{"header":{"message":"now have memory cache access","description":null,"timestamp":"2021-10-26T15:38:23.971085Z","authors":[{}]},"hash":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC","authors":[{"key":"BCbPPm1DzTKCMDwRhA2WJN63Uswk1sQh9wdbcbpfnWPZ"}],"deps":{"hashes":[["PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC","now have memory cache access"],["AA",null],["DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC","upgrade to pgx 2.0 beta1 + finish rebuild test"],["DH3RVE6JRQBOSRUBVIIMKSJYFS4CK5PI25KV2NAJ7EP4Q7NNKSJQC","have a basic index structure"],["LECAQCCL2UKTMH3LQSGEFVBOF6CYCGJGJZM2I2T4R7QPTBVW4VYQC","hja;lp"],["IFWHYAZTPKL7ZVOV3AFZNIUTRLMVSOACYACA3CI4DSEEZU77YQEQC","still trying to wrap my head around this"],["SIHQ3OG5GIBQLSMOBKSD2IHFTGFXU4VDCX45BH2ABS42BV3N2UIQC","starting some basic module structure"],["UV2RTMNSNI3AJFVVD66OT3CEF7WU7TLAPJKACGX7BBSSWAEBAAAAC","apparently had to reset the whole pijul thing"]],"deps":["DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC"],"known":["LECAQCCL2UKTMH3LQSGEFVBOF6CYCGJGJZM2I2T4R7QPTBVW4VYQC","DH3RVE6JRQBOSRUBVIIMKSJYFS4CK5PI25KV2NAJ7EP4Q7NNKSJQC"]},"hunks":[{"Edit":{"inode":{"change":6,"pos":60},"path":"src/vector_query/opclass.rs","line":43,"atom":{"NewVertex":{"up_context":[{"change":6,"pos":1051}],"down_context":[{"change":6,"pos":1051}],"flag":"BLOCK","start":0,"end":28,"inode":{"change":6,"pos":60}}},"contents":[{"Add":{"text":"#[search_path(@extschema@)]","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:27"}}]}},{"Edit":{"inode":{"change":7,"pos":206},"path":"src/mem_cache_index/mod.rs","line":5,"atom":{"NewVertex":{"up_context":[{"change":8,"pos":7228}],"down_context":[{"change":3,"pos":2226}],"flag":"BLOCK","start":29,"end":52,"inode":{"change":7,"pos":206}}},"contents":[{"Add":{"text":"mod spi_select_helper;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:51"}}]}},{"Edit":{"inode":{"change":7,"pos":206},"path":"src/mem_cache_index/mod.rs","line":287,"atom":{"NewVertex":{"up_context":[{"change":2,"pos":1857}],"down_context":[{"change":3,"pos":9411}],"flag":"BLOCK","start":53,"end":87,"inode":{"change":7,"pos":206}}},"contents":[{"Add":{"text":" use crate::util::random_vecs;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:86"}}]}},{"Replacement":{"inode":{"change":7,"pos":206},"path":"src/mem_cache_index/mod.rs","line":297,"ins":{"up_context":[{"change":2,"pos":2021}],"down_context":[{"change":2,"pos":2069}],"flag":"BLOCK","start":88,"end":135,"inode":{"change":7,"pos":206}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":2,"pos":2021},"to":{"change":2,"start":2021,"end":2069},"introduced_by":2}],"inode":{"change":7,"pos":206}},"ins_contents":[{"Add":{"text":" let unif = Uniform::new(0.0, 1.0);","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:134"}}],"del_contents":[{"Del":{"text":" let unif = Uniform::new(-1.0, 1.0);","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:2068"}}]}},{"Replacement":{"inode":{"change":7,"pos":206},"path":"src/mem_cache_index/mod.rs","line":335,"ins":{"up_context":[{"change":3,"pos":11225}],"down_context":[{"change":2,"pos":2900}],"flag":"BLOCK","start":136,"end":198,"inode":{"change":7,"pos":206}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":11225},"to":{"change":2,"start":2872,"end":2900},"introduced_by":2}],"inode":{"change":7,"pos":206}},"ins_contents":[{"Add":{"text":" &format!(","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:165"}},{"Add":{"text":" \"SELECT","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:197"}}],"del_contents":[{"Del":{"text":" \"SELECT","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:2899"}}]}},{"Replacement":{"inode":{"change":7,"pos":206},"path":"src/mem_cache_index/mod.rs","line":339,"ins":{"up_context":[{"change":2,"pos":2975}],"down_context":[{"change":2,"pos":3024}],"flag":"BLOCK","start":199,"end":228,"inode":{"change":7,"pos":206}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":2,"pos":2975},"to":{"change":2,"start":2975,"end":3024},"introduced_by":2}],"inode":{"change":7,"pos":206}},"ins_contents":[{"Add":{"text":" FROM {}","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:227"}}],"del_contents":[{"Del":{"text":" FROM memcache_index_vectors","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:3023"}}]}},{"Edit":{"inode":{"change":7,"pos":206},"path":"src/mem_cache_index/mod.rs","line":342,"atom":{"NewVertex":{"up_context":[{"change":2,"pos":3108}],"down_context":[{"change":3,"pos":11442}],"flag":"BLOCK","start":229,"end":300,"inode":{"change":7,"pos":206}}},"contents":[{"Add":{"text":" &mem_cache_vectors.name","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:276"}},{"Add":{"text":" ),","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:299"}}]}},{"Edit":{"inode":{"change":7,"pos":206},"path":"src/mem_cache_index/mod.rs","line":425,"atom":{"NewVertex":{"up_context":[{"change":2,"pos":5577}],"down_context":[{"change":2,"pos":5577}],"flag":"BLOCK","start":301,"end":1869,"inode":{"change":7,"pos":206}}},"contents":[{"Add":{"text":" }","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:306"}},{"Add":{"text":"","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:307"}},{"Add":{"text":" #[pg_test]","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:322"}},{"Add":{"text":" fn test_score_vecs() {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:349"}},{"Add":{"text":" println!