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||
<section id="access-logging">
|
||
<span id="arch-access-logging"></span><h1>Access Logging<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#access-logging"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h1>
|
||
<p>Access logging in Arch refers to the logging of detailed information about each request and response that flows through Arch.
|
||
It provides visibility into the traffic passing through Arch, which is crucial for monitoring, debugging, and analyzing the
|
||
behavior of AI applications and their interactions.</p>
|
||
<section id="key-features">
|
||
<h2>Key Features<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#key-features" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#key-features'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||
<ul class="simple">
|
||
<li><p><strong>Per-Request Logging</strong>:
|
||
Each request that passes through Arch is logged. This includes important metadata such as HTTP method,
|
||
path, response status code, request duration, upstream host, and more.</p></li>
|
||
<li><p><strong>Integration with Monitoring Tools</strong>:
|
||
Access logs can be exported to centralized logging systems (e.g., ELK stack or Fluentd) or used to feed monitoring and alerting systems.</p></li>
|
||
<li><p><strong>Structured Logging</strong>: where each request is logged as a object, making it easier to parse and analyze using tools like Elasticsearch and Kibana.</p></li>
|
||
</ul>
|
||
</section>
|
||
<section id="how-it-works">
|
||
<h2>How It Works<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#how-it-works" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#how-it-works'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||
<p>Arch gateway exposes access logs for every call it manages on your behalf. By default these access logs can be found under <code class="docutils literal notranslate"><span class="pre">~/archgw_logs</span></code>. For example:</p>
|
||
<div class="highlight-console notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="gp">$ </span>tail<span class="w"> </span>-F<span class="w"> </span>~/archgw_logs/access_*.log
|
||
</span><span id="line-2">
|
||
</span><span id="line-3"><span class="go">==> /Users/adilhafeez/archgw_logs/access_llm.log <==</span>
|
||
</span><span id="line-4"><span class="go">[2024-10-10T03:55:49.537Z] "POST /v1/chat/completions HTTP/1.1" 0 DC 0 0 770 - "-" "OpenAI/Python 1.51.0" "469793af-b25f-9b57-b265-f376e8d8c586" "api.openai.com" "162.159.140.245:443"</span>
|
||
</span><span id="line-5">
|
||
</span><span id="line-6"><span class="go">==> /Users/adilhafeez/archgw_logs/access_internal.log <==</span>
|
||
</span><span id="line-7"><span class="go">[2024-10-10T03:56:03.906Z] "POST /embeddings HTTP/1.1" 200 - 52 21797 54 53 "-" "-" "604197fe-2a5b-95a2-9367-1d6b30cfc845" "model_server" "192.168.65.254:51000"</span>
|
||
</span><span id="line-8"><span class="go">[2024-10-10T03:56:03.961Z] "POST /zeroshot HTTP/1.1" 200 - 106 218 87 87 "-" "-" "604197fe-2a5b-95a2-9367-1d6b30cfc845" "model_server" "192.168.65.254:51000"</span>
|
||
</span><span id="line-9"><span class="go">[2024-10-10T03:56:04.050Z] "POST /v1/chat/completions HTTP/1.1" 200 - 1301 614 441 441 "-" "-" "604197fe-2a5b-95a2-9367-1d6b30cfc845" "model_server" "192.168.65.254:51000"</span>
|
||
</span><span id="line-10"><span class="go">[2024-10-10T03:56:04.492Z] "POST /hallucination HTTP/1.1" 200 - 556 127 104 104 "-" "-" "604197fe-2a5b-95a2-9367-1d6b30cfc845" "model_server" "192.168.65.254:51000"</span>
|
||
</span><span id="line-11"><span class="go">[2024-10-10T03:56:04.598Z] "POST /insurance_claim_details HTTP/1.1" 200 - 447 125 17 17 "-" "-" "604197fe-2a5b-95a2-9367-1d6b30cfc845" "api_server" "192.168.65.254:18083"</span>
|
||
</span><span id="line-12">
|
||
</span><span id="line-13"><span class="go">==> /Users/adilhafeez/archgw_logs/access_ingress.log <==</span>
|
||
</span><span id="line-14"><span class="go">[2024-10-10T03:56:03.905Z] "POST /v1/chat/completions HTTP/1.1" 200 - 463 1022 1695 984 "-" "OpenAI/Python 1.51.0" "604197fe-2a5b-95a2-9367-1d6b30cfc845" "arch_llm_listener" "0.0.0.0:12000"</span>
|
||
</span></code></pre></div>
|
||
</div>
|
||
</section>
|
||
<section id="log-format">
|
||
<h2>Log Format<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#log-format" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#log-format'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||
<p>What do these logs mean? Let’s break down the log format:</p>
|
||
<div class="highlight-console notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="go">START_TIME METHOD ORIGINAL-PATH PROTOCOL RESPONSE_CODE RESPONSE_FLAGS</span>
|
||
</span><span id="line-2"><span class="go">BYTES_RECEIVED BYTES_SENT DURATION UPSTREAM-SERVICE-TIME X-FORWARDED-FOR</span>
|
||
</span><span id="line-3"><span class="go">USER-AGENT X-REQUEST-ID AUTHORITY UPSTREAM_HOST</span>
|
||
</span></code></pre></div>
|
||
</div>
|
||
<p>Most of these fields are self-explanatory, but here are a few key fields to note:</p>
|
||
<ul class="simple">
|
||
<li><p>UPSTREAM-SERVICE-TIME: The time taken by the upstream service to process the request.</p></li>
|
||
<li><p>DURATION: The total time taken to process the request.</p></li>
|
||
</ul>
|
||
<p>For example for following request:</p>
|
||
<div class="highlight-console notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="go">[2024-10-10T03:56:03.905Z] "POST /v1/chat/completions HTTP/1.1" 200 - 463 1022 1695 984 "-" "OpenAI/Python 1.51.0" "604197fe-2a5b-95a2-9367-1d6b30cfc845" "arch_llm_listener" "0.0.0.0:12000"</span>
|
||
</span></code></pre></div>
|
||
</div>
|
||
<p>Total duration was 1695ms, and the upstream service took 984ms to process the request. Bytes received and sent were 463 and 1022 respectively.</p>
|
||
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