Added new DDPG columns to migrations
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@ -191,7 +191,7 @@ class Migration(migrations.Migration):
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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_sesion', 'Tuning Session'), ('no_tuning_session', 'No Tuning'), ('randomly_generate', 'Randomly Generate')], max_length=64)),
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('tuning_session', models.CharField(choices=[('tuning_session', 'Tuning Session'), ('no_tuning_session', 'No Tuning'), ('randomly_generate', 'Randomly Generate')], max_length=64)),
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('target_objective', models.CharField(choices=[(b'throughput_txn_per_sec', b'Throughput'), (b'99th_lat_ms', b'99 Percentile Latency')], max_length=64, null=True)),
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('nondefault_settings', 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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@ -118,7 +118,7 @@ class Migration(migrations.Migration):
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migrations.AlterField(
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model_name='session',
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name='tuning_session',
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field=models.CharField(choices=[('tuning_session', 'Tuning Session'), ('no_tuning_session', 'No Tuning'), ('randomly_generate', 'Randomly Generate')], default='tuning_sesion', max_length=64),
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field=models.CharField(choices=[('tuning_session', 'Tuning Session'), ('no_tuning_session', 'No Tuning'), ('randomly_generate', 'Randomly Generate')], default='tuning_session', max_length=64),
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),
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migrations.AlterField(
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model_name='workload',
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@ -188,6 +188,9 @@ class Session(BaseModel):
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hardware = models.ForeignKey(Hardware)
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algorithm = models.IntegerField(choices=AlgorithmType.choices(),
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default=AlgorithmType.OTTERTUNE)
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ddpg_actor_model = models.BinaryField(null=True, blank=True)
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ddpg_critic_model = models.BinaryField(null=True, blank=True)
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ddpg_reply_memory = models.BinaryField(null=True, blank=True)
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project = models.ForeignKey(Project)
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creation_time = models.DateTimeField()
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@ -200,7 +203,7 @@ class Session(BaseModel):
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("randomly_generate", "Randomly Generate")
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]
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tuning_session = models.CharField(choices=TUNING_OPTIONS,
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max_length=64, default='tuning_sesion')
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max_length=64, default='tuning_session')
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TARGET_OBJECTIVES = [
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('throughput_txn_per_sec', 'Throughput'),
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