Update Treelite to 4.7.0

[hcho3]

Update Treelite to 4.7.0 to incorporate the following improvements:

• Compatibility fix for XGBoost 3.2 dmlc/treelite#655
• Optimize Scikit-learn model loading by adding Bulk Tree Construction API  dmlc/treelite#651

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📥 Commits

Reviewing files that changed from the base of the PR and between 3d9fd51 and 6b2205d.

📒 Files selected for processing (6)

• conda/environments/all_cuda-129_arch-aarch64.yaml
• conda/environments/all_cuda-129_arch-x86_64.yaml
• conda/environments/all_cuda-131_arch-aarch64.yaml
• conda/environments/all_cuda-131_arch-x86_64.yaml
• dependencies.yaml
• python/cuml/pyproject.toml

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📝 Walkthrough

Summary by CodeRabbit

• Chores
  • Raised the minimum Treelite dependency from 4.6.1 to 4.7.0 across environment and build configurations.
  • Updated the pinned Treelite release used by the build system to a newer revision.

Walkthrough

Treelite minimum version was raised from 4.6.1 to 4.7.0 across dependency manifests and build configs; the Treelite Git tag and VERSION were also updated in the CMake retrieval script.

Changes

Cohort / File(s)	Summary
Conda Environment Files conda/environments/all_cuda-129_arch-aarch64.yaml, conda/environments/all_cuda-129_arch-x86_64.yaml, conda/environments/all_cuda-131_arch-aarch64.yaml, conda/environments/all_cuda-131_arch-x86_64.yaml	Updated treelite constraint from >=4.6.1,<5.0.0 to >=4.7.0,<5.0.0.
Conda Build Configs conda/recipes/cuml/conda_build_config.yaml, conda/recipes/libcuml/conda_build_config.yaml	Bumped treelite_version constraint from >=4.6.1,<5.0.0 to >=4.7.0,<5.0.0.
Core Manifests / Python Build dependencies.yaml, python/cuml/pyproject.toml	Updated Treelite dependency entries from >=4.6.1,<5.0.0 to >=4.7.0,<5.0.0 (multiple occurrences in pyproject.toml).
CMake Treelite retrieval cpp/cmake/thirdparty/get_treelite.cmake	Updated Treelite VERSION from 4.6.1 to 4.7.0 and changed pinned GIT_TAG to the commit for the 4.7.0 release.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

🚥 Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title accurately and clearly summarizes the main change: updating Treelite from 4.6.1 to 4.7.0 across all dependency files.
Description check	✅ Passed	The description is directly related to the changeset, explaining the purpose of the update and referencing specific improvements from the Treelite project.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

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Actionable comments posted: 1

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Verify each finding against the current code and only fix it if needed.

Inline comments:
In `@dependencies.yaml`:
- Line 319: The Treelite version is bumped to >=4.7.0 in dependencies.yaml but
cpp/cmake/thirdparty/get_treelite.cmake still pins VERSION 4.6.1; update the
CMake fetch to use VERSION 4.7.0 (replace the VERSION value and any
corresponding URL/checksum constants in get_treelite.cmake), ensure any
variables or comments referencing 4.6.1 are updated, and run the CMake fetch
step locally to verify the source URL/checksum remain correct and builds
succeed.

---

ℹ️ Review info

⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: 8059b1a7-715a-44a3-b043-a68f50ce3d6a

📥 Commits

Reviewing files that changed from the base of the PR and between d28fd9d and d047689.

📒 Files selected for processing (8)

• conda/environments/all_cuda-129_arch-aarch64.yaml
• conda/environments/all_cuda-129_arch-x86_64.yaml
• conda/environments/all_cuda-131_arch-aarch64.yaml
• conda/environments/all_cuda-131_arch-x86_64.yaml
• conda/recipes/cuml/conda_build_config.yaml
• conda/recipes/libcuml/conda_build_config.yaml
• dependencies.yaml
• python/cuml/pyproject.toml

[jcrist]

[hcho3]

Retargeting this pull request to the 26.04 branch.

[jcrist]

The OOM failure you're seeing in the sklearn tests is the one that #7881 (cherry-picked back to this branch) will/should fix.

[jcrist]

/merge