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from .bookmark import BookmarkAdmin | ||
from .chart import TimeSeriesChartAdmin |
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from collections import defaultdict | ||
from datetime import timedelta | ||
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from django import forms | ||
from django.contrib import admin | ||
from django.db.models.functions import TruncDay, TruncWeek, TruncMonth, TruncHour | ||
from django.http import JsonResponse | ||
from django.shortcuts import render | ||
from django.urls import path | ||
from django.utils import timezone | ||
from django.utils.html import format_html | ||
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from ..models import TimeSeriesChart | ||
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SCALE_MAPPING = { | ||
'HOUR': TruncHour, | ||
'DAY': TruncDay, | ||
'WEEK': TruncWeek, | ||
'MONTH': TruncMonth, | ||
} | ||
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class ChartStandardForm(forms.Form): | ||
time_range = forms.CharField(widget=forms.Select(choices=TimeSeriesChart.TimeRange.choices), required=False) | ||
scale = forms.CharField(widget=forms.Select(choices=TimeSeriesChart.Scale.choices), required=False) | ||
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class ChartFilterForm(forms.Form): | ||
time_range = forms.CharField(widget=forms.Select(choices=TimeSeriesChart.TimeRange.choices), required=False) | ||
scale = forms.CharField(widget=forms.Select(choices=TimeSeriesChart.Scale.choices), required=False) | ||
filters = forms.ChoiceField(required=False) | ||
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@admin.register(TimeSeriesChart) | ||
class TimeSeriesChartAdmin(admin.ModelAdmin): | ||
list_display = ('display_chart_url', 'name', 'chart_type', 'app_label', 'model_name') | ||
list_display_links = ('name',) | ||
search_fields = ('name',) | ||
fieldsets = ( | ||
( | ||
None, | ||
{ | ||
'fields': ( | ||
'name', 'description', | ||
('chart_type', 'stacked') | ||
) | ||
}, | ||
), | ||
( | ||
'Target model', | ||
{ | ||
'fields': ( | ||
('app_label', 'model_name', 'time_field'), | ||
('aggregate', 'aggregate_field', 'aggregate_label'), | ||
('split_field', 'filter_field', 'filters') | ||
) | ||
} | ||
), | ||
( | ||
'Time options', | ||
{ | ||
'fields': ( | ||
'default_time_range', | ||
'default_scale', | ||
) | ||
} | ||
), | ||
) | ||
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def get_urls(self): | ||
urls = super().get_urls() | ||
my_urls = [ | ||
path('<int:chart_id>/chart/', self.admin_site.admin_view(self.chart_view), name='admin_chart_chart'), | ||
path('<int:chart_id>/metrics/', self.admin_site.admin_view(self.metrics_api), name='admin_chart_metrics'), | ||
] | ||
return my_urls + urls | ||
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def metrics_api(self, request, chart_id): | ||
chart = TimeSeriesChart.objects.get(id=chart_id) | ||
data = { | ||
'time_range': request.GET.get('time_range', chart.default_time_range), | ||
'scale': request.GET.get('scale', chart.default_scale), | ||
'filters': request.GET.get('filters', None) | ||
} | ||
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if chart.filter_field: | ||
form = ChartFilterForm(data) | ||
StatsModel = chart.get_stats_model() | ||
choices = StatsModel.objects.values_list(chart.filter_field, flat=True).distinct() | ||
choices = [(x, x) for x in choices] | ||
form.fields['filters'].choices = choices | ||
else: | ||
form = ChartStandardForm(data) | ||
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if form.is_valid(): | ||
time_range = int(form.cleaned_data.get('time_range')) | ||
scale = form.cleaned_data.get('scale') | ||
filter_value = form.cleaned_data.get('filters', None) | ||
else: | ||
raise Exception('filter is invalid') | ||
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if scale == TimeSeriesChart.Scale.HOUR: | ||
date_format = '%Y-%m-%d %H:%M' | ||
else: | ||
date_format = '%Y-%m-%d' | ||
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if time_range: | ||
start_time = timezone.now() - timedelta(days=time_range) | ||
else: | ||
start_time = None | ||
stats = chart.get_queryset(start_time, scale, filter_value) | ||
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labels = [] | ||
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if not chart.split_field: | ||
data = [] | ||
for item in stats: | ||
labels.append(item['time'].strftime(date_format)) | ||
data.append(str(item['total'] if item['total'] is not None else 0)) | ||
datasets = [ | ||
{ | ||
'label': chart.aggregate_label, | ||
'data': data | ||
} | ||
] | ||
else: | ||
labels = [] | ||
last_labels = None | ||
data = defaultdict(dict) | ||
for item in stats: | ||
label = item['time'].strftime(date_format) | ||
if item['time'] != last_labels: | ||
labels.append(label) | ||
