Add more observability to Ray Data operator metrics #14
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scottjlee
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Jul 31, 2024
votrou
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lee1258561
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python/ray/data/_internal/execution/interfaces/op_runtime_metrics.py
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python/ray/data/_internal/execution/interfaces/op_runtime_metrics.py
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lee1258561
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| @@ -365,10 +380,11 @@ def obj_store_mem_max_pending_output_per_task(self) -> Optional[float]: | |||
| context = ray.data.DataContext.get_current() | |||
| if context._max_num_blocks_in_streaming_gen_buffer is None: | |||
| return None | |||
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| estimation_ratio = context.op_resource_memory_estimation_ratio | |||
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If so do we need an entry to the DataContext as well?
lee1258561
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This reverts commit 3387e67.
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This reverts commit 3387e67. <!-- Thank you for your contribution! Please review https://github.com/ray-project/ray/blob/master/CONTRIBUTING.rst before opening a pull request. --> <!-- Please add a reviewer to the assignee section when you create a PR. If you don't have the access to it, we will shortly find a reviewer and assign them to your PR. --> ## Why are these changes needed? <!-- Please give a short summary of the change and the problem this solves. --> ## Related issue number <!-- For example: "Closes ray-project#1234" --> ## Checks - [ ] I've signed off every commit(by using the -s flag, i.e., `git commit -s`) in this PR. - [ ] I've run `scripts/format.sh` to lint the changes in this PR. - [ ] I've included any doc changes needed for https://docs.ray.io/en/master/. - [ ] I've added any new APIs to the API Reference. For example, if I added a method in Tune, I've added it in `doc/source/tune/api/` under the corresponding `.rst` file. - [ ] I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/ - Testing Strategy - [ ] Unit tests - [ ] Release tests - [ ] This PR is not tested :(
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Adds a few new metrics: - In-Task Backpressure: Cumulative amount of time in tasks spent idle waiting to "yield" a block - CPU Time: Cumulative time for a task spent with CPU - Also fixes the memory related ray data metrics <img width="1645" alt="Screenshot 2024-07-25 at 1 40 39 PM" src="https://github.com/user-attachments/assets/40e8283f-70b2-4d17-be74-35090f15297f"> <img width="1655" alt="Screenshot 2024-07-25 at 1 40 59 PM" src="https://github.com/user-attachments/assets/b66fdd14-7207-42f8-92b9-ffcf8d366089"> Signed-off-by: Saurabh Vishwas Joshi <[email protected]>
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This reverts commit 3387e67. <!-- Thank you for your contribution! Please review https://github.com/ray-project/ray/blob/master/CONTRIBUTING.rst before opening a pull request. --> <!-- Please add a reviewer to the assignee section when you create a PR. If you don't have the access to it, we will shortly find a reviewer and assign them to your PR. --> ## Why are these changes needed? <!-- Please give a short summary of the change and the problem this solves. --> ## Related issue number <!-- For example: "Closes ray-project#1234" --> ## Checks - [ ] I've signed off every commit(by using the -s flag, i.e., `git commit -s`) in this PR. - [ ] I've run `scripts/format.sh` to lint the changes in this PR. - [ ] I've included any doc changes needed for https://docs.ray.io/en/master/. - [ ] I've added any new APIs to the API Reference. For example, if I added a method in Tune, I've added it in `doc/source/tune/api/` under the corresponding `.rst` file. - [ ] I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/ - Testing Strategy - [ ] Unit tests - [ ] Release tests - [ ] This PR is not tested :( Signed-off-by: Saurabh Vishwas Joshi <[email protected]>
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)"" (#26) Reverts #22 Signed-off-by: Saurabh Vishwas Joshi <[email protected]>
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Adds a few new metrics: