/stanford-ner-docker

Dockerfile with Stanford Named Entity Recognizer packed with HTTP server.

Primary LanguagePythonApache License 2.0Apache-2.0

Stanford NER Docker

Dockerfile with Stanford Named Entity Recognizer packed with HTTP server which will answer with JSON on POST or GET requests with query variable.

This Mortgage Loan Purchase Agreement, dated as of February 25, 2015, is between J.P. Morgan Chase Commercial Mortgage Securities Corp., as purchaser and Barclays Bank PLC, as seller.

{"DATE": ["February 25, 2015"], "ORGANIZATION": ["J.P. Morgan Chase Commercial Mortgage Securities Corp.", "Barclays Bank PLC"]}

Base Docker Image

Installation

  1. Install Docker.

  2. Download automated build from public Docker Hub Registry:

docker pull lawinsider/stanford-ner-docker

alternatively, you can build an image from Dockerfile:

docker build -t="lawinsider/stanford-ner-docker" github.com/lawinsider/stanford-ner-docker

Usage

Note that if you use OSX with boot2docker you will need to use boot2docker ip instead of localhost.

$ docker run -d -p 4465:80 lawinsider/stanford-ner-docker
$ curl "localhost?query=This%20Mortgage%20Loan%20Purchase%20Agreement,%20dated%20as%20of%20February%2025,%202015,%20is%20between%20J.P.%20Morgan%20Chase%20Commercial%20Mortgage%20Securities%20Corp.,%20as%20purchaser%20and%20Barclays%20Bank%20PLC,%20as%20seller."
{"DATE": ["February 25, 2015"], "ORGANIZATION": ["J.P. Morgan Chase Commercial Mortgage Securities Corp.", "Barclays Bank PLC"]}

Deployment

The image respects the PORT environment variable, making it suitable for deployment on most modern container hosts.