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| <div class="section" id="module-apache_beam.runners.interactive.interactive_environment"> |
| <span id="apache-beam-runners-interactive-interactive-environment-module"></span><h1>apache_beam.runners.interactive.interactive_environment module<a class="headerlink" href="#module-apache_beam.runners.interactive.interactive_environment" title="Permalink to this headline">¶</a></h1> |
| <p>Module of the current Interactive Beam environment.</p> |
| <p>For internal use only; no backwards-compatibility guarantees. |
| Provides interfaces to interact with existing Interactive Beam environment. |
| External Interactive Beam users please use interactive_beam module in |
| application code or notebook.</p> |
| <dl class="function"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.current_env"> |
| <code class="descclassname">apache_beam.runners.interactive.interactive_environment.</code><code class="descname">current_env</code><span class="sig-paren">(</span><em>cache_manager=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#current_env"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.current_env" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Gets current Interactive Beam environment.</p> |
| </dd></dl> |
| |
| <dl class="function"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.new_env"> |
| <code class="descclassname">apache_beam.runners.interactive.interactive_environment.</code><code class="descname">new_env</code><span class="sig-paren">(</span><em>cache_manager=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#new_env"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.new_env" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Creates a new Interactive Beam environment to replace current one.</p> |
| </dd></dl> |
| |
| <dl class="class"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment"> |
| <em class="property">class </em><code class="descclassname">apache_beam.runners.interactive.interactive_environment.</code><code class="descname">InteractiveEnvironment</code><span class="sig-paren">(</span><em>cache_manager=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="https://docs.python.org/2/library/functions.html#object" title="(in Python v2.7)"><code class="xref py py-class docutils literal"><span class="pre">object</span></code></a></p> |
| <p>An interactive environment with cache and pipeline variable metadata.</p> |
| <p>Interactive Beam will use the watched variable information to determine if a |
| PCollection is assigned to a variable in user pipeline definition. When |
| executing the pipeline, interactivity is applied with implicit cache |
| mechanism for those PCollections if the pipeline is interactive. Users can |
| also visualize and introspect those PCollections in user code since they have |
| handles to the variables.</p> |
| <dl class="attribute"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.is_py_version_ready"> |
| <code class="descname">is_py_version_ready</code><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.is_py_version_ready" title="Permalink to this definition">¶</a></dt> |
| <dd><p>If Python version is above the minimum requirement.</p> |
| </dd></dl> |
| |
| <dl class="attribute"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.is_interactive_ready"> |
| <code class="descname">is_interactive_ready</code><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.is_interactive_ready" title="Permalink to this definition">¶</a></dt> |
| <dd><p>If the [interactive] dependencies are installed.</p> |
| </dd></dl> |
| |
| <dl class="attribute"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.is_in_ipython"> |
| <code class="descname">is_in_ipython</code><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.is_in_ipython" title="Permalink to this definition">¶</a></dt> |
| <dd><p>If the runtime is within an IPython kernel.</p> |
| </dd></dl> |
| |
| <dl class="attribute"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.is_in_notebook"> |
| <code class="descname">is_in_notebook</code><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.is_in_notebook" title="Permalink to this definition">¶</a></dt> |
| <dd><p>If the kernel is connected to a notebook frontend.</p> |
| <p>If not, it could be that the user is using kernel in a terminal or a unit |
| test.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.cleanup"> |
| <code class="descname">cleanup</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.cleanup"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.cleanup" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.watch"> |
| <code class="descname">watch</code><span class="sig-paren">(</span><em>watchable</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.watch"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.watch" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Watches a watchable.</p> |
| <p>A watchable can be a dictionary of variable metadata such as locals(), a str |
| name of a module, a module object or an instance of a class. The variable |
| can come from any scope even local. Duplicated variable naming doesn’t |
| matter since they are different instances. Duplicated variables are also |
| allowed when watching.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.watching"> |
| <code class="descname">watching</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.watching"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.watching" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Analyzes and returns a list of pair lists referring to variable names and |
| values from watched scopes.</p> |
| <p>Each entry in the list represents the variable defined within a watched |
| watchable. Currently, each entry holds a list of pairs. The format might |
| change in the future to hold more metadata. Duplicated pairs are allowed. |
| And multiple paris can have the same variable name as the “first” while |
| having different variable values as the “second” since variables in |
| different scopes can have the same name.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.set_cache_manager"> |
| <code class="descname">set_cache_manager</code><span class="sig-paren">(</span><em>cache_manager</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.set_cache_manager"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.set_cache_manager" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Sets the cache manager held by current Interactive Environment.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.cache_manager"> |
| <code class="descname">cache_manager</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.cache_manager"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.cache_manager" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Gets the cache manager held by current Interactive Environment.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.set_pipeline_result"> |
| <code class="descname">set_pipeline_result</code><span class="sig-paren">(</span><em>pipeline</em>, <em>result</em>, <em>is_main_job</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.set_pipeline_result"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.set_pipeline_result" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Sets the pipeline run result. Adds one if absent. Otherwise, replace.</p> |
| <p>When is_main_job is True, set the result for the main job; otherwise, set |
| the result for the background caching job.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.evict_pipeline_result"> |
| <code class="descname">evict_pipeline_result</code><span class="sig-paren">(</span><em>pipeline</em>, <em>is_main_job=True</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.evict_pipeline_result"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.evict_pipeline_result" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Evicts the tracking of given pipeline run. Noop if absent.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.pipeline_result"> |
| <code class="descname">pipeline_result</code><span class="sig-paren">(</span><em>pipeline</em>, <em>is_main_job=True</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.pipeline_result"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.pipeline_result" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Gets the pipeline run result. None if absent.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.is_terminated"> |
| <code class="descname">is_terminated</code><span class="sig-paren">(</span><em>pipeline</em>, <em>is_main_job=True</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.is_terminated"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.is_terminated" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Queries if the most recent job (by executing the given pipeline) state |
| is in a terminal state. True if absent.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.set_cached_source_signature"> |
| <code class="descname">set_cached_source_signature</code><span class="sig-paren">(</span><em>pipeline</em>, <em>signature</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.set_cached_source_signature"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.set_cached_source_signature" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.get_cached_source_signature"> |
| <code class="descname">get_cached_source_signature</code><span class="sig-paren">(</span><em>pipeline</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.get_cached_source_signature"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.get_cached_source_signature" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.track_user_pipelines"> |
| <code class="descname">track_user_pipelines</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/runners/interactive/interactive_environment.html#InteractiveEnvironment.track_user_pipelines"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.track_user_pipelines" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Record references to all user-defined pipeline instances watched in |
| current environment.</p> |
| <p>Current static global singleton interactive environment holds references to |
| a set of pipeline instances defined by the user in the watched scope. |
| Interactive Beam features could use the references to determine if a given |
| pipeline is defined by user or implicitly created by Beam SDK or runners, |
| then handle them differently.</p> |
| <p>This is invoked every time a PTransform is to be applied if the current |
| code execution is under ipython due to the possibility that any user-defined |
| pipeline can be re-evaluated through notebook cell re-execution at any time.</p> |
| <p>Each time this is invoked, the tracked user pipelines are refreshed to |
| remove any pipeline instances that are no longer in watched scope. For |
| example, after a notebook cell re-execution re-evaluating a pipeline |
| creation, the last pipeline reference created by last evaluation will not be |
| in watched scope anymore.</p> |
| </dd></dl> |
| |
| <dl class="attribute"> |
| <dt id="apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.tracked_user_pipelines"> |
| <code class="descname">tracked_user_pipelines</code><a class="headerlink" href="#apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment.tracked_user_pipelines" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
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