274 lines
14 KiB
Python
274 lines
14 KiB
Python
# -*- coding: utf-8 -*-
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# Generated by Django 1.10.1 on 2019-10-08 21:38
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from __future__ import unicode_literals
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from django.conf import settings
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from django.db import migrations, models
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import django.db.models.deletion
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class Migration(migrations.Migration):
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initial = True
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dependencies = [
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migrations.swappable_dependency(settings.AUTH_USER_MODEL),
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]
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operations = [
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migrations.CreateModel(
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name='BackupData',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('raw_knobs', models.TextField()),
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('raw_initial_metrics', models.TextField()),
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('raw_final_metrics', models.TextField()),
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('raw_summary', models.TextField()),
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('knob_log', models.TextField()),
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('metric_log', models.TextField()),
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],
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options={
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'abstract': False,
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},
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),
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migrations.CreateModel(
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name='DBMSCatalog',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('type', models.IntegerField(choices=[(1, 'MySQL'), (2, 'Postgres'), (3, 'Db2'), (4, 'Oracle'), (6, 'SQLite'), (7, 'HStore'), (8, 'Vector'), (5, 'SQL Server'), (9, 'MyRocks')])),
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('version', models.CharField(max_length=16)),
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],
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options={
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'abstract': False,
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},
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),
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migrations.CreateModel(
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name='Hardware',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('cpu', models.IntegerField(default=4, verbose_name='Number of CPUs')),
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('memory', models.IntegerField(default=16, verbose_name='Memory (GB)')),
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('storage', models.IntegerField(default=32, verbose_name='Storage (GB)')),
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('storage_type', models.IntegerField(choices=[(5, 'SSD'), (10, 'HDD')], default=5, verbose_name='Storage Type')),
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('additional_specs', models.TextField(default=None, null=True)),
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],
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),
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migrations.CreateModel(
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name='KnobCatalog',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('name', models.CharField(max_length=128)),
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('vartype', models.IntegerField(choices=[(1, 'STRING'), (2, 'INTEGER'), (3, 'REAL'), (4, 'BOOL'), (5, 'ENUM'), (6, 'TIMESTAMP')], verbose_name='variable type')),
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('unit', models.IntegerField(choices=[(1, 'bytes'), (2, 'milliseconds'), (3, 'other')])),
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('category', models.TextField(null=True)),
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('summary', models.TextField(null=True, verbose_name='description')),
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('description', models.TextField(null=True)),
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('scope', models.CharField(max_length=16)),
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('minval', models.CharField(max_length=32, null=True, verbose_name='minimum value')),
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('maxval', models.CharField(max_length=32, null=True, verbose_name='maximum value')),
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('default', models.TextField(verbose_name='default value')),
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('enumvals', models.TextField(null=True, verbose_name='valid values')),
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('context', models.CharField(max_length=32)),
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('tunable', models.BooleanField(verbose_name='tunable')),
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('resource', models.IntegerField(choices=[(1, 'Memory'), (2, 'CPU'), (3, 'Storage'), (4, 'Other')], default=4)),
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('dbms', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.DBMSCatalog')),
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],
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options={
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'abstract': False,
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},
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),
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migrations.CreateModel(
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name='KnobData',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('name', models.CharField(max_length=50)),
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('creation_time', models.DateTimeField()),
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('data', models.TextField()),
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('knobs', models.TextField()),
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('dbms', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.DBMSCatalog')),
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],
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options={
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'abstract': False,
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},
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),
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migrations.CreateModel(
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name='MetricCatalog',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('name', models.CharField(max_length=128)),
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('vartype', models.IntegerField(choices=[(1, 'STRING'), (2, 'INTEGER'), (3, 'REAL'), (4, 'BOOL'), (5, 'ENUM'), (6, 'TIMESTAMP')])),
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('summary', models.TextField(null=True, verbose_name='description')),
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('scope', models.CharField(max_length=16)),
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('metric_type', models.IntegerField(choices=[(1, 'COUNTER'), (2, 'INFO'), (3, 'STATISTICS')])),
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('dbms', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.DBMSCatalog')),
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],
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options={
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'abstract': False,
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},
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),
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migrations.CreateModel(
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name='MetricData',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('name', models.CharField(max_length=50)),
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('creation_time', models.DateTimeField()),
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('data', models.TextField()),
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('metrics', models.TextField()),
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('dbms', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.DBMSCatalog')),
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],
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options={
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'abstract': False,
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},
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),
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migrations.CreateModel(
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name='PipelineData',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('task_type', models.IntegerField(choices=[(1, 'Pruned Metrics'), (2, 'Ranked Knobs'), (3, 'Knob Data'), (4, 'Metric Data')])),
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('data', models.TextField()),
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('creation_time', models.DateTimeField()),
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],
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),
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migrations.CreateModel(
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name='PipelineRun',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('start_time', models.DateTimeField()),
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('end_time', models.DateTimeField(null=True)),
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],
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options={
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'ordering': ['-id'],
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},
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),
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migrations.CreateModel(
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name='Project',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('name', models.CharField(max_length=64, verbose_name='project name')),
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('description', models.TextField(blank=True, null=True)),
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('creation_time', models.DateTimeField()),
