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| """This file and its contents are licensed under the Apache License 2.0. Please see the included NOTICE for copyright information and LICENSE for a copy of the license.
| """
| # Generated by Django 3.1.4 on 2021-02-23 07:32
|
| from django.db import migrations, models
| import django.db.models.deletion
|
|
| class Migration(migrations.Migration):
|
| initial = True
|
| dependencies = [
| ('projects', '0001_squashed_0065_auto_20210223_2014'),
| ]
|
| operations = [
| migrations.CreateModel(
| name='MLBackend',
| fields=[
| ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
| ('state', models.CharField(choices=[('CO', 'Connected'), ('DI', 'Disconnected'), ('ER', 'Error'), ('TR', 'Training'), ('PR', 'Predicting')], default='DI', max_length=2)),
| ('url', models.TextField(help_text='Model server URL', verbose_name='url')),
| ('error_message', models.TextField(blank=True, help_text='Error message in error state', null=True, verbose_name='url')),
| ('title', models.TextField(blank=True, default='default', help_text='Machine Learning backend title', null=True, verbose_name='title')),
| ('description', models.TextField(blank=True, default='', help_text='Machine Learning backend description', null=True, verbose_name='description')),
| ('model_version', models.TextField(blank=True, default='', help_text='Current model version associated with this ML backend', null=True, verbose_name='model version')),
| ('created_at', models.DateTimeField(auto_now_add=True, verbose_name='created at')),
| ('updated_at', models.DateTimeField(auto_now=True, verbose_name='updated at')),
| ('project', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='ml_backends', to='projects.project')),
| ],
| ),
| migrations.CreateModel(
| name='MLBackendTrainJob',
| fields=[
| ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
| ('job_id', models.CharField(max_length=128)),
| ('model_version', models.TextField(blank=True, help_text='Model version this job associated with', null=True, verbose_name='model version')),
| ('created_at', models.DateTimeField(auto_now_add=True, verbose_name='created at')),
| ('updated_at', models.DateTimeField(auto_now=True, verbose_name='updated at')),
| ('ml_backend', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='train_jobs', to='ml.mlbackend')),
| ],
| ),
| migrations.CreateModel(
| name='MLBackendPredictionJob',
| fields=[
| ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
| ('job_id', models.CharField(max_length=128)),
| ('model_version', models.TextField(blank=True, help_text='Model version this job associated with', null=True, verbose_name='model version')),
| ('batch_size', models.PositiveSmallIntegerField(default=100, help_text='Number of tasks processed per batch', verbose_name='batch size')),
| ('created_at', models.DateTimeField(auto_now_add=True, verbose_name='created at')),
| ('updated_at', models.DateTimeField(auto_now=True, verbose_name='updated at')),
| ('ml_backend', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='prediction_jobs', to='ml.mlbackend')),
| ],
| ),
| ]
|
|
