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Add HNSW support to the localhost API interface #2691

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merged 18 commits into from
Jan 29, 2025
Merged

Add HNSW support to the localhost API interface #2691

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235a9c7
hnsw endpoint added
vincent-4 Jan 23, 2025
f77f1bc
use primitive
vincent-4 Jan 23, 2025
1ed836e
checks
vincent-4 Jan 23, 2025
37597ff
don't require parms
vincent-4 Jan 23, 2025
7e0e1db
Add settings toggle, remove doc return attempt for HNSW, add paramete…
vincent-4 Jan 23, 2025
4cbf066
use indexInfo settings
vincent-4 Jan 28, 2025
75ba6e0
indexinfo
vincent-4 Jan 29, 2025
529eb43
search: Improve HNSW search implementation and IndexInfo organization
vincent-4 Jan 29, 2025
7279255
fix and simplify: Improve resource handling and type safety
vincent-4 Jan 29, 2025
b545008
refactors: Improve code organization and error handling
vincent-4 Jan 29, 2025
c71251f
re-order: Improve code readability and organization
vincent-4 Jan 29, 2025
b8de5d6
Remove searching without index and improve error handling
vincent-4 Jan 29, 2025
6bfb91b
un-remove the 3 removed indexinfo entries -- accident
vincent-4 Jan 29, 2025
9e28c66
API Version Bump, style, and cleanup
vincent-4 Jan 29, 2025
10413ac
refactor(api): improve error handling and service management
vincent-4 Jan 29, 2025
273eb06
refactor(api): improve encoder/generator class handling and remove no…
vincent-4 Jan 29, 2025
3922dbe
Undo change to testNumPrebuiltIndexes - 169 as it was before
vincent-4 Jan 29, 2025
f0aaf5a
refactor(server): rename ControllerV1_0 to Controller and add SearchS…
vincent-4 Jan 29, 2025
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154 changes: 129 additions & 25 deletions src/main/java/io/anserini/index/IndexInfo.java
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Original file line number Diff line number Diff line change
Expand Up @@ -25,7 +25,14 @@ public enum IndexInfo {
"BM25",
new String[] {
"https://github.com/castorini/anserini-data/raw/master/CACM/lucene-index.cacm.20221005.252b5e.tar.gz" },
<<<<<<< Updated upstream
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Resolve?

"cfe14d543c6a27f4d742fb2d0099b8e0"),
=======
"cfe14d543c6a27f4d742fb2d0099b8e0",
IndexType.bm25,
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IndexType.INVERTED -> inverted index is what allows BM25, and tfidf, etc.

IIRC, all caps is the Java convention?

"",
""),
>>>>>>> Stashed changes

// MS MARCO V1
MSMARCO_V1_PASSAGE("msmarco-v1-passage",
Expand All @@ -36,7 +43,10 @@ public enum IndexInfo {
"BM25",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-inverted.msmarco-v1-passage.20221004.252b5e.tar.gz" },
"678876e8c99a89933d553609a0fd8793"),
"678876e8c99a89933d553609a0fd8793",
IndexType.bm25,
"",
""),

MSMARCO_V1_PASSAGE_SPLADE_PP_ED("msmarco-v1-passage.splade-pp-ed",
"Lucene impact index of the MS MARCO V1 passage corpus encoded by SPLADE++ CoCondenser-EnsembleDistil.",
Expand All @@ -46,7 +56,10 @@ public enum IndexInfo {
"SPLADE++ EnsembleDistil",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-inverted.msmarco-v1-passage.splade-pp-ed.20230524.a59610.tar.gz" },
"2c008fc36131e27966a72292932358e6"),
"2c008fc36131e27966a72292932358e6",
IndexType.flat,
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IndexType.DENSE_FLAT?

"SpladePpEd",
"VectorQueryGenerator"),

MSMARCO_V1_PASSAGE_COS_DPR_DISTIL_HNSW("msmarco-v1-passage.cosdpr-distil.hnsw",
"Lucene HNSW index of the MS MARCO V1 passage corpus encoded by cos-DPR Distil.",
Expand All @@ -56,7 +69,14 @@ public enum IndexInfo {
"cosDPR-distil w/ HNSW fp32",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw.msmarco-v1-passage.cosdpr-distil.20240108.825148.tar.gz" },
<<<<<<< Updated upstream
"df4c60fa1f3804fa409499824d12d035"),
=======
"df4c60fa1f3804fa409499824d12d035",
IndexType.hnsw,
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IndexType.DENSE_HNSW?

"CosDprDistil",
"VectorQueryGenerator"),
>>>>>>> Stashed changes

MSMARCO_V1_PASSAGE_COS_DPR_DISTIL_HNSW_INT8("msmarco-v1-passage.cosdpr-distil.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V1 passage corpus encoded by cos-DPR Distil.",
Expand All @@ -66,7 +86,10 @@ public enum IndexInfo {
"cosDPR-distil w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v1-passage.cosdpr-distil.20240108.825148.tar.gz" },
"119124ad358bb81e6a203b04d1b99a9c"),
"119124ad358bb81e6a203b04d1b99a9c",
IndexType.hnsw,
"CosDprDistil",
"VectorQueryGenerator"),

MSMARCO_V1_PASSAGE_BGE_BASE_EN_15_HNSW("msmarco-v1-passage.bge-base-en-v1.5.hnsw",
"Lucene HNSW index of the MS MARCO V1 passage corpus encoded by BGE-base-en-v1.5.",
Expand All @@ -76,7 +99,10 @@ public enum IndexInfo {
"bge-base-en-v1.5 w/ HNSW fp32",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw.msmarco-v1-passage.bge-base-en-v1.5.20240117.53514b.tar.gz" },
"00a577f689d90f95e6c5611438b0af3d"),
"00a577f689d90f95e6c5611438b0af3d",
IndexType.hnsw,
"BgeBaseEn15",
"VectorQueryGenerator"),

MSMARCO_V1_PASSAGE_BGE_BASE_EN_15_HNSW_INT8("msmarco-v1-passage.bge-base-en-v1.5.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V1 passage corpus encoded by BGE-base-en-v1.5.",
Expand All @@ -86,7 +112,10 @@ public enum IndexInfo {
"bge-base-en-v1.5 w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v1-passage.bge-base-en-v1.5.20240117.53514b.tar.gz" },
"7830712459cf124c96fd058bb0a405b7"),
"7830712459cf124c96fd058bb0a405b7",
IndexType.hnsw,
"BgeBaseEn15",
"VectorQueryGenerator"),

MSMARCO_V1_PASSAGE_COHERE_EMBED_ENGLISH_30_HNSW("msmarco-v1-passage.cohere-embed-english-v3.0.hnsw",
"Lucene HNSW index of the MS MARCO V1 passage corpus encoded by Cohere embed-english-v3.0.",
Expand All @@ -96,7 +125,10 @@ public enum IndexInfo {
"cohere-embed-english-v3.0 w/ HNSW fp32",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw.msmarco-v1-passage.cohere-embed-english-v3.0.20240228.eacd13.tar.gz" },
"c7294ca988ae1b812d427362ffca1ee2"),
"c7294ca988ae1b812d427362ffca1ee2",
IndexType.hnsw,
"CohereEmbedEnglish30",
"VectorQueryGenerator"),

MSMARCO_V1_PASSAGE_COHERE_EMBED_ENGLISH_30_HNSW_INT8("msmarco-v1-passage.cohere-embed-english-v3.0.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V1 passage corpus encoded by Cohere embed-english-v3.0.",
Expand All @@ -106,7 +138,10 @@ public enum IndexInfo {
"cohere-embed-english-v3.0 w/ HNSW fp32",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v1-passage.cohere-embed-english-v3.0.20240228.eacd13.tar.gz" },
"dbaca578cc8495f504cdd0a7187f4c36"),
"dbaca578cc8495f504cdd0a7187f4c36",
IndexType.hnsw,
"CohereEmbedEnglish30",
"VectorQueryGenerator"),

// MS MARCO V2
MSMARCO_V2_PASSAGE("msmarco-v2-passage",
Expand All @@ -117,7 +152,10 @@ public enum IndexInfo {
"BM25",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene-index.msmarco-v2-passage.20220808.4d6d2a.tar.gz" },
"eacd8556dd416ccad517b5e7dc97bceb"),
"eacd8556dd416ccad517b5e7dc97bceb",
IndexType.bm25,
"",
""),

