genienlp/decanlp/tool.py

60 lines
2.5 KiB
Python
Executable File

#!/usr/bin/env python3
# Copyright 2019 The Board of Trustees of the Leland Stanford Junior University
#
# Author: Giovanni Campagna <gcampagn@cs.stanford.edu>
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# * Redistributions of source code must retain the above copyright notice, this
# list of conditions and the following disclaimer.
#
# * Redistributions in binary form must reproduce the above copyright notice,
# this list of conditions and the following disclaimer in the documentation
# and/or other materials provided with the distribution.
#
# * Neither the name of the copyright holder nor the names of its
# contributors may be used to endorse or promote products derived from
# this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
# SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
# OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
import sys
from decanlp import convert_to_logical_forms, train, predict, server
subcommands = {
'convert-to-logical-froms': ('Convert to logical forms (for SQL tasks)', convert_to_logical_forms.main),
'train': ('Train a model', train.main),
'predict': ('Evaluate a model, or compute predictions on a test dataset', predict.main),
'server': ('Export RPC interface to predict', server.main)
}
def usage():
print('Usage: %s SUBCOMMAND [OPTIONS]' % (sys.argv[0]))
print()
print('Available subcommands:')
for subcommand,(help_text,_) in subcommands.items():
print(' %s - %s' % (subcommand, help_text))
sys.exit(1)
def main():
if len(sys.argv) < 2 or sys.argv[1] not in subcommands:
usage()
return
main_fn = subcommands[sys.argv[1]][1]
canned_argv = ['decanlp-' + sys.argv[1]] + sys.argv[2:]
main_fn(canned_argv)
if __name__ == '__main__':
main()