Add tokenizer and sparse encoding #1301

xinyual · 2023-09-08T02:32:08Z

Description

This pr is proposed for adding tokenizer and sparse encoding supported inside ml-commons. We implement two function "TOKENIZE" and "SPARSE_ENCODING" for each model. And user should deploy these models like "TEXT_EMBEDDING".

Issues Resolved

Support for tokenizer model and sparse encoding model, which will be used in opensearch-project/neural-search#230

Check List

New functionality includes testing.
- All tests pass
New functionality has been documented.
- New functionality has javadoc added
Commits are signed per the DCO using --signoff

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
For more information on following Developer Certificate of Origin and signing off your commits, please check here.

dhrubo-os · 2023-09-26T16:42:47Z

ml-algorithms/src/test/resources/org/opensearch/ml/engine/algorithms/tokenize/tokenizer.json

@@ -0,0 +1 @@
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how large is this tokenizer.json file?

About 467KB

...rithms/src/test/resources/org/opensearch/ml/engine/algorithms/sparse_encoding/tokenizer.json

.../main/java/org/opensearch/ml/engine/algorithms/sparse_encoding/SparseEncodingTranslator.java

...rg/opensearch/ml/engine/algorithms/sparse_encoding/TextEmbeddingSparseEncodingModelTest.java

…or tokenizer model Signed-off-by: xinyual <[email protected]>

* add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * remove special token Signed-off-by: xinyual <[email protected]> * add filter Signed-off-by: xinyual <[email protected]> * try empty model Signed-off-by: xinyual <[email protected]> * remove warm up Signed-off-by: xinyual <[email protected]> * try empty model Signed-off-by: xinyual <[email protected]> * add block Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * remove log Signed-off-by: xinyual <[email protected]> * remove pt file detect Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add functionName pipeline Signed-off-by: xinyual <[email protected]> * remove verify log Signed-off-by: xinyual <[email protected]> * skip special token in sparse encoding Signed-off-by: xinyual <[email protected]> * skip omit tokenize config Signed-off-by: xinyual <[email protected]> * skip omit tokenize config-change warm up logic Signed-off-by: xinyual <[email protected]> * reArch Signed-off-by: xinyual <[email protected]> * deduplicate Signed-off-by: xinyual <[email protected]> * omit ml config in sparse encoding Signed-off-by: xinyual <[email protected]> * add null config in warm up Signed-off-by: xinyual <[email protected]> * fix original test Signed-off-by: xinyual <[email protected]> * add tokenize ut half Signed-off-by: xinyual <[email protected]> * fix sparse encoding bug Signed-off-by: xinyual <[email protected]> * add UT for sparse encoding and tokenize Signed-off-by: xinyual <[email protected]> * remove useless framwork type Signed-off-by: xinyual <[email protected]> * common/src/test/java/org/opensearch/ml/common/input/MLInputTest.java Signed-off-by: xinyual <[email protected]> * change key for tokenize Signed-off-by: xinyual <[email protected]> * reArch DLModel Signed-off-by: xinyual <[email protected]> * reArch DLModel again Signed-off-by: xinyual <[email