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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> | |
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