Merge pull request #980 from curran/patch-1

Point to active fork.

.dockerignore

@@ -2,3 +2,4 @@
 .gitignore
 .git
 Dockerfile
+Dockerfile.centos7

.gitignore

@@ -34,10 +34,19 @@ tippecanoe
 tile-join
 tippecanoe-decode
 tippecanoe-enumerate
+tippecanoe-json-tool
 unit
 
+# Tests
+tests/**/*.mbtiles
+tests/**/*.check
+tests/**/*.geobuf
+
 # Vim
 *.swp
 
-# Mac 
+# Mac
 .DS_Store
+
+# Nodejs
+node_modules

.travis.yml

@@ -6,6 +6,32 @@ sudo: false
 
 matrix:
   include:
+    # test on docker+centos7
+    - os: linux
+      compiler: clang
+      services:
+       - docker
+      sudo: true
+      dist: trusty
+      env: DOCKERFILE=Dockerfile.centos7
+      before_install: []
+      install:
+        - docker build -t tippecanoe-image -f ${DOCKERFILE} .
+      script:
+        - docker run -it tippecanoe-image
+    # test on docker+ubuntu
+    - os: linux
+      compiler: clang
+      services:
+       - docker
+      sudo: true
+      dist: trusty
+      env: DOCKERFILE=Dockerfile
+      before_install: []
+      install:
+        - docker build -t tippecanoe-image -f ${DOCKERFILE} .
+      script:
+        - docker run -it tippecanoe-image
     # debug+integer-santizer build
     - os: linux
       compiler: clang
@@ -17,7 +43,7 @@ matrix:
     # debug+leak+address-sanitizer build
     - os: linux
       compiler: clang
-      env: CLANG_VERSION='3.8.0' BUILDTYPE=Debug ASAN_OPTIONS=detect_leaks=1 CC="clang-3.8" CXX="clang++-3.8" CXXFLAGS="-fsanitize=address" CFLAGS="-fsanitize=address" LDFLAGS="-fsanitize=address" FEWER=true
+      env: CLANG_VERSION='3.8.0' BUILDTYPE=Debug ASAN_OPTIONS=detect_leaks=1 CC="clang-3.8" CXX="clang++-3.8" CXXFLAGS="-fsanitize=address,undefined" CFLAGS="-fsanitize=address,undefined" LDFLAGS="-fsanitize=address,undefined" FEWER=true
       addons:
         apt:
           sources: ['ubuntu-toolchain-r-test' ]
@@ -26,6 +52,13 @@ matrix:
     - os: linux
       compiler: clang
       env: CLANG_VERSION='3.8.0' BUILDTYPE=Debug CC="clang-3.8" CXX="clang++-3.8" CXXFLAGS="--coverage" CFLAGS="--coverage" LDFLAGS="--coverage"
+      after_script:
+        - mason install llvm-cov 3.9.1
+        - mason link llvm-cov 3.9.1
+        - which llvm-cov
+        - curl -S -f https://codecov.io/bash -o codecov
+        - chmod +x codecov
+        - ./codecov -x "llvm-cov gcov" -Z
       addons:
         apt:
           sources: ['ubuntu-toolchain-r-test' ]
@@ -75,8 +108,3 @@ script:
        BUILDTYPE=${BUILDTYPE} make fewer-tests; else
        BUILDTYPE=${BUILDTYPE} make test geobuf-test;
    fi
- - if [ -n "${COVERAGE}" ]; then
-       /usr/bin/llvm-cov-3.5 -lp *.o;
-       pip install --user cpp-coveralls;
-       ~/.local/bin/coveralls --no-gcov -i ./ --exclude clipper;
-   fi

CHANGELOG.md

@@ -1,3 +1,328 @@
+## 1.36.0
+
+* Update Wagyu to version 0.5.0
+
+## 1.35.0
+
+* Fix calculation of mean when accumulating attributes in clusters
+
+## 1.34.6
+
+* Fix crash when there are null entries in the metadata table
+
+## 1.34.5
+
+* Fix line numbers in GeoJSON feature parsing error messages
+
+## 1.34.4
+
+* Be careful to avoid undefined behavior from shifting negative numbers
+
+## 1.34.3
+
+* Add an option to keep intersection nodes from being simplified away
+
+## 1.34.2
+
+* Be more consistent about when longitudes beyond 180 are allowed.
+  Now if the entire feature is beyond 180, it will still appear.
+
+## 1.34.1
+
+* Don't run shell filters if the current zoom is below the minzoom
+* Fix -Z and -z for tile directories in tile-join and tippecanoe-decode
+* Return a successful error status for --help and --version
+
+## 1.34.0
+
+* Record the command line options in the tileset metadata
+
+## 1.33.0
+
+* MultiLineStrings were previously ignored in Geobuf input
+
+## 1.32.12
+
+* Accept .mvt as well as .pbf in directories of tiles
+* Allow tippecanoe-decode and tile-join of directories with no metadata
+
+## 1.32.11
+* Don't let attribute exclusion apply to the attribute that has been specified
+  to become the feature ID
+
+## 1.32.10
+
+* Fix a bug that disallowed a per-feature minzoom of 0
+
+## 1.32.9
+
+* Limit tile detail to 30 and buffer size to 127 to prevent coordinate
+  delta overflow in vector tiles.
+
+## 1.32.8
+
+* Better error message if the output tileset already exists
+
+## 1.32.7
+
+* Point features may now be coalesced into MultiPoint features with --coalesce.
+* Add --hilbert option to put features in Hilbert Curve sequence
+
+## 1.32.6
+
+* Make it an error, not a warning, to have missing coordinates for a point
+
+## 1.32.5
+
+* Use less memory on lines and polygons that are too small for the tile
+* Fix coordinate rounding problem that was causing --grid-low-zooms grids
+  to be lost at low zooms if the original polygons were not aligned to
+  tile boundaries
+
+## 1.32.4
+
+* Ignore leading zeroes when converting string attributes to feature IDs
+
+## 1.32.3
+
+* Add an option to convert stringified number feature IDs to numbers
+* Add an option to use a specified feature attribute as the feature ID
+
+## 1.32.2
+
+* Warn in tile-join if tilesets being joined have inconsistent maxzooms
+
+## 1.32.1
+
+* Fix null pointer crash when reading filter output that does not
+  tag features with their extent
+* Add `--clip-bounding-box` option to clip input geometry
+
+## 1.32.0
+
+* Fix a bug that allowed coalescing of features with mismatched attributes
+  if they had been passed through a shell prefilter
+
+## 1.31.7
+
+* Create the output tile directory even if there are no valid features
+
+## 1.31.6
+
+* Issue an error message in tile-join if minzoom is greater than maxzoom
+
+## 1.31.5
+
+* Add options to change the tilestats limits
+
+## 1.31.4
+
+* Keep tile-join from generating a tileset name longer than 255 characters
+
+## 1.31.3
+
+* Fix the missing filename in JSON parsing warning messages
+
+## 1.31.2
+
+* Don't accept anything inside another JSON object's properties as a
+  feature or geometry of its own.
+
+## 1.31.1
+
+* Add --exclude-all to tile-join
+
+## 1.31.0
+
+* Upgrade Wagyu to version 0.4.3
+
+## 1.30.6
+
+* Take cluster distance into account when guessing a maxzoom
+
+## 1.30.4
+
+* Features within the z0 tile buffer of the antimeridian (not only
+  those that cross it) are duplicated on both sides.
+
+## 1.30.3
+
+* Add an option to automatically assign ids to features
+
+## 1.30.2
+
+* Don't guess a higher maxzoom than is allowed for manual selection
+
+## 1.30.1
+
+* Ensure that per-feature minzoom and maxzoom are integers
+* Report compression errors in tippecanoe-decode
+* Add the ability to specify the file format with -L{"format":"…"}
+* Add an option to treat empty CSV columns as nulls, not empty strings
+
+## 1.30.0
+
+* Add a filter extension to allow filtering individual attributes
+
+## 1.29.3
+
+* Include a generator field in tileset metadata with the Tippecanoe version
+
+## 1.29.2
+
+* Be careful to remove null attributes from prefilter/postfilter output
+
+## 1.29.1
+
+* Add --use-source-polygon-winding and --reverse-source-polygon-winding
+
+## 1.29.0
+
+* Add the option to specify layer file, name, and description as JSON
+* Add the option to specify the description for attributes in the
+  tileset metadata
+* In CSV input, a trailing comma now counts as a trailing empty field
+* In tippecanoe-json-tool, an empty CSV field is now an empty string,
+  not null (for consistency with tile-join)
+
+## 1.28.1
+
+* Explicitly check for infinite and not-a-number input coordinates
+
+## 1.28.0
+
+* Directly support gzipped GeoJSON as input files
+
+## 1.27.16
+
+* Fix thread safety issues related to the out-of-disk-space checker
+
+## 1.27.15
+
+* --extend-zooms-if-still-dropping now also extends zooms if features
+  are dropped by --force-feature-limit
+
+## 1.27.14
+
+* Use an exit status of 100 if some zoom levels were successfully
+  written but not all zoom levels could be tiled.
+
+## 1.27.13
+
+* Allow filtering features by zoom level in conditional expressions
+* Lines in CSV input with empty geometry columns will be ignored
+
+## 1.27.12
+
+* Check integrity of sqlite3 file before decoding or tile-joining
+
+## 1.27.11
+
+* Always include tile and layer in tippecanoe-decode, fixing corrupt JSON.
+* Clean up writing of JSON in general.
+
+## 1.27.10
+
+* Add --progress-interval setting to reduce progress indicator frequency
+
+## 1.27.9
+
+* Make clusters look better by averaging locations of clustered points
+
+## 1.27.8
+
+* Add --accumulate-attribute to keep attributes of dropped, coalesced,
+  or clustered features
+* Make sure numeric command line arguments are actually numbers
+* Don't coalesce features whose non-string-pool attributes don't match
+
+## 1.27.7
+
+* Add an option to produce only a single tile
+* Retain non-ASCII characters in layernames generated from filenames
+* Remember to close input files after reading them
+* Add --coalesce-fraction-as-needed and --coalesce-densest-as-needed
+* Report distances in both feet and meters
+
+## 1.27.6
+
+* Fix opportunities for integer overflow and out-of-bounds references
+
+## 1.27.5
+
+* Add --cluster-densest-as-needed to cluster features
+* Add --maximum-tile-features to set the maximum number of features in a tile
+
+## 1.27.4
+
+* Support CSV point input
+* Don't coalesce features that have different IDs but are otherwise identical
+* Remove the 700-point limit on coalesced features, since polygon merging
+  is no longer a performance problem
+
+## 1.27.3
+
+* Clean up duplicated code for reading tiles from a directory
+
+## 1.27.2
+
+* Tippecanoe-decode can decode directories of tiles, not just mbtiles
+* The --allow-existing option works on directories of tiles
+* Trim .geojson, not just .json, when making layer names from filenames
+
+## 1.27.1
+
+* Fix a potential null pointer when parsing GeoJSON with bare geometries
+* Fix a bug that could cause the wrong features to be coalesced when
+  input was parsed in parallel
+
+## 1.27.0
+
+* Add tippecanoe-json-tool for sorting and joining GeoJSON files
+* Fix problem where --detect-shared-borders could simplify polygons away
+* Attach --coalesce-smallest-as-needed leftovers to the last feature, not the first
+* Fix overflow when iterating through 0-length lists backwards
+
+## 1.26.7
+
+* Add an option to quiet the progress indicator but not warnings
+* Enable more compiler warnings and fix related problems
+
+## 1.26.6
+
+* Be more careful about checking for overflow when parsing numbers
+
+## 1.26.5
+
+* Support UTF-16 surrogate pairs in JSON strings
+* Support arbitrarily long lines in CSV files.
+* Treat CSV fields as numbers only if they follow JSON number syntax
+
+## 1.26.4
+
+* Array bounds bug fix in binary to decimal conversion library
+
+## 1.26.3
+
+* Guard against impossible coordinates when decoding tilesets
+
+## 1.26.2
+
+* Make sure to encode tile-joined integers as ints, not doubles
+
+## 1.26.1
+
+* Add tile-join option to rename layers
+
+## 1.26.0
+
+Fix error when parsing attributes with empty-string keys
+
+## 1.25.0
+
+* Add --coalesce-smallest-as-needed strategy for reducing tile sizes
+* Add --stats option to tipppecanoe-decode
+
 ## 1.24.1
 
 * Limit the size and depth of the string pool for better performance

Dockerfile

@@ -1,5 +1,5 @@
 # Start from ubuntu
-FROM ubuntu:17.04
+FROM ubuntu:16.04
 
 # Update repos and install dependencies
 RUN apt-get update \
@@ -15,10 +15,5 @@ COPY . /tmp/tippecanoe-src
 RUN make \
   && make install
 
-# Remove the temp directory and unneeded packages
-WORKDIR /
-RUN rm -rf /tmp/tippecanoe-src \
-  && apt-get -y remove --purge build-essential && apt-get -y autoremove
-
-# Run the default command to show usage
-CMD tippecanoe --help
+# Run the tests
+CMD make test

Dockerfile.centos7

@@ -0,0 +1,15 @@
+FROM centos:7
+
+RUN yum install -y make sqlite-devel zlib-devel bash git gcc-c++
+
+# Create a directory and copy in all files
+RUN mkdir -p /tmp/tippecanoe-src
+WORKDIR /tmp/tippecanoe-src
+COPY . /tmp/tippecanoe-src
+
+# Build tippecanoe
+RUN make \
+  && make install
+
+# Run the tests
+CMD make test

MADE_WITH.md

@@ -1,4 +1,4 @@
-## [Visualizing a Month of Lightning](http://rousseau.io/2015/03/23/visualizing-a-month-of-lightning/) by Jordan Rousseau
+## [Visualizing a Month of Lightning](http://rousseau.io/2015/03/23/visualizing-a-month-of-lightning) by Jordan Rousseau
 
 ![](http://rousseau.io/assets/img/ltg-studio-style.png)
 

Makefile

@@ -9,7 +9,7 @@ CXX := $(CXX)
 CFLAGS := $(CFLAGS)
 CXXFLAGS := $(CXXFLAGS) -std=c++11
 LDFLAGS := $(LDFLAGS)
-WARNING_FLAGS := -Wall -Wshadow -Wsign-compare
+WARNING_FLAGS := -Wall -Wshadow -Wsign-compare -Wextra -Wunreachable-code -Wuninitialized -Wshadow
 RELEASE_FLAGS := -O3 -DNDEBUG
 DEBUG_FLAGS := -O0 -DDEBUG -fno-inline-functions -fno-omit-frame-pointer
 
@@ -19,21 +19,22 @@ else
 	FINAL_FLAGS := -g $(WARNING_FLAGS) $(DEBUG_FLAGS)
 endif
 
-all: tippecanoe tippecanoe-enumerate tippecanoe-decode tile-join unit geojson2nd
+all: tippecanoe tippecanoe-enumerate tippecanoe-decode tile-join unit tippecanoe-json-tool
 
 docs: man/tippecanoe.1
 
-install: tippecanoe tippecanoe-enumerate tippecanoe-decode tile-join
+install: tippecanoe tippecanoe-enumerate tippecanoe-decode tile-join tippecanoe-json-tool
 	mkdir -p $(PREFIX)/bin
 	mkdir -p $(MANDIR)
 	cp tippecanoe $(PREFIX)/bin/tippecanoe
 	cp tippecanoe-enumerate $(PREFIX)/bin/tippecanoe-enumerate
 	cp tippecanoe-decode $(PREFIX)/bin/tippecanoe-decode
+	cp tippecanoe-json-tool $(PREFIX)/bin/tippecanoe-json-tool
 	cp tile-join $(PREFIX)/bin/tile-join
 	cp man/tippecanoe.1 $(MANDIR)/tippecanoe.1
 
 uninstall:
-	rm $(PREFIX)/bin/tippecanoe $(PREFIX)/bin/tippecanoe-enumerate $(PREFIX)/bin/tippecanoe-decode $(PREFIX)/bin/tile-join $(MANDIR)/tippecanoe.1
+	rm $(PREFIX)/bin/tippecanoe $(PREFIX)/bin/tippecanoe-enumerate $(PREFIX)/bin/tippecanoe-decode $(PREFIX)/bin/tile-join $(MANDIR)/tippecanoe.1 $(PREFIX)/bin/tippecanoe-json-tool
 
 man/tippecanoe.1: README.md
 	md2man-roff README.md > man/tippecanoe.1
@@ -46,19 +47,19 @@ C = $(wildcard *.c) $(wildcard *.cpp)
 INCLUDES = -I/usr/local/include -I.
 LIBS = -L/usr/local/lib
 
-tippecanoe: geojson.o jsonpull/jsonpull.o tile.o pool.o mbtiles.o geometry.o projection.o memfile.o mvt.o serial.o main.o text.o dirtiles.o plugin.o read_json.o write_json.o geobuf.o evaluator.o
+tippecanoe: geojson.o jsonpull/jsonpull.o tile.o pool.o mbtiles.o geometry.o projection.o memfile.o mvt.o serial.o main.o text.o dirtiles.o plugin.o read_json.o write_json.o geobuf.o evaluator.o geocsv.o csv.o geojson-loop.o
 	$(CXX) $(PG) $(LIBS) $(FINAL_FLAGS) $(CXXFLAGS) -o $@ $^ $(LDFLAGS) -lm -lz -lsqlite3 -lpthread
 
 tippecanoe-enumerate: enumerate.o
-	$(CXX) $(PG) $(LIBS) $(FINAL_FLAGS) $(CFLAGS) -o $@ $^ $(LDFLAGS) -lsqlite3
+	$(CXX) $(PG) $(LIBS) $(FINAL_FLAGS) $(CXXFLAGS) -o $@ $^ $(LDFLAGS) -lsqlite3
 
-tippecanoe-decode: decode.o projection.o mvt.o write_json.o text.o
+tippecanoe-decode: decode.o projection.o mvt.o write_json.o text.o jsonpull/jsonpull.o dirtiles.o
 	$(CXX) $(PG) $(LIBS) $(FINAL_FLAGS) $(CXXFLAGS) -o $@ $^ $(LDFLAGS) -lm -lz -lsqlite3
 
-tile-join: tile-join.o projection.o pool.o mbtiles.o mvt.o memfile.o dirtiles.o jsonpull/jsonpull.o text.o evaluator.o
+tile-join: tile-join.o projection.o pool.o mbtiles.o mvt.o memfile.o dirtiles.o jsonpull/jsonpull.o text.o evaluator.o csv.o write_json.o
 	$(CXX) $(PG) $(LIBS) $(FINAL_FLAGS) $(CXXFLAGS) -o $@ $^ $(LDFLAGS) -lm -lz -lsqlite3 -lpthread
 
-geojson2nd: geojson2nd.o jsonpull/jsonpull.o
+tippecanoe-json-tool: jsontool.o jsonpull/jsonpull.o csv.o text.o geojson-loop.o
 	$(CXX) $(PG) $(LIBS) $(FINAL_FLAGS) $(CXXFLAGS) -o $@ $^ $(LDFLAGS) -lm -lz -lsqlite3 -lpthread
 
 unit: unit.o text.o
@@ -73,7 +74,7 @@ unit: unit.o text.o
 	$(CXX) -MMD $(PG) $(INCLUDES) $(FINAL_FLAGS) $(CXXFLAGS) -c -o $@ $<
 
 clean:
-	rm -f ./tippecanoe ./tippecanoe-* ./tile-join ./unit *.o *.d */*.o */*.d
+	rm -f ./tippecanoe ./tippecanoe-* ./tile-join ./unit *.o *.d */*.o */*.d tests/**/*.mbtiles tests/**/*.check
 
 indent:
 	clang-format -i -style="{BasedOnStyle: Google, IndentWidth: 8, UseTab: Always, AllowShortIfStatementsOnASingleLine: false, ColumnLimit: 0, ContinuationIndentWidth: 8, SpaceAfterCStyleCast: true, IndentCaseLabels: false, AllowShortBlocksOnASingleLine: false, AllowShortFunctionsOnASingleLine: false, SortIncludes: false}" $(C) $(H)
@@ -81,26 +82,32 @@ indent:
 TESTS = $(wildcard tests/*/out/*.json)
 SPACE = $(NULL) $(NULL)
 
-test: tippecanoe tippecanoe-decode $(addsuffix .check,$(TESTS)) raw-tiles-test parallel-test pbf-test join-test enumerate-test decode-test join-filter-test unit
+test: tippecanoe tippecanoe-decode $(addsuffix .check,$(TESTS)) raw-tiles-test parallel-test pbf-test join-test enumerate-test decode-test join-filter-test unit json-tool-test allow-existing-test csv-test layer-json-test
 	./unit
 
+suffixes = json json.gz
+
 # Work around Makefile and filename punctuation limits: _ for space, @ for :, % for /
 %.json.check:
-	./tippecanoe -aD -f -o $@.mbtiles $(subst @,:,$(subst %,/,$(subst _, ,$(patsubst %.json.check,%,$(word 4,$(subst /, ,$@)))))) $(wildcard $(subst $(SPACE),/,$(wordlist 1,2,$(subst /, ,$@)))/*.json) < /dev/null
-	./tippecanoe-decode $@.mbtiles > $@.out
+	./tippecanoe -q -a@ -f -o $@.mbtiles $(subst @,:,$(subst %,/,$(subst _, ,$(patsubst %.json.check,%,$(word 4,$(subst /, ,$@)))))) $(foreach suffix,$(suffixes),$(sort $(wildcard $(subst $(SPACE),/,$(wordlist 1,2,$(subst /, ,$@)))/*.$(suffix)))) < /dev/null
+	./tippecanoe-decode -x generator $@.mbtiles > $@.out
 	cmp $@.out $(patsubst %.check,%,$@)
 	rm $@.out $@.mbtiles
 