protected]> * response format Signed-off-by: xinyual <[email protected]> * tokenize only one output Signed-off-by: xinyual <[email protected]> * clean sparse output Signed-off-by: xinyual <[email protected]> * clean sparse output Signed-off-by: xinyual <[email protected]> * change UT number Signed-off-by: xinyual <[email protected]> * remove useless predict code Signed-off-by: xinyual <[email protected]> * remove useless part Signed-off-by: xinyual <[email protected]> * change tokenize way Signed-off-by: xinyual <[email protected]> * reArch add textEmbedding model Signed-off-by: xinyual <[email protected]> * add tokenize logic Signed-off-by: xinyual <[email protected]> * add abstract Signed-off-by: xinyual <[email protected]> * clear code Signed-off-by: xinyual <[email protected]> * fix it class Signed-off-by: xinyual <[email protected]> * fix it class Signed-off-by: xinyual <[email protected]> * add IT file Signed-off-by: xinyual <[email protected]> * reformulate Signed-off-by: xinyual <[email protected]> * reformulate remote inference Signed-off-by: xinyual <[email protected]> * reformulate remote inference Signed-off-by: xinyual <[email protected]> * reformulate remote inference json and array Signed-off-by: xinyual <[email protected]> * verify Signed-off-by: xinyual <[email protected]> * undo string utils Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * add inner load Model Signed-off-by: xinyual <[email protected]> * rename variable Signed-off-by: xinyual <[email protected]> * add default for idf Signed-off-by: xinyual <[email protected]> * add ut for sparse encoding and tokenizer Signed-off-by: xinyual <[email protected]> * add close model Signed-off-by: xinyual <[email protected]> * change mock class Signed-off-by: xinyual <[email protected]> * remove buffer for sparse encoding output Signed-off-by: xinyual <[email protected]> * change tokenize model ready logic Signed-off-by: xinyual <[email protected]> * rewrite input functionName Signed-off-by: xinyual <[email protected]> * deduplicate Signed-off-by: xinyual <[email protected]> * change UT usage Signed-off-by: xinyual <[email protected]> * fix downloadAndSplit test Signed-off-by: xinyual <[email protected]> * fix Helper test Signed-off-by: xinyual <[email protected]> * remove meaningless change Signed-off-by: xinyual <[email protected]> * remove complie change Signed-off-by: xinyual <[email protected]> * rename Signed-off-by: xinyual <[email protected]> * fix typo error and simplify wrap code Signed-off-by: xinyual <[email protected]> * add comment Signed-off-by: xinyual <[email protected]> * using gson and remove useless close logic Signed-off-by: xinyual <[email protected]> * update comment and import problem Signed-off-by: xinyual <[email protected]> * add static idf name Signed-off-by: xinyual <[email protected]> * fix format problem Signed-off-by: xinyual <[email protected]> * extract an abstract model for sparse and dense sentence transformer translator Signed-off-by: xinyual <[email protected]> * fix typo error Signed-off-by: xinyual <[email protected]> * remove duplicate tokenizer file, fix import problem and add comment for tokenizer model Signed-off-by: xinyual <[email protected]> --------- Signed-off-by: xinyual <[email protected]>

