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2025-06-30 09:05:05 +00:00
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packages/leann-backend-diskann/third_party/DiskANN/.github/actions/generate-random/action.yml vendored Normal file
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name: 'Generating Random Data (Basic)'
description: 'Generates the random data files used in acceptance tests'
runs:
using: "composite"
steps:
- name: Generate Random Data (Basic)
run: |
mkdir data
echo "Generating random vectors for index"
dist/bin/rand_data_gen --data_type float --output_file data/rand_float_10D_10K_norm1.0.bin -D 10 -N 10000 --norm 1.0
dist/bin/rand_data_gen --data_type float --output_file data/rand_float_10D_10K_unnorm.bin -D 10 -N 10000 --rand_scaling 2.0
dist/bin/rand_data_gen --data_type int8 --output_file data/rand_int8_10D_10K_norm50.0.bin -D 10 -N 10000 --norm 50.0
dist/bin/rand_data_gen --data_type uint8 --output_file data/rand_uint8_10D_10K_norm50.0.bin -D 10 -N 10000 --norm 50.0
echo "Generating random vectors for query"
dist/bin/rand_data_gen --data_type float --output_file data/rand_float_10D_1K_norm1.0.bin -D 10 -N 1000 --norm 1.0
dist/bin/rand_data_gen --data_type float --output_file data/rand_float_10D_1K_unnorm.bin -D 10 -N 1000 --rand_scaling 2.0
dist/bin/rand_data_gen --data_type int8 --output_file data/rand_int8_10D_1K_norm50.0.bin -D 10 -N 1000 --norm 50.0
dist/bin/rand_data_gen --data_type uint8 --output_file data/rand_uint8_10D_1K_norm50.0.bin -D 10 -N 1000 --norm 50.0
echo "Computing ground truth for floats across l2, mips, and cosine distance functions"
dist/bin/compute_groundtruth --data_type float --dist_fn l2 --base_file data/rand_float_10D_10K_norm1.0.bin --query_file data/rand_float_10D_1K_norm1.0.bin --gt_file data/l2_rand_float_10D_10K_norm1.0_10D_1K_norm1.0_gt100 --K 100
dist/bin/compute_groundtruth --data_type float --dist_fn mips --base_file data/rand_float_10D_10K_norm1.0.bin --query_file data/rand_float_10D_1K_norm1.0.bin --gt_file data/mips_rand_float_10D_10K_norm1.0_10D_1K_norm1.0_gt100 --K 100
dist/bin/compute_groundtruth --data_type float --dist_fn cosine --base_file data/rand_float_10D_10K_norm1.0.bin --query_file data/rand_float_10D_1K_norm1.0.bin --gt_file data/cosine_rand_float_10D_10K_norm1.0_10D_1K_norm1.0_gt100 --K 100
dist/bin/compute_groundtruth --data_type float --dist_fn cosine --base_file data/rand_float_10D_10K_unnorm.bin --query_file data/rand_float_10D_1K_unnorm.bin --gt_file data/cosine_rand_float_10D_10K_unnorm_10D_1K_unnorm_gt100 --K 100
echo "Computing ground truth for int8s across l2, mips, and cosine distance functions"
dist/bin/compute_groundtruth --data_type int8 --dist_fn l2 --base_file data/rand_int8_10D_10K_norm50.0.bin --query_file data/rand_int8_10D_1K_norm50.0.bin --gt_file data/l2_rand_int8_10D_10K_norm50.0_10D_1K_norm50.0_gt100 --K 100
dist/bin/compute_groundtruth --data_type int8 --dist_fn mips --base_file data/rand_int8_10D_10K_norm50.0.bin --query_file data/rand_int8_10D_1K_norm50.0.bin --gt_file data/mips_rand_int8_10D_10K_norm50.0_10D_1K_norm50.0_gt100 --K 100
dist/bin/compute_groundtruth --data_type int8 --dist_fn cosine --base_file data/rand_int8_10D_10K_norm50.0.bin --query_file data/rand_int8_10D_1K_norm50.0.bin --gt_file data/cosine_rand_int8_10D_10K_norm50.0_10D_1K_norm50.0_gt100 --K 100
echo "Computing ground truth for uint8s across l2, mips, and cosine distance functions"
dist/bin/compute_groundtruth --data_type uint8 --dist_fn l2 --base_file data/rand_uint8_10D_10K_norm50.0.bin --query_file data/rand_uint8_10D_1K_norm50.0.bin --gt_file data/l2_rand_uint8_10D_10K_norm50.0_10D_1K_norm50.0_gt100 --K 100
dist/bin/compute_groundtruth --data_type uint8 --dist_fn mips --base_file data/rand_uint8_10D_10K_norm50.0.bin --query_file data/rand_uint8_10D_1K_norm50.0.bin --gt_file data/mips_rand_uint8_10D_10K_norm50.0_10D_1K_norm50.0_gt100 --K 100
dist/bin/compute_groundtruth --data_type uint8 --dist_fn cosine --base_file data/rand_uint8_10D_10K_norm50.0.bin --query_file data/rand_uint8_10D_1K_norm50.0.bin --gt_file data/cosine_rand_uint8_10D_10K_norm50.0_10D_1K_norm50.0_gt100 --K 100
shell: bash