Now the count is always adjacent to whereever the key/value pair is
stored, and is not kept in the serial feature object other than as
the length of the vectors of keys and values.
This moves filtering from the serialization stage to the
tiling stage so that the zoom level can be known to the filter.
The side effect is to carry null attributes much further through
the pipeline than previously.
Fortunately most attributes are in the string pool, but ones that
have passed through the prefilter are not. (Nor are attributes that
are generated by clustering or by attribute accumulation.)
The first feature in a tile can never be dropped, since there is
no previous feature to attach its properties to.
Remove the previous special case that reset the dropping counter
at the first feature within each tile proper (as opposed to the
first feature in each tile, including its buffer, which is now
the one that is guaranteed to be preserved).
This also allows doing the attribute and tilestats all at once
at the end of the tile instead of having to update a feature
to handle the last cluster.
https://github.com/miloyip/dtoa-benchmark/issues/7
commit fe550f38669fe0f488926c1ef0feb6c101f586d6
Author: Eli Fidler <efidler@topologyinc.com>
Date: Tue May 31 11:51:37 2016 -0400
avoid array index out-of-bounds
UBSAN gave "runtime error: index 13 out of bounds for type 'const uint32_t [10]'"
(The feature count when filtering will be the sum of features
across tiles instead of filters from the original input, since
the filter reader doesn't know what the original input feature
set was.)
The problem was in the case where the CSV provided a new value for
an attribute that replaced an existing value. Both the old and new
value were being included in the tilestats instead of just the new.
Builds [vector tilesets](https://www.mapbox.com/developers/vector-tiles/) from large (or small) collections of [GeoJSON](http://geojson.org/) features,
Builds [vector tilesets](https://www.mapbox.com/developers/vector-tiles/) from large (or small) collections of [GeoJSON](http://geojson.org/), [Geobuf](https://github.com/mapbox/geobuf), or [CSV](https://en.wikipedia.org/wiki/Comma-separated_values) features,
There are a lot of options. A lot of the time you won't want to use any of them
other than `-o`_output_`.mbtiles` to name the output file, and probably `-f` to
delete the file that already exists with that name.
* -l _name_ or --layer=_name_: Layer name (default "file" if source is file.json or output is file.mbtiles). If there are multiple input files
specified, the files are all merged into the single named layer, even if they try to specify individual names with -L.
* -L _name_:_file.json_ or --named-layer=_name_:_file.json_: Specify layer names for individual files. If your shell supports it, you can use a subshell redirect like -L _name_:<(cat dir/*.json) to specify a layer name for the output of streamed input.
* -n _name_ or --name=_name_: Human-readable name for the tileset (default file.json)
* -A _text_ or --attribution=_text_: Attribution (HTML) to be shown with maps that use data from this tileset.
If you aren't sure what the right maxzoom is for your data, `-zg` will guess one for you
based on the density of features.
### File control
Tippecanoe will normally drop a fraction of point features at zooms below the maxzoom,
to keep the low-zoom tiles from getting too big. If you have a smaller data set where
all the points would fit without dropping any of them, use `-r1` to keep them all.
If you do want point dropping, but you still want the tiles to be denser than `-zg`
thinks they should be, use `-B` to set a basezoom lower than the maxzoom.
* -o _file_.mbtiles or --output=_file_.mbtiles: Name the output file.
* -f or --force: Delete the mbtiles file if it already exists instead of giving an error
* -F or --allow-existing: Proceed (without deleting existing data) if the metadata or tiles table already exists
or if metadata fields can't be set
* -t _directory_ or --temporary-directory=_directory_: Put the temporary files in _directory_.
If you don't specify, it will use `/tmp`.
* -P or --read-parallel: Use multiple threads to read different parts of each input file at once.
If some of your tiles are coming out too big in spite of the settings above, you will
often want to use `--drop-densest-as-needed` to drop whatever fraction of the features
is necessary at each zoom level to make that zoom level's tiles work.
If your features have a lot of attributes, use `-y` to keep only the ones you really need.
If your input is formatted as newline-delimited GeoJSON, use `-P` to make input parsing a lot faster.
### Output tileset
*`-o`_file_`.mbtiles` or `--output=`_file_`.mbtiles`: Name the output file.
*`-e`_directory_ or `--output-to-directory`=_directory_: Write tiles to the specified *directory* instead of to an mbtiles file.
*`-f` or `--force`: Delete the mbtiles file if it already exists instead of giving an error
*`-F` or `--allow-existing`: Proceed (without deleting existing data) if the metadata or tiles table already exists
or if metadata fields can't be set. You probably don't want to use this.
### Tileset description and attribution
*`-n`_name_ or `--name=`_name_: Human-readable name for the tileset (default file.json)
*`-A`_text_ or `--attribution=`_text_: Attribution (HTML) to be shown with maps that use data from this tileset.
*`-N`_description_ or `--description=`_description_: Description for the tileset (default file.mbtiles)
### Input files and layer names
* _name_`.json` or _name_`.geojson`: Read the named GeoJSON input file into a layer called _name_.
* _name_`.json.gz` or _name_`.geojson.gz`: Read the named gzipped GeoJSON input file into a layer called _name_.
* _name_`.geobuf`: Read the named Geobuf input file into a layer called _name_.
* _name_`.csv`: Read the named CSV input file into a layer called _name_.
*`-l`_name_ or `--layer=`_name_: Use the specified layer name instead of deriving a name from the input filename or output tileset. If there are multiple input files
specified, the files are all merged into the single named layer, even if they try to specify individual names with `-L`.
*`-L`_name_`:`_file.json_ or `--named-layer=`_name_`:`_file.json_: Specify layer names for individual files. If your shell supports it, you can use a subshell redirect like `-L`_name_`:<(cat dir/*.json)` to specify a layer name for the output of streamed input.
*`-I`_file.json_` or `--input-file=`_file.json_`: Specify an input file as if it were named as a separate command line argument
*`-L{`_layer-json_`}` or `--named-layer={`_layer-json_`}`: Specify an input file and layer options by a JSON object. The JSON object must contain a `"file"` key to specify the filename to read from. It may also contain a `"layer"` field to specify the name of the layer, and/or a `"description"` field to specify the layer's description in the tileset metadata. Example:
CSV input files currently support only Point geometries, from columns named `latitude`, `longitude`, `lat`, `lon`, `long`, `lng`, `x`, or `y`.
### Parallel processing of input
*`-P` or `--read-parallel`: Use multiple threads to read different parts of each GeoJSON input file at once.
This will only work if the input is line-delimited JSON with each Feature on its
own line, because it knows nothing of the top-level structure around the Features. Spurious "EOF" error
messages may result otherwise.
Performance will be better if the input is a named file that can be mapped into memory
rather than a stream that can only be read sequentially.
### Zoom levels and resolution
If the input file begins with the [RFC 8142](https://tools.ietf.org/html/rfc8142) record separator,
parallel processing of input will be invoked automatically, splitting at record separators rather
than at all newlines.
* -z _zoom_ or --maximum-zoom=_zoom_: Maxzoom: the highest zoom level for which tiles are generated (default 14)
* -Z _zoom_ or --minimum-zoom=_zoom_: Minzoom: the lowest zoom level for which tiles are generated (default 0)
* -B _zoom_ or --base-zoom=_zoom_: Base zoom, the level at and above which all points are included in the tiles (default maxzoom).
If you use -Bg, it will guess a zoom level that will keep at most 50,000 features in the densest tile.
You can also specify a marker-width with -Bg*width* to allow fewer features in the densest tile to
compensate for the larger marker, or -Bf*number* to allow at most *number* features in the densest tile.
* -d _detail_ or --full-detail=_detail_: Detail at max zoom level (default 12, for tile resolution of 4096)
* -D _detail_ or --low-detail=_detail_: Detail at lower zoom levels (default 12, for tile resolution of 4096)
*-m _detail_ or --minimum-detail=_detail_: Minimum detail that it will try if tiles are too big at regular detail (default 7)
*-b _pixels_ or --buffer=_pixels_: Buffer size where features are duplicated from adjacent tiles. Units are "screen pixels"--1/256th of the tile width or height. (default 5)
*-s _projection_ or --projection=_projection_: Specify the projection of the input data. Currently supported are EPSG:4326 (WGS84, the default) and EPSG:3857 (Web Mercator).
*-M _bytes_ or --maximum-tile-bytes=_bytes_: Use the specified number of _bytes_ as the maximum compressed tile size instead of 500K.
Parallel processing will also be automatic if the input file is in Geobuf format.
### Projection of input
*`-s`_projection_ or `--projection=`_projection_: Specify the projection of the input data. Currently supported are `EPSG:4326` (WGS84, the default) and `EPSG:3857` (Web Mercator). In general you should use WGS84 for your input files if at all possible.
### Zoom levels
*`-z`_zoom_ or `--maximum-zoom=`_zoom_: Maxzoom: the highest zoom level for which tiles are generated (default 14)
*`-zg` or `--maximum-zoom=g`: Guess what is probably a reasonable maxzoom based on the spacing of features.
*`-Z`_zoom_ or `--minimum-zoom=`_zoom_: Minzoom: the lowest zoom level for which tiles are generated (default 0)
*`-ae` or `--extend-zooms-if-still-dropping`: Increase the maxzoom if features are still being dropped at that zoom level.
The detail and simplification options that ordinarily apply only to the maximum zoom level will apply both to the originally
specified maximum zoom and to any levels added beyond that.
*`-R`_zoom_`/`_x_`/`_y_ or `--one-tile=`_zoom_`/`_x_`/`_y_: Set the minzoom and maxzoom to _zoom_ and produce only
the single specified tile at that zoom level.
### Tile resolution
*`-d`_detail_ or `--full-detail=`_detail_: Detail at max zoom level (default 12, for tile resolution of 2^12=4096)
*`-D`_detail_ or `--low-detail=`_detail_: Detail at lower zoom levels (default 12, for tile resolution of 2^12=4096)
*`-m`_detail_ or `--minimum-detail=`_detail_: Minimum detail that it will try if tiles are too big at regular detail (default 7)
All internal math is done in terms of a 32-bit tile coordinate system, so 1/(2^32) of the size of Earth,
or about 1cm, is the smallest distinguishable distance. If _maxzoom_ + _detail_ > 32, no additional
resolution is obtained than by using a smaller _maxzoom_ or _detail_.
### Properties
### Filtering feature attributes
*-x_name_ or --exclude=_name_: Exclude the named properties from all features
*-y_name_ or --include=_name_: Include the named properties in all features, excluding all those not explicitly named
*-X or --exclude-all: Exclude all properties and encode only geometries
*`-x`_name_ or `--exclude=`_name_: Exclude the named properties from all features
*`-y`_name_ or `--include=`_name_: Include the named properties in all features, excluding all those not explicitly named
*`-X` or `--exclude-all`: Exclude all properties and encode only geometries
### Point simplification
### Modifying feature attributes
*-r _rate_ or --drop-rate=_rate_: Rate at which dots are dropped at zoom levels below basezoom (default 2.5).
If you use -rg, it will guess a drop rate that will keep at most 50,000 features in the densest tile.
You can also specify a marker-width with -rg*width* to allow fewer features in the densest tile to
compensate for the larger marker, or -rf*number* to allow at most *number* features in the densest tile.
* -g _gamma_ or --gamma=_gamma_: Rate at which especially dense dots are dropped (default 0, for no effect). A gamma of 2 reduces the number of dots less than a pixel apart to the square root of their original number.
*`-T`_attribute_`:`_type_ or `--attribute-type=`_attribute_`:`_type_: Coerce the named feature _attribute_ to be of the specified _type_.
The _type_ may be `string`, `float`, `int`, or `bool`.
If the type is `bool`, then original attributes of `0` (or, if numeric, `0.0`, etc.), `false`, `null`, or the empty string become `false`, and otherwise become `true`.
If the type is `float` or `int` and the original attribute was non-numeric, it becomes `0`.
If the type is `int` and the original attribute was floating-point, it is rounded to the nearest integer.
*`-Y`_attribute_`:`_description_ or `--attribute-description=`_attribute_`:`_description_: Set the `description` for the specified attribute in the tileset metadata to _description_ instead of the usual `String`, `Number`, or `Boolean`.
*`-E`_attribute_`:`_operation_ or `--accumulate-attribute=`_attribute_`:`_operation_: Preserve the named _attribute_ from features
that are dropped, coalesced-as-needed, or clustered. The _operation_ may be
`sum`, `product`, `mean`, `max`, `min`, `concat`, or `comma`
to specify how the named _attribute_ is accumulated onto the attribute of the same name in a feature that does survive.
