From 0bce2f76b8613be21da4d35a56216f8c70fd4305 Mon Sep 17 00:00:00 2001
From: Sooyoung Cheong <64125280+c-sooyoung@users.noreply.github.com>
Date: Fri, 14 Aug 2026 01:22:25 +0900
Subject: [PATCH] deprecated sobo

---
 pipelines/sobo.py | 49 -----------------------------------------------
 1 file changed, 49 deletions(-)
 delete mode 100644 pipelines/sobo.py

diff --git a/pipelines/sobo.py b/pipelines/sobo.py
deleted file mode 100644
index 9e0503b..0000000
--- a/pipelines/sobo.py
+++ /dev/null
@@ -1,49 +0,0 @@
-# depreacated, use pipelines.batched_sobo.sobo_pipeline()
-
-# import os
-# import bo
-# import ptycho
-
-# def sobo_pipeline(config):
-
-#     result_dir = config['io']['result_dir']
-#     os.makedirs(result_dir, exist_ok=True)
-
-#     RANDOM_ITERS = config['job'].get('random_iters', 0)
-#     SOBO_ITERS   = config['job'].get('sobo_iters')
-#     METRIC = config['bo']['metric']
-#     PTYCHOENGINE = ptycho.engines[config['ptycho']['engine']]
-
-
-#     randombo = bo.RandomBOEngine(config)
-
-#     bo_txt = os.path.join(result_dir, "bo.txt")
-#     with open(bo_txt, "w") as f:
-#         f.write(f"    iter\tmetric\t{"\t".join([p[:7] for p in randombo.params])}\n")
-
-#     for j in range(RANDOM_ITERS):
-#         print(f"RANDOM sampling; iteration {j}")
-#         job_config = randombo.ask()
-#         ptycho_engine = PTYCHOENGINE(job_config)
-#         ptycho_engine.run(run_id=f"bo-{j:03d}")
-#         y_value = ptycho_engine.metric(METRIC)
-#         randombo.tell(job_config, y_value)
-#         with open(bo_txt, "a") as f:
-#             p = [f'{job_config['ptycho']['params'][key]:.2f}' for key in randombo.params]
-#             f.write(f"{j: 8d}\t{y_value:.4f}\t{"\t".join(p)}\n")
-
-
-#     sobo = bo.SingleObjectiveBOEngine(config)
-#     sobo.train_x = randombo.train_x
-#     sobo.train_y = randombo.train_y
-
-#     for j in range(SOBO_ITERS):
-#         print(f"SOBO sampling; iteration {RANDOM_ITERS + j}")
-#         job_config = sobo.ask()
-#         ptycho_engine = PTYCHOENGINE(job_config)
-#         ptycho_engine.run(run_id=f"bo-{RANDOM_ITERS + j:03d}")
-#         y_value = ptycho_engine.metric(METRIC)
-#         sobo.tell(job_config, y_value)
-#         with open(bo_txt, "a") as f:
-#             p = [f'{job_config['ptycho']['params'][key]:.2f}' for key in sobo.params]
-#             f.write(f"{RANDOM_ITERS + j: 8d}\t{y_value:.4f}\t{"\t".join(p)}\n")