Encoding issues in output of search

[microsoft]

Encoding issues in output of search

[CloudBreadPaPa]

same result from my side.
looks like a bug of search with metadata.

repro steps.
copy attached query_embeddings.txt and title_embeddings.txt file.
These're 2048d vector with simple metadata file.

Run below commands and check results.txt file.

./indexbuilder -d 2048 -v Float -i ../shane-test/query_embeddings.txt -o ../output3 -a BKT 

./indexsearcher ../output3 Index.QueryFile=../shane-test/title_embeddings.txt Index.ResultFile=../output3/results.txt Index.K=2

First line of first prediction looks okay but next, errors.
the broken text, it should be t2 metadata name value but might be some encoding? or text printing issues on it.

results.txt file text

m1:0.680@t1|0.998@`�|
m2:0.654@��|0.973@`�|
m3:0.719@��|0.980@`�|
m4:0.753@��|0.978@`�|
m5:0.707@��|0.994@`�|
m6:0.696@��|1.001@`�|
m7:0.755@��|0.985@`�|
m8:0.720@��|1.002@`�|
m9:0.833@��|0.975@`�|
m10:0.723@��|1.000@`�|
m11:0.680@��|0.998@`�|
m12:0.654@��|0.973@`�|
m13:0.719@��|0.980@`�|
m14:0.753@��|0.978@`�|
m15:0.707@��|0.994@`�|
m16:0.696@��|1.001@`�|
m17:0.755@��|0.985@`�|
m18:0.720@��|1.002@`�|
m19:0.833@��|0.975@`�|
m20:0.723@��|1.000@`�|

attaching the test files.

SPTAG-result-with-metadata.zip

[MaJaHa95]

I spent a bit of time debugging this the other day, and seemed to find that inserting elements one at a time (using AddIndex) resolved it. Relatively slow, but maybe that's a hint toward what might be at play?

[lambday]

Faced the same issue on Windows. I was trying with dummy vectors of dimension 10.

1. Here's the input file to the index builder executable (target.txt).

hello	100|101|103|104|105|106|107|108|109|110
hullo	99|100|101|103|104|105|106|107|108|109
hola	85|86|87|88|89|90|91|92|93|94
hi	120|121|122|123|124|125|126|127|119|118
what's up	-10|-11|-12|-13|-14|-15|-16|-17|-18|-19

2. Ran index builder

indexbuilder.exe -d 10 -v float -i D:\path\to\data\target.txt -o D:\path\to\data\gen -a BKT Index.DistCalcMethod=Cosine

3. My search input file (source.txt)

this	-120|-121|-122|-123|-124|-125|-126|-127|-128|-129
magnificiant	250|251|252|253|254|255|256|257|258|259
helloo	101|102|103|104|105|106|107|108|109|120
hwllo	98|99|100|101|102|103|104|105|106|107
search	1|2|3|4|5|6|7|8|9|10

4. Ran index search

indexsearcher.exe D:\path\to\data\gen Index.QueryFile=D:\path\to\data\source.txt Index.ResultFile=D:\path\to\data\gen\result.txt Index.K=4

5. Content of result.txt

this:2.000@  ðÂC|2.000@C   |2.000@C |2.000@¸$P}÷�   |
magnificiant:0.000@C    |0.000@l e |0.000@C |0.000@         |
helloo:0.000@    C|0.001@    C|0.001@C   |0.001@� |
hwllo:0.000@C �Åî|0.000@    C|0.000@C   |0.000@� |
search:0.100@  ðÂC|0.114@C    |0.114@C   |0.114@C |

I don't know what to make of it. Any help is appreciated.

[lambday]

Okay not sure how much it helps, but this is something I tried with the index searcher.

1. Removed the if (...) thing here and the else block. So this is how it looks in my local

for (int j = 0; j < K; j++)
{
     //if (results[i].GetResult(j)->VID < 0) {
         fp << results[i].GetResult(j)->Dist << "@" << results[i].GetResult(j)->VID; // << std::endl;
     //}
     /*else {
         ByteArray vm = index.GetMetadata(results[i].GetResult(j)->VID);
         fp << (results[i].GetResult(j)->Dist / basesquare) << "@";
         fp.write((const char*)vm.Data(), vm.Length());
     }*/
    fp << "|";
}

2. Increased the precision here to 6 (since the distance is float32_t so we can't get better than that).

3. Output file:

this:1.999734@1|1.999734@2|1.999734@3|1.999734@4|
magnificiant:0.000064@1|0.000064@2|0.000064@3|0.000064@4|
helloo:0.000382@0|0.001155@1|0.001155@2|0.001155@3|
hwllo:0.000005@0|0.000392@1|0.000392@2|0.000392@3|
search:0.100150@0|0.113595@1|0.113595@2|0.113595@3|