Probabilistic Parsing of Phone Numbers

Installation

1. Install Python 3.7 with Numpy, Pandas
2. Install pytorch
3. Install pyprob
4. Install pyro

Running the Code

• Phone Number Parser (Works): python infcomp_test.py --model_path=nn_model/phone_parser --number="<YOUR NUMBER>"
• Pyro Phone Number Parser (Doesn't Work Well): python infcomp_pyro_test.py <PATH TO CONFIG>

Sample Output

$ python infcomp_test.py --model_path=nn_model/phone_parser --number="+1 604 999 5585"
Warning: Empirical distributions on disk may perform slow because GNU DBM is not available. Please install and configure gdbm library for Python for better speed.
========================================================
Phone Number to Parse: +1 604 999 5585
Number of Traces / Samples: 10, 10
Model Path: nn_model/phone_parser
========================================================
Warning: different PyTorch versions (loaded network: 1.3.0, current system: 1.2.0)
Time spent  | Time remain.| Progress             | Trace | Traces/sec
0d:00:00:00 | 0d:00:00:00 | #################### | 10/10 | 26.73
('+1 604 999 5585               ', {'country': 'USA', 'country code': '1', 'area code': '604', 'line number': '999 5585'})
('+1 604 999 5585               ', {'country': 'USA', 'country code': '1', 'area code': '604', 'line number': '999 5585'})
('+1 604 999 5585               ', {'country': 'USA', 'country code': '1', 'area code': '604', 'line number': '999 5585'})
('+1 604 999 5585               ', {'country': 'Canada', 'country code': '1', 'area code': '604', 'line number': '999 5585'})
('+1 604 999 5585               ', {'country': 'Canada', 'country code': '1', 'area code': '604', 'line number': '999 5585'})
('+1 604 999 5585               ', {'country': 'Canada', 'country code': '1', 'area code': '604', 'line number': '999 5585'})
('+1 604 999 5585               ', {'country': 'Canada', 'country code': '1', 'area code': '604', 'line number': '999 5585'})
('+1 604 999 5585               ', {'country': 'Canada', 'country code': '1', 'area code': '604', 'line number': '999 5585'})
('+1 604 999 5585               ', {'country': 'USA', 'country code': '1', 'area code': '604', 'line number': '999 5585'})
('+1 604 999 5585               ', {'country': 'USA', 'country code': '1', 'area code': '604', 'line number': '999 5585'})

Extra Links

• Regex Approach: https://github.com/daviddrysdale/python-phonenumbers