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black **.py
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@SichangHe
SichangHe committed Jul 26, 2023
1 parent b774fa3 commit ca1ebf5
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Showing 3 changed files with 128 additions and 40 deletions.
4 changes: 2 additions & 2 deletions backend/telemetry/apps.py
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class TelemetryConfig(AppConfig):
default_auto_field = 'django.db.models.BigAutoField'
name = 'telemetry'
default_auto_field = "django.db.models.BigAutoField"
name = "telemetry"
91 changes: 69 additions & 22 deletions backend/telemetry/migrations/0001_initial.py
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Expand Up @@ -5,44 +5,91 @@


class Migration(migrations.Migration):

initial = True

dependencies = [
('train', '__first__'),
("train", "__first__"),
]

operations = [
migrations.CreateModel(
name='TrainingSession',
name="TrainingSession",
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('start_time', models.DateTimeField(auto_now_add=True)),
('end_time', models.DateTimeField(auto_now=True)),
('tflite_model', models.ForeignKey(editable=False, on_delete=django.db.models.deletion.CASCADE, related_name='training_sessions', to='train.tflitemodel')),
(
"id",
models.BigAutoField(
auto_created=True,
primary_key=True,
serialize=False,
verbose_name="ID",
),
),
("start_time", models.DateTimeField(auto_now_add=True)),
("end_time", models.DateTimeField(auto_now=True)),
(
"tflite_model",
models.ForeignKey(
editable=False,
on_delete=django.db.models.deletion.CASCADE,
related_name="training_sessions",
to="train.tflitemodel",
),
),
],
),
migrations.CreateModel(
name='FitInsTelemetryData',
name="FitInsTelemetryData",
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('device_id', models.IntegerField(editable=False)),
('start', models.DateTimeField(editable=False)),
('end', models.DateTimeField(editable=False)),
('session_id', models.ForeignKey(editable=False, on_delete=django.db.models.deletion.CASCADE, related_name='fit_ins', to='telemetry.trainingsession')),
(
"id",
models.BigAutoField(
auto_created=True,
primary_key=True,
serialize=False,
verbose_name="ID",
),
),
("device_id", models.IntegerField(editable=False)),
("start", models.DateTimeField(editable=False)),
("end", models.DateTimeField(editable=False)),
(
"session_id",
models.ForeignKey(
editable=False,
on_delete=django.db.models.deletion.CASCADE,
related_name="fit_ins",
to="telemetry.trainingsession",
),
),
],
),
migrations.CreateModel(
name='EvaluateInsTelemetryData',
name="EvaluateInsTelemetryData",
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('device_id', models.IntegerField(editable=False)),
('start', models.DateTimeField(editable=False)),
('end', models.DateTimeField(editable=False)),
('loss', models.FloatField(editable=False)),
('accuracy', models.FloatField(editable=False)),
('test_size', models.IntegerField(editable=False)),
('session_id', models.ForeignKey(editable=False, on_delete=django.db.models.deletion.CASCADE, related_name='evaluate_ins', to='telemetry.trainingsession')),
(
"id",
models.BigAutoField(
auto_created=True,
primary_key=True,
serialize=False,
verbose_name="ID",
),
),
("device_id", models.IntegerField(editable=False)),
("start", models.DateTimeField(editable=False)),
("end", models.DateTimeField(editable=False)),
("loss", models.FloatField(editable=False)),
("accuracy", models.FloatField(editable=False)),
("test_size", models.IntegerField(editable=False)),
(
"session_id",
models.ForeignKey(
editable=False,
on_delete=django.db.models.deletion.CASCADE,
related_name="evaluate_ins",
to="telemetry.trainingsession",
),
),
],
),
]
73 changes: 57 additions & 16 deletions backend/train/migrations/0001_initial.py
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Expand Up @@ -5,36 +5,77 @@


class Migration(migrations.Migration):

initial = True

dependencies = [
]
dependencies = []

operations = [
migrations.CreateModel(
name='TrainingDataType',
name="TrainingDataType",
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('name', models.CharField(editable=False, max_length=256, unique=True)),
(
"id",
models.BigAutoField(
auto_created=True,
primary_key=True,
serialize=False,
verbose_name="ID",
),
),
("name", models.CharField(editable=False, max_length=256, unique=True)),
],
),
migrations.CreateModel(
name='TFLiteModel',
name="TFLiteModel",
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('name', models.CharField(editable=False, max_length=64, unique=True)),
('file_path', models.CharField(editable=False, max_length=64, unique=True)),
('layers_sizes', models.JSONField(editable=False)),
('data_type', models.ForeignKey(editable=False, on_delete=django.db.models.deletion.CASCADE, related_name='tflite_models', to='train.trainingdatatype')),
(
"id",
models.BigAutoField(
auto_created=True,
primary_key=True,
serialize=False,
verbose_name="ID",
),
),
("name", models.CharField(editable=False, max_length=64, unique=True)),
(
"file_path",
models.CharField(editable=False, max_length=64, unique=True),
),
("layers_sizes", models.JSONField(editable=False)),
(
"data_type",
models.ForeignKey(
editable=False,
on_delete=django.db.models.deletion.CASCADE,
related_name="tflite_models",
to="train.trainingdatatype",
),
),
],
),
migrations.CreateModel(
name='ModelParams',
name="ModelParams",
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('params', models.BinaryField()),
('tflite_model', models.ForeignKey(editable=False, on_delete=django.db.models.deletion.CASCADE, related_name='params', to='train.tflitemodel')),
(
"id",
models.BigAutoField(
auto_created=True,
primary_key=True,
serialize=False,
verbose_name="ID",
),
),
("params", models.BinaryField()),
(
"tflite_model",
models.ForeignKey(
editable=False,
on_delete=django.db.models.deletion.CASCADE,
related_name="params",
to="train.tflitemodel",
),
),
],
),
]

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