-geobuf-test: geojson2nd $(addsuffix .checkbuf,$(TESTS))
+# Don't test overflow with geobuf, because it fails (https://github.com/mapbox/geobuf/issues/87)
+# Don't test stringids with geobuf, because it fails
+nogeobuf = tests/overflow/out/-z0.json $(wildcard tests/stringid/out/*.json)
+geobuf-test: tippecanoe-json-tool $(addsuffix .checkbuf,$(filter-out $(nogeobuf),$(TESTS)))
 
 # For quicker address sanitizer build, hope that regular JSON parsing is tested enough by parallel and join tests
 fewer-tests: tippecanoe tippecanoe-decode geobuf-test raw-tiles-test parallel-test pbf-test join-test enumerate-test decode-test join-filter-test unit
 
 # XXX Use proper makefile rules instead of a for loop
 %.json.checkbuf:
-	for i in $(wildcard $(subst $(SPACE),/,$(wordlist 1,2,$(subst /, ,$@)))/*.json); do ./geojson2nd -w $$i | ./node_modules/geobuf/bin/json2geobuf > $$i.geobuf; done
-	./tippecanoe -aD -f -o $@.mbtiles $(subst @,:,$(subst %,/,$(subst _, ,$(patsubst %.json.checkbuf,%,$(word 4,$(subst /, ,$@)))))) $(addsuffix .geobuf,$(wildcard $(subst $(SPACE),/,$(wordlist 1,2,$(subst /, ,$@)))/*.json)) < /dev/null
-	./tippecanoe-decode $@.mbtiles | sed 's/checkbuf/check/g' > $@.out
+	for i in $(wildcard $(subst $(SPACE),/,$(wordlist 1,2,$(subst /, ,$@)))/*.json); do ./tippecanoe-json-tool -w $$i | ./node_modules/geobuf/bin/json2geobuf > $$i.geobuf; done
+	for i in $(wildcard $(subst $(SPACE),/,$(wordlist 1,2,$(subst /, ,$@)))/*.json.gz); do gzip -dc $$i | ./tippecanoe-json-tool -w | ./node_modules/geobuf/bin/json2geobuf > $$i.geobuf; done
+	./tippecanoe -q -a@ -f -o $@.mbtiles $(subst @,:,$(subst %,/,$(subst _, ,$(patsubst %.json.checkbuf,%,$(word 4,$(subst /, ,$@)))))) $(foreach suffix,$(suffixes),$(addsuffix .geobuf,$(sort $(wildcard $(subst $(SPACE),/,$(wordlist 1,2,$(subst /, ,$@)))/*.$(suffix))))) < /dev/null
+	./tippecanoe-decode -x generator $@.mbtiles | sed 's/checkbuf/check/g' | sed 's/\.geobuf//g' > $@.out
 	cmp $@.out $(patsubst %.checkbuf,%,$@)
 	rm $@.out $@.mbtiles
 
@@ -112,18 +119,18 @@ parallel-test:
 	perl -e 'for ($$i = 0; $$i < 20; $$i++) { $$lon = rand(360) - 180; $$lat = rand(180) - 90; $$v = rand(1); print "{ \"type\": \"Feature\", \"properties\": { }, \"tippecanoe\": { \"layer\": \"$$v\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ $$lon, $$lat ] } }\n"; }' > tests/parallel/in4.json
 	echo -n "" > tests/parallel/empty1.json
 	echo "" > tests/parallel/empty2.json
-	./tippecanoe -z5 -f -pi -l test -n test -o tests/parallel/linear-file.mbtiles tests/parallel/in[1234].json tests/parallel/empty[12].json
-	./tippecanoe -z5 -f -pi -l test -n test -P -o tests/parallel/parallel-file.mbtiles tests/parallel/in[1234].json tests/parallel/empty[12].json
-	cat tests/parallel/in[1234].json | ./tippecanoe -z5 -f -pi -l test -n test -o tests/parallel/linear-pipe.mbtiles
-	cat tests/parallel/in[1234].json | ./tippecanoe -z5 -f -pi -l test -n test -P -o tests/parallel/parallel-pipe.mbtiles
-	cat tests/parallel/in[1234].json | sed 's/^/@/' | tr '@' '\036' | ./tippecanoe -z5 -f -pi -l test -n test -o tests/parallel/implicit-pipe.mbtiles
-	./tippecanoe -z5 -f -pi -l test -n test -P -o tests/parallel/parallel-pipes.mbtiles <(cat tests/parallel/in1.json) <(cat tests/parallel/empty1.json) <(cat tests/parallel/empty2.json) <(cat tests/parallel/in2.json) /dev/null <(cat tests/parallel/in3.json) <(cat tests/parallel/in4.json)
-	./tippecanoe-decode tests/parallel/linear-file.mbtiles > tests/parallel/linear-file.json
-	./tippecanoe-decode tests/parallel/parallel-file.mbtiles > tests/parallel/parallel-file.json
-	./tippecanoe-decode tests/parallel/linear-pipe.mbtiles > tests/parallel/linear-pipe.json
-	./tippecanoe-decode tests/parallel/parallel-pipe.mbtiles > tests/parallel/parallel-pipe.json
-	./tippecanoe-decode tests/parallel/implicit-pipe.mbtiles > tests/parallel/implicit-pipe.json
-	./tippecanoe-decode tests/parallel/parallel-pipes.mbtiles > tests/parallel/parallel-pipes.json
+	./tippecanoe -q -z5 -f -pi -l test -n test -o tests/parallel/linear-file.mbtiles tests/parallel/in[1234].json tests/parallel/empty[12].json
+	./tippecanoe -q -z5 -f -pi -l test -n test -P -o tests/parallel/parallel-file.mbtiles tests/parallel/in[1234].json tests/parallel/empty[12].json
+	cat tests/parallel/in[1234].json | ./tippecanoe -q -z5 -f -pi -l test -n test -o tests/parallel/linear-pipe.mbtiles
+	cat tests/parallel/in[1234].json | ./tippecanoe -q -z5 -f -pi -l test -n test -P -o tests/parallel/parallel-pipe.mbtiles
+	cat tests/parallel/in[1234].json | sed 's/^/@/' | tr '@' '\036' | ./tippecanoe -q -z5 -f -pi -l test -n test -o tests/parallel/implicit-pipe.mbtiles
+	./tippecanoe -q -z5 -f -pi -l test -n test -P -o tests/parallel/parallel-pipes.mbtiles <(cat tests/parallel/in1.json) <(cat tests/parallel/empty1.json) <(cat tests/parallel/empty2.json) <(cat tests/parallel/in2.json) /dev/null <(cat tests/parallel/in3.json) <(cat tests/parallel/in4.json)
+	./tippecanoe-decode -x generator -x generator_options tests/parallel/linear-file.mbtiles > tests/parallel/linear-file.json
+	./tippecanoe-decode -x generator -x generator_options tests/parallel/parallel-file.mbtiles > tests/parallel/parallel-file.json
+	./tippecanoe-decode -x generator -x generator_options tests/parallel/linear-pipe.mbtiles > tests/parallel/linear-pipe.json
+	./tippecanoe-decode -x generator -x generator_options tests/parallel/parallel-pipe.mbtiles > tests/parallel/parallel-pipe.json
+	./tippecanoe-decode -x generator -x generator_options tests/parallel/implicit-pipe.mbtiles > tests/parallel/implicit-pipe.json
+	./tippecanoe-decode -x generator -x generator_options tests/parallel/parallel-pipes.mbtiles > tests/parallel/parallel-pipes.json
 	cmp tests/parallel/linear-file.json tests/parallel/parallel-file.json
 	cmp tests/parallel/linear-file.json tests/parallel/linear-pipe.json
 	cmp tests/parallel/linear-file.json tests/parallel/parallel-pipe.json
@@ -131,97 +138,203 @@ parallel-test:
 	cmp tests/parallel/linear-file.json tests/parallel/parallel-pipes.json
 	rm tests/parallel/*.mbtiles tests/parallel/*.json
 
-raw-tiles-test:	
-	./tippecanoe -f -e tests/raw-tiles/raw-tiles tests/raw-tiles/hackspots.geojson -pC
-	diff -x '*.DS_Store' -rq tests/raw-tiles/raw-tiles tests/raw-tiles/compare
-	rm -rf tests/raw-tiles/raw-tiles
+raw-tiles-test:
+	./tippecanoe -q -f -e tests/raw-tiles/raw-tiles -r1 -pC tests/raw-tiles/hackspots.geojson
+	./tippecanoe-decode -x generator tests/raw-tiles/raw-tiles > tests/raw-tiles/raw-tiles.json.check
+	cmp tests/raw-tiles/raw-tiles.json.check tests/raw-tiles/raw-tiles.json
+	# Test that -z and -Z work in tippecanoe-decode
+	./tippecanoe-decode -x generator -Z6 -z7 tests/raw-tiles/raw-tiles > tests/raw-tiles/raw-tiles-z67.json.check
+	cmp tests/raw-tiles/raw-tiles-z67.json.check tests/raw-tiles/raw-tiles-z67.json
+	# Test that -z and -Z work in tile-join
+	./tile-join -q -f -Z6 -z7 -e tests/raw-tiles/raw-tiles-z67 tests/raw-tiles/raw-tiles
+	./tippecanoe-decode -x generator tests/raw-tiles/raw-tiles-z67 > tests/raw-tiles/raw-tiles-z67-join.json.check
+	cmp tests/raw-tiles/raw-tiles-z67-join.json.check tests/raw-tiles/raw-tiles-z67-join.json
+	rm -rf tests/raw-tiles/raw-tiles tests/raw-tiles/raw-tiles-z67 tests/raw-tiles/raw-tiles.json.check raw-tiles-z67.json.check tests/raw-tiles/raw-tiles-z67-join.json.check
+	# Test that metadata.json is created even if all features are clipped away
+	./tippecanoe -q -f -e tests/raw-tiles/nothing tests/raw-tiles/nothing.geojson
+	./tippecanoe-decode -x generator tests/raw-tiles/nothing > tests/raw-tiles/nothing.json.check
+	cmp tests/raw-tiles/nothing.json.check tests/raw-tiles/nothing.json
+	rm -r tests/raw-tiles/nothing tests/raw-tiles/nothing.json.check
 
 decode-test:
 	mkdir -p tests/muni/decode
-	./tippecanoe -z11 -Z11 -f -o tests/muni/decode/multi.mbtiles tests/muni/*.json
-	./tippecanoe-decode -l subway tests/muni/decode/multi.mbtiles > tests/muni/decode/multi.mbtiles.json.check
-	./tippecanoe-decode -c tests/muni/decode/multi.mbtiles > tests/muni/decode/multi.mbtiles.pipeline.json.check
+	./tippecanoe -q -z11 -Z11 -f -o tests/muni/decode/multi.mbtiles tests/muni/*.json
+	./tippecanoe-decode -x generator -l subway tests/muni/decode/multi.mbtiles > tests/muni/decode/multi.mbtiles.json.check
+	./tippecanoe-decode -x generator -c tests/muni/decode/multi.mbtiles > tests/muni/decode/multi.mbtiles.pipeline.json.check
+	./tippecanoe-decode -x generator tests/muni/decode/multi.mbtiles 11 327 791 > tests/muni/decode/multi.mbtiles.onetile.json.check
+	./tippecanoe-decode -x generator --stats tests/muni/decode/multi.mbtiles > tests/muni/decode/multi.mbtiles.stats.json.check
 	cmp tests/muni/decode/multi.mbtiles.json.check tests/muni/decode/multi.mbtiles.json
 	cmp tests/muni/decode/multi.mbtiles.pipeline.json.check tests/muni/decode/multi.mbtiles.pipeline.json
-	rm -f tests/muni/decode/multi.mbtiles.json.check tests/muni/decode/multi.mbtiles tests/muni/decode/multi.mbtiles.pipeline.json.check
+	cmp tests/muni/decode/multi.mbtiles.onetile.json.check tests/muni/decode/multi.mbtiles.onetile.json
+	cmp tests/muni/decode/multi.mbtiles.stats.json.check tests/muni/decode/multi.mbtiles.stats.json
+	rm -f tests/muni/decode/multi.mbtiles.json.check tests/muni/decode/multi.mbtiles tests/muni/decode/multi.mbtiles.pipeline.json.check tests/muni/decode/multi.mbtiles.stats.json.check tests/muni/decode/multi.mbtiles.onetile.json.check
 
 pbf-test:
-	./tippecanoe-decode tests/pbf/11-328-791.vector.pbf 11 328 791 > tests/pbf/11-328-791.vector.pbf.out
+	./tippecanoe-decode -x generator tests/pbf/11-328-791.vector.pbf 11 328 791 > tests/pbf/11-328-791.vector.pbf.out
 	cmp tests/pbf/11-328-791.json tests/pbf/11-328-791.vector.pbf.out
 	rm tests/pbf/11-328-791.vector.pbf.out
-	./tippecanoe-decode -s EPSG:3857 tests/pbf/11-328-791.vector.pbf 11 328 791 > tests/pbf/11-328-791.3857.vector.pbf.out
+	./tippecanoe-decode -x generator -s EPSG:3857 tests/pbf/11-328-791.vector.pbf 11 328 791 > tests/pbf/11-328-791.3857.vector.pbf.out
 	cmp tests/pbf/11-328-791.3857.json tests/pbf/11-328-791.3857.vector.pbf.out
 	rm tests/pbf/11-328-791.3857.vector.pbf.out
 
 enumerate-test:
-	./tippecanoe -z5 -f -o tests/ne_110m_admin_0_countries/out/enum.mbtiles tests/ne_110m_admin_0_countries/in.json
+	./tippecanoe -q -z5 -f -o tests/ne_110m_admin_0_countries/out/enum.mbtiles tests/ne_110m_admin_0_countries/in.json.gz
 	./tippecanoe-enumerate tests/ne_110m_admin_0_countries/out/enum.mbtiles > tests/ne_110m_admin_0_countries/out/enum.check
 	cmp tests/ne_110m_admin_0_countries/out/enum tests/ne_110m_admin_0_countries/out/enum.check
 	rm tests/ne_110m_admin_0_countries/out/enum.mbtiles tests/ne_110m_admin_0_countries/out/enum.check
 
