Repository: facebookresearch/hydra

I have access to a python code repository in the directory /testbed . You can explore and modify files using the available tools. Consider the following issue description:

<issue_description>
[callbacks] call on_*_end events in reverse order
</issue_description>

Can you help me implement the necessary changes to the repository so that the requirements specified in the <issue_description> are met?
I've already taken care of all changes to any of the test files described in the <issue_description>. This means you DON'T have to modify the testing logic or any of the tests in any way!
Also the development Python environment is already set up for you (i.e., all dependencies already installed), so you don't need to install other packages.
Your task is to make the minimal changes to non-test files in the /testbed directory to ensure the <issue_description> is satisfied.

Follow these phases to resolve the issue:

Phase 1. READING: read the problem and reword it in clearer terms
   1.1 If there are code or config snippets. Express in words any best practices or conventions in them.
   1.2 Hightlight message errors, method names, variables, file names, stack traces, and technical details.
   1.3 Explain the problem in clear terms.
   1.4 Enumerate the steps to reproduce the problem.
   1.5 Hightlight any best practices to take into account when testing and fixing the issue

Phase 2. RUNNING: install and run the tests on the repository
   2.1 Activate the environment by running  
       ./opt/miniconda3/etc/profile.d/conda.sh ; conda activate testbed
   2.2 Follow the readme
   2.3 Install the environment and anything needed
   2.4 Iterate and figure out how to run the tests

Phase 3. EXPLORATION: find the files that are related to the problem and possible solutions
   3.1 Use `grep` to search for relevant methods, classes, keywords and error messages.
   3.2 Identify all files related to the problem statement.
   3.3 Propose the methods and files to fix the issue and explain why.
   3.4 From the possible file locations, select the most likely location to fix the issue.

Phase 4. TEST CREATION: before implementing any fix, create a script to reproduce and verify the issue.
   4.1 Look at existing test files in the repository to understand the test format/structure.
   4.2 Create a minimal reproduction script that reproduces the located issue.
   4.3 Run the reproduction script to confirm you are reproducing the issue.
   4.4 Adjust the reproduction script as necessary.

Phase 5. FIX ANALYSIS: state clearly the problem and how to fix it
   5.1 State clearly what the problem is.
   5.2 State clearly where the problem is located.
   5.3 State clearly how the test reproduces the issue.
   5.4 State clearly the best practices to take into account in the fix.
   5.5 State clearly how to fix the problem.

Phase 6. FIX IMPLEMENTATION: Edit the source code to implement your chosen solution.
   6.1 Make minimal, focused changes to fix the issue.

Phase 7. VERIFICATION: Test your implementation thoroughly.
   7.1 Run your reproduction script to verify the fix works.
   7.2 Add edge cases to your test script to ensure comprehensive coverage.
   7.3 Run existing tests related to the modified code to ensure you haven't broken anything.

8. FINAL REVIEW: Carefully re-read the problem description and compare your changes with the base commit c6aeb2ea65892fd4af9f3a7d7795bab08ad7398d.
   8.1 Ensure you've fully addressed all requirements.
   8.2 Run any tests in the repository related to:
     8.2.1 The issue you are fixing
     8.2.2 The files you modified
     8.2.3 The functions you changed
   8.3 If any tests fail, revise your implementation until all tests pass

Be thorough in your exploration, testing, and reasoning. It's fine if your thinking process is lengthy - quality and completeness are more important than brevity.

Gold patch:
diff --git a/hydra/core/callbacks.py b/hydra/core/callbacks.py
--- a/hydra/core/callbacks.py
+++ b/hydra/core/callbacks.py
@@ -14,8 +14,9 @@ def __init__(self, config: DictConfig) -> None:
         for params in config.hydra.callbacks.values():
             self.callbacks.append(instantiate(params))
 
-    def _notify(self, function_name: str, **kwargs: Any) -> None:
-        for c in self.callbacks:
+    def _notify(self, function_name: str, reverse: bool = False, **kwargs: Any) -> None:
+        callbacks = reversed(self.callbacks) if reverse else self.callbacks
+        for c in callbacks:
             try:
                 getattr(c, function_name)(**kwargs)
             except Exception as e:
@@ -27,13 +28,15 @@ def on_run_start(self, config: DictConfig, **kwargs: Any) -> None:
         self._notify(function_name="on_run_start", config=config, **kwargs)
 
     def on_run_end(self, config: DictConfig, **kwargs: Any) -> None:
-        self._notify(function_name="on_run_end", config=config, **kwargs)
+        self._notify(function_name="on_run_end", config=config, reverse=True, **kwargs)
 
     def on_multirun_start(self, config: DictConfig, **kwargs: Any) -> None:
         self._notify(function_name="on_multirun_start", config=config, **kwargs)
 
     def on_multirun_end(self, config: DictConfig, **kwargs: Any) -> None:
-        self._notify(function_name="on_multirun_end", config=config, **kwargs)
+        self._notify(
+            function_name="on_multirun_end", reverse=True, config=config, **kwargs
+        )
 
     def on_job_start(self, config: DictConfig, **kwargs: Any) -> None:
         self._notify(function_name="on_job_start", config=config, **kwargs)
@@ -42,5 +45,9 @@ def on_job_end(
         self, config: DictConfig, job_return: JobReturn, **kwargs: Any
     ) -> None:
         self._notify(
-            function_name="on_job_end", config=config, job_return=job_return, **kwargs
+            function_name="on_job_end",
+            config=config,
+            job_return=job_return,
+            reverse=True,
+            **kwargs,
         )


Test patch:
diff --git a/tests/test_apps/app_with_callbacks/custom_callback/config.yaml b/tests/test_apps/app_with_callbacks/custom_callback/config.yaml
--- a/tests/test_apps/app_with_callbacks/custom_callback/config.yaml
+++ b/tests/test_apps/app_with_callbacks/custom_callback/config.yaml
@@ -4,5 +4,4 @@ hydra:
   callbacks:
     custom_callback:
       _target_: my_app.CustomCallback
-      param1: value1
-      param2: value2
+      callback_name: custom_callback
diff --git a/tests/test_apps/app_with_callbacks/custom_callback/config_with_two_callbacks.yaml b/tests/test_apps/app_with_callbacks/custom_callback/config_with_two_callbacks.yaml
new file mode 100644
--- /dev/null
+++ b/tests/test_apps/app_with_callbacks/custom_callback/config_with_two_callbacks.yaml
@@ -0,0 +1,8 @@
+hydra:
+  callbacks:
+    callback_1:
+      _target_: my_app.CustomCallback
+      callback_name: callback_1
+    callback_2:
+      _target_: my_app.CustomCallback
+      callback_name: callback_2
diff --git a/tests/test_apps/app_with_callbacks/custom_callback/my_app.py b/tests/test_apps/app_with_callbacks/custom_callback/my_app.py
--- a/tests/test_apps/app_with_callbacks/custom_callback/my_app.py
+++ b/tests/test_apps/app_with_callbacks/custom_callback/my_app.py
@@ -12,13 +12,9 @@
 
 
 class CustomCallback(Callback):
-    def __init__(self, param1, param2):
-        self.param1 = param1
-        self.param2 = param2
-        self.name = self.__class__.__name__
-        log.info(
-            f"Init {self.name} with self.param1={self.param1}, self.param2={self.param2}"
-        )
+    def __init__(self, callback_name):
+        self.name = callback_name
+        log.info(f"Init {self.name}")
 
     def on_job_start(self, config: DictConfig, **kwargs) -> None:
         log.info(f"{self.name} on_job_start")
@@ -41,7 +37,7 @@ def on_multirun_end(self, config: DictConfig, **kwargs) -> None:
 
 @hydra.main(config_path=".", config_name="config")
 def my_app(cfg: DictConfig) -> None:
-    print(OmegaConf.to_yaml(cfg))
+    log.info(OmegaConf.to_yaml(cfg))
 
 
 if __name__ == "__main__":
diff --git a/tests/test_callbacks.py b/tests/test_callbacks.py
--- a/tests/test_callbacks.py
+++ b/tests/test_callbacks.py
@@ -15,51 +15,72 @@
 
 
 @mark.parametrize(
-    "app_path,args,expected",
+    "args,expected",
     [
         (
-            "tests/test_apps/app_with_callbacks/custom_callback/my_app.py",
             [],
             dedent(
                 """\
-                [HYDRA] Init CustomCallback with self.param1=value1, self.param2=value2
-                [HYDRA] CustomCallback on_run_start
-                [HYDRA] Init CustomCallback with self.param1=value1, self.param2=value2
-                [JOB] CustomCallback on_job_start
-                foo: bar
+                [HYDRA] Init custom_callback
+                [HYDRA] custom_callback on_run_start
+                [HYDRA] Init custom_callback
+                [JOB] custom_callback on_job_start
+                [JOB] foo: bar
 
-                [JOB] CustomCallback on_job_end
-                [JOB] CustomCallback on_run_end"""
+                [JOB] custom_callback on_job_end
+                [JOB] custom_callback on_run_end"""
             ),
         ),
         (
-            "tests/test_apps/app_with_callbacks/custom_callback/my_app.py",
             [
                 "foo=bar",
                 "-m",
             ],
             dedent(
                 """\
-                [HYDRA] Init CustomCallback with self.param1=value1, self.param2=value2
-                [HYDRA] CustomCallback on_multirun_start
+                [HYDRA] Init custom_callback
+                [HYDRA] custom_callback on_multirun_start
                 [HYDRA] Launching 1 jobs locally
                 [HYDRA] \t#0 : foo=bar
-                [HYDRA] Init CustomCallback with self.param1=value1, self.param2=value2
-                [JOB] CustomCallback on_job_start
-                foo: bar
+                [HYDRA] Init custom_callback
+                [JOB] custom_callback on_job_start
+                [JOB] foo: bar
 
-                [JOB] CustomCallback on_job_end
-                [HYDRA] CustomCallback on_multirun_end"""
+                [JOB] custom_callback on_job_end
+                [HYDRA] custom_callback on_multirun_end"""
+            ),
+        ),
+        (
+            [
+                "--config-name",
+                "config_with_two_callbacks",
+            ],
+            dedent(
+                """\
+                [HYDRA] Init callback_1
+                [HYDRA] Init callback_2
+                [HYDRA] callback_1 on_run_start
+                [HYDRA] callback_2 on_run_start
+                [HYDRA] Init callback_1
+                [HYDRA] Init callback_2
+                [JOB] callback_1 on_job_start
+                [JOB] callback_2 on_job_start
+                [JOB] {}
+
+                [JOB] callback_2 on_job_end
+                [JOB] callback_1 on_job_end
+                [JOB] callback_2 on_run_end
+                [JOB] callback_1 on_run_end"""
             ),
         ),
     ],
 )
 def test_app_with_callbacks(
     tmpdir: Path,
-    app_path: str,
     args: List[str],
     expected: str,
 ) -> None:
+    app_path = "tests/test_apps/app_with_callbacks/custom_callback/my_app.py"
 
     cmd = [
         app_path,