spongebob_transcripts / dataset_tool.py
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Upload v2.2 Dataset Tool
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# Author: @MarkK
# Date: 2023-03-18
# Description: A program that user can use for comfy interaction with the dataset (edit/add/delete).
import csv
import re
import sys
import os
# welcome message and list of available commands
print("""
__ __ _
\ \ / / | |
\ \ /\ / /__| | ___ ___ _ __ ___ ___
\ \/ \/ / _ \ |/ __/ _ \| '_ ` _ \ / _ \
\ /\ / __/ | (_| (_) | | | | | | __/
\/ \/ \___|_|\___\___/|_| |_| |_|\___|
Welcome to Dataset-tool!
""")
print("Available commands:")
print("- del (delete the last row from 'dataset.csv')")
print("- showXXXX (print the XXXX row inside 'dataset.csv')")
print("- last (print the last row from 'dataset.csv')")
print("- set:XXXX (set EP_ID)")
print("Usage: Enter a multi-line text string + Hit Enter + Hit Ctrl+D to extract data and import it inside dataset")
print("Usage: Enter a command + Hit Enter + Hit Ctrl+D to execute command")
print()
# list of known speakers
known_speakers = (["All", "AngryCrowd", "Anchovy", "BarnacleBoy", "Both", "BubbleBass", "ClamHeadCandyCad", "Crowd", "Cowboy", "Clams", "Children", "Chorus", "Customers",
"Customer", "Fred", "FlyingDutchman", "Fireman", "Gary", "Group", "guy", "Karen", "Kid", "Kids", "King", "Krabs", "Larry", "Loser", "MermaidMan",
"Montage", "MrsSquarePants", "MrSquarePants", "Morty", "MovieWoman", "Measurer", "Mother", "NematodeOne", "Nematodes", "NormanRockbass", "Narrator",
"OrangeCafeteriaWorker", "Octavius", "Pants", "PASystem", "Patrick", "PatTron", "PatrickBubble", "Phil", "Plankton", "Pearl", "Paper",
"Puff", "Sandy", "Scooter", "ShadyShoalsCaretaker", "Soil", "SpongeBob", "SpongeTron", "SpongeTrons", "SpongeBobBubble", "Voice", "Voices", "VolcanoSauceDrop",
"Squidward", "SquidwardBubble", "KingNeptune", "HotDogVendor", "Audience", "Harold", "Girls", "RealisticFishHead", "AtomicFlounder", "DirtyBubble", "Ivy", "Tom", "SwordfishTrucker", "TVAnnouncer", "TV", "TimeMachine", "UnknownElderlyFish", "WindowAttendant", "Everyone", "Eel", "Man", "MrsTentacles"]
)
ep_id = "x"
# loop the program
while True:
# take input from user
print("Enter a text string or a command: ")
input_string = sys.stdin.read()
# check if input is a command
if input_string.startswith("set"):
index = input_string[4:]
ep_id = index
print("Set index: ", ep_id)
elif input_string.startswith("last"):
try:
with open("dataset.csv", mode="r") as file:
lines = file.readlines()
if len(lines) > 0:
row = lines[-1].strip().split(";")
print(f"Last row: {row[0]}: {row[1]}")
else:
print("Error: dataset is empty.")
except IOError:
print("Error: could not open dataset.csv.")
elif input_string.startswith("del"):
try:
with open("dataset.csv", mode="r") as file:
lines = file.readlines()
if len(lines) > 0:
row = lines[-1].strip().split(";")
with open("dataset.csv", mode="w") as file:
file.writelines(lines[:-1])
print(f"Deleted row: {row[0]}: {row[1]}")
else:
print("Error: dataset is empty.")
except IOError:
print("Error: could not open dataset.csv.")
elif input_string.startswith("show"):
try:
index = int(input_string[4:])
with open("dataset.csv", mode="r") as file:
reader = csv.reader(file, delimiter=";")
rows = list(reader)
if index >= 0 and index < len(rows):
row = rows[index]
print(f"Speaker: {row[0]}\nReplica: {row[1]}\n")
else:
print("Error: invalid row index.")
except ValueError:
print("Error: invalid row index.")
except IOError:
print("Error: could not open dataset.csv.")
else:
num_lines = input_string.count('\n')
if num_lines > 1:
lines = input_string.split("\n")
lines.pop()
for line in lines:
# extract speaker and replica from input string
match = re.match(r"([A-Za-z ]+):\s*(.*)", line)
if match:
speaker = match.group(1)
replica = match.group(2)
if speaker is None:
speaker = "{system}"
if speaker == "Krabs":
speaker = "Mr. Krabs"
if speaker == "MrsTentacles":
speaker = "Mrs. Tentacles"
if speaker == "Puff":
speaker = "Mrs. Puff"
if speaker == "MrsSquarePants":
speaker = "Mrs. SquarePants"
if speaker == "MrSquarePants":
speaker = "Mr. SquarePants"
if speaker == "driver":
speaker = "Bus driver"
if speaker == "Narrator":
speaker = "French Narrator"
if speaker == "guy":
speaker = "Sports guy"
else:
match = re.search(r"I(\d+):\s*(.*)", line)
match2 = re.search(r"T(\d+):\s*(.*)", line)
if match:
speaker = f"Incidental {match.group(1)}"
replica = match.group(2)
elif match2:
speaker = f"Teen {match2.group(1)}"
replica = match2.group(2)
elif line.startswith("["):
speaker = "{system}"
replica = line
else:
print("Error: Could not extract speaker and replica from line.")
speaker = "Error: Could not extract speaker and replica from line."
replica = "Error: Could not extract speaker and replica from line."
# write to dataset.csv file
try:
with open("dataset.csv", mode="a", newline="") as file:
writer = csv.writer(file, delimiter=";", quotechar=" ")
writer.writerow([speaker, replica, ep_id])
# print the result
print(f"Speaker: {speaker}\nReplica: {replica}\n")
except PermissionError:
print("PermissionError while opening file.\n")
except UnicodeEncodeError:
print("UnicodeEncodeError while opening file.\n")
speaker = "Error: UnicodeEncodeError while opening file."
replica = "Error: UnicodeEncodeError while opening file."
else:
# extract speaker and replica from input string
match = re.match(r"([A-Za-z ]+):\s*(.*)", input_string)
if match:
speaker = match.group(1)
replica = match.group(2)
if speaker is None:
speaker = "{system}"
if speaker == "Krabs":
speaker = "Mr. Krabs"
if speaker == "Puff":
speaker = "Mrs. Puff"
if speaker == "driver":
speaker = "Bus driver"
if speaker == "Narrator":
speaker = "French Narrator"
if speaker == "guy":
speaker = "Sports guy"
else:
match = re.search(r"I(\d+):\s*(.*)", input_string)
match2 = re.search(r"T(\d+):\s*(.*)", input_string)
if match:
speaker = f"Incidental {match.group(1)}"
replica = match.group(2)
elif match2:
speaker = f"Teen {match2.group(1)}"
replica = match2.group(2)
elif input_string.startswith("["):
speaker = "{system}"
replica = input_string
else:
print("Error: Could not extract speaker and replica from input string.")
continue
# write to dataset.csv file
try:
with open("dataset.csv", mode="a", newline="") as file:
writer = csv.writer(file, delimiter=";", quotechar=" ")
writer.writerow([speaker, replica, ep_id])
# print the result
print(f"Speaker: {speaker}\nReplica: {replica}\n")
except PermissionError:
print("PermissionError while opening file.\n")