I am setting up a Python script to calculate a risk score. The script will need to be run from the command line and will include all the variables needed for the calculation.
The needed format is:
python test.ipynb Age 65 Gender Male
Age and Gender are the variable names, with 65 (integer years) and Male (categorical) being the variables.
I am very new to Python, so the skill level is low.
- Looked for examples
- Read about getopt and optoparse
- Attempted to write Python code to accomplish this
import sys, getopt
def main(argv):
ageValue = 0
genderValue = 0
try:
opts, args = getopt.getopt(argv,"",["Age","Gender"])
except getopt.GetoptError:
print ('Error, no variable data entered')
sys.exit(2)
for opt, arg in opts:
if opt == "Age":
ageValue = arg
if opt == "Gender":
genderValue = arg
print ('Age Value is ', ageValue)
print ('Gender Value is ', genderValue)
This is the output from this code -
Age Value is 0
Gender Value is 0
The expected output is
Age Value is 65
Gender Value is Male
Argparse is what I use. Here's some code.
import argparse
parser = argparse.ArgumentParser(description='Do a risk thing')
parser.add_argument('-a', '--age', dest='age', type=int, help='client age')
parser.add_argument('-g', '--gender', dest='gender', type=str, help='client gender')
args = parser.parse_args()
print('Age: {}\nGender: {}'.format(args.age, args.gender))
Usage python test.py --age 25 --gender male.
Note that this won't work with a python notebook. For that, I'm not
sure of a solution. Also, you can really configure the heck out of argparse, so I'd recommend reading the docs.
import argparse
if __name__ == "__main__"
parser.add_argument('-age', required=True)
parser.add_argument('-gender', required=True)
args = vars(parser.parse_args())
print(args['age'], args['gender'])
I'l like to build a program with this behaviour:
usage: sage 4ct.py [-h] (-r R | -i I | -p P) [-o O]
But if you don't give any parameter, I'd like to have "-r 100" as the default.
Is it possible?
parser = argparse.ArgumentParser(description = '4ct args')
group_input = parser.add_mutually_exclusive_group(required = True)
group_input.add_argument("-r", "-random", help = "Random graph: dual of a triangulation of N vertices", nargs = 1, type = int, default = 100)
group_input.add_argument("-i", "-input", help = "Input edgelist filename (networkx)", nargs = 1)
group_input.add_argument("-p", "-planar", help = "Load a planar embedding of the graph G.faces() - Automatically saved at each run: input_planar_file.serialized", nargs = 1)
parser.add_argument("-o", "-output", help="Output edgelist filename (networkx)", nargs = 1, required = False)
args = parser.parse_args()
Just remove the requiredargument of the add_mutually_exclusive_group function call (or set it to False) and you're done:
import argparse
parser = argparse.ArgumentParser(description = '4ct args')
group_input = parser.add_mutually_exclusive_group(required = False)
group_input.add_argument("-r", "--random", help = "Random graph: dual of a triangulation of N vertices", type = int, default = 100)
group_input.add_argument("-i", "--input", help = "Input edgelist filename (networkx)")
group_input.add_argument("-p", "--planar", help = "Load a planar embedding of the graph G.faces() - Automatically saved at each run: input_planar_file.serialized")
parser.add_argument("-o", "--output", help="Output edgelist filename (networkx)", required = False)
print(parser.parse_args())
# Namespace(input=None, output=None, planar=None, random=100)
print(parser.parse_args("-r 77".split()))
# Namespace(input=None, output=None, planar=None, random=77)
print(parser.parse_args("-o some/path".split()))
# Namespace(input=None, output='some/path', planar=None, random=100)
print(parser.parse_args("-i some/path".split()))
# Namespace(input='some/path', output=None, planar=None, random=100)
print(parser.parse_args("-i some/path -o some/other/path".split()))
# Namespace(input='some/path', output='some/other/path', planar=None, random=100)
print(parser.parse_args("-r 42 -o some/other/path".split()))
# Namespace(input=None, output='some/other/path', planar=None, random=42)
As you can see, the random option is defaulted to 100 even if:
the output option is provided, which seems normal
an option from the mutual exclusive group other than random is provided, which can be problematic. you will have to check in your code if random is the only exclusive option which has a value before taking it in account.
