From 665b3e87d0d2879cd5e9ec47454a0da33030bae1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daniele=20Vigan=C3=B2?= Date: Fri, 26 Mar 2021 22:17:53 +0100 Subject: [PATCH] Hyperscale (#25) * Fix a regression in the hyperscale creation * Clean the jupyter notebook [skip ci] * Fix typos [skip ci] * Improve date args in API --- bite/telemetry/migrations/0001_initial.py | 5 +- bite/telemetry/migrations/0002_timescale.py | 24 + bite/telemetry/models.py | 2 +- bite/telemetry/views.py | 17 +- esp32/notebook/ESP32_1 RSSI-HALL.ipynb | 1949 +------------------ 5 files changed, 76 insertions(+), 1921 deletions(-) create mode 100644 bite/telemetry/migrations/0002_timescale.py diff --git a/bite/telemetry/migrations/0001_initial.py b/bite/telemetry/migrations/0001_initial.py index 8ff1ba3..9a6222a 100644 --- a/bite/telemetry/migrations/0001_initial.py +++ b/bite/telemetry/migrations/0001_initial.py @@ -1,4 +1,4 @@ -# Generated by Django 3.1.3 on 2021-03-19 08:08 +# Generated by Django 3.1.7 on 2021-03-25 10:55 import django.core.validators from django.db import migrations, models @@ -18,7 +18,7 @@ class Migration(migrations.Migration): migrations.CreateModel( name='Telemetry', fields=[ - ('id', models.AutoField(primary_key=True, serialize=False)), + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('time', models.DateTimeField(auto_now_add=True, db_index=True)), ('transport', models.CharField(choices=[('http', 'http'), ('mqtt', 'mqtt')], default='http', max_length=4)), ('clock', models.IntegerField(null=True, validators=[django.core.validators.MinValueValidator(0)])), @@ -28,6 +28,7 @@ class Migration(migrations.Migration): options={ 'verbose_name_plural': 'Telemetry', 'ordering': ['-time', 'device'], + 'unique_together': {('time', 'device')}, }, ), ] diff --git a/bite/telemetry/migrations/0002_timescale.py b/bite/telemetry/migrations/0002_timescale.py new file mode 100644 index 0000000..5ef9fb3 --- /dev/null +++ b/bite/telemetry/migrations/0002_timescale.py @@ -0,0 +1,24 @@ +# Generated by Django 3.1.7 on 2021-03-25 10:55 + +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('telemetry', '0001_initial'), + ] + + # Timescale requires an hyperscale table to have the field used for the + # partitioning ('time') to be in the any UNIQUE constraint. + # Because of that we have a unique_together on 'time' and 'device', + # however Django always adds an 'id' as PRIMARY_KEY. + # Django's 'id' isn't used as a foreign key, so we are dropping + # the contraint and simply adding an index to the 'id' column. + # We can now create the hypertable. + operations = [ + migrations.RunSQL( + "ALTER TABLE telemetry_telemetry DROP CONSTRAINT telemetry_telemetry_pkey ;" # noqa: E501 + "CREATE INDEX telemetry_telemetry_id_idx ON telemetry_telemetry(id);" # noqa: E501 + "SELECT create_hypertable('telemetry_telemetry', 'time');"), + ] diff --git a/bite/telemetry/models.py b/bite/telemetry/models.py index 0feff60..09906f4 100644 --- a/bite/telemetry/models.py +++ b/bite/telemetry/models.py @@ -30,7 +30,6 @@ def telemetry_validation(value): class Telemetry(models.Model): - id = models.AutoField(primary_key=True) device = models.ForeignKey(Device, on_delete=models.CASCADE) time = models.DateTimeField(db_index=True, auto_now_add=True) transport = models.CharField(max_length=4, @@ -43,6 +42,7 @@ class Telemetry(models.Model): class Meta: ordering = ['-time', 'device'] + unique_together = ['time', 'device'] verbose_name_plural = "Telemetry" def __str__(self): diff --git a/bite/telemetry/views.py b/bite/telemetry/views.py index d487e1c..7899900 100644 --- a/bite/telemetry/views.py +++ b/bite/telemetry/views.py @@ -17,9 +17,10 @@ # You should have received a copy of the GNU Affero General Public License # along with this program. If not, see . +from datetime import datetime from django.http import Http404 from django.utils import timezone -from django.utils.dateparse import parse_datetime +from django.utils.dateparse import parse_date, parse_datetime from rest_framework.views import APIView from rest_framework.viewsets import ModelViewSet @@ -69,12 +70,16 @@ class TelemetryRange(ModelViewSet): lookup_field = 'device' @staticmethod - def datetime_validation(datetime): - parsed_datetime = parse_datetime(datetime) + def datetime_validation(time): + parsed_datetime = parse_datetime(time) if parsed_datetime is None: - raise ParseError({ - datetime: 'Invalid date format' - }) + parsed_datetime = parse_date(time) + if parsed_datetime is None: + raise ParseError({ + datetime: 'Invalid date format' + }) + parsed_datetime = datetime.combine( + parsed_datetime, datetime.min.time()) return timezone.make_aware(parsed_datetime) def list(self, request, device, time_from, time_to=None): diff --git a/esp32/notebook/ESP32_1 RSSI-HALL.ipynb b/esp32/notebook/ESP32_1 RSSI-HALL.ipynb index d1b5ee0..df5aa22 100644 --- a/esp32/notebook/ESP32_1 RSSI-HALL.ipynb +++ b/esp32/notebook/ESP32_1 RSSI-HALL.ipynb @@ -2,53 +2,10 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, - "id": "running-darwin", + "execution_count": null, + "id": "endless-short", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "fc9c348988ec4ce0874decc937da8078", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Text(value='esp32_1', description='Serial:', placeholder='Type something')" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "fcc822c898014962804e2fa52d397b5e", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "DatePicker(value=datetime.date(2021, 3, 25), description='From Date')" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "fe9cfdeb23104476a3bbc9afaeaf9838", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "DatePicker(value=datetime.date(2021, 3, 26), description='To Date')" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# -*- coding: utf-8 -*-\n", "# vim: tabstop=4 shiftwidth=4 softtabstop=4\n", @@ -74,10 +31,17 @@ "import ipywidgets as widgets\n", "import plotly.graph_objects as go\n", "\n", - "from IPython.display import display\n", - "\n", - "from datetime import date, timedelta\n", - "\n", + "from datetime import date, datetime\n", + "from IPython.display import display" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "running-darwin", + "metadata": {}, + "outputs": [], + "source": [ "serial = widgets.Text(\n", " value='esp32_1',\n", " placeholder='Type something',\n", @@ -92,7 +56,7 @@ "date_to = widgets.DatePicker(\n", " description='To Date',\n", " disabled=False,\n", - " value=date.today() + timedelta(days=1)\n", + " value=date.today()\n", ")\n", "display(serial)\n", "display(date_from)\n", @@ -101,1887 +65,48 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "designing-milwaukee", "metadata": {}, "outputs": [], "source": [ + "date_from = datetime.combine(date_from.value, datetime.min.time())\n", + "date_to = datetime.combine(date_to.value, datetime.max.time())\n", + "\n", "try:\n", " r = requests.get(\"http://localhost/telemetry/{serial}/{date_from}/{date_to}/\".format(\n", " serial=serial.value,\n", - " date_from=date_from.value,\n", - " date_to=date_to.value\n", + " date_from=date_from,\n", + " date_to=date_to\n", " ))\n", - " data = r.json()\n", + " \n", "except requests.exceptions.RequestException as e:\n", " raise SystemExit(e)\n", "\n", - "df = pd.json_normalize(data)\n", - "index = pd.to_datetime(df['time'])\n", - "df = df.set_index(index)\n", - "df = df.resample('5min').agg(['min', 'max', 'mean'])" + "r.raise_for_status()\n", + "\n", + "df = pd.json_normalize(r.json())\n", + "if 'time' in df:\n", + " index = pd.to_datetime(df['time'])\n", + " df = df.set_index(index)\n", + " df = df.resample('5min').agg(['min', 'max', 'mean'])\n", + "else:\n", + " print('No data to compute')" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "related-place", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig = go.Figure([go.Scatter(x=df.index, y=df['payload.wifi-rssi']['max'], showlegend=False),\n", - " go.Scatter(x=df.index, y=df['payload.wifi-rssi']['mean'], fill=\"tonexty\", name=\"WiFI RSSI\"),\n", - " go.Scatter(x=df.index, y=df['payload.wifi-rssi']['min'], fill=\"tonexty\", showlegend=False),\n", + " go.Scatter(x=df.index, y=df['payload.wifi-rssi']['mean'], name=\"WiFI RSSI\"),\n", + " go.Scatter(x=df.index, y=df['payload.wifi-rssi']['min'], showlegend=False),\n", " go.Scatter(x=df.index, y=df['payload.hall']['max'], showlegend=False),\n", - " go.Scatter(x=df.index, y=df['payload.hall']['mean'],fill=\"tonexty\", name=\"Hall effect\"),\n", - " go.Scatter(x=df.index, y=df['payload.hall']['min'], fill=\"tonexty\", showlegend=False)])\n", + " go.Scatter(x=df.index, y=df['payload.hall']['mean'], name=\"Hall effect\"),\n", + " go.Scatter(x=df.index, y=df['payload.hall']['min'], showlegend=False)])\n", "fig.show()" ] },