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| # https://docs.github.com/en/actions | ||
|
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| name: Releases | ||
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| on: | ||
| push: | ||
| tags: | ||
| - '*' | ||
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| jobs: | ||
| build: | ||
| runs-on: ubuntu-latest | ||
| permissions: | ||
| contents: write | ||
| steps: | ||
| - uses: actions/checkout@v3 | ||
| - uses: ncipollo/release-action@v1 | ||
| with: | ||
| artifacts: "release.tar.gz,foo/*.txt" | ||
| bodyFile: "body.md" |
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| .vscode | ||
| models | ||
| testTarget |
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| ARG GO_VERSION=1.22rc1 | ||
| ARG RUST_VERSION=1.75 | ||
| ARG ONNXRUNTIME_VERSION=1.16.3 | ||
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| #--- rust build of tokenizer | ||
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| FROM rust:$RUST_VERSION AS tokenizer | ||
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| RUN git clone https://github.com/Knights-Analytics/tokenizers -b main && \ | ||
| cd tokenizers && \ | ||
| cargo build --release | ||
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| FROM public.ecr.aws/amazonlinux/amazonlinux:2023 AS building | ||
| ARG GO_VERSION | ||
| ARG ONNXRUNTIME_VERSION | ||
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| #--- repos | ||
| RUN dnf -y install gcc jq bash tar gzip glibc-static libstdc++ wget zip && \ | ||
| ln -s /usr/lib64/libstdc++.so.6 /usr/lib64/libstdc++.so && \ | ||
| dnf install -y 'dnf-command(config-manager)' && \ | ||
| dnf config-manager \ | ||
| --add-repo https://download.fedoraproject.org/pub/fedora/linux/releases/39/Everything/x86_64/os/ && \ | ||
| dnf clean all | ||
|
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| #--- go | ||
| RUN curl -LO https://golang.org/dl/go${GO_VERSION}.linux-amd64.tar.gz && \ | ||
| tar -C /usr/local -xzf go${GO_VERSION}.linux-amd64.tar.gz && \ | ||
| rm go${GO_VERSION}.linux-amd64.tar.gz | ||
| ENV PATH="$PATH:/usr/local/go/bin" | ||
|
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| # TOKENIZER | ||
| COPY --from=tokenizer /tokenizers/target/release/libtokenizers.a /usr/lib/libtokenizers.a | ||
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| # ONNXRUNTIME | ||
| RUN curl -LO https://github.com/microsoft/onnxruntime/releases/download/v${ONNXRUNTIME_VERSION}/onnxruntime-linux-x64-${ONNXRUNTIME_VERSION}.tgz && \ | ||
| tar -xzf onnxruntime-linux-x64-${ONNXRUNTIME_VERSION}.tgz && \ | ||
| mv ./onnxruntime-linux-x64-${ONNXRUNTIME_VERSION}/lib/libonnxruntime.so.${ONNXRUNTIME_VERSION} /usr/lib64/onnxruntime.so | ||
|
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| # TEST UTILS | ||
| RUN GOOS=linux GOARCH=amd64 CGO_ENABLED=0 go build -o test2json -ldflags="-s -w" cmd/test2json && mv test2json /usr/local/bin/test2json | ||
| RUN curl -LO https://github.com/gotestyourself/gotestsum/releases/download/v1.11.0/gotestsum_1.11.0_linux_amd64.tar.gz && \ | ||
| tar -xzf gotestsum_1.11.0_linux_amd64.tar.gz --directory /usr/local/bin | ||
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| COPY . /build | ||
| WORKDIR /build | ||
| RUN go mod download && CGO_ENABLED=1 GOOS=linux GOARCH=amd64 && \ | ||
| mkdir /unittest && go test -c ./pipelines -o /unittest && \ | ||
