openenv/pr_795/en/_app/immutable/nodes/11.4d86ea8a.js

import{s as wt,n as dt,o as mt}from"../chunks/scheduler.2b22cead.js";import{S as Ct,i as ut,e as J,s,c as a,h as jt,a as U,d as l,b as i,f as ct,g as M,j as c,k as rt,l as It,m as n,n as p,t as o,o as y,p as T}from"../chunks/index.1a0e8013.js";import{C as ht,H as r,E as ft}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.51ee6463.js";import{C as ne}from"../chunks/CodeBlock.9bdd162d.js";function gt(De){let w,ae,se,Me,d,pe,m,oe,C,qe="A Python code execution environment that runs arbitrary Python code and returns results. Perfect for testing code execution infrastructure and demonstrating environment usage patterns.",ye,u,Te,j,Pe="The simplest way to use the Coding environment is through the <code>CodingEnv</code> class. The client is <strong>async by default</strong>:",Je,I,Ue,h,Ke="For <strong>synchronous usage</strong>, use the <code>.sync()</code> wrapper:",ce,f,re,g,Oe="The <code>CodingEnv.from_docker_image()</code> method handles:",we,v,et="<li>Starting the Docker container</li> <li>Waiting for the server to be ready</li> <li>Connecting to the environment</li> <li>Container cleanup when the context manager exits</li>",de,b,me,$,tt="Before using the environment, you need to build the Docker image:",Ce,Z,ue,G,je,k,Ie,x,lt="<strong>CodeAction</strong>: Contains a single field",he,B,nt="<li><code>code</code> (str) - The Python code to execute</li>",fe,R,ge,Q,st="<strong>CodeObservation</strong>: Contains the execution results",ve,V,it="<li><code>stdout</code> (str) - Standard output from code execution</li> <li><code>stderr</code> (str) - Standard error from code execution</li> <li><code>exit_code</code> (int) - Exit code (0 for success, non-zero for errors)</li>",be,N,$e,W,at="<strong>CodeState</strong>: Tracks execution state",Ze,A,Mt="<li><code>episode_id</code> (str) - Unique identifier for the episode</li> <li><code>step_count</code> (int) - Number of steps taken</li> <li><code>last_exit_code</code> (int) - Exit code from the last execution</li>",Ge,S,ke,_,xe,E,pt="If you already have a Coding environment server running, you can connect directly:",Be,F,Re,X,ot="Note: When connecting to an existing server, closing the client will NOT stop the server.",Qe,z,Ve,Y,Ne,H,yt="Install the coding_env package with dev dependencies and run the tests from the repo root:",We,L,Ae,D,Se,q,Tt="Run the complete example that demonstrates the full workflow:",_e,P,Ee,K,Jt="This example shows:",Fe,O,Ut="<li>Creating an environment from a Docker image</li> <li>Resetting and executing code through the environment</li> <li>Automatic cleanup with <code>close()</code></li>",Xe,ee,ze,te,Ye,le,He,ie,Le;return d=new ht({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),m=new r({props:{title:"Coding Environment",local:"coding-environment",headingTag:"h1"}}),u=new r({props:{title:"Quick Start",local:"quick-start",headingTag:"h2"}}),I=new ne({props:{code:"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",highlighted:`<span class="hljs-keyword">import</span> asyncio
<span class="hljs-keyword">from</span> coding_env <span class="hljs-keyword">import</span> CodeAction, CodingEnv

<span class="hljs-keyword">async</span> <span class="hljs-keyword">def</span> <span class="hljs-title function_">main</span>():
    <span class="hljs-comment"># Create environment from Docker image</span>
    client = <span class="hljs-keyword">await</span> CodingEnv.from_docker_image(<span class="hljs-string">&quot;coding-env:latest&quot;</span>)

    <span class="hljs-keyword">async</span> <span class="hljs-keyword">with</span> client:
        <span class="hljs-comment"># Reset</span>
        result = <span class="hljs-keyword">await</span> client.reset()
        <span class="hljs-built_in">print</span>(<span class="hljs-string">f&quot;Reset complete: exit_code=<span class="hljs-subst">{result.observation.exit_code}</span>&quot;</span>)

        <span class="hljs-comment"># Execute Python code</span>
        code_samples = [
            <span class="hljs-string">&quot;print(&#x27;Hello, World!&#x27;)&quot;</span>,
            <span class="hljs-string">&quot;x = 5 + 3\\nprint(f&#x27;Result: {x}&#x27;)&quot;</span>,
            <span class="hljs-string">&quot;import math\\nprint(math.pi)&quot;</span>
        ]