This example also includes some tiny improvement to your option parser:
use long option names with two dashes (it is a convention but it also allows argparse to correctly recognise option name).
remove the nargs=1 in your options definitions which makes you retrieve a list of one value. By removing it, you could retrieve directly the value.
Give the following a try:
import argparse
import sys
parser = argparse.ArgumentParser(description='4ct args')
group_input = parser.add_mutually_exclusive_group(required=True)
group_input.add_argument("-r", "-random", help="Random graph: dual of a triangulation of N vertices", nargs=1, type=int, default=100)
group_input.add_argument("-i", "-input", help="Input edgelist filename (networkx)", nargs=1)
group_input.add_argument("-p", "-planar", help="Load a planar embedding of the graph G.faces() - Automatically saved at each run: input_planar_file.serialized",nargs=1)
parser.add_argument("-o", "-output", help="Output edgelist filename (networkx)", nargs=1, required=False)
if not sys.argv[1:]:
sys.argv.extend(['-r', '100'])
args = parser.parse_args(sys.argv[1:])
Essentially you are checking if any commandline parameters are given at all, and if not, you append the desired -r 100
I have to write a program that reads from a file and writes some analysis to a text file. The program has to take some information via the command line but I can't see, to figure it out even given the template. I wrote a test program to see if I could succesfully pass command line input to the class.
#!/usr/bin/env python3
########################################################################
# CommandLine
########################################################################
class CommandLine() :
'''
Handle the command line, usage and help requests.
CommandLine uses argparse, now standard in 2.7 and beyond.
it implements a standard command line argument parser with various argument options,
a standard usage and help, and an error termination mechanism do-usage_and_die.
attributes:
all arguments received from the commandline using .add_argument will be
avalable within the .args attribute of object instantiated from CommandLine.
For example, if myCommandLine is an object of the class, and requiredbool was
set as an option using add_argument, then myCommandLine.args.requiredbool will
name that option.
'''
def __init__(self, inOpts=None) :
'''
CommandLine constructor.
Implements a parser to interpret the command line argv string using argparse.
'''
import argparse
self.parser = argparse.ArgumentParser(description = 'Program prolog - a brief description of what this thing does',
epilog = 'Program epilog - some other stuff you feel compelled to say',
add_help = True, #default is True
prefix_chars = '-',
usage = '%(prog)s [options] -option1[default] <input >output'
)
self.parser.add_argument('inFile', action = 'store', help='input file name')
self.parser.add_argument('outFile', action = 'store', help='output file name')
self.parser.add_argument('-lG', '--longestGene', action = 'store', nargs='?', const=True, default=True, help='longest Gene in an ORF')
self.parser.add_argument('-mG', '--minGene', type=int, choices= range(0, 2000), action = 'store', help='minimum Gene length')
self.parser.add_argument('-s', '--start', action = 'append', nargs='?', help='start Codon') #allows multiple list options
self.parser.add_argument('-v', '--version', action='version', version='%(prog)s 0.1')
if inOpts is None :
self.args = self.parser.parse_args()
else :
self.args = self.parser.parse_args(inOpts)
########################################################################
#MAIN GOES HERE
########################################################################
def main(myCommandLine=None):
'''
Implements the Usage exception handler that can be raised from anywhere in process.
