Index

A

add() (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) (quake.QuakeIndex method)

alpha (quake.MaintenancePolicyParams property) aps_flush_period_us (quake.SearchParams property) assign_time_us (quake.BuildTimingInfo property) assignments (quake.index_wrappers.quake.QuakeWrapper attribute)

B

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

build() (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_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method)

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

D

d (quake.BuildTimingInfo property) d() (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) Dataset (class in quake.datasets.ann_datasets) delete_refine_time_us (quake.MaintenanceTimingInfo property) 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.Sift1m method) download_dir (quake.datasets.ann_datasets.Dataset attribute) DynamicWorkloadGenerator (class in quake.workload_generator)

E

enable_delete_rejection (quake.MaintenancePolicyParams property)

enable_split_rejection (quake.MaintenancePolicyParams property) evaluate_workload() (quake.workload_generator.WorkloadEvaluator method)

F

faiss_metric_to_str() (in module quake.index_wrappers.faiss_ivf) FaissIVF (class in quake.index_wrappers.faiss_ivf)

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

G

generate_workload() (quake.workload_generator.DynamicWorkloadGenerator method)

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

I

ids (quake.SearchResult property) index (quake.index_wrappers.faiss_ivf.FaissIVF attribute) (quake.index_wrappers.quake.QuakeWrapper attribute) index_state() (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_clustered_index() (quake.workload_generator.DynamicWorkloadGenerator method) initialize_index() (quake.workload_generator.WorkloadEvaluator method) initialize_maintenance_policy() (quake.QuakeIndex method) initialize_workload() (quake.workload_generator.DynamicWorkloadGenerator method) input_validation_time_us (quake.ModifyTimingInfo property) is_downloaded() (quake.datasets.ann_datasets.Dataset method) (quake.datasets.ann_datasets.Sift1m 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_large (quake.MaintenancePolicyParams property) k_small (quake.MaintenancePolicyParams property)

L

load() (quake.datasets.ann_datasets.Dataset 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.Sift1m method) load_queries() (quake.datasets.ann_datasets.Dataset method) (quake.datasets.ann_datasets.Sift1m method) load_vectors() (quake.datasets.ann_datasets.Dataset method) (quake.datasets.ann_datasets.Sift1m method)

M

maintenance() (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_ratio (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_centroids (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_ivf quake.index_wrappers.quake quake.workload_generator

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_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_threads (quake.SearchParams property) num_workers (quake.IndexBuildParams property)

P

parent (quake.QuakeIndex property) parent_info (quake.SearchTimingInfo property)

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

Q

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

quake.workload_generator 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)

remove() (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) (quake.QuakeIndex method) result_aggregate_time_ns (quake.SearchTimingInfo property) run_query() (in module quake.workload_generator)

S

sample() (quake.workload_generator.DynamicWorkloadGenerator method) (quake.workload_generator.StratifiedClusterSampler method) (quake.workload_generator.UniformSampler method) (quake.workload_generator.VectorSampler method) save() (quake.index_wrappers.faiss_ivf.FaissIVF method) (quake.index_wrappers.quake.QuakeWrapper method) (quake.QuakeIndex method) search() (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) Sift1m (class in quake.datasets.ann_datasets) split_refine_time_us (quake.MaintenanceTimingInfo property) split_threshold_ns (quake.MaintenancePolicyParams property) split_time_us (quake.MaintenanceTimingInfo property) StratifiedClusterSampler (class in quake.workload_generator)

T

target_partition_size (quake.MaintenancePolicyParams property) timing_info (quake.SearchResult property) total_time_ns (quake.SearchTimingInfo property)

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

U

UniformSampler (class in quake.workload_generator) update_ranks() (quake.workload_generator.StratifiedClusterSampler method)

url (quake.datasets.ann_datasets.Dataset attribute) (quake.datasets.ann_datasets.Sift1m attribute) use_precomputed (quake.SearchParams property)

V

validate_parameters() (quake.workload_generator.DynamicWorkloadGenerator method)

VectorSampler (class in quake.workload_generator)

W

window_size (quake.MaintenancePolicyParams property)

workload_exists() (quake.workload_generator.DynamicWorkloadGenerator method) WorkloadEvaluator (class in quake.workload_generator)