| go clean -r -cache -testcache -modcache | ||
|
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| # unit tests | ||
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| FROM public.ecr.aws/amazonlinux/amazonlinux:2023 AS testing | ||
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| RUN dnf install --disablerepo=* --enablerepo=amazonlinux --allowerasing -y dirmngr && dnf clean all | ||
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| COPY --from=building /usr/lib64/onnxruntime.so /usr/lib64/onnxruntime.so | ||
| COPY --from=building /usr/lib/libtokenizers.a /usr/lib/libtokenizers.a | ||
| COPY --from=building /unittest /unittest | ||
| COPY --from=building /usr/local/bin/test2json /usr/local/bin/test2json | ||
| COPY --from=building /usr/local/bin/gotestsum /usr/local/bin/gotestsum | ||
| COPY ./models /unittest/models | ||
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| ENV GOVERSION=$GO_VERSION | ||
|
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| # NON-PRIVILEDGED USER | ||
| # create non-priviledged testuser with id: 1000 | ||
| RUN useradd -u 1000 -m testuser && chown -R testuser:testuser /unittest | ||
|
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| # ENTRYPOINT | ||
| COPY ./scripts/entrypoint.sh /entrypoint.sh | ||
| # convert windows line endings if present | ||
| RUN sed -i 's/\r//g' /entrypoint.sh | ||
| RUN chmod +x /entrypoint.sh | ||
| ENTRYPOINT ["/entrypoint.sh"] |
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| SHELL := bash | ||
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| .PHONY: run-tests | ||
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| all: | ||
|
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| run-tests: | ||
| scripts/run-unit-tests.sh | ||
|
|
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| clean: | ||
| rm -r ./testTarget || true |
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| # HuGo: Huggingface 🤗 pipelines for Golang with flare :boom: | ||
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| ## What | ||
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| This library aims to provide an easy, scalable, and hassle-free way to run huggingface transformer pipelines in golang applications. It is built on the following principles: | ||
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| 1. Fidelity to the original Huggingface python implementations: we aim to accurately replicate huggingface inference implementations for the implemented pipelines, so that models trained and tested in python can be seamlessly deployed in golang | ||
| 2. Hassle-free and performant production use: we exclusively support onnx exports of huggingface models. Huggingface transformer models can be easily exported to onnx via huggingface optimum and used with the library (see instructions below) | ||
| 3. Run on your hardware: the aim is to be able to run onnx-exported huggingface transformer models on local hardware rather than relying on the http huggingface API | ||
|
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| ## Why | ||
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| While developing and fine-tuning transformer models with the huggingface python library is a great experience, if your production stack is golang-based being able to reliably deploy and scale the resulting pytorch models can be challenging. This library aims to make the process easy. | ||
