wip: proposing types to connect hnsw

[Iamdavidonuh]

No description provided.

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Test Results

0 tests   - 233   0 ✅  - 233   0s ⏱️ - 9m 9s
0 suites  -  34   0 💤 ±  0 
0 files    -   4   0 ❌ ±  0 

Results for commit dc63b80. ± Comparison against base commit 6294432.

♻️ This comment has been updated with latest results.

[github-actions]

Benchmark Results

group                                                        main                                   pr
-----                                                        ----                                   --
predicate_query_with_index/size_100                          1.04      3.2±0.02µs        ? ?/sec    1.00      3.1±0.00µs        ? ?/sec
predicate_query_with_index/size_1000                         1.01     32.9±0.01µs        ? ?/sec    1.00     32.6±0.01µs        ? ?/sec
predicate_query_with_index/size_10000                        1.03    415.2±0.24µs        ? ?/sec    1.00    402.2±2.12µs        ? ?/sec
predicate_query_with_index/size_100000                       1.02      5.1±0.01ms        ? ?/sec    1.00      4.9±0.01ms        ? ?/sec
predicate_query_without_index/size_100                       1.00      7.0±0.03µs        ? ?/sec    1.00      7.0±0.02µs        ? ?/sec
predicate_query_without_index/size_1000                      1.04    108.5±0.45µs        ? ?/sec    1.00    104.2±0.03µs        ? ?/sec
predicate_query_without_index/size_10000                     1.00   834.4±10.95µs        ? ?/sec    1.02    853.5±7.25µs        ? ?/sec
predicate_query_without_index/size_100000                    1.05     14.0±1.10ms        ? ?/sec    1.00     13.4±0.95ms        ? ?/sec
store_batch_insertion_without_predicates/size_100            1.00    199.2±2.97µs        ? ?/sec    1.00    199.6±0.57µs        ? ?/sec
store_batch_insertion_without_predicates/size_1000           1.01  1341.9±18.26µs        ? ?/sec    1.00  1326.9±20.10µs        ? ?/sec
store_batch_insertion_without_predicates/size_10000          1.00     13.9±0.09ms        ? ?/sec    1.00     13.9±0.07ms        ? ?/sec
store_batch_insertion_without_predicates/size_100000         1.00    137.6±0.51ms        ? ?/sec    1.01    139.6±0.75ms        ? ?/sec
store_retrieval_no_condition/size_100                        1.01     91.0±1.56µs        ? ?/sec    1.00     90.3±0.31µs        ? ?/sec
store_retrieval_no_condition/size_1000                       1.00    770.0±8.02µs        ? ?/sec    1.00   769.6±11.16µs        ? ?/sec
store_retrieval_no_condition/size_10000                      1.00      7.1±0.04ms        ? ?/sec    1.00      7.0±0.04ms        ? ?/sec
store_retrieval_no_condition/size_100000                     1.00     75.0±0.33ms        ? ?/sec    1.01     75.5±0.28ms        ? ?/sec
store_retrieval_non_linear_kdtree/size_100                   1.00    186.0±0.50µs        ? ?/sec    1.00    186.0±1.11µs        ? ?/sec
store_retrieval_non_linear_kdtree/size_1000                  1.00   1165.2±2.88µs        ? ?/sec    1.00   1161.7±1.33µs        ? ?/sec
store_retrieval_non_linear_kdtree/size_10000                 1.00     11.9±0.04ms        ? ?/sec    1.00     11.8±0.02ms        ? ?/sec
store_retrieval_non_linear_kdtree/size_100000                1.00    145.3±0.44ms        ? ?/sec    1.00    145.0±0.26ms        ? ?/sec
store_sequential_insertion_without_predicates/size_100       1.00    273.4±0.98µs        ? ?/sec    1.00    273.2±0.21µs        ? ?/sec
store_sequential_insertion_without_predicates/size_1000      1.00      2.7±0.00ms        ? ?/sec    1.00      2.7±0.01ms        ? ?/sec
store_sequential_insertion_without_predicates/size_10000     1.00     26.9±0.05ms        ? ?/sec    1.00     26.8±0.05ms        ? ?/sec
store_sequential_insertion_without_predicates/size_100000    1.00    268.2±0.38ms        ? ?/sec    1.01    269.8±0.84ms        ? ?/sec