'''
myCommandLine = CommandLine(myCommandLine)
#myCommandLine.args.inFile #has the input file name
#myCommandLine.args.outFile #has the output file name
#myCommandLine.args.longestGene #is True if only the longest Gene is desired
#myCommandLine.args.start #is a list of start codons
#myCommandLine.args.minGene #is the minimum Gene length to include
print (myCommandLine.args) # print the parsed argument string .. as there is nothing better to do
if myCommandLine.args.longestGene:
print ('longestGene is', str(myCommandLine.args.longestGene) )
else :
pass
class Test:
def __init__(self):
print(myCommandLine.args.minGene)
if __name__ == "__main__":
main()
class Test:
def __init__(self):
self.test()
def test(self, infile = myCommandLine.args.inFile, outfile = myCommandLine.args.outFile, longest = myCommandLine.args.longestGene, start = myCommandLine.args.start, min = myCommandLine.args.minGene):
print(infile)
print(outfile)
print(longest)
print(start)
print(min)
new_obj = Test()
The command line input should look like: python testcommand.py -minG 100 -longestG -starts ATG tass2ORFdata-ATG-100.txt
Supposedly the main program goes where it says "MAIN GOES HERE" but when I tried that I got an error that "myCommandline is not defined". So I moved the program to the end. But I get the error 'the '>' operator is reserved for future use"
I'm using Powershell if that matters. How do I get this data into my class?
You don't need CommandLine class. As suggested by James Mills, here is an example:
import argparse
class Test:
def __init__(self, infile, outfile, longest, start, min):
self.infile = infile
self.test()
def test(self):
print(self.infile)
def main():
parser = argparse.ArgumentParser(description = 'Program prolog',
epilog = 'Program epilog',
add_help = True, #default is True
prefix_chars = '-',
usage = 'xxx')
parser.add_argument('-i', '--inFile', action = 'store', help='input file name')
parser.add_argument('-o', '--outFile', action = 'store', help='output file name')
parser.add_argument('-lG', '--longestGene', action = 'store', nargs='?', const=True, default=True, help='longest Gene in an ORF')
parser.add_argument('-mG', '--minGene', type=int, choices= range(0, 20), action = 'store', help='minimum Gene length')
parser.add_argument('-s', '--start', action = 'append', nargs='?', help='start Codon') #allows multiple list options
parser.add_argument('-v', '--version', action='version', version='%(prog)s 0.1')
args = parser.parse_args()
test = Test(args.inFile, args.outFile, args.longestGene, args.minGene, args.start)
if __name__ == '__main__':
main()
I am implementing a command line program which has interface like this:
cmd [GLOBAL_OPTIONS] {command [COMMAND_OPTS]} [{command [COMMAND_OPTS]} ...]
I have gone through the argparse documentation. I can implement GLOBAL_OPTIONS as optional argument using add_argument in argparse. And the {command [COMMAND_OPTS]} using Sub-commands.
From the documentation it seems I can have only one sub-command. But as you can see I have to implement one or more sub-commands. What is the best way to parse such command line arguments useing argparse?
I came up with the same qustion, and it seems i have got a better answer.
The solution is we shall not simply nest subparser with another subparser, but we can add subparser following with a parser following another subparser.
Code tell you how:
parent_parser = argparse.ArgumentParser(add_help=False)
parent_parser.add_argument('--user', '-u',
default=getpass.getuser(),
help='username')
parent_parser.add_argument('--debug', default=False, required=False,
action='store_true', dest="debug", help='debug flag')
main_parser = argparse.ArgumentParser()
service_subparsers = main_parser.add_subparsers(title="service",
dest="service_command")
service_parser = service_subparsers.add_parser("first", help="first",
parents=[parent_parser])
action_subparser = service_parser.add_subparsers(title="action",
dest="action_command")
action_parser = action_subparser.add_parser("second", help="second",
parents=[parent_parser])
args = main_parser.parse_args()
#mgilson has a nice answer to this question. But problem with splitting sys.argv myself is that i lose all the nice help message Argparse generates for the user. So i ended up doing this:
import argparse
## This function takes the 'extra' attribute from global namespace and re-parses it to create separate namespaces for all other chained commands.