### Filtering features by attributes
*`-j`*filter* or `--feature-filter`=*filter*: Check features against a per-layer filter (as defined in the [Mapbox GL Style Specification](https://www.mapbox.com/mapbox-gl-js/style-spec/#types-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.
*`-J`*filter-file* or `--feature-filter-file`=*filter-file*: Like `-j`, but read the filter from a file.
Example: to find the Natural Earth countries with low `scalerank` but high `LABELRANK`:
### Dropping a fixed fraction of features by zoom level
*`-r`_rate_ or `--drop-rate=`_rate_: Rate at which dots are dropped at zoom levels below basezoom (default 2.5).
If you use `-rg`, it will guess a drop rate that will keep at most 50,000 features in the densest tile.
You can also specify a marker-width with `-rg`*width* to allow fewer features in the densest tile to
compensate for the larger marker, or `-rf`*number* to allow at most *number* features in the densest tile.
*`-B`_zoom_ or `--base-zoom=`_zoom_: Base zoom, the level at and above which all points are included in the tiles (default maxzoom).
If you use `-Bg`, it will guess a zoom level that will keep at most 50,000 features in the densest tile.
You can also specify a marker-width with `-Bg`*width* to allow fewer features in the densest tile to
compensate for the larger marker, or `-Bf`*number* to allow at most *number* features in the densest tile.
*`-al` or `--drop-lines`: Let "dot" dropping at lower zooms apply to lines too
*`-ap` or `--drop-polygons`: Let "dot" dropping at lower zooms apply to polygons too
*`-K`_distance_ or `--cluster-distance=`_distance_: Cluster points (as with `--cluster-densest-as-needed`, but without the experimental discovery process) that are approximately within _distance_ of each other. The units are tile coordinates within a nominally 256-pixel tile, so the maximum value of 255 allows only one feature per tile. Values around 10 are probably appropriate for typical marker sizes. See `--cluster-densest-as-needed` below for behavior.
### Dropping a fraction of features to keep under tile size limits
*`-as` or `--drop-densest-as-needed`: If a tile is too large, try to reduce it to under 500K by increasing the minimum spacing between features. The discovered spacing applies to the entire zoom level.
*`-ad` or `--drop-fraction-as-needed`: Dynamically drop some fraction of features from each zoom level to keep large tiles under the 500K size limit. (This is like `-pd` but applies to the entire zoom level, not to each tile.)
*`-an` or `--drop-smallest-as-needed`: Dynamically drop the smallest features (physically smallest: the shortest lines or the smallest polygons) from each zoom level to keep large tiles under the 500K size limit. This option will not work for point features.
*`-aN` or `--coalesce-smallest-as-needed`: Dynamically combine the smallest features (physically smallest: the shortest lines or the smallest polygons) from each zoom level into other nearby features to keep large tiles under the 500K size limit. This option will not work for point features, and will probably not help very much with LineStrings. It is mostly intended for polygons, to maintain the full original area covered by polygons while still reducing the feature count somehow. The attributes of the small polygons are *not* preserved into the combined features, only their geometry.
*`-aD` or `--coalesce-densest-as-needed`: Dynamically combine the densest features from each zoom level into other nearby features to keep large tiles under the 500K size limit. (Again, mostly useful for polygons.)
*`-aS` or `--coalesce-fraction-as-needed`: Dynamically combine a fraction of features from each zoom level into other nearby features to keep large tiles under the 500K size limit. (Again, mostly useful for polygons.)
*`-pd` or `--force-feature-limit`: Dynamically drop some fraction of features from large tiles to keep them under the 500K size limit. It will probably look ugly at the tile boundaries. (This is like `-ad` but applies to each tile individually, not to the entire zoom level.) You probably don't want to use this.
*`-aC` or `--cluster-densest-as-needed`: If a tile is too large, try to reduce its size by increasing the minimum spacing between features, and leaving one placeholder feature from each group. The remaining feature will be given a `"cluster": true` attribute to indicate that it represents a cluster, a `"point_count"` attribute to indicate the number of features that were clustered into it, and a `"sqrt_point_count"` attribute to indicate the relative width of a feature to represent the cluster. If the features being clustered are points, the representative feature will be located at the average of the original points' locations; otherwise, one of the original features will be left as the representative.
### Dropping tightly overlapping features
*`-g`_gamma_ or `--gamma=_gamma`_: Rate at which especially dense dots are dropped (default 0, for no effect). A gamma of 2 reduces the number of dots less than a pixel apart to the square root of their original number.
*`-aG` or `--increase-gamma-as-needed`: If a tile is too large, try to reduce it to under 500K by increasing the `-g` gamma. The discovered gamma applies to the entire zoom level. You probably want to use `--drop-densest-as-needed` instead.
### Line and polygon simplification
*-S_scale_ or --simplification=_scale_: Multiply the tolerance for line and polygon simplification by _scale_. The standard tolerance tries to keep
*`-S`_scale_ or `--simplification=`_scale_: Multiply the tolerance for line and polygon simplification by _scale_. The standard tolerance tries to keep
the line or polygon within one tile unit of its proper location. You can probably go up to about 10 without too much visible difference.
*`-ps` or `--no-line-simplification`: Don't simplify lines and polygons
*`-pS` or `--simplify-only-low-zooms`: Don't simplify lines and polygons at maxzoom (but do simplify at lower zooms)
*`-pt` or `--no-tiny-polygon-reduction`: Don't combine the area of very small polygons into small squares that represent their combined area.
### Doing more
### Attempts to improve shared polygon boundaries
*-ac or --coalesce: Coalesce adjacent line and polygon features that have the same properties.
Note that when overlapping polygons are coalesced, the overlapping region is treated as a hole,
which may not be what you want.
* -ar or --reverse: Try reversing the directions of lines to make them coalesce and compress better
* -ao or --reorder: Reorder features to put ones with the same properties in sequence, to try to get them to coalesce
* -al or --drop-lines: Let "dot" dropping at lower zooms apply to lines too
* -ap or --drop-polygons: Let "dot" dropping at lower zooms apply to polygons too
* -ag or --calculate-feature-density: Add a new attribute, `tippecanoe_feature_density`, to each feature, to record how densely features are spaced in that area of the tile. You can use this attribute in the style to produce a glowing effect where points are densely packed. It can range from 0 in the sparsest areas to 255 in the densest.
* -ab or --detect-shared-borders: In the manner of [TopoJSON](https://github.com/mbostock/topojson/wiki/Introduction), detect borders that are shared between multiple polygons and simplify them identically in each polygon. This takes more time and memory than considering each polygon individually.
* -aG or --increase-gamma-as-needed: If a tile is too large, try to reduce it to under 500K by increasing the `-g` gamma. The discovered gamma applies to the entire zoom level.
* -as or --drop-densest-as-needed: If a tile is too large, try to reduce it to under 500K by increasing the minimum spacing between features. The discovered spacing applies to the entire zoom level.
* -ad or --drop-fraction-as-needed: Dynamically drop some fraction of features from each zoom level to keep large tiles under the 500K size limit. (This is like `-pd` but applies to the entire zoom level, not to each tile.)
* -an or --drop-smallest-as-needed: Dynamically drop the smallest features (physically smallest: the shortest lines or the smallest polygons) from each zoom level to keep large tiles under the 500K size limit. This option will not work for point features.
* -aL or --grid-low-zooms: At all zoom levels below _maxzoom_, snap all lines and polygons to a stairstep grid instead of allowing diagonals. You will also want to specify a tile resolution, probably `-D8`. This option provides a way to display continuous parcel, gridded, or binned data at low zooms without overwhelming the tiles with tiny polygons, since features will either get stretched out to the grid unit or lost entirely, depending on how they happened to be aligned in the original data.
*`-ab` or `--detect-shared-borders`: In the manner of [TopoJSON](https://github.com/mbostock/topojson/wiki/Introduction), detect borders that are shared between multiple polygons and simplify them identically in each polygon. This takes more time and memory than considering each polygon individually.
*`-aL` or `--grid-low-zooms`: At all zoom levels below _maxzoom_, snap all lines and polygons to a stairstep grid instead of allowing diagonals. You will also want to specify a tile resolution, probably `-D8`. This option provides a way to display continuous parcel, gridded, or binned data at low zooms without overwhelming the tiles with tiny polygons, since features will either get stretched out to the grid unit or lost entirely, depending on how they happened to be aligned in the original data. You probably don't want to use this.
### Doing less
### Controlling clipping to tile boundaries
*-ps or --no-line-simplification: Don't simplify lines
*-pS or --simplify-only-low-zooms: Don't simplify lines at maxzoom (but do simplify at lower zooms)
*-pf or --no-feature-limit: Don't limit tiles to 200,000 features
* -pk or --no-tile-size-limit: Don't limit tiles to 500K bytes
* -pd or --force-feature-limit: Dynamically drop some fraction of features from large tiles to keep them under the 500K size limit. It will probably look ugly at the tile boundaries. (This is like `-ad` but applies to each tile individually, not to the entire zoom level.)
* -pi or --preserve-input-order: Preserve the original input order of features as the drawing order instead of ordering geographically. (This is implemented as a restoration of the original order at the end, so that dot-dropping is still geographic, which means it also undoes -ao).
* -pp or --no-polygon-splitting: Don't split complex polygons (over 700 vertices after simplification) into multiple features.
* -pc or --no-clipping: Don't clip features to the size of the tile. If a feature overlaps the tile's bounds or buffer at all, it is included completely. Be careful: this can produce very large tilesets, especially with large polygons.
* -pD or --no-duplication: As with --no-clipping, each feature is included intact instead of cut to tile boundaries. In addition, it is included only in a single tile per zoom level rather than potentially in multiple copies. Clients of the tileset must check adjacent tiles (possibly some distance away) to ensure they have all features.
* -pt or --no-tiny-polygon-reduction: Don't combine the area of very small polygons into small squares that represent their combined area.
* -q or --quiet: Work quietly instead of reporting progress
*`-b`_pixels_ or `--buffer=`_pixels_: Buffer size where features are duplicated from adjacent tiles. Units are "screen pixels"—1/256th of the tile width or height. (default 5)
*`-pc` or `--no-clipping`: Don't clip features to the size of the tile. If a feature overlaps the tile's bounds or buffer at all, it is included completely. Be careful: this can produce very large tilesets, especially with large polygons.
*`-pD` or `--no-duplication`: As with `--no-clipping`, each feature is included intact instead of cut to tile boundaries. In addition, it is included only in a single tile per zoom level rather than potentially in multiple copies. Clients of the tileset must check adjacent tiles (possibly some distance away) to ensure they have all features.
Example
-------
### Reordering features within each tile
```sh
$ tippecanoe -o alameda.mbtiles -l alameda -n "Alameda County from TIGER" -z13 tl_2014_06001_roads.json
```
*`-pi` or `--preserve-input-order`: Preserve the original input order of features as the drawing order instead of ordering geographically. (This is implemented as a restoration of the original order at the end, so that dot-dropping is still geographic, which means it also undoes `-ao`).
*`-ao` or `--reorder`: Reorder features to put ones with the same properties in sequence, to try to get them to coalesce. You probably want to use this if you use `--coalesce`.
*`-ac` or `--coalesce`: Coalesce adjacent line and polygon features that have the same properties. This can be useful if you have lots of small polygons with identical attributes and you would like to merge them together.
*`-ar` or `--reverse`: Try reversing the directions of lines to make them coalesce and compress better. You probably don't want to use this.
### Adding calculated attributes
*`-ag` or `--calculate-feature-density`: Add a new attribute, `tippecanoe_feature_density`, to each feature, to record how densely features are spaced in that area of the tile. You can use this attribute in the style to produce a glowing effect where points are densely packed. It can range from 0 in the sparsest areas to 255 in the densest.
### Trying to correct bad source geometry
*`-aw` or `--detect-longitude-wraparound`: Detect when adjacent points within a feature jump to the other side of the world, and try to fix the geometry.
### Setting or disabling tile size limits
*`-M`_bytes_ or `--maximum-tile-bytes=`_bytes_: Use the specified number of _bytes_ as the maximum compressed tile size instead of 500K.
*`-O`_features_ or `--maximum-tile-features=`_features_: Use the specified number of _features_ as the maximum in a tile instead of 200,000.
*`-pf` or `--no-feature-limit`: Don't limit tiles to 200,000 features
*`-pk` or `--no-tile-size-limit`: Don't limit tiles to 500K bytes
*`-pC` or `--no-tile-compression`: Don't compress the PBF vector tile data.
