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@casperdcl
casperdcl committed Dec 1, 2022
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Showing 1 changed file with 71 additions and 69 deletions.
140 changes: 71 additions & 69 deletions src/components/pages/Home/UseCasesSection/index.tsx
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Expand Up @@ -109,6 +109,7 @@ const UseCasesSection: React.ForwardRefRenderFunction<HTMLElement> = () => (
<div> <span>pip install -r requirements.txt</span></div>
<div> <span>python train.py # generate plot.png</span></div>
</Tooltip>
<div><span> </span></div>
<Tooltip type="reports">
<div> <span># Create CML report</span></div>
<div> <span>cat metrics.txt &gt;&gt; report.md</span></div>
Expand All @@ -131,19 +132,20 @@ const UseCasesSection: React.ForwardRefRenderFunction<HTMLElement> = () => (
<Code filename="bitbucket-pipelines.yml" repo="https://bitbucket.org/iterative-ai/cml-base-case">
<div><span>image: iterativeai/cml:0-dvc2-base1</span></div>
<div><span>pipelines:</span></div>
<div><span> default:</span></div>
<div><span> - step:</span></div>
<div><span> name: Train model</span></div>
<div><span> script: </span></div>
<div> <span>default:</span></div>
<div> <span>- step:</span></div>
<div> <span>name: Train and Report</span></div>
<div> <span>script: </span></div>
<Tooltip type="dependencies">
<div><span> - pip install -r requirements.txt</span></div>
<div><span> - python train.py # generate plot.png</span></div>
<div> <span>- pip install -r requirements.txt</span></div>
<div> <span>- python train.py # generate plot.png</span></div>
</Tooltip>
<div><span> </span></div>
<Tooltip type="reports">
<div><span> # Create CML report</span></div>
<div><span> - cat metrics.txt &gt;&gt; report.md</span></div>
<div><span> - echo &#x27;![](./plot.png &quot;Confusion Matrix&quot;)&#x27; &gt;&gt; report.md</span></div>
<div><span> - cml comment create report.md</span></div>
<div> <span># Create CML report</span></div>
<div> <span>- cat metrics.txt &gt;&gt; report.md</span></div>
<div> <span>- echo &#x27;![](./plot.png &quot;Confusion Matrix&quot;)&#x27; &gt;&gt; report.md</span></div>
<div> <span>- cml comment create report.md</span></div>
</Tooltip>
</Code>
<ExampleBox title="CML Report">
Expand Down Expand Up @@ -254,30 +256,32 @@ const UseCasesSection: React.ForwardRefRenderFunction<HTMLElement> = () => (
<Code filename="bitbucket-pipelines.yml" repo="https://bitbucket.org/iterative-ai/cml-dvc-case">
<div><span>image: iterativeai/cml:0-dvc2-base1</span></div>
<div><span>pipelines:</span></div>
<div><span> default:</span></div>
<div><span> - step:</span></div>
<div><span> name: Train model</span></div>
<div><span> script: </span></div>
<div> <span>default:</span></div>
<div> <span>- step:</span></div>
<div> <span>name: Train model</span></div>
<div> <span>script: </span></div>
<Tooltip type="dvc">
<div><span> - dvc pull data</span></div>
<div> <span>- dvc pull data</span></div>
</Tooltip>
<div><span> </span></div>
<Tooltip type="dependencies">
<div><span> - pip install -r requirements.txt</span></div>
<div><span> - dvc repro</span></div>
<div> <span>- pip install -r requirements.txt</span></div>
<div> <span>- dvc repro</span></div>
</Tooltip>
<div><span> </span></div>
<div> <span>- step:</span></div>
<div> <span>name: Create CML report</span></div>
<div> <span>script: </span></div>
<Tooltip type="reports">
<div><span> # Compare metrics to main</span></div>
<div><span> - git fetch --depth=1 origin main:main</span></div>