-join-test:
-	./tippecanoe -f -z12 -o tests/join-population/tabblock_06001420.mbtiles tests/join-population/tabblock_06001420.json
-	./tippecanoe -f -z12 -o tests/join-population/tabblock_06001420.mbtiles tests/join-population/tabblock_06001420.json
-	./tippecanoe -f -Z5 -z10 -o tests/join-population/macarthur.mbtiles -l macarthur tests/join-population/macarthur.json
-	./tile-join -f -Z6 -z9 -o tests/join-population/macarthur-6-9.mbtiles tests/join-population/macarthur.mbtiles
-	./tippecanoe-decode tests/join-population/macarthur-6-9.mbtiles > tests/join-population/macarthur-6-9.mbtiles.json.check
+join-test: tile-join
+	./tippecanoe -q -f -z12 -o tests/join-population/tabblock_06001420.mbtiles -YALAND10:'Land area' -L'{"file": "tests/join-population/tabblock_06001420.json", "description": "population"}'
+	./tippecanoe -q -f -Z5 -z10 -o tests/join-population/macarthur.mbtiles -l macarthur tests/join-population/macarthur.json
+	./tile-join -q -f -Z6 -z9 -o tests/join-population/macarthur-6-9.mbtiles tests/join-population/macarthur.mbtiles
+	./tippecanoe-decode -x generator tests/join-population/macarthur-6-9.mbtiles > tests/join-population/macarthur-6-9.mbtiles.json.check
 	cmp tests/join-population/macarthur-6-9.mbtiles.json.check tests/join-population/macarthur-6-9.mbtiles.json
-	rm -f tests/join-population/macarthur-6-9.mbtiles.json.check tests/join-population/macarthur-6-9.mbtiles
-	./tippecanoe -f -d10 -D10 -Z9 -z11 -o tests/join-population/macarthur2.mbtiles -l macarthur tests/join-population/macarthur2.json
+	./tile-join -q -f -Z6 -z9 -X -o tests/join-population/macarthur-6-9-exclude.mbtiles tests/join-population/macarthur.mbtiles
+	./tippecanoe-decode -x generator tests/join-population/macarthur-6-9-exclude.mbtiles > tests/join-population/macarthur-6-9-exclude.mbtiles.json.check
+	cmp tests/join-population/macarthur-6-9-exclude.mbtiles.json.check tests/join-population/macarthur-6-9-exclude.mbtiles.json
+	rm -f tests/join-population/macarthur-6-9.mbtiles.json.check tests/join-population/macarthur-6-9.mbtiles tests/join-population/macarthur-6-9-exclude.mbtiles.json.check tests/join-population/macarthur-6-9-exclude.mbtiles
+	./tippecanoe -q -f -d10 -D10 -Z9 -z11 -o tests/join-population/macarthur2.mbtiles -l macarthur tests/join-population/macarthur2.json
 	./tile-join --quiet --force -o tests/join-population/joined.mbtiles -x GEOID10 -c tests/join-population/population.csv tests/join-population/tabblock_06001420.mbtiles
+	./tile-join --quiet --force -o tests/join-population/joined-null.mbtiles --empty-csv-columns-are-null -x GEOID10 -c tests/join-population/population.csv tests/join-population/tabblock_06001420.mbtiles
 	./tile-join --quiet --force --no-tile-stats -o tests/join-population/joined-no-tile-stats.mbtiles -x GEOID10 -c tests/join-population/population.csv tests/join-population/tabblock_06001420.mbtiles
-	./tile-join -f -i -o tests/join-population/joined-i.mbtiles -x GEOID10 -c tests/join-population/population.csv tests/join-population/tabblock_06001420.mbtiles
-	./tile-join -f -o tests/join-population/merged.mbtiles tests/join-population/tabblock_06001420.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur2.mbtiles
-	./tile-join -f -c tests/join-population/windows.csv -o tests/join-population/windows.mbtiles tests/join-population/macarthur.mbtiles
-	./tippecanoe-decode --maximum-zoom=11 --minimum-zoom=4 tests/join-population/joined.mbtiles > tests/join-population/joined.mbtiles.json.check
-	./tippecanoe-decode --maximum-zoom=11 --minimum-zoom=4 tests/join-population/joined-no-tile-stats.mbtiles > tests/join-population/joined-no-tile-stats.mbtiles.json.check
-	./tippecanoe-decode tests/join-population/joined-i.mbtiles > tests/join-population/joined-i.mbtiles.json.check
-	./tippecanoe-decode tests/join-population/merged.mbtiles > tests/join-population/merged.mbtiles.json.check
-	./tippecanoe-decode tests/join-population/windows.mbtiles > tests/join-population/windows.mbtiles.json.check
+	./tile-join -q -f -i -o tests/join-population/joined-i.mbtiles -x GEOID10 -c tests/join-population/population.csv tests/join-population/tabblock_06001420.mbtiles
+	./tile-join -q -f -o tests/join-population/merged.mbtiles tests/join-population/tabblock_06001420.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur2.mbtiles
+	./tile-join -q -f -c tests/join-population/windows.csv -o tests/join-population/windows.mbtiles tests/join-population/macarthur.mbtiles
+	./tippecanoe-decode -x generator --maximum-zoom=11 --minimum-zoom=4 tests/join-population/joined.mbtiles > tests/join-population/joined.mbtiles.json.check
+	./tippecanoe-decode -x generator --maximum-zoom=11 --minimum-zoom=4 tests/join-population/joined-null.mbtiles > tests/join-population/joined-null.mbtiles.json.check
+	./tippecanoe-decode -x generator --maximum-zoom=11 --minimum-zoom=4 tests/join-population/joined-no-tile-stats.mbtiles > tests/join-population/joined-no-tile-stats.mbtiles.json.check
+	./tippecanoe-decode -x generator tests/join-population/joined-i.mbtiles > tests/join-population/joined-i.mbtiles.json.check
+	./tippecanoe-decode -x generator tests/join-population/merged.mbtiles > tests/join-population/merged.mbtiles.json.check
+	./tippecanoe-decode -x generator tests/join-population/windows.mbtiles > tests/join-population/windows.mbtiles.json.check
 	cmp tests/join-population/joined.mbtiles.json.check tests/join-population/joined.mbtiles.json
+	cmp tests/join-population/joined-null.mbtiles.json.check tests/join-population/joined-null.mbtiles.json
 	cmp tests/join-population/joined-no-tile-stats.mbtiles.json.check tests/join-population/joined-no-tile-stats.mbtiles.json
 	cmp tests/join-population/joined-i.mbtiles.json.check tests/join-population/joined-i.mbtiles.json
 	cmp tests/join-population/merged.mbtiles.json.check tests/join-population/merged.mbtiles.json
 	cmp tests/join-population/windows.mbtiles.json.check tests/join-population/windows.mbtiles.json
-	./tile-join -f -l macarthur -n "macarthur name" -N "macarthur description" -A "macarthur attribution" -o tests/join-population/just-macarthur.mbtiles tests/join-population/merged.mbtiles
-	./tile-join -f -L macarthur -o tests/join-population/no-macarthur.mbtiles tests/join-population/merged.mbtiles
-	./tippecanoe-decode tests/join-population/just-macarthur.mbtiles > tests/join-population/just-macarthur.mbtiles.json.check
-	./tippecanoe-decode tests/join-population/no-macarthur.mbtiles > tests/join-population/no-macarthur.mbtiles.json.check
+	rm -f tests/join-population/joined-null.mbtiles tests/join-population/joined-null.mbtiles.json.check
+	./tile-join -q -f -l macarthur -n "macarthur name" -N "macarthur description" -A "macarthur's attribution" -o tests/join-population/just-macarthur.mbtiles tests/join-population/merged.mbtiles
+	./tile-join -q -f -L macarthur -o tests/join-population/no-macarthur.mbtiles tests/join-population/merged.mbtiles
+	./tippecanoe-decode -x generator tests/join-population/just-macarthur.mbtiles > tests/join-population/just-macarthur.mbtiles.json.check
+	./tippecanoe-decode -x generator tests/join-population/no-macarthur.mbtiles > tests/join-population/no-macarthur.mbtiles.json.check
 	cmp tests/join-population/just-macarthur.mbtiles.json.check tests/join-population/just-macarthur.mbtiles.json
-	cmp tests/join-population/no-macarthur.mbtiles.json.check tests/join-population/no-macarthur.mbtiles.json	
-	./tile-join --no-tile-compression -f -e tests/join-population/raw-merged-folder tests/join-population/tabblock_06001420.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur2.mbtiles
-	diff -x '*.DS_Store' -rq tests/join-population/raw-merged-folder tests/join-population/raw-merged-folder-compare
-	./tippecanoe -z12 -f -e tests/join-population/tabblock_06001420-folder tests/join-population/tabblock_06001420.json
-	./tippecanoe -Z5 -z10 -f -e tests/join-population/macarthur-folder -l macarthur tests/join-population/macarthur.json
-	./tippecanoe -d10 -D10 -Z9 -z11 -f -e tests/join-population/macarthur2-folder -l macarthur tests/join-population/macarthur2.json
-	./tile-join -f -o tests/join-population/merged-folder.mbtiles tests/join-population/tabblock_06001420-folder tests/join-population/macarthur-folder tests/join-population/macarthur2-folder
-	./tippecanoe-decode tests/join-population/merged-folder.mbtiles > tests/join-population/merged-folder.mbtiles.json.check
+	cmp tests/join-population/no-macarthur.mbtiles.json.check tests/join-population/no-macarthur.mbtiles.json
+	./tile-join -q --no-tile-compression -f -e tests/join-population/raw-merged-folder tests/join-population/tabblock_06001420.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur2.mbtiles
+	./tippecanoe-decode -x generator tests/join-population/raw-merged-folder > tests/join-population/raw-merged-folder.json.check
+	cmp tests/join-population/raw-merged-folder.json.check tests/join-population/raw-merged-folder.json
+	rm -f tests/join-population/raw-merged-folder.json.check
+	./tippecanoe -q -z12 -f -e tests/join-population/tabblock_06001420-folder -YALAND10:'Land area' -L'{"file": "tests/join-population/tabblock_06001420.json", "description": "population"}'
+	./tippecanoe -q -Z5 -z10 -f -e tests/join-population/macarthur-folder -l macarthur tests/join-population/macarthur.json
+	./tippecanoe -q -d10 -D10 -Z9 -z11 -f -e tests/join-population/macarthur2-folder -l macarthur tests/join-population/macarthur2.json
+	./tile-join -q -f -o tests/join-population/merged-folder.mbtiles tests/join-population/tabblock_06001420-folder tests/join-population/macarthur-folder tests/join-population/macarthur2-folder
+	./tippecanoe-decode -x generator tests/join-population/merged-folder.mbtiles > tests/join-population/merged-folder.mbtiles.json.check
 	cmp tests/join-population/merged-folder.mbtiles.json.check tests/join-population/merged-folder.mbtiles.json
-	./tile-join -n "merged name" -N "merged description" -f -e tests/join-population/merged-mbtiles-to-folder tests/join-population/tabblock_06001420.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur2.mbtiles
-	./tile-join -n "merged name" -N "merged description" -f -e tests/join-population/merged-folders-to-folder tests/join-population/tabblock_06001420-folder tests/join-population/macarthur-folder tests/join-population/macarthur2-folder
-	diff -x '*.DS_Store' -rq tests/join-population/merged-mbtiles-to-folder tests/join-population/merged-folders-to-folder
-	./tile-join -f -c tests/join-population/windows.csv -o tests/join-population/windows-merged.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur2-folder
-	./tile-join -c tests/join-population/windows.csv -f -e tests/join-population/windows-merged-folder tests/join-population/macarthur.mbtiles tests/join-population/macarthur2-folder
-	./tile-join -f -o tests/join-population/windows-merged2.mbtiles tests/join-population/windows-merged-folder
-	./tippecanoe-decode tests/join-population/windows-merged.mbtiles > tests/join-population/windows-merged.mbtiles.json.check
-	./tippecanoe-decode tests/join-population/windows-merged2.mbtiles > tests/join-population/windows-merged2.mbtiles.json.check
+	./tile-join -q -n "merged name" -N "merged description" -f -e tests/join-population/merged-mbtiles-to-folder tests/join-population/tabblock_06001420.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur2.mbtiles
+	./tile-join -q -n "merged name" -N "merged description" -f -e tests/join-population/merged-folders-to-folder tests/join-population/tabblock_06001420-folder tests/join-population/macarthur-folder tests/join-population/macarthur2-folder
+	./tippecanoe-decode -x generator -x generator_options tests/join-population/merged-mbtiles-to-folder > tests/join-population/merged-mbtiles-to-folder.json.check
+	./tippecanoe-decode -x generator -x generator_options tests/join-population/merged-folders-to-folder > tests/join-population/merged-folders-to-folder.json.check
+	cmp tests/join-population/merged-mbtiles-to-folder.json.check tests/join-population/merged-folders-to-folder.json.check
+	rm -f tests/join-population/merged-mbtiles-to-folder.json.check tests/join-population/merged-folders-to-folder.json.check
+	./tile-join -q -f -c tests/join-population/windows.csv -o tests/join-population/windows-merged.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur2-folder
+	./tile-join -q -c tests/join-population/windows.csv -f -e tests/join-population/windows-merged-folder tests/join-population/macarthur.mbtiles tests/join-population/macarthur2-folder
+	./tile-join -q -f -o tests/join-population/windows-merged2.mbtiles tests/join-population/windows-merged-folder
+	./tippecanoe-decode -x generator -x generator_options tests/join-population/windows-merged.mbtiles > tests/join-population/windows-merged.mbtiles.json.check
+	./tippecanoe-decode -x generator -x generator_options tests/join-population/windows-merged2.mbtiles > tests/join-population/windows-merged2.mbtiles.json.check
 	cmp tests/join-population/windows-merged.mbtiles.json.check tests/join-population/windows-merged2.mbtiles.json.check
-	./tile-join -f -o tests/join-population/macarthur-and-macarthur2-merged.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur2-folder
-	./tile-join -f -e tests/join-population/macarthur-and-macarthur2-folder tests/join-population/macarthur.mbtiles tests/join-population/macarthur2-folder
-	./tile-join -f -o tests/join-population/macarthur-and-macarthur2-merged2.mbtiles tests/join-population/macarthur-and-macarthur2-folder
-	./tippecanoe-decode tests/join-population/macarthur-and-macarthur2-merged.mbtiles > tests/join-population/macarthur-and-macarthur2-merged.mbtiles.json.check
-	./tippecanoe-decode tests/join-population/macarthur-and-macarthur2-merged2.mbtiles > tests/join-population/macarthur-and-macarthur2-merged2.mbtiles.json.check
+	./tile-join -q -f -o tests/join-population/macarthur-and-macarthur2-merged.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur2-folder
+	./tile-join -q -f -e tests/join-population/macarthur-and-macarthur2-folder tests/join-population/macarthur.mbtiles tests/join-population/macarthur2-folder
+	./tile-join -q -f -o tests/join-population/macarthur-and-macarthur2-merged2.mbtiles tests/join-population/macarthur-and-macarthur2-folder
+	./tippecanoe-decode -x generator -x generator_options tests/join-population/macarthur-and-macarthur2-merged.mbtiles > tests/join-population/macarthur-and-macarthur2-merged.mbtiles.json.check
+	./tippecanoe-decode -x generator -x generator_options tests/join-population/macarthur-and-macarthur2-merged2.mbtiles > tests/join-population/macarthur-and-macarthur2-merged2.mbtiles.json.check
 	cmp tests/join-population/macarthur-and-macarthur2-merged.mbtiles.json.check tests/join-population/macarthur-and-macarthur2-merged2.mbtiles.json.check
 	rm tests/join-population/tabblock_06001420.mbtiles tests/join-population/joined.mbtiles tests/join-population/joined-i.mbtiles tests/join-population/joined.mbtiles.json.check tests/join-population/joined-i.mbtiles.json.check tests/join-population/macarthur.mbtiles tests/join-population/merged.mbtiles tests/join-population/merged.mbtiles.json.check  tests/join-population/merged-folder.mbtiles tests/join-population/macarthur2.mbtiles tests/join-population/windows.mbtiles tests/join-population/windows-merged.mbtiles tests/join-population/windows-merged2.mbtiles tests/join-population/windows.mbtiles.json.check tests/join-population/just-macarthur.mbtiles tests/join-population/no-macarthur.mbtiles tests/join-population/just-macarthur.mbtiles.json.check tests/join-population/no-macarthur.mbtiles.json.check tests/join-population/merged-folder.mbtiles.json.check tests/join-population/windows-merged.mbtiles.json.check tests/join-population/windows-merged2.mbtiles.json.check tests/join-population/macarthur-and-macarthur2-merged.mbtiles tests/join-population/macarthur-and-macarthur2-merged2.mbtiles tests/join-population/macarthur-and-macarthur2-merged.mbtiles.json.check tests/join-population/macarthur-and-macarthur2-merged2.mbtiles.json.check
 	rm -rf tests/join-population/raw-merged-folder tests/join-population/tabblock_06001420-folder tests/join-population/macarthur-folder tests/join-population/macarthur2-folder tests/join-population/merged-mbtiles-to-folder tests/join-population/merged-folders-to-folder tests/join-population/windows-merged-folder tests/join-population/macarthur-and-macarthur2-folder
+	# Test renaming of layers
+	./tippecanoe -q -f -Z5 -z10 -o tests/join-population/macarthur.mbtiles -l macarthur1 tests/join-population/macarthur.json
+	./tippecanoe -q -f -Z5 -z10 -o tests/join-population/macarthur2.mbtiles -l macarthur2 tests/join-population/macarthur2.json
+	./tile-join -q -R macarthur1:one --rename-layer=macarthur2:two -f -o tests/join-population/renamed.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur2.mbtiles
+	./tippecanoe-decode -x generator tests/join-population/renamed.mbtiles > tests/join-population/renamed.mbtiles.json.check
+	cmp tests/join-population/renamed.mbtiles.json.check tests/join-population/renamed.mbtiles.json
+	rm -f tests/join-population/renamed.mbtiles.json.check tests/join-population/renamed.mbtiles.json.check tests/join-population/macarthur.mbtiles tests/join-population/macarthur2.mbtiles
+	# Make sure the concatenated name isn't too long
+	./tippecanoe -q -f -z0 -n 'abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ' -o tests/join-population/macarthur.mbtiles tests/join-population/macarthur.json
+	./tile-join -f -o tests/join-population/concat.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur.mbtiles tests/join-population/macarthur.mbtiles
+	./tippecanoe-decode -x generator tests/join-population/concat.mbtiles > tests/join-population/concat.mbtiles.json.check
+	cmp tests/join-population/concat.mbtiles.json.check tests/join-population/concat.mbtiles.json
+	rm tests/join-population/concat.mbtiles.json.check tests/join-population/concat.mbtiles tests/join-population/macarthur.mbtiles
 
 join-filter-test:
 	# Comes out different from the direct tippecanoe run because null attributes are lost
-	./tippecanoe -z0 -f -o tests/feature-filter/out/all.mbtiles tests/feature-filter/in.json
-	./tile-join -J tests/feature-filter/filter -f -o tests/feature-filter/out/filtered.mbtiles tests/feature-filter/out/all.mbtiles
-	./tippecanoe-decode tests/feature-filter/out/filtered.mbtiles > tests/feature-filter/out/filtered.json.check
+	./tippecanoe -q -z0 -f -o tests/feature-filter/out/all.mbtiles tests/feature-filter/in.json
+	./tile-join -q -J tests/feature-filter/filter -f -o tests/feature-filter/out/filtered.mbtiles tests/feature-filter/out/all.mbtiles
+	./tippecanoe-decode -x generator tests/feature-filter/out/filtered.mbtiles > tests/feature-filter/out/filtered.json.check
 	cmp tests/feature-filter/out/filtered.json.check tests/feature-filter/out/filtered.json.standard
 	rm -f tests/feature-filter/out/filtered.json.check tests/feature-filter/out/filtered.mbtiles tests/feature-filter/out/all.mbtiles
+	# Test zoom level filtering
+	./tippecanoe -q -r1 -z8 -f -o tests/feature-filter/out/places.mbtiles tests/ne_110m_populated_places/in.json
+	./tile-join -q -J tests/feature-filter/places-filter -f -o tests/feature-filter/out/places-filter.mbtiles tests/feature-filter/out/places.mbtiles
+	./tippecanoe-decode -x generator tests/feature-filter/out/places-filter.mbtiles > tests/feature-filter/out/places-filter.mbtiles.json.check
+	cmp tests/feature-filter/out/places-filter.mbtiles.json.check tests/feature-filter/out/places-filter.mbtiles.json.standard
+	rm -f tests/feature-filter/out/places.mbtiles tests/feature-filter/out/places-filter.mbtiles tests/feature-filter/out/places-filter.mbtiles.json.check
+
+json-tool-test: tippecanoe-json-tool
+	./tippecanoe-json-tool -e GEOID10 tests/join-population/tabblock_06001420.json | sort > tests/join-population/tabblock_06001420.json.sort
+	./tippecanoe-json-tool -c tests/join-population/population.csv tests/join-population/tabblock_06001420.json.sort > tests/join-population/tabblock_06001420.json.sort.joined
+	./tippecanoe-json-tool --empty-csv-columns-are-null -c tests/join-population/population.csv tests/join-population/tabblock_06001420.json.sort > tests/join-population/tabblock_06001420-null.json.sort.joined
+	cmp tests/join-population/tabblock_06001420.json.sort.joined tests/join-population/tabblock_06001420.json.sort.joined.standard
+	cmp tests/join-population/tabblock_06001420-null.json.sort.joined tests/join-population/tabblock_06001420-null.json.sort.joined.standard
+	rm -f tests/join-population/tabblock_06001420.json.sort tests/join-population/tabblock_06001420.json.sort.joined
+	rm -f tests/join-population/tabblock_06001420-null.json.sort.joined
+
+allow-existing-test:
+	# Make a tileset
+	./tippecanoe -q -Z0 -z0 -f -o tests/allow-existing/both.mbtiles tests/coalesce-tract/tl_2010_06001_tract10.json
+	# Writing to existing should fail
+	if ./tippecanoe -q -Z1 -z1 -o tests/allow-existing/both.mbtiles tests/coalesce-tract/tl_2010_06001_tract10.json; then exit 1; else exit 0; fi
+	# Replace existing
+	./tippecanoe -q -Z8 -z9 -f -o tests/allow-existing/both.mbtiles tests/coalesce-tract/tl_2010_06001_tract10.json
+	./tippecanoe -q -Z10 -z11 -F -o tests/allow-existing/both.mbtiles tests/coalesce-tract/tl_2010_06001_tract10.json
+	./tippecanoe-decode -x generator -x generator_options tests/allow-existing/both.mbtiles > tests/allow-existing/both.mbtiles.json.check
+	cmp tests/allow-existing/both.mbtiles.json.check tests/allow-existing/both.mbtiles.json
+	# Make a tileset
+	./tippecanoe -q -Z0 -z0 -f -e tests/allow-existing/both.dir tests/coalesce-tract/tl_2010_06001_tract10.json
+	# Writing to existing should fail
+	if ./tippecanoe -q -Z1 -z1 -e tests/allow-existing/both.dir tests/coalesce-tract/tl_2010_06001_tract10.json; then exit 1; else exit 0; fi
+	# Replace existing
+	./tippecanoe -q -Z8 -z9 -f -e tests/allow-existing/both.dir tests/coalesce-tract/tl_2010_06001_tract10.json
+	./tippecanoe -q -Z10 -z11 -F -e tests/allow-existing/both.dir tests/coalesce-tract/tl_2010_06001_tract10.json
+	./tippecanoe-decode -x generator -x generator_options tests/allow-existing/both.dir | sed 's/both\.dir/both.mbtiles/g' > tests/allow-existing/both.dir.json.check
+	cmp tests/allow-existing/both.dir.json.check tests/allow-existing/both.mbtiles.json
+	rm -r tests/allow-existing/both.dir.json.check tests/allow-existing/both.dir tests/allow-existing/both.mbtiles.json.check tests/allow-existing/both.mbtiles
+
+csv-test:
+	# Reading from named CSV
+	./tippecanoe -q -zg -f -o tests/csv/out.mbtiles tests/csv/ne_110m_populated_places_simple.csv
+	./tippecanoe-decode -x generator -x generator_options tests/csv/out.mbtiles > tests/csv/out.mbtiles.json.check
+	cmp tests/csv/out.mbtiles.json.check tests/csv/out.mbtiles.json
+	rm -f tests/csv/out.mbtiles.json.check tests/csv/out.mbtiles
+	# Reading from named CSV, with nulls
+	./tippecanoe -q --empty-csv-columns-are-null -zg -f -o tests/csv/out-null.mbtiles tests/csv/ne_110m_populated_places_simple.csv
+	./tippecanoe-decode -x generator tests/csv/out-null.mbtiles > tests/csv/out-null.mbtiles.json.check
+	cmp tests/csv/out-null.mbtiles.json.check tests/csv/out-null.mbtiles.json
+	rm -f tests/csv/out-null.mbtiles.json.check tests/csv/out-null.mbtiles
+	# Same, but specifying csv with -L format
+	./tippecanoe -q -zg -f -o tests/csv/out.mbtiles -L'{"file":"", "format":"csv", "layer":"ne_110m_populated_places_simple"}' < tests/csv/ne_110m_populated_places_simple.csv
+	./tippecanoe-decode -x generator -x generator_options tests/csv/out.mbtiles > tests/csv/out.mbtiles.json.check
+	cmp tests/csv/out.mbtiles.json.check tests/csv/out.mbtiles.json
+	rm -f tests/csv/out.mbtiles.json.check tests/csv/out.mbtiles
+
+layer-json-test:
+	# GeoJSON with description and named layer
+	./tippecanoe -q -z0 -r1 -yNAME -f -o tests/layer-json/out.mbtiles -L'{"file":"tests/ne_110m_populated_places/in.json", "description":"World cities", "layer":"places"}'
+	./tippecanoe-decode -x generator -x generator_options tests/layer-json/out.mbtiles > tests/layer-json/out.mbtiles.json.check
+	cmp tests/layer-json/out.mbtiles.json.check tests/layer-json/out.mbtiles.json
+	rm -f tests/layer-json/out.mbtiles.json.check tests/layer-json/out.mbtiles
+	# Same, but reading from the standard input
+	./tippecanoe -q -z0 -r1 -yNAME -f -o tests/layer-json/out.mbtiles -L'{"file":"", "description":"World cities", "layer":"places"}' < tests/ne_110m_populated_places/in.json
+	./tippecanoe-decode -x generator -x generator_options tests/layer-json/out.mbtiles > tests/layer-json/out.mbtiles.json.check
+	cmp tests/layer-json/out.mbtiles.json.check tests/layer-json/out.mbtiles.json
+	rm -f tests/layer-json/out.mbtiles.json.check tests/layer-json/out.mbtiles
 
 # Use this target to regenerate the standards that the tests are compared against
 # after making a change that legitimately changes their output
@@ -229,7 +342,7 @@ join-filter-test:
 prep-test: $(TESTS)
 
 tests/%.json: Makefile tippecanoe tippecanoe-decode
-	./tippecanoe -f -o $@.check.mbtiles $(subst @,:,$(subst %,/,$(subst _, ,$(patsubst %.json,%,$(word 4,$(subst /, ,$@)))))) $(wildcard $(subst $(SPACE),/,$(wordlist 1,2,$(subst /, ,$@)))/*.json)
-	./tippecanoe-decode $@.check.mbtiles > $@
+	./tippecanoe -q -a@ -f -o $@.check.mbtiles $(subst @,:,$(subst %,/,$(subst _, ,$(patsubst %.json,%,$(word 4,$(subst /, ,$@)))))) $(foreach suffix,$(suffixes),$(sort $(wildcard $(subst $(SPACE),/,$(wordlist 1,2,$(subst /, ,$@)))/*.$(suffix))))
+	./tippecanoe-decode -x generator $@.check.mbtiles > $@
 	cmp $(patsubst %.check,%,$@) $@
 	rm $@.check.mbtiles

README.md

@@ -1,11 +1,30 @@
 tippecanoe
 ==========
 
-Builds [vector tilesets](https://www.mapbox.com/developers/vector-tiles/) from large (or small) collections of [GeoJSON](http://geojson.org/) or [Geobuf](https://github.com/mapbox/geobuf) features,
+**Note**: there is an active fork of this project over at https://github.com/felt/tippecanoe
+
+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,
 [like these](MADE_WITH.md).
 
+![Mapbox Tippecanoe](https://user-images.githubusercontent.com/1951835/36568734-ede27ec0-17df-11e8-8c22-ffaaebb8daf4.JPG)
+
 [![Build Status](https://travis-ci.org/mapbox/tippecanoe.svg)](https://travis-ci.org/mapbox/tippecanoe)
-[![Coverage Status](https://coveralls.io/repos/mapbox/tippecanoe/badge.svg?branch=master&service=github)](https://coveralls.io/github/mapbox/tippecanoe?branch=master)
+[![Coverage Status](https://codecov.io/gh/mapbox/tippecanoe/branch/master/graph/badge.svg)](https://codecov.io/gh/mapbox/tippecanoe)
+
+### :zap: Mapbox has a new service for creating vector tilesets! :zap:
+
+[Mapbox Tiling Service (MTS)](https://docs.mapbox.com/mapbox-tiling-service/overview/) is a hosted, data processing service that allows you to integrate custom datasets of any scale into your maps faster, cheaper, and with more flexibility and control than previously possible.
+
+MTS is the same service we use internally to create our global, daily updating basemap product Mapbox Streets, which serves over 650 million monthly active users and customers such as Facebook, Snap, the Weather Channel, Tableau, and Shopify. 
+
+MTS creates and updates data using distributed and parallelized processing, meaning data is processed much more quickly than is possible with a standard, single server setup with comparable tools. For example, a global basemap at 30cm precision (max zoom of 16) can be processed in under 2 hours with MTS, whereas a comparable workload would take multiple days to process on a single server.
+
+Customers like AllTrails, Plume Labs, and Ookla have noted that MTS helps them:
+- build applications faster by focusing more on app development, not infrastructure
+- build more compelling user experiences that drive better user engagement
+- get updated data to their users faster—in some cases up to 90% faster than previous tools
+
+Learn more about [MTS](https://blog.mapbox.com/introducing-mapbox-tiling-service-df1df636c7cf).
 