MSMARCO_V2_DOC("msmarco-v2-doc",
"Lucene index of the MS MARCO V2 document corpus.",
Expand All @@ -127,7 +165,10 @@ public enum IndexInfo {
"BM25",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene-index.msmarco-v2-doc.20220808.4d6d2a.tar.gz" },
"0599bd6ed5ee28390b279eb398ef0267"),
"0599bd6ed5ee28390b279eb398ef0267",
IndexType.flat,
"",
""),

MSMARCO_V2_DOC_SEGMENTED("msmarco-v2-doc-segmented",
"Lucene index of the MS MARCO V2 segmented document corpus.",
Expand All @@ -137,7 +178,10 @@ public enum IndexInfo {
"BM25",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene-index.msmarco-v2-doc-segmented.20220808.4d6d2a.tar.gz" },
"8a5f444fa5a63cc5d4ddc3e6dd15faa0"),
"8a5f444fa5a63cc5d4ddc3e6dd15faa0",
IndexType.bm25,
"",
""),

MSMARCO_V21_DOC("msmarco-v2.1-doc",
"Lucene index of the MS MARCO V2.1 document corpus.",
Expand All @@ -147,7 +191,10 @@ public enum IndexInfo {
"BM25",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-inverted.msmarco-v2.1-doc.20240418.4f9675.tar.gz" },
"cecd55856c34afa82f1a499705c9df02"),
"cecd55856c34afa82f1a499705c9df02",
IndexType.bm25,
"",
""),

MSMARCO_V21_DOC_SEGMENTED("msmarco-v2.1-doc-segmented",
"Lucene index of the MS MARCO V2.1 segmented document corpus.",
Expand All @@ -157,7 +204,10 @@ public enum IndexInfo {
"BM25",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-inverted.msmarco-v2.1-doc-segmented.20240418.4f9675.tar.gz" },
"6ec4cd595c9fe1ad91b43eabb39a637c"),
"6ec4cd595c9fe1ad91b43eabb39a637c",
IndexType.bm25,
"",
""),

MSMARCO_V21_DOC_SEGMENTED_SHARD00_ARCTIC_EMBED_L_HNSW_INT8("msmarco-v2.1-doc-segmented-shard00.arctic-embed-l.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V2.1 segmented document corpus (shard00) encoded by Snowflake's arctic-embed-l model.",
Expand All @@ -167,7 +217,10 @@ public enum IndexInfo {
"Snowflake's arctic-embed-l w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v2.1-doc-segmented-shard00.arctic-embed-l.20250114.4884f5.tar.gz" },
"aab3f8e9aa0563bd0f875584784a0845"),
"aab3f8e9aa0563bd0f875584784a0845",
IndexType.hnsw,
"ArcticEmbedL",
"VectorQueryGenerator"),

MSMARCO_V21_DOC_SEGMENTED_SHARD01_ARCTIC_EMBED_L_HNSW_INT8("msmarco-v2.1-doc-segmented-shard01.arctic-embed-l.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V2.1 segmented document corpus (shard01) encoded by Snowflake's arctic-embed-l model.",
Expand All @@ -177,7 +230,10 @@ public enum IndexInfo {
"Snowflake's arctic-embed-l w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v2.1-doc-segmented-shard01.arctic-embed-l.20250114.4884f5.tar.gz" },
"34ea30fe72c2bc1795ae83e71b191547"),
"34ea30fe72c2bc1795ae83e71b191547",
IndexType.hnsw,
"ArcticEmbedL",
"VectorQueryGenerator"),

MSMARCO_V21_DOC_SEGMENTED_SHARD02_ARCTIC_EMBED_L_HNSW_INT8("msmarco-v2.1-doc-segmented-shard02.arctic-embed-l.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V2.1 segmented document corpus (shard02) encoded by Snowflake's arctic-embed-l model.",
Expand All @@ -187,7 +243,10 @@ public enum IndexInfo {
"Snowflake's arctic-embed-l w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v2.1-doc-segmented-shard02.arctic-embed-l.20250114.4884f5.tar.gz" },
"b6271d6db65119977491675f74f466d5"),
"b6271d6db65119977491675f74f466d5",
IndexType.hnsw,
"ArcticEmbedL",
"VectorQueryGenerator"),