(\"Starting test\");","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:384"}},{"Add":{"text":" let mut rng = thread_rng();","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:420"}},{"Add":{"text":" let poisson = Poisson::new(1024.0).expect(\"Couldn't Poissonify\");","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:494"}},{"Add":{"text":" let n_vecs = poisson.sample(&mut rng) as usize;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:550"}},{"Add":{"text":" let dim = 512u16;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:576"}},{"Add":{"text":" let mut shmem_handler = SharedMemHandler {};","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:629"}},{"Add":{"text":" println!(\"INITIALISING TABLES\");","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:670"}},{"Add":{"text":" init_index_table();","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:698"}},{"Add":{"text":" clear_allocations();","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:727"}},{"Add":{"text":"","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:728"}},{"Add":{"text":" println!(\"Building vectors\");","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:766"}},{"Add":{"text":" let vectors = VectorsBuilder::new().init(\"vectors_2\", dim);","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:834"}},{"Add":{"text":" insert_random_vecs(&mut rng, &vectors, n_vecs);","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:890"}},{"Add":{"text":" println!(\"DONE Building vectors\");","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:933"}},{"Add":{"text":"","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:934"}},{"Add":{"text":" let mut mem_cache_vectors = MemCacheVectorsBuilder::new().init(&vectors);","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1016"}},{"Add":{"text":" mem_cache_vectors.push_all_possible(&mut shmem_handler);","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1081"}},{"Add":{"text":" let vec = std::iter::repeat(1.0)","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1122"}},{"Add":{"text":" .take(dim as usize)","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1154"}},{"Add":{"text":" .collect::>();","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1188"}},{"Add":{"text":" Spi::connect(|client| {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1220"}},{"Add":{"text":" let vecs_and_scores_db = vectors.score_vecs_ip(&client, &vec);","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1295"}},{"Add":{"text":" let vecs_and_scores_cache = mem_cache_vectors.score_vecs_ip(&client, &vec);","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1383"}},{"Add":{"text":" let score: f32 = vecs_and_scores_cache","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1434"}},{"Add":{"text":" .iter()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1458"}},{"Add":{"text":" .map(|(idx, score)| {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1496"}},{"Add":{"text":" let db_score = vecs_and_scores_db","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1550"}},{"Add":{"text":" .get(idx)","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1584"}},{"Add":{"text":" .expect(&format!(\"Missing index {} from db\", idx));","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1660"}},{"Add":{"text":" (*score - db_score).abs()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1706"}},{"Add":{"text":" })","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1725"}},{"Add":{"text":" .sum();","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1749"}},{"Add":{"text":" assert!