*`-pg` or `--no-tile-stats`: Don't generate the `tilestats` row in the tileset metadata. Uploads without [tilestats](https://github.com/mapbox/mapbox-geostats) will take longer to process.
### Temporary storage
*`-t`_directory_ or `--temporary-directory=`_directory_: Put the temporary files in _directory_.
If you don't specify, it will use `/tmp`.
### Progress indicator
*`-q` or `--quiet`: Work quietly instead of reporting progress or warning messages
*`-Q` or `--no-progress-indicator`: Don't report progress, but still give warnings
*`-U`_seconds_ or `--progress-interval=`_seconds_: Don't report progress more often than the specified number of _seconds_.
*`-v` or `--version`: Report Tippecanoe's version number
### Meta-options
*`-h`_options_ or `--options=`_options_: Process additional options from the specified literal JSON object.
*`-H`_config.json_ or `--options-from-file=`_config.json_: Read additional options from the specified _config.json_ file.
The file should contain one JSON object.
Either with directly-specified options or options from a file, the options should be a single JSON object.
Its keys must be long or short option names. The value corresponding
to each key should be a string or number, for options with arguments, or `null` or `true` for options that do not take arguments.
* Make a tileset of TIGER roads in Tippecanoe County, leaving out all but primary and secondary roads (as [classified by TIGER](https://www.census.gov/geo/reference/mtfcc.html)) below zoom level 11.
The commands above will build a Docker image from the source and compile the
latest version. The image supports all tippecanoe flags and options.
Examples
------
@ -303,22 +516,59 @@ The name is [a joking reference](http://en.wikipedia.org/wiki/Tippecanoe_and_Tyl
tile-join
=========
Tile-join is a tool for joining new attributes from a CSV file to features that
have already been tiled with tippecanoe. It reads the tiles from an existing .mbtiles
file, matches them against the records of the CSV, and writes out a new tileset.
Tile-join is a tool for copying and merging vector mbtiles files and for
joining new attributes from a CSV file to existing features in them.
If you specify multiple source mbtiles files, they are all read and their combined
contents are written to the new mbtiles output. If they define the same layers or
the same tiles, the layers or tiles are merged.
It reads the tiles from an
existing .mbtiles file or a directory of tiles, matches them against the
records of the CSV (if one is specified), and writes out a new tileset.
If you specify multiple source mbtiles files or source directories of tiles,
all the sources are read and their combined contents are written to the new
mbtiles output. If they define the same layers or the same tiles, the layers
or tiles are merged.
The options are:
* -o *out.mbtiles*: Write the new tiles to the specified .mbtiles file
* -f: Remove *out.mbtiles* if it already exists
*-c *match.csv*: Use *match.csv* as the source for new attributes to join to the features. The first line of the file should be the key names; the other lines are values. The first column is the one to match against the existing features; the other columns are the new data to add.
*-x *key*: Remove attributes of type *key* from the output. You can use this to remove the field you are matching against if you no longer need it after joining, or to remove any other attributes you don't want.
*-i: Only include features that matched the CSV.
* -pk: Don't skip tiles larger than 500K.
### Output tileset
*`-o`*out.mbtiles* or `--output=`*out.mbtiles*: Write the new tiles to the specified .mbtiles file.
*`-e`*directory* or `--output-to-directory=`*directory*: Write the new tiles to the specified directory instead of to an mbtiles file.
*`-f` or `--force`: Remove *out.mbtiles* if it already exists.
### Tileset description and attribution
*`-A`*attribution* or `--attribution=`*attribution*: Set the attribution string.
*`-n`*name* or `--name=`*name*: Set the tileset name.
*`-N`*description* or `--description=`*description*: Set the tileset description.
### Layer filtering and naming
*`-l`*layer* or `--layer=`*layer*: Include the named layer in the output. You can specify multiple `-l` options to keep multiple layers. If you don't specify, they will all be retained.
*`-L`*layer* or `--exclude-layer=`*layer*: Remove the named layer from the output. You can specify multiple `-L` options to remove multiple layers.
*`-R`*old*`:`*new* or `--rename-layer=`*old*`:`*new*: Rename the layer named *old* to be named *new* instead. You can specify multiple `-R` options to rename multiple layers. Renaming happens before filtering.
### Zoom levels
*`-z`_zoom_ or `--maximum-zoom=`_zoom_: Don't copy tiles from higher zoom levels than the specified zoom
*`-Z`_zoom_ or `--minimum-zoom=`_zoom_: Don't copy tiles from lower zoom levels than the specified zoom
### Merging attributes from a CSV file
*`-c`*match*`.csv` or `--csv=`*match*`.csv`: Use *match*`.csv` as the source for new attributes to join to the features. The first line of the file should be the key names; the other lines are values. The first column is the one to match against the existing features; the other columns are the new data to add.
### Filtering features and feature attributes
*`-x`*key* or `--exclude=`*key*: Remove attributes of type *key* from the output. You can use this to remove the field you are matching against if you no longer need it after joining, or to remove any other attributes you don't want.
*`-i` or `--if-matched`: Only include features that matched the CSV.
*`-j`*filter* or `--feature-filter`=*filter*: Check features against a per-layer filter (as defined in the [Mapbox GL Style Specification](https://www.mapbox.com/mapbox-gl-js/style-spec/#types-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.
*`-J`*filter-file* or `--feature-filter-file`=*filter-file*: Like `-j`, but read the filter from a file.
### Setting or disabling tile size limits
*`-pk` or `--no-tile-size-limit`: Don't skip tiles larger than 500K.
*`-pC` or `--no-tile-compression`: Don't compress the PBF vector tile data.
*`-pg` or `--no-tile-stats`: Don't generate the `tilestats` row in the tileset metadata. Uploads without [tilestats](https://github.com/mapbox/mapbox-geostats) will take longer to process.
Because tile-join just copies the geometries to the new .mbtiles without processing them
constchar*sql="SELECT tile_data, zoom_level, tile_column, tile_row from tiles where zoom_level between ? and ? order by zoom_level, tile_column, tile_row;";
Builds vector tilesets \[la]https://www.mapbox.com/developers/vector-tiles/\[ra] from large (or small) collections of GeoJSON \[la]http://geojson.org/\[ra] features,
Builds vector tilesets \[la]https://www.mapbox.com/developers/vector-tiles/\[ra] from large (or small) collections of GeoJSON \[la]http://geojson.org/\[ra], Geobuf \[la]https://github.com/mapbox/geobuf\[ra], or CSV \[la]https://en.wikipedia.org/wiki/Comma-separated_values\[ra] features,
@ -48,147 +65,27 @@ The GeoJSON features need not be wrapped in a FeatureCollection.
You can concatenate multiple GeoJSON features or files together,
and it will parse out the features and ignore whatever other objects
it encounters.
.SHOptions
.SSNaming
.SHTrythisfirst
.PP
If you aren't sure what options to use, try this:
.PP
.RS
.IP\(bu2
\-l \fIname\fP or \-\-layer=\fIname\fP: Layer name (default "file" if source is file.json or output is file.mbtiles). If there are multiple input files
specified, the files are all merged into the single named layer, even if they try to specify individual names with \-L.
.IP\(bu2
\-L \fIname\fP:\fIfile.json\fP or \-\-named\-layer=\fIname\fP:\fIfile.json\fP: Specify layer names for individual files. If your shell supports it, you can use a subshell redirect like \-L \fIname\fP:<(cat dir/*.json) to specify a layer name for the output of streamed input.
.IP\(bu2
\-n \fIname\fP or \-\-name=\fIname\fP: Human\-readable name for the tileset (default file.json)
.IP\(bu2
\-A \fItext\fP or \-\-attribution=\fItext\fP: Attribution (HTML) to be shown with maps that use data from this tileset.
.RE
.SSFilecontrol
.RS
.IP\(bu2
\-o \fIfile\fP\&.mbtiles or \-\-output=\fIfile\fP\&.mbtiles: Name the output file.
.IP\(bu2
\-f or \-\-force: Delete the mbtiles file if it already exists instead of giving an error
.IP\(bu2
\-F or \-\-allow\-existing: Proceed (without deleting existing data) if the metadata or tiles table already exists
or if metadata fields can't be set
.IP\(bu2
\-t \fIdirectory\fP or \-\-temporary\-directory=\fIdirectory\fP: Put the temporary files in \fIdirectory\fP\&.
If you don't specify, it will use \fB\fC/tmp\fR\&.
.IP\(bu2
\-P or \-\-read\-parallel: Use multiple threads to read different parts of each input file at once.
This will only work if the input is line\-delimited JSON with each Feature on its
own line, because it knows nothing of the top\-level structure around the Features. Spurious "EOF" error
messages may result otherwise.
Performance will be better if the input is a named file that can be mapped into memory
rather than a stream that can only be read sequentially.
.RE
.SSZoomlevelsandresolution
.RS
.IP\(bu2
\-z \fIzoom\fP or \-\-maximum\-zoom=\fIzoom\fP: Maxzoom: the highest zoom level for which tiles are generated (default 14)
.IP\(bu2
\-Z \fIzoom\fP or \-\-minimum\-zoom=\fIzoom\fP: Minzoom: the lowest zoom level for which tiles are generated (default 0)
.IP\(bu2
\-B \fIzoom\fP or \-\-base\-zoom=\fIzoom\fP: Base zoom, the level at and above which all points are included in the tiles (default maxzoom).
If you use \-Bg, it will guess a zoom level that will keep at most 50,000 features in the densest tile.
You can also specify a marker\-width with \-Bg\fIwidth\fP to allow fewer features in the densest tile to
compensate for the larger marker, or \-Bf\fInumber\fP to allow at most \fInumber\fP features in the densest tile.
.IP\(bu2
\-d \fIdetail\fP or \-\-full\-detail=\fIdetail\fP: Detail at max zoom level (default 12, for tile resolution of 4096)
.IP\(bu2
\-D \fIdetail\fP or \-\-low\-detail=\fIdetail\fP: Detail at lower zoom levels (default 12, for tile resolution of 4096)
.IP\(bu2
\-m \fIdetail\fP or \-\-minimum\-detail=\fIdetail\fP: Minimum detail that it will try if tiles are too big at regular detail (default 7)
.IP\(bu2
\-b \fIpixels\fP or \-\-buffer=\fIpixels\fP: Buffer size where features are duplicated from adjacent tiles. Units are "screen pixels"\-\-1/256th of the tile width or height. (default 5)
.IP\(bu2
\-s \fIprojection\fP or \-\-projection=\fIprojection\fP: Specify the projection of the input data. Currently supported are EPSG:4326 (WGS84, the default) and EPSG:3857 (Web Mercator).
.IP\(bu2
\-M \fIbytes\fP or \-\-maximum\-tile\-bytes=\fIbytes\fP: Use the specified number of \fIbytes\fP as the maximum compressed tile size instead of 500K.
All internal math is done in terms of a 32\-bit tile coordinate system, so 1/(2 of the size of Earth,
or about 1cm, is the smallest distinguishable distance. If \fImaxzoom\fP + \fIdetail\fP > 32, no additional
resolution is obtained than by using a smaller \fImaxzoom\fP or \fIdetail\fP\&.
.SSProperties
.RS
.IP\(bu2
\-x \fIname\fP or \-\-exclude=\fIname\fP: Exclude the named properties from all features
.IP\(bu2
\-y \fIname\fP or \-\-include=\fIname\fP: Include the named properties in all features, excluding all those not explicitly named
.IP\(bu2
\-X or \-\-exclude\-all: Exclude all properties and encode only geometries
.RE
.SSPointsimplification
.RS
.IP\(bu2
\-r \fIrate\fP or \-\-drop\-rate=\fIrate\fP: Rate at which dots are dropped at zoom levels below basezoom (default 2.5).
If you use \-rg, it will guess a drop rate that will keep at most 50,000 features in the densest tile.
You can also specify a marker\-width with \-rg\fIwidth\fP to allow fewer features in the densest tile to
compensate for the larger marker, or \-rf\fInumber\fP to allow at most \fInumber\fP features in the densest tile.
.IP\(bu2
\-g \fIgamma\fP or \-\-gamma=\fIgamma\fP: Rate at which especially dense dots are dropped (default 0, for no effect). A gamma of 2 reduces the number of dots less than a pixel apart to the square root of their original number.
.RE
.SSLineandpolygonsimplification
.RS
.IP\(bu2
\-S \fIscale\fP or \-\-simplification=\fIscale\fP: Multiply the tolerance for line and polygon simplification by \fIscale\fP\&. The standard tolerance tries to keep
the line or polygon within one tile unit of its proper location. You can probably go up to about 10 without too much visible difference.
