async def raceline(self, ctx, *args):
user_id = ctx.message.author.id
rl = ctx.invoked_with.lower() in ['raceline'] + get_aliases('raceline')
pl = ctx.invoked_with.lower() in ['pointline'
] + get_aliases('pointline')
units = 'Races' if rl else 'Points'
retroactive = ctx.invoked_with[-1] == '*' and pl
if len(args) == 0: args = check_account(user_id)(args)
if len(args) < 1 or len(args) > 10:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] <user_2>...<user_10>"))
return
today = time.time()
start, end = 0, 0
if len(args) > 1:
try:
args[0].index('-')
start = (
datetime.datetime.strptime(args[0], "%Y-%m-%d").date() -
datetime.date(1970, 1, 1)).total_seconds()
if start <= 1_250_000_000 or start > time.time():
raise ValueError
args = args[1:]
except ValueError:
pass
def get_graph_colors(id_):
graph_colors = dict()
try:
supporter = load_supporters()[str(id_)]
if int(supporter['tier']) >= 3:
graph_colors = supporter['graph_color']
else:
raise KeyError
except KeyError:
graph_colors = {
'bg': 0xDAD3C1,
'graph_bg': 0xDAD3C1,
'axis': 0xABA495,
'line': 0xAD4F4E,
'text': 0xAD4F4E,
'grid': 0xABA495,
'cmap': None
}
account = check_account(id_)(())
if account:
graph_colors.update({'user': account[0]})
else:
graph_colors.update({'user': '******'})
return graph_colors
async def boxplot(self, ctx, *args):
user_id = ctx.message.author.id
if len(args) == 0: args = check_account(user_id)(args)
if len(args) < 1 or len(args) > 4:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] <user_2>...<user_4>"))
return
args = list(args)
for i, player in enumerate(args):
args[i] = get_player(user_id, args[i])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
data = []
try:
title_text = ''
for user in args:
title_text += f"{user} vs. "
user_data = c.execute(f"SELECT wpm FROM t_{user}")
temp = [i[0] for i in user_data]
data.append(temp)
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
title_text = title_text[:-4]
title_text += 'WPM'
ax = plt.subplots()[1]
ax.boxplot(data, showfliers=False)
ax.set_xticklabels(list(args))
ax.set_ylabel('WPM')
ax.set_title(title_text)
plt.grid(True)
file_name = f"{title_text}.png"
graph_colors = get_graph_colors(user_id)
graph_color(ax, graph_colors, True)
plt.savefig(file_name, facecolor=ax.figure.get_facecolor())
wpm_picture = discord.File(file_name, filename=file_name)
await ctx.send(file=wpm_picture)
os.remove(file_name)
plt.close()
return
async def histogram(self, ctx, *args):
user_id = ctx.message.author.id
if len(args) == 0: args = check_account(user_id)(args)
if len(args) != 1:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(
ctx, ctx.message).parameters(f"{ctx.invoked_with} [user]"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
player_data = c.execute(f"SELECT wpm FROM t_{player}")
data = [i[0] for i in player_data.fetchall()]
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
ax = plt.subplots()[1]
max_, min_ = max(data), min(data)
if int(max_ - min_) // 10 == 0:
patches = ax.hist(data, bins=1)[2]
else:
patches = ax.hist(data, bins=int(max_ - min_) // 10)[2]
ax.set_xlabel('WPM')
ax.set_ylabel('Frequency')
plt.grid(True)
ax.set_title(f"{player}'s WPM Histogram")
file_name = f"{player} WPM.png"
graph_colors = get_graph_colors(user_id)
graph_color(ax, graph_colors, False, patches)
plt.savefig(file_name, facecolor=ax.figure.get_facecolor())
wpm_picture = discord.File(file_name, filename=file_name)
await ctx.send(file=wpm_picture)
os.remove(file_name)
plt.close()
return
async def lastonline(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
account = account_information(user_id)
universe = account['universe']
if len(args) == 0: args = check_account(user_id)(args)
if len(args) != 1:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(
ctx, ctx.message).parameters(f"{ctx.invoked_with} [user]"))
return
player = get_player(user_id, args[0])
try:
urls = [Urls().get_races(player, universe, 1)]
response = (await fetch(urls, 'json', lambda x: x[0]['t']))[0]
except:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information((
f"[**{player}**](https://data.typeracer.com/pit/race_history?user={player}&universe={universe}) "
"doesn't exist or has no races in the "
f"{href_universe(universe)} universe")))
return
time_difference = time.time() - response
await ctx.send(embed=discord.Embed(
colour=discord.Colour(MAIN_COLOR),
description=(
f"**{player}** last played {seconds_to_text(time_difference)}\n"
f"ago on the {href_universe(universe)} universe")))
return
async def longestbreak(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 0: args = check_account(user_id)(args)
if len(args) == 0 or len(args) > 2:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] <seconds>"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
duration = 0
if len(args) == 2:
try:
duration = int(args[1])
if duration <= 0 or duration > 1_000_000_000_000:
raise ValueError
except ValueError:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`seconds` must be a positive number less than 1,000,000,000,000'
))
return
count, longest_break = (0, ) * 2
longest_break_gn, longest_break_time = (1, ) * 2
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(f"SELECT t, gn FROM t_{player} ORDER BY t")
previous_time, previous_gn = user_data.fetchone()
for row in user_data:
break_ = row[0] - previous_time
if break_ >= duration: count += 1
if break_ > longest_break:
longest_break = break_
longest_break_gn = previous_gn
longest_break_time = previous_time
previous_time, previous_gn = row
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
break_ = time.time() - previous_time
on_break = break_ > longest_break
if break_ >= duration: count += 1
if on_break:
longest_break = break_
longest_break_gn = previous_gn
longest_break_time = previous_time
if duration:
await ctx.send(embed=discord.Embed(
color=discord.Color(MAIN_COLOR),
description=
f"**{player}** had **{f'{count:,}'}** breaks longer than **{seconds_to_text(duration)}**"
))
return
embed = discord.Embed(
color=discord.Color(MAIN_COLOR),
description=
(f"**{player}**'s longest break was **{seconds_to_text(longest_break)}**, "
f"and it started on race **{f'{longest_break_gn:,}'}** "
f" / **{datetime.datetime.fromtimestamp(longest_break_time).strftime('%B %-d, %Y, %-I:%M:%S %p')}**"
))
if on_break: embed.set_footer(text='Currently on break')
await ctx.send(embed=embed)
return
async def racedetails(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 0: args = check_account(user_id)(args)
if len(args) != 1:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(
ctx, ctx.message).parameters(f"{ctx.invoked_with} [user]"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
texts_length = load_texts_json()
races, words_typed, chars_typed, points, retro, time_spent, total_wpm = (
0, ) * 7
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(f"SELECT * FROM t_{player}")
first_race = user_data.fetchone()
first_point_race = 0
text_id = str(first_race[2])
races += 1
total_wpm += first_race[3]
words_typed += texts_length.get(text_id, {"word count": 0})['word count']
chars_typed += texts_length.get(text_id, {"length": 0})['length']
fastest_race, slowest_race = (first_race[3],
first_race[0]), (first_race[3],
first_race[0])
try:
time_spent += 12 * texts_length.get(text_id, {"length": 0})['length'] / first_race[3]
except ZeroDivisionError:
pass
if first_race[4] == 0:
retro += first_race[3] / 60 * texts_length.get(text_id, {"word count": 0})['word count']
else:
if not first_point_race:
first_point_race = first_race[1]
points += first_race[4]
first_race = first_race[1]
for row in user_data:
race_wpm = row[3]
total_wpm += race_wpm
if race_wpm > fastest_race[0]:
fastest_race = (race_wpm, row[0])
if race_wpm < slowest_race[0]:
slowest_race = (race_wpm, row[0])
text_id = str(row[2])
races += 1
words_typed += texts_length.get(text_id, {'word count': 0})['word count']
chars_typed += texts_length.get(text_id, {'length': 0})['length']
if row[4] == 0:
retro += race_wpm / 60 * texts_length.get(text_id, {'word count': 0})['word count']
else:
if not first_point_race:
first_point_race = row[1]
points += row[4]
try:
time_spent += 12 * texts_length.get(text_id, {'length': 0})['length'] / race_wpm
except ZeroDivisionError:
races -= 1
pass
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
today = time.time()
num_days = (today - first_race) / 86400
num_point_days = (today - first_point_race) / 86400
embed = discord.Embed(title=f"Race Details for {player}",
color=discord.Color(MAIN_COLOR))
embed.set_thumbnail(url=Urls().thumbnail(player))
embed.set_footer(
text=('Retroactive points represent the total number of points '
'a user would have gained, before points were introduced '
'in 2017'))
embed.add_field(
name='Races',
value=
(f"**Total Races:** {f'{races:,}'}\n"
f"**Average Daily Races:** {f'{round(races / num_days, 2):,}'}\n"
f"**Total Words Typed:** {f'{words_typed:,}'}\n"
f"**Average Words Per Race:** {f'{round(words_typed / races, 2):,}'}\n"
f"**Total Chars Typed:** {f'{chars_typed:,}'}\n"
f"**Average Chars Per Race: **{f'{round(chars_typed / races, 2):,}'}\n"
))
embed.add_field(
name='Points',
value=
(f"**Current Points:** {f'{round(points):,}'}\n"
f"**Average Daily Points:** {f'{round(points / num_point_days, 2):,}'}\n"
f"**Average Points Per Race:** {f'{round((points + retro) / races, 2):,}'}\n"
f"**Retroactive Points:** {f'{round(retro):,}'}\n"
f"**Total Points:** {f'{round(points + retro):,}'}"))
embed.add_field(
name='Speed',
value=
(f"**Average (Lagged):** {f'{round(total_wpm / races, 2):,}'} WPM\n"
f"**Fastest Race:** {f'{fastest_race[0]:,}'} WPM "
f"[:cinema:]({Urls().result(player, fastest_race[1], 'play')})\n"
f"**Slowest Race:** {f'{slowest_race[0]:,}'} WPM "
f"[:cinema:]({Urls().result(player, slowest_race[1], 'play')})"),
inline=False)
embed.add_field(
name='Time',
value=
(f"**Total Time Spent Racing:** {seconds_to_text(time_spent)}\n"
f"**Average Daily Time:** {seconds_to_text(time_spent / num_days)}\n"
f"**Average Time Per Race:** {seconds_to_text(time_spent / races)}"
))
await ctx.send(embed=embed)
return
async def fastestcompletion(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 1: args = check_account(user_id)(args) + ('races', )