* add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * remove special token Signed-off-by: xinyual <[email protected]> * add filter Signed-off-by: xinyual <[email protected]> * try empty model Signed-off-by: xinyual <[email protected]> * remove warm up Signed-off-by: xinyual <[email protected]> * try empty model Signed-off-by: xinyual <[email protected]> * add block Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * remove log Signed-off-by: xinyual <[email protected]> * remove pt file detect Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add functionName pipeline Signed-off-by: xinyual <[email protected]> * remove verify log Signed-off-by: xinyual <[email protected]> * skip special token in sparse encoding Signed-off-by: xinyual <[email protected]> * skip omit tokenize config Signed-off-by: xinyual <[email protected]> * skip omit tokenize config-change warm up logic Signed-off-by: xinyual <[email protected]> * reArch Signed-off-by: xinyual <[email protected]> * deduplicate Signed-off-by: xinyual <[email protected]> * omit ml config in sparse encoding Signed-off-by: xinyual <[email protected]> * add null config in warm up Signed-off-by: xinyual <[email protected]> * fix original test Signed-off-by: xinyual <[email protected]> * add tokenize ut half Signed-off-by: xinyual <[email protected]> * fix sparse encoding bug Signed-off-by: xinyual <[email protected]> * add UT for sparse encoding and tokenize Signed-off-by: xinyual <[email protected]> * remove useless framwork type Signed-off-by: xinyual <[email protected]> * common/src/test/java/org/opensearch/ml/common/input/MLInputTest.java Signed-off-by: xinyual <[email protected]> * change key for tokenize Signed-off-by: xinyual <[email protected]> * reArch DLModel Signed-off-by: xinyual <[email protected]> * reArch DLModel again Signed-off-by: xinyual <[email protected]> * response format Signed-off-by: xinyual <[email protected]> * tokenize only one output Signed-off-by: xinyual <[email protected]> * clean sparse output Signed-off-by: xinyual <[email protected]> * clean sparse output Signed-off-by: xinyual <[email protected]> * change UT number Signed-off-by: xinyual <[email protected]> * remove useless predict code Signed-off-by: xinyual <[email protected]> * remove useless part Signed-off-by: xinyual <[email protected]> * change tokenize way Signed-off-by: xinyual <[email protected]> * reArch add textEmbedding model Signed-off-by: xinyual <[email protected]> * add tokenize logic Signed-off-by: xinyual <[email protected]> * add abstract Signed-off-by: xinyual <[email protected]> * clear code Signed-off-by: xinyual <[email protected]> * fix it class Signed-off-by: xinyual <[email protected]> * fix it class Signed-off-by: xinyual <[email protected]> * add IT file Signed-off-by: xinyual <[email protected]> * reformulate Signed-off-by: xinyual <[email protected]> * reformulate remote inference Signed-off-by: xinyual <[email protected]> * reformulate remote inference Signed-off-by: xinyual <[email protected]> * reformulate remote inference json and array Signed-off-by: xinyual <[email protected]> * verify Signed-off-by: xinyual <[email protected]> * undo string utils Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * add inner load Model Signed-off-by: xinyual <[email protected]> * rename variable Signed-off-by: xinyual <[email protected]> * add default for idf Signed-off-by: xinyual <[email protected]> * add ut for sparse encoding and tokenizer Signed-off-by: xinyual <[email protected]> * add close model Signed-off-by: xinyual <[email protected]> * change mock class Signed-off-by: xinyual <[email protected]> * remove buffer for sparse encoding output Signed-off-by: xinyual <[email protected]> * change tokenize model ready logic Signed-off-by: xinyual <[email protected]> * rewrite input functionName Signed-off-by: xinyual <[email protected]> * deduplicate Signed-off-by: xinyual <[email protected]> * change UT usage Signed-off-by: xinyual <[email protected]> * fix downloadAndSplit test Signed-off-by: xinyual <[email protected]> * fix Helper test Signed-off-by: xinyual <[email protected]> * remove meaningless change Signed-off-by: xinyual <[email protected]> * remove complie change Signed-off-by: xinyual <[email protected]> * rename Signed-off-by: xinyual <[email protected]> * fix typo error and simplify wrap code Signed-off-by: xinyual <[email protected]> * add comment Signed-off-by: xinyual <[email protected]> * using gson and remove useless close logic Signed-off-by: xinyual <[email protected]> * update comment and import problem Signed-off-by: xinyual <[email protected]> * add static idf name Signed-off-by: xinyual <[email protected]> * fix format problem Signed-off-by: xinyual <[email protected]> * extract an abstract model for sparse and dense sentence transformer translator Signed-off-by: xinyual <[email protected]> * fix typo error Signed-off-by: xinyual <[email protected]> * remove duplicate tokenizer file, fix import problem and add comment for tokenizer model Signed-off-by: xinyual <[email protected]> --------- Signed-off-by: xinyual <[email protected]> (cherry picked from commit 31a4e25)

