grpc-pattern as microservice

Pattern is a great framework for Natural Language Processing for Python.

gRPC is the new efficient and effective transfer protocol powered by Google to create microservice.

grpc-pattern brings Pattern as microservice through Docker container.

Run it

To use it, just execute:

docker run -p 50051:50051 digitalilusion/grpc-pattern

Try out

You can use grpcc tool to try the microservice

grpcc -i -p api.proto -a localhost:50051

A REPL interface with node is launched. Let's try the parser. language = 1 for English, language = 2 for Spanish, ... (see api.proto for full language options)

client.parse({'language': 1, 'text': 'The cat is over the roof. And the dog?'}, pr)

NOTE: The specific language module is lazy-loaded. You need wait about 3-5 seconds for first response.

And this is the result:

{
  "isOk": true,
  "reason": "",
  "sentences": [
    {
      "words": [
        {
          "text": "the",
          "type": "DT"
        },
        {
          "text": "roof",
          "type": "NN"
        }
      ],
      "chunks": [
        {
          "type": "NP",
          "words": [
            {
              "text": "The",
              "type": "DT"
            },
            {
              "text": "cat",
              "type": "NN"
            }
          ]
        },
        {
          "type": "VP",
          "words": [
            {
              "text": "is",
              "type": "VBZ"
            }
          ]
        },
        {
          "type": "PP",
          "words": [
            {
              "text": "over",
              "type": "IN"
            }
          ]
        },
        {
          "type": "NP",
          "words": [
            {
              "text": "the",
              "type": "DT"
            },
            {
              "text": "roof",
              "type": "NN"
            }
          ]
        }
      ]
    },
    {
      "words": [
        {
          "text": "the",
          "type": "DT"
        },
        {
          "text": "dog",
          "type": "NN"
        }
      ],
      "chunks": [
        {
          "type": "NP",
          "words": [
            {
              "text": "the",
              "type": "DT"
            },
            {
              "text": "dog",
              "type": "NN"
            }
          ]
        }
      ]
    }
  ]
}