(score <= 1.0e-7);","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1787"}},{"Add":{"text":"","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1788"}},{"Add":{"text":" Ok(Some(score))","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1816"}},{"Add":{"text":" })","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1827"}},{"Add":{"text":" .expect(\"Couln't unwrap score\");","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1868"}}]}},{"Edit":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":1,"atom":{"NewVertex":{"up_context":[{"change":3,"pos":12248}],"down_context":[{"change":3,"pos":12249}],"flag":"BLOCK","start":1870,"end":1990,"inode":{"change":3,"pos":12248}}},"contents":[{"Add":{"text":"use crate::mem_cache_index::spi_select_helper::SpiHelp;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1925"}},{"Add":{"text":"use crate::mem_cache_index::spi_select_helper::SpiSelectHelper;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:1989"}}]}},{"Edit":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":7,"atom":{"NewVertex":{"up_context":[{"change":3,"pos":12345}],"down_context":[{"change":2,"pos":5612}],"flag":"BLOCK","start":1991,"end":2022,"inode":{"change":3,"pos":12248}}},"contents":[{"Add":{"text":"use std::collections::HashMap;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2021"}}]}},{"Replacement":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":55,"ins":{"up_context":[{"change":3,"pos":13430}],"down_context":[{"change":2,"pos":7310}],"flag":"BLOCK","start":2023,"end":2492,"inode":{"change":3,"pos":12248}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":13430},"to":{"change":2,"start":6595,"end":6675},"introduced_by":2},{"previous":"","flag":"DELETED","from":{"change":2,"pos":6675},"to":{"change":3,"start":13493,"end":13528},"introduced_by":2},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":13493},"to":{"change":3,"start":13493,"end":13528},"introduced_by":3},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":13528},"to":{"change":2,"start":6676,"end":6904},"introduced_by":2},{"previous":"","flag":"DELETED","from":{"change":2,"pos":6904},"to":{"change":3,"start":13767,"end":13802},"introduced_by":2},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":13767},"to":{"change":3,"start":13767,"end":13802},"introduced_by":3},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":13802},"to":{"change":2,"start":6905,"end":7310},"introduced_by":2}],"inode":{"change":3,"pos":12248}},"ins_contents":[{"Add":{"text":" .select_help()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2049"}},{"Add":{"text":" .iter_three::()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2098"}},{"Add":{"text":" .map(|(vec_table_opt, index_table_opt, dim_opt)| {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2161"}},{"Add":{"text":" let vec_table_name =","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2198"}},{"Add":{"text":" vec_table_opt.expect(\"Unable to cast vector table name to String\");","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2286"}},{"Add":{"text":" let index_table_name =","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2325"}},{"Add":{"text":" index_table_opt.expect(\"Unable to cast index table name to String\");","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2414"}},{"Add":{"text":" let dim = dim_opt.expect(\"Unable to cast dimension to int\");","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2491"}}],"del_contents":[{"Del":{"text":" .map(|heap_tuple| {","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:6626"}},{"Del":{"text":" let vec_table_name = heap_tuple","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:6674"}},{"Del":{"text":" .by_ordinal(1)","pos":"DH3RVE6JRQBOSRUBVIIMKSJYFS4CK5PI25KV2NAJ7EP4Q7NNKSJQC:13527"}},{"Del":{"text":" .expect(\"Unable to read vector table name\")","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:6739"}},{"Del":{"text":" .value::()","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:6778"}},{"Del":{"text":" .expect(\"Unable to cast vector table name to String\");","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:6853"}},{"Del":{"text":" let index_table_name = heap_tuple","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:6903"}},{"Del":{"text":" .by_ordinal(2)","pos":"DH3RVE6JRQBOSRUBVIIMKSJYFS4CK5PI25KV2NAJ7EP4Q7NNKSJQC:13801"}},{"Del":{"text":" .expect(\"Unabled to read index table name\")","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:6968"}},{"Del":{"text":" .value::()","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:7007"}},{"Del":{"text":" .expect(\"Unable to cast index table name to String\");","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:7081"}},{"Del":{"text":" let dim = heap_tuple","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:7118"}},{"Del":{"text":" .by_ordinal(3)","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:7153"}},{"Del":{"text":" .expect(\"Unable to read dimension\")","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:7209"}},{"Del":{"text":" .value::()","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:7245"}},{"Del":{"text":" .expect(\"Unable to cast dimension to