.RE
.SSDoingmore
.RS
.IP\(bu2
\-ac or \-\-coalesce: Coalesce adjacent line and polygon features that have the same properties.
Note that when overlapping polygons are coalesced, the overlapping region is treated as a hole,
which may not be what you want.
.IP\(bu2
\-ar or \-\-reverse: Try reversing the directions of lines to make them coalesce and compress better
.IP\(bu2
\-ao or \-\-reorder: Reorder features to put ones with the same properties in sequence, to try to get them to coalesce
.IP\(bu2
\-al or \-\-drop\-lines: Let "dot" dropping at lower zooms apply to lines too
.IP\(bu2
\-ap or \-\-drop\-polygons: Let "dot" dropping at lower zooms apply to polygons too
.IP\(bu2
\-ag or \-\-calculate\-feature\-density: Add a new attribute, \fB\fCtippecanoe_feature_density\fR, to each feature, to record how densely features are spaced in that area of the tile. You can use this attribute in the style to produce a glowing effect where points are densely packed. It can range from 0 in the sparsest areas to 255 in the densest.
.IP\(bu2
\-ab or \-\-detect\-shared\-borders: In the manner of TopoJSON \[la]https://github.com/mbostock/topojson/wiki/Introduction\[ra], detect borders that are shared between multiple polygons and simplify them identically in each polygon. This takes more time and memory than considering each polygon individually.
.IP\(bu2
\-aG or \-\-increase\-gamma\-as\-needed: If a tile is too large, try to reduce it to under 500K by increasing the \fB\fC\-g\fR gamma. The discovered gamma applies to the entire zoom level.
.IP\(bu2
\-as or \-\-drop\-densest\-as\-needed: If a tile is too large, try to reduce it to under 500K by increasing the minimum spacing between features. The discovered spacing applies to the entire zoom level.
.IP\(bu2
\-ad or \-\-drop\-fraction\-as\-needed: Dynamically drop some fraction of features from each zoom level to keep large tiles under the 500K size limit. (This is like \fB\fC\-pd\fR but applies to the entire zoom level, not to each tile.)
.IP\(bu2
\-an or \-\-drop\-smallest\-as\-needed: Dynamically drop the smallest features (physically smallest: the shortest lines or the smallest polygons) from each zoom level to keep large tiles under the 500K size limit. This option will not work for point features.
.IP\(bu2
\-aL or \-\-grid\-low\-zooms: At all zoom levels below \fImaxzoom\fP, snap all lines and polygons to a stairstep grid instead of allowing diagonals. You will also want to specify a tile resolution, probably \fB\fC\-D8\fR\&. This option provides a way to display continuous parcel, gridded, or binned data at low zooms without overwhelming the tiles with tiny polygons, since features will either get stretched out to the grid unit or lost entirely, depending on how they happened to be aligned in the original data.
.RE
.SSDoingless
.RS
.IP\(bu2
\-ps or \-\-no\-line\-simplification: Don't simplify lines
.IP\(bu2
\-pS or \-\-simplify\-only\-low\-zooms: Don't simplify lines at maxzoom (but do simplify at lower zooms)
.IP\(bu2
\-pf or \-\-no\-feature\-limit: Don't limit tiles to 200,000 features
.IP\(bu2
\-pk or \-\-no\-tile\-size\-limit: Don't limit tiles to 500K bytes
.IP\(bu2
\-pd or \-\-force\-feature\-limit: Dynamically drop some fraction of features from large tiles to keep them under the 500K size limit. It will probably look ugly at the tile boundaries. (This is like \fB\fC\-ad\fR but applies to each tile individually, not to the entire zoom level.)
.IP\(bu2
\-pi or \-\-preserve\-input\-order: Preserve the original input order of features as the drawing order instead of ordering geographically. (This is implemented as a restoration of the original order at the end, so that dot\-dropping is still geographic, which means it also undoes \-ao).
.IP\(bu2
\-pp or \-\-no\-polygon\-splitting: Don't split complex polygons (over 700 vertices after simplification) into multiple features.
.IP\(bu2
\-pc or \-\-no\-clipping: Don't clip features to the size of the tile. If a feature overlaps the tile's bounds or buffer at all, it is included completely. Be careful: this can produce very large tilesets, especially with large polygons.
.IP\(bu2
\-pD or \-\-no\-duplication: As with \-\-no\-clipping, each feature is included intact instead of cut to tile boundaries. In addition, it is included only in a single tile per zoom level rather than potentially in multiple copies. Clients of the tileset must check adjacent tiles (possibly some distance away) to ensure they have all features.
.IP\(bu2
\-pt or \-\-no\-tiny\-polygon\-reduction: Don't combine the area of very small polygons into small squares that represent their combined area.
.IP\(bu2
\-q or \-\-quiet: Work quietly instead of reporting progress
.RE
.SHExample
The \fB\fC\-zg\fR option will make Tippecanoe choose a maximum zoom level that should be
high enough to reflect the precision of the original data. (If it turns out still
not to be as detailed as you want, use \fB\fC\-z\fR manually with a higher number.)
.PP
If the tiles come out too big, the \fB\fC\-\-drop\-densest\-as\-needed\fR option will make
Tippecanoe try dropping what should be the least visible features at each zoom level.
(If it drops too many features, use \fB\fC\-x\fR to leave out some feature attributes that
you didn't really need.)
.SHExamples
.PP
Create a tileset of TIGER roads for Alameda County, to zoom level 13, with a custom layer name and description:
.PP
.RS
.nf
@ -196,11 +93,391 @@ $ tippecanoe \-o alameda.mbtiles \-l alameda \-n "Alameda County from TIGER" \-z
.fi
.RE
.PP
Create a tileset of all TIGER roads, at only zoom level 12, but with higher detail than normal,
with a custom layer name and description, and leaving out the \fB\fCLINEARID\fR and \fB\fCRTTYP\fR attributes:
There are a lot of options. A lot of the time you won't want to use any of them
other than \fB\fC\-o\fR\fIoutput\fP\fB\fC\&.mbtiles\fR to name the output file, and probably \fB\fC\-f\fR to
delete the file that already exists with that name.
.PP
If you aren't sure what the right maxzoom is for your data, \fB\fC\-zg\fR will guess one for you
based on the density of features.
.PP
Tippecanoe will normally drop a fraction of point features at zooms below the maxzoom,
to keep the low\-zoom tiles from getting too big. If you have a smaller data set where
all the points would fit without dropping any of them, use \fB\fC\-r1\fR to keep them all.
If you do want point dropping, but you still want the tiles to be denser than \fB\fC\-zg\fR
thinks they should be, use \fB\fC\-B\fR to set a basezoom lower than the maxzoom.
.PP
If some of your tiles are coming out too big in spite of the settings above, you will
often want to use \fB\fC\-\-drop\-densest\-as\-needed\fR to drop whatever fraction of the features
is necessary at each zoom level to make that zoom level's tiles work.
.PP
If your features have a lot of attributes, use \fB\fC\-y\fR to keep only the ones you really need.
.PP
If your input is formatted as newline\-delimited GeoJSON, use \fB\fC\-P\fR to make input parsing a lot faster.
.SSOutputtileset
.RS
.IP\(bu2
\fB\fC\-o\fR\fIfile\fP\fB\fC\&.mbtiles\fR or \fB\fC\-\-output=\fR\fIfile\fP\fB\fC\&.mbtiles\fR: Name the output file.
.IP\(bu2
\fB\fC\-e\fR\fIdirectory\fP or \fB\fC\-\-output\-to\-directory\fR=\fIdirectory\fP: Write tiles to the specified \fIdirectory\fP instead of to an mbtiles file.
.IP\(bu2
\fB\fC\-f\fR or \fB\fC\-\-force\fR: Delete the mbtiles file if it already exists instead of giving an error
.IP\(bu2
\fB\fC\-F\fR or \fB\fC\-\-allow\-existing\fR: Proceed (without deleting existing data) if the metadata or tiles table already exists
or if metadata fields can't be set. You probably don't want to use this.
.RE
.SSTilesetdescriptionandattribution
.RS
.IP\(bu2
\fB\fC\-n\fR\fIname\fP or \fB\fC\-\-name=\fR\fIname\fP: Human\-readable name for the tileset (default file.json)
.IP\(bu2
\fB\fC\-A\fR\fItext\fP or \fB\fC\-\-attribution=\fR\fItext\fP: Attribution (HTML) to be shown with maps that use data from this tileset.
.IP\(bu2
\fB\fC\-N\fR\fIdescription\fP or \fB\fC\-\-description=\fR\fIdescription\fP: Description for the tileset (default file.mbtiles)
.RE
.SSInputfilesandlayernames
.RS
.IP\(bu2
\fIname\fP\fB\fC\&.json\fR or \fIname\fP\fB\fC\&.geojson\fR: Read the named GeoJSON input file into a layer called \fIname\fP\&.
.IP\(bu2
\fIname\fP\fB\fC\&.json.gz\fR or \fIname\fP\fB\fC\&.geojson.gz\fR: Read the named gzipped GeoJSON input file into a layer called \fIname\fP\&.
.IP\(bu2
\fIname\fP\fB\fC\&.geobuf\fR: Read the named Geobuf input file into a layer called \fIname\fP\&.
.IP\(bu2
\fIname\fP\fB\fC\&.csv\fR: Read the named CSV input file into a layer called \fIname\fP\&.
.IP\(bu2
\fB\fC\-l\fR\fIname\fP or \fB\fC\-\-layer=\fR\fIname\fP: Use the specified layer name instead of deriving a name from the input filename or output tileset. If there are multiple input files
specified, the files are all merged into the single named layer, even if they try to specify individual names with \fB\fC\-L\fR\&.
.IP\(bu2
\fB\fC\-L\fR\fIname\fP\fB\fC:\fR\fIfile.json\fP or \fB\fC\-\-named\-layer=\fR\fIname\fP\fB\fC:\fR\fIfile.json\fP: Specify layer names for individual files. If your shell supports it, you can use a subshell redirect like \fB\fC\-L\fR\fIname\fP\fB\fC:<(cat dir/*.json)\fR to specify a layer name for the output of streamed input.
.IP\(bu2
\fB\fC\-I\fR\fIfile.json\fP\fB\fCor\fR\-\-input\-file=\fB\fC_file.json_\fR: Specify an input file as if it were named as a separate command line argument
.IP\(bu2
\fB\fC\-L{\fR\fIlayer\-json\fP\fB\fC}\fR or \fB\fC\-\-named\-layer={\fR\fIlayer\-json\fP\fB\fC}\fR: Specify an input file and layer options by a JSON object. The JSON object must contain a \fB\fC"file"\fR key to specify the filename to read from. It may also contain a \fB\fC"layer"\fR field to specify the name of the layer, and/or a \fB\fC"description"\fR field to specify the layer's description in the tileset metadata. Example:
CSV input files currently support only Point geometries, from columns named \fB\fClatitude\fR, \fB\fClongitude\fR, \fB\fClat\fR, \fB\fClon\fR, \fB\fClong\fR, \fB\fClng\fR, \fB\fCx\fR, or \fB\fCy\fR\&.
.SSParallelprocessingofinput
.RS
.IP\(bu2
\fB\fC\-P\fR or \fB\fC\-\-read\-parallel\fR: Use multiple threads to read different parts of each GeoJSON input file at once.
This will only work if the input is line\-delimited JSON with each Feature on its
own line, because it knows nothing of the top\-level structure around the Features. Spurious "EOF" error
messages may result otherwise.
Performance will be better if the input is a named file that can be mapped into memory
rather than a stream that can only be read sequentially.
.RE
.PP
If the input file begins with the RFC 8142 \[la]https://tools.ietf.org/html/rfc8142\[ra] record separator,
parallel processing of input will be invoked automatically, splitting at record separators rather
than at all newlines.
.PP
Parallel processing will also be automatic if the input file is in Geobuf format.
.SSProjectionofinput
.RS
.IP\(bu2
\fB\fC\-s\fR\fIprojection\fP or \fB\fC\-\-projection=\fR\fIprojection\fP: Specify the projection of the input data. Currently supported are \fB\fCEPSG:4326\fR (WGS84, the default) and \fB\fCEPSG:3857\fR (Web Mercator). In general you should use WGS84 for your input files if at all possible.
.RE
.SSZoomlevels
.RS
.IP\(bu2
\fB\fC\-z\fR\fIzoom\fP or \fB\fC\-\-maximum\-zoom=\fR\fIzoom\fP: Maxzoom: the highest zoom level for which tiles are generated (default 14)
.IP\(bu2
\fB\fC\-zg\fR or \fB\fC\-\-maximum\-zoom=g\fR: Guess what is probably a reasonable maxzoom based on the spacing of features.