* add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * remove special token Signed-off-by: xinyual <[email protected]> * add filter Signed-off-by: xinyual <[email protected]> * try empty model Signed-off-by: xinyual <[email protected]> * remove warm up Signed-off-by: xinyual <[email protected]> * try empty model Signed-off-by: xinyual <[email protected]> * add block Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * remove log Signed-off-by: xinyual <[email protected]> * remove pt file detect Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add functionName pipeline Signed-off-by: xinyual <[email protected]> * remove verify log Signed-off-by: xinyual <[email protected]> * skip special token in sparse encoding Signed-off-by: xinyual <[email protected]> * skip omit tokenize config Signed-off-by: xinyual <[email protected]> * skip omit tokenize config-change warm up logic Signed-off-by: xinyual <[email protected]> * reArch Signed-off-by: xinyual <[email protected]> * deduplicate Signed-off-by: xinyual <[email protected]> * omit ml config in sparse encoding Signed-off-by: xinyual <[email protected]> * add null config in warm up Signed-off-by: xinyual <[email protected]> * fix original test Signed-off-by: xinyual <[email protected]> * add tokenize ut half Signed-off-by: xinyual <[email protected]> * fix sparse encoding bug Signed-off-by: xinyual <[email protected]> * add UT for sparse encoding and tokenize Signed-off-by: xinyual <[email protected]> * remove useless framwork type Signed-off-by: xinyual <[email protected]> * common/src/test/java/org/opensearch/ml/common/input/MLInputTest.java Signed-off-by: xinyual <[email protected]> * change key for tokenize Signed-off-by: xinyual <[email protected]> * reArch DLModel Signed-off-by: xinyual <[email protected]> * reArch DLModel again Signed-off-by: xinyual <[email protected]> * response format Signed-off-by: xinyual <[email protected]> * tokenize only one output Signed-off-by: xinyual <[email protected]> * clean sparse output Signed-off-by: xinyual <[email protected]> * clean sparse output Signed-off-by: xinyual <[email protected]> * change UT number Signed-off-by: xinyual <[email protected]> * remove useless predict code Signed-off-by: xinyual <[email protected]> * remove useless part Signed-off-by: xinyual <[email protected]> * change tokenize way Signed-off-by: xinyual <[email protected]> * reArch add textEmbedding model Signed-off-by: xinyual <[email protected]> * add tokenize logic Signed-off-by: xinyual <[email protected]> * add abstract Signed-off-by: xinyual <[email protected]> * clear code Signed-off-by: xinyual <[email protected]> * fix it class Signed-off-by: xinyual <[email protected]> * fix it class Signed-off-by: xinyual <[email protected]> * add IT file Signed-off-by: xinyual <[email protected]> * reformulate Signed-off-by: xinyual <[email protected]> * reformulate remote inference Signed-off-by: xinyual <[email protected]> * reformulate remote inference Signed-off-by: xinyual <[email protected]> * reformulate remote inference json and array Signed-off-by: xinyual <[email protected]> * verify Signed-off-by: xinyual <[email protected]> * undo string utils Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * add inner load Model Signed-off-by: xinyual <[email protected]> * rename variable Signed-off-by: xinyual <[email protected]> * add default for idf Signed-off-by: xinyual <[email protected]> * add ut for sparse encoding and tokenizer Signed-off-by: xinyual <[email protected]> * add close model Signed-off-by: xinyual <[email protected]> * change mock class Signed-off-by: xinyual <[email protected]> * remove buffer for sparse encoding output Signed-off-by: xinyual <[email protected]> * change tokenize model ready logic Signed-off-by: xinyual <[email protected]> * rewrite input functionName Signed-off-by: xinyual <[email protected]> * deduplicate Signed-off-by: xinyual <[email protected]> * change UT usage Signed-off-by: xinyual <[email protected]> * fix downloadAndSplit test Signed-off-by: xinyual <[email protected]> * fix Helper test Signed-off-by: xinyual <[email protected]> * remove meaningless change Signed-off-by: xinyual <[email protected]> * remove complie change Signed-off-by: xinyual <[email protected]> * rename Signed-off-by: xinyual <[email protected]> * fix typo error and simplify wrap code Signed-off-by: xinyual <[email protected]> * add comment Signed-off-by: xinyual <[email protected]> * using gson and remove useless close logic Signed-off-by: xinyual <[email protected]> * update comment and import problem Signed-off-by: xinyual <[email protected]> * add static idf name Signed-off-by: xinyual <[email protected]> * fix format problem Signed-off-by: xinyual <[email protected]> * extract an abstract model for sparse and dense sentence transformer translator Signed-off-by: xinyual <[email protected]> * fix typo error Signed-off-by: xinyual <[email protected]> * remove duplicate tokenizer file, fix import problem and add comment for tokenizer model Signed-off-by: xinyual <[email protected]> --------- Signed-off-by: xinyual <[email protected]> (cherry picked from commit 31a4e25) Co-authored-by: xinyual <[email protected]>