|
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| ## For whom | ||
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| For the golang developer or ML engineer who wants to run transformer piplines at scale on their own hardware for their application | ||
|
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| ## What is already there | ||
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| We currently have implementations for the following three transfomer pipelines: | ||
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| - [featureExtraction](https://huggingface.co/docs/transformers/en/main_classes/pipelines#transformers.FeatureExtractionPipeline) | ||
| - [textClassification](https://huggingface.co/docs/transformers/en/main_classes/pipelines#transformers.TextClassificationPipeline) (single label classification only) | ||
| - [tokenClassification](https://huggingface.co/docs/transformers/en/main_classes/pipelines#transformers.TokenClassificationPipeline) | ||
|
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| Implementations for additional pipelines will follow. We also very gladly accept PRs to expand the set of pipelines! See [here](https://huggingface.co/docs/transformers/en/main_classes/pipelines) for the missing pipelines that can be implemented. |
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| module github.com/Knights-Analytics/HuGo | ||
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| go 1.21.5 | ||
|
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| require ( | ||
| github.com/Knights-Analytics/tokenizers v0.0.0-20240201112506-5aefcbb3390d | ||
| github.com/json-iterator/go v1.1.12 | ||
| github.com/phuslu/log v1.0.88 | ||
| github.com/stretchr/testify v1.8.4 | ||
| github.com/viant/afs v1.25.0 | ||
| github.com/viant/afsc v1.9.0 | ||
| github.com/yalue/onnxruntime_go v1.7.0 | ||
| ) | ||
|
|
||
| require ( | ||
| cloud.google.com/go/storage v1.37.0 // indirect | ||
| github.com/aws/aws-sdk-go v1.50.8 // indirect | ||
| github.com/davecgh/go-spew v1.1.1 // indirect | ||
| github.com/go-errors/errors v1.4.2 // indirect | ||
| github.com/jmespath/go-jmespath v0.4.0 // indirect | ||
| github.com/kr/text v0.2.0 // indirect | ||
| github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421 // indirect | ||
| github.com/modern-go/reflect2 v1.0.2 // indirect | ||
| github.com/pkg/errors v0.9.1 // indirect | ||
| github.com/pmezard/go-difflib v1.0.0 // indirect | ||
| golang.org/x/crypto v0.18.0 // indirect | ||
| golang.org/x/net v0.20.0 // indirect | ||
| golang.org/x/oauth2 v0.16.0 // indirect | ||
| golang.org/x/sys v0.16.0 // indirect | ||
| google.golang.org/api v0.161.0 // indirect | ||
| gopkg.in/yaml.v3 v3.0.1 // indirect | ||
| ) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,121 @@ | ||
| cloud.google.com/go v0.112.0 h1:tpFCD7hpHFlQ8yPwT3x+QeXqc2T6+n6T+hmABHfDUSM= | ||
| cloud.google.com/go v0.112.0/go.mod h1:3jEEVwZ/MHU4djK5t5RHuKOA/GbLddgTdVubX1qnPD4= | ||
| cloud.google.com/go/compute v1.23.3 h1:6sVlXXBmbd7jNX0Ipq0trII3e4n1/MsADLK6a+aiVlk= | ||
| cloud.google.com/go/compute v1.23.3/go.mod h1:VCgBUoMnIVIR0CscqQiPJLAG25E3ZRZMzcFZeQ+h8CI= | ||
| cloud.google.com/go/compute/metadata v0.2.3 h1:mg4jlk7mCAj6xXp9UJ4fjI9VUI5rubuGBW5aJ7UnBMY= | ||
| cloud.google.com/go/compute/metadata v0.2.3/go.mod h1:VAV5nSsACxMJvgaAuX6Pk2AawlZn8kiOGuCv6gTkwuA= | ||