.IP\(bu2
\fB\fC\-Z\fR\fIzoom\fP or \fB\fC\-\-minimum\-zoom=\fR\fIzoom\fP: Minzoom: the lowest zoom level for which tiles are generated (default 0)
.IP\(bu2
\fB\fC\-ae\fR or \fB\fC\-\-extend\-zooms\-if\-still\-dropping\fR: Increase the maxzoom if features are still being dropped at that zoom level.
The detail and simplification options that ordinarily apply only to the maximum zoom level will apply both to the originally
specified maximum zoom and to any levels added beyond that.
.IP\(bu2
\fB\fC\-R\fR\fIzoom\fP\fB\fC/\fR\fIx\fP\fB\fC/\fR\fIy\fP or \fB\fC\-\-one\-tile=\fR\fIzoom\fP\fB\fC/\fR\fIx\fP\fB\fC/\fR\fIy\fP: Set the minzoom and maxzoom to \fIzoom\fP and produce only
the single specified tile at that zoom level.
.RE
.SSTileresolution
.RS
.IP\(bu2
\fB\fC\-d\fR\fIdetail\fP or \fB\fC\-\-full\-detail=\fR\fIdetail\fP: Detail at max zoom level (default 12, for tile resolution of 2
.IP\(bu2
\fB\fC\-D\fR\fIdetail\fP or \fB\fC\-\-low\-detail=\fR\fIdetail\fP: Detail at lower zoom levels (default 12, for tile resolution of 2
.IP\(bu2
\fB\fC\-m\fR\fIdetail\fP or \fB\fC\-\-minimum\-detail=\fR\fIdetail\fP: Minimum detail that it will try if tiles are too big at regular detail (default 7)
.RE
.PP
All internal math is done in terms of a 32\-bit tile coordinate system, so 1/(2 of the size of Earth,
or about 1cm, is the smallest distinguishable distance. If \fImaxzoom\fP + \fIdetail\fP > 32, no additional
resolution is obtained than by using a smaller \fImaxzoom\fP or \fIdetail\fP\&.
.SSFilteringfeatureattributes
.RS
.IP\(bu2
\fB\fC\-x\fR\fIname\fP or \fB\fC\-\-exclude=\fR\fIname\fP: Exclude the named properties from all features
.IP\(bu2
\fB\fC\-y\fR\fIname\fP or \fB\fC\-\-include=\fR\fIname\fP: Include the named properties in all features, excluding all those not explicitly named
.IP\(bu2
\fB\fC\-X\fR or \fB\fC\-\-exclude\-all\fR: Exclude all properties and encode only geometries
.RE
.SSModifyingfeatureattributes
.RS
.IP\(bu2
\fB\fC\-T\fR\fIattribute\fP\fB\fC:\fR\fItype\fP or \fB\fC\-\-attribute\-type=\fR\fIattribute\fP\fB\fC:\fR\fItype\fP: Coerce the named feature \fIattribute\fP to be of the specified \fItype\fP\&.
The \fItype\fP may be \fB\fCstring\fR, \fB\fCfloat\fR, \fB\fCint\fR, or \fB\fCbool\fR\&.
If the type is \fB\fCbool\fR, then original attributes of \fB\fC0\fR (or, if numeric, \fB\fC0.0\fR, etc.), \fB\fCfalse\fR, \fB\fCnull\fR, or the empty string become \fB\fCfalse\fR, and otherwise become \fB\fCtrue\fR\&.
If the type is \fB\fCfloat\fR or \fB\fCint\fR and the original attribute was non\-numeric, it becomes \fB\fC0\fR\&.
If the type is \fB\fCint\fR and the original attribute was floating\-point, it is rounded to the nearest integer.
.IP\(bu2
\fB\fC\-Y\fR\fIattribute\fP\fB\fC:\fR\fIdescription\fP or \fB\fC\-\-attribute\-description=\fR\fIattribute\fP\fB\fC:\fR\fIdescription\fP: Set the \fB\fCdescription\fR for the specified attribute in the tileset metadata to \fIdescription\fP instead of the usual \fB\fCString\fR, \fB\fCNumber\fR, or \fB\fCBoolean\fR\&.
.IP\(bu2
\fB\fC\-E\fR\fIattribute\fP\fB\fC:\fR\fIoperation\fP or \fB\fC\-\-accumulate\-attribute=\fR\fIattribute\fP\fB\fC:\fR\fIoperation\fP: Preserve the named \fIattribute\fP from features
that are dropped, coalesced\-as\-needed, or clustered. The \fIoperation\fP may be
\fB\fCsum\fR, \fB\fCproduct\fR, \fB\fCmean\fR, \fB\fCmax\fR, \fB\fCmin\fR, \fB\fCconcat\fR, or \fB\fCcomma\fR
to specify how the named \fIattribute\fP is accumulated onto the attribute of the same name in a feature that does survive.
.RE
.SSFilteringfeaturesbyattributes
.RS
.IP\(bu2
\fB\fC\-j\fR\fIfilter\fP or \fB\fC\-\-feature\-filter\fR=\fIfilter\fP: Check features against a per\-layer filter (as defined in the Mapbox GL Style Specification \[la]https://www.mapbox.com/mapbox-gl-js/style-spec/#types-filter\[ra]) and only include those that match. Any features in layers that have no filter specified will be passed through. Filters for the layer \fB\fC"*"\fR apply to all layers. The special variable \fB\fC$zoom\fR refers to the current zoom level.
.IP\(bu2
\fB\fC\-J\fR\fIfilter\-file\fP or \fB\fC\-\-feature\-filter\-file\fR=\fIfilter\-file\fP: Like \fB\fC\-j\fR, but read the filter from a file.
.RE
.PP
Example: to find the Natural Earth countries with low \fB\fCscalerank\fR but high \fB\fCLABELRANK\fR:
\fB\fC\-r\fR\fIrate\fP or \fB\fC\-\-drop\-rate=\fR\fIrate\fP: Rate at which dots are dropped at zoom levels below basezoom (default 2.5).
If you use \fB\fC\-rg\fR, it will guess a drop rate that will keep at most 50,000 features in the densest tile.
You can also specify a marker\-width with \fB\fC\-rg\fR\fIwidth\fP to allow fewer features in the densest tile to
compensate for the larger marker, or \fB\fC\-rf\fR\fInumber\fP to allow at most \fInumber\fP features in the densest tile.
.IP\(bu2
\fB\fC\-B\fR\fIzoom\fP or \fB\fC\-\-base\-zoom=\fR\fIzoom\fP: Base zoom, the level at and above which all points are included in the tiles (default maxzoom).
If you use \fB\fC\-Bg\fR, it will guess a zoom level that will keep at most 50,000 features in the densest tile.
You can also specify a marker\-width with \fB\fC\-Bg\fR\fIwidth\fP to allow fewer features in the densest tile to
compensate for the larger marker, or \fB\fC\-Bf\fR\fInumber\fP to allow at most \fInumber\fP features in the densest tile.
.IP\(bu2
\fB\fC\-al\fR or \fB\fC\-\-drop\-lines\fR: Let "dot" dropping at lower zooms apply to lines too
.IP\(bu2
\fB\fC\-ap\fR or \fB\fC\-\-drop\-polygons\fR: Let "dot" dropping at lower zooms apply to polygons too
.IP\(bu2
\fB\fC\-K\fR\fIdistance\fP or \fB\fC\-\-cluster\-distance=\fR\fIdistance\fP: Cluster points (as with \fB\fC\-\-cluster\-densest\-as\-needed\fR, but without the experimental discovery process) that are approximately within \fIdistance\fP of each other. The units are tile coordinates within a nominally 256\-pixel tile, so the maximum value of 255 allows only one feature per tile. Values around 10 are probably appropriate for typical marker sizes. See \fB\fC\-\-cluster\-densest\-as\-needed\fR below for behavior.
\fB\fC\-as\fR or \fB\fC\-\-drop\-densest\-as\-needed\fR: If a tile is too large, try to reduce it to under 500K by increasing the minimum spacing between features. The discovered spacing applies to the entire zoom level.
.IP\(bu2
\fB\fC\-ad\fR or \fB\fC\-\-drop\-fraction\-as\-needed\fR: Dynamically drop some fraction of features from each zoom level to keep large tiles under the 500K size limit. (This is like \fB\fC\-pd\fR but applies to the entire zoom level, not to each tile.)
.IP\(bu2
\fB\fC\-an\fR or \fB\fC\-\-drop\-smallest\-as\-needed\fR: Dynamically drop the smallest features (physically smallest: the shortest lines or the smallest polygons) from each zoom level to keep large tiles under the 500K size limit. This option will not work for point features.
.IP\(bu2
\fB\fC\-aN\fR or \fB\fC\-\-coalesce\-smallest\-as\-needed\fR: Dynamically combine the smallest features (physically smallest: the shortest lines or the smallest polygons) from each zoom level into other nearby features to keep large tiles under the 500K size limit. This option will not work for point features, and will probably not help very much with LineStrings. It is mostly intended for polygons, to maintain the full original area covered by polygons while still reducing the feature count somehow. The attributes of the small polygons are \fInot\fP preserved into the combined features, only their geometry.
.IP\(bu2
\fB\fC\-aD\fR or \fB\fC\-\-coalesce\-densest\-as\-needed\fR: Dynamically combine the densest features from each zoom level into other nearby features to keep large tiles under the 500K size limit. (Again, mostly useful for polygons.)
.IP\(bu2
\fB\fC\-aS\fR or \fB\fC\-\-coalesce\-fraction\-as\-needed\fR: Dynamically combine a fraction of features from each zoom level into other nearby features to keep large tiles under the 500K size limit. (Again, mostly useful for polygons.)
.IP\(bu2
\fB\fC\-pd\fR or \fB\fC\-\-force\-feature\-limit\fR: Dynamically drop some fraction of features from large tiles to keep them under the 500K size limit. It will probably look ugly at the tile boundaries. (This is like \fB\fC\-ad\fR but applies to each tile individually, not to the entire zoom level.) You probably don't want to use this.
.IP\(bu2
\fB\fC\-aC\fR or \fB\fC\-\-cluster\-densest\-as\-needed\fR: If a tile is too large, try to reduce its size by increasing the minimum spacing between features, and leaving one placeholder feature from each group. The remaining feature will be given a \fB\fC"cluster": true\fR attribute to indicate that it represents a cluster, a \fB\fC"point_count"\fR attribute to indicate the number of features that were clustered into it, and a \fB\fC"sqrt_point_count"\fR attribute to indicate the relative width of a feature to represent the cluster. If the features being clustered are points, the representative feature will be located at the average of the original points' locations; otherwise, one of the original features will be left as the representative.
.RE
.SSDroppingtightlyoverlappingfeatures
.RS
.IP\(bu2
\fB\fC\-g\fR\fIgamma\fP or \fB\fC\-\-gamma=_gamma\fR_: Rate at which especially dense dots are dropped (default 0, for no effect). A gamma of 2 reduces the number of dots less than a pixel apart to the square root of their original number.
.IP\(bu2
\fB\fC\-aG\fR or \fB\fC\-\-increase\-gamma\-as\-needed\fR: If a tile is too large, try to reduce it to under 500K by increasing the \fB\fC\-g\fR gamma. The discovered gamma applies to the entire zoom level. You probably want to use \fB\fC\-\-drop\-densest\-as\-needed\fR instead.
.RE
.SSLineandpolygonsimplification
.RS
.IP\(bu2
\fB\fC\-S\fR\fIscale\fP or \fB\fC\-\-simplification=\fR\fIscale\fP: Multiply the tolerance for line and polygon simplification by \fIscale\fP\&. The standard tolerance tries to keep
the line or polygon within one tile unit of its proper location. You can probably go up to about 10 without too much visible difference.
.IP\(bu2
\fB\fC\-ps\fR or \fB\fC\-\-no\-line\-simplification\fR: Don't simplify lines and polygons
.IP\(bu2
\fB\fC\-pS\fR or \fB\fC\-\-simplify\-only\-low\-zooms\fR: Don't simplify lines and polygons at maxzoom (but do simplify at lower zooms)
.IP\(bu2
\fB\fC\-pt\fR or \fB\fC\-\-no\-tiny\-polygon\-reduction\fR: Don't combine the area of very small polygons into small squares that represent their combined area.
.RE
.SSAttemptstoimprovesharedpolygonboundaries
.RS
.IP\(bu2
\fB\fC\-ab\fR or \fB\fC\-\-detect\-shared\-borders\fR: In the manner of TopoJSON \[la]https://github.com/mbostock/topojson/wiki/Introduction\[ra], detect borders that are shared between multiple polygons and simplify them identically in each polygon. This takes more time and memory than considering each polygon individually.
