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infer.py
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infer.py
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import nlu
from parse import parse_utils
import aiml
import time
import spotipy
from spotipy.oauth2 import SpotifyOAuth
import re
import datetime
from datetime import date, timedelta, datetime
import pandas as pd
from dateutil.relativedelta import relativedelta
time.clock = time.time
import logging
# Returns #CONTEXT value based on priority words, prioritised AIML matches, inferred intent, and post-AIML rule matches (in that order)
priority = [
"cancel",
"repeat",
"are_you_a_bot",
"how_old_are_you",
"meaning_of_life",
"what_are_your_hobbies",
"what_can_i_ask_you",
"what_is_your_name",
"where_are_you_from",
"who_do_you_work_for",
"who_made_you",
]
kern_std = aiml.Kernel()
kern_std.setTextEncoding(None)
kern_std.bootstrap(learnFiles=["aiml/std.aiml", "aiml/rules.aiml"])
kern = aiml.Kernel()
kern.setTextEncoding(None)
kern.bootstrap(learnFiles=["aiml/rules.aiml"])
def extract_oper(text, sp):
context = nlu.infer_intent(text)[0]
out = "#OOS_" + text
# Priority for any in list, these intents are likely correct
if context in priority and context != "cancel":
out = "#" + context.upper() + "_" + text
if context != "repeat":
aiml_out = kern_std.respond(text)
if aiml_out != "DEFAULT":
out = "#FORMALITY_" + aiml_out
return out
else:
aiml_out = kern.respond(text)
# If we get an immediate match
if aiml_out != "DEFAULT":
if "#" in aiml_out:
out = aiml_out
return out
else:
out = "#FORMALITY_" + aiml_out
return out
else:
# Cancel should override everything
if context == "cancel":
out = "#CANCEL"
#################### CANCEL CHECKS ####################################
if ("cancel" in text and "timer " not in text) or "turn off" in text:
out = "#CANCEL"
if (
"shut up" in text
or "shut your" in text
or ("shut the" in text and "up" in text)
):
out = "#CANCEL_RUDE"
for item in [
"nobody said you",
"nobody mentioned",
"nobody is talking to you",
"nobody mentioned you",
"nobody was talking to",
]:
if item in text.replace("no one", "nobody"):
out = "#CANCEL"
return out
if (
out == "#CANCEL"
or out == "#CANCEL_RUDE"
or "quiet" in text
or "stop talking" in text
or ("said your name" in text and "no" in text)
):
if out != "#CANCEL_RUDE":
out = "#CANCEL"
if (
"fuk" in text
or "fucking" in text
or "fuck" in text
or "bitch" in text
):
out = "#CANCEL_RUDE"
return out
#################### HELP CHECKS ######################################
if "help" in text or "assistance" in text:
out = "#HELP"
return out
if "unpause" in text:
out = "#UNPAUSE"
return out
if (
"pause" in text
or ("stop" in text and "music" in text)
or ("stop" in text and "spotify" in text)
):
out = "#PAUSE"
return out
#################### WIKIPEDIA CHECKS ##################################
if (
context != "date"
and context != "time"
and context != "reminder"
and context != "calendar"
and context != "todo_list"
and context != "definition"
and context != "what_song"
and ("spelling" not in text)
):
for item in [
"search for",
"what can you say about",
"what can you tell me about",
"tell me about",
"search wikipedia for",
"can you look up",
"what is the",
"what is an",
"what is a",
"what is",
"who is",
"what are",
]:
if item in text:
clean = "".join(text.split(item)[1:]).strip()
out = "#WIKIPEDIA_" + clean
return out
# In future, may potentially loop through high confidence contexts
for item in [context]:
# We don't want more than 1 priority item or an item out of scope
if item in priority or item == "oos":
continue
# If we have established the intent, return
if "#OOS" not in out:
return out
#################### MUSICAL CHECKS #########################################
# Playing music gets confused with changing volume
music_check = (
"set the" not in text
and "mute" not in text
and "off" not in text
and "down" not in text
and " up" not in text
and " max" not in text
) or ("up next" in text)
n_volume = ""
clean = re.sub("\D", " ", text).strip().split(" ")
if len(clean) > 0 and clean[0] != "":
if int(clean[0]) >= 0 and int(clean[0]) <= 100:
n_volume = clean[0]
if music_check and n_volume == "":
if item == "play_music" or item == "next_song":
if "skip" in text or "next" in text:
out = "#NEXT_SONG"
return out
else:
out = "#PLAY"
playlist_name = text.replace("playlist", "")
# IndexError if input is oddly worded
try:
if "play" in text:
playlist_name = playlist_name.split("play")[1]
except:
pass
playlist_name = (
playlist_name.replace(" my", "")
.replace(" the", "")
.replace(" thanks", "")
.replace(" thank you", "")
.replace(" ", "")
)
playlists = sp.current_user_playlists()
for i in playlists["items"]:
if i["name"] == "diana_" + playlist_name:
out = "#PLAY_" + i["uri"]
break
if out == "#PLAY":
for i in playlists["items"]:
if i["name"] == "diana_default":
out = "#PLAY_" + i["uri"]
break
return out
# Issue - 'turn spotify off' becomes #CANCEL request
if item == "change_volume" or (
(music_check == False or n_volume != "")
and (item == "play_music" or item == "change_song")
):
if "max" in text:
out = "#VOLUME_TO_100"
return out
if "mute" in text or "off" in text:
out = "#VOLUME_TO_0"
return out
else:
if n_volume != "":
out = "#VOLUME_TO_" + n_volume
return out
#################### REMINDER CHECKS ####################################
# Format : #REMINDER_UPDATE_DATE_TEXT
if (
(item == "calendar_update" or item == "reminder_update")
or (
(item == "calendar" and "update" in text)
or (item == "reminder" and "update" in text)
)
or "remind me to" in text
or "remind me" in text
):
out = parse_utils.parse_calendar(text, out)
return out
if item == "calendar" or item == "reminder":
if "clear " in text or "delete " in text or "remove " in text:
out = "#REMINDER_DELETE"
return out
out = "#REMINDER_WEEK"
if "next week" in text:
out = "#REMINDER_NEXTWEEK"
if "tomorrow" in text:
out = "#REMINDER_TOMORROW"
if "today" in text:
out = "#REMINDER_TODAY"
return out
#################### DATETIME CHECKS ###################################
if item == "timer" or "timer" in text:
out = parse_utils.parse_timer(text, out)
return out
if item == "date":
out = "#DATE"
return out
if item == "time":
out = "#TIME"
return out
#################### FUN CHECKS ########################################
if item == "definition":
if "definition of" in text:
clean = "".join(text.split("definition of ")[1:])
out = "#DEFINE_" + clean
return out
if "define" in text:
clean = "".join(text.split("define ")[1:])
out = "#DEFINE_" + clean
return out
if item == "fun_fact" or (
("tell " in text and "fact" in text)
or ("give " in text and "fact" in text)
):
# Specific facts not yet supported
if " about " not in text:
out = "#FACT"
return out
if item == "tell_joke":
out = "#TELL_JOKE"
return out
if item == "flip_coin":
out = "#FLIP_COIN"
return out
if item == "roll_dice":
out = "#ROLL_DICE"
return out
if item == "spelling" or "spelling" in text:
if "spell " in text:
clean = "".join(text.split("spell ")[1:])
out = "#SPELL_" + clean
return out
elif " spelling of " in text:
clean = "".join(text.split(" spelling of ")[1:])
out = "#SPELL_" + clean
return out
if item == "what_song":
out = "#WHAT_SONG"
return out
if item == "next_holiday":
out = "#NEXT_HOLIDAY"
return out
return out