mirror of
https://github.com/asg017/sqlite-vec.git
synced 2026-04-25 08:46:49 +02:00
Add inverted file (IVF) index type: partitions vectors into clusters via k-means, quantizes to int8, and scans only the nearest nprobe partitions at query time. Includes shadow table management, insert/delete, KNN integration, compile flag (SQLITE_VEC_ENABLE_IVF), fuzz targets, and tests. Removes superseded ivf-benchmarks/ directory.
136 lines
5.5 KiB
Makefile
136 lines
5.5 KiB
Makefile
# Auto-detect clang with libFuzzer support.
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# Priority: Homebrew LLVM (macOS ARM) → Homebrew LLVM (macOS Intel) →
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# versioned clang (Linux) → system clang
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FUZZ_CC ?= $(shell \
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if [ -x /opt/homebrew/opt/llvm/bin/clang ]; then \
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echo "/opt/homebrew/opt/llvm/bin/clang"; \
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elif [ -x /usr/local/opt/llvm/bin/clang ]; then \
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echo "/usr/local/opt/llvm/bin/clang"; \
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elif command -v clang-18 >/dev/null 2>&1; then \
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echo "clang-18"; \
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elif command -v clang-17 >/dev/null 2>&1; then \
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echo "clang-17"; \
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elif command -v clang >/dev/null 2>&1; then \
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echo "clang"; \
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else \
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echo "FUZZ_CC_NOT_FOUND"; \
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fi)
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# AddressSanitizer + UndefinedBehaviorSanitizer + libFuzzer.
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# Override FUZZ_SANITIZERS to change (e.g., drop ubsan on Windows).
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FUZZ_SANITIZERS ?= -fsanitize=address,undefined,fuzzer
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# On macOS, Homebrew LLVM may need -Wl,-ld_classic to work with the system linker.
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FUZZ_LDFLAGS ?= $(shell \
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if [ "$$(uname -s)" = "Darwin" ]; then \
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echo "-Wl,-ld_classic"; \
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fi)
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FUZZ_CFLAGS = $(FUZZ_SANITIZERS) -I ../../ -I ../../vendor -DSQLITE_CORE -g $(FUZZ_LDFLAGS)
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FUZZ_SRCS = ../../vendor/sqlite3.c ../../sqlite-vec.c
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TARGET_DIR = ./targets
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$(TARGET_DIR):
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mkdir -p $@
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# Existing targets (filename uses -, Makefile target uses _)
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$(TARGET_DIR)/vec0_create: vec0-create.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/exec: exec.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/json: json.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/numpy: numpy.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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# New targets
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$(TARGET_DIR)/shadow_corrupt: shadow-corrupt.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/vec0_operations: vec0-operations.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/scalar_functions: scalar-functions.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/vec0_create_full: vec0-create-full.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/metadata_columns: metadata-columns.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/vec_each: vec-each.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/vec_mismatch: vec-mismatch.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/vec0_delete_completeness: vec0-delete-completeness.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_operations: rescore-operations.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_create: rescore-create.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_quantize: rescore-quantize.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE -DSQLITE_VEC_TEST $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_shadow_corrupt: rescore-shadow-corrupt.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_knn_deep: rescore-knn-deep.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_quantize_edge: rescore-quantize-edge.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE -DSQLITE_VEC_TEST $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_interleave: rescore-interleave.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/ivf_create: ivf-create.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/ivf_operations: ivf-operations.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/ivf_quantize: ivf-quantize.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/ivf_kmeans: ivf-kmeans.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/ivf_shadow_corrupt: ivf-shadow-corrupt.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/ivf_knn_deep: ivf-knn-deep.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/ivf_cell_overflow: ivf-cell-overflow.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/ivf_rescore: ivf-rescore.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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FUZZ_TARGETS = vec0_create exec json numpy \
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shadow_corrupt vec0_operations scalar_functions \
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vec0_create_full metadata_columns vec_each vec_mismatch \
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vec0_delete_completeness \
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rescore_operations rescore_create rescore_quantize \
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rescore_shadow_corrupt rescore_knn_deep \
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rescore_quantize_edge rescore_interleave \
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ivf_create ivf_operations \
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ivf_quantize ivf_kmeans ivf_shadow_corrupt \
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ivf_knn_deep ivf_cell_overflow ivf_rescore
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all: $(addprefix $(TARGET_DIR)/,$(FUZZ_TARGETS))
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clean:
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rm -rf $(TARGET_DIR)/*
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.PHONY: all clean
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