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Created initial guide for HDFS operators (#11212)
closes #8197 Co-authored-by: Kaxil Naik <kaxilnaik@gmail.com>
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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. | ||
Apache HDFS Connection | ||
====================== | ||
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The Apache HDFS connection type enables connection to Apache HDFS. | ||
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Default Connection IDs | ||
---------------------- | ||
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HDFS Hook uses parameter ``hdfs_conn_id`` for Connection IDs and the value of the parameter | ||
as ``hdfs_default`` by default. | ||
Web HDFS Hook uses parameter ``webhdfs_conn_id`` for Connection IDs and the value of the | ||
parameter as ``webhdfs_default`` by default. | ||
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Configuring the Connection | ||
-------------------------- | ||
Host | ||
The host to connect to, it can be ``local``, ``yarn`` or an URL. | ||
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Port | ||
Specify the port in case of host be an URL. | ||
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Extra (optional, connection parameters) | ||
Specify the extra parameters (as json dictionary) that can be used in HDFS connection. The following | ||
parameters out of the standard python parameters are supported: | ||
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* ``proxy_user`` - Effective user for HDFS operations. | ||
* ``autoconfig`` - Default value is bool: False. Use snakebite's automatically configured client. This HDFSHook implementation requires snakebite. |
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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. | ||
Apache Hadoop HDFS Operators | ||
============================ | ||
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`Apache Hadoop HDFS <https://hadoop.apache.org/docs/r1.2.1/hdfs_design.html>`__ is a distributed file system | ||
designed to run on commodity hardware. It has many similarities with existing distributed file systems. | ||
However, the differences from other distributed file systems are significant. | ||
HDFS is highly fault-tolerant and is designed to be deployed on low-cost hardware. | ||
HDFS provides high throughput access to application data and is suitable for applications that have | ||
large data sets. HDFS relaxes a few POSIX requirements to enable streaming access to file | ||
system data. HDFS is now an Apache Hadoop sub project. | ||
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.. contents:: | ||
:depth: 1 | ||
:local: | ||
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Prerequisite | ||
------------ | ||
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To use operators, you must configure a :doc:`HDFS Connection <connections>`. | ||
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.. _howto/operator:HdfsFolderSensor: | ||
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HdfsFolderSensor | ||
---------------- | ||
Waits for a non-empty directory | ||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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The :class:`~airflow.providers.apache.hdfs.sensors.hdfs.HdfsFolderSensor` operator is used to | ||
check for a non-empty directory in HDFS. | ||
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Use the ``filepath`` parameter to poke until the provided file is found. | ||
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.. _howto/operator:HdfsRegexSensor: | ||
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HdfsRegexSensor | ||
--------------- | ||
Waits for matching files by matching on regex | ||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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The :class:`~airflow.providers.apache.hdfs.sensors.hdfs.HdfsRegexSensor` operator is used to check for | ||
matching files by matching on regex in HDFS. | ||
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Use the ``filepath`` parameter to mention the keyspace and table for the record. Use dot notation to target a | ||
specific keyspace. | ||
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.. _howto/operator:HdfsSensor: | ||
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Waits for a file or folder to land in HDFS | ||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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The :class:`~airflow.providers.apache.hdfs.sensors.hdfs.HdfsSensor` operator is used to check for a file or folder to land in HDFS. | ||
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Use the ``filepath`` parameter to poke until the provided file is found. | ||
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Reference | ||
^^^^^^^^^ | ||
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For further information, look at `HDFS Architecture Guide <https://hadoop.apache.org/docs/r1.2.1/hdfs_design.html>`_. |