<div><span> - dvc metrics diff --show-md main &gt;&gt; report.md</span></div>
<div><span> # Plot training loss function diff</span></div>
<div><span> - dvc plots diff </span></div>
<div><span> --target loss.csv --show-vega main &gt; vega.json</span></div>
<div><span> - vl2png vega.json &gt; plot.png</span></div>
<div><span> - echo &#x27;![](./plot.png &quot;Training Loss&quot;)&#x27; &gt;&gt; report.md</span></div>
<div><span> # Post CML report as a comment in GitLab</span></div>
<div><span> - cml comment create report.md</span></div>
<div> <span># Compare metrics to main</span></div>
<div> <span>- git fetch --depth=1 origin main:main</span></div>
<div> <span>- dvc metrics diff --show-md main &gt;&gt; report.md</span></div>
<div> <span># Plot training loss function diff</span></div>
<div> <span>- dvc plots diff </span></div>
<div> <span>--target loss.csv --show-vega main &gt; vega.json</span></div>
<div> <span>- vl2png vega.json &gt; plot.png</span></div>
<div> <span>- echo &#x27;![](./plot.png &quot;Training Loss&quot;)&#x27; &gt;&gt; report.md</span></div>
<div> <span># Post CML report as a comment in Bitbucket</span></div>
<div> <span>- cml comment create report.md</span></div>
</Tooltip>
</Code>
<ExampleBox title="CML Report">
Expand Down Expand Up @@ -334,7 +338,7 @@ const UseCasesSection: React.ForwardRefRenderFunction<HTMLElement> = () => (
<div> <span>container: docker://ghcr.io/iterative/cml:0-dvc2-base1</span></div>
<div> <span>steps:</span></div>
<div> <span>- uses: actions/checkout@v3</span></div>
<div> <span>- name: Train model</span></div>
<div> <span>- name: Train and Report</span></div>
<div> <span>env:</span></div>
<div> <span>REPO_TOKEN: {"${{ secrets.GITHUB_TOKEN }}"}</span></div>
<Tooltip type="tensorboard">
Expand Down Expand Up @@ -366,23 +370,23 @@ const UseCasesSection: React.ForwardRefRenderFunction<HTMLElement> = () => (
<Code filename="bitbucket-pipelines.yml" repo="https://bitbucket.org/iterative-ai/cml-tensorboard-case">
<div><span>image: iterativeai/cml:0-dvc2-base1</span></div>
<div><span>pipelines:</span></div>
<div><span> default:</span></div>
<div><span> - step:</span></div>
<div><span> name: Train model</span></div>
<div><span> script: </span></div>
<div> <span>default:</span></div>
<div> <span>- step:</span></div>
<div> <span>name: Train and Report</span></div>
<div> <span>script: </span></div>
<div> <span>- pip install -r requirements.txt</span></div>
<Tooltip type="tensorboard">
<div><span> - pip install -r requirements.txt</span></div>
<div><span> - cml tensorboard connect</span></div>
<div><span> --logdir=./logs</span></div>
<div><span> --name=&quot;Go to tensorboard&quot;</span></div>
<div><span> --md &gt;&gt; report.md</span></div>
<div> <span>- cml tensorboard connect</span></div>
<div> <span>--logdir=./logs</span></div>
<div> <span>--name=&quot;Go to tensorboard&quot;</span></div>
<div> <span>--md &gt;&gt; report.md</span></div>
</Tooltip>
<Tooltip type="reports">
<div><span> - cml comment create report.md</span></div>
<div> <span>- cml comment create report.md</span></div>
</Tooltip>
<div><span> </span></div>
<Tooltip type="dependencies">
<div><span> - python train.py # generate ./logs</span></div>
<div> <span>- python train.py # generate ./logs</span></div>
</Tooltip>
</Code>
<ExampleBox title="CML Report">
Expand Down Expand Up @@ -472,7 +476,7 @@ const UseCasesSection: React.ForwardRefRenderFunction<HTMLElement> = () => (
<div> <span>- uses: actions/checkout@v3</span></div>
<div> <span>with:</span></div>
<div> <span>ref: {"${{ github.event.pull_request.head.sha }}"}</span></div>
