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| <h1>Source code for airflow.providers.apache.pinot.hooks.pinot</h1><div class="highlight"><pre> |
| <span></span><span class="c1">#</span> |
| <span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span> |
| <span class="c1"># or more contributor license agreements. See the NOTICE file</span> |
| <span class="c1"># distributed with this work for additional information</span> |
| <span class="c1"># regarding copyright ownership. The ASF licenses this file</span> |
| <span class="c1"># to you under the Apache License, Version 2.0 (the</span> |
| <span class="c1"># "License"); you may not use this file except in compliance</span> |
| <span class="c1"># with the License. You may obtain a copy of the License at</span> |
| <span class="c1">#</span> |
| <span class="c1"># http://www.apache.org/licenses/LICENSE-2.0</span> |
| <span class="c1">#</span> |
| <span class="c1"># Unless required by applicable law or agreed to in writing,</span> |
| <span class="c1"># software distributed under the License is distributed on an</span> |
| <span class="c1"># "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span> |
| <span class="c1"># KIND, either express or implied. See the License for the</span> |
| <span class="c1"># specific language governing permissions and limitations</span> |
| <span class="c1"># under the License.</span> |
| |
| <span class="kn">import</span> <span class="nn">os</span> |
| <span class="kn">import</span> <span class="nn">subprocess</span> |
| <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Union</span> |
| |
| <span class="kn">from</span> <span class="nn">pinotdb</span> <span class="kn">import</span> <span class="n">connect</span> |
| |
| <span class="kn">from</span> <span class="nn">airflow.exceptions</span> <span class="kn">import</span> <span class="n">AirflowException</span> |
| <span class="kn">from</span> <span class="nn">airflow.hooks.base</span> <span class="kn">import</span> <span class="n">BaseHook</span> |
| <span class="kn">from</span> <span class="nn">airflow.hooks.dbapi</span> <span class="kn">import</span> <span class="n">DbApiHook</span> |
| <span class="kn">from</span> <span class="nn">airflow.models</span> <span class="kn">import</span> <span class="n">Connection</span> |
| |
| |
| <div class="viewcode-block" id="PinotAdminHook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotAdminHook">[docs]</a><span class="k">class</span> <span class="nc">PinotAdminHook</span><span class="p">(</span><span class="n">BaseHook</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> This hook is a wrapper around the pinot-admin.sh script.</span> |
| <span class="sd"> For now, only small subset of its subcommands are implemented,</span> |
| <span class="sd"> which are required to ingest offline data into Apache Pinot</span> |
| <span class="sd"> (i.e., AddSchema, AddTable, CreateSegment, and UploadSegment).</span> |
| <span class="sd"> Their command options are based on Pinot v0.1.0.</span> |
| |
| <span class="sd"> Unfortunately, as of v0.1.0, pinot-admin.sh always exits with</span> |
| <span class="sd"> status code 0. To address this behavior, users can use the</span> |
| <span class="sd"> pinot_admin_system_exit flag. If its value is set to false,</span> |
| <span class="sd"> this hook evaluates the result based on the output message</span> |
| <span class="sd"> instead of the status code. This Pinot's behavior is supposed</span> |
| <span class="sd"> to be improved in the next release, which will include the</span> |
| <span class="sd"> following PR: https://github.com/apache/incubator-pinot/pull/4110</span> |
| |
| <span class="sd"> :param conn_id: The name of the connection to use.</span> |
| <span class="sd"> :type conn_id: str</span> |
| <span class="sd"> :param cmd_path: The filepath to the pinot-admin.sh executable</span> |
| <span class="sd"> :type cmd_path: str</span> |
| <span class="sd"> :param pinot_admin_system_exit: If true, the result is evaluated based on the status code.</span> |
| <span class="sd"> Otherwise, the result is evaluated as a failure if "Error" or</span> |
| <span class="sd"> "Exception" is in the output message.</span> |
| <span class="sd"> :type pinot_admin_system_exit: bool</span> |
| <span class="sd"> """</span> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"pinot_admin_default"</span><span class="p">,</span> |
| <span class="n">cmd_path</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"pinot-admin.sh"</span><span class="p">,</span> |
| <span class="n">pinot_admin_system_exit</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">()</span> |
| <span class="n">conn</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_connection</span><span class="p">(</span><span class="n">conn_id</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">host</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">host</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">port</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">conn</span><span class="o">.</span><span class="n">port</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cmd_path</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"cmd_path"</span><span class="p">,</span> <span class="n">cmd_path</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">pinot_admin_system_exit</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span> |
| <span class="s2">"pinot_admin_system_exit"</span><span class="p">,</span> <span class="n">pinot_admin_system_exit</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">conn</span> <span class="o">=</span> <span class="n">conn</span> |
| |
| <div class="viewcode-block" id="PinotAdminHook.get_conn"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotAdminHook.get_conn">[docs]</a> <span class="k">def</span> <span class="nf">get_conn</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">conn</span></div> |
| |
