def __init__(self, text: Union[str, List[str]] = None, fpath: Union[str, List[str]] = None,
model_path: str = None, weights: Union[List[int], List[float]] = None,
state_size: int = 2, do_compile: bool = False):
"""
Builds the actual model to generate sentences from
Args:
text: str or list of str, the source text(s) to read in.
fpath: str or list of str, the path to the source text(s) to read in.
weights: list of int, if used, assigns weight to each model (e.g., 1, 1.5, 2)
state_size: int, number of words the probability of the next word depends on. default = 2
do_compile: bool, if True, will compile the model to be a bit more performant
"""
self.model = None
if model_path is not None:
# Read in pre-built model from path
with open(model_path) as f:
self.model = Text.from_json(json.load(f))
if fpath is not None and self.model is None:
# Read in text from path
if isinstance(fpath, str):
fpath = [fpath]
text = []
for fp in fpath:
with open(fp) as f:
text.append(f.read())
if self.model is None:
if isinstance(text, str):
self.model = Text(text, state_size=state_size)
else:
models = [Text(x, state_size=state_size) for x in text]
self.model = markovify.combine(models, weights)
if self.model is None:
raise ValueError('Pass in a value for either the text for fpath argument.')
if do_compile:
self.model.compile(inplace=True)
def setup():
msg = '[SETUP]'
with gzip.open('./novel-model-markovify.json.gz') as fh:
return Text.from_json(fh.read())
from flask import Flask, render_template, Markup, url_for
from random import choice, seed
from markovify import Text
seed()
lines = open("firstLines.json").read()
print("lines read")
file = open("guessGame.json")
chainJson = file.read()
file.close()
print("json read")
generator = Text.from_json(chainJson)
print("generated")
true = """
<div id="aQuestion">
<blockquote>
<p><a id="number">$. </a>*</p>
</blockquote>
<center>
<button id="trueButton" onclick="raiseButton($)">This quote is taken straight from the TV series!</button>
<button onclick="lowerButton($)" id="falseButton">This quote is generated by a Markov Chain</button>
</center>
</div>
"""
false = """
<div id="aQuestion">
<blockquote>