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[RLlib] Enable cloud checkpointing. #47682

Merged
merged 20 commits into from
Sep 25, 2024
Merged

[RLlib] Enable cloud checkpointing. #47682

merged 20 commits into from
Sep 25, 2024
+162 −41

Commits on Sep 13, 2024

  1. Interchanged local filesystem with PyArrow filesystem to be able to s… 

    …tore to any PyArrow filesystem, i.e. epsecially GCS/S3/ABS/NFS.

Signed-off-by: simonsays1980 <[email protected]>
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    simonsays1980 committed Sep 13, 2024
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  2. Interchanged local filesystem with PyArrow filesystem to be able to r… 

    …estore from any PyArrow filesystem, i.e. epsecially GCS/S3/ABS/NFS.

Signed-off-by: simonsays1980 <[email protected]>
    @simonsays1980
    simonsays1980 committed Sep 13, 2024
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Commits on Sep 16, 2024

  1. Merge branch 'master' into enable-cloud-checkpointing

    @simonsays1980
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  2. Added filesystem to all subcomponent calls and added conversion to st… 

    …ring paths before using PyArrow's filesystem detector. Furthermpore, added docstrings.

Signed-off-by: simonsays1980 <[email protected]>
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    simonsays1980 committed Sep 16, 2024
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  3. Added pyarrow FileSystem to 'from_checkpoint' and 'get_checkpoint_info'. 

    Signed-off-by: simonsays1980 <[email protected]>
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  4. Added suggestions from @sven1977's review and fixed a small path error. 

    Signed-off-by: simonsays1980 <[email protected]>
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  5. Fixed a unit test in 'checkpoint_utils'. 

    Signed-off-by: simonsays1980 <[email protected]>
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Commits on Sep 17, 2024

  1. Fixed bug in doctests of 'rllib-learner.rst'. 

    Signed-off-by: simonsays1980 <[email protected]>
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  2. [spark] Refine comment in Starting ray worker spark task (ray-project… 

    …#47670)

Signed-off-by: Weichen Xu <[email protected]>
    @WeichenXu123 @simonsays1980
    WeichenXu123 authored and simonsays1980 committed Sep 17, 2024
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  3. [Data] Add SERVICE_UNAVAILABLE to list of retried transient errors (r… 

    …ay-project#47673)

While reading or writing files with Ray Data, S3 might raise a transient SERVICE_UNAVAILABLE error. This PR adds the error to the list of retried transient errors.

Signed-off-by: Balaji Veeramani <[email protected]>
    @bveeramani @simonsays1980
    bveeramani authored and simonsays1980 committed Sep 17, 2024
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  4. [Data] Fix bug where Ray Data incorrectly emits progress bar warning (r… 

    …ay-project#47680)

Fixes ray-project#47679

---------

Signed-off-by: Balaji Veeramani <[email protected]>
    @bveeramani @simonsays1980
    bveeramani authored and simonsays1980 committed Sep 17, 2024
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  5. [serve] Additional metadata and context (ray-project#47652) 

    ## Why are these changes needed?

Add some additional items to replica metadata and request context.

---------

Signed-off-by: Cindy Zhang <[email protected]>
    @zcin @simonsays1980
    zcin authored and simonsays1980 committed Sep 17, 2024
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  6. [Core][aDAG] Set buffer size to 1 for regression (ray-project#47639) 

    There's a regression with buffer size 10. I am going to investigate but I will revert it to buffer size 1 for now until further investigation.
With buffer size 1, regression seems to be gone https://buildkite.com/ray-project/release/builds/22594#0191ed4b-5477-45ff-be9e-6e098b5fbb3c. probably some sort of contention or sth like that
    @rkooo567 @simonsays1980
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  7. [core][aDAG] Fix microbenchmark regression adag 2 (ray-project#47683) 

    After multi ref PR, we cannot just do await on returned value when it is multi ref output
    @rkooo567 @simonsays1980
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  8. [RLlib] Fix/remove some CI tests and many_ppo release test. (ray-proj… 

    …ect#47686)
    @sven1977 @simonsays1980
    sven1977 authored and simonsays1980 committed Sep 17, 2024
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  9. Add perf metrics for 2.36.0 (ray-project#47574) 

