An efficient incremental parser for multi-choices grammars.
Project description
Multi-choices Parser
Overview
Multi-choices Parser is an pure-Python efficient incremental parser for multi-choices grammars. These grammars are composed of lists of choices, where each choice is a literal string and can possibly be empty (grammar form below). This parser is optimized for scenarios where the size of the lists of choices is very large, such as representing entities preceded by a determiner.
Here is the type of grammar handled by this parser:
start: list1 list2 ... listn
list1: choice1_1 | choice1_2 | ... | choice1_k1
list2: choice2_1 | choice2_2 | ... | choice2_k2
...
listm: choicem_1 | choicem_2 | ... | choicem_km
Installation
pip install multi-choices-parser
Features
- Handles large lists of choices efficiently.
- Incremental parsing.
Usage
To use the MultiChoicesParser, follow these steps:
- Initialize the parser with a list of choices.
- Use the
stepmethod to feed characters to the parser. - Check the
successflag to determine if the parsed string is correct after feeding the End symbol. - Reset the parser state using the
resetmethod if needed.
Example
from multi_choices_parser.parser import MultiChoicesParser, end_symb
# Define your list of choices
l = [
['the', 'an', "a", ""],
['orange', 'apple', 'banana']
]
# Initialize the parser
p = MultiChoicesParser(l)
# Parse a string (don't forget to add the End symbol)
for i, c in enumerate(tuple("apple") + (end_symb, )):
print('Step %s' % i)
print("Authorized characters:", sorted(p.next()))
print('Adding character:', c)
p.step(c)
print("State: Finished=%s, Success=%s" % (p.finished, p.success))
print()
Example Output
Step 0
Authorized characters: ['a', 'b', 'o', 't']
Adding character: a
State: Finished=False, Success=False
Step 1
Authorized characters: ['a', 'b', 'n', 'o', 'p']
Adding character: p
State: Finished=False, Success=False
Step 2
Authorized characters: ['p']
Adding character: p
State: Finished=False, Success=False
Step 3
Authorized characters: ['l']
Adding character: l
State: Finished=False, Success=False
Step 4
Authorized characters: ['e']
Adding character: e
State: Finished=False, Success=False
Step 5
Authorized characters: [End]
Adding character: End
State: Finished=True, Success=True
License
This project is licensed under the MIT License - see the LICENSE file for details.
Contact
For any queries or bug reports, please open an issue on the GitHub repository :)
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