 Intent
 ------
@@ -33,15 +52,28 @@ Installation
 
 The easiest way to install tippecanoe on OSX is with [Homebrew](http://brew.sh/):
 
-```js
+```sh
 $ brew install tippecanoe
 ```
 
+On Ubuntu it will usually be easiest to build from the source repository:
+
+```sh
+$ git clone https://github.com/mapbox/tippecanoe.git
+$ cd tippecanoe
+$ make -j
+$ make install
+```
+
+See [Development](#development) below for how to upgrade your
+C++ compiler or install prerequisite packages if you get
+compiler errors.
+
 Usage
 -----
 
 ```sh
-$ tippecanoe -o file.mbtiles [options] [file.json file.geobuf ...]
+$ tippecanoe -o file.mbtiles [options] [file.json file.json.gz file.geobuf ...]
 ```
 
 If no files are specified, it reads GeoJSON from the standard input.
@@ -58,7 +90,7 @@ Try this first
 If you aren't sure what options to use, try this:
 
 ```sh
-$ tippecanoe -o out.mbtiles -zg --drop-densest-as-needed in.geojson
+$ tippecanoe -zg -o out.mbtiles --drop-densest-as-needed in.geojson
 ```
 
 The `-zg` option will make Tippecanoe choose a maximum zoom level that should be
@@ -86,6 +118,170 @@ with a custom layer name and description, and leaving out the `LINEARID` and `RT
 $ cat tiger/tl_2014_*_roads.json | tippecanoe -o tiger.mbtiles -l roads -n "All TIGER roads, one zoom" -z12 -Z12 -d14 -x LINEARID -x RTTYP
 ```
 
+Cookbook
+--------
+
+### Linear features (world railroads), visible at all zoom levels
+
+```
+curl -L -O https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_railroads.zip
+unzip ne_10m_railroads.zip
+ogr2ogr -f GeoJSON ne_10m_railroads.geojson ne_10m_railroads.shp
+
+tippecanoe -zg -o ne_10m_railroads.mbtiles --drop-densest-as-needed --extend-zooms-if-still-dropping ne_10m_railroads.geojson
+```
+
+* `-zg`: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+* `--drop-densest-as-needed`: If the tiles are too big at low zoom levels, drop the least-visible features to allow tiles to be created with those features that remain
+* `--extend-zooms-if-still-dropping`: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+
+### Discontinuous polygon features (buildings of Rhode Island), visible at all zoom levels
+
+```
+curl -L -O https://usbuildingdata.blob.core.windows.net/usbuildings-v1-1/RhodeIsland.zip
+unzip RhodeIsland.zip
+
+tippecanoe -zg -o RhodeIsland.mbtiles --drop-densest-as-needed --extend-zooms-if-still-dropping RhodeIsland.geojson
+```
+
+* `-zg`: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+* `--drop-densest-as-needed`: If the tiles are too big at low or medium zoom levels, drop the least-visible features to allow tiles to be created with those features that remain
+* `--extend-zooms-if-still-dropping`: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+
+### Continuous polygon features (states and provinces), visible at all zoom levels
+
+```
+curl -L -O https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_1_states_provinces.zip
+unzip -o ne_10m_admin_1_states_provinces.zip
+ogr2ogr -f GeoJSON ne_10m_admin_1_states_provinces.geojson ne_10m_admin_1_states_provinces.shp
+
+tippecanoe -zg -o ne_10m_admin_1_states_provinces.mbtiles --coalesce-densest-as-needed --extend-zooms-if-still-dropping ne_10m_admin_1_states_provinces.geojson
+```
+
+* `-zg`: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+* `--coalesce-densest-as-needed`: If the tiles are too big at low or medium zoom levels, merge as many features together as are necessary to allow tiles to be created with those features that are still distinguished
+* `--extend-zooms-if-still-dropping`: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+
+### Large point dataset (GPS bus locations), for visualization at all zoom levels
+
+```
+curl -L -O ftp://avl-data.sfmta.com/avl_data/avl_raw/sfmtaAVLRawData01012013.csv
+sed 's/PREDICTABLE.*/PREDICTABLE/' sfmtaAVLRawData01012013.csv > sfmta.csv
+tippecanoe -zg -o sfmta.mbtiles --drop-densest-as-needed --extend-zooms-if-still-dropping sfmta.csv
+```
+
+(The `sed` line is to clean the corrupt CSV header, which contains the wrong number of fields.)
+
+* `-zg`: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+* `--drop-densest-as-needed`: If the tiles are too big at low or medium zoom levels, drop the least-visible features to allow tiles to be created with those features that remain
+* `--extend-zooms-if-still-dropping`: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+
+### Clustered points (world cities), summing the clustered population, visible at all zoom levels
+
+```
+curl -L -O https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_populated_places.zip
+unzip -o ne_10m_populated_places.zip
+ogr2ogr -f GeoJSON ne_10m_populated_places.geojson ne_10m_populated_places.shp
+
+tippecanoe -zg -o ne_10m_populated_places.mbtiles -r1 --cluster-distance=10 --accumulate-attribute=POP_MAX:sum ne_10m_populated_places.geojson
+```
+
+* `-zg`: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+* `-r1`: Do not automatically drop a fraction of points at low zoom levels, since clustering will be used instead
+* `--cluster-distance=10`: Cluster together features that are closer than about 10 pixels from each other
+* `--accumulate-attribute=POP_MAX:sum`: Sum the `POP_MAX` (population) attribute in features that are clustered together. Other attributes will be arbitrarily taken from the first feature in the cluster.
+
+### Show countries at low zoom levels but states at higher zoom levels
+
+```
+curl -L -O https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_0_countries.zip
+unzip ne_10m_admin_0_countries.zip
+ogr2ogr -f GeoJSON ne_10m_admin_0_countries.geojson ne_10m_admin_0_countries.shp
+
+curl -L -O https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_1_states_provinces.zip
+unzip -o ne_10m_admin_1_states_provinces.zip
+ogr2ogr -f GeoJSON ne_10m_admin_1_states_provinces.geojson ne_10m_admin_1_states_provinces.shp
+
+tippecanoe -z3 -o countries-z3.mbtiles --coalesce-densest-as-needed ne_10m_admin_0_countries.geojson
+tippecanoe -zg -Z4 -o states-Z4.mbtiles --coalesce-densest-as-needed --extend-zooms-if-still-dropping ne_10m_admin_1_states_provinces.geojson
+tile-join -o states-countries.mbtiles countries-z3.mbtiles states-Z4.mbtiles
+```
+
+Countries:
+
+* `-z3`: Only generate zoom levels 0 through 3
+* `--coalesce-densest-as-needed`: If the tiles are too big at low or medium zoom levels, merge as many features together as are necessary to allow tiles to be created with those features that are still distinguished
+
+States and Provinces:
+
+* `-Z4`: Only generate zoom levels 4 and beyond
+* `-zg`: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+* `--coalesce-densest-as-needed`: If the tiles are too big at low or medium zoom levels, merge as many features together as are necessary to allow tiles to be created with those features that are still distinguished
+* `--extend-zooms-if-still-dropping`: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+
+### Represent multiple sources (Illinois and Indiana counties) as separate layers
+
+```
+curl -L -O https://www2.census.gov/geo/tiger/TIGER2010/COUNTY/2010/tl_2010_17_county10.zip
+unzip tl_2010_17_county10.zip
+ogr2ogr -f GeoJSON tl_2010_17_county10.geojson tl_2010_17_county10.shp
+
+curl -L -O https://www2.census.gov/geo/tiger/TIGER2010/COUNTY/2010/tl_2010_18_county10.zip
+unzip tl_2010_18_county10.zip
+ogr2ogr -f GeoJSON tl_2010_18_county10.geojson tl_2010_18_county10.shp
+
+tippecanoe -zg -o counties-separate.mbtiles --coalesce-densest-as-needed --extend-zooms-if-still-dropping tl_2010_17_county10.geojson tl_2010_18_county10.geojson
+```
+
+* `-zg`: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+* `--coalesce-densest-as-needed`: If the tiles are too big at low or medium zoom levels, merge as many features together as are necessary to allow tiles to be created with those features that are still distinguished
+* `--extend-zooms-if-still-dropping`: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+
+### Merge multiple sources (Illinois and Indiana counties) into the same layer
+
+```
+curl -L -O https://www2.census.gov/geo/tiger/TIGER2010/COUNTY/2010/tl_2010_17_county10.zip
+unzip tl_2010_17_county10.zip
+ogr2ogr -f GeoJSON tl_2010_17_county10.geojson tl_2010_17_county10.shp
+
+curl -L -O https://www2.census.gov/geo/tiger/TIGER2010/COUNTY/2010/tl_2010_18_county10.zip
+unzip tl_2010_18_county10.zip
+ogr2ogr -f GeoJSON tl_2010_18_county10.geojson tl_2010_18_county10.shp
+
+tippecanoe -zg -o counties-merged.mbtiles -l counties --coalesce-densest-as-needed --extend-zooms-if-still-dropping tl_2010_17_county10.geojson tl_2010_18_county10.geojson
+```
+
+As above, but
+
+* `-l counties`: Specify the layer name instead of letting it be derived from the source file names
+
+### Selectively remove and replace features (Census tracts) to update a tileset
+
+```
+# Retrieve and tile California 2000 Census tracts
+curl -L -O https://www2.census.gov/geo/tiger/TIGER2010/TRACT/2000/tl_2010_06_tract00.zip
+unzip tl_2010_06_tract00.zip
+ogr2ogr -f GeoJSON tl_2010_06_tract00.shp.json tl_2010_06_tract00.shp
+tippecanoe -z11 -o tracts.mbtiles -l tracts tl_2010_06_tract00.shp.json
+
+# Create a copy of the tileset, minus Alameda County (FIPS code 001)
+tile-join -j '{"*":["none",["==","COUNTYFP00","001"]]}' -f -o tracts-filtered.mbtiles tracts.mbtiles
+
+# Retrieve and tile Alameda County Census tracts for 2010
+curl -L -O https://www2.census.gov/geo/tiger/TIGER2010/TRACT/2010/tl_2010_06001_tract10.zip
+unzip tl_2010_06001_tract10.zip
+ogr2ogr -f GeoJSON tl_2010_06001_tract10.shp.json tl_2010_06001_tract10.shp
+tippecanoe -z11 -o tracts-added.mbtiles -l tracts tl_2010_06001_tract10.shp.json
+
+# Merge the filtered tileset and the tileset of new tracts into a final tileset
+tile-join -o tracts-final.mbtiles tracts-filtered.mbtiles tracts-added.mbtiles
+```
+
+The `-z11` option explicitly specifies the maxzoom, to make sure both the old and new tilesets have the same zoom range.
+
+The `-j` option to `tile-join` specifies a filter, so that only the desired features will be copied to the new tileset.
+This filter excludes (using `none`) any features whose FIPS code (`COUNTYFP00`) is the code for Alameda County (`001`).
+
 Options
 -------
 
@@ -96,13 +292,15 @@ delete the file that already exists with that name.
 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.
 
-If you are mapping point features, you will often want to use `-Bg` to automatically choose
-a base zoom level for dot dropping. If that doesn't work out for you, try
-`-r1 --drop-fraction-as-needed` to turn off the normal dot dropping and instead
-only drop features if the tiles get too big.
+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.
 
-If you are mapping points or polygons, you will often want to use `--drop-densest-as-needed`
-to drop some of them if necessary to make the low zoom levels work.
+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.
 
@@ -125,10 +323,19 @@ If your input is formatted as newline-delimited GeoJSON, use `-P` to make input
 ### Input files and layer names
 
  * _name_`.json` or _name_`.geojson`: Read the named GeoJSON input file into a layer called _name_.
- * _name_`.geobuf` or _name_`.geobuf`: Read the named Geobuf 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.
+ * `-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. (If the `"file"` key is an empty string, it means to read from the standard input stream.) 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, and/or a `"format"` field to specify `csv` or `geobuf` file format if it is not obvious from the `name`. Example:
+
+```
+tippecanoe -z5 -o world.mbtiles -L'{"file":"ne_10m_admin_0_countries.json", "layer":"countries", "description":"Natural Earth countries"}'
+```
+
+CSV input files currently support only Point geometries, from columns named `latitude`, `longitude`, `lat`, `lon`, `long`, `lng`, `x`, or `y`.
 
 ### Parallel processing of input
 
@@ -157,6 +364,39 @@ Parallel processing will also be automatic if the input file is in Geobuf format
  * `-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.
+
+If you know the precision to which you want your data to be represented,
+or the map scale of a corresponding printed map,
+this table shows the approximate precision and scale corresponding to various
+`-z` options if you use the default `-d` detail of 12:
+
+zoom level | precision (ft) | precision (m) | map scale
+---------- | -------------- | ------------- | ---------
+`-z0` | 32000 ft | 10000 m | 1:320,000,000
+`-z1` | 16000 ft | 5000 m | 1:160,000,000
+`-z2` | 8000 ft | 2500 m | 1:80,000,000
+`-z3` | 4000 ft | 1250 m | 1:40,000,000
+`-z4` | 2000 ft | 600 m | 1:20,000,000
+`-z5` | 1000 ft | 300 m | 1:10,000,000
+`-z6` | 500 ft | 150 m | 1:5,000,000
+`-z7` | 250 ft | 80 m | 1:2,500,000
+`-z8` | 125 ft | 40 m | 1:1,250,000
+`-z9` | 64 ft | 20 m | 1:640,000
+`-z10` | 32 ft | 10 m | 1:320,000
+`-z11` | 16 ft | 5 m | 1:160,000
+`-z12` | 8 ft | 2 m | 1:80,000
+`-z13` | 4 ft | 1 m | 1:40,000
+`-z14` | 2 ft | 0.5 m | 1:20,000
+`-z15` | 1 ft | 0.25 m | 1:10,000
+`-z16` | 6 in | 15 cm | 1:5000
+`-z17` | 3 in | 8 cm | 1:2500
+`-z18` | 1.5 in | 4 cm | 1:1250
+`-z19` | 0.8 in | 2 cm | 1:600
+`-z20` | 0.4 in | 1 cm | 1:300
+`-z21` | 0.2 in | 0.5 cm | 1:150
+`-z22` | 0.1 in | 0.25 cm | 1:75
 
 ### Tile resolution
 
@@ -170,15 +410,29 @@ resolution is obtained than by using a smaller _maxzoom_ or _detail_.
 
 ### 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 attributes from all features. You can specify multiple `-x` options to exclude several attributes. (Don't comma-separate names within a single `-x`.)
+ * `-y` _name_ or `--include=`_name_: Include the named attributes in all features, excluding all those not explicitly named. You can specify multiple `-y` options to explicitly include several attributes. (Don't comma-separate names within a single `-y`.)
+ * `-X` or `--exclude-all`: Exclude all attributes and encode only geometries
+
+### Modifying feature attributes
+
  * `-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.
- * `-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.
+ * `-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.
+ * `-pe` or `--empty-csv-columns-are-null`: Treat empty CSV columns as nulls rather than as empty strings.
+ * `-aI` or `--convert-stringified-ids-to-numbers`: If a feature ID is the string representation of a number, convert it to a plain number to use as the feature ID.
+ * `--use-attribute-for-id=`*name*: Use the attribute with the specified *name* as if it were specified as the feature ID. (If this attribute is a stringified number, you must also use `-aI` to convert it to a number.)
+
+### 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://docs.mapbox.com/mapbox-gl-js/style-spec/#other-filter)) and only include those that match. Any features in layers that have no filter specified will be passed through. Filters for the layer `"*"` apply to all layers. The special variable `$zoom` refers to the current zoom level.
  * `-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`:
@@ -187,6 +441,23 @@ Example: to find the Natural Earth countries with low `scalerank` but high `LABE
 tippecanoe -z5 -o filtered.mbtiles -j '{ "ne_10m_admin_0_countries": [ "all", [ "<", "scalerank", 3 ], [ ">", "LABELRANK", 5 ] ] }' ne_10m_admin_0_countries.geojson
 ```
 
+Example: to retain only major TIGER roads at low zoom levels:
+
+```
+tippecanoe -o roads.mbtiles -j '{ "*": [ "any", [ ">=", "$zoom", 11 ], [ "in", "MTFCC", "S1100", "S1200" ] ] }' tl_2015_06001_roads.json
+```
+
+Tippecanoe also accepts expressions of the form `[ "attribute-filter", name, expression ]`, to filter individual feature attributes
+instead of entire features. For example, you can exclude the road names at low zoom levels by doing
+
+```
+tippecanoe -o roads.mbtiles -j '{ "*": [ "attribute-filter", "FULLNAME", [ ">=", "$zoom", 9 ] ] }' tl_2015_06001_roads.json
+```
+
+An `attribute-filter` expression itself is always considered to evaluate to `true` (in other words, to retain the feature instead
+of dropping it). If you want to use multiple `attribute-filter` expressions, or to use other expressions to remove features from
+the same layer, enclose them in an `all` expression so they will all be evaluated.
+
 ### 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).
@@ -199,13 +470,18 @@ tippecanoe -z5 -o filtered.mbtiles -j '{ "ne_10m_admin_0_countries": [ "all", [
    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 (except through `--accumulate-attribute`), only their geometry. Furthermore, the polygons to which nested polygons are coalesced may not necessarily be the immediately enclosing features.
+ * `-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 `"clustered": 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
 
@@ -218,6 +494,7 @@ tippecanoe -z5 -o filtered.mbtiles -j '{ "ne_10m_admin_0_countries": [ "all", [
    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)
+ * `-pn` or `--no-simplification-of-shared-nodes`: Don't simplify away nodes that appear in more than one feature or are used multiple times within the same feature, so that the intersection node will not be lost from intersecting roads. (This will not be effective if you also use `--coalesce` or `--detect-shared-borders`.)
  * `-pt` or `--no-tiny-polygon-reduction`: Don't combine the area of very small polygons into small squares that represent their combined area.
 
 ### Attempts to improve shared polygon boundaries
@@ -234,25 +511,34 @@ tippecanoe -z5 -o filtered.mbtiles -j '{ "ne_10m_admin_0_countries": [ "all", [
 ### Reordering features within each tile
 
  * `-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 don't want to use this.
- * `-ac` or `--coalesce`: Coalesce adjacent line and polygon features that have the same properties. You probably don't want to use this.
+ * `-ac` or `--coalesce`: Coalesce consecutive features that have the same attributes. This can be useful if you have lots of small polygons with identical attributes and you would like to merge them together.
+ * `-ao` or `--reorder`: Reorder features to put ones with the same attributes in sequence (instead of ones that are approximately spatially adjacent), to try to get them to coalesce. You probably want to use this if you use `--coalesce`.
  * `-ar` or `--reverse`: Try reversing the directions of lines to make them coalesce and compress better. You probably don't want to use this.
+ * `-ah` or `--hilbert`: Put features in Hilbert Curve order instead of the usual Z-Order. This improves the odds that spatially adjacent features will be sequentially adjacent, and should improve density calculations and spatial coalescing. It should be the default eventually.
 
 ### 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.
+ * `-ai` or `--generate-ids`: Add an `id` (a feature ID, not an attribute named `id`) to each feature that does not already have one. There is currently no guarantee that the `id` added will be stable between runs or that it will not conflict with manually-assigned feature IDs. Future versions of Tippecanoe may change the mechanism for allocating IDs.
 
 ### 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.
+ * `-aw` or `--detect-longitude-wraparound`: Detect when consecutive points within a feature jump to the other side of the world, and try to fix the geometry.
+ * `-pw` or `--use-source-polygon-winding`: Instead of respecting GeoJSON polygon ring order, use the original polygon winding in the source data to distinguish inner (clockwise) and outer (counterclockwise) polygon rings.
+ * `-pW` or `--reverse-source-polygon-winding`: Instead of respecting GeoJSON polygon ring order, use the opposite of the original polygon winding in the source data to distinguish inner (counterclockwise) and outer (clockwise) polygon rings.
+ * `--clip-bounding-box=`*minlon*`,`*minlat*`,`*maxlon*`,`*maxlat*: Clip all features to the specified bounding box.
 
 ### 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.
+ * `-pC` or `--no-tile-compression`: Don't compress the PBF vector tile data. If you are getting "Unimplemented type 3" error messages from a renderer, it is probably because it expects uncompressed tiles using this option rather than the normal gzip-compressed tiles.
  * `-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.
+ * `--tile-stats-attributes-limit=`*count*: Include `tilestats` information about at most *count* attributes instead of the default 1000.
+ * `--tile-stats-sample-values-limit=`*count*: Calculate `tilestats` attribute statistics based on *count* values instead of the default 1000.
+ * `--tile-stats-values-limit=`*count*: Report *count* unique attribute values in `tilestats` instead of the default 100.
 
 ### Temporary storage
 
@@ -261,7 +547,9 @@ tippecanoe -z5 -o filtered.mbtiles -j '{ "ne_10m_admin_0_countries": [ "all", [
 
 ### Progress indicator
 
- * `-q` or `--quiet`: Work quietly instead of reporting progress
+ * `-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
 
 ### Filters
@@ -283,7 +571,7 @@ The postfilter receives the features at tile resolution, after simplification, c
 
 The layer name is provided as part of the `tippecanoe` element of the feature and must be passed through
 to keep the feature in its correct layer. In the case of the prefilter, the `tippecanoe` element may also
-contain `index`, `sequence`, and `extent` elements, which must be passed through for internal operations like
+contain `index`, `sequence`, `extent`, and `dropped`, elements, which must be passed through for internal operations like
 `--drop-densest-as-needed`, `--drop-smallest-as-needed`, and `--preserve-input-order` to work.
 
 #### Examples:
@@ -355,32 +643,11 @@ the filename or name specified using `--layer`, like this:
 }
 ```
 
-Point styling
--------------
+If your source GeoJSON only has `minzoom`, `maxzoom` and/or `layer` within `properties` you can use [ndjson-cli](https://github.com/mbostock/ndjson-cli/blob/master/README.md) to move them into the required `tippecanoe` object by piping the GeoJSON like this:
 
-To provide a consistent density gradient as you zoom, the Mapbox Studio style needs to be
-coordinated with the base zoom level and dot-dropping rate. You can use this shell script to
-calculate the appropriate marker-width at high zoom levels to match the fraction of dots
-that were dropped at low zoom levels.
-
-If you used `-B` or `-z` to change the base zoom level or `-r` to change the
-dot-dropping rate, replace them in the `basezoom` and `rate` below.
-
-    awk 'BEGIN {
-        dotsize = 2;    # up to you to decide
-        basezoom = 14;  # tippecanoe -z 14
-        rate = 2.5;     # tippecanoe -r 2.5
-
-        print "  marker-line-width: 0;";
-        print "  marker-ignore-placement: true;";
-        print "  marker-allow-overlap: true;";
-        print "  marker-width: " dotsize ";";
-        for (i = basezoom + 1; i <= 22; i++) {
-            print "  [zoom >= " i "] { marker-width: " (dotsize * exp(log(sqrt(rate)) * (i - basezoom))) "; }";
-        }
-
-        exit(0);
-    }'
+```sh
+ndjson-map 'd.tippecanoe = { minzoom: d.properties.minzoom, maxzoom: d.properties.maxzoom, layer: d.properties.layer }, delete d.properties.minzoom, delete d.properties.maxzoom, delete d.properties.layer, d'
+```
 
 Geometric simplifications
 -------------------------
@@ -410,7 +677,7 @@ all of them should have had together.
 