int\");","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:7309"}}]}},{"Edit":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":170,"atom":{"NewVertex":{"up_context":[{"change":2,"pos":10298}],"down_context":[{"change":2,"pos":10298}],"flag":"BLOCK","start":2493,"end":3326,"inode":{"change":3,"pos":12248}}},"contents":[{"Add":{"text":" }","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2498"}},{"Add":{"text":"","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2499"}},{"Add":{"text":" pub(crate) fn score_vecs_ip(&self, client: &SpiClient, vec: &[f32]) -> HashMap {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2594"}},{"Add":{"text":" client","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2609"}},{"Add":{"text":" .select(","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2630"}},{"Add":{"text":" &format!(","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2656"}},{"Add":{"text":" \"","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2678"}},{"Add":{"text":" SELECT","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2705"}},{"Add":{"text":" vec.id, ip(vec.vec, $1) ip","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2756"}},{"Add":{"text":" FROM {vector_table} vec","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2800"}},{"Add":{"text":" \",","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2819"}},{"Add":{"text":" vector_table = &self.name","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2865"}},{"Add":{"text":" ),","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2884"}},{"Add":{"text":" None,","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2906"}},{"Add":{"text":" Some(vec![(","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2934"}},{"Add":{"text":" PgBuiltInOids::FLOAT4ARRAYOID.oid(),","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:2991"}},{"Add":{"text":" vec.into_datum(),","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3029"}},{"Add":{"text":" )]),","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3050"}},{"Add":{"text":" )","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3064"}},{"Add":{"text":" .select_help()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3091"}},{"Add":{"text":" .iter_two::()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3127"}},{"Add":{"text":" .filter_map(|(idx_opt, score_opt)| {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3176"}},{"Add":{"text":" let idx = idx_opt?;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3212"}},{"Add":{"text":" let score = score_opt?;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3252"}},{"Add":{"text":" Some((idx, score))","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3287"}},{"Add":{"text":" })","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3302"}},{"Add":{"text":" .collect()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3325"}}]}},{"Replacement":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":337,"ins":{"up_context":[{"change":2,"pos":14115}],"down_context":[{"change":2,"pos":14133}],"flag":"BLOCK","start":3327,"end":3356,"inode":{"change":3,"pos":12248}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":2,"pos":14115},"to":{"change":2,"start":14115,"end":14133},"introduced_by":2}],"inode":{"change":3,"pos":12248}},"ins_contents":[{"Add":{"text":" pub(crate) name: String,","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3355"}}],"del_contents":[{"Del":{"text":" name: String,","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:14132"}}]}},{"Replacement":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":472,"ins":{"up_context":[{"change":2,"pos":17813}],"down_context":[{"change":2,"pos":17846}],"flag":"BLOCK","start":3357,"end":3398,"inode":{"change":3,"pos":12248}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":2,"pos":17813},"to":{"change":2,"start":17813,"end":17846},"introduced_by":2}],"inode":{"change":3,"pos":12248}},"ins_contents":[{"Add":{"text":" if let Some(AllocatorWithCount {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3397"}}],"del_contents":[{"Del":{"text":" let AllocatorWithCount {","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:17845"}}]}},{"Replacement":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":475,"ins":{"up_context":[{"change":2,"pos":17894}],"down_context":[{"change":2,"pos":17911}],"flag":"BLOCK","start":3399,"end":3417,"inode":{"change":3,"pos":12248}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":2,"pos":17894},"to":{"change":2,"start":17894,"end":17911},"introduced_by":2}],"inode":{"change":3,"pos":12248}},"ins_contents":[{"Add":{"text":" }) = self","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3416"}}],"del_contents":[{"Del":{"text":" } = self","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:17910"}}]}},{"Replacement":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":481,"ins":{"up_context":[{"change":2,"pos":18163}],"down_context":[{"change":2,"pos":18314}],"flag":"BLOCK","start":3418,"end":4131,"inode":{"change":3,"pos":12248}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":2,"pos":18163},"to":{"change":2,"start":18163,"end":18314},"introduced_by":2}],"inode":{"change":3,"pos":12248}},"ins_contents":[{"Add":{"text":" {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3427"}},{"Add":{"text":" let