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": {
- "plotlyServerURL": "https://plot.ly"
- },
- "data": [
- {
- "showlegend": false,
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+ "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()"
]
},