…ch-project#1393) * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * remove special token Signed-off-by: xinyual <[email protected]> * add filter Signed-off-by: xinyual <[email protected]> * try empty model Signed-off-by: xinyual <[email protected]> * remove warm up Signed-off-by: xinyual <[email protected]> * try empty model Signed-off-by: xinyual <[email protected]> * add block Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * remove log Signed-off-by: xinyual <[email protected]> * remove pt file detect Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add functionName pipeline Signed-off-by: xinyual <[email protected]> * remove verify log Signed-off-by: xinyual <[email protected]> * skip special token in sparse encoding Signed-off-by: xinyual <[email protected]> * skip omit tokenize config Signed-off-by: xinyual <[email protected]> * skip omit tokenize config-change warm up logic Signed-off-by: xinyual <[email protected]> * reArch Signed-off-by: xinyual <[email protected]> * deduplicate Signed-off-by: xinyual <[email protected]> * omit ml config in sparse encoding Signed-off-by: xinyual <[email protected]> * add null config in warm up Signed-off-by: xinyual <[email protected]> * fix original test Signed-off-by: xinyual <[email protected]> * add tokenize ut half Signed-off-by: xinyual <[email protected]> * fix sparse encoding bug Signed-off-by: xinyual <[email protected]> * add UT for sparse encoding and tokenize Signed-off-by: xinyual <[email protected]> * remove useless framwork type Signed-off-by: xinyual <[email protected]> * common/src/test/java/org/opensearch/ml/common/input/MLInputTest.java Signed-off-by: xinyual <[email protected]> * change key for tokenize Signed-off-by: xinyual <[email protected]> * reArch DLModel Signed-off-by: xinyual <[email protected]> * reArch DLModel again Signed-off-by: xinyual <[email protected]> * response format Signed-off-by: xinyual <[email protected]> * tokenize only one output Signed-off-by: xinyual <[email protected]> * clean sparse output Signed-off-by: xinyual <[email protected]> * clean sparse output Signed-off-by: xinyual <[email protected]> * change UT number Signed-off-by: xinyual <[email protected]> * remove useless predict code Signed-off-by: xinyual <[email protected]> * remove useless part Signed-off-by: xinyual <[email protected]> * change tokenize way Signed-off-by: xinyual <[email protected]> * reArch add textEmbedding model Signed-off-by: xinyual <[email protected]> * add tokenize logic Signed-off-by: xinyual <[email protected]> * add abstract Signed-off-by: xinyual <[email protected]> * clear code Signed-off-by: xinyual <[email protected]> * fix it class Signed-off-by: xinyual <[email protected]> * fix it class Signed-off-by: xinyual <[email protected]> * add IT file Signed-off-by: xinyual <[email protected]> * reformulate Signed-off-by: xinyual <[email protected]> * reformulate remote inference Signed-off-by: xinyual <[email protected]> * reformulate remote inference Signed-off-by: xinyual <[email protected]> * reformulate remote inference json and array Signed-off-by: xinyual <[email protected]> * verify Signed-off-by: xinyual <[email protected]> * undo string utils Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * add inner load Model Signed-off-by: xinyual <[email protected]> * rename variable Signed-off-by: xinyual <[email protected]> * add default for idf Signed-off-by: xinyual <[email protected]> * add ut for sparse encoding and tokenizer Signed-off-by: xinyual <[email protected]> * add close model Signed-off-by: xinyual <[email protected]> * change mock class Signed-off-by: xinyual <[email protected]> * remove buffer for sparse encoding output Signed-off-by: xinyual <[email protected]> * change tokenize model ready logic Signed-off-by: xinyual <[email protected]> * rewrite input functionName Signed-off-by: xinyual <[email protected]> * deduplicate Signed-off-by: xinyual <[email protected]> * change UT usage Signed-off-by: xinyual <[email protected]> * fix downloadAndSplit test Signed-off-by: xinyual <[email protected]> * fix Helper test Signed-off-by: xinyual <[email protected]> * remove meaningless change Signed-off-by: xinyual <[email protected]> * remove complie change Signed-off-by: xinyual <[email protected]> * rename Signed-off-by: xinyual <[email protected]> * fix typo error and simplify wrap code Signed-off-by: xinyual <[email protected]> * add comment Signed-off-by: xinyual <[email protected]> * using gson and remove useless close logic Signed-off-by: xinyual <[email protected]> * update comment and import problem Signed-off-by: xinyual <[email protected]> * add static idf name Signed-off-by: xinyual <[email protected]> * fix format problem Signed-off-by: xinyual <[email protected]> * extract an abstract model for sparse and dense sentence transformer translator Signed-off-by: xinyual <[email protected]> * fix typo error Signed-off-by: xinyual <[email protected]> * remove duplicate tokenizer file, fix import problem and add comment for tokenizer model Signed-off-by: xinyual <[email protected]> --------- Signed-off-by: xinyual <[email protected]> (cherry picked from commit 31a4e25) Co-authored-by: xinyual <[email protected]> (cherry picked from commit 44946da)