vecs_with_ids = self.get_vecs_block(&client, count).collect::>();","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3516"}},{"Add":{"text":" let inserts = vecs_with_ids","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3556"}},{"Add":{"text":" .iter()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3580"}},{"Add":{"text":" .map(|vec_with_id| {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3617"}},{"Add":{"text":" self.push_vector(allocator_index as usize, &mut client, vec_with_id)","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3706"}},{"Add":{"text":" })","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3725"}},{"Add":{"text":" .collect::, String>>()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3779"}},{"Add":{"text":" .map_err(|_| SpiError::Transaction)?","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3832"}},{"Add":{"text":" .len(); // todo if one of these fails, there should be a recovery step.","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3920"}},{"Add":{"text":" println!(","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:3942"}},{"Add":{"text":" \"Insert n_vecs {}, in allocator {} with dim {}\",","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4007"}},{"Add":{"text":" vecs_with_ids.len(),","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4044"}},{"Add":{"text":" allocator_index,","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4077"}},{"Add":{"text":" self.vector_table.dim","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4115"}},{"Add":{"text":" );","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4130"}}],"del_contents":[{"Del":{"text":" .ok_or({","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18183"}},{"Del":{"text":" println!(\"Doing some Stuff\");","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18229"}},{"Del":{"text":" SpiError::Transaction","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18267"}},{"Del":{"text":" })?; // Probably unwrap is better","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18313"}}]}},{"Replacement":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":498,"ins":{"up_context":[{"change":2,"pos":18315}],"down_context":[{"change":3,"pos":18865}],"flag":"BLOCK","start":4132,"end":4251,"inode":{"change":3,"pos":12248}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":2,"pos":18315},"to":{"change":2,"start":18315,"end":18971},"introduced_by":2}],"inode":{"change":3,"pos":12248}},"ins_contents":[{"Add":{"text":" Ok(inserts.wrap_with_client(client))","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4180"}},{"Add":{"text":" } else {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4197"}},{"Add":{"text":" Ok(0.wrap_with_client(client))","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4240"}},{"Add":{"text":" }","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4250"}}],"del_contents":[{"Del":{"text":" let vecs_with_ids = self.get_vecs_block(&client, count).collect::>();","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18399"}},{"Del":{"text":" let inserts = vecs_with_ids","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18435"}},{"Del":{"text":" .iter()","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18455"}},{"Del":{"text":" .map(|vec_with_id| self.push_vector(allocator_index as usize, &mut client, vec_with_id))","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18556"}},{"Del":{"text":" .collect::, String>>()","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18606"}},{"Del":{"text":" .map_err(|_| SpiError::Transaction)?","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18655"}},{"Del":{"text":" .len(); // todo if one of these fails, there should be a recovery step.","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18739"}},{"Del":{"text":" println!