 Features in the same tile that share the same type and attributes are coalesced
 together into a single geometry if you use `--coalesce`. You are strongly encouraged to use -x to exclude
-any unnecessary properties to reduce wasted file size.
+any unnecessary attributes to reduce wasted file size.
 
 If a tile is larger than 500K, it will try encoding that tile at progressively
 lower resolutions before failing if it still doesn't fit.
@@ -497,12 +764,16 @@ The options are:
 
 ### Tileset description and attribution
 
- * `-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.
  * `-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
@@ -515,9 +786,11 @@ The options are:
 ### 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.
+ * `-X` or `--exclude-all`: Remove all attributes from the output.
  * `-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* or `--feature-filter`=*filter*: Check features against a per-layer filter (as defined in the [Mapbox GL Style Specification](https://docs.mapbox.com/mapbox-gl-js/style-spec/#other-filter)) and only include those that match. Any features in layers that have no filter specified will be passed through. Filters for the layer `"*"` apply to all layers.
  * `-J` *filter-file* or `--feature-filter-file`=*filter-file*: Like `-j`, but read the filter from a file.
+ * `-pe` or `--empty-csv-columns-are-null`: Treat empty CSV columns as nulls rather than as empty strings.
 
 ### Setting or disabling tile size limits
 
@@ -536,7 +809,7 @@ Example
 Imagine you have a tileset of census blocks:
 
 ```sh
-curl -O http://www2.census.gov/geo/tiger/TIGER2010/TABBLOCK/2010/tl_2010_06001_tabblock10.zip
+curl -L -O http://www2.census.gov/geo/tiger/TIGER2010/TABBLOCK/2010/tl_2010_06001_tabblock10.zip
 unzip tl_2010_06001_tabblock10.zip
 ogr2ogr -f GeoJSON tl_2010_06001_tabblock10.json tl_2010_06001_tabblock10.shp
 ./tippecanoe -o tl_2010_06001_tabblock10.mbtiles tl_2010_06001_tabblock10.json
@@ -545,7 +818,7 @@ ogr2ogr -f GeoJSON tl_2010_06001_tabblock10.json tl_2010_06001_tabblock10.shp
 and a CSV of their populations:
 
 ```sh
-curl -O http://www2.census.gov/census_2010/01-Redistricting_File--PL_94-171/California/ca2010.pl.zip
+curl -L -O http://www2.census.gov/census_2010/01-Redistricting_File--PL_94-171/California/ca2010.pl.zip
 unzip -p ca2010.pl.zip cageo2010.pl |
 awk 'BEGIN {
     print "GEOID10,population"
@@ -600,7 +873,7 @@ or on an individual tile:
     tippecanoe-decode file.mbtiles zoom x y
     tippecanoe-decode file.vector.pbf zoom x y
 
-If you decode an entire file, you get a nested `FeatureCollection` identifying each
+Unless you use `-c`, 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.
@@ -612,4 +885,68 @@ resolutions.
  * `-Z` _minzoom_ or `--minimum-zoom=`*minzoom*: Specify the lowest zoom level to decode from the tileset
  * `-l` _layer_ or `--layer=`*layer*: Decode only layers with the specified names. (Multiple `-l` options can be specified.)
  * `-c` or `--tag-layer-and-zoom`: Include each feature's layer and zoom level as part of its `tippecanoe` object rather than as a FeatureCollection wrapper
+ * `-S` or `--stats`: Just report statistics about each tile's size and the number of features in it, as a JSON structure.
  * `-f` or `--force`: Decode tiles even if polygon ring order or closure problems are detected
+
+tippecanoe-json-tool
+====================
+
+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.
+
+    tippecanoe-json-tool file.json [... file.json]
+
+Optionally also wraps them in a FeatureCollection or GeometryCollection as appropriate.
+
+Optionally extracts an attribute from the GeoJSON `properties` for sorting.
+
+Optionally joins a sorted CSV of new attributes to a sorted GeoJSON file.
+
+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
+`join` command does. The Unix `sort` command can be used to sort large files to prepare them for joining.
+
+The sorting interface is weird, and future version of `tippecanoe-json-tool` will replace it with
+something better.
+
+### Options
+
+ * `-w` or `--wrap`: Add the FeatureCollection or GeometryCollection wrapper.
+ * `-e` *attribute* or `--extract=`*attribute*: Extract the named attribute as a prefix to each feature.
+   The formatting makes excessive use of `\u` quoting so that it follows JSON string rules but will still
+   be sorted correctly by tools that just do ASCII comparisons.
+ * `-c` *file.csv* or `--csv=`*file.csv*: Join attributes 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.
+ * `-pe` or `--empty-csv-columns-are-null`: Treat empty CSV columns as nulls rather than as empty strings.
+
+### Example
+
+Join Census LEHD ([Longitudinal Employer-Household Dynamics](https://lehd.ces.census.gov/)) employment data to a file of Census block geography
+for Tippecanoe County, Indiana.
+
+Download Census block geometry, and convert to GeoJSON:
+
+```
+$ curl -L -O https://www2.census.gov/geo/tiger/TIGER2010/TABBLOCK/2010/tl_2010_18157_tabblock10.zip
+$ unzip tl_2010_18157_tabblock10.zip
+$ ogr2ogr -f GeoJSON tl_2010_18157_tabblock10.json tl_2010_18157_tabblock10.shp
+```
+
+Download Indiana employment data, and fix name of join key in header
+
+```
+$ curl -L -O https://lehd.ces.census.gov/data/lodes/LODES7/in/wac/in_wac_S000_JT00_2015.csv.gz
+$ gzip -dc in_wac_S000_JT00_2015.csv.gz | sed '1s/w_geocode/GEOID10/' > in_wac_S000_JT00_2015.csv
+```
+
+Sort GeoJSON block geometry so it is ordered by block ID. If you don't do this, you will get a
+"GeoJSON file is out of sort" error.
+
+```
+$ tippecanoe-json-tool -e GEOID10 tl_2010_18157_tabblock10.json | LC_ALL=C sort > tl_2010_18157_tabblock10.sort.json
+```
+
+Join block geometries to employment attributes:
+
+```
+$ tippecanoe-json-tool -c in_wac_S000_JT00_2015.csv tl_2010_18157_tabblock10.sort.json > blocks-wac.json
+```

codecov.yml

@@ -0,0 +1,7 @@
+ignore:
+  - "test"
+  - "mapbox"
+
+coverage:
+  status:
+    patch: off

csv.cpp

@@ -0,0 +1,174 @@
+#include "csv.hpp"
+#include "text.hpp"
+
+std::vector<std::string> csv_split(const char *s) {
+	std::vector<std::string> ret;
+
+	while (*s && *s != '\n' && *s != '\r') {
+		const char *start = s;
+		int within = 0;
+
+		for (; *s && *s != '\n' && *s != '\r'; s++) {
+			if (*s == '"') {
+				within = !within;
+			}
+
+			if (*s == ',' && !within) {
+				break;
+			}
+		}
+
+		std::string v = std::string(start, s - start);
+		ret.push_back(v);
+
+		if (*s == ',') {
+			s++;
+
+			while (*s && isspace(*s)) {
+				s++;
+			}
+
+			if (*s == '\0' || *s == '\r' || *s == '\n') {
+				ret.push_back(std::string(""));
+				break;
+			}
+		}
+	}
+
+	return ret;
+}
+
+std::string csv_dequote(std::string s) {
+	std::string out;
+	for (size_t i = 0; i < s.size(); i++) {
+		if (s[i] == '"') {
+			if (i + 1 < s.size() && s[i + 1] == '"') {
+				out.push_back('"');
+			}
+		} else {
+			out.push_back(s[i]);
+		}
+	}
+	return out;
+}
+
+std::string csv_getline(FILE *f) {
+	std::string out;
+	int c;
+	while ((c = getc(f)) != EOF) {
+		out.push_back(c);
+		if (c == '\n') {
+			break;
+		}
+	}
+	return out;
+}
+
+void readcsv(const char *fn, std::vector<std::string> &header, std::map<std::string, std::vector<std::string>> &mapping) {
+	FILE *f = fopen(fn, "r");
+	if (f == NULL) {
+		perror(fn);
+		exit(EXIT_FAILURE);
+	}
+
+	std::string s;
+	if ((s = csv_getline(f)).size() > 0) {
+		std::string err = check_utf8(s);
+		if (err != "") {
+			fprintf(stderr, "%s: %s\n", fn, err.c_str());
+			exit(EXIT_FAILURE);
+		}
+
+		header = csv_split(s.c_str());
+
+		for (size_t i = 0; i < header.size(); i++) {
+			header[i] = csv_dequote(header[i]);
+		}
+	}
+	while ((s = csv_getline(f)).size() > 0) {
+		std::string err = check_utf8(s);
+		if (err != "") {
+			fprintf(stderr, "%s: %s\n", fn, err.c_str());
+			exit(EXIT_FAILURE);
+		}
+
+		std::vector<std::string> line = csv_split(s.c_str());
+		if (line.size() > 0) {
+			line[0] = csv_dequote(line[0]);
+		}
+
+		for (size_t i = 0; i < line.size() && i < header.size(); i++) {
+			// printf("putting %s\n", line[0].c_str());
+			mapping.insert(std::pair<std::string, std::vector<std::string>>(line[0], line));
+		}
+	}
+
+	if (fclose(f) != 0) {
+		perror("fclose");
+		exit(EXIT_FAILURE);
+	}
+}
+
+// Follow JSON rules for what looks like a number
+bool is_number(std::string const &s) {
+	const char *cp = s.c_str();
+	char c = *(cp++);
+
+	if (c == '-' || (c >= '0' && c <= '9')) {
+		if (c == '-') {
+			c = *(cp++);
+		}
+
+		if (c == '0') {
+			;
+		} else if (c >= '1' && c <= '9') {
+			c = *cp;
+
+			while (c >= '0' && c <= '9') {
+				cp++;
+				c = *cp;
+			}
+		}
+
+		if (*cp == '.') {
+			cp++;
+
+			c = *cp;
+			if (c < '0' || c > '9') {
+				return false;
+			}
+			while (c >= '0' && c <= '9') {
+				cp++;
+				c = *cp;
+			}
+		}
+
+		c = *cp;
+		if (c == 'e' || c == 'E') {
+			cp++;
+
+			c = *cp;
+			if (c == '+' || c == '-') {
+				cp++;
+			}
+
+			c = *cp;
+			if (c < '0' || c > '9') {
+				return false;
+			}
+			while (c >= '0' && c <= '9') {
+				cp++;
+				c = *cp;
+			}
+		}
+
+		if (*cp == '\0') {
+			return true;
+		} else {
+			// Something non-numeric at the end
+			return false;
+		}
+	}
+
+	return false;
+}

csv.hpp

@@ -0,0 +1,16 @@
+#ifndef CSV_HPP
+#define CSV_HPP
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <vector>
+#include <string>
+#include <map>
+
+std::vector<std::string> csv_split(const char *s);
+std::string csv_dequote(std::string s);
+void readcsv(const char *fn, std::vector<std::string> &header, std::map<std::string, std::vector<std::string>> &mapping);
+std::string csv_getline(FILE *f);
+bool is_number(std::string const &s);
+
+#endif

decode.cpp

@@ -11,19 +11,81 @@
 #include <zlib.h>
 #include <math.h>
 #include <fcntl.h>
+#include <dirent.h>
 #include <sys/stat.h>
 #include <sys/mman.h>
 #include <protozero/pbf_reader.hpp>
+#include <sys/stat.h>
 #include "mvt.hpp"
 #include "projection.hpp"
 #include "geometry.hpp"
 #include "write_json.hpp"
+#include "jsonpull/jsonpull.h"
+#include "dirtiles.hpp"
 
 int minzoom = 0;
 int maxzoom = 32;
 bool force = false;
 
-void handle(std::string message, int z, unsigned x, unsigned y, int describe, std::set<std::string> const &to_decode, bool pipeline) {
+void do_stats(mvt_tile &tile, size_t size, bool compressed, int z, unsigned x, unsigned y, json_writer &state) {
+	state.json_write_hash();
+
+	state.json_write_string("zoom");
+	state.json_write_signed(z);
+
+	state.json_write_string("x");
+	state.json_write_unsigned(x);
+
+	state.json_write_string("y");
+	state.json_write_unsigned(y);
+
+	state.json_write_string("bytes");
+	state.json_write_unsigned(size);
+
+	state.json_write_string("compressed");
+	state.json_write_bool(compressed);
+
+	state.json_write_string("layers");
+	state.json_write_hash();
+
+	for (size_t i = 0; i < tile.layers.size(); i++) {
+		state.json_write_string(tile.layers[i].name);
+
+		size_t points = 0, lines = 0, polygons = 0;
+		for (size_t j = 0; j < tile.layers[i].features.size(); j++) {
+			if (tile.layers[i].features[j].type == mvt_point) {
+				points++;
+			} else if (tile.layers[i].features[j].type == mvt_linestring) {
+				lines++;
+			} else if (tile.layers[i].features[j].type == mvt_polygon) {
+				polygons++;
+			}
+		}
+
+		state.json_write_hash();
+
+		state.json_write_string("points");
+		state.json_write_unsigned(points);
+
+		state.json_write_string("lines");
+		state.json_write_unsigned(lines);
+
+		state.json_write_string("polygons");
+		state.json_write_unsigned(polygons);
+
+		state.json_write_string("extent");
+		state.json_write_signed(tile.layers[i].extent);
+
+		state.json_end_hash();
+	}
+
+	state.json_end_hash();
+	state.json_end_hash();
+
+	state.json_write_newline();
+}
+
+void handle(std::string message, int z, unsigned x, unsigned y, std::set<std::string> const &to_decode, bool pipeline, bool stats, json_writer &state) {
 	mvt_tile tile;
 	bool was_compressed;
 
@@ -32,74 +94,141 @@ void handle(std::string message, int z, unsigned x, unsigned y, int describe, st
 			fprintf(stderr, "Couldn't parse tile %d/%u/%u\n", z, x, y);
 			exit(EXIT_FAILURE);
 		}
-	} catch (protozero::unknown_pbf_wire_type_exception e) {
+	} catch (std::exception const &e) {
 		fprintf(stderr, "PBF decoding error in tile %d/%u/%u\n", z, x, y);
 		exit(EXIT_FAILURE);
 	}
 
-	if (!pipeline) {
-		printf("{ \"type\": \"FeatureCollection\"");
+	if (stats) {
+		do_stats(tile, message.size(), was_compressed, z, x, y, state);
+		return;
+	}
+
+	if (!pipeline) {
+		state.json_write_hash();
+
+		state.json_write_string("type");
+		state.json_write_string("FeatureCollection");
+
+		if (true) {
+			state.json_write_string("properties");
+			state.json_write_hash();
+
+			state.json_write_string("zoom");
+			state.json_write_signed(z);
+
+			state.json_write_string("x");
+			state.json_write_signed(x);
+
+			state.json_write_string("y");
+			state.json_write_signed(y);
 
-		if (describe) {
-			printf(", \"properties\": { \"zoom\": %d, \"x\": %d, \"y\": %d", z, x, y);
 			if (!was_compressed) {
-				printf(", \"compressed\": false");
+				state.json_write_string("compressed");
+				state.json_write_bool(false);
 			}
-			printf(" }");
+
+			state.json_end_hash();
 
 			if (projection != projections) {
-				printf(", \"crs\": { \"type\": \"name\", \"properties\": { \"name\": ");
-				fprintq(stdout, projection->alias);
-				printf(" } }");
+				state.json_write_string("crs");
+				state.json_write_hash();
+
+				state.json_write_string("type");
+				state.json_write_string("name");
+
+				state.json_write_string("properties");
+				state.json_write_hash();
+
+				state.json_write_string("name");
+				state.json_write_string(projection->alias);
+
+				state.json_end_hash();
+				state.json_end_hash();
 			}
 		}
 
-		printf(", \"features\": [\n");
+		state.json_write_string("features");
+		state.json_write_array();
+		state.json_write_newline();
 	}
 
 	bool first_layer = true;
 	for (size_t l = 0; l < tile.layers.size(); l++) {
 		mvt_layer &layer = tile.layers[l];
 
+		if (layer.extent <= 0) {
+			fprintf(stderr, "Impossible layer extent %lld in mbtiles\n", layer.extent);
+			exit(EXIT_FAILURE);
+		}
+
 		if (to_decode.size() != 0 && !to_decode.count(layer.name)) {
 			continue;
 		}
 
 		if (!pipeline) {
-			if (describe) {
+			if (true) {
 				if (!first_layer) {
-					printf(",\n");
+					state.json_comma_newline();
 				}
 
-				printf("{ \"type\": \"FeatureCollection\"");
-				printf(", \"properties\": { \"layer\": ");
-				fprintq(stdout, layer.name.c_str());
-				printf(", \"version\": %d, \"extent\": %lld", layer.version, layer.extent);
-				printf(" }");
-				printf(", \"features\": [\n");
+				state.json_write_hash();
 
+				state.json_write_string("type");
+				state.json_write_string("FeatureCollection");
+
+				state.json_write_string("properties");
+				state.json_write_hash();
+
+				state.json_write_string("layer");
+				state.json_write_string(layer.name);
+
+				state.json_write_string("version");
+				state.json_write_signed(layer.version);
+
+				state.json_write_string("extent");
+				state.json_write_signed(layer.extent);
+
+				state.json_end_hash();
+
+				state.json_write_string("features");
+				state.json_write_array();
+
+				state.json_write_newline();
 				first_layer = false;
 			}
 		}
 
-		layer_to_geojson(stdout, layer, z, x, y, !pipeline, pipeline, pipeline, 0, 0, 0, !force);
+		// X and Y are unsigned, so no need to check <0
+		if (x > (1ULL << z) || y > (1ULL << z)) {
+			fprintf(stderr, "Impossible tile %d/%u/%u\n", z, x, y);
+			exit(EXIT_FAILURE);
+		}
+
+		layer_to_geojson(layer, z, x, y, !pipeline, pipeline, pipeline, false, 0, 0, 0, !force, state);
 
 		if (!pipeline) {
-			if (describe) {
-				printf("] }\n");
+			if (true) {
+				state.json_end_array();
+				state.json_end_hash();
+				state.json_write_newline();
 			}
 		}
 	}
 
 	if (!pipeline) {
-		printf("] }\n");
+		state.json_end_array();
+		state.json_end_hash();
+		state.json_write_newline();
 	}
 }
 
-void decode(char *fname, int z, unsigned x, unsigned y, std::set<std::string> const &to_decode, bool pipeline) {
-	sqlite3 *db;
+void decode(char *fname, int z, unsigned x, unsigned y, std::set<std::string> const &to_decode, bool pipeline, bool stats, std::set<std::string> const &exclude_meta) {
+	sqlite3 *db = NULL;
+	bool isdir = false;
 	int oz = z;
 	unsigned ox = x, oy = y;
+	json_writer state(stdout);
 
 	int fd = open(fname, O_RDONLY | O_CLOEXEC);
 	if (fd >= 0) {
@@ -111,7 +240,7 @@ void decode(char *fname, int z, unsigned x, unsigned y, std::set<std::string> co
 					if (strcmp(map, "SQLite format 3") != 0) {
 						if (z >= 0) {
 							std::string s = std::string(map, st.st_size);
-							handle(s, z, x, y, 1, to_decode, pipeline);
+							handle(s, z, x, y, to_decode, pipeline, stats, state);
 							munmap(map, st.st_size);
 							return;
 						} else {
@@ -133,16 +262,38 @@ void decode(char *fname, int z, unsigned x, unsigned y, std::set<std::string> co
 		perror(fname);
 	}
 