.IP\(bu2
\fB\fC\-aL\fR or \fB\fC\-\-grid\-low\-zooms\fR: At all zoom levels below \fImaxzoom\fP, snap all lines and polygons to a stairstep grid instead of allowing diagonals. You will also want to specify a tile resolution, probably \fB\fC\-D8\fR\&. This option provides a way to display continuous parcel, gridded, or binned data at low zooms without overwhelming the tiles with tiny polygons, since features will either get stretched out to the grid unit or lost entirely, depending on how they happened to be aligned in the original data. You probably don't want to use this.
.RE
.SSControllingclippingtotileboundaries
.RS
.IP\(bu2
\fB\fC\-b\fR\fIpixels\fP or \fB\fC\-\-buffer=\fR\fIpixels\fP: Buffer size where features are duplicated from adjacent tiles. Units are "screen pixels"—1/256th of the tile width or height. (default 5)
.IP\(bu2
\fB\fC\-pc\fR or \fB\fC\-\-no\-clipping\fR: Don't clip features to the size of the tile. If a feature overlaps the tile's bounds or buffer at all, it is included completely. Be careful: this can produce very large tilesets, especially with large polygons.
.IP\(bu2
\fB\fC\-pD\fR or \fB\fC\-\-no\-duplication\fR: As with \fB\fC\-\-no\-clipping\fR, each feature is included intact instead of cut to tile boundaries. In addition, it is included only in a single tile per zoom level rather than potentially in multiple copies. Clients of the tileset must check adjacent tiles (possibly some distance away) to ensure they have all features.
.RE
.SSReorderingfeatureswithineachtile
.RS
.IP\(bu2
\fB\fC\-pi\fR or \fB\fC\-\-preserve\-input\-order\fR: Preserve the original input order of features as the drawing order instead of ordering geographically. (This is implemented as a restoration of the original order at the end, so that dot\-dropping is still geographic, which means it also undoes \fB\fC\-ao\fR).
.IP\(bu2
\fB\fC\-ao\fR or \fB\fC\-\-reorder\fR: Reorder features to put ones with the same properties in sequence, to try to get them to coalesce. You probably want to use this if you use \fB\fC\-\-coalesce\fR\&.
.IP\(bu2
\fB\fC\-ac\fR or \fB\fC\-\-coalesce\fR: Coalesce adjacent line and polygon features that have the same properties. This can be useful if you have lots of small polygons with identical attributes and you would like to merge them together.
.IP\(bu2
\fB\fC\-ar\fR or \fB\fC\-\-reverse\fR: Try reversing the directions of lines to make them coalesce and compress better. You probably don't want to use this.
.RE
.SSAddingcalculatedattributes
.RS
.IP\(bu2
\fB\fC\-ag\fR or \fB\fC\-\-calculate\-feature\-density\fR: Add a new attribute, \fB\fCtippecanoe_feature_density\fR, to each feature, to record how densely features are spaced in that area of the tile. You can use this attribute in the style to produce a glowing effect where points are densely packed. It can range from 0 in the sparsest areas to 255 in the densest.
.RE
.SSTryingtocorrectbadsourcegeometry
.RS
.IP\(bu2
\fB\fC\-aw\fR or \fB\fC\-\-detect\-longitude\-wraparound\fR: Detect when adjacent points within a feature jump to the other side of the world, and try to fix the geometry.
.RE
.SSSettingordisablingtilesizelimits
.RS
.IP\(bu2
\fB\fC\-M\fR\fIbytes\fP or \fB\fC\-\-maximum\-tile\-bytes=\fR\fIbytes\fP: Use the specified number of \fIbytes\fP as the maximum compressed tile size instead of 500K.
.IP\(bu2
\fB\fC\-O\fR\fIfeatures\fP or \fB\fC\-\-maximum\-tile\-features=\fR\fIfeatures\fP: Use the specified number of \fIfeatures\fP as the maximum in a tile instead of 200,000.
.IP\(bu2
\fB\fC\-pf\fR or \fB\fC\-\-no\-feature\-limit\fR: Don't limit tiles to 200,000 features
.IP\(bu2
\fB\fC\-pk\fR or \fB\fC\-\-no\-tile\-size\-limit\fR: Don't limit tiles to 500K bytes
.IP\(bu2
\fB\fC\-pC\fR or \fB\fC\-\-no\-tile\-compression\fR: Don't compress the PBF vector tile data.
.IP\(bu2
\fB\fC\-pg\fR or \fB\fC\-\-no\-tile\-stats\fR: Don't generate the \fB\fCtilestats\fR row in the tileset metadata. Uploads without tilestats \[la]https://github.com/mapbox/mapbox-geostats\[ra] will take longer to process.
.RE
.SSTemporarystorage
.RS
.IP\(bu2
\fB\fC\-t\fR\fIdirectory\fP or \fB\fC\-\-temporary\-directory=\fR\fIdirectory\fP: Put the temporary files in \fIdirectory\fP\&.
If you don't specify, it will use \fB\fC/tmp\fR\&.
.RE
.SSProgressindicator
.RS
.IP\(bu2
\fB\fC\-q\fR or \fB\fC\-\-quiet\fR: Work quietly instead of reporting progress or warning messages
.IP\(bu2
\fB\fC\-Q\fR or \fB\fC\-\-no\-progress\-indicator\fR: Don't report progress, but still give warnings
.IP\(bu2
\fB\fC\-U\fR\fIseconds\fP or \fB\fC\-\-progress\-interval=\fR\fIseconds\fP: Don't report progress more often than the specified number of \fIseconds\fP\&.
.IP\(bu2
\fB\fC\-v\fR or \fB\fC\-\-version\fR: Report Tippecanoe's version number
.RE
.SSMeta\-options
.RS
.IP\(bu2
\fB\fC\-h\fR\fIoptions\fP or \fB\fC\-\-options=\fR\fIoptions\fP: Process additional options from the specified literal JSON object.
.IP\(bu2
\fB\fC\-H\fR\fIconfig.json\fP or \fB\fC\-\-options\-from\-file=\fR\fIconfig.json\fP: Read additional options from the specified \fIconfig.json\fP file.
The file should contain one JSON object.
.RE
.PP
Either with directly\-specified options or options from a file, the options should be a single JSON object.
Its keys must be long or short option names. The value corresponding
to each key should be a string or number, for options with arguments, or \fB\fCnull\fR or \fB\fCtrue\fR for options that do not take arguments.
Make a tileset of TIGER roads in Tippecanoe County, leaving out all but primary and secondary roads (as classified by TIGER \[la]https://www.census.gov/geo/reference/mtfcc.html\[ra]) below zoom level 11.
The commands above will build a Docker image from the source and compile the
latest version. The image supports all tippecanoe flags and options.
.SHExamples
.PP
Check out some examples of maps made with tippecanoe \[la]MADE_WITH.md\[ra]
@ -355,28 +618,77 @@ Check out some examples of maps made with tippecanoe \[la]MADE_WITH.md\[ra]
The name is a joking reference \[la]http://en.wikipedia.org/wiki/Tippecanoe_and_Tyler_Too\[ra] to a "tiler" for making map tiles.
.SHtile\-join
.PP
Tile\-join is a tool for joining new attributes from a CSV file to features that
have already been tiled with tippecanoe. It reads the tiles from an existing .mbtiles
file, matches them against the records of the CSV, and writes out a new tileset.
Tile\-join is a tool for copying and merging vector mbtiles files and for
joining new attributes from a CSV file to existing features in them.
.PP
If you specify multiple source mbtiles files, they are all read and their combined
contents are written to the new mbtiles output. If they define the same layers or
the same tiles, the layers or tiles are merged.
It reads the tiles from an
existing .mbtiles file or a directory of tiles, matches them against the
records of the CSV (if one is specified), and writes out a new tileset.
.PP
If you specify multiple source mbtiles files or source directories of tiles,
all the sources are read and their combined contents are written to the new
mbtiles output. If they define the same layers or the same tiles, the layers
or tiles are merged.
.PP
The options are:
.SSOutputtileset
.RS
.IP\(bu2
\-o\fIout.mbtiles\fP: Write the new tiles to the specified .mbtiles file
\fB\fC\-o\fR\fIout.mbtiles\fP or \fB\fC\-\-output=\fR\fIout.mbtiles\fP: Write the new tiles to the specified .mbtiles file.
.IP\(bu2
\-f: Remove \fIout.mbtiles\fP if it already exists
\fB\fC\-e\fR\fIdirectory\fP or \fB\fC\-\-output\-to\-directory=\fR\fIdirectory\fP: Write the new tiles to the specified directory instead of to an mbtiles file.
.IP\(bu2
\-c \fImatch.csv\fP: Use \fImatch.csv\fP as the source for new attributes to join to the features. The first line of the file should be the key names; the other lines are values. The first column is the one to match against the existing features; the other columns are the new data to add.
\fB\fC\-f\fR or \fB\fC\-\-force\fR: Remove \fIout.mbtiles\fP if it already exists.
.RE
.SSTilesetdescriptionandattribution
.RS
.IP\(bu2
\-x \fIkey\fP: Remove attributes of type \fIkey\fP from the output. You can use this to remove the field you are matching against if you no longer need it after joining, or to remove any other attributes you don't want.
\fB\fC\-A\fR\fIattribution\fP or \fB\fC\-\-attribution=\fR\fIattribution\fP: Set the attribution string.
.IP\(bu2
\-i: Only include features that matched the CSV.
\fB\fC\-n\fR\fIname\fP or \fB\fC\-\-name=\fR\fIname\fP: Set the tileset name.
.IP\(bu2
\-pk: Don't skip tiles larger than 500K.
\fB\fC\-N\fR\fIdescription\fP or \fB\fC\-\-description=\fR\fIdescription\fP: Set the tileset description.
.RE
.SSLayerfilteringandnaming
.RS
.IP\(bu2
\fB\fC\-l\fR\fIlayer\fP or \fB\fC\-\-layer=\fR\fIlayer\fP: Include the named layer in the output. You can specify multiple \fB\fC\-l\fR options to keep multiple layers. If you don't specify, they will all be retained.
.IP\(bu2
\fB\fC\-L\fR\fIlayer\fP or \fB\fC\-\-exclude\-layer=\fR\fIlayer\fP: Remove the named layer from the output. You can specify multiple \fB\fC\-L\fR options to remove multiple layers.
.IP\(bu2
\fB\fC\-R\fR\fIold\fP\fB\fC:\fR\fInew\fP or \fB\fC\-\-rename\-layer=\fR\fIold\fP\fB\fC:\fR\fInew\fP: Rename the layer named \fIold\fP to be named \fInew\fP instead. You can specify multiple \fB\fC\-R\fR options to rename multiple layers. Renaming happens before filtering.
.RE
.SSZoomlevels
.RS
.IP\(bu2
\fB\fC\-z\fR\fIzoom\fP or \fB\fC\-\-maximum\-zoom=\fR\fIzoom\fP: Don't copy tiles from higher zoom levels than the specified zoom
.IP\(bu2
\fB\fC\-Z\fR\fIzoom\fP or \fB\fC\-\-minimum\-zoom=\fR\fIzoom\fP: Don't copy tiles from lower zoom levels than the specified zoom
.RE
.SSMergingattributesfromaCSVfile
.RS
.IP\(bu2
\fB\fC\-c\fR\fImatch\fP\fB\fC\&.csv\fR or \fB\fC\-\-csv=\fR\fImatch\fP\fB\fC\&.csv\fR: Use \fImatch\fP\fB\fC\&.csv\fR as the source for new attributes to join to the features. The first line of the file should be the key names; the other lines are values. The first column is the one to match against the existing features; the other columns are the new data to add.
.RE
.SSFilteringfeaturesandfeatureattributes
.RS
.IP\(bu2
\fB\fC\-x\fR\fIkey\fP or \fB\fC\-\-exclude=\fR\fIkey\fP: Remove attributes of type \fIkey\fP from the output. You can use this to remove the field you are matching against if you no longer need it after joining, or to remove any other attributes you don't want.
.IP\(bu2
\fB\fC\-i\fR or \fB\fC\-\-if\-matched\fR: Only include features that matched the CSV.
.IP\(bu2
\fB\fC\-j\fR\fIfilter\fP or \fB\fC\-\-feature\-filter\fR=\fIfilter\fP: Check features against a per\-layer filter (as defined in the Mapbox GL Style Specification \[la]https://www.mapbox.com/mapbox-gl-js/style-spec/#types-filter\[ra]) and only include those that match. Any features in layers that have no filter specified will be passed through. Filters for the layer \fB\fC"*"\fR apply to all layers.