elif len(args) == 2: args += ('races', )
if len(args) != 3:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] [num] <races/points>"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
try:
num = float(args[1])
if num <= 0 or num % 1 != 0:
raise ValueError
num = int(num)
except ValueError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`num` must be a positive number'))
return
category = args[2].lower()
if not category in ['races', 'points']:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`category` must be `races/points`'))
return
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(
f"SELECT * FROM t_{player} ORDER BY t").fetchall()
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
try:
if category == 'races':
user_data[num - 1]
except IndexError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
"`num` must not exceed user's race count"))
return
length = len(user_data)
if category == 'races':
min_start, min_end, cur_start, = 0, num - 1, 0
for i in range(num, length):
cur_start += 1
if user_data[i][1] - user_data[cur_start][1] <\
user_data[min_end][1] - user_data[min_start][1]:
min_start, min_end = cur_start, i
elif category == 'points':
min_start, cur_start, cur_end, cur_points = (0, ) * 4
min_end = length - 1
exceeds_point_count = True
for i in range(0, length):
cur_points += user_data[i][4]
if cur_points >= num:
exceeds_point_count = False
cur_end = i
while cur_points - user_data[cur_start][4] >= num:
cur_points -= user_data[cur_start][4]
cur_start += 1
if user_data[cur_end][1] - user_data[cur_start][1] <\
user_data[min_end][1] - user_data[min_start][1]:
min_start, min_end = cur_start, cur_end
if exceeds_point_count:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
"`num` must not exceed user's point count"))
return
races, seconds_played, chars_typed, words_typed, points, wpm_sum, wpm_max = (
0, ) * 7
wpm_min = 100000
tids = []
text_data = load_texts_json()
for i in range(min_start, min_end + 1):
races += 1
cur = user_data[i]
wpm = cur[3]
tid = str(cur[2])
tids.append(tid)
wpm_sum += wpm
if wpm < wpm_min:
wpm_min = wpm
if wpm > wpm_max:
wpm_max = wpm
words = text_data[tid]['word count']
chars = text_data[tid]['length']
words_typed += words
chars_typed += chars
seconds_played += 12 * chars / wpm
points += cur[4]
if cur[4] == 0:
points += wpm * words / 60
f_category = {'races': 'Races', 'points': 'Points'}[category]
embed = discord.Embed(
title=
f"{player}'s Fastest Time to Complete {f'{num:,}'} {f_category}",
color=discord.Color(MAIN_COLOR),
description=
f"**Took:** {seconds_to_text(user_data[min_end][1] - user_data[min_start][1])}"
)
embed.set_thumbnail(url=Urls().thumbnail(player))
embed.set_footer(
text=
f"First Race (#{f'{min_start + 1:,}'}): {datetime.datetime.fromtimestamp(user_data[min_start][1]).strftime('%B %-d, %Y, %-I:%M:%S %p')}"
)
embed.add_field(
name='Races',
value=
(f"**Total Races:** {f'{min_end - min_start + 1:,}'}\n"
f"**Total Words Typed:** {f'{words_typed:,}'}\n"
f"**Average Words Per Races:** {f'{round(words_typed / races, 2):,}'}\n"
f"**Total Chars Typed:** {f'{chars_typed:,}'}\n"
f"**Average Chars Per Race:** {f'{round(chars_typed / races, 2):,}'}\n"
f"**Total Time Spent Racing:** {seconds_to_text(seconds_played)}\n"
f"**Total Time Elapsed:** {seconds_to_text(user_data[min_end][1] - user_data[min_start][1])}\n"
f"**Average Time Per Race:** {seconds_to_text(seconds_played / races)}"
),
inline=False)
embed.add_field(
name='Points',
value=
(f"**Total Points:** {f'{round(points):,}'}\n"
f"**Average Points Per Race:** {f'{round(points / races, 2):,}'}\n"
),
inline=False)
embed.add_field(
name='Speed',
value=
(f"**Average (Lagged):** {f'{round(wpm_sum / races, 2):,}'} WPM\n"
f"**Fastest Race:** {f'{wpm_max:,}'} WPM\n"
f"**Slowest Race:** {f'{wpm_min:,}'} WPM"),
inline=False)
embed.add_field(
name='Quotes',
value=f"**Number of Unique Quotes:** {f'{len(set(tids)):,}'}",
inline=False)
await ctx.send(embed=embed)
return
async def toptens(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
is_admin = user_id in BOT_ADMIN_IDS
send_json = is_admin and ctx.invoked_with[-1] == '*'
if len(args) == 0: args = check_account(user_id)(args)
if len(args) != 1:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(
ctx, ctx.message).parameters(f"{ctx.invoked_with} [user]"))
return
player = get_player(user_id, args[0])
with open(TOPTENS_FILE_PATH, 'r') as jsonfile:
player_top_tens = json.load(jsonfile)
last_updated = float(player_top_tens['last updated'])
if send_json:
if player == '*':
await ctx.send(file=discord.File(
TOPTENS_JSON_FILE_PATH, f"top_ten_{last_updated}.json"))
return
subset = dict()
with open(TOPTENS_JSON_FILE_PATH, 'r') as jsonfile:
top_tens = json.load(jsonfile)
for item, value in top_tens.items():
if player in value.values():
subset.update({item: value})
with open('temporary.json', 'w') as jsonfile:
json.dump(subset, jsonfile)
await ctx.send(file=discord.File(
'temporary.json', f"top_ten_{player}_{last_updated}.json"))
os.remove('temporary.json')
return
try:
player_data = player_top_tens[player]
except KeyError:
embed = discord.Embed(title=f"Text Top 10 Statistics for {player}",
color=discord.Color(MAIN_COLOR),
description="It's empty here.")
embed.set_thumbnail(url=Urls().thumbnail(player))
await ctx.send(embed=embed)
return
total = 0
for value in player_data.values():
total += int(value)
breakdown = ''
for i in range(1, 4):
breakdown += f"**{i}:** {f'{int(player_data[str(i)]):,}'}\n"
for i in range(4, 11):
breakdown += f"**{i}:** {f'{int(player_data[str(i)]):,}'} | "
breakdown = breakdown[:-3]
embed = discord.Embed(title=f"Text Top 10 Statistics for {player}",
color=discord.Color(MAIN_COLOR),
description=f"**{f'{total:,}'}** text top 10s")
embed.set_thumbnail(url=Urls().thumbnail(player))
embed.set_footer(
text=
f"Text top 10 data was last updated {seconds_to_text(time.time() - last_updated)} ago"
)
embed.add_field(name="Breakdown", value=breakdown, inline=False)
await ctx.send(embed=embed)
return
async def compare(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 1: args = check_account(user_id)(args)
if len(args) != 2:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user_1] [user_2]"))
return
player = get_player(user_id, args[0])
player_ = get_player(user_id, args[1])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
if escape_sequence(player_):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player_}**]({Urls().user(player_, 'play')}) "
"doesn't exist")))
return
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
player_data = c.execute(
f"SELECT tid, MAX(wpm) FROM t_{player} GROUP BY tid ORDER BY wpm"
).fetchall()
player_data_ = c.execute(
f"SELECT tid, MAX(wpm) FROM t_{player_} GROUP BY tid ORDER BY wpm"
).fetchall()
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
player_dict = dict()
for text in player_data:
player_dict.update({text[0]: text[1]})
first_player, second_player = [], []
for text in player_data_:
if player_dict.get(text[0], -1) > 0:
difference = text[1] - player_dict[text[0]]
if difference == 0: pass
elif difference < 0:
first_player.append(-1 * difference)
else:
second_player.append(difference)
if len(first_player) + len(second_player) == 0:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
f"**{player}** and **{player_}** have no texts in common"))
return
fig, (ax, ax_) = plt.subplots(1, 2, sharey=True)
if first_player:
first_max = max(first_player)
else:
first_max = 0
if second_player:
second_max = max(second_player)
else:
second_max = 0
if int(first_max) // 10 == 0:
patches = ax.hist(first_player, bins=1,
orientation='horizontal')[2]
else:
patches = ax.hist(first_player,
bins=int(first_max) // 10,
orientation='horizontal')[2]
if int(second_max) // 10 == 0:
patches_ = ax_.hist(second_player,
bins=1,
orientation='horizontal')[2]
else:
patches_ = ax_.hist(second_player,
bins=int(second_max) // 10,
orientation='horizontal')[2]
ax.yaxis.tick_left()
ax.set_ylim(ax.get_ylim()[::-1])
ax.set_ylabel('Difference (WPM)')
ax.grid()
ax.set_title(player)
ax_.grid()
ax_.set_title(player_)
max_xlim = max(ax.get_xlim()[1], ax_.get_xlim()[1])
ax.set_xlim(0, max_xlim)
ax.set_xlim(ax.get_xlim()[::-1])
ax_.set_xlim(0, max_xlim)
title = f"{player} vs. {player_} Text Bests Comparison"
plt.subplots_adjust(wspace=0, hspace=0)
file_name = f"{player}_{player_}_text_bests_comparison.png"
graph_colors = get_graph_colors(user_id)
graph_color(ax, graph_colors, False, patches)
graph_color(ax_, graph_colors, False, patches)
to_rgba = lambda x: (x // 65536 / 255,
((x % 65536) // 256) / 255, x % 256 / 255)
if graph_colors['text']:
fig.suptitle(title, color=to_rgba(graph_colors['text']))
fig.text(0.5,
0.025,
'Frequency (Texts)',
ha='center',
color=to_rgba(graph_colors['text']))
else:
fig.suptitle(title)
fig.text(0.5, 0.025, 'Frequency (Texts)', ha='center')
plt.savefig(file_name, facecolor=ax.figure.get_facecolor())
plt.close()
embed = discord.Embed(title=title, color=MAIN_COLOR)
file_ = discord.File(file_name, filename=file_name)
embed.set_image(url=f"attachment://{file_name}")
embed.add_field(
name=player,
value=
f"**{f'{len(first_player):,}'}** texts (+**{f'{round(sum(first_player), 2):,}'}** WPM)"
)
embed.add_field(
name=player_,
value=
f"**{f'{len(second_player):,}'}** texts (+**{f'{round(sum(second_player), 2):,}'}** WPM)"
)
await ctx.send(file=file_, embed=embed)
os.remove(file_name)
return
async def adjustedgraph(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
account = account_information(user_id)
universe = account['universe']
ag = ctx.invoked_with.lower() in ['adjustedgraph'
] + get_aliases('adjustedgraph')
mg = ctx.invoked_with.lower() in ['matchgraph'
] + get_aliases('matchgraph')
if len(args) == 0 or (len(args) == 1 and args[0][0] == '-'):
args = check_account(user_id)(args)
if len(args) > 2 or len(args) == 0:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] [race_num]` or `{ctx.invoked_with} [url]"
))
return
race_num = 0
if len(args) == 2 and args[1][0] == '-':
try:
race_num = int(args[1])
args = (args[0], )
except ValueError:
pass
if len(args) == 1:
try:
args[0].index('result?')
