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[PERF] Barcode Plot - Avoid Rendering Duplicate Lines for the Same Value
Issue #76
resolved
Looking at introducing #75, if we have a large data set with a low cardinality of measure values but a high cardinality of samples (e.g. movie ratings out of 5 data set where there are 11 possible values but 26M individual samples, we're rendering waaaaaay more SVG lines than we need to - a maximum of 11 is better than millions.
We should consider how we can represent the number of samples against an individual data point and I'll create a different ticket to track that one.
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We'll add an attribute for aggregation of data points to each category. For now we'll just keep the count but we'll use an
IStatisticsin case we need anything else. This can then be used to calcluate the tooltips in#77. If plotting the barcode, we'll switch out for aggregated data points rather than raw data points. -
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Changes to reduce the number of DOM elements for the barcode plot by grouping/counting and only plotting distinct values. Resolves
#76.→ <<cset a36fa1346d02>>
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We'll add an attribute for aggregation of data points to each category. For now we'll just keep the count but we'll use an
IStatisticsin case we need anything else. This can then be used to calcluate the tooltips in#77. If plotting the barcode, we'll switch out for aggregated data points rather than raw data points.