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Add hyperlinks and paths validation. (#132)
Signed-off-by: ZePan110 <[email protected]> Signed-off-by: aasavari <[email protected]>
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| Original file line number | Diff line number | Diff line change |
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| # Copyright (C) 2024 Intel Corporation | ||
| # SPDX-License-Identifier: Apache-2.0 | ||
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| name: Check Paths and Hyperlinks | ||
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| on: | ||
| pull_request: | ||
| branches: [main] | ||
| types: [opened, reopened, ready_for_review, synchronize] | ||
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| jobs: | ||
| check-the-validity-of-hyperlinks-in-README: | ||
| runs-on: ubuntu-latest | ||
| steps: | ||
| - name: Clean Up Working Directory | ||
| run: sudo rm -rf ${{github.workspace}}/* | ||
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| - name: Checkout Repo GenAIEval | ||
| uses: actions/checkout@v4 | ||
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| - name: Check the Validity of Hyperlinks | ||
| run: | | ||
| cd ${{github.workspace}} | ||
| fail="FALSE" | ||
| url_lines=$(grep -Eo '\]\(http[s]?://[^)]+\)' --include='*.md' -r .|grep -Ev 'GenAIEval/blob/main') | ||
| if [ -n "$url_lines" ]; then | ||
| for url_line in $url_lines; do | ||
| url=$(echo "$url_line"|cut -d '(' -f2 | cut -d ')' -f1|sed 's/\.git$//') | ||
| path=$(echo "$url_line"|cut -d':' -f1 | cut -d'/' -f2-) | ||
| response=$(curl -L -s -o /dev/null -w "%{http_code}" "$url") | ||
| if [ "$response" -ne 200 ]; then | ||
| echo "**********Validation failed, try again**********" | ||
| response_retry=$(curl -s -o /dev/null -w "%{http_code}" "$url") | ||
| if [ "$response_retry" -eq 200 ]; then | ||
| echo "*****Retry successfully*****" | ||
| else | ||
| echo "Invalid link from ${{github.workspace}}/$path: $url" | ||
| fail="TRUE" | ||
| fi | ||
| fi | ||
| done | ||
| fi | ||
| if [[ "$fail" == "TRUE" ]]; then | ||
| exit 1 | ||
| else | ||
| echo "All hyperlinks are valid." | ||
| fi | ||
| shell: bash | ||
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| check-the-validity-of-relative-path: | ||
| runs-on: ubuntu-latest | ||
| steps: | ||
| - name: Clean up Working Directory | ||
| run: sudo rm -rf ${{github.workspace}}/* | ||
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| - name: Checkout Repo GenAIEval | ||
| uses: actions/checkout@v4 | ||
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| - name: Checking Relative Path Validity | ||
| run: | | ||
| cd ${{github.workspace}} | ||
| fail="FALSE" | ||
| repo_name=${{ github.event.pull_request.head.repo.full_name }} | ||
| if [ "$(echo "$repo_name"|cut -d'/' -f1)" != "opea-project" ]; then | ||
| owner=$(echo "${{ github.event.pull_request.head.repo.full_name }}" |cut -d'/' -f1) | ||
| branch="https://github.com/$owner/GenAIEval/tree/${{ github.event.pull_request.head.ref }}" | ||
| else | ||
| branch="https://github.com/opea-project/GenAIEval/blob/${{ github.event.pull_request.head.ref }}" | ||
| fi | ||
| link_head="https://github.com/opea-project/GenAIEval/blob/main" | ||
| png_lines=$(grep -Eo '\]\([^)]+\)' --include='*.md' -r .|grep -Ev 'http') | ||
| if [ -n "$png_lines" ]; then | ||
| for png_line in $png_lines; do | ||
| refer_path=$(echo "$png_line"|cut -d':' -f1 | cut -d'/' -f2-) | ||
| png_path=$(echo "$png_line"|cut -d '(' -f2 | cut -d ')' -f1) | ||
| if [[ "${png_path:0:1}" == "/" ]]; then | ||
| check_path=${{github.workspace}}$png_path | ||
| elif [[ "${png_path:0:1}" == "#" ]]; then | ||
| check_path=${{github.workspace}}/$refer_path$png_path | ||
| else | ||
| check_path=${{github.workspace}}/$(dirname "$refer_path")/$png_path | ||
| fi | ||
| real_path=$(realpath $check_path) | ||
| if [ $? -ne 0 ]; then | ||