* add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * add tokenizer and sparse encoding Signed-off-by: xinyual <[email protected]> * remove special token Signed-off-by: xinyual <[email protected]> * add filter Signed-off-by: xinyual <[email protected]> * try empty model Signed-off-by: xinyual <[email protected]> * remove warm up Signed-off-by: xinyual <[email protected]> * try empty model Signed-off-by: xinyual <[email protected]> * add block Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * remove log Signed-off-by: xinyual <[email protected]> * remove pt file detect Signed-off-by: xinyual <[email protected]> * add log Signed-off-by: xinyual <[email protected]> * add functionName pipeline Signed-off-by: xinyual <[email protected]> * remove verify log Signed-off-by: xinyual <[email protected]> * skip special token in sparse encoding Signed-off-by: xinyual <[email protected]> * skip omit tokenize config Signed-off-by: xinyual <[email protected]> * skip omit tokenize config-change warm up logic Signed-off-by: xinyual <[email protected]> * reArch Signed-off-by: xinyual <[email protected]> * deduplicate Signed-off-by: xinyual <[email protected]> * omit ml config in sparse encoding Signed-off-by: xinyual <[email protected]> * add null config in warm up Signed-off-by: xinyual <[email protected]> * fix original test Signed-off-by: xinyual <[email protected]> * add tokenize ut half Signed-off-by: xinyual <[email protected]> * fix sparse encoding bug Signed-off-by: xinyual <[email protected]> * add UT for sparse encoding and tokenize Signed-off-by: xinyual <[email protected]> * remove useless framwork type Signed-off-by: xinyual <[email protected]> * common/src/test/java/org/opensearch/ml/common/input/MLInputTest.java Signed-off-by: xinyual <[email protected]> * change key for tokenize Signed-off-by: xinyual <[email protected]> * reArch DLModel Signed-off-by: xinyual <[email protected]> * reArch DLModel again Signed-off-by: xinyual <[email protected]> * response format Signed-off-by: xinyual <[email protected]> * tokenize only one output Signed-off-by: xinyual <[email protected]> * clean sparse output Signed-off-by: xinyual <[email protected]> * clean sparse output Signed-off-by: xinyual <[email protected]> * change UT number Signed-off-by: xinyual <[email protected]> * remove useless predict code Signed-off-by: xinyual <[email protected]> * remove useless part Signed-off-by: xinyual <[email protected]> * change tokenize way Signed-off-by: xinyual <[email protected]> * reArch add textEmbedding model Signed-off-by: xinyual <[email protected]> * add tokenize logic Signed-off-by: xinyual <[email protected]> * add abstract Signed-off-by: xinyual <[email protected]> * clear code Signed-off-by: xinyual <[email protected]> * fix it class Signed-off-by: xinyual <[email protected]> * fix it class Signed-off-by: xinyual <[email protected]> * add IT file Signed-off-by: xinyual <[email protected]> * reformulate Signed-off-by: xinyual <[email protected]> * reformulate remote inference Signed-off-by: xinyual <[email protected]> * reformulate remote inference Signed-off-by: xinyual <[email protected]> * reformulate remote inference json and array Signed-off-by: xinyual <[email protected]> * verify Signed-off-by: xinyual <[email protected]> * undo string utils Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * skip dummy model Signed-off-by: xinyual <[email protected]> * add inner load Model Signed-off-by: xinyual <[email protected]> * rename variable Signed-off-by: xinyual <[email protected]> * add default for idf Signed-off-by: xinyual <[email protected]> * add ut for sparse encoding and tokenizer Signed-off-by: xinyual <[email protected]> * add close model Signed-off-by: xinyual <[email protected]> * change mock class Signed-off-by: xinyual <[email protected]> * remove buffer for sparse encoding output Signed-off-by: xinyual <[email protected]> * change tokenize model ready logic Signed-off-by: xinyual <[email protected]> * rewrite input functionName Signed-off-by: xinyual <[email protected]> * deduplicate Signed-off-by: xinyual <[email protected]> * change UT usage Signed-off-by: xinyual <[email protected]> * fix downloadAndSplit test Signed-off-by: xinyual <[email protected]> * fix Helper test Signed-off-by: xinyual <[email protected]> * remove meaningless change Signed-off-by: xinyual <[email protected]> * remove complie change Signed-off-by: xinyual <[email protected]> * rename Signed-off-by: xinyual <[email protected]> * fix typo error and simplify wrap code Signed-off-by: xinyual <[email protected]> * add comment Signed-off-by: xinyual <[email protected]> * using gson and remove useless close logic Signed-off-by: xinyual <[email protected]> * update comment and import problem Signed-off-by: xinyual <[email protected]> * add static idf name Signed-off-by: xinyual <[email protected]> * fix format problem Signed-off-by: xinyual <[email protected]> * extract an abstract model for sparse and dense sentence transformer translator Signed-off-by: xinyual <[email protected]> * fix typo error Signed-off-by: xinyual <[email protected]> * remove duplicate tokenizer file, fix import problem and add comment for tokenizer model Signed-off-by: xinyual <[email protected]> --------- Signed-off-by: xinyual <[email protected]> (cherry picked from commit 31a4e25) Co-authored-by: xinyual <[email protected]> (cherry picked from commit 44946da) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com>

