Add support for readable lowercase topics

[lintool]

For something like:

java -cp anserini-0.24.1-fatjar.jar io.anserini.search.SearchCollection \
  -index msmarco-v1-passage \
  -topics MSMARCO_PASSAGE_DEV_SUBSET \
  -output run.msmarco-passage.bm25.txt \
  -threads 16 \
  -bm25

We can refer to msmarco-passage-dev instead of the full Enum MSMARCO_PASSAGE_DEV_SUBSET.

[codecov]

Codecov Report

Attention: Patch coverage is 98.03922% with 2 lines in your changes are missing coverage. Please review.

Project coverage is 66.40%. Comparing base (eacd135) to head (97cfa9e).

Files	Patch %	Lines
...main/java/io/anserini/search/SearchCollection.java	60.00%	1 Missing and 1 partial ⚠️

Additional details and impacted files

@@             Coverage Diff              @@
##             master    #2393      +/-   ##
============================================
+ Coverage     66.12%   66.40%   +0.27%     
- Complexity     1405     1408       +3     
============================================
  Files           207      207              
  Lines         11724    11820      +96     
  Branches       1473     1476       +3     
============================================
+ Hits           7753     7849      +96     
+ Misses         3461     3460       -1     
- Partials        510      511       +1     

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[lintool]

Runs with ONNX:

target/appassembler/bin/SearchCollection       -index msmarco-v1-passage                            -topics msmarco-v1-passage-dev                                       -output runs/run.msmarco-passage.bm25.txt                          -threads 16 -bm25
target/appassembler/bin/SearchCollection       -index msmarco-v1-passage-splade-pp-ed               -topics msmarco-v1-passage-dev -encoder SpladePlusPlusEnsembleDistil -output runs/run.msmarco-passage.splade-pp-ed.onnx.txt             -threads 16 -impact -pretokenized
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil             -topics msmarco-v1-passage-dev -encoder CosDprDistil                 -output runs/run.msmarco-passage.cos-dpr-distil.onnx.txt           -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil-quantized   -topics msmarco-v1-passage-dev -encoder CosDprDistil                 -output runs/run.msmarco-passage.cos-dpr-distil-quantized.onnx.txt -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5           -topics msmarco-v1-passage-dev -encoder BgeBaseEn15                  -output runs/run.msmarco-passage.bge.onnx.txt                      -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5-quantized -topics msmarco-v1-passage-dev -encoder BgeBaseEn15                  -output runs/run.msmarco-passage.bge-quantized.onnx.txt            -threads 16 -efSearch 1000

target/appassembler/bin/trec_eval -c -M 10 -m recip_rank tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage.bm25.txt
target/appassembler/bin/trec_eval -c -M 10 -m recip_rank tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage.splade-pp-ed.onnx.txt
target/appassembler/bin/trec_eval -c -M 10 -m recip_rank tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage.cos-dpr-distil.onnx.txt
target/appassembler/bin/trec_eval -c -M 10 -m recip_rank tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage.cos-dpr-distil-quantized.onnx.txt
target/appassembler/bin/trec_eval -c -M 10 -m recip_rank tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage.bge.onnx.txt
target/appassembler/bin/trec_eval -c -M 10 -m recip_rank tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage.bge-quantized.onnx.txt

target/appassembler/bin/SearchCollection       -index msmarco-v1-passage                            -topics dl19-passage                                       -output runs/run.dl19.bm25.txt                          -threads 16 -bm25
target/appassembler/bin/SearchCollection       -index msmarco-v1-passage-splade-pp-ed               -topics dl19-passage -encoder SpladePlusPlusEnsembleDistil -output runs/run.dl19.splade-pp-ed.onnx.txt             -threads 16 -impact -pretokenized
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil             -topics dl19-passage -encoder CosDprDistil                 -output runs/run.dl19.cos-dpr-distil.onnx.txt           -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil-quantized   -topics dl19-passage -encoder CosDprDistil                 -output runs/run.dl19.cos-dpr-distil-quantized.onnx.txt -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5           -topics dl19-passage -encoder BgeBaseEn15                  -output runs/run.dl19.bge.onnx.txt                      -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5-quantized -topics dl19-passage -encoder BgeBaseEn15                  -output runs/run.dl19.bge-quantized.onnx.txt            -threads 16 -efSearch 1000

target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.dl19.bm25.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.dl19.splade-pp-ed.onnx.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.dl19.cos-dpr-distil.onnx.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.dl19.cos-dpr-distil-quantized.onnx.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.dl19.bge.onnx.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.dl19.bge-quantized.onnx.txt

