data-integrations / pdf-extractor-transform

Extracts content and metadata from a PDF using the Apache PDFBox library

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PDF Extractor Transform

Description

This transform leverages the Apache PDF Box library to extract text and metadata from a PDF file. It is usually used in conjunction with the Whole File Reader plugin since it requires the entire contents of the PDF to be loaded into a single message and passed into the transform. Due to this, there may be memory issues when loading extremely large PDF files.

Use Case

Say I am given a large directory full of PDF files, possibly a set of papers or legal documents, and I need to quickly extract the title, author, and text from these documents. I can read the files using the Whole File Reader plugin, then leverage this transform to extract the required information, before writing the text to a table for easy querying.

Properties

Configuration Required Default Description
Source Field Name Y None This is the name of the field on the input record containing the pdf file. It must be of type bytes and it must contain the entire contents of the PDF file.
Continue Processing If There Are Errors? Y false Indicates if the pipeline should continue if processing a single PDF fails.

Build

To build your plugins:

mvn clean package -DskipTests

The build will create a .jar and .json file under the target directory. These files can be used to deploy your plugins.

UI Integration

The CDAP UI displays each plugin property as a simple textbox. To customize how the plugin properties are displayed in the UI, you can place a configuration file in the widgets directory. The file must be named following a convention of [plugin-name]-[plugin-type].json.

See Plugin Widget Configuration for details on the configuration file.

The UI will also display a reference doc for your plugin if you place a file in the docs directory that follows the convention of [plugin-name]-[plugin-type].md.

When the build runs, it will scan the widgets and docs directories in order to build an appropriately formatted .json file under the target directory. This file is deployed along with your .jar file to add your plugins to CDAP.

Deployment

You can deploy your plugins using the CDAP CLI:

> load artifact <target/plugin.jar> config-file <target/plugin.json>

For example, here if your artifact is named 'azure-decompress-action-1.0.0.jar':

> load artifact target/pdf-extractor-transform-1.0.0.jar config-file target/pdf-extractor-transform-1.0.0.json

Mailing Lists

CDAP User Group and Development Discussions:

  • cdap-user@googlegroups.com <https://groups.google.com/d/forum/cdap-user>__

The cdap-user mailing list is primarily for users using the product to develop applications or building plugins for appplications. You can expect questions from users, release announcements, and any other discussions that we think will be helpful to the users.

IRC Channel

CDAP IRC Channel: #cdap on irc.freenode.net

License and Trademarks

Copyright © 2016-2017 Cask Data, Inc.

Licensed 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.

Cask is a trademark of Cask Data, Inc. All rights reserved.

Apache, Apache HBase, and HBase are trademarks of The Apache Software Foundation. Used with permission. No endorsement by The Apache Software Foundation is implied by the use of these marks.

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Extracts content and metadata from a PDF using the Apache PDFBox library

License:Apache License 2.0


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