.IP\(bu2
\fB\fC\-J\fR\fIfilter\-file\fP or \fB\fC\-\-feature\-filter\-file\fR=\fIfilter\-file\fP: Like \fB\fC\-j\fR, but read the filter from a file.
.RE
.SSSettingordisablingtilesizelimits
.RS
.IP\(bu2
\fB\fC\-pk\fR or \fB\fC\-\-no\-tile\-size\-limit\fR: Don't skip tiles larger than 500K.
.IP\(bu2
\fB\fC\-pC\fR or \fB\fC\-\-no\-tile\-compression\fR: Don't compress the PBF vector tile data.
.IP\(bu2
\fB\fC\-pg\fR or \fB\fC\-\-no\-tile\-stats\fR: Don't generate the \fB\fCtilestats\fR row in the tileset metadata. Uploads without tilestats \[la]https://github.com/mapbox/mapbox-geostats\[ra] will take longer to process.
.RE
.PP
Because tile\-join just copies the geometries to the new .mbtiles without processing them
@ -468,12 +780,98 @@ tippecanoe\-decode file.vector.pbf zoom x y
.fi
.RE
.PP
If you decode an entire file, you get a nested \fB\fCFeatureCollection\fR identifying each
Unless you use \fB\fC\-c\fR, the output is a set of nested FeatureCollections identifying each
tile and layer separately. Note that the same features generally appear at all zooms,
so the output for the file will have many copies of the same features at different
resolutions.
.SSOptions
.RS
.IP\(bu2
\-t \fIprojection\fP: Specify the projection of the output data. Currently supported are EPSG:4326 (WGS84, the default) and EPSG:3857 (Web Mercator).
\fB\fC\-s\fR\fIprojection\fP or \fB\fC\-\-projection=\fR\fIprojection\fP: Specify the projection of the output data. Currently supported are EPSG:4326 (WGS84, the default) and EPSG:3857 (Web Mercator).
.IP\(bu2
\fB\fC\-z\fR\fImaxzoom\fP or \fB\fC\-\-maximum\-zoom=\fR\fImaxzoom\fP: Specify the highest zoom level to decode from the tileset
.IP\(bu2
\fB\fC\-Z\fR\fIminzoom\fP or \fB\fC\-\-minimum\-zoom=\fR\fIminzoom\fP: Specify the lowest zoom level to decode from the tileset
.IP\(bu2
\fB\fC\-l\fR\fIlayer\fP or \fB\fC\-\-layer=\fR\fIlayer\fP: Decode only layers with the specified names. (Multiple \fB\fC\-l\fR options can be specified.)
.IP\(bu2
\fB\fC\-c\fR or \fB\fC\-\-tag\-layer\-and\-zoom\fR: Include each feature's layer and zoom level as part of its \fB\fCtippecanoe\fR object rather than as a FeatureCollection wrapper
.IP\(bu2
\fB\fC\-S\fR or \fB\fC\-\-stats\fR: Just report statistics about each tile's size and the number of features in it, as a JSON structure.
.IP\(bu2
\fB\fC\-f\fR or \fB\fC\-\-force\fR: Decode tiles even if polygon ring order or closure problems are detected
.RE
.SHtippecanoe\-json\-tool
.PP
Extracts GeoJSON features or standalone geometries as line\-delimited JSON objects from a larger JSON file,
following the same extraction rules that Tippecanoe uses when parsing JSON.
.PP
.RS
.nf
tippecanoe\-json\-tool file.json [... file.json]
.fi
.RE
.PP
Optionally also wraps them in a FeatureCollection or GeometryCollection as appropriate.
.PP
Optionally extracts an attribute from the GeoJSON \fB\fCproperties\fR for sorting.
.PP
Optionally joins a sorted CSV of new attributes to a sorted GeoJSON file.
.PP
The reason for requiring sorting is so that it is possible to work on CSV and GeoJSON files that are larger
than can comfortably fit in memory by streaming through them in parallel, in the same way that the Unix
\fB\fCjoin\fR command does. The Unix \fB\fCsort\fR command can be used to sort large files to prepare them for joining.
.PP
The sorting interface is weird, and future version of \fB\fCtippecanoe\-json\-tool\fR will replace it with
something better.
.SSOptions
.RS
.IP\(bu2
\fB\fC\-w\fR or \fB\fC\-\-wrap\fR: Add the FeatureCollection or GeometryCollection wrapper.
.IP\(bu2
\fB\fC\-e\fR\fIattribute\fP or \fB\fC\-\-extract=\fR\fIattribute\fP: Extract the named attribute as a prefix to each feature.
The formatting makes excessive use of \fB\fC\\u\fR quoting so that it follows JSON string rules but will still
be sorted correctly by tools that just do ASCII comparisons.
.IP\(bu2
\fB\fC\-c\fR\fIfile.csv\fP or \fB\fC\-\-csv=\fR\fIfile.csv\fP: Join properties from the named sorted CSV file, using its first column as the join key. Geometries will be passed through even if they do not match the CSV; CSV lines that do not match a geometry will be discarded.
.RE
.SSExample
.PP
Join Census LEHD (Longitudinal Employer\-Household Dynamics \[la]https://lehd.ces.census.gov/\[ra]) employment data to a file of Census block geography
for Tippecanoe County, Indiana.
.PP
Download Census block geometry, and convert to GeoJSON:
6,30,0,Admin-0 capital,Palikir,,,0,Palikir,1.00000000000,,,0.00000000000,0,Federated States of Micronesia,FSM,Federated States of Micronesia,FSM,,FM,,6.91664369601,158.14997432400,4.00000000000,0,Changed scale rank.,4645,4645,0,4,4,2081986.00000000000,,Palikir,1,5,6.0
6,30,0,Admin-0 capital alt,Bir Lehlou,,,0,Bir Lehlou,0.00000000000,1,Claimed as inte,0.00000000000,0,Western Sahara,SAH,Western Sahara,SAH,,EH,,26.11916668600,-9.65252221825,4.00000000000,1,Added place.,500,200,0,2,1,-1.00000000000,,,2,0,6.0
4,50,8,Admin-0 capital,Port-of-Spain,,,0,Port-of-Spain,1.00000000000,,,0.00000000000,0,Trinidad and Tobago,TTO,Trinidad and Tobago,TTO,Port of Spain,TT,,10.65199708960,-61.51703088540,4.00000000000,0,Changed scale rank.,294934,49031,419082,10,7,3573890.00000000000,,Port-of-Spain,1,5,5.1
4,50,8,Admin-0 capital alt,The Hague,,,0,The Hague,0.00000000000,1,"Official, legis",0.00000000000,0,Kingdom of the Netherlands,NLD,Netherlands,NLD,Zuid-Holland,NL,,52.08003684400,4.26996130231,0.00000000000,0,,1406000,501725,688599,12,11,2747373.00000000000,,The Hague,1,0,5.6
4,50,5,Admin-0 capital alt,Baguio City,,,0,Baguio City,0.00000000000,1,,0.00000000000,0,Philippines,PHL,Philippines,PHL,Benguet,PH,,16.42999066060,120.56994258500,40.00000000000,0,Changed scale rank.,447824,272714,164877,10,10,1728930.00000000000,,Baguio City,1,0,5.6
4,50,5,Admin-0 capital alt,Dodoma,,,0,Dodoma,0.00000000000,1,Offical capital,0.00000000000,0,United Republic of Tanzania,TZA,Tanzania,TZA,Dodoma,TZ,,-6.18330605177,35.75000362010,4.00000000000,0,Location adjusted.,218269,180541,0,10,9,160196.00000000000,,Dodoma,1,0,5.6
4,50,5,Admin-0 capital alt,Laayoune,,,0,Laayoune,0.00000000000,1,Claimed as capi,0.00000000000,0,Morocco,MAR,Morocco,MAR,Laâyoune - Boujdour - Sakia El Hamra,MA,,27.14998231910,-13.20000594220,0.00000000000,0,,188084,176365,176365,9,9,2462881.00000000000,,Laayoune,1,0,5.6
4,50,6,Admin-0 capital alt,Putrajaya,,,0,Putrajaya,0.00000000000,1,Administrative,0.00000000000,0,Malaysia,MYS,Malaysia,MYS,Selangor,MY,,2.91401979462,101.70194698000,0.00000000000,0,,67964,50000,956431,8,7,6697380.00000000000,,Putrajaya,1,5,5.6
4,50,2,Admin-0 capital alt,Kyoto,,,0,Kyoto,0.00000000000,1,Official capita,0.00000000000,1,Japan,JPN,Japan,JPN,Kyoto,JP,,35.02999228820,135.74999792400,0.00000000000,0,,1805000,1459640,1827367,12,12,1857910.00000000000,Kyoto,Kyoto,1,0,5.1
4,50,8,Admin-0 capital alt,Porto-Novo,,,0,Porto-Novo,0.00000000000,1,Official capita,0.00000000000,0,Benin,BEN,Benin,BEN,Ouémé,BJ,,6.48331097302,2.61662552757,0.00000000000,0,,300000,234168,806945,10,10,2392087.00000000000,,Porto-Novo,1,0,5.6
4,50,0,Admin-0 capital,Kingstown,,,0,Kingstown,1.00000000000,,,0.00000000000,0,Saint Vincent and the Grenadines,VCT,Saint Vincent and the Grenadines,VCT,,VC,,13.14827882790,-61.21206242030,4.00000000000,0,Location adjusted. Changed scale rank.,49485,24518,0,7,7,4359981.00000000000,,Kingstown,1,5,5.1
4,50,0,Admin-0 capital,Basseterre,,,0,Basseterre,1.00000000000,,,0.00000000000,0,Saint Kitts and Nevis,KNA,Saint Kitts and Nevis,KNA,,KN,,17.30203045550,-62.71700931970,4.00000000000,0,Changed scale rank.,21887,15500,21887,7,6,3575551.00000000000,,Basseterre,1,5,5.6
3,110,8,Admin-0 capital,Abu Dhabi,,,0,Abu Dhabi,1.00000000000,,,0.00000000000,0,United Arab Emirates,ARE,United Arab Emirates,ARE,Abu Dhabi,AE,,24.46668357240,54.36659338260,0.00000000000,0,,603492,560230,560230,11,11,292968.00000000000,,Abu Dhabi,1,0,5.0
3,110,8,Admin-0 capital,Port Moresby,,,0,Port Moresby,1.00000000000,,,0.00000000000,0,Papua New Guinea,PNG,Papua New Guinea,PNG,Central,PG,,-9.46470782587,147.19250362100,0.00000000000,0,,283733,251136,251304,10,10,2088122.00000000000,,Port Moresby,1,0,4.0
3,110,8,Admin-0 capital,Panama City,,Ciudad de Panam,0,Panama City,1.00000000000,,,0.00000000000,1,Panama,PAN,Panama,PAN,Panama,PA,,8.96801719048,-79.53303715180,0.00000000000,0,,1281000,408168,939725,12,10,3703443.00000000000,Ciudad de Panam,Panama City1,1,0,5.0
3,110,2,Admin-0 capital,Abuja,,,0,Abuja,1.00000000000,,Official and ad,0.00000000000,1,Nigeria,NGA,Nigeria,NGA,Federal Capital Territory,NG,,9.08333314914,7.53332800155,4.00000000000,0,Changed scale rank.,1576000,162135,0,12,9,2322794.00000000000,Abuja,Abuja,1,5,4.0
3,110,8,Admin-0 capital,Guatemala,,Ciudad de Guatemala (Guatemala City),0,Guatemala,1.00000000000,,,0.00000000000,1,Guatemala,GTM,Guatemala,GTM,Guatemala,GT,,14.62113466280,-90.52696557790,0.00000000000,0,,1024000,994938,2391150,12,11,3598132.00000000000,Ciudad de Guatemala (Guatemala City),Guatemala,1,0,5.0
3,110,8,Admin-0 capital,Belgrade,Beograd,,0,Belgrade,1.00000000000,,,0.00000000000,1,Republic of Serbia,SRB,Serbia,SRB,Grad Beograd,RS,,44.81864544580,20.46799068060,0.00000000000,0,,1099000,1099000,1271541,12,12,792680.00000000000,Beograd,Belgrade,1,0,5.0