target/appassembler/bin/SearchCollection       -index msmarco-v1-passage                            -topics dl20-passage                                       -output runs/run.dl20.bm25.txt                          -threads 16 -bm25
target/appassembler/bin/SearchCollection       -index msmarco-v1-passage-splade-pp-ed               -topics dl20-passage -encoder SpladePlusPlusEnsembleDistil -output runs/run.dl20.splade-pp-ed.onnx.txt             -threads 16 -impact -pretokenized
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil             -topics dl20-passage -encoder CosDprDistil                 -output runs/run.dl20.cos-dpr-distil.onnx.txt           -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil-quantized   -topics dl20-passage -encoder CosDprDistil                 -output runs/run.dl20.cos-dpr-distil-quantized.onnx.txt -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5           -topics dl20-passage -encoder BgeBaseEn15                  -output runs/run.dl20.bge.onnx.txt                      -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5-quantized -topics dl20-passage -encoder BgeBaseEn15                  -output runs/run.dl20.bge-quantized.onnx.txt            -threads 16 -efSearch 1000

target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl20-passage.txt runs/run.dl20.bm25.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl20-passage.txt runs/run.dl20.splade-pp-ed.onnx.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl20-passage.txt runs/run.dl20.cos-dpr-distil.onnx.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl20-passage.txt runs/run.dl20.cos-dpr-distil-quantized.onnx.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl20-passage.txt runs/run.dl20.bge.onnx.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl20-passage.txt runs/run.dl20.bge-quantized.onnx.txt

Results:

                    dev    DL19     DL20
                 MRR@10  NDCG@10  NDCG@10
BM25             0.1840   0.5058   0.4796
SPLADE++ ED      0.3828   0.7308   0.7197
cos-DPR          0.3887   0.7250   0.7025
cos-DPR (int8)   0.3899   0.7247   0.6996
BGE              0.3575   0.7016   0.6768
BGE (int8)       0.3575   0.7017   0.6767

[lintool]

Runs with pre-encoded queries:

target/appassembler/bin/SearchCollection       -index msmarco-v1-passage                            -topics msmarco-v1-passage-dev                  -output runs/run.msmarco-passage.bm25.txt                     -threads 16 -bm25
target/appassembler/bin/SearchCollection       -index msmarco-v1-passage-splade-pp-ed               -topics msmarco-v1-passage-dev-splade-pp-ed     -output runs/run.msmarco-passage.splade-pp-ed.txt             -threads 16 -impact -pretokenized
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil             -topics msmarco-v1-passage-dev-cos-dpr-distil   -output runs/run.msmarco-passage.cos-dpr-distil.txt           -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil-quantized   -topics msmarco-v1-passage-dev-cos-dpr-distil   -output runs/run.msmarco-passage.cos-dpr-distil-quantized.txt -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5           -topics msmarco-v1-passage-dev-bge-base-en-v1.5 -output runs/run.msmarco-passage.bge.txt                      -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5-quantized -topics msmarco-v1-passage-dev-bge-base-en-v1.5 -output runs/run.msmarco-passage.bge-quantized.txt            -threads 16 -efSearch 1000

target/appassembler/bin/SearchCollection       -index msmarco-v1-passage                            -topics dl19-passage                  -output runs/run.dl19.bm25.txt                     -threads 16 -bm25
target/appassembler/bin/SearchCollection       -index msmarco-v1-passage-splade-pp-ed               -topics dl19-passage-splade-pp-ed     -output runs/run.dl19.splade-pp-ed.txt             -threads 16 -impact -pretokenized
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil             -topics dl19-passage-cos-dpr-distil   -output runs/run.dl19.cos-dpr-distil.txt           -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil-quantized   -topics dl19-passage-cos-dpr-distil   -output runs/run.dl19.cos-dpr-distil-quantized.txt -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5           -topics dl19-passage-bge-base-en-v1.5 -output runs/run.dl19.bge.txt                      -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5-quantized -topics dl19-passage-bge-base-en-v1.5 -output runs/run.dl19.bge-quantized.txt            -threads 16 -efSearch 1000

target/appassembler/bin/SearchCollection       -index msmarco-v1-passage                            -topics dl20-passage                  -output runs/run.dl20.bm25.txt                     -threads 16 -bm25
target/appassembler/bin/SearchCollection       -index msmarco-v1-passage-splade-pp-ed               -topics dl20-passage-splade-pp-ed     -output runs/run.dl20.splade-pp-ed.txt             -threads 16 -impact -pretokenized
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil             -topics dl20-passage-cos-dpr-distil   -output runs/run.dl20.cos-dpr-distil.txt           -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-cos-dpr-distil-quantized   -topics dl20-passage-cos-dpr-distil   -output runs/run.dl20.cos-dpr-distil-quantized.txt -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5           -topics dl20-passage-bge-base-en-v1.5 -output runs/run.dl20.bge.txt                      -threads 16 -efSearch 1000
target/appassembler/bin/SearchHnswDenseVectors -index msmarco-v1-passage-bge-base-en-v1.5-quantized -topics dl20-passage-bge-base-en-v1.5 -output runs/run.dl20.bge-quantized.txt            -threads 16 -efSearch 1000

Results:

                    dev    DL19     DL20
                 MRR@10  NDCG@10  NDCG@10
BM25             0.1840   0.5058   0.4796
SPLADE++ ED      0.3830   0.7317   0.7198
cos-DPR          0.3887   0.7250   0.7025
cos-DPR (int8)   0.3897   0.7240   0.7004
BGE              0.3574   0.7065   0.6780
BGE (int8)       0.3572   0.7016   0.6738