def get_karma_received_breakdown(uid, raw_events=None):
if not raw_events:
raw_events = db.get_karma_received_raw(uid)
return get_karma_breakdown_from_events(raw_events, "given_by")
def get_karma_received_dates(uid, raw_events=None):
if not raw_events:
raw_events = db.get_karma_received_raw(uid)
return get_date_range_from_events(raw_events)
def get_karma_breakdown_user(uid, command_type, guild):
me = guild.get_member(int(uid))
given_raw = db.get_karma_given_raw(uid)
received_raw = db.get_karma_received_raw(uid)
if not received_raw:
return None, None
# Get the breakdown of who + and -d your karma
given_breakdown = sh.get_karma_given_breakdown(uid, given_raw)
received_breakdown = sh.get_karma_received_breakdown(uid, received_raw)
# Order the breakdowns
given_breakdown_nice = sorted(given_breakdown,
key=lambda user: user["totals"]["positive"],
reverse=True)
given_breakdown_bulli = sorted(given_breakdown,
key=lambda user: user["totals"]["negative"],
reverse=True)
received_breakdown_nice = sorted(
received_breakdown,
key=lambda user: user["totals"]["positive"],
reverse=True)
received_breakdown_bulli = sorted(
received_breakdown,
key=lambda user: user["totals"]["negative"],
reverse=True)
# Net gained and lost per day, on the days you received karma
received_dates = sh.get_karma_received_dates(uid, received_raw)
# Get all the karma to figure out an overall ranking
karma_list = db.get_all_karma()
sorted_karma = sorted(karma_list, key=lambda k: k.karma, reverse=True)
karma_position_list = [
i for i, v in enumerate(sorted_karma) if v.discord_id == uid
]
karma_position = karma_position_list[0] + 1 if len(
karma_position_list) > 0 else 0
# Get for each current karma user how much they've given and taken away
karma_users_given_totals = [{
"discord_id":
karma.discord_id,
"totals":
sh.get_karma_given_total(karma.discord_id)
} for karma in karma_list]
karma_users_given_totals_nice = sorted(
karma_users_given_totals,
key=lambda user: user["totals"]["positive"],
reverse=True)
karma_users_given_totals_bulli = sorted(
karma_users_given_totals,
key=lambda user: user["totals"]["negative"],
reverse=True)
given = next(
(user
for user in karma_users_given_totals if user["discord_id"] == uid),
None)
given_totals = given["totals"]
# Get for each current karma user how much they've received and had removed
karma_users_received_totals = [{
"discord_id":
karma.discord_id,
"totals":
sh.get_karma_received_total(karma.discord_id)
} for karma in karma_list]
karma_users_received_totals_nice = sorted(
karma_users_received_totals,
key=lambda user: user["totals"]["positive"],
reverse=True)
karma_users_received_totals_bulli = sorted(
karma_users_received_totals,
key=lambda user: user["totals"]["negative"],
reverse=True)
received = next(
(user
for user in karma_users_received_totals if user["discord_id"] == uid),
None)
received_totals = received["totals"]
# Ready to build ...
output = discord.Embed(title=f'Stats Summary for {me.name}',
colour=discord.Colour.purple())
if (command_type in ['received', 'all']):
output.add_field(
name='Karma Collector :crown:',
value="You've gained **{} karma**, and lost **{} karma**, making for a total of **{} karma**, putting you at overall position **#{}**.".\
format(received_totals["positive"],
received_totals["negative"],
received_totals["positive"] - received_totals["negative"],
karma_position
),
inline=False
)
output.add_field(
name='Karma Climb :chart_with_upwards_trend: (karma gained rank)',
value="Position: **#{}**".format(
karma_users_received_totals_nice.index(received) + 1),
inline=True)
output.add_field(
name='Karma Crash :chart_with_downwards_trend: (karma lost rank)',
value="Position: **#{}**".format(
karma_users_received_totals_bulli.index(received) + 1),
inline=True)
karma_companions = build_ranking(received_breakdown_nice, "positive",
guild)
karma_killers = build_ranking(received_breakdown_bulli, "negative",
guild)
output.add_field(
name='Karma Companions :heart_eyes: (gave the most karma to you)',
value=karma_companions,
inline=True)
output.add_field(
name='Karma Killers :skull: (took the most karma from you)',
value=karma_killers,
inline=True)
if (command_type in ['given', 'all']):
output.add_field(
name='Karma Circulator :repeat:',
value="You've given **{} karma**, and taken **{} karma**, making for a total of **{} +/- karma** distributed".\
format(given_totals["positive"],
given_totals["negative"],
given_totals["positive"] + given_totals["negative"],
)
+ " (or **{:.2%}** of total karma transactions)".\
format((given_totals["positive"] + given_totals["negative"]) / db.get_all_karma_events_count()),
inline=False
)
output.add_field(
name='Karma Conferred :ok_woman: (karma given rank)',
value=
f'Position: **#{karma_users_given_totals_nice.index(given) + 1}**',
inline=True)
output.add_field(
name='Karma Clobbered :no_good: (karma taken rank)',
value=
f'Position: **#{karma_users_given_totals_bulli.index(given) + 1}**',
inline=True)
karma_contributions = build_ranking(given_breakdown_nice, "positive",
guild)
karma_killed = build_ranking(given_breakdown_bulli, "negative", guild)
output.add_field(
name='Karma Contributions :gift: (you gave the most karma to)',
value=karma_contributions,
inline=True)
output.add_field(
name=
'Karma Killed :regional_indicator_f: (you took the most karma from)',
value=karma_killed,
inline=True)
img_file = None
if (command_type in ['bff', 'all']):
# Get BFF
bff, bff_score, err = calculate_bff(uid, {uid: given_breakdown})
output.add_field(
name=':sparkling_heart: Karma BFF :sparkling_heart:',
value=err if err else
"Your BFF is **{}**, with a BFF score of **{:.2f}**".format(
get_username(bff, guild), bff_score),
inline=False)
if (command_type in ['graph', 'all']):
# Graph time
x_coords, y_coords = zip(*((point["date"], point["diff"]["positive"] -
point["diff"]["negative"])
for point in received_dates))
max_karma = max(y_coords)
accumulated = list(accumulate(y_coords))
buffer = generate_graph([(me, x_coords, accumulated)],
f'Karma over time for {me.name}')
img_file = discord.File(buffer, filename="stats.png")
output.set_image(url="attachment://stats.png")
output.add_field(
name='Karma Chart :bar_chart:',
value='Below is a graph of your karma over time.' +
('' if max_karma <= 0 else
f' Your max karma earned on a day is **{max_karma}**. Wow!'),
inline=False)
return output, img_file
def get_karma_received_total(uid, raw_events=None):
if not raw_events:
raw_events = db.get_karma_received_raw(uid)
return get_karma_total_from_events(raw_events)
def get_karma_breakdown_server(command_type, guild):
# Go and fetch every single person
karma_list = db.get_all_karma()
if not karma_list:
return None, None
sorted_karma = sorted(karma_list, key=lambda k: k.karma, reverse=True)
raw = {}
totals = {}
breakdowns = {}
dates = {}
# For each person in the server, break it down into karma given / received
for karma in karma_list:
uid = karma.discord_id
