mirror of
https://github.com/asg017/sqlite-vec.git
synced 2026-04-25 08:46:49 +02:00
575371d751
Add DiskANN graph-based index: builds a Vamana graph with configurable R (max degree) and L (search list size, separate for insert/query), supports int8 quantization with rescore, lazy reverse-edge replacement, pre-quantized query optimization, and insert buffer reuse. Includes shadow table management, delete support, KNN integration, compile flag (SQLITE_VEC_ENABLE_DISKANN), release-demo workflow, fuzz targets, and tests. Fixes rescore int8 quantization bug.
60 lines
1.9 KiB
SQL
60 lines
1.9 KiB
SQL
-- Canonical results schema for vec0 KNN benchmark comparisons.
|
|
-- The index_type column is a free-form TEXT field. Baseline configs use
|
|
-- "baseline"; index-specific branches add their own types (registered
|
|
-- via INDEX_REGISTRY in bench.py).
|
|
|
|
CREATE TABLE IF NOT EXISTS runs (
|
|
run_id INTEGER PRIMARY KEY AUTOINCREMENT,
|
|
config_name TEXT NOT NULL,
|
|
index_type TEXT NOT NULL,
|
|
subset_size INTEGER NOT NULL,
|
|
phase TEXT NOT NULL DEFAULT 'both', -- 'build', 'query', or 'both'
|
|
status TEXT NOT NULL DEFAULT 'pending',
|
|
k INTEGER,
|
|
n INTEGER,
|
|
db_path TEXT,
|
|
insert_time_s REAL,
|
|
train_time_s REAL,
|
|
total_build_time_s REAL,
|
|
rows INTEGER,
|
|
file_size_mb REAL,
|
|
mean_ms REAL,
|
|
median_ms REAL,
|
|
p99_ms REAL,
|
|
total_query_ms REAL,
|
|
qps REAL,
|
|
recall REAL,
|
|
created_at TEXT NOT NULL DEFAULT (datetime('now')),
|
|
finished_at TEXT
|
|
);
|
|
|
|
CREATE TABLE IF NOT EXISTS build_results (
|
|
config_name TEXT NOT NULL,
|
|
index_type TEXT NOT NULL,
|
|
subset_size INTEGER NOT NULL,
|
|
db_path TEXT NOT NULL,
|
|
insert_time_s REAL NOT NULL,
|
|
train_time_s REAL, -- NULL when no training/build step is needed
|
|
total_time_s REAL NOT NULL,
|
|
rows INTEGER NOT NULL,
|
|
file_size_mb REAL NOT NULL,
|
|
created_at TEXT NOT NULL DEFAULT (datetime('now')),
|
|
PRIMARY KEY (config_name, subset_size)
|
|
);
|
|
|
|
CREATE TABLE IF NOT EXISTS bench_results (
|
|
config_name TEXT NOT NULL,
|
|
index_type TEXT NOT NULL,
|
|
subset_size INTEGER NOT NULL,
|
|
k INTEGER NOT NULL,
|
|
n INTEGER NOT NULL,
|
|
mean_ms REAL NOT NULL,
|
|
median_ms REAL NOT NULL,
|
|
p99_ms REAL NOT NULL,
|
|
total_ms REAL NOT NULL,
|
|
qps REAL NOT NULL,
|
|
recall REAL NOT NULL,
|
|
db_path TEXT NOT NULL,
|
|
created_at TEXT NOT NULL DEFAULT (datetime('now')),
|
|
PRIMARY KEY (config_name, subset_size, k)
|
|
);
|