras = None | ||
self.uri = None | ||
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def get_conn(self) -> Neo4jDriver: | ||
""" | ||
Function that initiates a new Neo4j connection | ||
with username, password and database schema. | ||
""" | ||
self.connection = self.get_connection(self.neo4j_conn_id) | ||
self.extras = self.connection.extra_dejson.copy() | ||
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self.uri = self.get_uri(self.connection) | ||
self.log.info('URI: %s', self.uri) | ||
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if self.client is not None: | ||
return self.client | ||
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is_encrypted = self.connection.extra_dejson.get('encrypted', False) | ||
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self.client = GraphDatabase.driver( | ||
self.uri, auth=(self.connection.login, self.connection.password), encrypted=is_encrypted | ||
) | ||
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return self.client | ||
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def get_uri(self, conn: Connection) -> str: | ||
""" | ||
Build the uri based on extras | ||
- Default - uses bolt scheme(bolt://) | ||
- neo4j_scheme - neo4j:// | ||
- certs_self_signed - neo4j+ssc:// | ||
- certs_trusted_ca - neo4j+s:// | ||
:param conn: connection object. | ||
:return: uri | ||
""" | ||
use_neo4j_scheme = conn.extra_dejson.get('neo4j_scheme', False) | ||
scheme = 'neo4j' if use_neo4j_scheme else 'bolt' | ||
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# Self signed certificates | ||
ssc = conn.extra_dejson.get('certs_self_signed', False) | ||
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# Only certificates signed by CA. | ||
trusted_ca = conn.extra_dejson.get('certs_trusted_ca', False) | ||
encryption_scheme = '' | ||
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if ssc: | ||
encryption_scheme = '+ssc' | ||
elif trusted_ca: | ||
encryption_scheme = '+s' | ||
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return '{scheme}{encryption_scheme}://{host}:{port}'.format( | ||
scheme=scheme, | ||
encryption_scheme=encryption_scheme, | ||
host=conn.host, | ||
port='7687' if conn.port is None else f'{conn.port}', | ||
) | ||
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def run(self, query) -> Result: | ||
""" | ||
Function to create a neo4j session | ||
and execute the query in the session. | ||
:param query: Neo4j query | ||
:return: Result | ||
""" | ||
driver = self.get_conn() | ||
if not self.connection.schema: | ||
with driver.session() as session: | ||
result = session.run(query) | ||
else: | ||
with driver.session(database=self.connection.schema) as session: | ||
result = session.run(query) | ||
return result |
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# | ||
# 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. |
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# | ||
# 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. | ||
from typing import Dict, Iterable, Mapping, Optional, Union | ||
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from airflow.models import BaseOperator | ||
from airflow.providers.neo4j.hooks.neo4j import Neo4jHook | ||
from airflow.utils.decorators import apply_defaults | ||
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class Neo4jOperator(BaseOperator): | ||
""" | ||
Executes sql code in a specific Neo4j database | ||
.. seealso:: | ||
For more information on how to use this operator, take a look at the guide: | ||
:ref:`howto/operator:Neo4jOperator` | ||
:param sql: the sql code to be executed. Can receive a str representing a | ||
sql statement, a list of str (sql statements) | ||
:type sql: str or list[str] | ||
:param neo4j_conn_id: reference to a specific Neo4j database | ||
:type neo4j_conn_id: str | ||
""" | ||
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@apply_defaults | ||
def __init__( | ||
self, | ||
*, | ||
sql: str, | ||
neo4j_conn_id: str = 'neo4j_default', | ||
parameters: Optional[Union[Mapping, Iterable]] = None, | ||
**kwargs, | ||
) -> None: | ||
super().__init__(**kwargs) | ||
self.neo4j_conn_id = neo4j_conn_id | ||
self.sql = sql | ||
self.parameters = parameters | ||
self.hook = None | ||
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def get_hook(self): | ||
"""Function to retrieve the Neo4j Hook.""" | ||
return Neo4jHook(conn_id=self.neo4j_conn_id) | ||
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def execute(self, context: Dict) -> None: | ||
self.log.info('Executing: %s', self.sql) | ||
self.hook = self.get_hook() | ||
self.hook.run(self.sql) |
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# 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. | ||
|
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--- | ||
package-name: apache-airflow-providers-neo4j | ||
name: Neo4j | ||
description: | | ||
`Neo4j <https://neo4j.com/>`__ | ||
versions: | ||
- 1.0.0 | ||
integrations: | ||
- integration-name: Neo4j | ||
external-doc-url: https://neo4j.com/ | ||
how-to-guide: | ||
- /docs/apache-airflow-providers-neo4j/operators/neo4j.rst | ||
tags: [software] | ||
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operators: | ||
- integration-name: Neo4j | ||
python-modules: | ||
- airflow.providers.neo4j.operators.neo4j | ||
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hooks: | ||
- integration-name: Neo4j | ||
python-modules: | ||
- airflow.providers.neo4j.hooks.neo4j | ||
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hook-class-names: | ||
- airflow.providers.neo4j.hooks.neo4j.Neo4jHook |
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