| <div class="viewcode-block" id="PinotAdminHook.add_schema"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotAdminHook.add_schema">[docs]</a> <span class="k">def</span> <span class="nf">add_schema</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">schema_file</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">with_exec</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Add Pinot schema by run AddSchema command</span> |
| |
| <span class="sd"> :param schema_file: Pinot schema file</span> |
| <span class="sd"> :type schema_file: str</span> |
| <span class="sd"> :param with_exec: bool</span> |
| <span class="sd"> :type with_exec: bool</span> |
| <span class="sd"> """</span> |
| <span class="n">cmd</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"AddSchema"</span><span class="p">]</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-controllerHost"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">host</span><span class="p">]</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-controllerPort"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="p">]</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-schemaFile"</span><span class="p">,</span> <span class="n">schema_file</span><span class="p">]</span> |
| <span class="k">if</span> <span class="n">with_exec</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-exec"</span><span class="p">]</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">run_cli</span><span class="p">(</span><span class="n">cmd</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="PinotAdminHook.add_table"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotAdminHook.add_table">[docs]</a> <span class="k">def</span> <span class="nf">add_table</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">file_path</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">with_exec</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Add Pinot table with run AddTable command</span> |
| |
| <span class="sd"> :param file_path: Pinot table configure file</span> |
| <span class="sd"> :type file_path: str</span> |
| <span class="sd"> :param with_exec: bool</span> |
| <span class="sd"> :type with_exec: bool</span> |
| <span class="sd"> """</span> |
| <span class="n">cmd</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"AddTable"</span><span class="p">]</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-controllerHost"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">host</span><span class="p">]</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-controllerPort"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="p">]</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-filePath"</span><span class="p">,</span> <span class="n">file_path</span><span class="p">]</span> |
| <span class="k">if</span> <span class="n">with_exec</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-exec"</span><span class="p">]</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">run_cli</span><span class="p">(</span><span class="n">cmd</span><span class="p">)</span></div> |
| |
| <span class="c1"># pylint: disable=too-many-arguments</span> |
| <div class="viewcode-block" id="PinotAdminHook.create_segment"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotAdminHook.create_segment">[docs]</a> <span class="k">def</span> <span class="nf">create_segment</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">generator_config_file</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">data_dir</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">segment_format</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">out_dir</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">overwrite</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">table_name</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">segment_name</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">time_column_name</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">schema_file</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">reader_config_file</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">enable_star_tree_index</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">star_tree_index_spec_file</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">hll_size</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">hll_columns</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">hll_suffix</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">num_threads</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">post_creation_verification</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="sd">"""Create Pinot segment by run CreateSegment command"""</span> |
| <span class="n">cmd</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"CreateSegment"</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">generator_config_file</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-generatorConfigFile"</span><span class="p">,</span> <span class="n">generator_config_file</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">data_dir</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-dataDir"</span><span class="p">,</span> <span class="n">data_dir</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">segment_format</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-format"</span><span class="p">,</span> <span class="n">segment_format</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">out_dir</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-outDir"</span><span class="p">,</span> <span class="n">out_dir</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">overwrite</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-overwrite"</span><span class="p">,</span> <span class="n">overwrite</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">table_name</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-tableName"</span><span class="p">,</span> <span class="n">table_name</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">segment_name</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-segmentName"</span><span class="p">,</span> <span