        <span class="hljs-keyword">for</span> code <span class="hljs-keyword">in</span> code_samples:
            result = <span class="hljs-keyword">await</span> client.step(CodeAction(code=code))
            <span class="hljs-built_in">print</span>(<span class="hljs-string">f&quot;Code: <span class="hljs-subst">{code}</span>&quot;</span>)
            <span class="hljs-built_in">print</span>(<span class="hljs-string">f&quot;  → stdout: <span class="hljs-subst">{result.observation.stdout.strip()}</span>&quot;</span>)
            <span class="hljs-built_in">print</span>(<span class="hljs-string">f&quot;  → exit_code: <span class="hljs-subst">{result.observation.exit_code}</span>&quot;</span>)

asyncio.run(main())`,lang:"python",wrap:!1}}),f=new ne({props:{code:"ZnJvbSUyMGNvZGluZ19lbnYlMjBpbXBvcnQlMjBDb2RlQWN0aW9uJTJDJTIwQ29kaW5nRW52JTBBJTBBd2l0aCUyMENvZGluZ0VudihiYXNlX3VybCUzRCUyMmh0dHAlM0ElMkYlMkZsb2NhbGhvc3QlM0E4MDAwJTIyKS5zeW5jKCklMjBhcyUyMGNsaWVudCUzQSUwQSUyMCUyMCUyMCUyMHJlc3VsdCUyMCUzRCUyMGNsaWVudC5yZXNldCgpJTBBJTIwJTIwJTIwJTIwcmVzdWx0JTIwJTNEJTIwY2xpZW50LnN0ZXAoQ29kZUFjdGlvbihjb2RlJTNEJTIycHJpbnQoJ0hlbGxvIScpJTIyKSklMEElMjAlMjAlMjAlMjBwcmludChyZXN1bHQub2JzZXJ2YXRpb24uc3Rkb3V0KQ==",highlighted:`<span class="hljs-keyword">from</span> coding_env <span class="hljs-keyword">import</span> CodeAction, CodingEnv

<span class="hljs-keyword">with</span> CodingEnv(base_url=<span class="hljs-string">&quot;http://localhost:8000&quot;</span>).sync() <span class="hljs-keyword">as</span> client:
    result = client.reset()
    result = client.step(CodeAction(code=<span class="hljs-string">&quot;print(&#x27;Hello!&#x27;)&quot;</span>))
    <span class="hljs-built_in">print</span>(result.observation.stdout)`,lang:"python",wrap:!1}}),b=new r({props:{title:"Building the Docker Image",local:"building-the-docker-image",headingTag:"h2"}}),Z=new ne({props:{code:"JTIzJTIwRnJvbSUyMHByb2plY3QlMjByb290JTBBZG9ja2VyJTIwYnVpbGQlMjAtdCUyMGNvZGluZy1lbnYlM0FsYXRlc3QlMjAtZiUyMGVudnMlMkZjb2RpbmdfZW52JTJGc2VydmVyJTJGRG9ja2VyZmlsZSUyMC4=",highlighted:`<span class="hljs-comment"># From project root</span>
docker build -t coding-env:latest -f envs/coding_env/server/Dockerfile .`,lang:"bash",wrap:!1}}),G=new r({props:{title:"Environment Details",local:"environment-details",headingTag:"h2"}}),k=new r({props:{title:"Action",local:"action",headingTag:"h3"}}),R=new r({props:{title:"Observation",local:"observation",headingTag:"h3"}}),N=new r({props:{title:"State",local:"state",headingTag:"h3"}}),S=new r({props:{title:"Advanced Usage",local:"advanced-usage",headingTag:"h2"}}),_=new r({props:{title:"Connecting to an Existing Server",local:"connecting-to-an-existing-server",headingTag:"h3"}}),F=new ne({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> coding_env <span class="hljs-keyword">import</span> CodeAction, CodingEnv

<span class="hljs-comment"># Async usage</span>
<span class="hljs-keyword">async</span> <span class="hljs-keyword">with</span> CodingEnv(base_url=<span class="hljs-string">&quot;http://localhost:8000&quot;</span>) <span class="hljs-keyword">as</span> client:
    result = <span class="hljs-keyword">await</span> client.reset()
    result = <span class="hljs-keyword">await</span> client.step(CodeAction(code=<span class="hljs-string">&quot;print(&#x27;Hello!&#x27;)&quot;</span>))

<span class="hljs-comment"># Sync usage</span>
<span class="hljs-keyword">with</span> CodingEnv(base_url=<span class="hljs-string">&quot;http://localhost:8000&quot;</span>).sync() <span class="hljs-keyword">as</span> client:
    result = client.reset()
    result = client.step(CodeAction(code=<span class="hljs-string">&quot;print(&#x27;Hello!&#x27;)&quot;</span>))`,lang:"python",wrap:!1}}),z=new r({props:{title:"Development & Testing",local:"development--testing",headingTag:"h2"}}),Y=new r({props:{title:"Running Tests",local:"running-tests",headingTag:"h3"}}),L=new ne({props:{code:"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",highlighted:`<span class="hljs-comment"># Install coding_env with dev dependencies (includes smolagents and pytest)</span>
uv pip install -e <span class="hljs-string">&quot;envs/coding_env[dev]&quot;</span>

<span class="hljs-comment"># Run unit tests (no Docker required)</span>
uv run pytest tests/envs/test_python_codeact_reset.py tests/envs/test_python_codeact_rewards.py -v

<span class="hljs-comment"># Run integration tests (requires Docker image to be built)</span>
docker build -t coding-env:latest -f envs/coding_env/server/Dockerfile .
SKIP_DOCKER_TESTS=0 uv run pytest tests/envs/test_coding_env_integration.py -v`,lang:"bash",wrap:!1}}),D=new r({props:{title:"Running the Full Example",local:"running-the-full-example",headingTag:"h3"}}),P=new ne({props:{code:"cHl0aG9uMyUyMGVudnMlMkZjb2RpbmdfZW52JTJGY2xpZW50JTJGZXhhbXBsZV91c2FnZS5weQ==",highlighted:"python3 envs/coding_env/client/example_usage.py",lang:"bash",wrap:!1}}),ee=new r({props:{title:"Project Structure",local:"project-structure",headingTag:"h2"}}),te=new ne({props:{code:"Y29kaW5nX2VudiUyRiUwQSVFMiU5NCU5QyVFMiU5NCU4MCVFMiU5NCU4MCUyMFJFQURNRS5tZCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMyUyMFRoaXMlMjBmaWxlJTBBJUUyJTk0JTlDJUUyJTk0JTgwJUUyJTk0JTgwJTIwbW9kZWxzLnB5JTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIzJTIwQWN0aW9uJTJDJTIwT2JzZXJ2YXRpb24lMkMlMjBhbmQlMjBTdGF0ZSUyMG1vZGVscyUwQSVFMiU5NCU5QyVFMiU5NCU4MCVFMiU5NCU4MCUyMGNsaWVudCUyRiUwQSVFMiU5NCU4MiUyMCUyMCUyMCVFMiU5NCU5QyVFMiU5NCU4MCVFMiU5NCU4MCUyMGNvZGluZ19lbnZfY2xpZW50LnB5JTIwJTIwJTIzJTIwQ29kaW5nRW52JTIwY2xpZW50JTIwaW1wbGVtZW50YXRpb24lMEElRTIlOTQlODIlMjAlMjAlMjAlRTIlOTQlOTQlRTIlOTQlODAlRTIlOTQlODAlMjBleGFtcGxlX3VzYWdlLnB5JTIwJTIwJTIwJTIwJTIwJTIwJTIzJTIwVXNhZ2UlMjBleGFtcGxlcyUwQSVFMiU5NCU5NCVFMiU5NCU4MCVFMiU5NCU4MCUyMHNlcnZlciUyRiUwQSUyMCUyMCUyMCUyMCVFMiU5NCU5QyVFMiU5NCU4MCVFMiU5NCU4MCUyMHB5dGhvbl9jb2RlYWN0X2Vudi5weSUyMCUyMCUyMyUyMENvcmUlMjBlbnZpcm9ubWVudCUyMGxvZ2ljJTBBJTIwJTIwJTIwJTIwJUUyJTk0JTlDJUUyJTk0JTgwJUUyJTk0JTgwJTIwYXBwLnB5JTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIwJTIzJTIwRmFzdEFQSSUyMGFwcGxpY2F0aW9uJTBBJTIwJTIwJTIwJTIwJUUyJTk0JTlDJUUyJTk0JTgwJUUyJTk0JTgwJTIwdHJhbnNmb3Jtcy5weSUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMyUyME9ic2VydmF0aW9uJTIwdHJhbnNmb3JtcyUwQSUyMCUyMCUyMCUyMCVFMiU5NCU5QyVFMiU5NCU4MCVFMiU5NCU4MCUyMERvY2tlcmZpbGUlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjMlMjBDb250YWluZXIlMjBpbWFnZSUyMGRlZmluaXRpb24lMEElMjAlMjAlMjAlMjAlRTIlOTQlOTQlRTIlOTQlODAlRTIlOTQlODAlMjBSRUFETUUubWQlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjAlMjMlMjBTZXJ2ZXItc3BlY2lmaWMlMjBkb2N1bWVudGF0aW9u",highlighted:`coding_env/
├── README.md              <span class="hljs-meta"># This file</span>
├── models.py              <span class="hljs-meta"># Action, Observation, and State models</span>
├── <span class="hljs-keyword">client</span>/
│   ├── coding_env_client.py  <span class="hljs-meta"># CodingEnv client implementation</span>
│   └── example_usage.py      <span class="hljs-meta"># Usage examples</span>
└── <span class="hljs-keyword">server</span>/
    ├── python_codeact_env.py  <span class="hljs-meta"># Core environment logic</span>
    ├── app.py                 <span class="hljs-meta"># FastAPI application</span>
    ├── transforms.py          <span class="hljs-meta"># Observation transforms</span>
    ├── Dockerfile             <span class="hljs-meta"># Container image definition</span>
    └── README.md              <span class="hljs-meta"># Server-specific documentation</span>`,lang:"",wrap:!1}}),le=new 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