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19 changes: 3 additions & 16 deletions python/cuvs/cuvs/neighbors/cagra/cagra.pyx
Original file line number Diff line number Diff line change
Expand Up @@ -511,26 +511,13 @@ def build(IndexParams index_params, dataset, resources=None):
... dtype=cp.float32)
>>> build_params = cagra.IndexParams(metric="sqeuclidean")
>>> index = cagra.build(build_params, dataset)
>>> queries = cp.random.random_sample((n_queries, n_features),
... dtype=cp.float32)
>>> distances, neighbors = cagra.search(cagra.SearchParams(),
... index, dataset,
... index, queries,
... k)
>>> distances = cp.asarray(distances)
>>> neighbors = cp.asarray(neighbors)

>>> # ACE example with host data
>>> import numpy as np
>>> dataset_host = np.random.random_sample(
... (n_samples, n_features)
... ).astype(np.float32)
>>> ace_params = cagra.AceParams(
... npartitions=4, use_disk=True, build_dir="/tmp/ace"
... )
>>> build_params = cagra.IndexParams(
... metric="sqeuclidean",
... build_algo="ace",
... ace_params=ace_params
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julianmi marked this conversation as resolved.
... )
>>> idx = cagra.build(build_params, dataset_host)
"""

# Check if ACE build is requested
Expand Down