| echo "Path $png_path in file ${{github.workspace}}/$refer_path does not exist" | ||
| fail="TRUE" | ||
| else | ||
| url=$link_head$(echo "$real_path" | sed 's|.*/GenAIEval||') | ||
| response=$(curl -I -L -s -o /dev/null -w "%{http_code}" "$url") | ||
| if [ "$response" -ne 200 ]; then | ||
| echo "**********Validation failed, try again**********" | ||
| response_retry=$(curl -s -o /dev/null -w "%{http_code}" "$url") | ||
| if [ "$response_retry" -eq 200 ]; then | ||
| echo "*****Retry successfully*****" | ||
| else | ||
| echo "Retry failed. Check branch ${{ github.event.pull_request.head.ref }}" | ||
| url_dev=$branch$(echo "$real_path" | sed 's|.*/GenAIEval||') | ||
| response=$(curl -I -L -s -o /dev/null -w "%{http_code}" "$url_dev") | ||
| if [ "$response" -ne 200 ]; then | ||
| echo "**********Validation failed, try again**********" | ||
| response_retry=$(curl -s -o /dev/null -w "%{http_code}" "$url_dev") | ||
| if [ "$response_retry" -eq 200 ]; then | ||
| echo "*****Retry successfully*****" | ||
| else | ||
| echo "Invalid path from ${{github.workspace}}/$refer_path: $png_path" | ||
| fail="TRUE" | ||
| fi | ||
| else | ||
| echo "Check branch ${{ github.event.pull_request.head.ref }} successfully." | ||
| fi | ||
| fi | ||
| fi | ||
| fi | ||
| done | ||
| fi | ||
| if [[ "$fail" == "TRUE" ]]; then | ||
| exit 1 | ||
| else | ||
| echo "All hyperlinks are valid." | ||
| fi | ||
| shell: bash |
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| Original file line number | Diff line number | Diff line change |
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| # AudioQnA accuracy Evaluation | ||
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| ## Dataset | ||
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| We evaluate the ASR accuracy on the test set of librispeech [dataset](https://huggingface.co/datasets/andreagasparini/librispeech_test_only), which contains 2620 records of audio and texts. | ||
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| ## Metrics | ||
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| We evaluate the WER (Word Error Rate) metric of the ASR microservice. | ||
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| ## Evaluation | ||
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| ### Launch ASR microservice | ||
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| Launch the ASR microserice with the following commands. For more details please refer to [doc](https://github.com/opea-project/GenAIComps/tree/main/comps/asr). | ||
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| ```bash | ||
| git clone https://github.com/opea-project/GenAIComps | ||
| cd GenAIComps | ||
| docker build -t opea/whisper:latest --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/asr/whisper/Dockerfile . | ||
| # change the name of model by editing model_name_or_path you want to evaluate | ||
| docker run -p 7066:7066 --ipc=host -e http_proxy=$http_proxy -e https_proxy=$https_proxy opea/whisper:latest --model_name_or_path "openai/whisper-tiny" | ||
| ``` | ||
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| ### Evaluate | ||
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| Install dependencies: | ||
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| ``` | ||
| pip install -r requirements.txt | ||
| ``` | ||
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| Evaluate the performance with the LLM: | ||
| ```py | ||
| # validate the offline model | ||
| # python offline_evaluate.py | ||
| # validate the online asr microservice accuracy | ||
| python online_evaluate.py | ||
| ``` | ||
|
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| ### Performance Result | ||
| Here is the tested result for your reference | ||
| || WER | | ||
| | --- | ---- | | ||
| |whisper-large-v2| 2.87| | ||
| |whisper-large| 2.7 | | ||
| |whisper-medium| 3.45 | |