[auto-merge] branch-24.10 to branch-24.12 [skip ci] [bot] #776
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…ices for all ann algorithms. (#757) * squashed and rebased support derived class and cuvs ivf_pq add testing cosine for ivf_pq replace cuml ivfpq with cuvs ivf_pq fix less than k items probed and support long label dtype in create spark dataframe normalize dataset to unit norms for inner_product distances to avoid mg failure increase ivf_pq quantization to make its recall more stable remove normalization as it transform the dataset that leads to lower recall add case when less than k items are probed * rebased and second squash: improve test case for fewer k items probed fix bug relates to CPUNN revise per comments fix create_pyspark_dataframe to get it works for cp arrays as input fix bug on label of create_pyspark_dataframe fix bug tested in CPUNearestNeighbors model add refine to the knn.py for ivfpq in progress for checkout add debug info get ivf_pq cosine passed by increasing dataset std to make it separable get ivf_pq working after using refine remove unnecessary test for refine get refine work for less than k itmes probed replace df.withColumn with df.select to fix slowdown for df that was initialized with wide pd.DataFrame revise comment to make it more clear * ensure spark returns are consistent with cuvs when handling less than k items probed listening for future updates to consolidate behaviors of ivfflat, ivfpq and refine
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SUCCESS - auto-merge |
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branch-24.10to create a PR keepingbranch-24.12up-to-date. If this PR is unable to be merged due to conflicts, it will remain open until manually fix.