async def process_wordcloud(self, ctx, subject, data_uid, filters, dirty=False):
"""Function for handling wordcloud plots. Need to make this separate from the command so it can be called by
df!generate"""
wordcloud_file_name = str(uuid.uuid4().hex) + '-word-cloud.png'
response_file_name = wordcloud_file_name.replace('.png', '.json')
payload = {'data_uid': data_uid,
'filters': filters,
'wordcloud_file_name': wordcloud_file_name,
'dirty': dirty}
# Invoke the lambda function
ok = await self.get_lambda_files(config.lambda_wordcloud_name, payload,
[wordcloud_file_name, response_file_name], 10,
self.wordcloud_response, ctx, subject, wordcloud_file_name,
response_file_name, dirty)
if not ok:
await ctx.send(
f'Wordcloud request timed out. Maybe try again. You can also report this here:'
f' {config.report_issue_url}'
)
elif ctx.invoked_with == 'generate':
# Start the last step in the process...
await ctx.send('Starting task 4 of 4...')
state_size, newline = db_queries.get_markov_settings(self.parent_cog.session, ctx, subject)
markov_cog = self.bot.get_cog('ModelCommands')
await ctx.send('Markovify request submitted...')
await markov_cog.process_markovify(ctx, subject, data_uid, filters, state_size, newline)
async def off(self, ctx, *, subject: discord.Member):
if subject:
state_size, _ = db_queries.get_markov_settings(
self.session, ctx, subject)
db_queries.update_markov_settings(self.session, ctx, subject,
state_size, False)
await ctx.send(f'markovify newline off for user {subject.name}')
else:
await ctx.send('Usage: `df!markovify newline off <User#0000>`')
async def settings(self, ctx, *, subject: discord.Member):
"""Displays the current markovify settings."""
if subject:
state_size, newline = db_queries.get_markov_settings(
self.session, ctx, subject)
await ctx.send(f'state size: {state_size}')
await ctx.send(f'newline: {newline}')
else:
await ctx.send('Usage: `df!markovify settings <User#0000>`')
async def state_size(self, ctx, subject: discord.Member, new_value: int):
"""Changes the state size. Default value is 3. Smaller values tend to generate more chaotic sentences."""
old_value, newline = db_queries.get_markov_settings(
self.session, ctx, subject)
db_queries.update_markov_settings(self.session, ctx, subject,
new_value, newline)
await ctx.send(
f'Markovify state size changed from {old_value} to {new_value} for {subject.name}'
)
async def generate(self, ctx, *, subject: discord.Member):
"""Generates a markov chain model and sample responses in the style of your subject"""
if subject:
data_id = await db_queries.get_latest_dataset(
self.session, ctx, subject)
filters = db_queries.find_filters(self.session, ctx, subject)
if data_id:
state_size, newline = db_queries.get_markov_settings(
self.session, ctx, subject)
await ctx.send('Markovify request submitted...')
await self.process_markovify(ctx, subject, data_id, filters,
state_size, newline)
else:
await ctx.message.channel.send(f'Usage: `df!markovify User#0000`')
async def state_size(self,
ctx,
subject: discord.Member = None,
new_value: int = None):
"""Changes the state size. Default value is 3. Smaller values tend to generate more chaotic sentences."""
if subject and new_value:
old_value, newline = db_queries.get_markov_settings(
self.session, ctx, subject)
db_queries.update_markov_settings(self.session, ctx, subject,
new_value, newline)
await ctx.send(
f'Markovify state size changed from {old_value} to {new_value} for {subject.name}'
)
else:
await ctx.send(
'Usage: `df!markovify state_size <User#0000> <value>`')