| cloud.google.com/go/iam v1.1.5 h1:1jTsCu4bcsNsE4iiqNT5SHwrDRCfRmIaaaVFhRveTJI= | ||
| cloud.google.com/go/iam v1.1.5/go.mod h1:rB6P/Ic3mykPbFio+vo7403drjlgvoWfYpJhMXEbzv8= | ||
| cloud.google.com/go/storage v1.37.0 h1:WI8CsaFO8Q9KjPVtsZ5Cmi0dXV25zMoX0FklT7c3Jm4= | ||
| cloud.google.com/go/storage v1.37.0/go.mod h1:i34TiT2IhiNDmcj65PqwCjcoUX7Z5pLzS8DEmoiFq1k= | ||
| github.com/Knights-Analytics/tokenizers v0.0.0-20240201112506-5aefcbb3390d h1:mYaYASPBoVA+filNAgjh488uawQ6bXgVKWpJl+RYBrY= | ||
| github.com/Knights-Analytics/tokenizers v0.0.0-20240201112506-5aefcbb3390d/go.mod h1:0teoX3jhgpeuyscSsAoJycP9vQfWEnTHBUyCFeVMmPw= | ||
| github.com/aws/aws-sdk-go v1.50.8 h1:gY0WoOW+/Wz6XmYSgDH9ge3wnAevYDSQWPxxJvqAkP4= | ||
| github.com/aws/aws-sdk-go v1.50.8/go.mod h1:LF8svs817+Nz+DmiMQKTO3ubZ/6IaTpq3TjupRn3Eqk= | ||
| github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E= | ||
| github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= | ||
| github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c= | ||
| github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= | ||
| github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg= | ||
| github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U= | ||
| github.com/go-errors/errors v1.4.2 h1:J6MZopCL4uSllY1OfXM374weqZFFItUbrImctkmUxIA= | ||
| github.com/go-errors/errors v1.4.2/go.mod h1:sIVyrIiJhuEF+Pj9Ebtd6P/rEYROXFi3BopGUQ5a5Og= | ||
| github.com/go-logr/logr v1.4.1 h1:pKouT5E8xu9zeFC39JXRDukb6JFQPXM5p5I91188VAQ= | ||
| github.com/go-logr/logr v1.4.1/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY= | ||
| github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag= | ||
| github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE= | ||
| github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da h1:oI5xCqsCo564l8iNU+DwB5epxmsaqB+rhGL0m5jtYqE= | ||
| github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc= | ||
| github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg= | ||
| github.com/golang/protobuf v1.5.3/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY= | ||
| github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg= | ||
| github.com/google/s2a-go v0.1.7 h1:60BLSyTrOV4/haCDW4zb1guZItoSq8foHCXrAnjBo/o= | ||
| github.com/google/s2a-go v0.1.7/go.mod h1:50CgR4k1jNlWBu4UfS4AcfhVe1r6pdZPygJ3R8F0Qdw= | ||
| github.com/google/uuid v1.5.0 h1:1p67kYwdtXjb0gL0BPiP1Av9wiZPo5A8z2cWkTZ+eyU= | ||
| github.com/google/uuid v1.5.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo= | ||
| github.com/googleapis/enterprise-certificate-proxy v0.3.2 h1:Vie5ybvEvT75RniqhfFxPRy3Bf7vr3h0cechB90XaQs= | ||
| github.com/googleapis/enterprise-certificate-proxy v0.3.2/go.mod h1:VLSiSSBs/ksPL8kq3OBOQ6WRI2QnaFynd1DCjZ62+V0= | ||
| github.com/googleapis/gax-go/v2 v2.12.0 h1:A+gCJKdRfqXkr+BIRGtZLibNXf0m1f9E4HG56etFpas= | ||
| github.com/googleapis/gax-go/v2 v2.12.0/go.mod h1:y+aIqrI5eb1YGMVJfuV3185Ts/D7qKpsEkdD5+I6QGU= | ||
| github.com/jmespath/go-jmespath v0.4.0 h1:BEgLn5cpjn8UN1mAw4NjwDrS35OdebyEtFe+9YPoQUg= | ||
| github.com/jmespath/go-jmespath v0.4.0/go.mod h1:T8mJZnbsbmF+m6zOOFylbeCJqk5+pHWvzYPziyZiYoo= | ||
| github.com/jmespath/go-jmespath/internal/testify v1.5.1 h1:shLQSRRSCCPj3f2gpwzGwWFoC7ycTf1rcQZHOlsJ6N8= | ||
| github.com/jmespath/go-jmespath/internal/testify v1.5.1/go.mod h1:L3OGu8Wl2/fWfCI6z80xFu9LTZmf1ZRjMHUOPmWr69U= | ||
| github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM= | ||
