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<h1 id="profiling">Profiling</h1>
<p>Use profiling only after you trust the decomposition output itself. The
<code>profile</code> command is for runtime characterization of a workflow you already
understand, not for selecting methods by scoreboard.</p>
<h2 id="basic-usage">Basic usage</h2>
<pre><code class="language-bash">python -m detime profile \
--method SSA \
--series examples/data/example_series.csv \
--col value \
--param window=24 \
--param rank=6 \
--param primary_period=12 \
--repeat 5 \
--warmup 1 \
--format text
</code></pre>
<p>Published stdout from the current docs build:</p>
<pre><code class="language-text">method=SSA
backend_requested=auto
backend_used=native
speed_mode=exact
repeat=5
warmup=1
...
</code></pre>
<p>Published raw text report:</p>
<ul>
<li><a href="../../assets/generated/tutorials/cli-and-profiling/profile/ssa_profile_text.txt">ssa_profile_text.txt</a></li>
</ul>
<h2 id="save-a-report">Save a report</h2>
<pre><code class="language-bash">python -m detime profile \
--method STD \
--series examples/data/example_series.csv \
--col value \
--param period=12 \
--backend native \
--repeat 10 \
--warmup 2 \
--format text \
--output out/profile/std_native.txt
</code></pre>
<p>Published command stdout:</p>
<pre><code class="language-text">Profile report written to out/profile/std_native.txt
</code></pre>
<p>Published saved report:</p>
<ul>
<li><a href="../../assets/generated/tutorials/cli-and-profiling/profile/std_native.txt">std_native.txt</a></li>
<li><a href="../../assets/generated/tutorials/cli-and-profiling/profile/std_native_stdout.txt">std_native_stdout.txt</a></li>
</ul>
<p>Representative saved report excerpt:</p>
<pre><code class="language-text">method=STD
backend_requested=native
backend_used=native
speed_mode=exact
repeat=10
warmup=2
...
</code></pre>
<h2 id="multivariate-json-profile">Multivariate JSON profile</h2>
<pre><code class="language-bash">python -m detime profile \
--method MSSA \
--series examples/data/example_multivariate.csv \
--cols x0,x1 \
--param window=24 \
--param primary_period=12 \
--repeat 3 \
--format json
</code></pre>
<p>Published JSON output:</p>
<ul>
<li><a href="../../assets/generated/tutorials/cli-and-profiling/profile/mssa_profile.json">mssa_profile.json</a></li>
</ul>
<p>Representative excerpt:</p>
<pre><code class="language-json">{
"method": "MSSA",
"backend_used": "python",
"columns": ["x0", "x1"],
"summary": {
"mean_ms": 11.9110,
"min_ms": 11.6017,
"p95_ms": 12.0886
}
}
</code></pre>
<h2 id="compatibility">Compatibility</h2>
<p>The legacy aliases still work for one deprecation cycle:</p>
<ul>
<li><code>tsdecomp profile</code></li>
<li><code>python -m tsdecomp profile</code></li>
</ul></div>
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