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('last_update', models.DateTimeField()),
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('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
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],
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),
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migrations.CreateModel(
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name='Result',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('creation_time', models.DateTimeField()),
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('observation_start_time', models.DateTimeField()),
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('observation_end_time', models.DateTimeField()),
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('observation_time', models.FloatField()),
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('task_ids', models.CharField(max_length=180, null=True)),
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('next_configuration', models.TextField(null=True)),
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('dbms', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.DBMSCatalog')),
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('knob_data', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.KnobData')),
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('metric_data', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.MetricData')),
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],
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options={
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'abstract': False,
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},
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),
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migrations.CreateModel(
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name='Session',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('name', models.CharField(max_length=64, verbose_name='session name')),
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('description', models.TextField(blank=True, null=True)),
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('algorithm', models.IntegerField(choices=[(1, 'Gaussian Process Bandits'), (2, 'Deep Deterministic Policy Gradients'), (3, 'Deep Neural Network')], default=1)),
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('ddpg_actor_model', models.BinaryField(blank=True, null=True)),
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('ddpg_critic_model', models.BinaryField(blank=True, null=True)),
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('ddpg_reply_memory', models.BinaryField(blank=True, null=True)),
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('dnn_model', models.BinaryField(blank=True, null=True)),
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('creation_time', models.DateTimeField()),
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('last_update', models.DateTimeField()),
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('upload_code', models.CharField(max_length=30, unique=True)),
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('tuning_session', models.CharField(choices=[('tuning_session', 'Tuning Session'), ('no_tuning_session', 'No Tuning'), ('randomly_generate', 'Randomly Generate')], default='tuning_session', max_length=64, verbose_name='session type')),
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('target_objective', models.CharField(default='throughput_txn_per_sec', max_length=64)),
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('dbms', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.DBMSCatalog')),
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('hardware', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Hardware')),
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('project', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Project')),
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('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
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],
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),
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migrations.CreateModel(
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name='SessionKnob',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('minval', models.CharField(max_length=32, null=True, verbose_name='minimum value')),
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('maxval', models.CharField(max_length=32, null=True, verbose_name='maximum value')),
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('tunable', models.BooleanField(verbose_name='tunable')),
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('knob', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.KnobCatalog')),
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('session', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Session')),
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],
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options={
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'abstract': False,
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},
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),
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migrations.CreateModel(
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name='Workload',
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fields=[
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('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
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('name', models.CharField(max_length=128, verbose_name='workload name')),
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('status', models.IntegerField(choices=[(1, 'MODIFIED'), (2, 'PROCESSING'), (3, 'PROCESSED')], default=1, editable=False)),
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('dbms', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.DBMSCatalog')),
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('hardware', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Hardware')),
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],
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),
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migrations.AddField(
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model_name='result',
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name='session',
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field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Session', verbose_name='session name'),
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),
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migrations.AddField(
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model_name='result',
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name='workload',
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field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Workload'),
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),
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migrations.AddField(
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model_name='pipelinedata',
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name='pipeline_run',
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field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.PipelineRun', verbose_name='group'),
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),
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migrations.AddField(
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model_name='pipelinedata',
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name='workload',
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field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Workload'),
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),
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migrations.AddField(
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model_name='metricdata',
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name='session',
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field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Session'),
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),
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migrations.AddField(
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model_name='knobdata',
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name='session',
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field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Session'),
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),
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migrations.AlterUniqueTogether(
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name='hardware',
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unique_together=set([('cpu', 'memory', 'storage', 'storage_type')]),
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),
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migrations.AddField(
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model_name='backupdata',
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name='result',
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field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='website.Result'),
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),
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migrations.AlterUniqueTogether(
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name='workload',
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unique_together=set([('dbms', 'hardware', 'name')]),
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),
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migrations.AlterUniqueTogether(
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name='session',
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unique_together=set([('user', 'project', 'name')]),
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),
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migrations.AlterUniqueTogether(
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name='project',
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unique_together=set([('user', 'name')]),
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),
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migrations.AlterUniqueTogether(
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name='pipelinedata',
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unique_together=set([('pipeline_run', 'task_type', 'workload')]),
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),
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]
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