    ```
REGRESSION 12.66%: single_client_get_object_containing_10k_refs (THROUGHPUT) regresses from 13.204885454613315 to 11.533423619760748 in microbenchmark.json
REGRESSION 9.50%: client__1_1_actor_calls_sync (THROUGHPUT) regresses from 523.3469473257671 to 473.62862729568997 in microbenchmark.json
REGRESSION 6.76%: multi_client_put_gigabytes (THROUGHPUT) regresses from 45.440179854469804 to 42.368678421213005 in microbenchmark.json
REGRESSION 4.92%: 1_n_actor_calls_async (THROUGHPUT) regresses from 8803.178389859915 to 8370.014425096557 in microbenchmark.json
REGRESSION 3.89%: n_n_actor_calls_with_arg_async (THROUGHPUT) regresses from 2748.863962184806 to 2641.837605625889 in microbenchmark.json
REGRESSION 3.45%: client__1_1_actor_calls_async (THROUGHPUT) regresses from 1019.3028285821217 to 984.156036006501 in microbenchmark.json
REGRESSION 3.06%: client__1_1_actor_calls_concurrent (THROUGHPUT) regresses from 1007.6444648899972 to 976.8103650114274 in microbenchmark.json
REGRESSION 0.65%: placement_group_create/removal (THROUGHPUT) regresses from 805.1759941825478 to 799.9345402492929 in microbenchmark.json
REGRESSION 0.33%: single_client_put_calls_Plasma_Store (THROUGHPUT) regresses from 5273.203424794718 to 5255.898134426729 in microbenchmark.json
REGRESSION 0.02%: 1_1_actor_calls_async (THROUGHPUT) regresses from 9012.880467992636 to 9011.034048587637 in microbenchmark.json
REGRESSION 0.01%: client__put_gigabytes (THROUGHPUT) regresses from 0.13947664668408546 to 0.13945791828216536 in microbenchmark.json
REGRESSION 0.00%: client__put_calls (THROUGHPUT) regresses from 806.1974515278531 to 806.172478450918 in microbenchmark.json
REGRESSION 70.55%: dashboard_p50_latency_ms (LATENCY) regresses from 104.211 to 177.731 in benchmarks/many_actors.json
REGRESSION 13.13%: time_to_broadcast_1073741824_bytes_to_50_nodes (LATENCY) regresses from 18.961532712000007 to 21.451945214000006 in scalability/object_store.json
REGRESSION 4.50%: 3000_returns_time (LATENCY) regresses from 5.680022101000006 to 5.935367576000004 in scalability/single_node.json
REGRESSION 3.96%: avg_iteration_time (LATENCY) regresses from 0.9740754842758179 to 1.012664566040039 in stress_tests/stress_test_dead_actors.json
REGRESSION 2.75%: stage_2_avg_iteration_time (LATENCY) regresses from 63.694758081436156 to 65.44879236221314 in stress_tests/stress_test_many_tasks.json
REGRESSION 1.66%: 10000_args_time (LATENCY) regresses from 17.328640389999997 to 17.61703060299999 in scalability/single_node.json
REGRESSION 1.40%: stage_4_spread (LATENCY) regresses from 0.45063567085147194 to 0.4569625792772166 in stress_tests/stress_test_many_tasks.json
REGRESSION 0.69%: dashboard_p50_latency_ms (LATENCY) regresses from 3.347 to 3.37 in benchmarks/many_pgs.json
REGRESSION 0.19%: 10000_get_time (LATENCY) regresses from 23.896780481999997 to 23.942006032999984 in scalability/single_node.json
```

Signed-off-by: kevin <[email protected]>
    @khluu @simonsays1980
    khluu authored and simonsays1980 committed Sep 17, 2024
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  10. [Core] Added spaces to disallowed char for working dir (ray-project#4… 

    …6767)

Signed-off-by: prithvi-mac <[email protected]>
    @prithvi081099 @simonsays1980
    prithvi081099 authored and simonsays1980 committed Sep 17, 2024
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  11. Indented code in docs as CI tests were raising an error. 

    Signed-off-by: simonsays1980 <[email protected]>
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Commits on Sep 25, 2024

  1. Merged Master 

    Signed-off-by: simonsays1980 <[email protected]>
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    simonsays1980 committed Sep 25, 2024
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  2. Removed indentation in 'rllib-learner.rst'. 

    Signed-off-by: simonsays1980 <[email protected]>
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    simonsays1980 committed Sep 25, 2024
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