raw[uid] = {}
given = db.get_karma_given_raw(uid)
received = db.get_karma_received_raw(uid)
raw[uid]["given"] = given,
raw[uid]["received"] = received
breakdowns[uid] = {}
breakdowns[uid]["given"] = sh.get_karma_given_breakdown(uid, given)
breakdowns[uid]["received"] = sh.get_karma_received_breakdown(
uid, received)
dates[uid] = {}
dates[uid]["given"] = sh.get_karma_given_dates(uid, given)
dates[uid]["received"] = sh.get_karma_given_dates(uid, received)
# This code is a copy pasta of part of what is in the user break, so really they should be merged
# Get for each current karma user how much they've given and taken away
karma_users_given_totals = [{
"discord_id":
karma.discord_id,
"totals":
sh.get_karma_given_total(karma.discord_id)
} for karma in karma_list]
karma_users_given_totals_nice = sorted(
karma_users_given_totals,
key=lambda user: user["totals"]["positive"],
reverse=True)
karma_users_given_totals_bulli = sorted(
karma_users_given_totals,
key=lambda user: user["totals"]["negative"],
reverse=True)
# Get for each current karma user how much they've received and had removed
karma_users_received_totals = [{
"discord_id":
karma.discord_id,
"totals":
sh.get_karma_received_total(karma.discord_id)
} for karma in karma_list]
karma_users_received_totals_nice = sorted(
karma_users_received_totals,
key=lambda user: user["totals"]["positive"],
reverse=True)
karma_users_received_totals_bulli = sorted(
karma_users_received_totals,
key=lambda user: user["totals"]["negative"],
reverse=True)
karma_users_given_top_nice = []
karma_users_given_top_bulli = []
# Get the top karma given for each person
for uid, breakdown in breakdowns.items():
if breakdown["given"]:
karma_users_given_top_nice.append(
(uid,
max(breakdown["given"],
key=lambda user: user["totals"]["positive"])))
karma_users_given_top_bulli.append(
(uid,
max(breakdown["given"],
key=lambda user: user["totals"]["negative"])))
karma_users_given_top_nice = sorted(
karma_users_given_top_nice,
key=lambda pair: pair[1]["totals"]["positive"],
reverse=True)
karma_users_given_top_bulli = sorted(
karma_users_given_top_bulli,
key=lambda pair: pair[1]["totals"]["negative"],
reverse=True)
# Ready to build ...
output = discord.Embed(title=f'Stats Summary for {guild.name}',
colour=discord.Colour.purple())
img_file = None
if (command_type in ['received', 'all']):
top_score = get_username(sorted_karma[0].discord_id, guild)
top_karma = sorted_karma[0].karma
text = f'The current top karma user is **{top_score}**, with **{top_karma}** karma.'
if len(sorted_karma) > 1:
second_score = get_username(sorted_karma[1].discord_id, guild)
second_karma = sorted_karma[1].karma
diff = top_karma - second_karma
text += f' **{second_score}** is **{diff}** karma behind them, with **{second_karma}** karma.'
output.add_field(name='Karma Collector :crown:',
value=text,
inline=False)
rec_positive_ranking = build_ranking(karma_users_received_totals_nice,
"positive", guild)
rec_negative_ranking = build_ranking(karma_users_received_totals_bulli,
"negative", guild)
output.add_field(
name=
'Karma Climb :chart_with_upwards_trend: (most karma gained rank)',
value=rec_positive_ranking,
inline=True)
output.add_field(
name=
'Karma Crash :chart_with_downwards_trend: (most karma lost rank)',
value=rec_negative_ranking,
inline=True)
output.add_field(
name='Karma Companions :heart_eyes: / Karma Killers :skull:',
value=
'For information about karma received / removed, please see the mirrored given stats.',
inline=False)
if (command_type in ['given', 'all']):
total_given_positive = 0
total_given_negative = 0
for total in karma_users_given_totals:
total_given_positive += total["totals"]["positive"]
total_given_negative += total["totals"]["negative"]
correct_sum = db.get_all_karma_events_count()
sorted_totals = sorted(karma_users_given_totals,
key=lambda user: user["totals"]["positive"] +
user["totals"]["negative"],
reverse=True)
top_given_score = get_username(sorted_totals[0]["discord_id"], guild)
top_given_total = sorted_totals[0]["totals"][