class="n">segment_name</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">time_column_name</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-timeColumnName"</span><span class="p">,</span> <span class="n">time_column_name</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">schema_file</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-schemaFile"</span><span class="p">,</span> <span class="n">schema_file</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">reader_config_file</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-readerConfigFile"</span><span class="p">,</span> <span class="n">reader_config_file</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">enable_star_tree_index</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-enableStarTreeIndex"</span><span class="p">,</span> <span class="n">enable_star_tree_index</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">star_tree_index_spec_file</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-starTreeIndexSpecFile"</span><span class="p">,</span> <span class="n">star_tree_index_spec_file</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">hll_size</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-hllSize"</span><span class="p">,</span> <span class="n">hll_size</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">hll_columns</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-hllColumns"</span><span class="p">,</span> <span class="n">hll_columns</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">hll_suffix</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-hllSuffix"</span><span class="p">,</span> <span class="n">hll_suffix</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">num_threads</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-numThreads"</span><span class="p">,</span> <span class="n">num_threads</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">post_creation_verification</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-postCreationVerification"</span><span class="p">,</span> <span class="n">post_creation_verification</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">retry</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-retry"</span><span class="p">,</span> <span class="n">retry</span><span class="p">]</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">run_cli</span><span class="p">(</span><span class="n">cmd</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="PinotAdminHook.upload_segment"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotAdminHook.upload_segment">[docs]</a> <span class="k">def</span> <span class="nf">upload_segment</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">segment_dir</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">table_name</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Upload Segment with run UploadSegment command</span> |
| |
| <span class="sd"> :param segment_dir:</span> |
| <span class="sd"> :param table_name:</span> |
| <span class="sd"> :return:</span> |
| <span class="sd"> """</span> |
| <span class="n">cmd</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"UploadSegment"</span><span class="p">]</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-controllerHost"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">host</span><span class="p">]</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-controllerPort"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="p">]</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-segmentDir"</span><span class="p">,</span> <span class="n">segment_dir</span><span class="p">]</span> |
| <span class="k">if</span> <span class="n">table_name</span><span class="p">:</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="s2">"-tableName"</span><span class="p">,</span> <span class="n">table_name</span><span class="p">]</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">run_cli</span><span class="p">(</span><span class="n">cmd</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="PinotAdminHook.run_cli"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotAdminHook.run_cli">[docs]</a> <span class="k">def</span> <span class="nf">run_cli</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">cmd</span><span class="p">:</span> <span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span> <span class="n">verbose</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span> <span class="o">-></span> <span class="nb">str</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Run command with pinot-admin.sh</span> |
| |
| <span class="sd"> :param cmd: List of command going to be run by pinot-admin.sh script</span> |
| <span class="sd"> :type cmd: list</span> |
| <span class="sd"> :param verbose:</span> |
| <span class="sd"> :type verbose: bool</span> |
| <span class="sd"> """</span> |
| <span class="n">command</span> <span class="o">=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">cmd_path</span><span class="p">]</span> |
| <span class="n">command</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">cmd</span><span class="p">)</span> |
| |
| <span class="n">env</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">pinot_admin_system_exit</span><span class="p">:</span> |
| <span class="n">env</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span> |
| <span class="n">java_opts</span> <span class="o">=</span> <span class="s2">"-Dpinot.admin.system.exit=true "</span> <span class="o">+</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"JAVA_OPTS"</span><span class="p">,</span> <span class="s2">""</span><span class="p">)</span> |
| <span class="n">env</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s2">"JAVA_OPTS"</span><span class="p">:</span> <span class="n">java_opts</span><span class="p">})</span> |
| |
| <span class="k">if</span> <span class="n">verbose</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">" "</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">command</span><span class="p">))</span> |
| |