(","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18757"}},{"Del":{"text":" \"Insert n_vecs {}, in allocator {} with dim {}\",","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18818"}},{"Del":{"text":" vecs_with_ids.len(),","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18851"}},{"Del":{"text":" allocator_index,","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18880"}},{"Del":{"text":" self.vector_table.dim","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18914"}},{"Del":{"text":" );","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18925"}},{"Del":{"text":" Ok(inserts.wrap_with_client(client))","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:18970"}}]}},{"Replacement":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":510,"ins":{"up_context":[{"change":3,"pos":19038}],"down_context":[{"change":3,"pos":19113}],"flag":"BLOCK","start":4252,"end":4329,"inode":{"change":3,"pos":12248}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":19038},"to":{"change":3,"start":19038,"end":19113},"introduced_by":3}],"inode":{"change":3,"pos":12248}},"ins_contents":[{"Add":{"text":" let lock = SHMEM_BLOCKS.get_block(allocator_number).expect(&format!(","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4328"}}],"del_contents":[{"Del":{"text":" let lock = SHMEM_BLOCKS.get_block(allocator_number).ok_or(format!(","pos":"DH3RVE6JRQBOSRUBVIIMKSJYFS4CK5PI25KV2NAJ7EP4Q7NNKSJQC:19112"}}]}},{"Replacement":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":513,"ins":{"up_context":[{"change":3,"pos":19224}],"down_context":[{"change":3,"pos":19273}],"flag":"BLOCK","start":4330,"end":4379,"inode":{"change":3,"pos":12248}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":19224},"to":{"change":3,"start":19224,"end":19273},"introduced_by":3}],"inode":{"change":3,"pos":12248}},"ins_contents":[{"Add":{"text":" SHMEM_BLOCKS.get_size(),","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4366"}},{"Add":{"text":" ));","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4378"}}],"del_contents":[{"Del":{"text":" SHMEM_BLOCKS.get_size()","pos":"DH3RVE6JRQBOSRUBVIIMKSJYFS4CK5PI25KV2NAJ7EP4Q7NNKSJQC:19259"}},{"Del":{"text":" ))?;","pos":"DH3RVE6JRQBOSRUBVIIMKSJYFS4CK5PI25KV2NAJ7EP4Q7NNKSJQC:19272"}}]}},{"Replacement":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":520,"ins":{"up_context":[{"change":3,"pos":19500}],"down_context":[{"change":3,"pos":19815}],"flag":"BLOCK","start":4380,"end":4460,"inode":{"change":3,"pos":12248}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":19500},"to":{"change":3,"start":19500,"end":19559},"introduced_by":3}],"inode":{"change":3,"pos":12248}},"ins_contents":[{"Add":{"text":" .map_err(|err| format!(\"ERROR : {:?}\", err))","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4436"}},{"Add":{"text":" .unwrap();","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4459"}}],"del_contents":[{"Del":{"text":" .map_err(|err| format!(\"ERROR : {:?}\", err))?;","pos":"DH3RVE6JRQBOSRUBVIIMKSJYFS4CK5PI25KV2NAJ7EP4Q7NNKSJQC:19558"}}]}},{"Edit":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":558,"atom":{"NewVertex":{"up_context":[{"change":2,"pos":19234}],"down_context":[{"change":2,"pos":19234}],"flag":"BLOCK","start":4461,"end":4721,"inode":{"change":3,"pos":12248}}},"contents":[{"Add":{"text":" SELECT","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4491"}},{"Add":{"text":" allocator,","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4530"}},{"Add":{"text":" COUNT(vector_id) n_vecs","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4582"}},{"Add":{"text":" FROM {} ","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4615"}},{"Add":{"text":" GROUP BY allocator","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4658"}},{"Add":{"text":" ORDER BY n_vecs","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4698"}},{"Add":{"text":" )","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4720"}}]}},{"Replacement":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":567,"ins":{"up_context":[{"change":3,"pos":20964}],"down_context":[{"change":2,"pos":19502}],"flag":"BLOCK","start":4722,"end":4836,"inode":{"change":3,"pos":12248}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":20964},"to":{"change":3,"start":20964,"end":21012},"introduced_by":3},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":21012},"to":{"change":2,"start":19262,"end":19291},"introduced_by":2},{"previous":"","flag":"DELETED","from":{"change":2,"pos":19291},"to":{"change":3,"start":21060,"end":21099},"introduced_by":2},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":21060},"to":{"change":3,"start":21060,"end":21099},"introduced_by":3},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":21099},"to":{"change":2,"start":19292,"end":19502},"introduced_by":2}],"inode":{"change":3,"pos":12248}},"ins_contents":[{"Add":{"text":" n_vecs","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4752"}},{"Add":{"text":" FROM allocators_by_vec","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4795"}},{"Add":{"text":" WHERE n_vecs < $1\",","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4835"}}],"del_contents":[{"Del":{"text":" COUNT(vector_id) n_vecs","pos":"DH3RVE6JRQBOSRUBVIIMKSJYFS4CK5PI25KV2NAJ7EP4Q7NNKSJQC:21011"}},{"Del":{"text":" FROM {} ","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:19290"}},{"Del":{"text":" GROUP BY allocator","pos":"DH3RVE6JRQBOSRUBVIIMKSJYFS4CK5PI25KV2NAJ7EP4Q7NNKSJQC:21098"}},{"Del":{"text":" ORDER BY n_vecs","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:19327"}},{"Del":{"text":" )","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:19345"}},{"Del":{"text":" SELECT","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:19368"}},{"Del":{"text":" allocator,","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:19399"}},{"Del":{"text":" n_vecs","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:19426"}},{"Del":{"text":" FROM allocators_by_vec","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:19465"}},{"Del":{"text":" WHERE n_vecs < $1\",","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:19501"}}]}},{"Edit":{"inode":{"change":3,"pos":12248},"path":"src/mem_cache_index/handlers.rs","line":585,"atom":{"NewVertex":{"up_context":[{"change":3,"pos":21569}],"down_context":[{"change":3,"pos":21569}],"flag":"BLOCK","start":4837,"end":6140,"inode":{"change":3,"pos":12248}}},"contents":[{"Add":{"text":" }","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4842"}},{"Add":{"text":"","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4843"}},{"Add":{"text":" pub(crate) fn score_vecs_ip(&self, client: &SpiClient, vec: &[f32]) -> HashMap {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4938"}},{"Add":{"text":" client","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4953"}},{"Add":{"text":" .select(","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:4974"}},{"Add":{"text":" &format!(","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5000"}},{"Add":{"text":" \"","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5022"}},{"Add":{"text":" SELECT","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5049"}},{"Add":{"text":" mit.vector_id id,","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5091"}},{"Add":{"text":" get_block_vector_ip(mit.allocator, mit.allocator_index, $1) ip","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5178"}},{"Add":{"text":" FROM {memcache_index_table} mit","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5230"}},{"Add":{"text":" UNION","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5256"}},{"Add":{"text":" SELECT","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5283"}},{"Add":{"text":" vec.id, ip(vec.vec, $1) ip","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5334"}},{"Add":{"text":" FROM {vector_table} vec","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5378"}},{"Add":{"text":" LEFT JOIN {memcache_index_table} mit2","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5436"}},{"Add":{"text":" ON mit2.vector_id = vec.id","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5487"}},{"Add":{"text":" WHERE mit2.id IS NULL","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5529"}},{"Add":{"text":" \",","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5548"}},{"Add":{"text":" memcache_index_table = &self.name,","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5603"}},{"Add":{"text":" vector_table = &self.vector_table.name","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5662"}},{"Add":{"text":" ),","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5681"}},{"Add":{"text":" None,","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5703"}},{"Add":{"text":" Some(vec![(","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5731"}},{"Add":{"text":" PgBuiltInOids::FLOAT4ARRAYOID.oid(),","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5788"}},{"Add":{"text":" vec.into_datum(),","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5826"}},{"Add":{"text":" )]),","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5847"}},{"Add":{"text":" )","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5861"}},{"Add":{"text":" .select_help()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5888"}},{"Add":{"text":" .iter_two::()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5924"}},{"Add":{"text":" .filter_map(|(idx_opt, score_opt)| {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:5973"}},{"Add":{"text":" let idx = idx_opt?;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6009"}},{"Add":{"text":" let score = score_opt?;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6049"}},{"Add":{"text":" Some((idx, score))","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6084"}},{"Add":{"text":" })","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6099"}},{"Add":{"text":" .collect::>()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6139"}}]}},{"Edit":{"inode":{"change":3,"pos":9696},"path":"src/lib.rs","line":2,"atom":{"NewVertex":{"up_context":[{"change":8,"pos":14895}],"down_context":[{"change":8,"pos":14895}],"flag":"BLOCK","start":6141,"end":6179,"inode":{"change":3,"pos":9696}}},"contents":[{"Add":{"text":"#![feature(generic_associated_types)]","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6178"}}]}},{"Edit":{"inode":{"change":3,"pos":9696},"path":"src/lib.rs","line":19,"atom":{"NewVertex":{"up_context":[{"change":8,"pos":15193}],"down_context":[{"change":8,"pos":15193}],"flag":"BLOCK","start":6180,"end":6212,"inode":{"change":3,"pos":9696}}},"contents":[{"Add":{"text":"// const MAX_SPACE: usize = 32;","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6211"}}]}},{"Edit":{"inode":{"change":3,"pos":9696},"path":"src/lib.rs","line":184,"atom":{"NewVertex":{"up_context":[{"change":8,"pos":21040}],"down_context":[{"change":8,"pos":21040}],"flag":"BLOCK","start":6213,"end":6954,"inode":{"change":3,"pos":9696}}},"contents":[{"Add":{"text":"fn get_block_vector_ip(block_index: i32, vector_index: i32, comp_array: Array) -> Option {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6313"}},{"Add":{"text":" if block_index >= SHMEM_BLOCKS.get_size() as i32 {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6368"}},{"Add":{"text":" panic!(","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6384"}},{"Add":{"text":" \"Tried to access block index {} bigger than block size {} when calculating inner product\",","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6487"}},{"Add":{"text":" block_index,","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6512"}},{"Add":{"text":" SHMEM_BLOCKS.get_size()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6548"}},{"Add":{"text":" )","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6558"}},{"Add":{"text":" }","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6564"}},{"Add":{"text":" SHMEM_BLOCKS.get_block(block_index as usize).map(|block| {","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6627"}},{"Add":{"text":" let shared_ref = block.share();","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6667"}},{"Add":{"text":" shared_ref","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6686"}},{"Add":{"text":" .get_slice(vector_index as usize)","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6732"}},{"Add":{"text":" .expect(\"vector_index out of bounds\")","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6782"}},{"Add":{"text":" .into_iter()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6807"}},{"Add":{"text":" .zip(comp_array.into_iter())","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6848"}},{"Add":{"text":" .map(|(x, y_opt)| x * y_opt.unwrap_or(0.0))","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6904"}},{"Add":{"text":" .sum::()","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6930"}},{"Add":{"text":" })","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6937"}},{"Add":{"text":"}","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6939"}},{"Add":{"text":"","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6940"}},{"Add":{"text":"#[pg_extern]","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:6953"}}]}},{"Replacement":{"inode":{"change":3,"pos":9696},"path":"src/lib.rs","line":276,"ins":{"up_context":[{"change":2,"pos":20424}],"down_context":[{"change":2,"pos":20472}],"flag":"BLOCK","start":6955,"end":7001,"inode":{"change":3,"pos":9696}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":2,"pos":20424},"to":{"change":2,"start":20424,"end":20472},"introduced_by":2}],"inode":{"change":3,"pos":9696}},"ins_contents":[{"Add":{"text":" \"pgvector.allocation_blocks = 2\",","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:7000"}}],"del_contents":[{"Del":{"text":" \"pgvector.allocation_blocks = 196\",","pos":"DBCRYUN5Q3DIFGBVVCOWRNBMMWCGILT4TY2OY22IYVH6U7TQIYTAC:20471"}}]}},{"Replacement":{"inode":{"change":3,"pos":15618},"path":"Cargo.toml","line":4,"ins":{"up_context":[{"change":3,"pos":15668}],"down_context":[{"change":3,"pos":15685}],"flag":"BLOCK","start":7002,"end":7019,"inode":{"change":3,"pos":15618}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":15668},"to":{"change":3,"start":15668,"end":15685},"introduced_by":3}],"inode":{"change":3,"pos":15618}},"ins_contents":[{"Add":{"text":"edition = \"2021\"","pos":"PMKFKETRBAZWKGX2ZBWZAUBXVKD2V22AEHFKA2HCSSTGI75DPEAAC:7018"}}],"del_contents":[{"Del":{"text":"edition = \"2018\"","pos":"LECAQCCL2UKTMH3LQSGEFVBOF6CYCGJGJZM2I2T4R7QPTBVW4VYQC:15684"}}]}}],"owner":"gigapixel","repo":"pgvector_rs","token":"KdmY+mVQjfGbb70D0q9+fLpRyi7n9nk3JGbd9WTHL9U=","login":null}

…

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