[Tune] Remove tune/automl (ray-project#35557)

Signed-off-by: e428265 <arvind.chandramouli@lmco.com>
lmco · Aug 31, 2023 · 6983cd0 · 6983cd0
1 parent 8c2bb46
commit 6983cd0
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Showing 37 changed files with 4 additions and 3,096 deletions.
diff --git a/doc/source/tune/examples/includes/genetic_example.rst b/doc/source/tune/examples/includes/genetic_example.rst
diff --git a/python/ray/tune/BUILD b/python/ray/tune/BUILD
@@ -9,7 +9,8 @@ doctest(
             "**/tests/**",
             "suggest/**",
             "impl/test_utils.py",
-            "automl/board/**",
+            # Deprecated
+            "automl/**",
             "checkpoint_manager.py",
             "cluster_info.py",
             "config_parser.py",
@@ -21,7 +22,7 @@ doctest(
             "trial.py",
             "trial_runner.py",
             "utils/placement_groups.py",
-            "utils/trainable.py"
+            "utils/trainable.py",
         ]
     ),
     tags = ["team:ml"]
@@ -62,14 +63,6 @@ py_test(
     tags = ["team:ml", "exclusive", "rllib"],
 )
 
-py_test(
-    name = "test_automl_searcher",
-    size = "small",
-    srcs = ["tests/test_automl_searcher.py"],
-    deps = [":tune_lib"],
-    tags = ["team:ml", "exclusive"],
-)
-
 py_test(
     name = "test_callbacks",
     size = "small",
@@ -668,15 +661,6 @@ py_test(
     args = ["--smoke-test"]
 )
 
-py_test(
-    name = "genetic_example",
-    size = "small",
-    srcs = ["examples/genetic_example.py"],
-    deps = [":tune_lib"],
-    tags = ["team:ml", "exclusive", "example"],
-    args = ["--smoke-test"]
-)
-
 py_test(
     name = "hebo_example",
     size = "medium",

diff --git a/python/ray/tune/automl/__init__.py b/python/ray/tune/automl/__init__.py
@@ -1,12 +1 @@
-from ray.tune.automl.genetic_searcher import GeneticSearch
-from ray.tune.automl.search_policy import GridSearch, RandomSearch
-from ray.tune.automl.search_space import SearchSpace, ContinuousSpace, DiscreteSpace
-
-__all__ = [
-    "ContinuousSpace",
-    "DiscreteSpace",
-    "SearchSpace",
-    "GridSearch",
-    "RandomSearch",
-    "GeneticSearch",
-]
+raise DeprecationWarning("`ray.tune.automl` is deprecated in Ray 2.6.")
diff --git a/python/ray/tune/automl/board/README.md b/python/ray/tune/automl/board/README.md
diff --git a/python/ray/tune/automl/board/__init__.py b/python/ray/tune/automl/board/__init__.py
diff --git a/python/ray/tune/automl/board/backend/__init__.py b/python/ray/tune/automl/board/backend/__init__.py