| github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo= | ||
| github.com/kr/pretty v0.1.0 h1:L/CwN0zerZDmRFUapSPitk6f+Q3+0za1rQkzVuMiMFI= | ||
| github.com/kr/pretty v0.1.0/go.mod h1:dAy3ld7l9f0ibDNOQOHHMYYIIbhfbHSm3C4ZsoJORNo= | ||
| github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY= | ||
| github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE= | ||
| github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421 h1:ZqeYNhU3OHLH3mGKHDcjJRFFRrJa6eAM5H+CtDdOsPc= | ||
| github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q= | ||
| github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M= | ||
| github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk= | ||
| github.com/phuslu/log v1.0.88 h1:kivXMpYQ2hd9BxiJNhRM5xnaEZaGunQYlnRQdk/aBw8= | ||
| github.com/phuslu/log v1.0.88/go.mod h1:F8osGJADo5qLK/0F88djWwdyoZZ9xDJQL1HYRHFEkS0= | ||
| github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4= | ||
| github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0= | ||
| github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM= | ||
| github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4= | ||
| github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME= | ||
| github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI= | ||
| github.com/stretchr/testify v1.8.4 h1:CcVxjf3Q8PM0mHUKJCdn+eZZtm5yQwehR5yeSVQQcUk= | ||
| github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo= | ||
| github.com/viant/afs v1.25.0 h1:5N/gGht4clZck42MBcCkzWTmENfG1xGnoMJ4sfXTrhI= | ||
| github.com/viant/afs v1.25.0/go.mod h1:bo/jkTH8sBUhG0PQcPsuskvjb/5uEzgiwygGwtaDw8Q= | ||
| github.com/viant/afsc v1.9.0 h1:sIr5a4CPkqUBtC40kVs4do33yd8uEV/mbSGEN9RYx5E= | ||
| github.com/viant/afsc v1.9.0/go.mod h1:FA/xVjaMM10qGByabP8anTVMH6N4eUsAeWm5xcEZJJA= | ||
| github.com/viant/toolbox v0.34.5 h1:szWNPiGHjo8Dd4v2a59saEhG31DRL2Xf3aJ0ZtTSuqc= | ||
| github.com/viant/toolbox v0.34.5/go.mod h1:OxMCG57V0PXuIP2HNQrtJf2CjqdmbrOx5EkMILuUhzM= | ||
| github.com/yalue/onnxruntime_go v1.7.0 h1:E5Lo6U7PSZo6Gucc+I+dGZuPftFKhdFcE5kSw+GnmMc= | ||
| github.com/yalue/onnxruntime_go v1.7.0/go.mod h1:b4X26A8pekNb1ACJ58wAXgNKeUCGEAQ9dmACut9Sm/4= | ||
| go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0= | ||
| go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo= | ||
| go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.47.0 h1:UNQQKPfTDe1J81ViolILjTKPr9WetKW6uei2hFgJmFs= | ||
| go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.47.0/go.mod h1:r9vWsPS/3AQItv3OSlEJ/E4mbrhUbbw18meOjArPtKQ= | ||
| go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.47.0 h1:sv9kVfal0MK0wBMCOGr+HeJm9v803BkJxGrk2au7j08= | ||
| go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.47.0/go.mod h1:SK2UL73Zy1quvRPonmOmRDiWk1KBV3LyIeeIxcEApWw= | ||
| go.opentelemetry.io/otel v1.22.0 h1:xS7Ku+7yTFvDfDraDIJVpw7XPyuHlB9MCiqqX5mcJ6Y= | ||
| go.opentelemetry.io/otel v1.22.0/go.mod h1:eoV4iAi3Ea8LkAEI9+GFT44O6T/D0GWAVFyZVCC6pMI= | ||
| go.opentelemetry.io/otel/metric v1.22.0 h1:lypMQnGyJYeuYPhOM/bgjbFM6WE44W1/T45er4d8Hhg= | ||
| go.opentelemetry.io/otel/metric v1.22.0/go.mod h1:evJGjVpZv0mQ5QBRJoBF64yMuOf4xCWdXjK8pzFvliY= | ||
| go.opentelemetry.io/otel/trace v1.22.0 h1:Hg6pPujv0XG9QaVbGOBVHunyuLcCC3jN7WEhPx83XD0= | ||
| go.opentelemetry.io/otel/trace v1.22.0/go.mod h1:RbbHXVqKES9QhzZq/fE5UnOSILqRt40a21sPw2He1xo= | ||
