|
2 | 2 |
|
3 | 3 | import os |
4 | 4 | import random |
| 5 | +import sys |
5 | 6 | import uuid |
6 | 7 | from datetime import datetime |
7 | 8 | from decimal import Decimal |
@@ -115,30 +116,69 @@ def seed_all( |
115 | 116 | session.add_all(projects) |
116 | 117 | session.commit() |
117 | 118 |
|
118 | | - experiments = [generate_experiment(projects) for _ in range(num_exps_per_project)] |
| 119 | + experiments = [ |
| 120 | + generate_experiment(projects) |
| 121 | + for _ in range(num_exps_per_project) |
| 122 | + for _ in range(len(projects)) |
| 123 | + ] |
119 | 124 | session.add_all(experiments) |
120 | 125 | session.commit() |
121 | 126 |
|
122 | | - trials = [generate_trial([exp]) for exp in experiments] |
| 127 | + trials = [ |
| 128 | + generate_trial(experiments) |
| 129 | + for _ in range(num_trials_per_exp) |
| 130 | + for _ in range(len(experiments)) |
| 131 | + ] |
123 | 132 | session.add_all(trials) |
124 | 133 | session.commit() |
125 | 134 |
|
126 | | - runs = [generate_run(trials) for _ in range(num_runs_per_trial)] |
| 135 | + runs = [ |
| 136 | + generate_run(trials) |
| 137 | + for _ in range(num_runs_per_trial) |
| 138 | + for _ in range(len(trials)) |
| 139 | + ] |
127 | 140 | session.add_all(runs) |
128 | 141 | session.commit() |
129 | 142 |
|
130 | | - metrics = [generate_metric(runs) for _ in range(num_metrics_per_run)] |
| 143 | + metrics = [ |
| 144 | + generate_metric(runs) |
| 145 | + for _ in range(num_metrics_per_run) |
| 146 | + for _ in range(len(runs)) |
| 147 | + ] |
131 | 148 | session.add_all(metrics) |
132 | 149 | session.commit() |
133 | 150 |
|
134 | 151 | print("🌳 seeding completed.") |
135 | 152 |
|
136 | 153 |
|
| 154 | +def cleanup(): |
| 155 | + print("🧹 cleaning up seeded data ...") |
| 156 | + session.query(Metric).delete() |
| 157 | + session.query(Run).delete() |
| 158 | + session.query(Trial).delete() |
| 159 | + session.query(Experiment).delete() |
| 160 | + session.query(Project).delete() |
| 161 | + session.commit() |
| 162 | + print("🧼 cleanup completed.") |
| 163 | + |
| 164 | + |
137 | 165 | if __name__ == "__main__": |
138 | | - seed_all( |
139 | | - num_projects=3, |
140 | | - num_exps_per_project=20, |
141 | | - num_trials_per_exp=50, |
142 | | - num_runs_per_trial=100, |
143 | | - num_metrics_per_run=100, |
144 | | - ) |
| 166 | + if len(sys.argv) < 2: # noqa: PLR2004 |
| 167 | + print("Usage: python script.py [cleanup|seed]") |
| 168 | + sys.exit(1) |
| 169 | + |
| 170 | + action = sys.argv[1] |
| 171 | + |
| 172 | + if action == "cleanup": |
| 173 | + cleanup() |
| 174 | + elif action == "seed": |
| 175 | + seed_all( |
| 176 | + num_projects=3, |
| 177 | + num_exps_per_project=10, |
| 178 | + num_trials_per_exp=10, |
| 179 | + num_runs_per_trial=20, |
| 180 | + num_metrics_per_run=30, |
| 181 | + ) |
| 182 | + else: |
| 183 | + print(f"Unknown action: {action}") |
| 184 | + sys.exit(1) |
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