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Add point retention multiplier (#179)
* Add an option to retain N times as many points as usual at each zoom * Tests for point multipler with specified and guessed maxzooms * Work in progress on inverse spatial ordering * Fix inverse spatial feature order * --reorder was depending on a feature index that wasn't being preserved * Separate ordering by feature_minzoom from ordering inverse-spatially * Add a test for the inverse spatial ordering * Store the basezoom/droprate/multiplier decisions in tileset metadata * Progress on adding filters to tippecanoe-overzoom * Type promotion for comparison * Look up the attribute value for ordering * Add test of thinning and ordering features * Plumb tippecanoe_decisions metadata through pmtiles * Be careful not to put infinities in JSON * Fix accidental dropping in what is meant to preserve sparse points * Start distinguishing true, false, and null in expressions * Most of the type conversions * Add boolean conversions * Literals and conjunctions * Add filtering to tippecanoe-overzoom * Add a test of filtering in overzoom * Fix boolean conjunctions * Handle the combination of cluster size and filtering * Rework dot dropping to reconcile density threshold and multiplier * Revert "Rework dot dropping to reconcile density threshold and multiplier" This reverts commitf253a66382. * Retain points by multiplier within each tile, not in global probability * Test that intends to verify that the multiplier is reversible * Get the test to detect the discrepancy * Mark the start of multiplier clusters with a magic attribute * Add string-contains * Add in and ni operators * Revert "Look up the attribute value for ordering" This reverts commit56bc73e49a. * Revert "Type promotion for comparison" This reverts commit6f3256f5af. * Make number formatting in tippecanoe_decisions consistent * Revert "Add a test for the inverse spatial ordering" This reverts commitc8047de9ab. * Revert "Separate ordering by feature_minzoom from ordering inverse-spatially" This reverts commit35b19a223c. * Revert "Fix inverse spatial feature order" This reverts commit5978ecdb44. * Revert "Work in progress on inverse spatial ordering" This reverts commitfdf230f632. * Somehow missed the tests associated with that last revert * Round-robin assign attributes to partials from across the multiplier * Count the multiplier separately in each layer * Fix distribution of accumulated attribute across multiplier features * Update changelog, version, and docs * Add "is null" and "isnt null" expressions * Update interpretation of FSL expressions to pass the tests * Test to assert that polygons are unaffected by the multiplier * Clean up and comment * Remove accidental unused case
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@@ -421,7 +421,7 @@ be reduced to the maximum that can be used with the specified _maxzoom_.
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### Filtering features by attributes
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* `-j` *filter* or `--feature-filter`=*filter*: Check features against a per-layer filter (as defined in the [Mapbox GL Style Specification](https://docs.mapbox.com/mapbox-gl-js/style-spec/#other-filter)) and only include those that match. Any features in layers that have no filter specified will be passed through. Filters for the layer `"*"` apply to all layers. The special variable `$zoom` refers to the current zoom level.
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* `-j` *filter* or `--feature-filter`=*filter*: Check features against a per-layer filter (as defined in the [Mapbox GL Style Specification](https://docs.mapbox.com/mapbox-gl-js/style-spec/#other-filter) or in a Felt filter specification still to be finalized) and only include those that match. Any features in layers that have no filter specified will be passed through. Filters for the layer `"*"` apply to all layers. The special variable `$zoom` refers to the current zoom level.
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* `-J` *filter-file* or `--feature-filter-file`=*filter-file*: Like `-j`, but read the filter from a file.
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Example: to find the Natural Earth countries with low `scalerank` but high `LABELRANK`:
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@@ -459,6 +459,7 @@ the same layer, enclose them in an `all` expression so they will all be evaluate
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If you use `-Bg`, it will guess a zoom level that will keep at most 50,000 features in the densest tile.
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You can also specify a marker-width with `-Bg`*width* to allow fewer features in the densest tile to
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compensate for the larger marker, or `-Bf`*number* to allow at most *number* features in the densest tile.
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* `--retain-points-multiplier=`_multiple_: Retain the specified multiple of points instead of just the number of points that would ordinarily be retained by the drop rate. These can be thinned out later with the `-m` option to `tippecanoe-overzoom`. The start of each cluster is marked in the feature sequence by the `tippecanoe:retain_points_multiplier_first` attribute.
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* `--drop-denser=`_percentage_: When dropping dots at zoom levels below the base zoom, give the specified _percentage_
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preference to retaining points in sparse areas and dropping points in dense areas.
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* `--limit-base-zoom-to-maximum-zoom` or `-Pb`: Limit the guessed base zoom not to exceed the maxzoom, even if this would put more than the requested number of features in a base zoom tile.
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@@ -993,4 +994,6 @@ reads tile `inz/inx/iny` of `in.mvt.gz` and produces tile `outz/outx/outy` of `o
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* `-b` *buffer*: Set the tile buffer in the output tile (default 5)
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* `-d` *detail*: Set the detail of the output tile (default 12)
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* `-y` *attribute*: Retain the specified *attribute* in the output features. All attributes that are not named in a `-y` option will be removed.
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* `-j` *filter*: Filter features using the same expression syntax as in tippecanoe.
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* `-m`: If a tile was created with the `--retain-points-multiplier` option, thin the tile back down to its normal feature count during overzooming. The first feature from each cluster will be retained, unless `-j` is used to specify a filter, in which case the first matching filter from each cluster will be retained instead.
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