replay_url = args[0]
urls = [replay_url]
except ValueError:
try:
player = get_player(user_id, args[0])
urls = [Urls().get_races(player, universe, 1)]
race_api_response = await fetch(urls, 'json')
last_race = race_api_response[0][0]['gn']
if race_num < 0: last_race += race_num
race_api_response = race_api_response[0][0]
replay_url = Urls().result(player, last_race, universe)
urls = [replay_url]
except:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information((
f"[**{player}**](https://data.typeracer.com/pit/race_history?user={player}&universe={universe}) "
"doesn't exist or has no races in the "
f"{href_universe(universe)} universe")))
return
elif len(args) == 2:
try:
player = get_player(user_id, args[0])
replay_url = Urls().result(player, int(args[1]), universe)
urls = [replay_url]
except ValueError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`race_num` must be a positive integer'))
return
def helper_scraper(soup):
escapes = ''.join([chr(char) for char in range(1, 32)])
try:
typinglog = re.sub(
'\\t\d', 'a',
re.search(
r'typingLog\s=\s"(.*?)";',
response).group(1).encode().decode(
'unicode-escape').translate(escapes)).split('|')
return [int(c) for c in re.findall(r"\d+", typinglog[0])][2:]
except:
return None
try:
response = (await fetch(urls, 'text'))[0]
if not response:
raise KeyError
soup = BeautifulSoup(response, 'html.parser')
times = helper_scraper(soup)
race_text = soup.select("div[class='fullTextStr']")[0].text.strip()
player = soup.select(
"a[class='userProfileTextLink']")[0]["href"][13:]
race_details = soup.select("table[class='raceDetails']")[0].select(
'tr')
universe = 'play'
opponents = []
for detail in race_details:
cells = detail.select('td')
category = cells[0].text.strip()
if category == 'Race Number':
race_number = int(cells[1].text.strip())
elif category == 'Universe':
universe = cells[1].text.strip()
elif category == 'Opponents':
opponents = [i['href'] for i in cells[1].select('a')]
except:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information((
'`var typingLog` was not found in the requested URL;\n'
f"Currently linked to the {href_universe(universe)} universe\n\n"
)))
return
if universe == 'lang_ko':
mult = 24000
elif universe == 'lang_zh' or universe == 'new_lang_zh-tw' or universe == 'lang_zh-tw' or universe == 'lang_ja':
mult = 60000
else:
mult = 12000
def wpm_helper(times):
temp, total_time = [], 0
for i, time_ in enumerate(times):
total_time += time_
try:
temp.append((i + 1) * mult / total_time)
except ZeroDivisionError:
pass
return temp
if ag:
times.pop(0)
data_y = wpm_helper(times)
else:
unl = wpm_helper(times)
data = {
player: [
unl, unl[-1], times[0],
replay_url.split('https://data.typeracer.com/pit/')[1]
]
}
for opponent in opponents:
try:
urls = ["https://data.typeracer.com/pit/" + opponent]
response = (await fetch(urls, 'text'))[0]
if not response:
raise KeyError
soup = BeautifulSoup(response, 'html.parser')
times = helper_scraper(soup)
unl = wpm_helper(times)
data.update({
opponent.split('|')[1][3:]:
[unl, unl[-1], times[0], opponent]
})
except:
pass
data = {
k: v
for k, v in sorted(
data.items(), key=lambda x: x[1][1], reverse=True)
}
if ag:
title_1 = f"Adjusted WPM Over {player}'s {num_to_text(race_number)} Race"
title = f"{title_1}\nUniverse: {universe}"
else:
title_1 = f"Unlagged WPM Over {player}'s {num_to_text(race_number)} Race"
title = f"{title_1}\nUniverse: {universe}"
description = f"**Quote**\n\"{race_text[0:1008]}\""
text_length = len(race_text) > 9
ax = plt.subplots()[1]
if ag:
if text_length:
starts = data_y[0:9]
remaining = data_y[9:]
ax.plot([i for i in range(1, len(data_y) + 1)], data_y)
else:
value, i, starts, remaining = '', 0, [], []
for name, data_y in data.items():
wpm_ = data_y[0]
if text_length:
starts += wpm_[0:9]
remaining += wpm_[9:]
ax.plot([i for i in range(1, len(wpm_) + 1)], wpm_, label=name)
segment = (
f"{NUMBERS[i]} [{name}]({f'https://data.typeracer.com/pit/{data_y[3]}'})"
f" - {round(data_y[1], 2)} WPM ({f'{data_y[2]:,}'}ms start)\n"
)
if len(value + segment) <= 1024:
value += segment
i += 1
if len(data) > 1:
plt.tight_layout(rect=[0.02, 0.02, 0.75, 0.92])
ax.legend(loc='upper left',
bbox_to_anchor=(1.03, 1),
shadow=True,
ncol=1)
ax.set_title(title)
ax.set_xlabel('Keystrokes')
ax.set_ylabel('WPM')
plt.grid(True)
file_name = 'WPM Over Race.png'
embed = discord.Embed(title=title_1,
color=discord.Color(MAIN_COLOR),
description=description,
url=replay_url)
if text_length:
max_starts, max_remaining = max(starts), max(remaining)
messed_up_scaled = max_starts > max_remaining
if messed_up_scaled:
if ctx.invoked_with[-1] != '*':
ax.set_ylim(0, 1.05 * max_remaining)
embed.set_footer(
text=
f"The `y`-axis has been scaled; run `{ctx.invoked_with}*` to see the entire graph"
)
graph_colors = get_graph_colors(user_id)
graph_color(ax, graph_colors, False)
plt.savefig(file_name, facecolor=ax.figure.get_facecolor())
plt.close()
file_ = discord.File(file_name, filename='image.png')
embed.set_image(url='attachment://image.png')
if mg:
embed.add_field(name='Ranks (ranked by unlagged WPM)',
value=value[:-1])
os.remove(file_name)
await ctx.send(file=file_, embed=embed)
return
async def today(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 0 or (len(args) == 1 and '-' in args[0]):
args = check_account(user_id)(args)
is_today = True
today_timestamp = (datetime.datetime.utcnow().date() -
datetime.date(1970, 1, 1)).total_seconds()
if ctx.invoked_with.lower() in ['yesterday', 'yday', 'yd']:
today_timestamp = (datetime.datetime.utcnow().date() -
datetime.date(1970, 1, 2)).total_seconds()
is_today = False
if len(args) > 1 or len(args) == 0:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(
ctx,
ctx.message).parameters(f"{ctx.invoked_with} [user]"))
return
if len(args) == 0 or len(args) > 2:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] <yyyy-mm-dd>"))
return
if len(args) == 2:
try:
today_timestamp_temp = (
datetime.datetime.strptime(args[1], "%Y-%m-%d").date() -
datetime.date(1970, 1, 1)).total_seconds()
if today_timestamp_temp != today_timestamp: is_today = False
if today_timestamp_temp > today_timestamp:
await ctx.send(content=f"<@{user_id}>",
embed=Error(
ctx, ctx.message).incorrect_format(
'`date` must not exceed today'))
return
today_timestamp = today_timestamp_temp
except ValueError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`date` must be in the yyyy-mm-dd format'))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
urls = [Urls().get_races(player, 'play', 1)]
try:
api_response = await fetch(urls, 'json')
total_races = int(api_response[0][0]['gn'])
except:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist or has no races")))
return
file_name = f"t_{player}_play_{today_timestamp}_{today_timestamp + 86400}".replace(
'.', '_')
conn = sqlite3.connect(TEMPORARY_DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(
f"SELECT * FROM {file_name} ORDER BY t DESC LIMIT 1")
last_race = user_data.fetchone()
if last_race:
last_race_timestamp = last_race[1]
races_remaining = total_races - last_race[0]
else:
races_remaining = total_races
except sqlite3.OperationalError:
races_remaining = total_races
if races_remaining == 0:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx,
ctx.message).missing_information(
f"{player} has no races"))
else:
c.execute(
f"CREATE TABLE {file_name} (gn integer PRIMARY KEY, t, tid, wpm, pts)"
)
try:
data = await fetch_data(player, 'play', last_race_timestamp + 0.01,
today_timestamp + 86400)
except UnboundLocalError:
data = await fetch_data(player, 'play', today_timestamp,
today_timestamp + 86400)
date = datetime.datetime.fromtimestamp(today_timestamp).strftime(
'%B %-d, %Y')
user_is_leader = await self.check_if_leader(player, 'day')
if user_is_leader and is_today:
embed = discord.Embed(
title=f"{date} Stats for {player}",
color=discord.Color(MAIN_COLOR),
url=Urls().user(player, 'play'),
description=':crown: **Daily Leader** :crown:')
else:
embed = discord.Embed(title=f"{date} Stats for {player}",
color=discord.Color(MAIN_COLOR),
url=Urls().user(player, 'play'))
embed.set_thumbnail(url=Urls().thumbnail(player))
if data:
c.executemany(f"INSERT INTO {file_name} VALUES (?, ?, ?, ?, ?)",
data)
conn.commit()
data = c.execute(f"SELECT * FROM {file_name}").fetchall()
conn.close()
if not data:
embed.add_field(name='Average Speed', value='—')
embed.add_field(name='Races', value='0')
embed.add_field(name='Points', value='0')
await ctx.send(embed=embed)
return
texts_data = load_texts_json()
races, wpm, points, seconds_played, chars_typed, words_typed = (
0, ) * 6
fastest_race, slowest_race = (data[0][3], data[0][0]), (data[0][3],
data[0][0])
for row in data:
races += 1
race_text_id = str(row[2])
race_wpm = row[3]
wpm += race_wpm
if race_wpm > fastest_race[0]: fastest_race = (race_wpm, row[0])
if race_wpm < slowest_race[0]: slowest_race = (race_wpm, row[0])
points += row[4]
word_count = texts_data.get(race_text_id, {"word count": 0})['word count']
race_text_length = texts_data.get(race_text_id, {"length": 0})['length']
seconds_played += 12 * race_text_length / race_wpm
chars_typed += race_text_length
words_typed += word_count
average_wpm = round(wpm / races, 2)
total_points = round(points)
embed.add_field(
name='Summary',
value=
(f"**Average Speed:** {average_wpm} WPM "
f"([{slowest_race[0]}]({Urls().result(player, slowest_race[1], 'play')})"
f" - [{fastest_race[0]}]({Urls().result(player, fastest_race[1], 'play')}))\n"
f"**Total Races:** {f'{races:,}'}\n"
f"**Total Points:** {f'{total_points:,}'} ({f'{round(points / races, 2)}'} points/race)"
),
inline=False)
embed.add_field(
name='Details',
value=
(f"**Total Words Typed:** {f'{words_typed:,}'}\n"
f"**Average Words Per Race:** {round(words_typed / races, 2)}\n"
f"**Total Chars Typed:** {f'{chars_typed:,}'}\n"
f"**Average Chars Per Race:** {round(chars_typed / races, 2)}\n"
f"**Total Time Spent Racing:** {seconds_to_text(seconds_played)}\n"
f"**Average Time Per Race:** {seconds_to_text(seconds_played / races)}"
),
inline=False)
await ctx.send(embed=embed)
return
async def unraced(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 0 or (len(args) == 1 and len(args[0]) < 4):
args = check_account(user_id)(args)
if len(args) == 0 or len(args) > 2:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] <length>"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
if len(args) == 2:
try:
length = int(args[1])
if length < 1 or length > 999:
raise ValueError
except ValueError:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`length` must be a positive integer less than 999'))
return
else:
length = 0
all_tids, user_tids, texts_data = set(), set(), dict()
with open(TEXTS_FILE_PATH_CSV, 'r') as csvfile:
reader = csv.reader(csvfile)
next(reader)
for row in reader:
all_tids.add(int(row[0]))
texts_data.update(
{int(row[0]): {
'text': row[1],
'ghost': row[2]
}})
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(f"SELECT DISTINCT tid FROM t_{player}")
for row in user_data:
user_tids.add(row[0])
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
unraced_tids = list(all_tids - user_tids)
if length:
unraced_tids = list(
filter(lambda x: len(texts_data[x]['text']) < length,
unraced_tids))
if len(unraced_tids) == 0:
description = f"{player} has completed all texts"
if length:
description += f" under length {length}"
description += '!'
