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Update flaml requirement from <2.6.0 to <2.9.0 in /mlos_core - #1060

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Updates the requirements on flaml to permit the latest version.

Release notes

Sourced from flaml's releases.

v2.8.0

This release improves correctness across AutoML, forecasting, and tuning. It fixes quantized integer sampling bounds, singleton integer search-space normalization, low-cost search-space processing, and independence of suggested configurations from the portfolio. It strengthens time-series evaluation with corrected cross-validation coverage, panel time indices, naive and seasonal-naive forecasts, and R² scoring. Data preparation and metrics improvements include OrdinalEncoder-based categorical encoding, preservation of missing datetimes for imputation, weighted MAPE, clearer errors for binary-only metrics on multiclass data, and support for scalar ROUGE results. It also improves training-log appends and Spark forest prediction, updates pandas compatibility and Windows ARM64 CI, and refreshes documentation and dependencies.

Thank you to all contributors for the PRs, issues, reviewing and testing.

Welcome @​raashish1601, @​Linxiushen, @​anishmehta24, @​ktz03, @​student-shivamm, @​sarankumar1325, and @​nicoloangileri to the community!

What's Changed

New Contributors

... (truncated)

Commits
  • 46bce0c Upgrade version to 2.8.0 (#1658)
  • 1f8038e Fix default R2 target order for time-series scores (#1654)
  • 6451614 fix: isolate inline Spark trials from the Spark joblib backend (#1657)
  • 798cacb build(deps): bump joi from 17.13.8 to 17.13.9 in /website (#1653)
  • 386ff40 fix: make naive and snaive forecasts match their definitions (#1611)
  • b784797 fix(automl): safely append training logs (#1615)
  • 7e99884 fix: compute time_idx in steps for non-monthly panel data (#1636)
  • 6347ea5 docs: fix dead links in docs, tutorials and tune README (#1651)
  • 7618fe6 Document the real default of index_col in train_test_split_pyspark (#1646)
  • dee3308 Avoid pandas 3.1 deprecations in tabular preprocessing (#1648)
  • Additional commits viewable in compare view

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Updates the requirements on [flaml](https://github.com/microsoft/FLAML) to permit the latest version.
- [Release notes](https://github.com/microsoft/FLAML/releases)
- [Commits](microsoft/FLAML@v0.1.0...v2.8.0)

---
updated-dependencies:
- dependency-name: flaml
  dependency-version: 2.8.0
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <support@github.com>
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dependabot Bot requested a review from a team as a code owner November 9, 2026 17:12
@dependabot dependabot Bot added dependencies Pull requests that update a dependency file python Pull requests that update Python code labels Nov 9, 2026
Copilot AI balanced review requested due to automatic review settings November 9, 2026 17:12

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🟢 Approval recommended

The review identifies no active issues with the optional FLAML dependency-range update.

No open issues 🎉

What changed in this PR

Widens the optional FLAML dependency range in mlos_core, allowing newer releases without changing application code.

Changes:

  • Raises the FLAML upper bound from <2.6.0 to <2.9.0, permitting the 2.6–2.8 release series while retaining the blendsearch extra.
File Description
mlos_core/​setup.py Updates the FLAML version constraint in optional dependencies.

Review effort: Balanced

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