[v632] Backport yesterday's fixes#15190
Merged
guitargeek merged 13 commits intoroot-project:v6-32-00-patchesfrom Apr 10, 2024
Merged
[v632] Backport yesterday's fixes#15190guitargeek merged 13 commits intoroot-project:v6-32-00-patchesfrom
guitargeek merged 13 commits intoroot-project:v6-32-00-patchesfrom
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ROOT requires C++17 anyway, so this is redundant and can be confusing.
* remove wrong multiplication of type size in `CastPersistentToShared` * restructure `InitializeTensor` to only provide read-only accessors * avoid memory leak of persistified data when reading back from file * reset `fSize` member in `CastSharedToPersistent` to avoid wrong size info when persistifying the same model twice (otherwise, the multiplication with the element size in bytes would happen twice, resulting in overruns when copying the transient data) Extends on root-project#15162.
* Apply rule of five * Use correct `ClassDef` macro only when necessary * Remove relationship to `TObject` from `RModel_Base` * Properly implement virtual hierarchy for `RModel_GNNBase` and derived
The `bool` columns in RDF are special, because the Take action returns a `std::vector<bool>`, which has an implementation-depended memory layout for space optimization. Therefore, I suggest supporting taking `bool` columns as `unsigned char` with `Take()`, such that in `RDataFrameAsNumpy` the values can be directly taken as bytes. This avoids superfluous copying in the code, and keeps the special logic in the pythonization side minimal. Closes root-project#8639.
This should be added so we can test RBDT in the CI.
* avoid warnings with opened file that is not closed
* don't assume the number of features is in the `_features_count`
attribute (that one doesn't exist with xgboost 2.0)
* support the `"reg:squarederror"` target, which is the default
regression target in xgboost 2.0
Disabled because RBDT doesn't support the imbalanced tree structure of XGBoost models.
XGBoost has to be imported before ROOT to avoid crashes because of clashing std::regexp symbols that are exported by cppyy. See also: wlav/cppyy#227
guitargeek
requested review from
bellenot,
couet,
dpiparo,
lmoneta,
martamaja10 and
vepadulano
as code owners
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find_package(Python3)#15168boolcolumns to NumPy arrays #15180xgboostandscikit-learnto requirements #15183