def parse_extra (parser, namespace):
namespaces = []
extra = namespace.extra
while extra:
n = parser.parse_args(extra)
extra = n.extra
namespaces.append(n)
return namespaces
argparser=argparse.ArgumentParser()
subparsers = argparser.add_subparsers(help='sub-command help', dest='subparser_name')
parser_a = subparsers.add_parser('command_a', help = "command_a help")
## Setup options for parser_a
## Add nargs="*" for zero or more other commands
argparser.add_argument('extra', nargs = "*", help = 'Other commands')
## Do similar stuff for other sub-parsers
Now after first parse all chained commands are stored in extra. I reparse it while it is not empty to get all the chained commands and create separate namespaces for them. And i get nicer usage string that argparse generates.
parse_known_args returns a Namespace and a list of unknown strings. This is similar to the extra in the checked answer.
import argparse
parser = argparse.ArgumentParser()
parser.add_argument('--foo')
sub = parser.add_subparsers()
for i in range(1,4):
sp = sub.add_parser('cmd%i'%i)
sp.add_argument('--foo%i'%i) # optionals have to be distinct
rest = '--foo 0 cmd2 --foo2 2 cmd3 --foo3 3 cmd1 --foo1 1'.split() # or sys.argv
args = argparse.Namespace()
while rest:
args,rest = parser.parse_known_args(rest,namespace=args)
print args, rest
produces:
Namespace(foo='0', foo2='2') ['cmd3', '--foo3', '3', 'cmd1', '--foo1', '1']
Namespace(foo='0', foo2='2', foo3='3') ['cmd1', '--foo1', '1']
Namespace(foo='0', foo1='1', foo2='2', foo3='3') []
An alternative loop would give each subparser its own namespace. This allows overlap in positionals names.
argslist = []
while rest:
args,rest = parser.parse_known_args(rest)
argslist.append(args)
The solution provide by #Vikas fails for subcommand-specific optional arguments, but the approach is valid. Here is an improved version:
import argparse
# create the top-level parser
parser = argparse.ArgumentParser(prog='PROG')
parser.add_argument('--foo', action='store_true', help='foo help')
subparsers = parser.add_subparsers(help='sub-command help', dest='subparser_name')
# create the parser for the "command_a" command
parser_a = subparsers.add_parser('command_a', help='command_a help')
parser_a.add_argument('bar', type=int, help='bar help')
# create the parser for the "command_b" command
parser_b = subparsers.add_parser('command_b', help='command_b help')
parser_b.add_argument('--baz', choices='XYZ', help='baz help')
# parse some argument lists
argv = ['--foo', 'command_a', '12', 'command_b', '--baz', 'Z']
while argv:
print(argv)
options, argv = parser.parse_known_args(argv)
print(options)
if not options.subparser_name:
break
This uses parse_known_args instead of parse_args. parse_args aborts as soon as a argument unknown to the current subparser is encountered, parse_known_args returns them as a second value in the returned tuple. In this approach, the remaining arguments are fed again to the parser. So for each command, a new Namespace is created.
Note that in this basic example, all global options are added to the first options Namespace only, not to the subsequent Namespaces.
This approach works fine for most situations, but has three important limitations:
It is not possible to use the same optional argument for different subcommands, like myprog.py command_a --foo=bar command_b --foo=bar.
It is not possible to use any variable length positional arguments with subcommands (nargs='?' or nargs='+' or nargs='*').
Any known argument is parsed, without 'breaking' at the new command. E.g. in PROG --foo command_b command_a --baz Z 12 with the above code, --baz Z will be consumed by command_b, not by command_a.
These limitations are a direct limitation of argparse. Here is a simple example that shows the limitations of argparse -even when using a single subcommand-:
import argparse
parser = argparse.ArgumentParser()
parser.add_argument('spam', nargs='?')
subparsers = parser.add_subparsers(help='sub-command help', dest='subparser_name')
# create the parser for the "command_a" command
parser_a = subparsers.add_parser('command_a', help='command_a help')
parser_a.add_argument('bar', type=int, help='bar help')
# create the parser for the "command_b" command
parser_b = subparsers.add_parser('command_b', help='command_b help')
options = parser.parse_args('command_a 42'.split())
print(options)
This will raise the error: argument subparser_name: invalid choice: '42' (choose from 'command_a', 'command_b').
The cause is that the internal method argparse.ArgParser._parse_known_args() it is too greedy and assumes that command_a is the value of the optional spam argument. In particular, when 'splitting' up optional and positional arguments, _parse_known_args() does not look at the names of the arugments (like command_a or command_b), but merely where they occur in the argument list. It also assumes that any subcommand will consume all remaining arguments.
This limitation of argparse also prevents a proper implementation of multi-command subparsers. This unfortunately means that a proper implementation requires a full rewrite of the argparse.ArgParser._parse_known_args() method, which is 200+ lines of code.
Given these limitation, it may be an options to simply revert to a single multiple-choice argument instead of subcommands:
import argparse
parser = argparse.ArgumentParser()
parser.add_argument('--bar', type=int, help='bar help')
parser.add_argument('commands', nargs='*', metavar='COMMAND',
choices=['command_a', 'command_b'])
options = parser.parse_args('--bar 2 command_a command_b'.split())
print(options)
#options = parser.parse_args(['--help'])
It is even possible to list the different commands in the usage information, see my answer https://stackoverflow.com/a/49999185/428542
You can always split up the command-line yourself (split sys.argv on your command names), and then only pass the portion corresponding to the particular command to parse_args -- You can even use the same Namespace using the namespace keyword if you want.
Grouping the commandline is easy with itertools.groupby:
import sys
import itertools
import argparse
mycommands=['cmd1','cmd2','cmd3']
def groupargs(arg,currentarg=[None]):
if(arg in mycommands):currentarg[0]=arg
return currentarg[0]
commandlines=[list(args) for cmd,args in intertools.groupby(sys.argv,groupargs)]
#setup parser here...
parser=argparse.ArgumentParser()
#...
namespace=argparse.Namespace()
for cmdline in commandlines:
parser.parse_args(cmdline,namespace=namespace)
#Now do something with namespace...
untested
Improving on the answer by #mgilson, I wrote a small parsing method which splits argv into parts and puts values of arguments of commands into hierarchy of namespaces:
import sys
import argparse
def parse_args(parser, commands):
# Divide argv by commands
split_argv = [[]]
for c in sys.argv[1:]:
if c in commands.choices:
split_argv.append([c])
else:
split_argv[-1].append(c)
# Initialize namespace
args = argparse.Namespace()
for c in commands.choices:
setattr(args, c, None)
# Parse each command
parser.parse_args(split_argv[0], namespace=args) # Without command
for argv in split_argv[1:]: # Commands
n = argparse.Namespace()
setattr(args, argv[0], n)
parser.parse_args(argv, namespace=n)
return args
parser = argparse.ArgumentParser()
commands = parser.add_subparsers(title='sub-commands')
cmd1_parser = commands.add_parser('cmd1')
cmd1_parser.add_argument('--foo')
cmd2_parser = commands.add_parser('cmd2')
cmd2_parser.add_argument('--foo')
cmd2_parser = commands.add_parser('cmd3')
cmd2_parser.add_argument('--foo')
args = parse_args(parser, commands)
print(args)
It behaves properly, providing nice argparse help:
For ./test.py --help:
usage: test.py [-h] {cmd1,cmd2,cmd3} ...
optional arguments:
-h, --help show this help message and exit
sub-commands:
{cmd1,cmd2,cmd3}
For ./test.py cmd1 --help:
usage: test.py cmd1 [-h] [--foo FOO]
optional arguments:
-h, --help show this help message and exit
--foo FOO
And creates a hierarchy of namespaces containing the argument values:
./test.py cmd1 --foo 3 cmd3 --foo 4
Namespace(cmd1=Namespace(foo='3'), cmd2=None, cmd3=Namespace(foo='4'))
You could try arghandler. This is an extension to argparse with explicit support for subcommands.
