Index

A

add() (quake.index_wrappers.faiss_hnsw.FaissHNSW method) (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) (quake.QuakeIndex method) add_level() (quake.QuakeIndex method) alpha (quake.MaintenancePolicyParams property)

aps_flush_period_us (quake.SearchParams property) aps_time_ns (quake.SearchTimingInfo property) assign_time_us (quake.BuildTimingInfo property) assignments (quake.index_wrappers.quake.QuakeWrapper attribute) auncel_a (quake.SearchParams property) auncel_b (quake.SearchParams property)

B

batch_size (quake.SearchParams property) batched_scan (quake.SearchParams property) boundary_distance_time_ns (quake.SearchTimingInfo property) buffer_init_time_ns (quake.SearchTimingInfo property)

build() (quake.index_wrappers.faiss_hnsw.FaissHNSW method) (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) (quake.QuakeIndex method) BuildTimingInfo (class in quake)

C

centroids() (quake.index_wrappers.faiss_hnsw.FaissHNSW method) (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method)

cluster_ids() (quake.index_wrappers.quake.QuakeWrapper method) code_size (quake.BuildTimingInfo property) copy_query_time_ns (quake.SearchTimingInfo property) current_level (quake.QuakeIndex property)

D

d (quake.BuildTimingInfo property) d() (quake.index_wrappers.faiss_hnsw.FaissHNSW method) (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) Dataset (class in quake.datasets.ann_datasets) delete_threshold_ns (quake.MaintenancePolicyParams property) delete_time_us (quake.MaintenanceTimingInfo property) distances (quake.SearchResult property) download() (quake.datasets.ann_datasets.Dataset method) (quake.datasets.ann_datasets.MSTuring100m method) (quake.datasets.ann_datasets.MSTuring10m method) (quake.datasets.ann_datasets.Sift10m method) (quake.datasets.ann_datasets.Sift1m method) (quake.datasets.ann_datasets.T2I1M method) (quake.datasets.ann_datasets.UniformDataset method) (quake.datasets.ann_datasets.Wiki13M method) (quake.datasets.ann_datasets.WikiCohere1M method)

download_dir (quake.datasets.ann_datasets.Dataset attribute)

E

enable_delete_rejection (quake.MaintenancePolicyParams property)

enable_split_rejection (quake.MaintenancePolicyParams property)

F

faiss_metric_to_str() (in module quake.index_wrappers.faiss_ivf) FaissHNSW (class in quake.index_wrappers.faiss_hnsw)

FaissIVF (class in quake.index_wrappers.faiss_ivf) find_partition_time_us (quake.ModifyTimingInfo property) FLAT (quake.index_wrappers.faiss_ivf.IndexType attribute)

G

get() (quake.QuakeIndex method) get_ids() (quake.QuakeIndex method)

gpu_batch_size (quake.IndexBuildParams property) gpu_sample_size (quake.IndexBuildParams property)

I

ids (quake.SearchResult property) index (quake.index_wrappers.faiss_hnsw.FaissHNSW attribute) (quake.index_wrappers.faiss_ivf.FaissIVF attribute) (quake.index_wrappers.quake.QuakeWrapper attribute) index_state() (quake.index_wrappers.faiss_hnsw.FaissHNSW method) (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) index_type (quake.index_wrappers.faiss_ivf.FaissIVF attribute) IndexBuildParams (class in quake) IndexType (class in quake.index_wrappers.faiss_ivf) initial_search_fraction (quake.SearchParams property) initialize_maintenance_policy() (quake.QuakeIndex method)

input_validation_time_us (quake.ModifyTimingInfo property) is_downloaded() (quake.datasets.ann_datasets.Dataset method) (quake.datasets.ann_datasets.MSTuring100m method) (quake.datasets.ann_datasets.MSTuring10m method) (quake.datasets.ann_datasets.Sift10m method) (quake.datasets.ann_datasets.Sift1m method) (quake.datasets.ann_datasets.T2I1M method) (quake.datasets.ann_datasets.UniformDataset method) (quake.datasets.ann_datasets.Wiki13M method) (quake.datasets.ann_datasets.WikiCohere1M method) IVF (quake.index_wrappers.faiss_ivf.IndexType attribute) IVFPQ (quake.index_wrappers.faiss_ivf.IndexType attribute)

J

job_enqueue_time_ns (quake.SearchTimingInfo property)

job_wait_time_ns (quake.SearchTimingInfo property)

K

k (quake.SearchParams property)

k_factor (quake.SearchParams property)

L

load() (quake.datasets.ann_datasets.Dataset method) (quake.index_wrappers.faiss_hnsw.FaissHNSW method) (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) (quake.QuakeIndex method) load_dataset() (in module quake.datasets.ann_datasets) load_ground_truth() (quake.datasets.ann_datasets.Dataset method) (quake.datasets.ann_datasets.MSTuring100m method) (quake.datasets.ann_datasets.MSTuring10m method) (quake.datasets.ann_datasets.Sift10m method) (quake.datasets.ann_datasets.Sift1m method) (quake.datasets.ann_datasets.T2I1M method) (quake.datasets.ann_datasets.UniformDataset method) (quake.datasets.ann_datasets.Wiki13M method) (quake.datasets.ann_datasets.WikiCohere1M method) load_queries() (quake.datasets.ann_datasets.Dataset method) (quake.datasets.ann_datasets.MSTuring100m method) (quake.datasets.ann_datasets.MSTuring10m method) (quake.datasets.ann_datasets.Sift10m method) (quake.datasets.ann_datasets.Sift1m method) (quake.datasets.ann_datasets.T2I1M method) (quake.datasets.ann_datasets.UniformDataset method) (quake.datasets.ann_datasets.Wiki13M method) (quake.datasets.ann_datasets.WikiCohere1M method)

load_vectors() (quake.datasets.ann_datasets.Dataset method) (quake.datasets.ann_datasets.MSTuring100m method) (quake.datasets.ann_datasets.MSTuring10m method) (quake.datasets.ann_datasets.Sift10m method) (quake.datasets.ann_datasets.Sift1m method) (quake.datasets.ann_datasets.T2I1M method) (quake.datasets.ann_datasets.UniformDataset method) (quake.datasets.ann_datasets.Wiki13M method) (quake.datasets.ann_datasets.WikiCohere1M method) local_scan_throughput (quake.SearchTimingInfo property)