last_labels = item['time'] | ||
data[item['split']][label] = item['total'] | ||
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split_names = data.keys() | ||
datasets = defaultdict(list) | ||
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for label in labels: | ||
for name in split_names: | ||
datasets[name].append(data[name].get(label, 0)) | ||
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datasets = [{'label': k, 'data': v} for k, v in datasets.items()] | ||
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return JsonResponse({ | ||
'chart_type': chart.chart_type, | ||
'stacked': chart.stacked, | ||
'labels': labels, | ||
'datasets': datasets | ||
}) | ||
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def chart_view(self, request, chart_id): | ||
context = { | ||
**admin.site.each_context(request), | ||
} | ||
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chart = TimeSeriesChart.objects.get(id=chart_id) | ||
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data = { | ||
'time_range': request.GET.get('time_range', chart.default_time_range), | ||
'scale': request.GET.get('scale', chart.default_scale), | ||
} | ||
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if chart.filter_field: | ||
form = ChartFilterForm(data) | ||
StatsModel = chart.get_stats_model() | ||
choices = StatsModel.objects.values_list(chart.filter_field, flat=True).distinct() | ||
choices = [(x, x) for x in choices] | ||
choices = [('', 'All')] + choices | ||
form.fields['filters'].choices = choices | ||
form.fields['filters'].label = chart.filter_field.title() | ||
else: | ||
form = ChartStandardForm(data) | ||
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context["chart"] = chart | ||
context["chart_title"] = chart.name | ||
context["form"] = form | ||
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return render(request, 'admin/chart.html', context) | ||
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@admin.display(description='View Chart') | ||
def display_chart_url(self, obj): | ||
return format_html('<a href="/admin/admin_extended/timeserieschart/{}/chart/">View Chart</a>', obj.id) |
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# Generated by Django 5.1 on 2024-09-12 09:59 | ||
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from django.db import migrations, models | ||
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class Migration(migrations.Migration): | ||
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dependencies = [ | ||
("admin_extended", "0001_initial"), | ||
] | ||
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operations = [ | ||
migrations.CreateModel( | ||
name="TimeSeriesChart", | ||
fields=[ | ||
( | ||
"id", | ||
models.BigAutoField( | ||
auto_created=True, | ||
primary_key=True, | ||
serialize=False, | ||
verbose_name="ID", | ||
), | ||
), | ||
("name", models.CharField(max_length=255)), | ||
( | ||
"description", | ||
models.CharField( | ||
blank=True, default=None, max_length=1000, null=True | ||
), | ||
), | ||
( | ||
"chart_type", | ||
models.CharField( | ||
choices=[("BAR", "Bar"), ("LINE", "Line")], | ||
default="BAR", | ||
max_length=55, | ||
), | ||
), | ||
("stacked", models.BooleanField(default=False)), | ||
( | ||
"default_time_range", | ||
models.IntegerField( | ||
choices=[ | ||
(7, "Last 7 days"), | ||
(30, "Last 30 days"), | ||
(365, "Last 1 year"), | ||
(0, "All time"), | ||
], | ||
default=30, | ||
), | ||
), | ||
( | ||
"default_scale", | ||
models.CharField( | ||
choices=[ | ||
("HOUR", "Hour"), | ||
("DAY", "Day"), | ||
("WEEK", "Week"), | ||
("MONTH", "Month"), | ||
], | ||
default="DAY", | ||
max_length=45, | ||
), | ||
), | ||
("app_label", models.CharField(max_length=255)), | ||
("model_name", models.CharField(max_length=255)), | ||
("time_field", models.CharField(max_length=255)), | ||
( | ||
"aggregate", | ||
models.CharField( | ||
choices=[ | ||
("COUNT", "COUNT"), | ||
("SUM", "SUM"), | ||
("AVG", "AVG"), | ||
("MIN", "MIN"), | ||
("MAX", "MAX"), | ||
], | ||
max_length=45, | ||
), | ||
), | ||
("aggregate_field", models.CharField(default="*", max_length=255)), | ||
("aggregate_label", models.CharField(max_length=255)), | ||
( | ||
"split_field", | ||
models.CharField( | ||
blank=True, default=None, max_length=255, null=True | ||
), | ||
), | ||
( | ||
"filter_field", | ||
models.CharField( | ||
blank=True, default=None, max_length=255, null=True | ||
), | ||
), | ||
( | ||
"filters", | ||
models.CharField( | ||
blank=True, | ||
default=None, | ||
help_text="Filters for query. Example value: status=1&cate=3", | ||
max_length=1000, | ||
null=True, | ||
), | ||
), | ||
], | ||
), | ||
] |
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from .bookmark import Bookmark | ||
from .chart import TimeSeriesChart |
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