await ctx.send(embed=discord.Embed(title='Nothing to Choose From',
color=discord.Color(754944),
description=description))
return
title = 'Random Unraced Texts'
if length:
title += f" Under Length {length}"
title += f" for {player} ({f'{len(unraced_tids):,}'} left)"
embed = discord.Embed(title=title, color=discord.Color(MAIN_COLOR))
embed.set_thumbnail(url=Urls().thumbnail(player))
try:
for i in range(0, 5):
random_tid = random.choice(unraced_tids)
value_1 = f"\"{texts_data[random_tid]['text']}\" "
value_2 = (f"[{TR_INFO}]({Urls().text(random_tid)}) "
f"[{TR_GHOST}]({texts_data[random_tid]['ghost']})")
value = value_1 + value_2
if len(value) > 1024:
value_1 = value_1[0:1019 - len(value_2)]
value = f"{value_1}…\" {value_2}"
embed.add_field(name=f"{i + 1}. Race Text ID: {random_tid}",
value=value,
inline=False)
unraced_tids.remove(random_tid)
except:
pass
await ctx.send(embed=embed)
return
async def textbests(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
tb = ctx.invoked_with in ['textbests'] + get_aliases('textbests')
bd = ctx.invoked_with in ['breakdown'] + get_aliases('breakdown')
if len(args) == 0: args = check_account(user_id)(args)
try:
if len(args) == 0:
raise ValueError
elif len(args) > 2:
raise ValueError
elif bd and len(args) != 1:
raise ValueError
except ValueError:
optional = ' <num_texts>' if tb else ''
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user]{optional}"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
filter_tb = len(args) == 2
if filter_tb:
try:
num_texts = int(args[1])
if num_texts <= 0:
raise TypeError
except TypeError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`num_texts` must be a positive integer'))
return
sum_, count = 0, 0
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(
f"SELECT gn, tid, MAX(wpm) FROM t_{player} GROUP BY tid ORDER BY wpm"
).fetchall()
if filter_tb:
user_data = user_data[-num_texts:]
min_bucket = int(user_data[0][2] // 10)
max_bucket = int(user_data[-1][2] //
10) if user_data[-1][2] // 10 <= 30 else 30
if bd:
breakdown_dict, textbest_dict = {}, {}
for i in range(min_bucket, max_bucket + 1):
breakdown_dict.update({i: 0})
textbest_dict.update({i: {'count': 0, 'sum': 0}})
for row in user_data:
count += 1
sum_ += row[2]
if bd:
bucket = int(row[2] // 10) if row[2] // 10 <= 30 else 30
if ctx.invoked_with[-1] == '*':
breakdown_dict[bucket] += 1
textbest_dict[bucket]['sum'] += row[2]
textbest_dict[bucket]['count'] += 1
else:
for i in range(min_bucket, bucket + 1):
breakdown_dict[i] += 1
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
if tb:
texts_data = load_texts_large()
if len(user_data) < 10:
worst = []
if len(user_data) < 5:
top = user_data[::-1]
else:
top = user_data[-5:][::-1]
else:
worst = user_data[0:5]
top = user_data[-5:][::-1]
else:
breakdown_text = ''
max_count_spacer = len(f'{max(breakdown_dict.values()):,}')
for bucket, count_ in breakdown_dict.items():
bucket_spacer = 1 + math.floor(
math.log10(max_bucket)) - math.floor(math.log10(bucket))
count_spacer = max_count_spacer - len(f'{count_:,}')
count_spacer_ = max_count_spacer - len(f'{count - count_:,}')
breakdown_text += f"{{{bucket * 10}+{' ' * bucket_spacer}WPM}} "
breakdown_text += f"{' ' * count_spacer}{f'{count_:,}'} [{f'{round(100 * count_ / count, 2):6.2f}'}%] "
if ctx.invoked_with[-1] == '*':
try:
average = f"{round(textbest_dict[bucket]['sum'] / textbest_dict[bucket]['count'], 2):6.2f}"
except ZeroDivisionError:
average = " —— "
breakdown_text += f"{{{average} WPM}}\n"
else:
breakdown_text += f"({' ' * count_spacer_}{f'{count - count_:,}'} left)\n"
title = f"{player}'s Text Bests"
if filter_tb:
title += f" (Top {f'{num_texts:,}'} Texts Filtered)"
embed = discord.Embed(title=title, color=discord.Color(MAIN_COLOR))
embed.set_thumbnail(url=Urls().thumbnail(player))
embed.add_field(
name='Texts',
value=
(f"**Texts:** {f'{count:,}'}\n"
f"**Text Bests Average:** {f'{round(sum_ / count, 2):,}'} ("
f"{f'{round(count * (5 - (sum_ / count) % 5), 2):,}'} total WPM gain "
f"til {round(5 * ((sum_ / count) // 5 + 1))} WPM)"),
inline=False)
if tb:
value = ''
for i, text in enumerate(top):
value += f"**{i + 1}. {f'{text[2]:,}'} WPM (Race #{f'{text[0]:,}'})**\n"
value += f"{texts_data.get(str(text[1]), 'Missing Text')} [:cinema:]({Urls().result(player, text[0], 'play')})\n"
embed.add_field(name=f"Top {i + 1} Texts",
value=value,
inline=False)
value = ''
for i, text in enumerate(worst):
value += f"**{i + 1}. {f'{text[2]:,}'} WPM (Race #{f'{text[0]:,}'})**\n"
value += f"{texts_data.get(str(text[1]), 'Missing Text')} [:cinema:]({Urls().result(player, text[0], 'play')})\n"
embed.add_field(name=f"Worst {i + 1} Texts",
value=value,
inline=False)
else:
embed.add_field(name='Breakdown',
value=f"```css\n{breakdown_text}```",
inline=False)
await ctx.send(embed=embed)
return
async def personalbest(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 0:
args = check_account(user_id)(args)
if len(args) == 0 or len(args) > 2:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] [text_id]"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
cur_wpm = 0
if len(args) == 2:
try:
if args[1] == '*':
text_id = get_cached_id(ctx.message.channel.id)
if not text_id:
text_id = int(args[1])
else:
text_id = int(args[1])
except ValueError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
f"**{args[1]}** is not a valid text ID"))
return
else:
try:
urls = [Urls().get_races(player, 'play', 1)]
response = (await fetch(urls, 'json'))[0][0]
text_id = int(response['tid'])
cur_wpm = float(response['wpm'])
except:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx,
ctx.message).missing_information())
return
with open(TEXTS_FILE_PATH_CSV, 'r') as csvfile:
reader = csv.reader(csvfile)
next(reader)
for row in reader:
if int(row[0]) == text_id:
text = row[1]
break
else:
continue
try:
if len(text) > 1024:
text = f"\"{text[0:1020]}…\""
else:
text = f"\"{text}\""
except NameError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
f"{text_id} is not a valid text ID"))
return
count, sum_, best, best_gn, worst_gn = (0, ) * 5
worst = 100000
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(
f"SELECT gn, wpm FROM t_{player} WHERE tid = ?",
(text_id, )).fetchall()
for row in user_data:
count += 1
sum_ += row[1]
if row[1] > best:
best_gn, best = row
if row[1] < worst:
worst_gn, worst = row
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
if cur_wpm > best:
color, description = 754944, f"**Improved by {round(cur_wpm - best, 2)} WPM (to {round(cur_wpm, 2)} WPM)**"
else:
color, description = MAIN_COLOR, ''
if not count:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
f"**{player}** has not completed the text yet"))
return
value = f"**Times:** {f'{count:,}'}\n"
if cur_wpm:
value += f"**Last Race:** {f'{cur_wpm:,}'} WPM\n"
value += (f"**Average:** {f'{round(sum_ / count, 2):,}'} WPM\n"
f"**Fastest:** {f'{best:,}'} WPM "
f"(Race #{f'{best_gn:,}'}) [:cinema:]"
f"({Urls().result(player, best_gn, 'play')})\n"
f"**Slowest:** {f'{worst:,}'} WPM "
f"(Race #{f'{worst_gn:,}'}) [:cinema:]"
f"({Urls().result(player, worst_gn, 'play')})\n")
title = f"Quote #{text_id} Statistics for {player}"
cache_id(ctx.message.channel.id, text_id)
if description:
embed = discord.Embed(title=title,
color=discord.Color(color),
url=Urls().text(text_id),
description=description)
else:
embed = discord.Embed(title=title,
color=discord.Color(color),
url=Urls().text(text_id))
embed.set_thumbnail(url=Urls().thumbnail(player))
embed.add_field(name='Quote', value=text, inline=False)
embed.add_field(name='Speeds', value=value)
if ctx.invoked_with[-1] == '*' and len(user_data) > 1:
ax = plt.subplots()[1]
data_y = [i[1] for i in user_data]
if cur_wpm: data_y += [cur_wpm]
length = len(data_y)
data_x = [i + 1 for i in range(length)]
if length < 30:
ax.plot(data_x, data_y)
else:
ax.scatter(data_x,
data_y,
marker='.',
alpha=0.1,
color='#000000')
if length < 500:
sma = length // 10
else:
sma = 50
moving_y = [sum(data_y[0:sma]) / sma]
moving_y += [
sum(data_y[i - sma:i]) / sma for i in range(sma, length)
]
moving_x = [data_x[0]] + data_x[sma:]
moving_y = reduce_list(moving_y)
moving_x = reduce_list(moving_x)
ax.plot(moving_x, moving_y, color='#FF0000')
title += f"\n(Moving Average of {sma} Races)"
ax.set_title(title)
ax.set_xlabel('Attempt #')
ax.set_ylabel('WPM')
plt.grid(True)
file_name = f"{title}.png"
graph_colors = get_graph_colors(user_id)
graph_color(ax, graph_colors, False)
plt.savefig(file_name, facecolor=ax.figure.get_facecolor())
plt.close()
file_ = discord.File(file_name, filename='image.png')
embed.set_image(url='attachment://image.png')
os.remove(file_name)
await ctx.send(file=file_, embed=embed)
return
await ctx.send(embed=embed)
return
async def charlieog(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 0: args = check_account(user_id)(args)
if len(args) == 0 or len(args) > 2:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] <text_id>"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
if len(args) == 2:
try:
if args[1] == '*':
tid = get_cached_id(ctx.message.channel.id)
if not tid:
tid = int(args[1])
else:
tid = int(args[1])
if tid <= 0:
raise ValueError
except ValueError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
f"{args[1]} is not a valid text ID"))
return
else:
tid = 3621293
urls = [Urls().get_races(player, 'play', 1)]
try:
api_response = await fetch(urls, 'json')
except:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist or has no races")))
return
file_name = f"t_{player}"
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(
f"SELECT * FROM t_{player} ORDER BY t DESC LIMIT 1")
last_race_timestamp = user_data.fetchone()[1]
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
text, ghost = '', ''
with open(TEXTS_FILE_PATH_CSV, 'r') as csvfile:
reader = csv.reader(csvfile)
next(reader)
for row in reader:
if int(row[0]) == tid:
text, ghost = row[1], row[2]
if not text or not ghost:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
f"{tid} is not a valid text ID"))
return
cache_id(ctx.message.channel.id, tid)
value_1 = f"\"{text}\" "
value_2 = (f"[{TR_INFO}]({Urls().text(tid)}) "
f"[{TR_GHOST}]({ghost})")
value = value_1 + value_2
if len(value) > 1024:
value_1 = value_1[0:1019 - len(value_2)]
value = value_1 + "…\"" + value_2
data = await fetch_data(player, 'play', last_race_timestamp + 0.01,
time.time())
if data:
c.executemany(f"INSERT INTO {file_name} VALUES (?, ?, ?, ?, ?)",
data)
conn.commit()
data = c.execute(
f"""SELECT * FROM
(SELECT *
FROM {file_name}
WHERE t >= ?)
WHERE tid = ?""", (time.time() - 86400, tid)).fetchall()
conn.close()
if len(data) < 10:
description = 'Next save available **now**'
else:
description = f"Next save available in **{seconds_to_text(86400 + data[0][1] - time.time())}**"
value_ = ''
for i, race in enumerate(data):
value_ += (
f"{i + 1}. {seconds_to_text(time.time() - race[1])} ago "
f"({race[3]} WPM)\n")
embed = discord.Embed(
title=f"{player}'s Text #{tid} Statistics in Last 24 Hours",
color=discord.Color(MAIN_COLOR),
description=description)
embed.add_field(name=f"Text ID: {tid}", value=value, inline=False)
if value_:
embed.add_field(name='Races', value=value_, inline=False)
embed.set_footer(text="snowmelt#1745's custom command")
await ctx.send(embed=embed)
return
async def timebetween(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
account = account_information(user_id)
universe = account['universe']
url_param = False
if len(args) < 2 or len(args) > 3:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
(f"{ctx.invoked_with} [url] [url]` or "
f"`{ctx.invoked_with} [user] [race_one] [race_two]")))
return
if len(args) == 2:
try:
args[0].index('result?') and args[1].index('result?')
