Source code for pyconll.load

"""
A wrapper around the Conll class to easily load treebanks from multiple formats.
This module can also load resources by iterating over treebank data without
storing Conll objects in memory. This module is the main entrance to pyconll's
functionalities.
"""

import requests

from pyconll._parser import iter_sentences
from pyconll.unit import Conll


[docs]def load_from_string(source): """ Load the CoNLL-U source in a string into a Conll object. Args: source: The CoNLL-U formatted string. Returns: A Conll object equivalent to the provided source. Raises: ParseError: If there is an error parsing the input into a Conll object. """ lines = source.splitlines() c = Conll(lines) return c
[docs]def load_from_file(filename): """ Load a CoNLL-U file given its location. Args: filename: The location of the file. Returns: A Conll object equivalent to the provided file. Raises: IOError: If there is an error opening the given filename. ParseError: If there is an error parsing the input into a Conll object. """ with open(filename, encoding='utf-8') as f: c = Conll(f) return c
[docs]def load_from_url(url): """ Load a CoNLL-U file at the provided URL. Args: url: The URL that points to the CoNLL-U file. This URL should be the actual CoNLL file and not an HTML page. Returns: A Conll object equivalent to the provided file. Raises: requests.exceptions.RequestException: If the url was unable to be properly retrieved and status was 4xx or 5xx. ParseError: If there is an error parsing the input into a Conll object. """ resp = requests.get(url) resp.raise_for_status() resp.encoding = 'utf-8' lines = resp.text.splitlines() c = Conll(lines) return c
[docs]def iter_from_string(source): """ Iterate over a CoNLL-U string's sentences. Use this method if you only need to iterate over the CoNLL-U file once and do not need to create or store the Conll object. Args: source: The CoNLL-U string. Yields: The sentences that make up the CoNLL-U file. Raises: ParseError: If there is an error parsing the input into a Conll object. """ lines = source.splitlines() for sentence in iter_sentences(lines): yield sentence
[docs]def iter_from_file(filename): """ Iterate over a CoNLL-U file's sentences. Args: filename: The name of the file whose sentences should be iterated over. Yields: The sentences that make up the CoNLL-U file. Raises: IOError if there is an error opening the file. ParseError: If there is an error parsing the input into a Conll object. """ with open(filename, encoding='utf-8') as f: for sentence in iter_sentences(f): yield sentence
[docs]def iter_from_url(url): """ Iterate over a CoNLL-U file that is pointed to by a given URL. Args: url: The URL that points to the CoNLL-U file. Yields: The sentences that make up the CoNLL-U file. Raises: requests.exceptions.RequestException: If the url was unable to be properly retrieved. ParseError: If there is an error parsing the input into a Conll object. """ resp = requests.get(url) resp.raise_for_status() resp.encoding = 'utf-8' lines = resp.text.splitlines() for sentence in iter_sentences(lines): yield sentence