Allow user to limit the number of threads that OpenMP spawns. #1362
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Managing GUC parameters in different places is hard to maintain. This patch organizes GUC definitions in a single place. Also, we use define_xxx_guc() APIs to define these parameters and it will allow us to manage GucContext, GucFlags in future. P.S., the test case test_trusted_model doesn't seem correct. I fixed it in this patch.
This patch introduces a new GUC parameter pgml.omp_num_threads to control control the number of threads that OpenMP can spawn. Co-authored-by: Xuebin Su <sxuebin@vmware.com> Co-authored-by: Xuebin Su (苏学斌) <12034000+xuebinsu@users.noreply.github.com>
kczimm
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Apr 4, 2024
pgml-extension/Cargo.toml
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| serde_json = { version = "1.0", features = ["preserve_order"] } | ||
| typetag = "0.2" | ||
| xgboost = { git = "https://github.com/postgresml/rust-xgboost", branch = "master" } | ||
| lazy_static = "1.4.0" |
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We can use the once_cell::sync::Lazy since we already have that dependency, rather than adding a new one.
kczimm
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Apr 5, 2024
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kczimm
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Apr 10, 2024
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Sorry for the additional suggestions but I think we should be good after this.
pgml-extension/src/lib.rs
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| #[pg_guard] | ||
| pub extern "C" fn _PG_init() { | ||
| config::initialize_server_params(); | ||
| let omp_num_threads = config::PGML_OMP_NUM_THREADS.get(); |
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I think we should move this get/set into the config::initialize_server_params() also. It's specifically configuration.
kczimm
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Apr 10, 2024
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Sorry for the additional suggestions but I think we should be good after this.
Co-authored-by: kczimm <4733573+kczimm@users.noreply.github.com>
Co-authored-by: kczimm <4733573+kczimm@users.noreply.github.com>
- Set the minimum value of OMP_NUM_THREADS to 1. - Move PGML_OMP_NUM_THREADS.get() into initialize_server_params().
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No problem! Glad to hear more suggestions from you :-) |
kczimm
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Apr 11, 2024
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This patch introduces a new GUC parameter pgml.omp_num_threads to
control control the number of threads that OpenMP can spawn.
This PR contains 2 commits. The first one is refactoring the GUC parameters of pgml (#1360). The second one is for allowing user to control the number of threads that OpenMP can spawn.
Fixes #1161
Depends on #1360 which helps manage GUC parameters better.