[RLlib; offline RL; docs] Docs do-over (new API stack): Offline RL.#48818

Merged

sven1977 merged 83 commits intoray-project:masterfrom simonsays1980:offline-rl-docs-overhaul

Jan 3, 2025

+1,961-348

Commits on Nov 20, 2024

Started rewriting Offline RL documentation and added examples, descriptions, hints, notes, and testcode.
simonsays1980
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Fixed indent error.
simonsays1980
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Removed :hide: syntax from testsetup b/c it was producing an error.
simonsays1980
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Commits on Nov 21, 2024

Commits on Nov 22, 2024

Commits on Nov 25, 2024

Added documentation for performance tuning in Offline RL. Performance tuning of data read operations with available resources, data locality, data sharding, and data pruning.
simonsays1980
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Commits on Nov 26, 2024

Commits on Nov 27, 2024

Added sections for tuning training with batch sizes, prefetching and substream iterations. Fixed a couple of reference bugs.
simonsays1980
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Commits on Nov 28, 2024

Finished 'How to tune performance' section and started with 'Customization' section.
simonsays1980
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Commits on Dec 1, 2024

Added extensive example for overriding 'OfflinePreLearner'.
simonsays1980
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Commits on Dec 2, 2024

Commits on Dec 3, 2024

Commits on Dec 5, 2024

Merge branch 'master' into offline-rl-docs-overhaul
simonsays1980
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Commits on Dec 10, 2024

Commits on Dec 11, 2024

Added missing image to git-tracked files.
simonsays1980
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Commits on Dec 12, 2024

Apply suggestions from code review

sven1977
and
angelinalg
authored
[core][compiled graphs] Support arbitrary torch.dtypes when passing through shared memory (ray-project#48957 )

stephanie-wang
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simonsays1980
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[Tune] update optuna_search to allow users to configure optuna storage (ray-project#48547 )

authored and
simonsays1980
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[core] Cache runtime env for core worker (ray-project#49140 )

dentiny
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simonsays1980
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[RLlib] Fix bugs in MultiAgentEpisode class (getters, env_t_to_agent_t system, etc..). (ray-project#49191 )

sven1977
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simonsays1980
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[Data] Revise training benchmarks (ray-project#49171 )

bveeramani
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simonsays1980
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[core] Stabilize many_nodes release test (ray-project#49193 )

dayshah
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simonsays1980
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[Core] Fix rpdb.py for windows and encoding failures, adjust tests (ray-project#48117 )

mattip
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simonsays1980
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[Dashboard] Add instance variables to many default dashboard graphs (ray-project#49174 )

alanwguo
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simonsays1980
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[Doc] Logging: Add Fluent Bit sidecar and Grafana Loki to Persist Ray logs (ray-project#49038 )

win5923
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simonsays1980
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[Dashboard] Display duration in milliseconds if under 1 second. (ray-project#49126 )

coltwood93
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simonsays1980
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[RLlib; docs] Docs do-over (new API stack): Env pages vol 01. (ray-project#49165 )

sven1977
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simonsays1980
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[RLlib] Cleanup examples folder (new API stack) vol 31: Add hierarchical training example script. (ray-project#49127 )

sven1977
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simonsays1980
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[core] Use single asio context along the IO path (ray-project#49172 )

dentiny
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simonsays1980
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[train] reference custom resources in ScalingConfig.resources_per_worker (ray-project#48708 )

matthewdeng
authored and
simonsays1980
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[CI; RLlib] Increase parallel example scripts processes from 5 to 6. (ray-project#49217 )

sven1977
authored and
simonsays1980
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[data] webdataset - expand JSON objects into individual samples (ray-project#48673 )

authored and
simonsays1980
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[core][observability] Improve observability when the core worker fails to read data from the Raylet socket (ray-project#49163 )

kevin85421
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simonsays1980
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[data] remove _split_list dead code (ray-project#47954 )

Jay-ju
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simonsays1980
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[Data] support passing kwargs to map tasks. (ray-project#49208 )

raulchen
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simonsays1980
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[data] Add ExecutionCallback interface (ray-project#49205 )

raulchen
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simonsays1980
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[serve] Add DEPLOY_FAILED deployment status (ray-project#49178 )

authored and
simonsays1980
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[Data] Add read_clickhouse API to read ClickHouse Dataset (ray-project#49060 )

authored and
simonsays1980
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[serve] Add missing DEPLOY_FAILED state transitions (ray-project#49225 )

zcin
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simonsays1980
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[core] Cleanup shared pointer for ref counter in memory store (ray-project#49212 )

dentiny
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simonsays1980
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[Data] Add release test for TPCH Q1 (ray-project#49197 )

bveeramani
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simonsays1980
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Fixed some linter errors.
simonsays1980
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Commits on Dec 13, 2024

Fixed two class reference bugs.
simonsays1980
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Commits on Dec 16, 2024

Commits on Dec 17, 2024

Commits on Dec 18, 2024

Commits on Dec 27, 2024

Merge branch 'master' into offline-rl-docs-overhaul
simonsays1980
committed

Commits on Dec 30, 2024

Merged master and resolved conflicts.
simonsays1980
committed

Commits on Dec 31, 2024

Commits on Jan 2, 2025

Commits on Jan 3, 2025