"positive"] + sorted_totals[0]["totals"]["negative"]
given_text = "**{}** has been given, and **{}** has been taken, making for a total of **{} +/- karma** distributed.\n".format(
total_given_positive, total_given_negative, correct_sum)
given_text += "**{}** has moved the most karma, with **{} +/- karma** (or **{:.2%}** of total karma transactions).".format(
top_given_score, top_given_total, top_given_total / correct_sum)
if len(sorted_totals) > 1:
second_given_score = get_username(sorted_totals[1]["discord_id"],
guild)
second_given_total = sorted_totals[1]["totals"][
"positive"] + sorted_totals[1]["totals"]["negative"]
given_diff = top_given_total - second_given_total
given_text += "\n**{}** is **{}** karma behind them, with with **{} +/- karma** (or **{:.2%}** of total karma transactions).".format(
second_given_score, given_diff, second_given_total,
second_given_total / correct_sum)
output.add_field(name='Karma Circulator :repeat:',
value=given_text,
inline=False)
given_positive_ranking = build_ranking(karma_users_given_totals_nice,
"positive", guild)
given_negative_ranking = build_ranking(karma_users_given_totals_bulli,
"negative", guild)
output.add_field(
name='Karma Conferred :ok_woman: (most karma given rank)',
value=given_positive_ranking,
inline=True)
output.add_field(
name='Karma Clobbered :no_good: (most karma taken rank)',
value=given_negative_ranking,
inline=True)
karma_contributions = build_relo_ranking(karma_users_given_top_nice,
"positive", guild)
karma_killed = build_relo_ranking(karma_users_given_top_bulli,
"negative", guild)
output.add_field(
name=
'Karma Contributions :gift: (people who have given most karma to someone else)',
value=karma_contributions,
inline=True)
output.add_field(
name=
'Karma Killed :regional_indicator_f: (people who have taken most karma from someone else)',
value=karma_killed,
inline=True)
if (command_type in ['bff', 'all']):
# Get all BFFs
# Not transitive so we have to do it this way
top_friend = None
top_friends_friend = None
top_friend_score = 0
positive_impact_cache = {}
given_breakdown_cache = {}
for uid in breakdowns.keys():
given_breakdown_cache[uid] = breakdowns[uid]["given"]
for karma in karma_list:
name = get_username(karma.discord_id, guild)
bff, bff_score, err = calculate_bff(karma.discord_id,
given_breakdown_cache,
positive_impact_cache)
if not err:
if bff_score > top_friend_score:
top_friend = name
top_friend_score = bff_score
top_friends_friend = get_username(bff, guild)
if top_friend_score == 0:
# Wow, nobody has BFFs cause everyone is rude
value = "Sorry, top BFF can't be calculated as there is no pair that has positively impacted each other."
else:
value = "The best BFF pair is **{}** and **{}**, with a whopping score of **{:.2f}**".format(
top_friend, top_friends_friend, top_friend_score)
output.add_field(name=':sparkling_heart: Karma BFF :sparkling_heart:',
value=value,
inline=False)
if (command_type in ['graph', 'all']):
graph_points = []
karma_days = {}
for karma in karma_list:
user = guild.get_member(int(karma.discord_id))
name = get_username(karma.discord_id, guild)
received_dates = dates[karma.discord_id]["received"]
if received_dates:
for day in received_dates:
if day["date"] not in karma_days:
karma_days[day["date"]] = 0
karma_days[day["date"]] += day["diff"]["positive"] + day[
"diff"]["negative"]
x_coords, y_coords = zip(*((point["date"],
point["diff"]["positive"] -
point["diff"]["negative"])
for point in received_dates))
accumulated = list(accumulate(y_coords))
graph_points.append((user, x_coords, accumulated))
max_day = max(karma_days, key=karma_days.get)
max_amount = karma_days[max_day]
buffer = generate_graph(graph_points, 'Karma over time for server',
True)
img_file = discord.File(buffer, filename="stats.png")
output.set_image(url="attachment://stats.png")
output.add_field(
name='Karma Chart :bar_chart:',
value=
f'Below is a graph of the karma over time for the server. The day with the biggest karma change was **{max_day}** with **{max_amount}** karma +/-',
inline=False)
return output, img_file