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load markov models for each line to reduce memory usage
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raylu committed Jan 8, 2024
1 parent a704dcd commit cf3da27
Showing 1 changed file with 3 additions and 8 deletions.
11 changes: 3 additions & 8 deletions ddd.py
Original file line number Diff line number Diff line change
Expand Up @@ -145,17 +145,12 @@ def markov_page(request, guild_id):
guild = Session().query(Guilds).get(int(guild_id))
return Response.render(request, 'markov.html', {'guild': guild})

markov_models = {}
for model_file in os.listdir('markov'):
if not model_file.endswith('.json') or model_file == '181866934353133570.json':
continue
_guild_id = int(model_file[:-5])
with open(path.join('markov', model_file), 'r', encoding='utf-8') as markov_file:
markov_models[_guild_id] = markovify.Text.from_json(markov_file.read())
usernames = top_usernames()
def markov_line(request, guild_id):
guild_id = int(guild_id)
line = markov_models[guild_id].make_short_sentence(150)
with open(path.join('markov', '%d.json' % guild_id), 'r', encoding='utf-8') as markov_file:
markov_model = markovify.Text.from_json(markov_file.read())
line = markov_model.make_short_sentence(150)
username = random.choice(usernames[guild_id])
return Response.json({'username': username, 'line': line})

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