Built a full Python 2/3 example with subparsers, parse_known_args and parse_args (running on IDEone):
from __future__ import print_function
from argparse import ArgumentParser
from random import randint
def main():
parser = get_parser()
input_sum_cmd = ['sum_cmd', '--sum']
input_min_cmd = ['min_cmd', '--min']
args, rest = parser.parse_known_args(
# `sum`
input_sum_cmd +
['-a', str(randint(21, 30)),
'-b', str(randint(51, 80))] +
# `min`
input_min_cmd +
['-y', str(float(randint(64, 79))),
'-z', str(float(randint(91, 120)) + .5)]
)
print('args:\t ', args,
'\nrest:\t ', rest, '\n', sep='')
sum_cmd_result = args.sm((args.a, args.b))
print(
'a:\t\t {:02d}\n'.format(args.a),
'b:\t\t {:02d}\n'.format(args.b),
'sum_cmd: {:02d}\n'.format(sum_cmd_result), sep='')
assert rest[0] == 'min_cmd'
args = parser.parse_args(rest)
min_cmd_result = args.mn((args.y, args.z))
print(
'y:\t\t {:05.2f}\n'.format(args.y),
'z:\t\t {:05.2f}\n'.format(args.z),
'min_cmd: {:05.2f}'.format(min_cmd_result), sep='')
def get_parser():
# create the top-level parser
parser = ArgumentParser(prog='PROG')
subparsers = parser.add_subparsers(help='sub-command help')
# create the parser for the "sum" command
parser_a = subparsers.add_parser('sum_cmd', help='sum some integers')
parser_a.add_argument('-a', type=int,
help='an integer for the accumulator')
parser_a.add_argument('-b', type=int,
help='an integer for the accumulator')
parser_a.add_argument('--sum', dest='sm', action='store_const',
const=sum, default=max,
help='sum the integers (default: find the max)')
# create the parser for the "min" command
parser_b = subparsers.add_parser('min_cmd', help='min some integers')
parser_b.add_argument('-y', type=float,
help='an float for the accumulator')
parser_b.add_argument('-z', type=float,
help='an float for the accumulator')
parser_b.add_argument('--min', dest='mn', action='store_const',
const=min, default=0,
help='smallest integer (default: 0)')
return parser
if __name__ == '__main__':
main()
I had more or less the same requirements: Being able to set global arguments and being able to chain commands and execute them in order of command line.
I ended up with the following code. I did use some parts of the code from this and other threads.
# argtest.py
import sys
import argparse
def init_args():
def parse_args_into_namespaces(parser, commands):
'''
Split all command arguments (without prefix, like --) in
own namespaces. Each command accepts extra options for
configuration.
Example: `add 2 mul 5 --repeat 3` could be used to a sequencial
addition of 2, then multiply with 5 repeated 3 times.
'''
class OrderNamespace(argparse.Namespace):
'''
Add `command_order` attribute - a list of command
in order on the command line. This allows sequencial
processing of arguments.
'''
globals = None
def __init__(self, **kwargs):
self.command_order = []
super(OrderNamespace, self).__init__(**kwargs)
def __setattr__(self, attr, value):
attr = attr.replace('-', '_')
if value and attr not in self.command_order:
self.command_order.append(attr)
super(OrderNamespace, self).__setattr__(attr, value)
# Divide argv by commands
split_argv = [[]]
for c in sys.argv[1:]:
if c in commands.choices:
split_argv.append([c])
else:
split_argv[-1].append(c)
# Globals arguments without commands
args = OrderNamespace()
cmd, args_raw = 'globals', split_argv.pop(0)
args_parsed = parser.parse_args(args_raw, namespace=OrderNamespace())
setattr(args, cmd, args_parsed)
# Split all commands to separate namespace
pos = 0
while len(split_argv):
pos += 1
cmd, *args_raw = split_argv.pop(0)
assert cmd[0].isalpha(), 'Command must start with a letter.'