url_param = True
except ValueError:
args = check_account(user_id)(args)
if len(args) == 3:
player = get_player(user_id, args[0])
try:
race_one = int(args[1])
race_two = int(args[2])
if race_one <= 0 or race_two <= 1:
raise ValueError
args = (race_one, race_two)
except ValueError:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
f"Refer to `help {ctx.invoked_with}` for correct parameter formats"
))
return
urls = []
if url_param: urls = [url for url in args]
else:
urls = [
Urls().result(player, race_num, universe) for race_num in args
]
responses = await fetch(urls, 'text', timestamp_scraper)
try:
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
player = responses[0]['player']
difference = abs(responses[1]['timestamp'] -
responses[0]['timestamp'])
universe = responses[0]['universe']
race_nums = [response['race_number'] for response in responses]
race_one = min(race_nums)
race_two = max(race_nums)
except TypeError:
try:
if escape_sequence(player):
raise sqlite3.OperationalError
difference = abs(c.execute(f"SELECT t FROM t_{player} WHERE gn = ?", (race_one,))
.fetchone()[0] -\
c.execute(f"SELECT t FROM t_{player} WHERE gn = ?", (race_two,))
.fetchone()[0])
except:
conn.close()
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
'`timestamp` was not found in either race'))
return
conn.close()
description = (f"The time between **{player}**'s "
f"**{num_to_text(race_one)}** and "
f"**{num_to_text(race_two)}** race in the\n"
f"{href_universe(universe)} universe was "
f"**{seconds_to_text(difference)}**")
await ctx.send(embed=discord.Embed(color=discord.Color(MAIN_COLOR),
description=description))
return
async def stats(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
account = account_information(user_id)
universe = account['universe']
if len(args) == 0: args = check_account(user_id)(args)
if len(args) != 1:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(
ctx, ctx.message).parameters(f"{ctx.invoked_with} [user]"))
return
player = get_player(user_id, args[0])
urls = [Urls().get_user(player, universe)]
try:
user_api = (await fetch(urls, 'json'))[0]
except:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({urls[0]}) "
"doesn't exist")))
return
country = f":flag_{user_api['country']}: " if user_api[
'country'] else ''
name = user_api['name'] if user_api['name'] else ''
name += ' ' if user_api['name'] and user_api['lastName'] else ''
name += user_api['lastName'] if user_api['lastName'] else ''
premium = 'Premium' if user_api['premium'] else 'Basic'
try:
banned = user_api['tstats']['disqualified']
banned = '' if banned == 'false' or not banned else '\n**Status:** Banned'
except KeyError:
banned = ''
urls = [Urls().trd_user(player, universe)]
try:
if universe != 'play':
raise NotImplementedError
trd_user_api = (await fetch(urls, 'json'))[0]
textbests = round(float(trd_user_api['account']['wpm_textbests']),
2)
textsraced = trd_user_api['account']['texts_raced']
extra_stats = (f"**Text Bests: **{textbests} WPM\n"
f"**Texts Typed: **{textsraced}\n")
except:
textbests, textsraced, extra_stats = ('', ) * 3
urls = [Urls().user(player, universe)]
try:
response = (await fetch(urls, 'text'))[0]
soup = BeautifulSoup(response, 'html.parser')
rows = soup.select("table[class='profileDetailsTable']")[0].select(
'tr')
medal_count = 0
for row in rows:
cells = row.select('td')
if len(cells) < 2: continue
if cells[0].text.strip() == 'Racing Since':
date_joined = cells[1].text.strip()
rows = soup.select("table[class='personalInfoTable']")[0].select(
'tr')
for row in rows:
cells = row.select('td')
if len(cells) < 2: continue
if cells[0].text.strip() == 'Awards':
medal_count = len(cells[1].select('a'))
except:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({urls[0]}) "
"doesn't exist")))
return
if banned:
color = 0xe0001a
else:
color = MAIN_COLOR
embed = discord.Embed(
title=f"{country}{player}",
colour=discord.Colour(color),
description=f"**Universe:** {href_universe(universe)}",
url=urls[0])
embed.set_thumbnail(url=Urls().thumbnail(player))
embed.add_field(name="General",
value=(f"**Name:** {name}\n"
f"**Joined: **{date_joined}\n"
f"**Membership: **{premium}{banned}"),
inline=False)
embed.add_field(
name="Stats",
value=
(f"""**Races: **{f"{user_api['tstats']['cg']:,}"}\n"""
f"""**Races Won: **{f"{user_api['tstats']['gamesWon']:,}"}\n"""
f"""**Points: **{f"{round(user_api['tstats']['points']):,}"}\n"""
f"""**Full Average: **{round(user_api['tstats']['wpm'], 2)} WPM\n"""
f"""**Fastest Race: **{round(user_api['tstats']['bestGameWpm'], 2)} WPM\n"""
f"""**Captcha Speed: **{round(user_api['tstats']['certWpm'], 2)} WPM\n"""
f"""{extra_stats}**Medals: **{f'{medal_count:,}'}\n"""),
inline=False)
await ctx.send(embed=embed)
await fetch([Urls().trd_import(player)], 'text')
return
async def top(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) <= 1: args = check_account(user_id)(args)
if len(args) == 1: args += ('wpm', )
if len(args) != 2:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] [wpm/points/weightedwpm]"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
categories = ['wpm', 'points', 'weightedwpm']
if not args[1].lower() in categories:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`category` must be `wpm/points/weightedwpm`'))
return
if args[1].lower() == 'points':
category = 'pts'
elif args[1].lower() == 'wpm':
category = 'wpm'
else:
category = 'weightedwpm'
texts_length = load_texts_json()
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
if ctx.invoked_with in ['top'] + get_aliases('top'):
order_by, reverse = 'DESC', True
else:
order_by, reverse = 'ASC', False
if category != 'weightedwpm':
user_data = c.execute(
f"SELECT * FROM t_{player} ORDER BY {category} {order_by} LIMIT 10"
)
user_data = user_data.fetchall()
else:
raw_data = c.execute(f"SELECT * FROM t_{player}")
user_data = sorted(
raw_data,
key=lambda x: x[3] * texts_length[str(x[2])]['length'],
reverse=reverse)[:10]
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
embed = discord.Embed(
title=
f"{player}'s {['Worst', 'Top'][reverse]} {len(user_data)} Races (Lagged)",
color=discord.Color(MAIN_COLOR))
embed.set_thumbnail(url=Urls().thumbnail(player))
formatted_category = {
'pts': 'points',
'wpm': 'WPM',
'weightedwpm': 'WPM'
}[category]
texts = load_texts_large()
for i, race in enumerate(user_data):
value = f"{texts.get(str(race[2]), 'Missing Text')} [:cinema:]({Urls().result(player, race[0], 'play')})"
if formatted_category == 'points':
name = f"{i + 1}. {race[4]} {formatted_category} (Race #{f'{race[0]:,}'}, Text ID: {race[2]})"
else:
name = f"{i + 1}. {race[3]} {formatted_category} (Race #{f'{race[0]:,}'}, Text ID: {race[2]})"
embed.add_field(name=name, value=value, inline=False)
if category == 'weightedwpm':
embed.set_footer(
text='Sorted by weighted WPM (text_length • wpm)')
await ctx.send(embed=embed)
return
async def getdata(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 0: args = check_account(user_id)(args)
if len(args) != 1:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(
ctx, ctx.message).parameters(f"{ctx.invoked_with} [user]"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
urls = [Urls().get_races(player, 'play', 1)]
try:
api_response = await fetch(urls, 'json')
total_races = int(api_response[0][0]['gn'])
except:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist or has no races")))
return
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(
f"SELECT * FROM t_{player} ORDER BY t DESC LIMIT 1")
last_race = user_data.fetchone()
last_race_timestamp = last_race[1]
races_remaining = total_races - last_race[0]
except sqlite3.OperationalError:
races_remaining = total_races
if races_remaining == 0:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx,
ctx.message).missing_information(
f"{player} has no races"))
return
else:
if races_remaining > 10000 and not user_id in BOT_ADMIN_IDS:
pass
else:
c.execute(
f"CREATE TABLE t_{player} (gn integer PRIMARY KEY, t, tid, wpm, pts)"
)
if races_remaining > 10000 and not user_id in BOT_ADMIN_IDS:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).lacking_permissions(
('Data request exceeds 10,000 races. '
'Have a bot admin run the command.')))
return
if races_remaining == 0:
conn.close()
await ctx.send(embed=discord.Embed(
title='Data Request',
color=discord.Color(MAIN_COLOR),
description=(f"{player}'s data successfully created/updated\n"
'0 races added')))
return
start_ = time.time()
await ctx.send(embed=discord.Embed(
title='Data Request',
color=discord.Color(MAIN_COLOR),
description=
('Request successful\n'
f"Estimated download time: {seconds_to_text(0.005125 * races_remaining + 0.5)}"
)))
try:
data = await fetch_data(player, 'play', last_race_timestamp + 0.01,
time.time())
except UnboundLocalError:
data = await fetch_data(player, 'play', 1204243200, time.time())
c.executemany(f"INSERT INTO t_{player} VALUES (?, ?, ?, ?, ?)", data)
conn.commit()
conn.close()
length = round(time.time() - start_, 3)
await ctx.send(
content=f"<@{user_id}>",
embed=discord.Embed(
title='Data Request',
color=discord.Color(MAIN_COLOR),
description=(f"{player}'s data successfully created/updated\n"
f"{f'{races_remaining:,}'} races added\n"
f"Took {seconds_to_text(length)}")))
return
async def textbestsgraph(self, ctx, *args):
user_id = ctx.message.author.id
if len(args) <= 1: args = check_account(user_id)(args)
if len(args) == 1: args += ('races', )
if len(args) != 2:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] [time/races/texts]"))
return
player = get_player(user_id, args[0])
if args[1].lower() not in {'time', 'races', 'texts'}:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'Must provide a valid category: `time/races/texts`'))
return
if args[1].lower() == 'time':
q_category = 't'
category = 'Time'
elif args[1].lower() == 'races':
q_category = 'gn'
category = 'Races'
elif args[1].lower() == 'texts':
q_category = None
category = 'Texts'
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
data_x, data_y = [], []
text_ids = {}
wpm_sum, wpm_count = 0, 0
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(f"SELECT gn, t, tid, wpm FROM t_{player}")
for race_data in user_data:
if text_ids.get(race_data[2], False):
if race_data[3] > text_ids[race_data[2]]:
if not q_category:
data_x.append(len(data_x))
elif q_category == 'gn':
data_x.append(race_data[0])
else:
data_x.append(
datetime.datetime.fromtimestamp(race_data[1]))
wpm_sum += race_data[3] - text_ids[race_data[2]]
text_ids.update({race_data[2]: race_data[3]})
data_y.append(wpm_sum / wpm_count)
else:
if not q_category:
data_x.append(len(data_x))
elif q_category == 'gn':
data_x.append(race_data[0])
else:
data_x.append(
datetime.datetime.fromtimestamp(race_data[1]))
text_ids.update({race_data[2]: race_data[3]})
wpm_sum += race_data[3]
wpm_count += 1
data_y.append(wpm_sum / wpm_count)
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
data_x = reduce_list(data_x)
data_y = reduce_list(data_y)
ax = plt.subplots()[1]
ax.plot(data_x, data_y)
ax.set_title(f"{player}'s Text Bests Average Over {category}")
if not q_category:
ax.set_xlabel('Text Changes (Additions/Improvements)')
elif q_category == 't':
ax.set_xlabel('Date')
ax.set_xticks(ax.get_xticks()[::2])
formatter = mdates.DateFormatter("%b. %-d '%y")
ax.xaxis.set_major_formatter(formatter)
else:
ax.set_xlabel('Race #')
ax.set_ylabel('WPM')
plt.grid(True)
file_name = f"Text Bests Average Over {category}.png"
graph_colors = get_graph_colors(user_id)
graph_color(ax, graph_colors, False)
plt.savefig(file_name, facecolor=ax.figure.get_facecolor())
races_over_time_picture = discord.File(file_name, filename=file_name)
await ctx.send(file=races_over_time_picture)
os.remove(file_name)
plt.close()
return
async def improvement(self, ctx, *args):
user_id = ctx.message.author.id
if len(args) == 0: args = check_account(user_id)(args)
if len(args) == 1: args += ('races', )
if len(args) != 2:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] <time/races>"))
return
player = get_player(user_id, args[0])
if args[1].lower() not in ['time', 'races']:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'Must provide a valid category: `time/races`'))
return
if args[1].lower() == 'time':
q_category = 't'
category = 'Time'
else:
q_category = 'gn'
category = 'Races'
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
data_x, data_y, max_point = [], [], 0
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
player_data = c.execute(
f"SELECT wpm, {q_category} FROM t_{player} ORDER by {q_category}"
)
for row in player_data:
if q_category == 't':
data_x.append(datetime.datetime.fromtimestamp(row[1]))
else:
data_x.append(row[1])
row_wpm = row[0]
max_point = max(max_point, row_wpm)
data_y.append(row_wpm)
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
length = len(data_x)
if length < 15:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
f"`{ctx.invoked_with}` requires at least 15 races to generate a graph"
))
return
elif length < 7500:
sma = length // 15
else:
sma = 500
moving_y = [sum(data_y[0:sma]) / sma]
moving_y += [sum(data_y[i - sma:i]) / sma for i in range(sma, length)]
moving_x = [data_x[0]] + data_x[sma:]
moving_y = reduce_list(moving_y)
moving_x = reduce_list(moving_x)
max_line = max(moving_y)
ax = plt.subplots()[1]
ax.scatter(data_x, data_y, marker='.', alpha=0.1, color='#000000')
ax.plot(moving_x, moving_y, color='#FF0000')
ax.set_title(
f"{player}'s WPM Over {category}\n(Moving Average of {sma} Races)")
if q_category == 't':
ax.set_xlabel('Date')
ax.set_xticks(ax.get_xticks()[::2])
formatter = mdates.DateFormatter("%b. %-d '%y")
ax.xaxis.set_major_formatter(formatter)
else:
ax.xaxis.set_major_formatter(
ticker.FuncFormatter(self.large_num_formatter))
ax.set_xlabel('Race #')
if max_point > 2 * max_line: ax.set_ylim(0, 2 * max_line)
ax.set_ylabel('WPM')
plt.grid(True)
file_name = f"WPM Over {category}.png"
graph_colors = get_graph_colors(user_id)
graph_color(ax, graph_colors, False)
plt.savefig(file_name, facecolor=ax.figure.get_facecolor())
races_over_time_picture = discord.File(file_name, filename=file_name)
await ctx.send(file=races_over_time_picture)
os.remove(file_name)
plt.close()
return
async def realspeed(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
account = account_information(user_id)
desslejusted, universe = account['desslejusted'], account['universe']
race_api_response = None
replay_url = ''
rs = ctx.invoked_with.lower() in ['realspeed'
] + get_aliases('realspeed')
lr = ctx.invoked_with.lower() in ['lastrace'] + get_aliases('lastrace')
raw = ctx.invoked_with.lower() in ['raw'] + get_aliases('raw')
if len(args) == 0 or (len(args) == 1 and args[0][0] == '-'):
args = check_account(user_id)(args)
if len(args) > 2 or len(args) == 0:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] [race_num]` or `{ctx.invoked_with} [url]"
))
return
race_num = 0
if len(args) == 2 and args[1][0] == '-':
try:
race_num = int(args[1])
args = (args[0], )
except ValueError:
pass
players = []
if len(args) == 1:
try:
args[0].index('result?')
