robby

Probabilities as a Service

Available as a docker container with docker pull sdehaan/robby. The docker container allow the for the following environment variables:

REDIS_HOST, defaults to 127.0.0.1
REDIS_PORT, defaults to 6379
REDIS_DB, defaults to 1
ROBBY_PORT, defaults to 8080
ROBBY_PREFIX, the prefix for Redis keys, defaults to robby
ROBBY_STEMMING_LANGUAGE, defaults to english
ROBBY_TOKENIZER, the python callable to use for tokenizing. Defaults to robby.utils.english_tokenizer, robby.utils.dumb_tokenizer is also available.

Or pip install robby and run directly:

robby \
    --redis-uri redis://127.0.0.1:6379/1 \
    --interface 0.0.0.0 \
    --port 8080 \
    --prefix robby \
    --stemming \
    --stemming-language=english \
    --tokenizer=robby.utils.english_tokenizer \
    --debug

API

To train it:

$ curl -d 'training sample' http://localhost:8080/train/bucket-name/category

To untrain it:

$ curl -d 'training sample' http://localhost:8080/untrain/bucket-name/category

To train it in batches:

$ curl -d '[{"category": "category", "content": "training sample"}]' http://localhost:8080/batch/train/bucket-name

To classify:

$ curl -d 'sample message' http://localhost:8080/classify/bucket-name
{
    "category": "category"
}

To get scoring:

$ curl -d 'sample message' http://localhost:8080/score/bucket-name
{
    "category": 0.01
}

To get clear the db:

$ curl -X DELETE http://localhost:8080/flush/bucket-name

Metadata

Release files for robby 0.5.5

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for robby 0.5.5
File	Size	Uploaded
robby-0.5.5.tar.gz	16.4 kB	Nov 1, 2018	Details

Built distribution (wheel)

Table of built distributions (wheels) for robby 0.5.5
File	Interpreter	ABI	Platform	Reset
robby-0.5.5-py2-none-any.whl 9.8 kB Nov 1, 2018	Python 2	none	any	Details

Total release size: 26.3 kB

Release files / robby-0.5.5.tar.gz

Download URL	robby-0.5.5.tar.gz
Size	16.4 kB
Tags	Source
SHA-256 checksum How to use checksums	`25d012897d931e21be1193ca8dad5d966970836a921b743778a9ac885d102361`
BLAKE2b-256 checksum How to use checksums	`13720df9afca699d8b03cf41e2c95c8d6eede4011e607d993dc4f928bb6e8737`
Upload date	Nov 1, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.12.1 pkginfo/1.4.2 requests/2.20.0 setuptools/40.5.0 requests-toolbelt/0.8.0 tqdm/4.28.1 CPython/2.7.14`

Release files / robby-0.5.5-py2-none-any.whl

Download URL	robby-0.5.5-py2-none-any.whl
Size	9.8 kB
Tags	Python 2
SHA-256 checksum How to use checksums	`4db05acc123a42dda8cbe065a51b4e5f2fb6264d565007fdd3c879f2604efd21`
BLAKE2b-256 checksum How to use checksums	`4b424e65fa94ef2593fcd76bde809d2103dd58a8ef23d0ce633d18e0b6a356f0`
Upload date	Nov 1, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.12.1 pkginfo/1.4.2 requests/2.20.0 setuptools/40.5.0 requests-toolbelt/0.8.0 tqdm/4.28.1 CPython/2.7.14`