args_parsed = commands.choices[cmd].parse_args(args_raw, namespace=OrderNamespace())
setattr(args, f'{cmd}~{pos}', args_parsed)
return args
#
# Supported commands and options
#
parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter)
parser.add_argument('--print', action='store_true')
commands = parser.add_subparsers(title='Operation chain')
cmd1_parser = commands.add_parser('add', formatter_class=argparse.ArgumentDefaultsHelpFormatter)
cmd1_parser.add_argument('add', help='Add this number.', type=float)
cmd1_parser.add_argument('-r', '--repeat', help='Repeat this operation N times.',
default=1, type=int)
cmd2_parser = commands.add_parser('mult', formatter_class=argparse.ArgumentDefaultsHelpFormatter)
cmd2_parser.add_argument('mult', help='Multiply with this number.', type=float)
cmd2_parser.add_argument('-r', '--repeat', help='Repeat this operation N times.',
default=1, type=int)
args = parse_args_into_namespaces(parser, commands)
return args
#
# DEMO
#
args = init_args()
# print('Parsed arguments:')
# for cmd in args.command_order:
# namespace = getattr(args, cmd)
# for option_name in namespace.command_order:
# option_value = getattr(namespace, option_name)
# print((cmd, option_name, option_value))
print('Execution:')
result = 0
for cmd in args.command_order:
namespace = getattr(args, cmd)
cmd_name, cmd_position = cmd.split('~') if cmd.find('~') > -1 else (cmd, 0)
if cmd_name == 'globals':
pass
elif cmd_name == 'add':
for r in range(namespace.repeat):
if args.globals.print:
print(f'+ {namespace.add}')
result = result + namespace.add
elif cmd_name == 'mult':
for r in range(namespace.repeat):
if args.globals.print:
print(f'* {namespace.mult}')
result = result * namespace.mult
else:
raise NotImplementedError(f'Namespace `{cmd}` is not implemented.')
print(10*'-')
print(result)
Below an example:
$ python argstest.py --print add 1 -r 2 mult 5 add 3 mult -r 5 5
Execution:
+ 1.0
+ 1.0
* 5.0
+ 3.0
* 5.0
* 5.0
* 5.0
* 5.0
* 5.0
----------
40625.0
Another package which supports parallel parsers is "declarative_parser".
import argparse
from declarative_parser import Parser, Argument
supported_formats = ['png', 'jpeg', 'gif']
class InputParser(Parser):
path = Argument(type=argparse.FileType('rb'), optional=False)
format = Argument(default='png', choices=supported_formats)
class OutputParser(Parser):
format = Argument(default='jpeg', choices=supported_formats)
class ImageConverter(Parser):
description = 'This app converts images'
verbose = Argument(action='store_true')
input = InputParser()
output = OutputParser()
parser = ImageConverter()
commands = '--verbose input image.jpeg --format jpeg output --format gif'.split()
namespace = parser.parse_args(commands)
and namespace becomes:
Namespace(
input=Namespace(format='jpeg', path=<_io.BufferedReader name='image.jpeg'>),
output=Namespace(format='gif'),
verbose=True
)
Disclaimer: I am the author. Requires Python 3.6. To install use:
pip3 install declarative_parser
Here is the documentation and here is the repo on GitHub.
In order to parse the sub commands, I used the following (referred from argparse.py code). It parses the sub parser arguments and retains the help for both. Nothing additional passed there.
args, _ = parser.parse_known_args()
you can use the package optparse
import optparse
parser = optparse.OptionParser()
parser.add_option("-f", dest="filename", help="corpus filename")
parser.add_option("--alpha", dest="alpha", type="float", help="parameter alpha", default=0.5)
(options, args) = parser.parse_args()
fname = options.filename
alpha = options.alpha