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DRILL-7745: Add storage plugin for IPFS
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common/src/test/java/org/apache/drill/categories/IPFSStorageTest.java
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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 org.apache.drill.categories; | ||
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/** | ||
* This is a category used to mark unit tests that test the IPFS storage plugin. | ||
*/ | ||
public interface IPFSStorageTest { | ||
} | ||
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# Drill Storage Plugin for IPFS (Minerva) | ||
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## Contents | ||
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0. [Introduction](#Introduction) | ||
1. [Configuration](#Configuration) | ||
2. [Usage Notes](#Usage Notes) | ||
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## Introduction | ||
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Minerva is a storage plugin of Drill that connects IPFS's decentralized storage and Drill's flexible query engine. Any data file stored on IPFS can be easily accessed from Drill's query interface, just like a file stored on a local disk. Moreover, with Drill's capability of distributed execution, other instances who are also running Minerva can help accelerate the execution: the data stays where it is, and the queries go to the most suitable nodes which stores the data locally, and from there the operations can be performed most efficiently. | ||
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## Configuration | ||
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1. Set Drill hostname to the IP address of the node to run Drill: | ||
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Edit file `conf/drill-env.sh` and change the environment variable `DRILL_HOST_NAME` to the IP address of the node. Use private or global addresses, depending on whether you plan to run it in a private cluster or on the open Internet. | ||
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2. Configure the IPFS storage plugin: | ||
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The default configuration of the IPFS storage plugin is located at `src/resources/bootstrap-storage-plugins.json`: | ||
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``` | ||
"ipfs" : { | ||
"type":"ipfs", | ||
"host": "127.0.0.1", | ||
"port": 5001, | ||
"max-nodes-per-leaf": 3, | ||
"ipfs-timeouts": { | ||
"find-provider": 4, | ||
"find-peer-info": 4, | ||
"fetch-data": 5 | ||
}, | ||
"ipfs-caches": { | ||
"peer": {"size": 100, "ttl": 600}, | ||
"provider": {"size": 1000, "ttl": 600} | ||
}, | ||
"groupscan-worker-threads": 50, | ||
"formats": null, | ||
"enabled": true | ||
} | ||
``` | ||
where | ||
`host` and `port` are the host and API port where your IPFS daemon will be listening. Change it so that it matches the configuration of your IPFS instance. | ||
`max-nodes-per-leaf` controls how many provider nodes will be considered when the query is being planned. A larger value increases the parallelization width but typically takes longer to find enough providers from DHT resolution. A smaller value does the opposite. | ||
`ipfs-timeouts` set the maximum amount of time in seconds for various time-consuming operations: | ||
* `find-provider` is the time allowed to do DHT queries to find providers. | ||
* `find-peer-info` is the time allowed to resolve the network addresses of the providers. | ||
* `fetch-data` is the time the actual transmission is allowed to take. | ||
`ipfs-caches` control the size and TTL in seconds of cache entries of various caches used to accelerate query execution: | ||
* `peer` cache caches peers addresses. | ||
* `provider` cache caches which providers provide a particular IPFS object. | ||
`groupscan-worker-threads` limits the number of worker threads when the planner communicate with the IPFS daemon to resolve providers and peer info. | ||
`formats` specifies the formats of the files. It is unimplemented for now and does nothing. | ||
3. Configure IPFS | ||
Start the IPFS daemon first. | ||
Set a Drill-ready flag to the node: | ||
``` | ||
$ IPFS_NULL_OBJECT=$(ipfs object new) | ||
$ ipfs object patch add-link $IPFS_NULL_OBJECT "drill-ready" $IPFS_NULL_OBJECT | ||
QmeXLv7D5uV2uXHejg7St7mSXDtqwTw8LuywSBawSxy5iA | ||
$ ipfs name publish /ipfs/QmeXLv7D5uV2uXHejg7St7mSXDtqwTw8LuywSBawSxy5iA | ||
Published to <your-node-id>: /ipfs/QmeXLv7D5uV2uXHejg7St7mSXDtqwTw8LuywSBawSxy5iA | ||
``` | ||
This flag indicates that an IPFS node is also capable of handling Drill queries, and the planner will consider it when scheduling a query to execute distributedly. A node without this flag will be ignored. | ||
Also, pin the flag so that it will stick on your node: | ||
``` | ||
$ ipfs pin add -r QmeXLv7D5uV2uXHejg7St7mSXDtqwTw8LuywSBawSxy5iA | ||
``` | ||
## Usage Notes | ||
1. Compatible data formats | ||
Currently only JSON files are supported by this storage plugin. | ||
2. Add datasets to IPFS | ||
IPFS provides the `ipfs add` command to conveniently add a file to IPFS. Unfortunately that command does not split data files into chunks on line boundaries. Use [this script](https://gist.github.com/dbw9580/250e52a54e39a34083f815dea34a89e0) to do proper chunking and add files to IPFS. | ||
3. Timeout exceptions | ||
IPFS operations can be time-consuming, and sometimes an operation can take forever (e.g. querying the DHT for a non-existent object). Adjust the timeout values in the config to avoid most timeout exceptions. |
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<?xml version="1.0" encoding="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. | ||
--> | ||
<project xmlns="http://maven.apache.org/POM/4.0.0" | ||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<parent> | ||
<artifactId>drill-contrib-parent</artifactId> | ||
<groupId>org.apache.drill.contrib</groupId> | ||
<version>1.18.0-SNAPSHOT</version> | ||
</parent> | ||
<modelVersion>4.0.0</modelVersion> | ||
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<artifactId>drill-ipfs-storage</artifactId> | ||
<name>contrib/ipfs-storage-plugin</name> | ||
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<properties> | ||
<ipfs.TestSuite>**/IPFSTestSuit.class</ipfs.TestSuite> | ||
</properties> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>org.apache.drill.exec</groupId> | ||
<artifactId>drill-java-exec</artifactId> | ||
<version>${project.version}</version> | ||
</dependency> | ||
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<dependency> | ||
<groupId>com.github.ipfs</groupId> | ||
<artifactId>java-ipfs-http-client</artifactId> | ||
<version>v1.3.3</version> | ||
</dependency> | ||
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<!-- Test dependencies --> | ||
<dependency> | ||
<groupId>org.apache.drill.exec</groupId> | ||
<artifactId>drill-java-exec</artifactId> | ||
<classifier>tests</classifier> | ||
<version>${project.version}</version> | ||
<scope>test</scope> | ||
</dependency> | ||
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<dependency> | ||
<groupId>org.apache.drill</groupId> | ||
<artifactId>drill-common</artifactId> | ||
<classifier>tests</classifier> | ||
<version>${project.version}</version> | ||
<scope>test</scope> | ||
</dependency> | ||
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</dependencies> | ||
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<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.apache.maven.plugins</groupId> | ||
<artifactId>maven-surefire-plugin</artifactId> | ||
<configuration> | ||
<forkCount>0</forkCount> | ||
<includes> | ||
<include>${ipfs.TestSuite}</include> | ||
</includes> | ||
<excludes> | ||
<exclude>**/TestIPFSQueries.java</exclude> | ||
</excludes> | ||
</configuration> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</project> |
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