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<section id="smallpond-execution-task-rangepartitiontask">
|
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<h1>smallpond.execution.task.RangePartitionTask<a class="headerlink" href="#smallpond-execution-task-rangepartitiontask" title="Permalink to this heading">#</a></h1>
|
||
<dl class="py class">
|
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<dt class="sig sig-object py" id="smallpond.execution.task.RangePartitionTask">
|
||
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">smallpond.execution.task.</span></span><span class="sig-name descname"><span class="pre">RangePartitionTask</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ctx</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="smallpond.execution.task.RuntimeContext.html#smallpond.execution.task.RuntimeContext" title="smallpond.execution.task.RuntimeContext"><span class="pre">RuntimeContext</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_deps</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="smallpond.execution.task.Task.html#smallpond.execution.task.Task" title="smallpond.execution.task.Task"><span class="pre">Task</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">partition_infos</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="smallpond.execution.task.PartitionInfo.html#smallpond.execution.task.PartitionInfo" title="smallpond.execution.task.PartitionInfo"><span class="pre">PartitionInfo</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#smallpond.execution.task.RangePartitionTask" title="Permalink to this definition">#</a></dt>
|
||
<dd><dl class="py method">
|
||
<dt class="sig sig-object py" id="smallpond.execution.task.RangePartitionTask.__init__">
|
||
<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ctx</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="smallpond.execution.task.RuntimeContext.html#smallpond.execution.task.RuntimeContext" title="smallpond.execution.task.RuntimeContext"><span class="pre">RuntimeContext</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_deps</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="smallpond.execution.task.Task.html#smallpond.execution.task.Task" title="smallpond.execution.task.Task"><span class="pre">Task</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">partition_infos</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="smallpond.execution.task.PartitionInfo.html#smallpond.execution.task.PartitionInfo" title="smallpond.execution.task.PartitionInfo"><span class="pre">PartitionInfo</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#smallpond.execution.task.RangePartitionTask.__init__" title="Permalink to this definition">#</a></dt>
|
||
<dd></dd></dl>
|
||
|
||
<p class="rubric">Methods</p>
|
||
<table class="autosummary longtable table autosummary">
|
||
<tbody>
|
||
<tr class="row-odd"><td><p><a class="reference internal" href="#smallpond.execution.task.RangePartitionTask.__init__" title="smallpond.execution.task.RangePartitionTask.__init__"><code class="xref py py-obj docutils literal notranslate"><span class="pre">__init__</span></code></a>(ctx, input_deps, partition_infos)</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">add_elapsed_time</span></code>([metric_name])</p></td>
|
||
<td><p>Start or stop the timer.</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">adjust_row_group_size</span></code>(nbytes, num_rows[, ...])</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">clean_complex_attrs</span></code>()</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">clean_output</span></code>([force])</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">cleanup</span></code>()</p></td>
|
||
<td><p>Called after run() even if there is an exception.</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">compute_avg_row_size</span></code>(nbytes, num_rows)</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">dump</span></code>()</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">exec</span></code>([cq])</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">finalize</span></code>()</p></td>
|
||
<td><p>Called after run() to finalize the processing.</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">get_partition_info</span></code>(dimension)</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">initialize</span></code>()</p></td>
|
||
<td><p>Called before run() to prepare for running the task.</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">inject_fault</span></code>()</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">merge_metrics</span></code>(metrics)</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">oom</span></code>([nonzero_exitcode_as_oom])</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">parquet_kv_metadata_bytes</span></code>([extra_partitions])</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">parquet_kv_metadata_str</span></code>([extra_partitions])</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">random_float</span></code>()</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">random_uint32</span></code>()</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">run</span></code>()</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">run_on_ray</span></code>()</p></td>
|
||
<td><p>Run the task on Ray.</p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">set_memory_limit</span></code>(soft_limit, hard_limit)</p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
<p class="rubric">Attributes</p>
|
||
<table class="autosummary longtable table autosummary">
|
||
<tbody>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">ctx</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">node_id</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">sched_epoch</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_name</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_root</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">dataset</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_deps</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_deps</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">perf_metrics</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">perf_profile</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">runtime_state</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_datasets</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">allow_speculative_exec</span></code></p></td>
|
||
<td><p>Whether the task is allowed to be executed by speculative execution.</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">any_input_empty</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">cpu_limit</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">default_output_name</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">elapsed_time</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">exception</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">exec_cq</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">exec_id</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">exec_on_scheduler</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">fail_count</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">final_output_abspath</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">finish_time</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">gpu_limit</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">key</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">local_gpu</span></code></p></td>
|
||
<td><p>Return the first GPU granted to this task.</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">local_gpu_ranks</span></code></p></td>
|
||
<td><p>Return all GPU ranks granted to this task.</p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">local_rank</span></code></p></td>
|
||
<td><p>Return the first GPU rank granted to this task.</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">location</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">memory_limit</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">numa_node</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy_random_gen</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_dirname</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_filename</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">partition_dims</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">partition_infos</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">partition_infos_as_dict</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">python_random_gen</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">random_seed_bytes</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">ray_dataset_path</span></code></p></td>
|
||
<td><p>The path of a pickle file that contains the output dataset of the task.</p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">ray_marker_path</span></code></p></td>
|
||
<td><p>The path of an empty file that is used to determine if the task has been started.</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">retry_count</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">runtime_id</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">runtime_output_abspath</span></code></p></td>
|
||
<td><p>Output data will be produced in this directory at runtime.</p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">self_contained_output</span></code></p></td>
|
||
<td><p>Whether the output of this node is not dependent on any input nodes.</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">skip_when_any_input_empty</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">staging_root</span></code></p></td>
|
||
<td><p>If the task has a special output directory, its runtime output directory will be under it.</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">start_time</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">status</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">temp_abspath</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">temp_output</span></code></p></td>
|
||
<td><p>Whether the output of this node is stored in a temporary directory.</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">uniform_failure_prob</span></code></p></td>
|
||
<td><p></p></td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
</dd></dl>
|
||
|
||
</section>
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