| golang.org/x/crypto v0.18.0 h1:PGVlW0xEltQnzFZ55hkuX5+KLyrMYhHld1YHO4AKcdc= | ||
| golang.org/x/crypto v0.18.0/go.mod h1:R0j02AL6hcrfOiy9T4ZYp/rcWeMxM3L6QYxlOuEG1mg= | ||
| golang.org/x/net v0.20.0 h1:aCL9BSgETF1k+blQaYUBx9hJ9LOGP3gAVemcZlf1Kpo= | ||
| golang.org/x/net v0.20.0/go.mod h1:z8BVo6PvndSri0LbOE3hAn0apkU+1YvI6E70E9jsnvY= | ||
| golang.org/x/oauth2 v0.16.0 h1:aDkGMBSYxElaoP81NpoUoz2oo2R2wHdZpGToUxfyQrQ= | ||
| golang.org/x/oauth2 v0.16.0/go.mod h1:hqZ+0LWXsiVoZpeld6jVt06P3adbS2Uu911W1SsJv2o= | ||
| golang.org/x/sync v0.6.0 h1:5BMeUDZ7vkXGfEr1x9B4bRcTH4lpkTkpdh0T/J+qjbQ= | ||
| golang.org/x/sync v0.6.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk= | ||
| golang.org/x/sys v0.16.0 h1:xWw16ngr6ZMtmxDyKyIgsE93KNKz5HKmMa3b8ALHidU= | ||
| golang.org/x/sys v0.16.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= | ||
| golang.org/x/term v0.16.0 h1:m+B6fahuftsE9qjo0VWp2FW0mB3MTJvR0BaMQrq0pmE= | ||
| golang.org/x/term v0.16.0/go.mod h1:yn7UURbUtPyrVJPGPq404EukNFxcm/foM+bV/bfcDsY= | ||
| golang.org/x/text v0.14.0 h1:ScX5w1eTa3QqT8oi6+ziP7dTV1S2+ALU0bI+0zXKWiQ= | ||
| golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU= | ||
| golang.org/x/time v0.5.0 h1:o7cqy6amK/52YcAKIPlM3a+Fpj35zvRj2TP+e1xFSfk= | ||
| golang.org/x/time v0.5.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM= | ||
| google.golang.org/api v0.161.0 h1:oYzk/bs26WN10AV7iU7MVJVXBH8oCPS2hHyBiEeFoSU= | ||
| google.golang.org/api v0.161.0/go.mod h1:0mu0TpK33qnydLvWqbImq2b1eQ5FHRSDCBzAxX9ZHyw= | ||
| google.golang.org/appengine v1.6.8 h1:IhEN5q69dyKagZPYMSdIjS2HqprW324FRQZJcGqPAsM= | ||
| google.golang.org/appengine v1.6.8/go.mod h1:1jJ3jBArFh5pcgW8gCtRJnepW8FzD1V44FJffLiz/Ds= | ||
| google.golang.org/genproto v0.0.0-20240116215550-a9fa1716bcac h1:ZL/Teoy/ZGnzyrqK/Optxxp2pmVh+fmJ97slxSRyzUg= | ||
| google.golang.org/genproto v0.0.0-20240116215550-a9fa1716bcac/go.mod h1:+Rvu7ElI+aLzyDQhpHMFMMltsD6m7nqpuWDd2CwJw3k= | ||
| google.golang.org/genproto/googleapis/api v0.0.0-20240122161410-6c6643bf1457 h1:KHBtwE+eQc3+NxpjmRFlQ3pJQ2FNnhhgB9xOV8kyBuU= | ||
| google.golang.org/genproto/googleapis/api v0.0.0-20240122161410-6c6643bf1457/go.mod h1:4jWUdICTdgc3Ibxmr8nAJiiLHwQBY0UI0XZcEMaFKaA= | ||
| google.golang.org/genproto/googleapis/rpc v0.0.0-20240116215550-a9fa1716bcac h1:nUQEQmH/csSvFECKYRv6HWEyypysidKl2I6Qpsglq/0= | ||
| google.golang.org/genproto/googleapis/rpc v0.0.0-20240116215550-a9fa1716bcac/go.mod h1:daQN87bsDqDoe316QbbvX60nMoJQa4r6Ds0ZuoAe5yA= | ||
| google.golang.org/grpc v1.60.1 h1:26+wFr+cNqSGFcOXcabYC0lUVJVRa2Sb2ortSK7VrEU= | ||
| google.golang.org/grpc v1.60.1/go.mod h1:OlCHIeLYqSSsLi6i49B5QGdzaMZK9+M7LXN2FKz4eGM= | ||
| google.golang.org/protobuf v1.32.0 h1:pPC6BG5ex8PDFnkbrGU3EixyhKcQ2aDuBS36lqK/C7I= | ||
| google.golang.org/protobuf v1.32.0/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos= | ||
| gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= | ||
| gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127 h1:qIbj1fsPNlZgppZ+VLlY7N33q108Sa+fhmuc+sWQYwY= | ||
| gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= | ||
| gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= | ||
| gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY= | ||
| gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ= | ||
| gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= | ||
| gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= |
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