Files
vrobbler/vrobbler/apps/scrobbles/stats.py
2023-11-24 01:33:33 +01:00

241 lines
7.6 KiB
Python

import calendar
import logging
from datetime import datetime, timedelta
from typing import Optional
import pytz
from django.apps import apps
from django.conf import settings
from django.contrib.auth import get_user_model
from django.db.models import Count, Q
from django.utils import timezone
User = get_user_model()
logger = logging.getLogger(__name__)
def get_start_end_dates_by_week(year, week, tz):
d = datetime(year, 1, 1, tzinfo=tz)
if d.weekday() <= 3:
d = d - timedelta(d.weekday())
else:
d = d + timedelta(7 - d.weekday())
dlt = timedelta(days=(week - 1) * 7)
return d + dlt, d + dlt + timedelta(days=6)
def get_scrobble_count_qs(
year: Optional[int] = None,
month: Optional[int] = None,
week: Optional[int] = None,
day: Optional[int] = None,
user=None,
model_str="Track",
) -> dict[str, int]:
tz = settings.TIME_ZONE
if user and user.is_authenticated:
tz = pytz.timezone(user.profile.timezone)
tz = pytz.utc
data_model = apps.get_model(app_label="music", model_name="Track")
if model_str == "Artist":
data_model = apps.get_model(app_label="music", model_name="Artist")
if model_str == "Video":
data_model = apps.get_model(app_label="videos", model_name="Video")
if model_str == "SportEvent":
data_model = apps.get_model(
app_label="sports", model_name="SportEvent"
)
if model_str == "GeoLocation":
data_model = apps.get_model(
app_label="locations", model_name="GeoLocation"
)
if model_str == "Artist":
base_qs = data_model.objects.filter(
track__scrobble__user=user,
track__scrobble__played_to_completion=True,
)
else:
base_qs = data_model.objects.filter(
scrobble__user=user,
scrobble__played_to_completion=True,
)
# Returna all media items with scrobble count annotated
if not year:
return base_qs.annotate(scrobble_count=Count("scrobble")).order_by(
"-scrobble_count"
)
start = datetime(year, 1, 1, tzinfo=tz)
end = datetime(year, 12, 31, tzinfo=tz)
if year and day and month:
logger.debug("Filtering by year, month and day")
start = datetime(year, month, day, 0, 0, tzinfo=tz)
end = datetime(year, month, day, 23, 59, tzinfo=tz)
elif year and week:
logger.debug("Filtering by year and week")
start, end = get_start_end_dates_by_week(year, week, tz)
elif month:
logger.debug("Filtering by month")
end_day = calendar.monthrange(year, month)[1]
start = datetime(year, month, 1, tzinfo=tz)
end = datetime(year, month, end_day, tzinfo=tz)
if model_str == "Artist":
scrobble_date_filter = Q(
track__scrobble__timestamp__gte=start,
track__scrobble__timestamp__lte=end,
)
qs = (
base_qs.filter(scrobble_date_filter)
.annotate(scrobble_count=Count("track__scrobble", distinct=True))
.order_by("-scrobble_count")
)
else:
scrobble_date_filter = Q(
scrobble__timestamp__gte=start, scrobble__timestamp__lte=end
)
qs = (
base_qs.filter(scrobble_date_filter)
.annotate(scrobble_count=Count("scrobble", distinct=True))
.order_by("-scrobble_count")
)
return qs
def build_charts(
user: "User",
year: Optional[int] = None,
month: Optional[int] = None,
week: Optional[int] = None,
day: Optional[int] = None,
model_str="Track",
):
ChartRecord = apps.get_model(
app_label="scrobbles", model_name="ChartRecord"
)
results = get_scrobble_count_qs(year, month, week, day, user, model_str)
unique_counts = list(set([result.scrobble_count for result in results]))
unique_counts.sort(reverse=True)
ranks = {}
for rank, count in enumerate(unique_counts, start=1):
ranks[count] = rank
chart_records = []
for result in results:
chart_record = {
"year": year,
"week": week,
"month": month,
"day": day,
"user": user,
}
chart_record["rank"] = ranks[result.scrobble_count]
chart_record["count"] = result.scrobble_count
if model_str == "Track":
chart_record["track"] = result
if model_str == "Video":
chart_record["video"] = result
if model_str == "Artist":
chart_record["artist"] = result
chart_records.append(ChartRecord(**chart_record))
ChartRecord.objects.bulk_create(
chart_records, ignore_conflicts=True, batch_size=500
)
def build_yesterdays_charts_for_user(user: "User", model_str="Track") -> None:
"""Given a user calculate needed charts."""
ChartRecord = apps.get_model(
app_label="scrobbles", model_name="ChartRecord"
)
tz = pytz.timezone(settings.TIME_ZONE)
if user and user.is_authenticated:
tz = pytz.timezone(user.profile.timezone)
now = timezone.now().astimezone(tz)
yesterday = now - timedelta(days=1)
logger.info(
f"Generating charts for yesterday ({yesterday.date()}) for {user}"
)
# Always build yesterday's chart
ChartRecord.build(
user,
year=yesterday.year,
month=yesterday.month,
day=yesterday.day,
model_str=model_str,
)
now_week = now.isocalendar()[1]
yesterday_week = now.isocalendar()[1]
if now_week != yesterday_week:
logger.info(
f"New weekly charts for {yesterday.year}-{yesterday_week} for {user}"
)
ChartRecord.build(
user,
year=yesterday.year,
month=yesterday_week,
model_str=model_str,
)
# If the month has changed, build charts
if now.month != yesterday.month:
logger.info(
f"New monthly charts for {yesterday.year}-{yesterday.month} for {user}"
)
ChartRecord.build(
user,
year=yesterday.year,
month=yesterday.month,
model_str=model_str,
)
# If the year has changed, build charts
if now.year != yesterday.year:
logger.info(f"New annual charts for {yesterday.year} for {user}")
ChartRecord.build(user, year=yesterday.year, model_str=model_str)
def build_missing_charts_for_user(user: "User", model_str="Track") -> None:
""""""
ChartRecord = apps.get_model(
app_label="scrobbles", model_name="ChartRecord"
)
Scrobble = apps.get_model(app_label="scrobbles", model_name="Scrobble")
logger.info(f"Generating historical charts for {user}")
tz = pytz.timezone(settings.TIME_ZONE)
if user and user.is_authenticated:
tz = pytz.timezone(user.profile.timezone)
now = timezone.now().astimezone(tz)
first_scrobble = (
Scrobble.objects.filter(user=user, played_to_completion=True)
.order_by("created")
.first()
)
start_date = first_scrobble.timestamp
days_since = (now - start_date).days
for day_num in range(0, days_since):
build_date = start_date + timedelta(days=day_num)
logger.info(f"Generating chart batch for {build_date}")
ChartRecord.build(user=user, year=build_date.year)
ChartRecord.build(
user=user, year=build_date.year, week=build_date.isocalendar()[1]
)
ChartRecord.build(
user=user, year=build_date.year, month=build_date.month
)
ChartRecord.build(
user=user,
year=build_date.year,
month=build_date.month,
day=build_date.day,
)