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| <div class="section" id="module-apache_beam.testing.benchmarks.nexmark.queries.winning_bids"> |
| <span id="apache-beam-testing-benchmarks-nexmark-queries-winning-bids-module"></span><h1>apache_beam.testing.benchmarks.nexmark.queries.winning_bids module<a class="headerlink" href="#module-apache_beam.testing.benchmarks.nexmark.queries.winning_bids" title="Permalink to this headline">¶</a></h1> |
| <p>A transform to find winning bids for each closed auction. In pseudo CQL syntax:</p> |
| <p>SELECT Rstream(A.*, B.auction, B.bidder, MAX(B.price), B.dateTime) |
| FROM Auction A [ROWS UNBOUNDED], Bid B [ROWS UNBOUNDED] |
| WHERE A.id = B.auction AND B.datetime < A.expires AND A.expires < CURRENT_TIME |
| GROUP BY A.id</p> |
| <p>We will also check that the winning bid is above the auction reserve. Note that |
| we ignore the auction opening bid value since it has no impact on which bid |
| eventually wins, if any.</p> |
| <p>Our implementation will use a custom windowing function in order to bring bids |
| and auctions together without requiring global state.</p> |
| <dl class="class"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindow"> |
| <em class="property">class </em><code class="descclassname">apache_beam.testing.benchmarks.nexmark.queries.winning_bids.</code><code class="descname">AuctionOrBidWindow</code><span class="sig-paren">(</span><em>start</em>, <em>end</em>, <em>auction_id</em>, <em>is_auction_window</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindow"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindow" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.IntervalWindow" title="apache_beam.transforms.window.IntervalWindow"><code class="xref py py-class docutils literal notranslate"><span class="pre">apache_beam.transforms.window.IntervalWindow</span></code></a></p> |
| <p>Windows for open auctions and bids.</p> |
| <dl class="staticmethod"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindow.for_auction"> |
| <em class="property">static </em><code class="descname">for_auction</code><span class="sig-paren">(</span><em>timestamp</em>, <em>auction</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindow.for_auction"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindow.for_auction" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="staticmethod"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindow.for_bid"> |
| <em class="property">static </em><code class="descname">for_bid</code><span class="sig-paren">(</span><em>expected_duration_micro</em>, <em>timestamp</em>, <em>bid</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindow.for_bid"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindow.for_bid" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindow.is_auction_window_fn"> |
| <code class="descname">is_auction_window_fn</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindow.is_auction_window_fn"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindow.is_auction_window_fn" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="class"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowCoder"> |
| <em class="property">class </em><code class="descclassname">apache_beam.testing.benchmarks.nexmark.queries.winning_bids.</code><code class="descname">AuctionOrBidWindowCoder</code><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindowCoder"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowCoder" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">apache_beam.coders.coders.FastCoder</span></code></p> |
| <dl class="method"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowCoder.is_deterministic"> |
| <code class="descname">is_deterministic</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindowCoder.is_deterministic"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowCoder.is_deterministic" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="class"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowCoderImpl"> |
| <em class="property">class </em><code class="descclassname">apache_beam.testing.benchmarks.nexmark.queries.winning_bids.</code><code class="descname">AuctionOrBidWindowCoderImpl</code><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindowCoderImpl"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowCoderImpl" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">apache_beam.coders.coder_impl.StreamCoderImpl</span></code></p> |
| <dl class="method"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowCoderImpl.encode_to_stream"> |
| <code class="descname">encode_to_stream</code><span class="sig-paren">(</span><em>value</em>, <em>stream</em>, <em>nested</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindowCoderImpl.encode_to_stream"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowCoderImpl.encode_to_stream" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowCoderImpl.decode_from_stream"> |
| <code class="descname">decode_from_stream</code><span class="sig-paren">(</span><em>stream</em>, <em>nested</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindowCoderImpl.decode_from_stream"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowCoderImpl.decode_from_stream" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="class"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowFn"> |
| <em class="property">class </em><code class="descclassname">apache_beam.testing.benchmarks.nexmark.queries.winning_bids.</code><code class="descname">AuctionOrBidWindowFn</code><span class="sig-paren">(</span><em>expected_duration_micro</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindowFn"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowFn" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.WindowFn" title="apache_beam.transforms.window.WindowFn"><code class="xref py py-class docutils literal notranslate"><span class="pre">apache_beam.transforms.window.WindowFn</span></code></a></p> |
| <dl class="method"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowFn.assign"> |
| <code class="descname">assign</code><span class="sig-paren">(</span><em>assign_context</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindowFn.assign"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowFn.assign" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowFn.merge"> |
| <code class="descname">merge</code><span class="sig-paren">(</span><em>merge_context</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindowFn.merge"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowFn.merge" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowFn.get_window_coder"> |
| <code class="descname">get_window_coder</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindowFn.get_window_coder"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowFn.get_window_coder" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowFn.get_transformed_output_time"> |
| <code class="descname">get_transformed_output_time</code><span class="sig-paren">(</span><em>window</em>, <em>input_timestamp</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#AuctionOrBidWindowFn.get_transformed_output_time"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.AuctionOrBidWindowFn.get_transformed_output_time" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="class"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.JoinAuctionBidFn"> |
| <em class="property">class </em><code class="descclassname">apache_beam.testing.benchmarks.nexmark.queries.winning_bids.</code><code class="descname">JoinAuctionBidFn</code><span class="sig-paren">(</span><em>*unused_args</em>, <em>**unused_kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#JoinAuctionBidFn"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.JoinAuctionBidFn" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.DoFn" title="apache_beam.transforms.core.DoFn"><code class="xref py py-class docutils literal notranslate"><span class="pre">apache_beam.transforms.core.DoFn</span></code></a></p> |
| <dl class="staticmethod"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.JoinAuctionBidFn.higher_bid"> |
| <em class="property">static </em><code class="descname">higher_bid</code><span class="sig-paren">(</span><em>bid</em>, <em>other</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#JoinAuctionBidFn.higher_bid"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.JoinAuctionBidFn.higher_bid" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="method"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.JoinAuctionBidFn.process"> |
| <code class="descname">process</code><span class="sig-paren">(</span><em>element</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#JoinAuctionBidFn.process"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.JoinAuctionBidFn.process" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="class"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.WinningBids"> |
| <em class="property">class </em><code class="descclassname">apache_beam.testing.benchmarks.nexmark.queries.winning_bids.</code><code class="descname">WinningBids</code><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#WinningBids"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.WinningBids" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference internal" href="apache_beam.transforms.ptransform.html#apache_beam.transforms.ptransform.PTransform" title="apache_beam.transforms.ptransform.PTransform"><code class="xref py py-class docutils literal notranslate"><span class="pre">apache_beam.transforms.ptransform.PTransform</span></code></a></p> |
| <dl class="method"> |
| <dt id="apache_beam.testing.benchmarks.nexmark.queries.winning_bids.WinningBids.expand"> |
| <code class="descname">expand</code><span class="sig-paren">(</span><em>pcoll</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/testing/benchmarks/nexmark/queries/winning_bids.html#WinningBids.expand"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.testing.benchmarks.nexmark.queries.winning_bids.WinningBids.expand" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
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