xinyual requested review from b4sjoo, dhrubo-os, jngz-es, model-collapse, rbhavna, wujunshen, ylwu-amzn, zane-neo and Zhangxunmt as code owners September 8, 2023 02:32

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xinyual force-pushed the addTokenizerAndSparseEncoding branch from b7d1e86 to f7deeeb Compare September 8, 2023 09:20

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dhrubo-os reviewed Sep 26, 2023

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...rg/opensearch/ml/engine/algorithms/sparse_encoding/TextEmbeddingSparseEncodingModelTest.java Outdated Show resolved Hide resolved

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remove duplicate tokenizer file, fix import problem and add comment f…

73b3f02

…or tokenizer model Signed-off-by: xinyual <[email protected]>

xinyual dismissed dhrubo-os’s stale review via 73b3f02 September 27, 2023 00:29

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dhrubo-os approved these changes Sep 27, 2023

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zane-neo approved these changes Sep 27, 2023

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zane-neo merged commit 31a4e25 into opensearch-project:neural-sparse Sep 27, 2023
2 of 8 checks passed

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zane-neo added the backport main label Sep 27, 2023

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[Backport main] Add tokenizer and sparse encoding #1393

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[Backport to main]Add tokenizer and sparse encoding (#1301) #1394

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Add tokenizer and sparse encoding #1301

Add tokenizer and sparse encoding #1301

xinyual commented Sep 8, 2023

dhrubo-os Sep 26, 2023

xinyual Sep 26, 2023

		@@ -0,0 +1 @@
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