M

maintenance() (quake.index_wrappers.faiss_hnsw.FaissHNSW method) (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) (quake.QuakeIndex method) maintenance_policy (quake.MaintenancePolicyParams property) MaintenancePolicyParams (class in quake) MaintenanceTimingInfo (class in quake) max_partition_size (quake.MaintenancePolicyParams property) metric (quake.datasets.ann_datasets.Dataset attribute) (quake.IndexBuildParams property) metric() (quake.index_wrappers.quake.QuakeWrapper method)

metric_str_to_faiss() (in module quake.index_wrappers.faiss_ivf) min_partition_size (quake.MaintenancePolicyParams property) modify_count (quake.ModifyTimingInfo property) modify_time_us (quake.ModifyTimingInfo property) ModifyTimingInfo (class in quake) module quake.datasets.ann_datasets quake.index_wrappers.faiss_hnsw quake.index_wrappers.faiss_ivf quake.index_wrappers.quake MSTuring100m (class in quake.datasets.ann_datasets) MSTuring10m (class in quake.datasets.ann_datasets)

N

n_clusters (quake.SearchTimingInfo property) n_codebooks (quake.BuildTimingInfo property) n_deletes (quake.MaintenanceTimingInfo property) n_queries (quake.SearchTimingInfo property) n_splits (quake.MaintenanceTimingInfo property) n_total() (quake.index_wrappers.faiss_hnsw.FaissHNSW method) (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method)

n_vectors (quake.BuildTimingInfo property) niter (quake.IndexBuildParams property) nlist (quake.IndexBuildParams property) nlist() (quake.QuakeIndex method) nprobe (quake.SearchParams property) ntotal() (quake.QuakeIndex method) num_merge_workers (quake.IndexBuildParams property) num_threads (quake.SearchParams property) num_workers (quake.IndexBuildParams property)

P

parent (quake.QuakeIndex property) parent_info (quake.SearchTimingInfo property) parent_params (quake.IndexBuildParams property) (quake.SearchParams property)

partition_reduction_threshold (quake.MaintenancePolicyParams property) partitions_scanned (quake.SearchTimingInfo property) PQ (quake.index_wrappers.faiss_ivf.IndexType attribute)

Q

quake.datasets.ann_datasets module quake.index_wrappers.faiss_hnsw module quake.index_wrappers.faiss_ivf module

quake.index_wrappers.quake module QuakeIndex (class in quake) QuakeWrapper (class in quake.index_wrappers.quake)

R

recall_target (quake.SearchParams property) recompute_threshold (quake.SearchParams property) refinement_iterations (quake.MaintenancePolicyParams property) refinement_radius (quake.MaintenancePolicyParams property) refinement_time_us (quake.MaintenanceTimingInfo property)

remove() (quake.index_wrappers.faiss_hnsw.FaissHNSW method) (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) (quake.QuakeIndex method) result_aggregate_time_ns (quake.SearchTimingInfo property)

S

sample_prefix (quake.SearchParams property) sample_stride (quake.SearchParams property) save() (quake.index_wrappers.faiss_hnsw.FaissHNSW method) (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) (quake.QuakeIndex method) scan_time_ns (quake.SearchTimingInfo property) search() (quake.index_wrappers.faiss_hnsw.FaissHNSW method) (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) (quake.QuakeIndex method)

search_params (quake.SearchTimingInfo property) SearchParams (class in quake) SearchResult (class in quake) SearchTimingInfo (class in quake) Sift10m (class in quake.datasets.ann_datasets) Sift1m (class in quake.datasets.ann_datasets) spann_eps (quake.SearchParams property) split_knn_iterations (quake.MaintenancePolicyParams property) split_threshold_ns (quake.MaintenancePolicyParams property) split_time_us (quake.MaintenanceTimingInfo property)

T

T2I1M (class in quake.datasets.ann_datasets) timing_info (quake.SearchResult property) total_time_ns (quake.SearchTimingInfo property)

total_time_us (quake.BuildTimingInfo property) (quake.MaintenanceTimingInfo property) track_hits (quake.SearchParams property) train_time_us (quake.BuildTimingInfo property)

U

UniformDataset (class in quake.datasets.ann_datasets) url (quake.datasets.ann_datasets.Dataset attribute) (quake.datasets.ann_datasets.Sift1m attribute) use_auncel (quake.SearchParams property)

use_gpu (quake.IndexBuildParams property) use_numa (quake.IndexBuildParams property) use_precomputed (quake.SearchParams property) use_spann (quake.SearchParams property)

W

Wiki13M (class in quake.datasets.ann_datasets) WikiCohere1M (class in quake.datasets.ann_datasets) window_size (quake.MaintenancePolicyParams property) worker_enqueue_time_ns (quake.SearchTimingInfo property) worker_job_time_ns (quake.SearchTimingInfo property)

worker_partition_size (quake.SearchTimingInfo property) worker_process_preamble_time_ns (quake.SearchTimingInfo property) worker_process_time_ns (quake.SearchTimingInfo property) worker_scan_time_ns (quake.SearchTimingInfo property) worker_wait_time_ns (quake.SearchTimingInfo property)