replay_url = args[0]
urls = [replay_url]
except ValueError:
try:
player = get_player(user_id, args[0])
urls = [Urls().get_races(player, universe, 1)]
race_api_response = await fetch(urls, 'json')
last_race = race_api_response[0][0]['gn']
if race_num < 0:
last_race += race_num
race_api_response = None
else:
race_api_response = race_api_response[0][0]
replay_url = Urls().result(player, last_race, universe)
urls = [replay_url]
except:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information((
f"[**{player}**](https://data.typeracer.com/pit/race_history?user={player}&universe={universe}) "
"doesn't exist or has no races in the "
f"{href_universe(universe)} universe")))
return
elif len(args) == 2:
try:
player = get_player(user_id, args[0])
replay_url = Urls().result(player, int(args[1]), universe)
urls = [replay_url]
except ValueError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`race_num` must be a positive integer'))
return
try:
if raw:
responses = await fetch(urls, 'text', raw_typinglog_scraper)
else:
if not lr: urls, responses = self.check_cache(urls)
if urls:
responses = await fetch(urls, 'text', rs_typinglog_scraper,
True)
self.update_cache(responses)
responses = [
list(response.values())[0] for response in responses
]
result = responses[0]
if not result:
raise KeyError
if not race_api_response:
timestamp = result['timestamp']
player = result['player']
universe = result['universe']
race_api_response = await find_registered(
player, universe, result['race_number'], timestamp)
except:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information((
'`var typingLog` was not found in the requested URL;\n'
f"Currently linked to the {href_universe(universe)} universe\n\n"
)))
return
lagged = race_api_response['wpm']
try:
realspeeds = compute_realspeed(result['length'],
result['duration'], result['start'],
lagged, desslejusted, universe)
except ZeroDivisionError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
('∞ adjusted WPM')))
race_number, color = result['race_number'], MAIN_COLOR
title = f"Real Speeds for {player}'s {num_to_text(race_number)} Race"
description = f"**Universe:** {href_universe(universe)}\n"
if rs or raw:
start, unlagged, adjusted, ping, desslejusted_wpm = tuple(
realspeeds.values())
if ping <= 0:
color = 0xe0001a
description += f"{TR_WARNING} This score is reverse lagged {TR_WARNING}"
if raw:
start, unlagged, adjusted, ping, desslejusted_wpm = tuple(
realspeeds.values())
correction, adj_correction, length = result[
'correction'], result['adj_correction'], result['duration']
raw_unlagged = (length * unlagged) / (length - correction)
raw_adjusted = ((length - start) *
adjusted) / (length - start - adj_correction)
elif lr:
players.append([player, urls[0]] + list((realspeeds.values())))
for opponent in result['opponents']:
urls = ["https://data.typeracer.com/pit/" + opponent]
opponent_data = await fetch(urls, 'text', rs_typinglog_scraper)
result_ = opponent_data[0]
timestamp_ = result_['timestamp']
player_ = result_['player']
opponent_api_response = await find_registered(
player_, universe, result_['race_number'], timestamp_)
lagged_ = opponent_api_response['wpm']
try:
realspeeds = compute_realspeed(result_['length'],
result_['duration'],
result_['start'], lagged_,
False, universe)
players.append([player_, urls[0]] +
list((realspeeds.values())))
except ZeroDivisionError:
pass
embed = discord.Embed(title=title,
colour=discord.Colour(color),
url=replay_url,
description=description)
embed.set_thumbnail(
url=f"https://data.typeracer.com/misc/pic?uid=tr:{player}")
embed.set_footer(
text=
"Adjusted speed is calculated by removing the start time from the race"
)
value = f"\"{result['race_text']}\""
if len(value) > 1023:
value = value[0:1020] + "…\""
embed.add_field(
name=f"Quote (Race Text ID: {race_api_response['tid']})",
value=value,
inline=False)
cache_id(ctx.message.channel.id, race_api_response['tid'])
if rs or raw:
real_speeds = (f"**Lagged:** {f'{lagged:,}'} WPM "
f"({f'{round(unlagged - lagged, 2):,}'} WPM lag)\n"
f"**Unlagged:** {f'{unlagged:,}'} WPM"
f" ({f'{round(ping):,}'}ms ping)\n"
f"**Adjusted:** {f'{adjusted:,}'} WPM"
f" ({f'{start:,}'}ms start)")
if desslejusted:
real_speeds += f"\n**Desslejusted:** {f'{desslejusted_wpm:,}'} WPM"
if raw:
real_speeds += (
f"\n**Raw Unlagged:** {f'{round(raw_unlagged, 2):,}'} WPM "
f"({f'{correction:,}'}ms correction time, {round(100 * correction / length, 2)}%)"
f"\n**Raw Adjusted:** {f'{round(raw_adjusted, 3):,}'} WPM")
embed.add_field(name="Speeds", value=real_speeds, inline=False)
elif lr:
value = ''
players = sorted(players, key=lambda x: x[3], reverse=True)
for i, player in enumerate(players):
segment = (f"{NUMBERS[i]} "
f"[{player[0]}]({player[1]}) - "
f"{player[3]} unlagged WPM / "
f"{player[4]} adjusted WPM\n")
if len(value + segment) > 1024: break
value += segment
value = value[:-1]
embed.add_field(name='Ranks (ranked by unlagged WPM)',
value=value,
inline=False)
await ctx.send(embed=embed)
return
async def pbgraph(self, ctx, *args):
user_id = ctx.message.author.id
if len(args) <= 1: args = check_account(user_id)(args)
if len(args) == 1: args += ('races', )
if len(args) != 2:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] [time/races]"))
return
player = get_player(user_id, args[0])
if args[1].lower() not in {'time', 'races'}:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'Must provide a valid category: `time/races`'))
return
if args[1].lower() == 'time':
q_category = 't'
category = 'Time'
else:
q_category = 'gn'
category = 'Races'
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
data_x, data_y = [], []
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
player_data = c.execute(
f"SELECT {q_category}, wpm FROM t_{player}")
temp_x, temp_y = player_data.fetchone()
if q_category == 't':
data_x.append(datetime.datetime.fromtimestamp(temp_x))
else:
data_x.append(temp_x)
data_y.append(temp_y)
for row in player_data:
if data_y[-1] > row[1]: continue
if q_category == 't':
data_x.append(datetime.datetime.fromtimestamp(row[0]))
else:
data_x.append(row[0])
data_y.append(row[1])
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
data_x = reduce_list(data_x)
data_y = reduce_list(data_y)
ax = plt.subplots()[1]
ax.plot(data_x, data_y)
ax.set_title(f"{player}'s PBs Over {category}")
if q_category == 't':
ax.set_xlabel('Date')
ax.set_xticks(ax.get_xticks()[::2])
formatter = mdates.DateFormatter("%b. %-d '%y")
ax.xaxis.set_major_formatter(formatter)
else:
ax.set_xlabel('Race #')
ax.set_ylabel('WPM')
plt.grid(True)
file_name = f"PBs Over {category}.png"
graph_colors = get_graph_colors(user_id)
graph_color(ax, graph_colors, False)
plt.savefig(file_name, facecolor=ax.figure.get_facecolor())
races_over_time_picture = discord.File(file_name, filename=file_name)
await ctx.send(file=races_over_time_picture)
os.remove(file_name)
plt.close()
return
async def sessionstats(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 0: args = check_account(user_id)(args)
if len(args) == 0 or len(args) > 2:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] <seconds>"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
try:
if len(args) == 1:
session_length = 1800
else:
session_length = float(args[1])
if session_length <= 0:
raise ValueError
except ValueError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`seconds` must be a positive number'))
return
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
max_start, max_end, cur_start, cur_end = (0, ) * 4
max_tstart, max_tend, cur_tstart, cur_tend = (0, ) * 4
try:
user_data = c.execute(f"SELECT t FROM t_{player} ORDER BY t")
user_data = user_data.fetchall()
for i in range(1, len(user_data)):
if user_data[i][0] - user_data[i - 1][0] > session_length:
if cur_end - cur_start > max_end - max_start:
max_start, max_end = cur_start, cur_end
cur_end += 1
cur_start = cur_end
if user_data[cur_tend][0] - user_data[cur_tstart][0] > \
user_data[max_tend][0] - user_data[max_tstart][0]:
max_tstart, max_tend = cur_tstart, cur_tend
cur_tend += 1
cur_tstart = cur_tend
else:
cur_end += 1
cur_tend += 1
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
embed = discord.Embed(
title=
f"Session Stats for {player} ({seconds_to_text(session_length, True)} interval)",
color=discord.Color(MAIN_COLOR))
embed.set_thumbnail(url=Urls().thumbnail(player))
embed.add_field(
name='Highest Race Session',
value=
(f"{f'{max_end - max_start + 1:,}'} races in "
f"{seconds_to_text(user_data[max_end][0] - user_data[max_start][0])}"
))
embed.add_field(
name='Longest Session',
value=
(f"{f'{max_tend - max_tstart + 1:,}'} races in "
f"{seconds_to_text(user_data[max_tend][0] - user_data[max_tstart][0])}"
))
await ctx.send(embed=embed)
return
async def week(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
week = ctx.invoked_with in ['week'] + get_aliases('week')
month = ctx.invoked_with in ['month'] + get_aliases('month')
year = ctx.invoked_with in ['year'] + get_aliases('year')
if len(args) == 0: args = check_account(user_id)(args)
if len(args) == 0 or len(args) > 2:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] <date>"))
return
same_day = True
today = datetime.datetime.utcnow().date()
if len(args) == 2:
try:
parse_string = '%Y'
date_format = len(args[1].split('-'))
if date_format == 1:
pass
elif date_format == 2:
parse_string += '-%m'
elif date_format == 3:
parse_string += '-%m-%d'
else:
raise ValueError
today_temp = datetime.datetime.strptime(args[1],
parse_string).date()
if today_temp != today: same_day = False
if today_temp > today:
await ctx.send(content=f"<@{user_id}>",
embed=Error(
ctx, ctx.message).incorrect_format(
'`date` must not exceed today'))
return
today = today_temp
except ValueError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`date` must be in the yyyy-mm-dd format'))
return
if week:
normalizer = today.isocalendar()[2]
start_time = today - datetime.timedelta(days=normalizer - 1)
end_time = today + datetime.timedelta(days=7 - normalizer)
formatted_sort = 'Weekly'
elif month:
start_time = today.replace(day=1)
end_time = (today.replace(day=1) + datetime.timedelta(days=32)
).replace(day=1) - datetime.timedelta(days=1)
formatted_sort = 'Monthly'
elif year:
start_time = datetime.date(today.year, 1, 1)
end_time = datetime.date(today.year, 12, 31)
formatted_sort = 'Yearly'
delta_start = start_time
delta = end_time - start_time
start_time = (start_time - datetime.date(1970, 1, 1)).total_seconds()
end_time = (end_time - datetime.date(1970, 1, 1)).total_seconds()
end_time += 86400
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
urls = [Urls().get_races(player, 'play', 1)]
try:
api_response = await fetch(urls, 'json')
except:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist or has no races")))
return
file_name = f"t_{player}"
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(
f"SELECT * FROM t_{player} ORDER BY t DESC LIMIT 1")
last_race_timestamp = user_data.fetchone()[1]
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
data = await fetch_data(player, 'play', last_race_timestamp + 0.01,
end_time)
if data:
c.executemany(f"INSERT INTO {file_name} VALUES (?, ?, ?, ?, ?)",
data)
conn.commit()
data = c.execute(
f"""SELECT * FROM {file_name}
WHERE t > ? AND t < ?""", (
start_time,
end_time,
)).fetchall()
conn.close()
if week:
day_one = datetime.datetime.fromtimestamp(start_time).day
day_two = datetime.datetime.fromtimestamp(end_time - 86400).day
if day_one > day_two: format_string = '%B %-d, %Y'
else: format_string = '%-d, %Y'
title = (
f"Weekly ({datetime.datetime.fromtimestamp(start_time).strftime('%B %-d')}—"
f"{datetime.datetime.fromtimestamp(end_time - 86400).strftime(format_string)})"
)
elif month:
title = f"Monthly ({datetime.datetime.fromtimestamp(start_time).strftime('%B %Y')})"
elif year:
title = f"Yearly ({datetime.datetime.fromtimestamp(start_time).strftime('%Y')})"
title += f" Stats for {player}"
user_is_leader = await self.check_if_leader(
player,
formatted_sort.lower()[:-2])
if user_is_leader and same_day:
embed = discord.Embed(
title=title,
color=discord.Color(MAIN_COLOR),
url=Urls().user(player, 'play'),
description=f":crown: **{formatted_sort} Leader** :crown:")
else:
embed = discord.Embed(title=title,
color=discord.Color(MAIN_COLOR),
url=Urls().user(player, 'play'))
embed.set_thumbnail(url=Urls().thumbnail(player))
if not data:
embed.add_field(name='Average Speed', value='—')
embed.add_field(name='Races', value='0')
embed.add_field(name='Points', value='0')
await ctx.send(embed=embed)
return
texts_length = load_texts_json()
csv_dict = {}
for i in range(delta.days + 1):
csv_dict.update({
(delta_start + datetime.timedelta(days=i)).isoformat(): {
'races': 0,
'words_typed': 0,
'chars_typed': 0,
'points': 0,
'time_spent': 0,
'average_wpm': 0,
'best_wpm': 0,
'worst_wpm': 0
}
})
races, words_typed, chars_typed, points, retro, time_spent = (0, ) * 6
wpm_total, wpm_best, wpm_worst = (0, ) * 3
for row in data:
date = datetime.datetime.fromtimestamp(row[1]).date().isoformat()
text_id = str(row[2])
wpm = row[3]
races += 1
words_typed_ = texts_length.get(text_id, {"word count": 0})['word count']
chars_typed_ = texts_length.get(text_id, {"length": 0})['length']
words_typed += words_typed_
chars_typed += chars_typed_
wpm_total += wpm
if not wpm_best or wpm_best < wpm: wpm_best = wpm
if not wpm_worst or wpm_worst > wpm: wpm_worst = wpm
csv_day = csv_dict[date]
csv_day['races'] += 1
csv_day['words_typed'] += words_typed_
csv_day['chars_typed'] += chars_typed_
csv_day['average_wpm'] = (csv_day['average_wpm'] *\
(csv_day['races'] - 1) + wpm) /\
csv_day['races']
if not csv_day['best_wpm'] or csv_day['best_wpm'] < wpm:
csv_day['best_wpm'] = wpm
if not csv_day['worst_wpm'] or csv_day['worst_wpm'] > wpm:
csv_day['worst_wpm'] = wpm
if row[4] == 0:
retro_ = row[3] / 60 * texts_length.get(text_id, {"word count": 0})['word count']
retro += retro_
csv_day['points'] += row[4]
else:
points += row[4]
csv_day['points'] += row[4]
try:
time_spent_ = 12 * texts_length.get(text_id, {"length": 0})['length'] / row[3]
time_spent += time_spent_
csv_day['time_spent'] += time_spent_
except ZeroDivisionError:
races -= 1
csv_day['races'] -= 1
pass
today = time.time() if time.time() < end_time else end_time
num_days = (today - start_time) / 86400
retro_text = f"**Retroactive Points:** {f'{round(retro):,}'}\n" if retro else ""
if retro_text:
embed.set_footer(text=(
'Retroactive points represent the total number of points '
'a user would have gained, before points were introduced '
'in 2017'))
embed.add_field(
name='Races',
value=
(f"**Total Races:** {f'{races:,}'}\n"
f"**Average Daily Races:** {f'{round(races / num_days, 2):,}'}\n"
f"**Total Words Typed:** {f'{words_typed:,}'}\n"
f"**Average Words Per Race:** {f'{round(words_typed / races, 2):,}'}\n"
f"**Total Chars Typed:** {f'{chars_typed:,}'}\n"
f"**Average Chars Per Race: **{f'{round(chars_typed / races, 2):,}'}"
))
embed.add_field(
name='Points',
value=
(f"**Points:** {f'{round(points):,}'}\n"
f"**Average Daily Points:** {f'{round(points / num_days, 2):,}'}\n"
f"**Average Points Per Race:** {f'{round((points + retro) / races, 2):,}'}\n"
f"{retro_text}"
f"**Total Points:** {f'{round(points + retro):,}'}"))
embed.add_field(
name='Speed',
value=
(f"**Average (Lagged):** {f'{round(wpm_total / races, 2):,}'} WPM\n"
f"**Fastest Race:** {f'{wpm_best:,}'} WPM\n"
f"**Slowest Race:** {f'{wpm_worst:,}'} WPM"),
inline=False)
embed.add_field(
name='Time',
value=
(f"**Total Time Spent Racing:** {seconds_to_text(time_spent)}\n"
f"**Average Daily Time:** {seconds_to_text(time_spent / num_days)}\n"
f"**Average Time Per Race:** {seconds_to_text(time_spent / races)}"
))
if ctx.invoked_with[-1] == '*':
csv_data = [['date'] + list(next(iter(csv_dict.values())).keys())]
for key, value in csv_dict.items():
values = [round(i, 2) for i in list(value.values())]
csv_data.append([key] + values)
with open('temporary.csv', 'w') as csvfile:
writer = csv.writer(csvfile)
writer.writerows(csv_data)
title_ = title.split(' (')
await ctx.send(file=discord.File(
'temporary.csv',
f"{player}_{title_[0].lower()}_{title_[1].split(')')[0].lower()}.csv"
),
embed=embed)
os.remove('temporary.csv')
return
await ctx.send(embed=embed)
return
async def medals(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 0: args = check_account(user_id)(args)
if len(args) != 1:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(
ctx, ctx.message).parameters(f"{ctx.invoked_with} [user]"))
player = get_player(user_id, args[0])
try:
urls = [Urls().user(player, 'play')]
response = (await fetch(urls, 'text'))[0]
soup = BeautifulSoup(response, 'lxml')
rows = soup.select("table[class='personalInfoTable']")[0].select(
'tr')
except:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({urls[0]}) "
"doesn't exist")))
return
medals = []
for row in rows:
cells = row.select('td')
if len(cells) < 2: continue
if cells[0].text.strip() == "Awards":
medals = cells[1].select('img')
break
breakdown = {
"g": {
1: 0,
2: 0,
3: 0
},
"d": {
1: 0,
2: 0,
3: 0
},
"w": {
1: 0,
2: 0,
3: 0
},
"m": {
1: 0,
2: 0,
3: 0
},
"y": {
1: 0,
2: 0,
3: 0
}
}
for medal in medals:
title = medal['title']
breakdown["g"][int(title[0])] += 1
breakdown[title[17]][int(title[0])] += 1
general = list(breakdown['g'].values())
daily = list(breakdown['d'].values())
weekly = list(breakdown['w'].values())
monthly = list(breakdown['m'].values())
yearly = list(breakdown['y'].values())
if not sum(general):
embed = discord.Embed(title=f"Medal Stats for {player}",
colour=discord.Colour(MAIN_COLOR),
description="It's empty here.")