-	if (sqlite3_open(fname, &db) != SQLITE_OK) {
-		fprintf(stderr, "%s: %s\n", fname, sqlite3_errmsg(db));
-		exit(EXIT_FAILURE);
+	struct stat st;
+	std::vector<zxy> tiles;
+	if (stat(fname, &st) == 0 && (st.st_mode & S_IFDIR) != 0) {
+		isdir = true;
+
+		db = dirmeta2tmp(fname);
+		tiles = enumerate_dirtiles(fname, minzoom, maxzoom);
+	} else {
+		if (sqlite3_open(fname, &db) != SQLITE_OK) {
+			fprintf(stderr, "%s: %s\n", fname, sqlite3_errmsg(db));
+			exit(EXIT_FAILURE);
+		}
+
+		char *err = NULL;
+		if (sqlite3_exec(db, "PRAGMA integrity_check;", NULL, NULL, &err) != SQLITE_OK) {
+			fprintf(stderr, "%s: integrity_check: %s\n", fname, err);
+			exit(EXIT_FAILURE);
+		}
 	}
 
 	if (z < 0) {
 		int within = 0;
 
-		if (!pipeline) {
-			printf("{ \"type\": \"FeatureCollection\", \"properties\": {\n");
+		if (!pipeline && !stats) {
+			state.json_write_hash();
+
+			state.json_write_string("type");
+			state.json_write_string("FeatureCollection");
+
+			state.json_write_string("properties");
+			state.json_write_hash();
+			state.json_write_newline();
 
 			const char *sql2 = "SELECT name, value from metadata order by name;";
 			sqlite3_stmt *stmt2;
@@ -152,60 +303,139 @@ void decode(char *fname, int z, unsigned x, unsigned y, std::set<std::string> co
 			}
 
 			while (sqlite3_step(stmt2) == SQLITE_ROW) {
-				if (within) {
-					printf(",\n");
-				}
-				within = 1;
-
 				const unsigned char *name = sqlite3_column_text(stmt2, 0);
 				const unsigned char *value = sqlite3_column_text(stmt2, 1);
 
-				fprintq(stdout, (char *) name);
-				printf(": ");
-				fprintq(stdout, (char *) value);
+				if (name == NULL || value == NULL) {
+					fprintf(stderr, "Corrupt mbtiles file: null metadata\n");
+					exit(EXIT_FAILURE);
+				}
+
+				if (exclude_meta.count((char *) name) == 0) {
+					if (within) {
+						state.json_comma_newline();
+					}
+					within = 1;
+
+					state.json_write_string((char *) name);
+					state.json_write_string((char *) value);
+				}
 			}
 
+			state.json_write_newline();
+			state.wantnl = false;  // XXX
+
 			sqlite3_finalize(stmt2);
 		}
 
-		const char *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;";
-		sqlite3_stmt *stmt;
-		if (sqlite3_prepare_v2(db, sql, -1, &stmt, NULL) != SQLITE_OK) {
-			fprintf(stderr, "%s: select failed: %s\n", fname, sqlite3_errmsg(db));
-			exit(EXIT_FAILURE);
+		if (stats) {
+			state.json_write_array();
+			state.json_write_newline();
 		}
 
-		sqlite3_bind_int(stmt, 1, minzoom);
-		sqlite3_bind_int(stmt, 2, maxzoom);
+		if (!pipeline && !stats) {
+			state.json_end_hash();
 
-		if (!pipeline) {
-			printf("\n}, \"features\": [\n");
+			state.json_write_string("features");
+			state.json_write_array();
+			state.json_write_newline();
 		}
 
-		within = 0;
-		while (sqlite3_step(stmt) == SQLITE_ROW) {
-			if (!pipeline) {
-				if (within) {
-					printf(",\n");
+		if (isdir) {
+			within = 0;
+			for (size_t i = 0; i < tiles.size(); i++) {
+				if (!pipeline && !stats) {
+					if (within) {
+						state.json_comma_newline();
+					}
+					within = 1;
 				}
-				within = 1;
+				if (stats) {
+					if (within) {
+						state.json_comma_newline();
+					}
+					within = 1;
+				}
+
+				std::string fn = std::string(fname) + "/" + tiles[i].path();
+				FILE *f = fopen(fn.c_str(), "rb");
+				if (f == NULL) {
+					perror(fn.c_str());
+					exit(EXIT_FAILURE);
+				}
+
+				std::string s;
+				char buf[2000];
+				ssize_t n;
+				while ((n = fread(buf, 1, 2000, f)) > 0) {
+					s.append(std::string(buf, n));
+				}
+				fclose(f);
+
+				handle(s, tiles[i].z, tiles[i].x, tiles[i].y, to_decode, pipeline, stats, state);
+			}
+		} else {
+			const char *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;";
+			sqlite3_stmt *stmt;
+			if (sqlite3_prepare_v2(db, sql, -1, &stmt, NULL) != SQLITE_OK) {
+				fprintf(stderr, "%s: select failed: %s\n", fname, sqlite3_errmsg(db));
+				exit(EXIT_FAILURE);
 			}
 
-			int len = sqlite3_column_bytes(stmt, 0);
-			int tz = sqlite3_column_int(stmt, 1);
-			int tx = sqlite3_column_int(stmt, 2);
-			int ty = sqlite3_column_int(stmt, 3);
-			ty = (1LL << tz) - 1 - ty;
-			const char *s = (const char *) sqlite3_column_blob(stmt, 0);
+			sqlite3_bind_int(stmt, 1, minzoom);
+			sqlite3_bind_int(stmt, 2, maxzoom);
 
-			handle(std::string(s, len), tz, tx, ty, 1, to_decode, pipeline);
+			within = 0;
+			while (sqlite3_step(stmt) == SQLITE_ROW) {
+				if (!pipeline && !stats) {
+					if (within) {
+						state.json_comma_newline();
+					}
+					within = 1;
+				}
+				if (stats) {
+					if (within) {
+						state.json_comma_newline();
+					}
+					within = 1;
+				}
+
+				int len = sqlite3_column_bytes(stmt, 0);
+				int tz = sqlite3_column_int(stmt, 1);
+				int tx = sqlite3_column_int(stmt, 2);
+				int ty = sqlite3_column_int(stmt, 3);
+
+				if (tz < 0 || tz >= 32) {
+					fprintf(stderr, "Impossible zoom level %d in mbtiles\n", tz);
+					exit(EXIT_FAILURE);
+				}
+
+				ty = (1LL << tz) - 1 - ty;
+				const char *s = (const char *) sqlite3_column_blob(stmt, 0);
+
+				if (s == NULL) {
+					fprintf(stderr, "Corrupt mbtiles file: null entry in tiles table\n");
+					exit(EXIT_FAILURE);
+				}
+
+				handle(std::string(s, len), tz, tx, ty, to_decode, pipeline, stats, state);
+			}
+
+			sqlite3_finalize(stmt);
 		}
 
-		if (!pipeline) {
-			printf("] }\n");
+		if (!pipeline && !stats) {
+			state.json_end_array();
+			state.json_end_hash();
+			state.json_write_newline();
+		}
+		if (stats) {
+			state.json_end_array();
+			state.json_write_newline();
+		}
+		if (pipeline) {
+			state.json_write_newline();
 		}
-
-		sqlite3_finalize(stmt);
 	} else {
 		int handled = 0;
 		while (z >= 0 && !handled) {
@@ -224,11 +454,16 @@ void decode(char *fname, int z, unsigned x, unsigned y, std::set<std::string> co
 				int len = sqlite3_column_bytes(stmt, 0);
 				const char *s = (const char *) sqlite3_column_blob(stmt, 0);
 
+				if (s == NULL) {
+					fprintf(stderr, "Corrupt mbtiles file: null entry in tiles table\n");
+					exit(EXIT_FAILURE);
+				}
+
 				if (z != oz) {
 					fprintf(stderr, "%s: Warning: using tile %d/%u/%u instead of %d/%u/%u\n", fname, z, x, y, oz, ox, oy);
 				}
 
-				handle(std::string(s, len), z, x, y, 0, to_decode, pipeline);
+				handle(std::string(s, len), z, x, y, to_decode, pipeline, stats, state);
 				handled = 1;
 			}
 
@@ -257,6 +492,8 @@ int main(int argc, char **argv) {
 	int i;
 	std::set<std::string> to_decode;
 	bool pipeline = false;
+	bool stats = false;
+	std::set<std::string> exclude_meta;
 
 	struct option long_options[] = {
 		{"projection", required_argument, 0, 's'},
@@ -264,7 +501,9 @@ int main(int argc, char **argv) {
 		{"minimum-zoom", required_argument, 0, 'Z'},
 		{"layer", required_argument, 0, 'l'},
 		{"tag-layer-and-zoom", no_argument, 0, 'c'},
+		{"stats", no_argument, 0, 'S'},
 		{"force", no_argument, 0, 'f'},
+		{"exclude-metadata-row", required_argument, 0, 'x'},
 		{0, 0, 0, 0},
 	};
 
@@ -304,19 +543,27 @@ int main(int argc, char **argv) {
 			pipeline = true;
 			break;
 
+		case 'S':
+			stats = true;
+			break;
+
 		case 'f':
 			force = true;
 			break;
 
+		case 'x':
+			exclude_meta.insert(optarg);
+			break;
+
 		default:
 			usage(argv);
 		}
 	}
 
 	if (argc == optind + 4) {
-		decode(argv[optind], atoi(argv[optind + 1]), atoi(argv[optind + 2]), atoi(argv[optind + 3]), to_decode, pipeline);
+		decode(argv[optind], atoi(argv[optind + 1]), atoi(argv[optind + 2]), atoi(argv[optind + 3]), to_decode, pipeline, stats, exclude_meta);
 	} else if (argc == optind + 1) {
-		decode(argv[optind], -1, -1, -1, to_decode, pipeline);
+		decode(argv[optind], -1, -1, -1, to_decode, pipeline, stats, exclude_meta);
 	} else {
 		usage(argv);
 	}

dirtiles.cpp

@@ -2,15 +2,19 @@
 #include <fstream>
 #include <sstream>
 #include <string>
+#include <algorithm>
 #include <stdio.h>
 #include <string.h>
 #include <unistd.h>
 #include <dirent.h>
+#include <limits.h>
 #include <sys/stat.h>
+#include <sqlite3.h>
+#include "jsonpull/jsonpull.h"
 #include "dirtiles.hpp"
 
-std::string dir_read_tile(std::string pbfPath) {
-	std::ifstream pbfFile(pbfPath, std::ios::in | std::ios::binary);
+std::string dir_read_tile(std::string base, struct zxy tile) {
+	std::ifstream pbfFile(base + "/" + tile.path(), std::ios::in | std::ios::binary);
 	std::ostringstream contents;
 	contents << pbfFile.rdbuf();
 	pbfFile.close();
@@ -39,7 +43,7 @@ void dir_write_tile(const char *outdir, int z, int tx, int ty, std::string const
 	pbfFile.close();
 }
 
-bool numeric(const char *s) {
+static bool numeric(const char *s) {
 	if (*s == '\0') {
 		return false;
 	}
@@ -51,33 +55,63 @@ bool numeric(const char *s) {
 	return true;
 }
 
-bool pbfname(const char *s) {
+static bool pbfname(const char *s) {
 	while (*s >= '0' && *s <= '9') {
 		s++;
 	}
 
-	return strcmp(s, ".pbf") == 0;
+	return strcmp(s, ".pbf") == 0 || strcmp(s, ".mvt") == 0;
 }
 
-void check_dir(const char *dir, bool rm) {
+void check_dir(const char *dir, char **argv, bool force, bool forcetable) {
 	struct stat st;
 
+	mkdir(dir, S_IRWXU | S_IRWXG | S_IRWXO);
 	std::string meta = std::string(dir) + "/" + "metadata.json";
-	if (rm) {
+	if (force) {
 		unlink(meta.c_str());  // error OK since it may not exist;
 	} else {
 		if (stat(meta.c_str(), &st) == 0) {
-			fprintf(stderr, "%s: file exists\n", meta.c_str());
-			exit(EXIT_FAILURE);
+			fprintf(stderr, "%s: Tileset \"%s\" already exists. You can use --force if you want to delete the old tileset.\n", argv[0], dir);
+			fprintf(stderr, "%s: %s: file exists\n", argv[0], meta.c_str());
+			if (!forcetable) {
+				exit(EXIT_FAILURE);
+			}
 		}
 	}
 
-	DIR *d1 = opendir(dir);
+	if (forcetable) {
+		// Don't clear existing tiles
+		return;
+	}
+
+	std::vector<zxy> tiles = enumerate_dirtiles(dir, INT_MIN, INT_MAX);
+
+	for (size_t i = 0; i < tiles.size(); i++) {
+		std::string fn = std::string(dir) + "/" + tiles[i].path();
+
+		if (force) {
+			if (unlink(fn.c_str()) != 0) {
+				perror(fn.c_str());
+				exit(EXIT_FAILURE);
+			}
+		} else {
+			fprintf(stderr, "%s: file exists\n", fn.c_str());
+			exit(EXIT_FAILURE);
+		}
+	}
+}
+
+std::vector<zxy> enumerate_dirtiles(const char *fname, int minzoom, int maxzoom) {
+	std::vector<zxy> tiles;
+
+	DIR *d1 = opendir(fname);
 	if (d1 != NULL) {
 		struct dirent *dp;
 		while ((dp = readdir(d1)) != NULL) {
-			if (numeric(dp->d_name)) {
-				std::string z = std::string(dir) + "/" + dp->d_name;
+			if (numeric(dp->d_name) && atoi(dp->d_name) >= minzoom && atoi(dp->d_name) <= maxzoom) {
+				std::string z = std::string(fname) + "/" + dp->d_name;
+				int tz = atoi(dp->d_name);
 
 				DIR *d2 = opendir(z.c_str());
 				if (d2 == NULL) {
@@ -89,6 +123,7 @@ void check_dir(const char *dir, bool rm) {
 				while ((dp2 = readdir(d2)) != NULL) {
 					if (numeric(dp2->d_name)) {
 						std::string x = z + "/" + dp2->d_name;
+						int tx = atoi(dp2->d_name);
 
 						DIR *d3 = opendir(x.c_str());
 						if (d3 == NULL) {
@@ -99,17 +134,13 @@ void check_dir(const char *dir, bool rm) {
 						struct dirent *dp3;
 						while ((dp3 = readdir(d3)) != NULL) {
 							if (pbfname(dp3->d_name)) {
-								std::string y = x + "/" + dp3->d_name;
-
-								if (rm) {
-									if (unlink(y.c_str()) != 0) {
-										perror(y.c_str());
-										exit(EXIT_FAILURE);
-									}
-								} else {
-									fprintf(stderr, "%s: file exists\n", y.c_str());
-									exit(EXIT_FAILURE);
+								int ty = atoi(dp3->d_name);
+								zxy tile(tz, tx, ty);
+								if (strstr(dp3->d_name, ".mvt") != NULL) {
+									tile.extension = ".mvt";
 								}
+
+								tiles.push_back(tile);
 							}
 						}
 
@@ -123,4 +154,58 @@ void check_dir(const char *dir, bool rm) {
 
 		closedir(d1);
 	}
+
+	std::sort(tiles.begin(), tiles.end());
+	return tiles;
+}
+
+sqlite3 *dirmeta2tmp(const char *fname) {
+	sqlite3 *db;
+	char *err = NULL;
+
+	if (sqlite3_open("", &db) != SQLITE_OK) {
+		fprintf(stderr, "Temporary db: %s\n", sqlite3_errmsg(db));
+		exit(EXIT_FAILURE);
+	}
+	if (sqlite3_exec(db, "CREATE TABLE metadata (name text, value text);", NULL, NULL, &err) != SQLITE_OK) {
+		fprintf(stderr, "Create metadata table: %s\n", err);
+		exit(EXIT_FAILURE);
+	}
+
+	std::string name = fname;
+	name += "/metadata.json";
+
+	FILE *f = fopen(name.c_str(), "r");
+	if (f == NULL) {
+		perror(name.c_str());
+	} else {
+		json_pull *jp = json_begin_file(f);
+		json_object *o = json_read_tree(jp);
+		if (o == NULL) {
+			fprintf(stderr, "%s: metadata parsing error: %s\n", name.c_str(), jp->error);
+			exit(EXIT_FAILURE);
+		}
+
+		if (o->type != JSON_HASH) {
+			fprintf(stderr, "%s: bad metadata format\n", name.c_str());
+			exit(EXIT_FAILURE);
+		}
+
+		for (size_t i = 0; i < o->length; i++) {
+			if (o->keys[i]->type != JSON_STRING || o->values[i]->type != JSON_STRING) {
+				fprintf(stderr, "%s: non-string in metadata\n", name.c_str());
+			}
+
+			char *sql = sqlite3_mprintf("INSERT INTO metadata (name, value) VALUES (%Q, %Q);", o->keys[i]->string, o->values[i]->string);
+			if (sqlite3_exec(db, sql, NULL, NULL, &err) != SQLITE_OK) {
+				fprintf(stderr, "set %s in metadata: %s\n", o->keys[i]->string, err);
+			}
+			sqlite3_free(sql);
+		}
+
+		json_end(jp);
+		fclose(f);
+	}
+
+	return db;
 }

dirtiles.hpp

@@ -1,12 +1,49 @@
 #include <string>
+#include <vector>
+#include <sys/stat.h>
 
 #ifndef DIRTILES_HPP
 #define DIRTILES_HPP
 
-std::string dir_read_tile(std::string pbfPath);
-
 void dir_write_tile(const char *outdir, int z, int tx, int ty, std::string const &pbf);
 
-void check_dir(const char *d, bool rm);
+void check_dir(const char *d, char **argv, bool force, bool forcetable);
+
+struct zxy {
+	long long z;
+	long long x;
+	long long y;
+	std::string extension = ".pbf";
+
+	zxy(int _z, int _x, int _y)
+	    : z(_z), x(_x), y(_y) {
+	}
+
+	bool operator<(const zxy &other) const {
+		if (z < other.z) {
+			return true;
+		}
+		if (z == other.z) {
+			if (x < other.x) {
+				return true;
+			}
+			if (x == other.x) {
+				if (y > other.y) {
+					return true;  // reversed for TMS
+				}
+			}
+		}
+
+		return false;
+	}
+
+	std::string path() {
+		return std::to_string(z) + "/" + std::to_string(x) + "/" + std::to_string(y) + extension;
+	}
+};
+
+std::vector<zxy> enumerate_dirtiles(const char *fname, int minzoom, int maxzoom);
+sqlite3 *dirmeta2tmp(const char *fname);
+std::string dir_read_tile(std::string pbfPath, struct zxy tile);
 
 #endif

enumerate.cpp

@@ -11,6 +11,12 @@ void enumerate(char *fname) {
 		exit(EXIT_FAILURE);
 	}
 
+	char *err = NULL;
+	if (sqlite3_exec(db, "PRAGMA integrity_check;", NULL, NULL, &err) != SQLITE_OK) {
+		fprintf(stderr, "%s: integrity_check: %s\n", fname, err);
+		exit(EXIT_FAILURE);
+	}
+
 	const char *sql = "SELECT zoom_level, tile_column, tile_row from tiles order by zoom_level, tile_column, tile_row;";
 
 	sqlite3_stmt *stmt;
@@ -24,6 +30,11 @@ void enumerate(char *fname) {
 		long long x = sqlite3_column_int(stmt, 1);
 		long long y = sqlite3_column_int(stmt, 2);
 
+		if (zoom < 0 || zoom > 31) {
+			fprintf(stderr, "Corrupt mbtiles file: impossible zoom level %lld\n", zoom);
+			exit(EXIT_FAILURE);
+		}
+
 		y = (1LL << zoom) - 1 - y;
 		printf("%s %lld %lld %lld\n", fname, zoom, x, y);
 	}

evaluator.cpp

@@ -69,7 +69,7 @@ int compare(mvt_value one, json_object *two, bool &fail) {
 	exit(EXIT_FAILURE);
 }
 
-bool eval(std::map<std::string, mvt_value> const &feature, json_object *f) {
+bool eval(std::map<std::string, mvt_value> const &feature, json_object *f, std::set<std::string> &exclude_attributes) {
 	if (f == NULL || f->type != JSON_ARRAY) {
 		fprintf(stderr, "Filter is not an array: %s\n", json_stringify(f));
 		exit(EXIT_FAILURE);
@@ -191,7 +191,7 @@ bool eval(std::map<std::string, mvt_value> const &feature, json_object *f) {
 		}
 
 		for (size_t i = 1; i < f->length; i++) {
-			bool out = eval(feature, f->array[i]);
+			bool out = eval(feature, f->array[i], exclude_attributes);
 
 			if (strcmp(f->array[0]->string, "all") == 0) {
 				v = v && out;
@@ -269,11 +269,30 @@ bool eval(std::map<std::string, mvt_value> const &feature, json_object *f) {
 		}
 	}
 
+	if (strcmp(f->array[0]->string, "attribute-filter") == 0) {
+		if (f->length != 3) {
+			fprintf(stderr, "Wrong number of array elements in filter: %s\n", json_stringify(f));
+			exit(EXIT_FAILURE);
+		}
+
+		if (f->array[1]->type != JSON_STRING) {
+			fprintf(stderr, "\"attribute-filter\" key is not a string: %s\n", json_stringify(f));
+			exit(EXIT_FAILURE);
+		}
+
+		bool ok = eval(feature, f->array[2], exclude_attributes);
+		if (!ok) {
+			exclude_attributes.insert(f->array[1]->string);
+		}
+
+		return true;
+	}
+
 	fprintf(stderr, "Unknown filter %s\n", json_stringify(f));
 	exit(EXIT_FAILURE);
 }
 