<div> <span>- name: Train model</span></div>
<div> <span>- name: Train and Report</span></div>
<div> <span>run: |</span></div>
<Tooltip type="dependencies">
<div> <span>pip install -r requirements.txt</span></div>
Expand All @@ -497,42 +501,40 @@ const UseCasesSection: React.ForwardRefRenderFunction<HTMLElement> = () => (
)}
bitbucket={(
<Collapser>
<Code filename="bitbucket-pipelines.yml" repo="https://bitbucket.org/iterative-ai/cml-cloud-case">
<Code filename="bitbucket-pipelines.yml" repo="https://bitbucket.org/iterative-ai/cml-runner-example">
<div><span>pipelines:</span></div>
<div><span> default:</span></div>
<div><span> - step:</span></div>
<div><span> name: deploy-runner</span></div>
<div><span> image: iterativeai/cml:0-dvc2-base1</span></div>
<div><span> script:</span></div>
<div><span> - |</span></div>
<div> <span>default:</span></div>
<div> <span>- step:</span></div>
<div> <span>name: Launch Runner</span></div>
<div> <span>image: iterativeai/cml:0-dvc2-base1</span></div>
<div> <span>script:</span></div>
<div> <span># Supports AWS, Azure, GCP, K8s</span></div>
<Tooltip type="runner">
<div><span> cml runner \</span></div>
<div><span> --cloud=aws \</span></div>
<div><span> --cloud-region=us-west \</span></div>
<div><span> --cloud-type=m5.2xlarge \</span></div>
<div><span> --cloud-spot \</span></div>
<div><span> --labels=cml.runner</span></div>
</Tooltip>
<div><span> - step:</span></div>
<div><span> name: run</span></div>
<Tooltip type="runner">
<div><span> runs-on: [self.hosted, cml.runner]</span></div>
</Tooltip>
<div><span> image: iterativeai/cml:0-dvc2-base1</span></div>
<div><span> script:</span></div>
<div> <span>- cml runner launch</span></div>
<div> <span>--cloud=aws</span></div>
<div> <span>--cloud-region=us-west</span></div>
<div> <span>--cloud-type=m5.2xlarge</span></div>
<div> <span>--cloud-spot</span></div>
<div> <span>--labels=cml.runner</span></div>
<div> <span>- step:</span></div>
<div> <span>runs-on: [self.hosted, cml.runner]</span></div>
</Tooltip>
<div> <span>name: Train and Report</span></div>
<div> <span>image: iterativeai/cml:0-dvc2-base1</span></div>
<div> <span>script:</span></div>
<Tooltip type="dependencies">
<div><span> - pip install -r requirements.txt</span></div>
<div><span> - python train.py # generate plot.png</span></div>
<div> <span>- pip install -r requirements.txt</span></div>
<div> <span>- python train.py # generate plot.png</span></div>
</Tooltip>
<Tooltip type="reports">
<div><span> - echo &quot;## Report from your EC2 instance&quot; &gt;&gt; report.md</span></div>
<div><span> - cat metrics.txt &gt;&gt; report.md</span></div>
<div><span> - echo &#x27;![](./plot.png &quot;Confusion Matrix&quot;)&#x27; &gt;&gt; report.md</span></div>
<div><span> - cml comment create report.md</span></div>
<div> <span>- echo &quot;## Report from your EC2 instance&quot; &gt;&gt; report.md</span></div>
<div> <span>- cat metrics.txt &gt;&gt; report.md</span></div>
<div> <span>- echo &#x27;![](./plot.png &quot;Confusion Matrix&quot;)&#x27; &gt;&gt; report.md</span></div>
<div> <span>- cml comment create report.md</span></div>
</Tooltip>
</Code>
<ExampleBox title="CML Report">
<a target="_blank" rel="noreferrer" href="https://bitbucket.org/iterative-ai/cml-cloud-case/pull-requests/1">
<a target="_blank" rel="noreferrer" href="https://bitbucket.org/iterative-ai/cml-runner-example/pull-requests/1">
<Image src="/img/bitbucket/cml-runner-report.png" alt="Bitbucket Cloud report example" />
</a>
</ExampleBox>
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