MSMARCO_V21_DOC_SEGMENTED_SHARD03_ARCTIC_EMBED_L_HNSW_INT8("msmarco-v2.1-doc-segmented-shard03.arctic-embed-l.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V2.1 segmented document corpus (shard03) encoded by Snowflake's arctic-embed-l model.",
Expand All @@ -197,7 +256,10 @@ public enum IndexInfo {
"Snowflake's arctic-embed-l w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v2.1-doc-segmented-shard03.arctic-embed-l.20250114.4884f5.tar.gz" },
"a9cd644eb6037f67d2e9c06a8f60928d"),
"a9cd644eb6037f67d2e9c06a8f60928d",
IndexType.hnsw,
"ArcticEmbedL",
"VectorQueryGenerator"),

MSMARCO_V21_DOC_SEGMENTED_SHARD04_ARCTIC_EMBED_L_HNSW_INT8("msmarco-v2.1-doc-segmented-shard04.arctic-embed-l.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V2.1 segmented document corpus (shard04) encoded by Snowflake's arctic-embed-l model.",
Expand All @@ -207,7 +269,10 @@ public enum IndexInfo {
"Snowflake's arctic-embed-l w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v2.1-doc-segmented-shard04.arctic-embed-l.20250114.4884f5.tar.gz" },
"07b7e451e0525d01c1f1f2b1c42b1bd5"),
"07b7e451e0525d01c1f1f2b1c42b1bd5",
IndexType.hnsw,
"ArcticEmbedL",
"VectorQueryGenerator"),

MSMARCO_V21_DOC_SEGMENTED_SHARD05_ARCTIC_EMBED_L_HNSW_INT8("msmarco-v2.1-doc-segmented-shard05.arctic-embed-l.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V2.1 segmented document corpus (shard05) encoded by Snowflake's arctic-embed-l model.",
Expand All @@ -217,7 +282,10 @@ public enum IndexInfo {
"Snowflake's arctic-embed-l w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v2.1-doc-segmented-shard05.arctic-embed-l.20250114.4884f5.tar.gz" },
"2573dce175788981be2f266ebb33c96d"),
"2573dce175788981be2f266ebb33c96d",
IndexType.hnsw,
"ArcticEmbedL",
"VectorQueryGenerator"),

MSMARCO_V21_DOC_SEGMENTED_SHARD06_ARCTIC_EMBED_L_HNSW_INT8("msmarco-v2.1-doc-segmented-shard06.arctic-embed-l.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V2.1 segmented document corpus (shard06) encoded by Snowflake's arctic-embed-l model.",
Expand All @@ -227,7 +295,10 @@ public enum IndexInfo {
"Snowflake's arctic-embed-l w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v2.1-doc-segmented-shard06.arctic-embed-l.20250114.4884f5.tar.gz" },
"a644aea445a8b78cc9e99d2ce111ff11"),
"a644aea445a8b78cc9e99d2ce111ff11",
IndexType.hnsw,
"ArcticEmbedL",
"VectorQueryGenerator"),

MSMARCO_V21_DOC_SEGMENTED_SHARD07_ARCTIC_EMBED_L_HNSW_INT8("msmarco-v2.1-doc-segmented-shard07.arctic-embed-l.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V2.1 segmented document corpus (shard07) encoded by Snowflake's arctic-embed-l model.",
Expand All @@ -237,7 +308,10 @@ public enum IndexInfo {
"Snowflake's arctic-embed-l w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v2.1-doc-segmented-shard07.arctic-embed-l.20250114.4884f5.tar.gz" },
"402d37deccb44b5fc105049889e8aaea"),
"402d37deccb44b5fc105049889e8aaea",
IndexType.hnsw,
"ArcticEmbedL",
"VectorQueryGenerator"),

