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The Street Group Technical Test
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<h1 id="usage">Usage<a class="headerlink" href="#usage" title="Permanent link">¶</a></h1>
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<p>This page documents how to run the pipeline locally to complete the task for the <a href="https://www.gov.uk/government/statistical-data-sets/price-paid-data-downloads#section-1">dataset for 2020</a>.</p>
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<p>The pipeline also runs in GCP using DataFlow and is discussed further on but can be viewed <a href="../dataflow/index.html">here</a>. We also discuss how to adapt the pipeline so it can run against <a href="https://www.gov.uk/government/statistical-data-sets/price-paid-data-downloads#single-file">the full dataset</a>.</p>
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<h2 id="download-dataset">Download dataset<a class="headerlink" href="#download-dataset" title="Permanent link">¶</a></h2>
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<p>The input data by default should go in <code>./data/input</code>.</p>
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<p>For convenience the data is available publicly in a GCP Cloud Storage bucket.</p>
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<p>Run:</p>
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<div class="highlight"><pre><span></span><code>wget https://storage.googleapis.com/street-group-technical-test-dmot-euw1/input/pp-2020.csv -P data/input
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</code></pre></div>
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<p>to download the data for 2020 and place in the input directory above.</p>
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<h2 id="entrypoint">Entrypoint<a class="headerlink" href="#entrypoint" title="Permanent link">¶</a></h2>
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<p>The entrypoint to the pipeline is <code>analyse_properties.main</code>.</p>
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<h2 id="available-options">Available options<a class="headerlink" href="#available-options" title="Permanent link">¶</a></h2>
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<p>Running</p>
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<div class="highlight"><pre><span></span><code>python -m analyse_properties.main --help
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</code></pre></div>
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<p>gives the following output:</p>
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<div class="highlight"><pre><span></span><code>usage: analyse_properties.main <span class="o">[</span>-h<span class="o">]</span> <span class="o">[</span>--input INPUT<span class="o">]</span> <span class="o">[</span>--output OUTPUT<span class="o">]</span>
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optional arguments:
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-h, --help show this <span class="nb">help</span> message and <span class="nb">exit</span>
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--input INPUT Full path to the input file.
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--output OUTPUT Full path to the output file without extension.
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</code></pre></div>
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<p>The default value for input is <code>./data/input/pp-2020.csv</code> and the default value for output is <code>./data/output/pp-2020</code>.</p>
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<h2 id="run-the-pipeline">Run the pipeline<a class="headerlink" href="#run-the-pipeline" title="Permanent link">¶</a></h2>
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<p>To run the pipeline and complete the task run:</p>
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<div class="highlight"><pre><span></span><code>python -m analyse_properties.main <span class="se">\</span>
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--runner DirectRunner <span class="se">\</span>
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--input ./data/input/pp-2020.csv <span class="se">\</span>
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--output ./data/output/pp-2020
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</code></pre></div>
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<p>from the root of the repo.</p>
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<p>The pipeline will use the 2020 dataset located in <code>./data/input</code> and output the resulting <code>.json</code> to <code>./data/output</code>.</p>
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