ilabs.aclient 0.0.1

Asychronous client to connect to api.innodatalabs.com

ilabs.client

Python client to access ilabs-api.innodata.com endpoints.

Building

virtualenv .venv -p python3
. .venv/bin/activate
pip install -r requirements.txt
pip install pytest

PYTHONPATH=. pytest ilabs/client/test

Usage

Quick start examples: https://github.com/innodatalabs/ilabs.client/tree/master/examples

User guide and API reference: https://innodatalabs.github.io/ilabs.client

Command-Line Bulk Prediction Tool

This package also provides a CLI tool to run file-to-file prediction in bulk:

ilabs_bulk_predict -h

usage: ilabs_bulk_predict [-h] --domain DOMAIN [--user_key USER_KEY]

                          [--num_workers NUM_WORKERS]
                          input_dir output_dir

Sends all files from the input directory to prediction service and places
result in the output directory

positional arguments:
  input_dir             Directory where input files are located
  output_dir            Directory where output will be saved

optional arguments:
  -h, --help            show this help message and exit
  --domain DOMAIN, -d DOMAIN
                        Prediction domain
  --user_key USER_KEY, -u USER_KEY
                        Secret user key
  --num_workers NUM_WORKERS, -n NUM_WORKERS
                        Number of concurrent workers

Command-Line Bulk Prediction Tool for Datavault

ilabs_datavault_bulk_predict -h

usage: ilabs_datavault_bulk_predict [-h] --domain DOMAIN
                                    --collection COLLECTION
                                    [--user_key USER_KEY]
                                    [--datavault_token DATAVAULT_TOKEN]
                                    [--verbose]
                                    input output

Sends all files from the input directory to prediction service and places
result in the output directory

positional arguments:
  input                 Input file or directory
  output                Output file or directory

optional arguments:
  -h, --help            show this help message and exit
  --domain DOMAIN, -d DOMAIN
                        Prediction domain
  --collection COLLECTION, -c COLLECTION
                        Datavault collection name
  --user_key USER_KEY, -u USER_KEY
                        Secret user key
  --datavault_token DATAVAULT_TOKEN, -t DATAVAULT_TOKEN
                        Secret datavault token
  --verbose, -v         Increases verbosity. Use multiple times to get even
                        more verbose