MSMARCO_V21_DOC_SEGMENTED_SHARD08_ARCTIC_EMBED_L_HNSW_INT8("msmarco-v2.1-doc-segmented-shard08.arctic-embed-l.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V2.1 segmented document corpus (shard08) encoded by Snowflake's arctic-embed-l model.",
Expand All @@ -247,7 +321,10 @@ public enum IndexInfo {
"Snowflake's arctic-embed-l w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v2.1-doc-segmented-shard08.arctic-embed-l.20250114.4884f5.tar.gz" },
"89ebcd027f7297b26a1edc8ae5726527"),
"89ebcd027f7297b26a1edc8ae5726527",
IndexType.hnsw,
"ArcticEmbedL",
"VectorQueryGenerator"),

MSMARCO_V21_DOC_SEGMENTED_SHARD09_ARCTIC_EMBED_L_HNSW_INT8("msmarco-v2.1-doc-segmented-shard09.arctic-embed-l.hnsw-int8",
"Lucene quantized (int8) HNSW index of the MS MARCO V2.1 segmented document corpus (shard09) encoded by Snowflake's arctic-embed-l model.",
Expand All @@ -257,7 +334,10 @@ public enum IndexInfo {
"Snowflake's arctic-embed-l w/ HNSW int8",
new String[] {
"https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-hnsw-int8.msmarco-v2.1-doc-segmented-shard09.arctic-embed-l.20250114.4884f5.tar.gz" },
"5e580bb7eb9ee2bb6bfa492b3430c17d"),
"5e580bb7eb9ee2bb6bfa492b3430c17d",
IndexType.hnsw,
"ArcticEmbedL",
"VectorQueryGenerator"),

// BEIR: flat
BEIR_V1_0_0_TREC_COVID_FLAT("beir-v1.0.0-trec-covid.flat",
Expand All @@ -267,7 +347,9 @@ public enum IndexInfo {
"BEIR: trec-covid",
"BM25 'flat'",
new String[] { "https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-inverted.beir-v1.0.0-trec-covid.flat.20221116.505594.tar.gz" },
"1aaf107b0787aa349deac92cb67d4230"),
"1aaf107b0787aa349deac92cb67d4230",
IndexType.flat,


BEIR_V1_0_0_BIOASQ_FLAT("beir-v1.0.0-bioasq.flat",
"Lucene inverted 'flat' index of BEIR collection 'bioasq'.",
Expand Down Expand Up @@ -1567,7 +1649,7 @@ public enum IndexInfo {
"BEIR: scifact",
"bge-base-en-v1.5",
new String[] { "https://rgw.cs.uwaterloo.ca/pyserini/indexes/lucene/lucene-flat.beir-v1.0.0-scifact.bge-base-en-v1.5.20240618.6cf601.tar.gz" },
"556abd7e9fcffbf06057ce3111cf4cc5");
"556abd7e9fcffbf06057ce3111cf4cc5",);

public final String indexName;
public final String description;
Expand All @@ -1577,9 +1659,17 @@ public enum IndexInfo {
public final String model;
public final String[] urls;
public final String md5;
public final IndexType indexType;
public enum IndexType {
flat,
hnsw,
bm25
}
public final String encoder;
public final String queryGenerator;

IndexInfo(String indexName, String description, String filename, String readme, String corpus, String model,
String[] urls, String md5) {
String[] urls, String md5, IndexType indexType, String encoder, String queryGenerator) {
this.indexName = indexName;
this.description = description;
this.filename = filename;
Expand All @@ -1588,6 +1678,9 @@ public enum IndexInfo {
this.model = model;
this.urls = urls;
this.md5 = md5;
this.indexType = indexType;
this.encoder = encoder;
this.queryGenerator = queryGenerator;
}

public static boolean contains(String indexName) {
Expand All @@ -1608,4 +1701,15 @@ public static IndexInfo get(String indexName) {
throw new IllegalArgumentException("Index name " + indexName + " not found!");
}

public String getDefaultEncoder() {
return encoder;
}

public String getDefaultQueryGenerator() {
return queryGenerator;
}

public static final int DEFAULT_EF_SEARCH = 100;
public static final String DEFAULT_QUERY_GENERATOR = "VectorQueryGenerator";
public static final String DEFAULT_ENCODER = "BgeBaseEn15";
}
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