3,110,8,Admin-0 capital,Bandar Seri Begawan,,,0,Bandar Seri Begawan,1.00000000000,,,0.00000000000,0,Brunei,BRN,Brunei,BRN,Brunei and Muara,BN,,4.88333111462,114.93328405700,0.00000000000,0,,296500,140000,222513,10,9,1820906.00000000000,,Bandar Seri Begawan,1,0,5.0
3,110,3,Admin-0 capital,Canberra,,,0,Canberra,1.00000000000,,,0.00000000000,0,Australia,AUS,Australia,AUS,Australian Capital Territory,AU,,-35.28302854540,149.12902624400,4.00000000000,0,Location adjusted.,327700,234032,0,10,10,2172517.00000000000,,Canberra,1,0,4.0
3,110,8,Admin-0 capital,Sarajevo,,,0,Sarajevo,1.00000000000,,,0.00000000000,0,Bosnia and Herzegovina,BIH,Bosnia and Herzegovina,BIH,Sarajevo,BA,,43.85002239900,18.38300166700,0.00000000000,0,,696731,628902,627065,11,11,3191281.00000000000,,Sarajevo,1,5,5.0
3,110,0,Admin-0 capital,São Tomé,,,1,Sao Tome,1.00000000000,,,0.00000000000,0,Sao Tome and Principe,STP,Sao Tome and Principe,STP,,ST,,0.33340211883,6.73332515323,0.00000000000,0,,88219,56166,88219,8,8,3388092.00000000000,,Sao Tome,1,5,5.0
3,110,0,Admin-0 capital,Jerusalem,,,0,Jerusalem,1.00000000000,,De facto capita,0.00000000000,0,Israel,IS1,Israel,ISR,Jerusalem,IL,,31.77840781560,35.20662593460,0.00000000000,0,,1029300,801000,1072567,12,11,281184.00000000000,,Jerusalem,1,0,3.7
3,110,0,Admin-0 capital,Nicosia,,,0,Nicosia,1.00000000000,,Capital of both,0.00000000000,0,Cyprus,CYP,Cyprus,CYP,,CY,,35.16667645170,33.36663488640,0.00000000000,0,,224300,200452,222985,10,10,146268.00000000000,,Nicosia,1,5,5.0
2,200,5,Admin-0 capital,Dar es Salaam,,,0,Dar es Salaam,1.00000000000,,De facto capita,0.00000000000,1,United Republic of Tanzania,TZA,Tanzania,TZA,Dar-Es-Salaam,TZ,,-6.80001259474,39.26834183630,5.00000000000,0,Changed scale rank.,2930000,2698652,2757835,12,12,160263.00000000000,Dar es Salaam,Dar es Salaam,1,0,4.0
2,200,6,Admin-0 capital,Kuala Lumpur,,,0,Kuala Lumpur,1.00000000000,,Official and le,1.00000000000,1,Malaysia,MYS,Malaysia,MYS,Selangor,MY,,3.16666587210,101.69998327500,0.00000000000,0,,1448000,1448000,2667990,12,12,1735161.00000000000,Kuala Lumpur,Kuala Lumpur,1,0,4.0
2,200,6,Admin-0 capital,Havana,,La Habana,0,Havana,1.00000000000,,,0.00000000000,1,Cuba,CUB,Cuba,CUB,Ciudad de la Habana,CU,,23.13195884090,-82.36418217130,5.00000000000,0,Changed scale rank.,2174000,1990917,1930305,12,12,3553478.00000000000,La Habana,Havana,1,0,4.0
2,200,7,Admin-0 capital,Tripoli,,,0,Tripoli,1.00000000000,,,0.00000000000,1,Libya,LBY,Libya,LBY,Tajura' wa an Nawahi al Arba,LY,,32.89250001940,13.18001175810,5.00000000000,0,Changed scale rank.,2189000,229398,1149981,12,10,-1.00000000000,Tarabulus,Tripoli1,1,0,4.0
1,300,1,Populated place,San Francisco,,San Francisco-Oakland,0,San Francisco,0.00000000000,,,1.00000000000,1,United States,USA,United States of America,USA,California,US,,37.74000775050,-122.45997766300,0.00000000000,0,,3450000,732072,27400,12,11,5391959.00000000000,San Francisco-Oakland,San Francisco1,1,0,2.7
1,300,1,Admin-1 capital,Denver,,Denver-Aurora,0,Denver,0.00000000000,,,0.00000000000,1,United States,USA,United States of America,USA,Colorado,US,,39.73918804840,-104.98401595200,5.00000000000,0,Changed scale rank.,2313000,1548599,1521278,12,12,5419384.00000000000,Denver-Aurora,Denver,1,0,3.7
1,300,1,Populated place,Houston,,,0,Houston,0.00000000000,,,0.00000000000,1,United States,USA,United States of America,USA,Texas,US,,29.81997438460,-95.33997929050,5.00000000000,0,Changed scale rank.,4459000,3647574,3607616,12,12,4699066.00000000000,Houston,Houston,1,0,3.0
1,300,1,Populated place,Miami,,,0,Miami,0.00000000000,,,1.00000000000,1,United States,USA,United States of America,USA,Florida,US,,25.78761069640,-80.22410608080,0.00000000000,0,,5585000,382894,1037811,13,10,4164138.00000000000,Miami,Miami,1,0,2.1
1,300,1,Admin-1 capital,Atlanta,,,0,Atlanta,0.00000000000,,,1.00000000000,1,United States,USA,United States of America,USA,Georgia,US,,33.83001385400,-84.39994938330,0.00000000000,0,,4506000,422908,2874096,12,10,4180439.00000000000,Atlanta,Atlanta,1,0,3.0
1,300,1,Populated place,Chicago,,,0,Chicago,0.00000000000,,,1.00000000000,1,United States,USA,United States of America,USA,Illinois,US,,41.82999066070,-87.75005497410,0.00000000000,0,,8990000,2841952,3635101,13,12,4887398.00000000000,Chicago,Chicago,1,0,3.0
1,300,8,Admin-1 capital,Dubai,Dubayy,,0,Dubai,0.00000000000,,,1.00000000000,1,United Arab Emirates,ARE,United Arab Emirates,ARE,Dubay,AE,,25.22999615380,55.27997432340,1.00000000000,1,Name changed.,1379000,1137347,1166878,12,12,292223.00000000000,Dubayy,Dubayy,1,0,3.7
1,300,3,Admin-0 capital,Madrid,,,0,Madrid,1.00000000000,,,1.00000000000,1,Kingdom of Spain,ESP,Spain,ESP,Comunidad de Madrid,ES,,40.40002626450,-3.68335168600,0.00000000000,0,,5567000,50437,3673427,13,8,3117735.00000000000,Madrid,Madrid,1,0,3.0
1,300,8,Admin-0 capital,Amsterdam,,,0,Amsterdam,1.00000000000,,De facto capita,1.00000000000,1,Kingdom of the Netherlands,NLD,Netherlands,NLD,Noord-Holland,NL,,52.34996868810,4.91664017601,0.00000000000,0,,1031000,741636,962488,12,11,2759794.00000000000,Amsterdam,Amsterdam,1,0,3.7
1,300,5,Admin-0 capital,Manila,,,0,Manila,1.00000000000,,"Official, de fa",1.00000000000,1,Philippines,PHL,Philippines,PHL,Metropolitan Manila,PH,,14.60415895480,120.98221716200,0.00000000000,0,,11100000,3077575,2381280,14,12,1701668.00000000000,Manila,Manila,1,0,2.7
1,300,2,Admin-1 region capital,Ōsaka,,Osaka-Kobe,0,Osaka,0.00000000000,,,1.00000000000,1,Japan,JPN,Japan,JPN,Osaka,JP,,34.75003521630,135.46014481500,4.00000000000,0,Changed feature to Admin-0 region capital.,11294000,2592413,9630783,14,12,1853909.00000000000,Osaka-Kobe,Osaka,1,5,3.0
1,300,3,Admin-0 capital,Buenos Aires,,,0,Buenos Aires,1.00000000000,,,1.00000000000,1,Argentina,ARG,Argentina,ARG,Ciudad de Buenos Aires,AR,,-34.60250160850,-58.39753137370,0.00000000000,0,,12795000,10929146,10271457,14,14,3435910.00000000000,Buenos Aires,Buenos Aires,1,0,2.1
0,600,1,Populated place,Los Angeles,,Los Angeles-Long Beach-Santa Ana,0,Los Angeles,0.00000000000,,,1.00000000000,1,United States,USA,United States of America,USA,California,US,,33.98997825020,-118.17998051100,0.00000000000,0,,12500000,3694820,142265,14,12,5368361.00000000000,Los Angeles-Long Beach-Santa Ana,Los Angeles1,1,0,2.0
0,600,1,Admin-0 capital,"Washington, D.C.",,Washington D.C.,0,"Washington, D.C.",1.00000000000,,,1.00000000000,1,United States,USA,United States of America,USA,District of Columbia,US,,38.89954937650,-77.00941858080,0.00000000000,0,,4338000,552433,2175991,12,11,4140963.00000000000,"Washington, D.C.","Washington, D.C.",1,5,2.1
0,600,1,Populated place,New York,,New York-Newark,0,New York,0.00000000000,,UN Headquarters,1.00000000000,1,United States,USA,United States of America,USA,New York,US,,40.74997906400,-73.98001692880,0.00000000000,0,,19040000,8008278,9292603,14,13,5128581.00000000000,New York-Newark,New York,1,0,1.7
0,600,2,Admin-0 capital,Mexico City,,Ciudad de M,0,Mexico City,1.00000000000,,,1.00000000000,1,Mexico,MEX,Mexico,MEX,Distrito Federal,MX,,19.44244244280,-99.13098820170,0.00000000000,0,,19028000,10811002,10018444,14,14,3530597.00000000000,Ciudad de Mdxico,Mexico City,1,0,2.1
0,600,2,Admin-0 capital alt,Lagos,,,0,Lagos,0.00000000000,1,Former capital,1.00000000000,1,Nigeria,NGA,Nigeria,NGA,Lagos,NG,,6.44326165348,3.39153107121,4.00000000000,0,Location adjusted. Changed scale rank.,9466000,1536,6567892,13,3,2332459.00000000000,Lagos,Lagos,1,0,2.0
0,600,2,Admin-0 capital,Tokyo,,,0,Tokyo,1.00000000000,,De facto capita,1.00000000000,1,Japan,JPN,Japan,JPN,Tokyo,JP,,35.68501690580,139.75140742900,0.00000000000,0,,35676000,8336599,12945252,14,13,1850147.00000000000,Tokyo,Tokyo,1,0,1.7
0,600,1,Admin-1 capital,Rio de Janeiro,,,0,Rio de Janeiro,0.00000000000,,,1.00000000000,1,Brazil,BRA,Brazil,BRA,Rio de Janeiro,BR,,-22.92502317420,-43.22502079420,0.00000000000,0,,11748000,2010175,1821489,14,12,3451190.00000000000,Rio de Janeiro,Rio de Janeiro,1,0,1.7
0,600,0,Admin-0 region capital,Hong Kong,,,0,Hong Kong,0.00000000000,,,1.00000000000,1,China,CHN,Hong Kong S.A.R.,HKG,,HK,,22.30498089500,114.18500931700,0.00000000000,0,,7206000,4551579,4549026,13,12,1819729.00000000000,Hong Kong,Hong Kong,1,0,3.0
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
0,600,0,Admin-0 region capital,Hong Kong,,,0,Hong Kong,0.00000000000,,,1.00000000000,1,China,CHN,Hong Kong S.A.R.,HKG,,HK,,nan,114.18500931700,0.00000000000,0,,7206000,4551579,4549026,13,12,1819729.00000000000,Hong Kong,Hong Kong,1,0,3.0
0,600,0,Admin-0 region capital,Hong Kong,,,0,Hong Kong,0.00000000000,,,1.00000000000,1,China,CHN,Hong Kong S.A.R.,HKG,,HK,,inf,114.18500931700,0.00000000000,0,,7206000,4551579,4549026,13,12,1819729.00000000000,Hong Kong,Hong Kong,1,0,3.0
0,600,0,Admin-0 region capital,Hong Kong,,,0,Hong Kong,0.00000000000,,,1.00000000000,1,China,CHN,Hong Kong S.A.R.,HKG,,HK,,22.30498089500,nan,0.00000000000,0,,7206000,4551579,4549026,13,12,1819729.00000000000,Hong Kong,Hong Kong,1,0,3.0
0,600,0,Admin-0 region capital,Hong Kong,,,0,Hong Kong,0.00000000000,,,1.00000000000,1,China,CHN,Hong Kong S.A.R.,HKG,,HK,,22.30498089500,inf,0.00000000000,0,,7206000,4551579,4549026,13,12,1819729.00000000000,Hong Kong,Hong Kong,1,0,3.0
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