| <span class="n">sub_process</span> <span class="o">=</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">Popen</span><span class="p">(</span> |
| <span class="n">command</span><span class="p">,</span> <span class="n">stdout</span><span class="o">=</span><span class="n">subprocess</span><span class="o">.</span><span class="n">PIPE</span><span class="p">,</span> <span class="n">stderr</span><span class="o">=</span><span class="n">subprocess</span><span class="o">.</span><span class="n">STDOUT</span><span class="p">,</span> <span class="n">close_fds</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">env</span><span class="o">=</span><span class="n">env</span> |
| <span class="p">)</span> |
| |
| <span class="n">stdout</span> <span class="o">=</span> <span class="s2">""</span> |
| <span class="k">if</span> <span class="n">sub_process</span><span class="o">.</span><span class="n">stdout</span><span class="p">:</span> |
| <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="nb">iter</span><span class="p">(</span><span class="n">sub_process</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">readline</span><span class="p">,</span> <span class="sa">b</span><span class="s1">''</span><span class="p">):</span> |
| <span class="n">stdout</span> <span class="o">+=</span> <span class="n">line</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">verbose</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">line</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">())</span> |
| |
| <span class="n">sub_process</span><span class="o">.</span><span class="n">wait</span><span class="p">()</span> |
| |
| <span class="c1"># As of Pinot v0.1.0, either of "Error: ..." or "Exception caught: ..."</span> |
| <span class="c1"># is expected to be in the output messages. See:</span> |
| <span class="c1"># https://github.com/apache/incubator-pinot/blob/release-0.1.0/pinot-tools/src/main/java/org/apache/pinot/tools/admin/PinotAdministrator.java#L98-L101</span> |
| <span class="k">if</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">pinot_admin_system_exit</span> <span class="ow">and</span> <span class="n">sub_process</span><span class="o">.</span><span class="n">returncode</span><span class="p">)</span> <span class="ow">or</span> <span class="p">(</span> |
| <span class="s2">"Error"</span> <span class="ow">in</span> <span class="n">stdout</span> <span class="ow">or</span> <span class="s2">"Exception"</span> <span class="ow">in</span> <span class="n">stdout</span> |
| <span class="p">):</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="n">stdout</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">stdout</span></div></div> |
| |
| |
| <div class="viewcode-block" id="PinotDbApiHook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotDbApiHook">[docs]</a><span class="k">class</span> <span class="nc">PinotDbApiHook</span><span class="p">(</span><span class="n">DbApiHook</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Interact with Pinot Broker Query API</span> |
| |
| <span class="sd"> This hook uses standard-SQL endpoint since PQL endpoint is soon to be deprecated.</span> |
| <span class="sd"> https://docs.pinot.apache.org/users/api/querying-pinot-using-standard-sql</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="PinotDbApiHook.conn_name_attr"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotDbApiHook.conn_name_attr">[docs]</a> <span class="n">conn_name_attr</span> <span class="o">=</span> <span class="s1">'pinot_broker_conn_id'</span></div> |
| <div class="viewcode-block" id="PinotDbApiHook.default_conn_name"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotDbApiHook.default_conn_name">[docs]</a> <span class="n">default_conn_name</span> <span class="o">=</span> <span class="s1">'pinot_broker_default'</span></div> |
| <div class="viewcode-block" id="PinotDbApiHook.supports_autocommit"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotDbApiHook.supports_autocommit">[docs]</a> <span class="n">supports_autocommit</span> <span class="o">=</span> <span class="kc">False</span></div> |
| |
| <div class="viewcode-block" id="PinotDbApiHook.get_conn"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotDbApiHook.get_conn">[docs]</a> <span class="k">def</span> <span class="nf">get_conn</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="sd">"""Establish a connection to pinot broker through pinot dbapi."""</span> |
| <span class="c1"># pylint: disable=no-member</span> |
| <span class="n">conn</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_connection</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">pinot_broker_conn_id</span><span class="p">)</span> <span class="c1"># type: ignore</span> |
| <span class="c1"># pylint: enable=no-member</span> |
| <span class="n">pinot_broker_conn</span> <span class="o">=</span> <span class="n">connect</span><span class="p">(</span> |
| <span class="n">host</span><span class="o">=</span><span class="n">conn</span><span class="o">.</span><span class="n">host</span><span class="p">,</span> |
| <span class="n">port</span><span class="o">=</span><span class="n">conn</span><span class="o">.</span><span class="n">port</span><span class="p">,</span> |
| <span class="n">path</span><span class="o">=</span><span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'endpoint'</span><span class="p">,</span> <span class="s1">'/query/sql'</span><span class="p">),</span> |
| <span class="n">scheme</span><span class="o">=</span><span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'schema'</span><span class="p">,</span> <span class="s1">'http'</span><span class="p">),</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">'Get the connection to pinot broker on </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="n">conn</span><span class="o">.</span><span class="n">host</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">pinot_broker_conn</span></div> |
| |