-bool evaluate(std::map<std::string, mvt_value> const &feature, std::string const &layer, json_object *filter) {
+bool evaluate(std::map<std::string, mvt_value> const &feature, std::string const &layer, json_object *filter, std::set<std::string> &exclude_attributes) {
 	if (filter == NULL || filter->type != JSON_HASH) {
 		fprintf(stderr, "Error: filter is not a hash: %s\n", json_stringify(filter));
 		exit(EXIT_FAILURE);
@@ -284,12 +303,12 @@ bool evaluate(std::map<std::string, mvt_value> const &feature, std::string const
 
 	f = json_hash_get(filter, layer.c_str());
 	if (ok && f != NULL) {
-		ok = eval(feature, f);
+		ok = eval(feature, f, exclude_attributes);
 	}
 
 	f = json_hash_get(filter, "*");
 	if (ok && f != NULL) {
-		ok = eval(feature, f);
+		ok = eval(feature, f, exclude_attributes);
 	}
 
 	return ok;

evaluator.hpp

@@ -3,10 +3,11 @@
 
 #include <map>
 #include <string>
+#include <set>
 #include "jsonpull/jsonpull.h"
 #include "mvt.hpp"
 
-bool evaluate(std::map<std::string, mvt_value> const &feature, std::string const &layer, json_object *filter);
+bool evaluate(std::map<std::string, mvt_value> const &feature, std::string const &layer, json_object *filter, std::set<std::string> &exclude_attributes);
 json_object *parse_filter(const char *s);
 json_object *read_filter(const char *fname);
 

geobuf.cpp

@@ -13,6 +13,7 @@
 #include "protozero/pbf_writer.hpp"
 #include "milo/dtoa_milo.h"
 #include "jsonpull/jsonpull.h"
+#include "text.hpp"
 
 #define POINT 0
 #define MULTIPOINT 1
@@ -22,13 +23,13 @@
 #define MULTIPOLYGON 5
 
 struct queued_feature {
-	protozero::pbf_reader pbf;
-	size_t dim;
-	double e;
-	std::vector<std::string> *keys;
-	struct serialization_state *sst;
-	int layer;
-	std::string layername;
+	protozero::pbf_reader pbf{};
+	size_t dim = 0;
+	double e = 0;
+	std::vector<std::string> *keys = NULL;
+	std::vector<struct serialization_state> *sst = NULL;
+	int layer = 0;
+	std::string layername = "";
 };
 
 static std::vector<queued_feature> feature_queue;
@@ -40,7 +41,7 @@ void ensureDim(size_t dim) {
 	}
 }
 
-serial_val readValue(protozero::pbf_reader &pbf, std::vector<std::string> &keys) {
+serial_val readValue(protozero::pbf_reader &pbf) {
 	serial_val sv;
 	sv.type = mvt_null;
 	sv.s = "null";
@@ -94,7 +95,7 @@ serial_val readValue(protozero::pbf_reader &pbf, std::vector<std::string> &keys)
 	return sv;
 }
 
-drawvec readPoint(std::vector<long long> &coords, std::vector<int> &lengths, size_t dim, double e) {
+drawvec readPoint(std::vector<long long> &coords, size_t dim, double e) {
 	ensureDim(dim);
 
 	long long x, y;
@@ -104,7 +105,7 @@ drawvec readPoint(std::vector<long long> &coords, std::vector<int> &lengths, siz
 	return dv;
 }
 
-drawvec readLinePart(std::vector<long long> &coords, std::vector<int> &lengths, size_t dim, double e, size_t start, size_t end, bool closed) {
+drawvec readLinePart(std::vector<long long> &coords, size_t dim, double e, size_t start, size_t end, bool closed) {
 	ensureDim(dim);
 
 	drawvec dv;
@@ -141,19 +142,19 @@ drawvec readLinePart(std::vector<long long> &coords, std::vector<int> &lengths,
 	return dv;
 }
 
-drawvec readLine(std::vector<long long> &coords, std::vector<int> &lengths, size_t dim, double e, bool closed) {
-	return readLinePart(coords, lengths, dim, e, 0, coords.size(), closed);
+drawvec readLine(std::vector<long long> &coords, size_t dim, double e, bool closed) {
+	return readLinePart(coords, dim, e, 0, coords.size(), closed);
 }
 
 drawvec readMultiLine(std::vector<long long> &coords, std::vector<int> &lengths, size_t dim, double e, bool closed) {
 	if (lengths.size() == 0) {
-		return readLinePart(coords, lengths, dim, e, 0, coords.size(), closed);
+		return readLinePart(coords, dim, e, 0, coords.size(), closed);
 	}
 
 	drawvec dv;
 	size_t here = 0;
 	for (size_t i = 0; i < lengths.size(); i++) {
-		drawvec dv2 = readLinePart(coords, lengths, dim, e, here, here + lengths[i] * dim, closed);
+		drawvec dv2 = readLinePart(coords, dim, e, here, here + lengths[i] * dim, closed);
 		here += lengths[i] * dim;
 
 		for (size_t j = 0; j < dv2.size(); j++) {
@@ -168,7 +169,7 @@ drawvec readMultiPolygon(std::vector<long long> &coords, std::vector<int> &lengt
 	ensureDim(dim);
 
 	if (lengths.size() == 0) {
-		return readLinePart(coords, lengths, dim, e, 0, coords.size(), true);
+		return readLinePart(coords, dim, e, 0, coords.size(), true);
 	}
 
 	size_t polys = lengths[0];
@@ -180,7 +181,7 @@ drawvec readMultiPolygon(std::vector<long long> &coords, std::vector<int> &lengt
 		size_t rings = lengths[n++];
 
 		for (size_t j = 0; j < rings; j++) {
-			drawvec dv2 = readLinePart(coords, lengths, dim, e, here, here + lengths[n] * dim, true);
+			drawvec dv2 = readLinePart(coords, dim, e, here, here + lengths[n] * dim, true);
 			here += lengths[n] * dim;
 			n++;
 
@@ -196,8 +197,8 @@ drawvec readMultiPolygon(std::vector<long long> &coords, std::vector<int> &lengt
 }
 
 struct drawvec_type {
-	drawvec dv;
-	int type;
+	drawvec dv{};
+	int type = 0;
 };
 
 std::vector<drawvec_type> readGeometry(protozero::pbf_reader &pbf, size_t dim, double e, std::vector<std::string> &keys) {
@@ -246,13 +247,15 @@ std::vector<drawvec_type> readGeometry(protozero::pbf_reader &pbf, size_t dim, d
 
 	drawvec_type dv;
 	if (type == POINT) {
-		dv.dv = readPoint(coords, lengths, dim, e);
+		dv.dv = readPoint(coords, dim, e);
 	} else if (type == MULTIPOINT) {
-		dv.dv = readLine(coords, lengths, dim, e, false);
+		dv.dv = readLine(coords, dim, e, false);
 	} else if (type == LINESTRING) {
-		dv.dv = readLine(coords, lengths, dim, e, false);
+		dv.dv = readLine(coords, dim, e, false);
 	} else if (type == POLYGON) {
 		dv.dv = readMultiLine(coords, lengths, dim, e, true);
+	} else if (type == MULTILINESTRING) {
+		dv.dv = readMultiLine(coords, lengths, dim, e, false);
 	} else if (type == MULTIPOLYGON) {
 		dv.dv = readMultiPolygon(coords, lengths, dim, e);
 	} else {
@@ -311,7 +314,7 @@ void readFeature(protozero::pbf_reader &pbf, size_t dim, double e, std::vector<s
 
 		case 13: {
 			protozero::pbf_reader value_reader(pbf.get_message());
-			values.push_back(readValue(value_reader, keys));
+			values.push_back(readValue(value_reader));
 			break;
 		}
 
@@ -387,7 +390,6 @@ void readFeature(protozero::pbf_reader &pbf, size_t dim, double e, std::vector<s
 		sf.t = dv[i].type;
 		sf.full_keys = full_keys;
 		sf.full_values = full_values;
-		sf.m = sf.full_values.size();
 
 		auto tip = other.find("tippecanoe");
 		if (tip != other.end()) {
@@ -398,13 +400,13 @@ void readFeature(protozero::pbf_reader &pbf, size_t dim, double e, std::vector<s
 				json_object *min = json_hash_get(o, "minzoom");
 				if (min != NULL && (min->type == JSON_STRING || min->type == JSON_NUMBER)) {
 					sf.has_tippecanoe_minzoom = true;
-					sf.tippecanoe_minzoom = atoi(min->string);
+					sf.tippecanoe_minzoom = integer_zoom(sst->fname, min->string);
 				}
 
 				json_object *max = json_hash_get(o, "maxzoom");
 				if (max != NULL && (max->type == JSON_STRING || max->type == JSON_NUMBER)) {
 					sf.has_tippecanoe_maxzoom = true;
-					sf.tippecanoe_maxzoom = atoi(max->string);
+					sf.tippecanoe_maxzoom = integer_zoom(sst->fname, max->string);
 				}
 
 				json_object *tlayer = json_hash_get(o, "layer");
@@ -425,6 +427,10 @@ struct queue_run_arg {
 	size_t start;
 	size_t end;
 	size_t segment;
+
+	queue_run_arg(size_t start1, size_t end1, size_t segment1)
+	    : start(start1), end(end1), segment(segment1) {
+	}
 };
 
 void *run_parse_feature(void *v) {
@@ -432,7 +438,7 @@ void *run_parse_feature(void *v) {
 
 	for (size_t i = qra->start; i < qra->end; i++) {
 		struct queued_feature &qf = feature_queue[i];
-		readFeature(qf.pbf, qf.dim, qf.e, *qf.keys, &qf.sst[qra->segment], qf.layer, qf.layername);
+		readFeature(qf.pbf, qf.dim, qf.e, *qf.keys, &(*qf.sst)[qra->segment], qf.layer, qf.layername);
 	}
 
 	return NULL;
@@ -443,16 +449,21 @@ void runQueue() {
 		return;
 	}
 
-	struct queue_run_arg qra[CPUS];
-	pthread_t pthreads[CPUS];
+	std::vector<struct queue_run_arg> qra;
+
+	std::vector<pthread_t> pthreads;
+	pthreads.resize(CPUS);
 
 	for (size_t i = 0; i < CPUS; i++) {
-		*(feature_queue[0].sst[i].layer_seq) = *(feature_queue[0].sst[0].layer_seq) + feature_queue.size() * i / CPUS;
+		*((*(feature_queue[0].sst))[i].layer_seq) = *((*(feature_queue[0].sst))[0].layer_seq) + feature_queue.size() * i / CPUS;
 
-		qra[i].start = feature_queue.size() * i / CPUS;
-		qra[i].end = feature_queue.size() * (i + 1) / CPUS;
-		qra[i].segment = i;
+		qra.push_back(queue_run_arg(
+			feature_queue.size() * i / CPUS,
+			feature_queue.size() * (i + 1) / CPUS,
+			i));
+	}
 
+	for (size_t i = 0; i < CPUS; i++) {
 		if (pthread_create(&pthreads[i], NULL, run_parse_feature, &qra[i]) != 0) {
 			perror("pthread_create");
 			exit(EXIT_FAILURE);
@@ -467,11 +478,13 @@ void runQueue() {
 		}
 	}
 
-	*(feature_queue[0].sst[0].layer_seq) = *(feature_queue[0].sst[CPUS - 1].layer_seq);
+	// Lack of atomicity is OK, since we are single-threaded again here
+	long long was = *((*(feature_queue[0].sst))[CPUS - 1].layer_seq);
+	*((*(feature_queue[0].sst))[0].layer_seq) = was;
 	feature_queue.clear();
 }
 
-void queueFeature(protozero::pbf_reader &pbf, size_t dim, double e, std::vector<std::string> &keys, struct serialization_state *sst, int layer, std::string layername) {
+void queueFeature(protozero::pbf_reader &pbf, size_t dim, double e, std::vector<std::string> &keys, std::vector<struct serialization_state> *sst, int layer, std::string layername) {
 	struct queued_feature qf;
 	qf.pbf = pbf;
 	qf.dim = dim;
@@ -488,7 +501,7 @@ void queueFeature(protozero::pbf_reader &pbf, size_t dim, double e, std::vector<
 	}
 }
 
-void outBareGeometry(drawvec const &dv, int type, size_t dim, double e, std::vector<std::string> &keys, struct serialization_state *sst, int layer, std::string layername) {
+void outBareGeometry(drawvec const &dv, int type, struct serialization_state *sst, int layer, std::string layername) {
 	serial_feature sf;
 
 	sf.layer = layer;
@@ -501,12 +514,11 @@ void outBareGeometry(drawvec const &dv, int type, size_t dim, double e, std::vec
 	sf.seq = (*sst->layer_seq);
 	sf.geometry = dv;
 	sf.t = type;
-	sf.m = 0;
 
 	serialize_feature(sst, sf);
 }
 
-void readFeatureCollection(protozero::pbf_reader &pbf, size_t dim, double e, std::vector<std::string> &keys, struct serialization_state *sst, int layer, std::string layername) {
+void readFeatureCollection(protozero::pbf_reader &pbf, size_t dim, double e, std::vector<std::string> &keys, std::vector<struct serialization_state> *sst, int layer, std::string layername) {
 	while (pbf.next()) {
 		switch (pbf.tag()) {
 		case 1: {
@@ -521,7 +533,7 @@ void readFeatureCollection(protozero::pbf_reader &pbf, size_t dim, double e, std
 	}
 }
 
-void parse_geobuf(struct serialization_state *sst, const char *src, size_t len, int layer, std::string layername) {
+void parse_geobuf(std::vector<struct serialization_state> *sst, const char *src, size_t len, int layer, std::string layername) {
 	protozero::pbf_reader pbf(src, len);
 
 	size_t dim = 2;
@@ -558,7 +570,8 @@ void parse_geobuf(struct serialization_state *sst, const char *src, size_t len,
 			protozero::pbf_reader geometry_reader(pbf.get_message());
 			std::vector<drawvec_type> dv = readGeometry(geometry_reader, dim, e, keys);
 			for (size_t i = 0; i < dv.size(); i++) {
-				outBareGeometry(dv[i].dv, dv[i].type, dim, e, keys, sst, layer, layername);
+				// Always on thread 0
+				outBareGeometry(dv[i].dv, dv[i].type, &(*sst)[0], layer, layername);
 			}
 			break;
 		}

geobuf.hpp

@@ -8,6 +8,6 @@
 #include "mbtiles.hpp"
 #include "serial.hpp"
 
-void parse_geobuf(struct serialization_state *sst, const char *s, size_t len, int layer, std::string layername);
+void parse_geobuf(std::vector<struct serialization_state> *sst, const char *s, size_t len, int layer, std::string layername);
 
 #endif

geocsv.cpp

@@ -0,0 +1,139 @@
+#include <stdlib.h>
+#include <algorithm>
+#include "geocsv.hpp"
+#include "mvt.hpp"
+#include "serial.hpp"
+#include "projection.hpp"
+#include "main.hpp"
+#include "text.hpp"
+#include "csv.hpp"
+#include "milo/dtoa_milo.h"
+#include "options.hpp"
+
+void parse_geocsv(std::vector<struct serialization_state> &sst, std::string fname, int layer, std::string layername) {
+	FILE *f;
+
+	if (fname.size() == 0) {
+		f = stdin;
+	} else {
+		f = fopen(fname.c_str(), "r");
+		if (f == NULL) {
+			perror(fname.c_str());
+			exit(EXIT_FAILURE);
+		}
+	}
+
+	std::string s;
+	std::vector<std::string> header;
+	ssize_t latcol = -1, loncol = -1;
+
+	if ((s = csv_getline(f)).size() > 0) {
+		std::string err = check_utf8(s);
+		if (err != "") {
+			fprintf(stderr, "%s: %s\n", fname.c_str(), err.c_str());
+			exit(EXIT_FAILURE);
+		}
+
+		header = csv_split(s.c_str());
+
+		for (size_t i = 0; i < header.size(); i++) {
+			header[i] = csv_dequote(header[i]);
+
+			std::string lower(header[i]);
+			std::transform(lower.begin(), lower.end(), lower.begin(), ::tolower);
+
+			if (lower == "y" || lower == "lat" || (lower.find("latitude") != std::string::npos)) {
+				latcol = i;
+			}
+			if (lower == "x" || lower == "lon" || lower == "lng" || lower == "long" || (lower.find("longitude") != std::string::npos)) {
+				loncol = i;
+			}
+		}
+	}
+
+	if (latcol < 0 || loncol < 0) {
+		fprintf(stderr, "%s: Can't find \"lat\" and \"lon\" columns\n", fname.c_str());
+		exit(EXIT_FAILURE);
+	}
+
+	size_t seq = 0;
+	while ((s = csv_getline(f)).size() > 0) {
+		std::string err = check_utf8(s);
+		if (err != "") {
+			fprintf(stderr, "%s: %s\n", fname.c_str(), err.c_str());
+			exit(EXIT_FAILURE);
+		}
+
+		seq++;
+		std::vector<std::string> line = csv_split(s.c_str());
+
+		if (line.size() != header.size()) {
+			fprintf(stderr, "%s:%zu: Mismatched column count: %zu in line, %zu in header\n", fname.c_str(), seq + 1, line.size(), header.size());
+			exit(EXIT_FAILURE);
+		}
+
+		if (line[loncol].empty() || line[latcol].empty()) {
+			static int warned = 0;
+			if (!warned) {
+				fprintf(stderr, "%s:%zu: null geometry (additional not reported)\n", fname.c_str(), seq + 1);
+				warned = 1;
+			}
+			continue;
+		}
+		double lon = atof(line[loncol].c_str());
+		double lat = atof(line[latcol].c_str());
+
+		long long x, y;
+		projection->project(lon, lat, 32, &x, &y);
+		drawvec dv;
+		dv.push_back(draw(VT_MOVETO, x, y));
+
+		std::vector<std::string> full_keys;
+		std::vector<serial_val> full_values;
+
+		for (size_t i = 0; i < line.size(); i++) {
+			if (i != (size_t) latcol && i != (size_t) loncol) {
+				line[i] = csv_dequote(line[i]);
+
+				serial_val sv;
+				if (is_number(line[i])) {
+					sv.type = mvt_double;
+				} else if (line[i].size() == 0 && prevent[P_EMPTY_CSV_COLUMNS]) {
+					sv.type = mvt_null;
+					line[i] = "null";
+				} else {
+					sv.type = mvt_string;
+				}
+				sv.s = line[i];
+
+				full_keys.push_back(header[i]);
+				full_values.push_back(sv);
+			}
+		}
+
+		serial_feature sf;
+
+		sf.layer = layer;
+		sf.layername = layername;
+		sf.segment = sst[0].segment;
+		sf.has_id = false;
+		sf.id = 0;
+		sf.has_tippecanoe_minzoom = false;
+		sf.has_tippecanoe_maxzoom = false;
+		sf.feature_minzoom = false;
+		sf.seq = *(sst[0].layer_seq);
+		sf.geometry = dv;
+		sf.t = 1;  // POINT
+		sf.full_keys = full_keys;
+		sf.full_values = full_values;
+
+		serialize_feature(&sst[0], sf);
+	}
+
+	if (fname.size() != 0) {
+		if (fclose(f) != 0) {
+			perror("fclose");
+			exit(EXIT_FAILURE);
+		}
+	}
+}

geocsv.hpp

@@ -0,0 +1,13 @@
+#ifndef GEOCSV_HPP
+#define GEOCSV_HPP
+
+#include <stdio.h>
+#include <set>
+#include <map>
+#include <string>
+#include "mbtiles.hpp"
+#include "serial.hpp"
+
+void parse_geocsv(std::vector<struct serialization_state> &sst, std::string fname, int layer, std::string layername);
+
+#endif

