combo/combo/apps/dataviz/utils.py

83 lines
3.0 KiB
Python

import json
from django.conf import settings
from combo.utils import requests
from .models import Statistic
def update_available_statistics():
if not settings.KNOWN_SERVICES:
return
results = []
for provider in settings.STATISTICS_PROVIDERS:
if isinstance(provider, dict):
url = provider['url']
sites = {provider['id']: {'title': provider['name']}}
provider = provider['id']
else:
sites = settings.KNOWN_SERVICES.get(provider, {})
url = '/visualization/json/' if provider == 'bijoe' else '/api/statistics/'
for site_key, site_dict in sites.items():
response = requests.get(
url,
allow_redirects=False,
timeout=5,
remote_service=site_dict if provider in settings.KNOWN_SERVICES else {},
without_user=True,
headers={'accept': 'application/json'},
)
if response.status_code != 200:
continue
try:
result = response.json()
except json.JSONDecodeError:
continue
if isinstance(result, dict):
result = result['data'] # detect new api
for stat in result:
results.append(
Statistic(
slug=stat.get('slug') or stat['id'],
site_slug=site_key,
service_slug=provider,
label=stat['name'],
url=stat.get('data-url') or stat['url'],
site_title=site_dict.get('title', ''),
filters=stat.get('filters', []),
has_future_data=stat.get('future_data', False),
data_type=stat.get('data_type', ''),
available=True,
)
)
update_fields = ('label', 'url', 'site_title', 'filters', 'available', 'has_future_data', 'data_type')
all_statistics = {stat.natural_key(): stat for stat in Statistic.objects.all()}
statistics_to_create = []
statistics_to_update = {}
for stat in results:
existing_stat = all_statistics.get(stat.natural_key())
if existing_stat:
for field in update_fields:
new_value = getattr(stat, field)
if getattr(existing_stat, field) != new_value:
setattr(existing_stat, field, new_value)
statistics_to_update[existing_stat.pk] = existing_stat
else:
statistics_to_create.append(stat)
Statistic.objects.bulk_create(statistics_to_create)
Statistic.objects.bulk_update(statistics_to_update.values(), update_fields)
available_stats = Statistic.objects.filter(available=True)
for stat in results:
available_stats = available_stats.exclude(
slug=stat.slug, site_slug=stat.site_slug, service_slug=stat.service_slug
)
available_stats.update(available=False)