| <div class="viewcode-block" id="PinotDbApiHook.get_uri"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotDbApiHook.get_uri">[docs]</a> <span class="k">def</span> <span class="nf">get_uri</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="nb">str</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Get the connection uri for pinot broker.</span> |
| |
| <span class="sd"> e.g: http://localhost:9000/query/sql</span> |
| <span class="sd"> """</span> |
| <span class="n">conn</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_connection</span><span class="p">(</span><span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">conn_name_attr</span><span class="p">))</span> |
| <span class="n">host</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">host</span> |
| <span class="k">if</span> <span class="n">conn</span><span class="o">.</span><span class="n">port</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">host</span> <span class="o">+=</span> <span class="sa">f</span><span class="s1">':</span><span class="si">{</span><span class="n">conn</span><span class="o">.</span><span class="n">port</span><span class="si">}</span><span class="s1">'</span> |
| <span class="n">conn_type</span> <span class="o">=</span> <span class="s1">'http'</span> <span class="k">if</span> <span class="ow">not</span> <span class="n">conn</span><span class="o">.</span><span class="n">conn_type</span> <span class="k">else</span> <span class="n">conn</span><span class="o">.</span><span class="n">conn_type</span> |
| <span class="n">endpoint</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'endpoint'</span><span class="p">,</span> <span class="s1">'query/sql'</span><span class="p">)</span> |
| <span class="k">return</span> <span class="sa">f</span><span class="s1">'</span><span class="si">{</span><span class="n">conn_type</span><span class="si">}</span><span class="s1">://</span><span class="si">{</span><span class="n">host</span><span class="si">}</span><span class="s1">/</span><span class="si">{</span><span class="n">endpoint</span><span class="si">}</span><span class="s1">'</span></div> |
| |
| <div class="viewcode-block" id="PinotDbApiHook.get_records"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotDbApiHook.get_records">[docs]</a> <span class="k">def</span> <span class="nf">get_records</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">parameters</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">],</span> <span class="n">Iterable</span><span class="p">[</span><span class="n">Any</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Executes the sql and returns a set of records.</span> |
| |
| <span class="sd"> :param sql: the sql statement to be executed (str) or a list of</span> |
| <span class="sd"> sql statements to execute</span> |
| <span class="sd"> :type sql: str</span> |
| <span class="sd"> :param parameters: The parameters to render the SQL query with.</span> |
| <span class="sd"> :type parameters: dict or iterable</span> |
| <span class="sd"> """</span> |
| <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> <span class="k">as</span> <span class="n">cur</span><span class="p">:</span> |
| <span class="n">cur</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="n">sql</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">cur</span><span class="o">.</span><span class="n">fetchall</span><span class="p">()</span></div> |
| |
| <div class="viewcode-block" id="PinotDbApiHook.get_first"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotDbApiHook.get_first">[docs]</a> <span class="k">def</span> <span class="nf">get_first</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">parameters</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">],</span> <span class="n">Iterable</span><span class="p">[</span><span class="n">Any</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Executes the sql and returns the first resulting row.</span> |
| |
| <span class="sd"> :param sql: the sql statement to be executed (str) or a list of</span> |
| <span class="sd"> sql statements to execute</span> |
| <span class="sd"> :type sql: str or list</span> |
| <span class="sd"> :param parameters: The parameters to render the SQL query with.</span> |
| <span class="sd"> :type parameters: dict or iterable</span> |
| <span class="sd"> """</span> |
| <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> <span class="k">as</span> <span class="n">cur</span><span class="p">:</span> |
| <span class="n">cur</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="n">sql</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">cur</span><span class="o">.</span><span class="n">fetchone</span><span class="p">()</span></div> |
| |
| <div class="viewcode-block" id="PinotDbApiHook.set_autocommit"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotDbApiHook.set_autocommit">[docs]</a> <span class="k">def</span> <span class="nf">set_autocommit</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">conn</span><span class="p">:</span> <span class="n">Connection</span><span class="p">,</span> <span class="n">autocommit</span><span class="p">:</span> <span class="n">Any</span><span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">()</span></div> |
| |
| <div class="viewcode-block" id="PinotDbApiHook.insert_rows"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/pinot/hooks/pinot/index.html#airflow.providers.apache.pinot.hooks.pinot.PinotDbApiHook.insert_rows">[docs]</a> <span class="k">def</span> <span class="nf">insert_rows</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">table</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">rows</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">target_fields</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">commit_every</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">1000</span><span class="p">,</span> |
| <span class="n">replace</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">:</span> <span class="n">Any</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">()</span></div></div> |
| </pre></div> |
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