embed.set_thumbnail(url=Urls().thumbnail(player))
await ctx.send(embed=embed)
return
embed = discord.Embed(title=f"Medals Stats for {player}",
colour=discord.Colour(MAIN_COLOR))
embed.set_thumbnail(url=Urls().thumbnail(player))
helper_constructor = lambda count: (f"**Total: **{sum(count)}\n"
f":first_place: x {count[0]}\n"
f":second_place: x {count[1]}\n"
f":third_place: x {count[2]}")
embed.add_field(name="General",
value=helper_constructor(general),
inline=False)
if sum(daily):
embed.add_field(name="Daily",
value=helper_constructor(daily),
inline=True)
if sum(weekly):
embed.add_field(name="Weekly",
value=helper_constructor(weekly),
inline=True)
if sum(monthly):
embed.add_field(name="Monthly",
value=helper_constructor(monthly),
inline=True)
if sum(yearly):
embed.add_field(name="Yearly",
value=helper_constructor(yearly),
inline=True)
await ctx.send(embed=embed)
return
async def marathon(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
if len(args) == 0:
args = check_account(user_id)(args) + (86400, 'races')
elif len(args) == 1:
args += (86400, 'races')
elif len(args) == 2:
args += ('races', )
if len(args) != 3:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] <seconds> <races/points>"))
return
player = get_player(user_id, args[0])
if escape_sequence(player):
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information(
(f"[**{player}**]({Urls().user(player, 'play')}) "
"doesn't exist")))
return
try:
session_length = float(args[1])
if session_length <= 0:
raise ValueError
except ValueError:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'`seconds` must be a positive number'))
return
category = args[2].lower()
if not category in ['races', 'points']:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
"`category` must be `races/points`"))
return
conn = sqlite3.connect(DATABASE_PATH)
c = conn.cursor()
try:
user_data = c.execute(
f"SELECT * FROM t_{player} ORDER BY t").fetchall()
except sqlite3.OperationalError:
conn.close()
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).not_downloaded())
return
conn.close()
length = len(user_data)
if category == 'races':
cur_min, max_start, max_end = (0, ) * 3
for i in range(0, length):
if user_data[i][1] - user_data[cur_min][1] >= session_length:
if i - cur_min > max_end - max_start:
max_start, max_end = cur_min, i
while user_data[i][1] - user_data[cur_min][1] > session_length:
cur_min += 1
if length - cur_min - 1 > max_end - max_start:
max_start, max_end = cur_min, length
elif category == 'points':
cur_min, max_start, max_end, cur_points, max_points = (0, ) * 5
for i in range(0, length):
cur_points += user_data[i][4]
if user_data[i][1] - user_data[cur_min][1] >= session_length:
if cur_points > max_points:
max_start, max_end, max_points = cur_min, i, cur_points
while user_data[i][1] - user_data[cur_min][1] > session_length:
cur_points -= user_data[cur_min][4]
cur_min += 1
if cur_points + user_data[length - 1][4] > max_points:
max_start, max_end = cur_min, length
races, seconds_played, chars_typed, words_typed, points, wpm_sum, wpm_max = (
0, ) * 7
wpm_min = 100000
text_data = load_texts_json()
for i in range(max_start, max_end):
races += 1
cur = user_data[i]
wpm = cur[3]
tid = str(cur[2])
wpm_sum += wpm
wpm_min = min(wpm, wpm_min)
wpm_max = max(wpm, wpm_max)
words = text_data[tid]['word count']
chars = text_data[tid]['length']
words_typed += words
chars_typed += chars
seconds_played += 12 * chars / wpm
points += cur[4]
if cur[4] == 0:
points += wpm * words / 60
f_category = {'races': 'Races', 'points': 'Points'}[category]
max_end -= 1
embed = discord.Embed(
title=(f"{f_category} Marathon Stats for {player} "
f"({seconds_to_text(session_length, True)} period)"),
color=discord.Color(MAIN_COLOR))
embed.set_thumbnail(url=Urls().thumbnail(player))
embed.set_footer(text=(
f"First Race (#{f'{max_start + 1:,}'}): {datetime.datetime.fromtimestamp(user_data[max_start][1]).strftime('%B %-d, %Y, %-I:%M:%S %p')} | "
"Retroactive points represent the total number of "
"points a user would have gained, before points were introduced in 2017"
))
embed.add_field(
name='Races',
value=
(f"**Total Races:** {f'{races:,}'}\n"
f"**Total Words Typed:** {f'{words_typed:,}'}\n"
f"**Average Words Per Races:** {f'{round(words_typed / races, 2):,}'}\n"
f"**Total Chars Typed:** {f'{chars_typed:,}'}\n"
f"**Average Chars Per Race:** {f'{round(chars_typed / races, 2):,}'}\n"
f"**Total Time Spent Racing:** {seconds_to_text(seconds_played)}\n"
f"**Total Time Elapsed:** {seconds_to_text(user_data[max_end][1] - user_data[max_start][1])}\n"
f"**Average Time Per Race:** {seconds_to_text(seconds_played / races)}"
),
inline=False)
embed.add_field(
name='Points (Retroactive Included)',
value=
(f"**Total Points:** {f'{round(points):,}'}\n"
f"**Average Points Per Race:** {f'{round(points / races, 2):,}'}\n"
),
inline=False)
embed.add_field(
name='Speed',
value=
(f"**Average (Lagged):** {f'{round(wpm_sum / races, 2):,}'} WPM\n"
f"**Fastest Race:** {f'{wpm_max:,}'} WPM\n"
f"**Slowest Race:** {f'{wpm_min:,}'} WPM"),
inline=False)
await ctx.send(embed=embed)
return
async def realspeedaverage(self, ctx, *args):
user_id = ctx.message.author.id
MAIN_COLOR = get_supporter(user_id)
account = account_information(user_id)
desslejusted, universe = account['desslejusted'], account['universe']
race_api_response = None
replay_url = ''
redact = not ctx.invoked_with[-1] == '*'
rawsa = 'raw' in ctx.invoked_with
if len(args) == 0 or (len(args) == 1 and len(args[0]) < 4):
args = check_account(user_id)(args)
if len(args) > 3 or len(args) == 0:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).parameters(
f"{ctx.invoked_with} [user] <first_race> <last_race>"))
return
try:
player = get_player(user_id, args[0])
urls = [Urls().get_races(player, universe, 1)]
race_api_response = (await fetch(urls, 'json'))[0][0]
last_race = int(race_api_response['gn'])
except:
await ctx.send(content = f"<@{user_id}>",
embed = Error(ctx, ctx.message)
.missing_information((f"[**{player}**](https://data.typeracer.com/pit/race_history?user={player}&universe={universe}) "
"doesn't exist or has no races in the " \
f"{href_universe(universe)} universe")))
return
invalid = False
if len(args) == 1:
if last_race < 10:
first_race = 1
else:
first_race = last_race - 9
elif len(args) == 2:
try:
num = int(args[1])
first_race = last_race - num + 1
except ValueError:
invalid = True
elif len(args) == 3:
try:
first_race, last_race = int(args[1]), int(args[2])
except ValueError:
invalid = True
race_interval = last_race - first_race
if first_race <= 0 or last_race <= 0 or race_interval <= 0:
invalid = True
if invalid:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).incorrect_format(
'The number of races must be a positive integer'))
return
if race_interval >= 10 and not user_id in BOT_ADMIN_IDS:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).lacking_permissions(
'You may only request up to 10 races'))
return
elif race_interval >= 10 and not user_id in BOT_OWNER_IDS:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).lacking_permissions(
'You may only request up to 10 races'))
return
elif race_interval >= 500:
await ctx.send(content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).lacking_permissions(
'You may only request up to 500 races'))
return
urls = []
for i in range(first_race, last_race + 1):
replay_url = Urls().result(player, i, universe)
urls.append(replay_url)
responses = []
urls, responses = self.check_cache(urls, True)
if urls:
new_responses = await fetch(urls, 'text', raw_typinglog_scraper,
True)
self.update_cache(new_responses)
new_responses = [
list(response.values())[0] for response in new_responses
]
responses += new_responses
responses = [i for i in responses if i]
if len(responses) == 0:
await ctx.send(
content=f"<@{user_id}>",
embed=Error(ctx, ctx.message).missing_information((
'`var typingLog` was not found in any of the races;\n'
f"Currently linked to the {href_universe(universe)} universe\n\n"
)))
return
responses = sorted(responses,
key=lambda x: int(x['race_number']),
reverse=True)
urls = [
Urls().get_races(player, universe, responses[-1]['timestamp'] - 1,
responses[0]['timestamp'] + 1)
]
race_api_responses = (await fetch(urls, 'json'))[0]
race_api_responses = sorted(race_api_responses,
key=lambda x: x['gn'],
reverse=True)
computed_responses = []
j = 0
lagged_sum, unlagged_sum, adjusted_sum, ping_sum = (0, ) * 4
start_sum, desslejusted_sum, lag_sum, reverse_lag_count = (0, ) * 4
raw_unlagged_sum, raw_adjusted_sum, correction_time_sum, correction_percentage_sum = (
0, ) * 4
for i in range(0, len(race_api_responses)):
response, race_api_response = responses[j], race_api_responses[i]
if response['race_number'] == race_api_response['gn']:
j += 1
try:
realspeeds = compute_realspeed(response['length'],
response['duration'],
response['start'],
race_api_response['wpm'],
desslejusted, universe)
computed_responses.append({
'url':
Urls().result(player, response['race_number'],
universe),
'race_number':
response['race_number'],
'lagged':
race_api_response['wpm'],
'unlagged':
realspeeds['unlagged'],
'adjusted':
realspeeds['adjusted'],
'ping':
realspeeds['ping'],
'start':
realspeeds['start'],
'desslejusted':
realspeeds['desslejusted']
})
lagged_sum += race_api_response['wpm']
unlagged_sum += realspeeds['unlagged']
adjusted_sum += realspeeds['adjusted']
ping_sum += realspeeds['ping']
start_sum += realspeeds['start']
lag_sum += realspeeds['unlagged'] - race_api_response['wpm']
if realspeeds['ping'] <= 0:
reverse_lag_count += 1
if desslejusted:
desslejusted_sum += realspeeds['desslejusted']
if rawsa:
correction, adj_correction, length = response[
'correction'], response[
'adj_correction'], response['duration']
raw_unlagged = (length * realspeeds['unlagged']) / (
length - correction)
raw_adjusted = (
(length - realspeeds['start']) *
realspeeds['adjusted']) / (
length - realspeeds['start'] - adj_correction)
computed_responses[-1].update({
'raw_unlagged':
raw_unlagged,
'raw_adjusted':
raw_adjusted,
'correction_time':
correction,
'correction_percentage':
round(100 * correction / length, 2)
})
raw_unlagged_sum += raw_unlagged
raw_adjusted_sum += raw_adjusted
correction_time_sum += correction
correction_percentage_sum += 100 * correction / length
except ZeroDivisionError:
continue
else:
continue
description = f"**Universe:** {href_universe(universe)}\n\n"
if reverse_lag_count:
color = 0xe0001a
description += (
f"{TR_WARNING} This interval contains "
f"{reverse_lag_count} reverse lagged score(s) {TR_WARNING}\n")
else:
color = MAIN_COLOR
race_count = len(computed_responses)
title = f"""Real Speed Average for {player} (Races {f"{responses[-1]['race_number']:,}"} to {f"{responses[0]['race_number']:,}"})"""
real_speeds = f"**Lagged Average:** {f'{round(lagged_sum / race_count, 2):,}'} WPM\n"
delays = (
f"**Average Lag:** {f'{round(lag_sum / race_count, 2):,}'} WPM\n"
f"**Average Ping:** {f'{round(ping_sum / race_count, 3):,}'}ms\n"
f"**Average Start:** {f'{round(start_sum / race_count, 3):,}'}ms")
real_speeds += f"**Unlagged Average:** {f'{round(unlagged_sum / race_count, 2):,}'} WPM\n"
real_speeds += f"**Adjusted Average:** {f'{round(adjusted_sum / race_count, 3):,}'} WPM"
if desslejusted:
real_speeds += f"\n**Desslejusted Average:** {f'{round(desslejusted_sum / race_count, 3):,}'} WPM"
if rawsa:
real_speeds += f"\n**Raw Unlagged Average:** {f'{round(raw_unlagged_sum / race_count, 3):,}'} WPM"
real_speeds += f"\n**Raw Adjusted Average:** {f'{round(raw_adjusted_sum / race_count, 3):,}'} WPM"
delays += f"\n**Correction Time:** {f'{round(correction_time_sum / race_count):,}'}ms"
delays += f" ({round(correction_percentage_sum / race_count, 2)}%)"
if race_count >= 20 or redact:
delays = f"\n{delays}"
if not redact:
csv_data = [list(computed_responses[0].keys())[1:]]
csv_data += [
list(computed_response.values())[1:]
for computed_response in computed_responses
]
filename = f"{player}_real_speed_average_{responses[-1]['race_number']}_to_{responses[0]['race_number']}.csv"
with open(filename, 'w') as csvfile:
writer = csv.writer(csvfile)
writer.writerows(csv_data)
file_ = discord.File(filename, filename)
if description:
embed = discord.Embed(title=title,
color=discord.Color(color),
description=description)
else:
embed = discord.Embed(title=title, color=discord.Color(color))
embed.set_thumbnail(
url=f"https://data.typeracer.com/misc/pic?uid=tr:{player}")
embed.set_footer(
text=
"(Adjusted speed is calculated by removing the start time from the race)"
)
embed.add_field(name="Speed", value=real_speeds, inline=False)
embed.add_field(name="Delays", value=delays, inline=False)
if not redact:
await ctx.send(file=file_,
content=f"<@{user_id}>",
embed=embed)
os.remove(filename)
else:
await ctx.send(content=f"<@{user_id}>", embed=embed)
return
embed = discord.Embed(
title=title,
color=discord.Colour(color),
description=
f"{description}**Speed**\n{real_speeds}\n**Delays**\n{delays}")
for computed_response in computed_responses:
name = f"""Real Speeds for Race #{f"{computed_response['race_number']:,}"}"""
if computed_response['ping'] < 0:
name += f" {TR_WARNING} Reverse Lagged {TR_WARNING}"
value = (
f"""**Lagged Speed:** {f"{round(computed_response['lagged'], 2)}"} WPM """
f"""({f"{round(computed_response['unlagged'] - computed_response['lagged'], 2):,}"} WPM lag) """
f"""[:cinema:]({computed_response['url']})\n"""
f"""**Unlagged Speed:** {f"{round(computed_response['unlagged'], 2):,}"} WPM """
f"""({f"{round(computed_response['ping']):,}"}ms ping)\n"""
f"""**Adjusted Speed:** {f"{round(computed_response['adjusted'], 3):,}"} WPM """
f"""({f"{round(computed_response['start'], 3):,}"}ms start)""")
if desslejusted:
value += f"""\n**Desslejusted Speed:** {f"{round(computed_response['desslejusted'], 3):,}"} WPM"""
embed.add_field(name=name, value=value, inline=False)
await ctx.send(embed=embed)
return