geojson-loop.cpp

@@ -0,0 +1,184 @@
+#ifdef MTRACE
+#include <mcheck.h>
+#endif
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+#include <string.h>
+#include <unistd.h>
+#include <fcntl.h>
+#include <ctype.h>
+#include <errno.h>
+#include "geojson-loop.hpp"
+#include "jsonpull/jsonpull.h"
+
+// XXX duplicated
+#define GEOM_TYPES 6
+static const char *geometry_names[GEOM_TYPES] = {
+	"Point", "MultiPoint", "LineString", "MultiLineString", "Polygon", "MultiPolygon",
+};
+
+// XXX duplicated
+static void json_context(json_object *j) {
+	char *s = json_stringify(j);
+
+	if (strlen(s) >= 500) {
+		sprintf(s + 497, "...");
+	}
+
+	fprintf(stderr, "In JSON object %s\n", s);
+	free(s);  // stringify
+}
+
+void parse_json(json_feature_action *jfa, json_pull *jp) {
+	long long found_hashes = 0;
+	long long found_features = 0;
+	long long found_geometries = 0;
+
+	while (1) {
+		json_object *j = json_read(jp);
+		if (j == NULL) {
+			if (jp->error != NULL) {
+				fprintf(stderr, "%s:%d: %s\n", jfa->fname.c_str(), jp->line, jp->error);
+				if (jp->root != NULL) {
+					json_context(jp->root);
+				}
+			}
+
+			json_free(jp->root);
+			break;
+		}
+
+		if (j->type == JSON_HASH) {
+			found_hashes++;
+
+			if (found_hashes == 50 && found_features == 0 && found_geometries == 0) {
+				fprintf(stderr, "%s:%d: Warning: not finding any GeoJSON features or geometries in input yet after 50 objects.\n", jfa->fname.c_str(), jp->line);
+			}
+		}
+
+		json_object *type = json_hash_get(j, "type");
+		if (type == NULL || type->type != JSON_STRING) {
+			continue;
+		}
+
+		if (found_features == 0) {
+			int i;
+			int is_geometry = 0;
+			for (i = 0; i < GEOM_TYPES; i++) {
+				if (strcmp(type->string, geometry_names[i]) == 0) {
+					is_geometry = 1;
+					break;
+				}
+			}
+
+			if (is_geometry) {
+				if (j->parent != NULL) {
+					if (j->parent->type == JSON_ARRAY && j->parent->parent != NULL) {
+						if (j->parent->parent->type == JSON_HASH) {
+							json_object *geometries = json_hash_get(j->parent->parent, "geometries");
+							if (geometries != NULL) {
+								// Parent of Parent must be a GeometryCollection
+								is_geometry = 0;
+							}
+						}
+					} else if (j->parent->type == JSON_HASH) {
+						json_object *geometry = json_hash_get(j->parent, "geometry");
+						if (geometry != NULL) {
+							// Parent must be a Feature
+							is_geometry = 0;
+						}
+					}
+				}
+			}
+
+			if (is_geometry) {
+				json_object *jo = j;
+				while (jo != NULL) {
+					if (jo->parent != NULL && jo->parent->type == JSON_HASH) {
+						if (json_hash_get(jo->parent, "properties") == jo) {
+							// Ancestor is the value corresponding to a properties key
+							is_geometry = 0;
+							break;
+						}
+					}
+					jo = jo->parent;
+				}
+			}
+
+			if (is_geometry) {
+				if (found_features != 0 && found_geometries == 0) {
+					fprintf(stderr, "%s:%d: Warning: found a mixture of features and bare geometries\n", jfa->fname.c_str(), jp->line);
+				}
+				found_geometries++;
+
+				jfa->add_feature(j, false, NULL, NULL, NULL, j);
+				json_free(j);
+				continue;
+			}
+		}
+
+		if (strcmp(type->string, "Feature") != 0) {
+			if (strcmp(type->string, "FeatureCollection") == 0) {
+				jfa->check_crs(j);
+				json_free(j);
+			}
+
+			continue;
+		}
+
+		if (found_features == 0 && found_geometries != 0) {
+			fprintf(stderr, "%s:%d: Warning: found a mixture of features and bare geometries\n", jfa->fname.c_str(), jp->line);
+		}
+		found_features++;
+
+		json_object *geometry = json_hash_get(j, "geometry");
+		if (geometry == NULL) {
+			fprintf(stderr, "%s:%d: feature with no geometry\n", jfa->fname.c_str(), jp->line);
+			json_context(j);
+			json_free(j);
+			continue;
+		}
+
+		json_object *properties = json_hash_get(j, "properties");
+		if (properties == NULL || (properties->type != JSON_HASH && properties->type != JSON_NULL)) {
+			fprintf(stderr, "%s:%d: feature without properties hash\n", jfa->fname.c_str(), jp->line);
+			json_context(j);
+			json_free(j);
+			continue;
+		}
+
+		bool is_feature = true;
+		{
+			json_object *jo = j;
+			while (jo != NULL) {
+				if (jo->parent != NULL && jo->parent->type == JSON_HASH) {
+					if (json_hash_get(jo->parent, "properties") == jo) {
+						// Ancestor is the value corresponding to a properties key
+						is_feature = false;
+						break;
+					}
+				}
+				jo = jo->parent;
+			}
+		}
+		if (!is_feature) {
+			continue;
+		}
+
+		json_object *tippecanoe = json_hash_get(j, "tippecanoe");
+		json_object *id = json_hash_get(j, "id");
+
+		json_object *geometries = json_hash_get(geometry, "geometries");
+		if (geometries != NULL && geometries->type == JSON_ARRAY) {
+			jfa->add_feature(geometries, true, properties, id, tippecanoe, j);
+		} else {
+			jfa->add_feature(geometry, false, properties, id, tippecanoe, j);
+		}
+
+		json_free(j);
+
+		/* XXX check for any non-features in the outer object */
+	}
+}

geojson-loop.hpp

@@ -0,0 +1,11 @@
+#include <string>
+#include "jsonpull/jsonpull.h"
+
+struct json_feature_action {
+	std::string fname;
+
+	virtual int add_feature(json_object *geometry, bool geometrycollection, json_object *properties, json_object *id, json_object *tippecanoe, json_object *feature) = 0;
+	virtual void check_crs(json_object *j) = 0;
+};
+
+void parse_json(json_feature_action *action, json_pull *jp);

geojson.cpp

@@ -37,6 +37,7 @@
 #include "text.hpp"
 #include "read_json.hpp"
 #include "mvt.hpp"
+#include "geojson-loop.hpp"
 
 int serialize_geojson_feature(struct serialization_state *sst, json_object *geometry, json_object *properties, json_object *id, int layer, json_object *tippecanoe, json_object *feature, std::string layername) {
 	json_object *geometry_type = json_hash_get(geometry, "type");
@@ -82,19 +83,13 @@ int serialize_geojson_feature(struct serialization_state *sst, json_object *geom
 
 	if (tippecanoe != NULL) {
 		json_object *min = json_hash_get(tippecanoe, "minzoom");
-		if (min != NULL && min->type == JSON_NUMBER) {
-			tippecanoe_minzoom = min->number;
-		}
-		if (min != NULL && min->type == JSON_STRING) {
-			tippecanoe_minzoom = atoi(min->string);
+		if (min != NULL && (min->type == JSON_STRING || min->type == JSON_NUMBER)) {
+			tippecanoe_minzoom = integer_zoom(sst->fname, min->string);
 		}
 
 		json_object *max = json_hash_get(tippecanoe, "maxzoom");
-		if (max != NULL && max->type == JSON_NUMBER) {
-			tippecanoe_maxzoom = max->number;
-		}
-		if (max != NULL && max->type == JSON_STRING) {
-			tippecanoe_maxzoom = atoi(max->string);
+		if (max != NULL && (max->type == JSON_STRING || max->type == JSON_NUMBER)) {
+			tippecanoe_maxzoom = integer_zoom(sst->fname, max->string);
 		}
 
 		json_object *ln = json_hash_get(tippecanoe, "layer");
@@ -118,6 +113,13 @@ int serialize_geojson_feature(struct serialization_state *sst, json_object *geom
 						fprintf(stderr, "Warning: Can't represent non-integer feature ID %s\n", id->string);
 						warned_frac = true;
 					}
+				} else if (std::to_string(id_value) != id->string) {
+					static bool warned = false;
+
+					if (!warned) {
+						fprintf(stderr, "Warning: Can't represent too-large feature ID %s\n", id->string);
+						warned = true;
+					}
 				} else {
 					has_id = true;
 				}
@@ -130,13 +132,41 @@ int serialize_geojson_feature(struct serialization_state *sst, json_object *geom
 				}
 			}
 		} else {
-			static bool warned_nan = false;
+			bool converted = false;
 
-			if (!warned_nan) {
-				char *s = json_stringify(id);
-				fprintf(stderr, "Warning: Can't represent non-numeric feature ID %s\n", s);
-				free(s);  // stringify
-				warned_nan = true;
+			if (additional[A_CONVERT_NUMERIC_IDS] && id->type == JSON_STRING) {
+				char *err = NULL;
+				id_value = strtoull(id->string, &err, 10);
+
+				if (err != NULL && *err != '\0') {
+					static bool warned_frac = false;
+
+					if (!warned_frac) {
+						fprintf(stderr, "Warning: Can't represent non-integer feature ID %s\n", id->string);
+						warned_frac = true;
+					}
+				} else if (std::to_string(id_value) != id->string) {
+					static bool warned = false;
+
+					if (!warned) {
+						fprintf(stderr, "Warning: Can't represent too-large feature ID %s\n", id->string);
+						warned = true;
+					}
+				} else {
+					has_id = true;
+					converted = true;
+				}
+			}
+
+			if (!converted) {
+				static bool warned_nan = false;
+
+				if (!warned_nan) {
+					char *s = json_stringify(id);
+					fprintf(stderr, "Warning: Can't represent non-numeric feature ID %s\n", s);
+					free(s);  // stringify
+					warned_nan = true;
+				}
 			}
 		}
 	}
@@ -146,10 +176,15 @@ int serialize_geojson_feature(struct serialization_state *sst, json_object *geom
 		nprop = properties->length;
 	}
 
-	char *metakey[nprop];
+	std::vector<char *> metakey;
+	metakey.resize(nprop);
+
 	std::vector<std::string> metaval;
 	metaval.resize(nprop);
-	int metatype[nprop];
+
+	std::vector<int> metatype;
+	metatype.resize(nprop);
+
 	size_t m = 0;
 
 	for (size_t i = 0; i < nprop; i++) {
@@ -158,7 +193,7 @@ int serialize_geojson_feature(struct serialization_state *sst, json_object *geom
 
 			int type = -1;
 			std::string val;
-			stringify_value(properties->values[i], type, val, sst->fname, sst->line, feature, properties->keys[i]->string);
+			stringify_value(properties->values[i], type, val, sst->fname, sst->line, feature);
 
 			if (type >= 0) {
 				metakey[m] = properties->keys[i]->string;
@@ -188,7 +223,6 @@ int serialize_geojson_feature(struct serialization_state *sst, json_object *geom
 	sf.has_tippecanoe_maxzoom = (tippecanoe_maxzoom != -1);
 	sf.tippecanoe_maxzoom = tippecanoe_maxzoom;
 	sf.geometry = dv;
-	sf.m = m;
 	sf.feature_minzoom = 0;  // Will be filled in during index merging
 	sf.seq = *(sst->layer_seq);
 
@@ -217,137 +251,49 @@ void check_crs(json_object *j, const char *reading) {
 		json_object *properties = json_hash_get(crs, "properties");
 		if (properties != NULL) {
 			json_object *name = json_hash_get(properties, "name");
-			if (name->type == JSON_STRING) {
+			if (name != NULL && name->type == JSON_STRING) {
 				if (strcmp(name->string, projection->alias) != 0) {
-					fprintf(stderr, "%s: Warning: GeoJSON specified projection \"%s\", not the expected \"%s\".\n", reading, name->string, projection->alias);
-					fprintf(stderr, "%s: If \"%s\" is not the expected projection, use -s to specify the right one.\n", reading, projection->alias);
+					if (!quiet) {
+						fprintf(stderr, "%s: Warning: GeoJSON specified projection \"%s\", not the expected \"%s\".\n", reading, name->string, projection->alias);
+						fprintf(stderr, "%s: If \"%s\" is not the expected projection, use -s to specify the right one.\n", reading, projection->alias);
+					}
 				}
 			}
 		}
 	}
 }
 
-void parse_json(struct serialization_state *sst, json_pull *jp, int layer, std::string layername) {
-	long long found_hashes = 0;
-	long long found_features = 0;
-	long long found_geometries = 0;
+struct json_serialize_action : json_feature_action {
+	serialization_state *sst;
+	int layer;
+	std::string layername;
 
-	while (1) {
-		json_object *j = json_read(jp);
-		if (j == NULL) {
-			if (jp->error != NULL) {
-				fprintf(stderr, "%s:%d: %s\n", sst->fname, jp->line, jp->error);
-				if (jp->root != NULL) {
-					json_context(jp->root);
-				}
-			}
-
-			json_free(jp->root);
-			break;
-		}
-
-		if (j->type == JSON_HASH) {
-			found_hashes++;
-
-			if (found_hashes == 50 && found_features == 0 && found_geometries == 0) {
-				fprintf(stderr, "%s:%d: Warning: not finding any GeoJSON features or geometries in input yet after 50 objects.\n", sst->fname, jp->line);
-			}
-		}
-
-		json_object *type = json_hash_get(j, "type");
-		if (type == NULL || type->type != JSON_STRING) {
-			continue;
-		}
-
-		if (found_features == 0) {
-			int i;
-			int is_geometry = 0;
-			for (i = 0; i < GEOM_TYPES; i++) {
-				if (strcmp(type->string, geometry_names[i]) == 0) {
-					is_geometry = 1;
-					break;
-				}
-			}
-
-			if (is_geometry) {
-				if (j->parent != NULL) {
-					if (j->parent->type == JSON_ARRAY) {
-						if (j->parent->parent->type == JSON_HASH) {
-							json_object *geometries = json_hash_get(j->parent->parent, "geometries");
-							if (geometries != NULL) {
-								// Parent of Parent must be a GeometryCollection
-								is_geometry = 0;
-							}
-						}
-					} else if (j->parent->type == JSON_HASH) {
-						json_object *geometry = json_hash_get(j->parent, "geometry");
-						if (geometry != NULL) {
-							// Parent must be a Feature
-							is_geometry = 0;
-						}
-					}
-				}
-			}
-
-			if (is_geometry) {
-				if (found_features != 0 && found_geometries == 0) {
-					fprintf(stderr, "%s:%d: Warning: found a mixture of features and bare geometries\n", sst->fname, jp->line);
-				}
-				found_geometries++;
-
-				serialize_geojson_feature(sst, j, NULL, NULL, layer, NULL, j, layername);
-				json_free(j);
-				continue;
-			}
-		}
-
-		if (strcmp(type->string, "Feature") != 0) {
-			if (strcmp(type->string, "FeatureCollection") == 0) {
-				check_crs(j, sst->fname);
-				json_free(j);
-			}
-
-			continue;
-		}
-
-		if (found_features == 0 && found_geometries != 0) {
-			fprintf(stderr, "%s:%d: Warning: found a mixture of features and bare geometries\n", sst->fname, jp->line);
-		}
-		found_features++;
-
-		json_object *geometry = json_hash_get(j, "geometry");
-		if (geometry == NULL) {
-			fprintf(stderr, "%s:%d: feature with no geometry\n", sst->fname, jp->line);
-			json_context(j);
-			json_free(j);
-			continue;
-		}
-
-		json_object *properties = json_hash_get(j, "properties");
-		if (properties == NULL || (properties->type != JSON_HASH && properties->type != JSON_NULL)) {
-			fprintf(stderr, "%s:%d: feature without properties hash\n", sst->fname, jp->line);
-			json_context(j);
-			json_free(j);
-			continue;
-		}
-
-		json_object *tippecanoe = json_hash_get(j, "tippecanoe");
-		json_object *id = json_hash_get(j, "id");
-
-		json_object *geometries = json_hash_get(geometry, "geometries");
-		if (geometries != NULL) {
-			size_t g;
-			for (g = 0; g < geometries->length; g++) {
-				serialize_geojson_feature(sst, geometries->array[g], properties, id, layer, tippecanoe, j, layername);
+	int add_feature(json_object *geometry, bool geometrycollection, json_object *properties, json_object *id, json_object *tippecanoe, json_object *feature) {
+		sst->line = geometry->parser->line;
+		if (geometrycollection) {
+			int ret = 1;
+			for (size_t g = 0; g < geometry->length; g++) {
+				ret &= serialize_geojson_feature(sst, geometry->array[g], properties, id, layer, tippecanoe, feature, layername);
 			}
+			return ret;
 		} else {
-			serialize_geojson_feature(sst, geometry, properties, id, layer, tippecanoe, j, layername);
+			return serialize_geojson_feature(sst, geometry, properties, id, layer, tippecanoe, feature, layername);
 		}
-
-		json_free(j);
-
-		/* XXX check for any non-features in the outer object */
 	}
+
+	void check_crs(json_object *j) {
+		::check_crs(j, fname.c_str());
+	}
+};
+
+void parse_json(struct serialization_state *sst, json_pull *jp, int layer, std::string layername) {
+	json_serialize_action jsa;
+	jsa.fname = sst->fname;
+	jsa.sst = sst;
+	jsa.layer = layer;
+	jsa.layername = layername;
+
+	parse_json(&jsa, jp);
 }
 
 void *run_parse_json(void *v) {

geojson.hpp

@@ -13,10 +13,12 @@ struct parse_json_args {
 	json_pull *jp;
 	int layer;
 	std::string *layername;
-	std::map<std::string, int> const *attribute_types;
-	bool want_dist;
 
 	struct serialization_state *sst;
+
+	parse_json_args(json_pull *jp1, int layer1, std::string *layername1, struct serialization_state *sst1)
+	    : jp(jp1), layer(layer1), layername(layername1), sst(sst1) {
+	}
 };
 
 struct json_pull *json_begin_map(char *map, long long len);

geojson2nd.cpp

@@ -1,153 +0,0 @@
-#include <stdio.h>
-#include <stdlib.h>
-#include <ctype.h>
-#include <string.h>
-#include <stdarg.h>
-#include <unistd.h>
-#include <string>
-#include "jsonpull/jsonpull.h"
-
-int fail = EXIT_SUCCESS;
-bool wrap = false;
-
-std::string buffered;
-int buffered_type = -1;
-// 0: nothing yet
-// 1: buffered a line
-// 2: wrote the line and the wrapper
-int buffer_state = 0;
-
-void out(std::string s, int type) {
-	if (!wrap) {
-		printf("%s\n", s.c_str());
-		return;
-	}
-
-	if (buffer_state == 0) {
-		buffered = s;
-		buffered_type = type;
-		buffer_state = 1;
-		return;
-	}
-
-	if (buffer_state == 1) {
-		if (buffered_type == 1) {
-			printf("{\"type\":\"FeatureCollection\",\"features\":[\n");
-		} else {
-			printf("{\"type\":\"GeometryCollection\",\"geometries\":[\n");
-		}
-
-		printf("%s\n", buffered.c_str());
-		buffer_state = 2;
-	}
-
-	printf(",\n%s\n", s.c_str());
-
-	if (type != buffered_type) {
-		fprintf(stderr, "Error: mix of bare geometries and features\n");
-		exit(EXIT_FAILURE);
-	}
-}
-
-void process(FILE *fp, const char *fname) {
-	json_pull *jp = json_begin_file(fp);
-
-	while (1) {
-		json_object *j = json_read(jp);
-		if (j == NULL) {
-			if (jp->error != NULL) {
-				fprintf(stderr, "%s:%d: %s\n", fname, jp->line, jp->error);
-			}
-
-			json_free(jp->root);
-			break;
-		}
-
-		json_object *type = json_hash_get(j, "type");
-		if (type == NULL || type->type != JSON_STRING) {
-			continue;
-		}
-
-		if (strcmp(type->string, "Feature") == 0) {
-			char *s = json_stringify(j);
-			out(s, 1);
-			free(s);
-			json_free(j);
-		} else if (strcmp(type->string, "Point") == 0 ||
-			   strcmp(type->string, "MultiPoint") == 0 ||
-			   strcmp(type->string, "LineString") == 0 ||
-			   strcmp(type->string, "MultiLineString") == 0 ||
-			   strcmp(type->string, "MultiPolygon") == 0) {
-			int is_geometry = 1;
-
-			if (j->parent != NULL) {
-				if (j->parent->type == JSON_ARRAY) {
-					if (j->parent->parent->type == JSON_HASH) {
-						json_object *geometries = json_hash_get(j->parent->parent, "geometries");
-						if (geometries != NULL) {
-							// Parent of Parent must be a GeometryCollection
-							is_geometry = 0;
-						}
-					}
-				} else if (j->parent->type == JSON_HASH) {
-					json_object *geometry = json_hash_get(j->parent, "geometry");
-					if (geometry != NULL) {
-						// Parent must be a Feature
-						is_geometry = 0;
-					}
-				}
-			}
-
-			if (is_geometry) {
-				char *s = json_stringify(j);
-				out(s, 2);
-				free(s);
-				json_free(j);
-			}
-		} else if (strcmp(type->string, "FeatureCollection") == 0) {
-			json_free(j);
-		}
-	}
-
-	json_end(jp);
-}
-
-int main(int argc, char **argv) {
-	extern int optind;
-	int i;
-
-	while ((i = getopt(argc, argv, "w")) != -1) {
-		switch (i) {
-		case 'w':
-			wrap = true;
-			break;
-
-		default:
-			fprintf(stderr, "Unexpected option -%c\n", i);
-			exit(EXIT_FAILURE);
-		}
-	}
-
-	if (optind >= argc) {
-		process(stdin, "standard input");
-	} else {
-		for (i = optind; i < argc; i++) {
-			FILE *f = fopen(argv[i], "r");
-			if (f == NULL) {
-				perror(argv[i]);
-				exit(EXIT_FAILURE);
-			}
-
-			process(f, argv[i]);
-			fclose(f);
-		}
-	}
-
-	if (buffer_state == 1) {
-		printf("%s\n", buffered.c_str());
-	} else if (buffer_state == 2) {
-		printf("]}\n");
-	}
-
-	return fail;
-}

geometry.cpp

@@ -19,11 +19,12 @@
 #include "projection.hpp"
 #include "serial.hpp"
 #include "main.hpp"
+#include "options.hpp"
 
 static int pnpoly(drawvec &vert, size_t start, size_t nvert, long long testx, long long testy);
 static int clip(double *x0, double *y0, double *x1, double *y1, double xmin, double ymin, double xmax, double ymax);
 
-drawvec decode_geometry(FILE *meta, long long *geompos, int z, unsigned tx, unsigned ty, long long *bbox, unsigned initial_x, unsigned initial_y) {
+drawvec decode_geometry(FILE *meta, std::atomic<long long> *geompos, int z, unsigned tx, unsigned ty, long long *bbox, unsigned initial_x, unsigned initial_y) {
 	drawvec out;
 
 	bbox[0] = LLONG_MAX;
@@ -219,7 +220,7 @@ static void decode_clipped(mapbox::geometry::multi_polygon<long long> &t, drawve
 	}
 }
 
-drawvec clean_or_clip_poly(drawvec &geom, int z, int detail, int buffer, bool clip) {
+drawvec clean_or_clip_poly(drawvec &geom, int z, int buffer, bool clip) {
 	mapbox::geometry::wagyu::wagyu<long long> wagyu;
 
 	geom = remove_noop(geom, VT_POLYGON, 0);
@@ -269,7 +270,7 @@ drawvec clean_or_clip_poly(drawvec &geom, int z, int detail, int buffer, bool cl
 	mapbox::geometry::multi_polygon<long long> result;
 	try {
 		wagyu.execute(mapbox::geometry::wagyu::clip_type_union, result, mapbox::geometry::wagyu::fill_type_positive, mapbox::geometry::wagyu::fill_type_positive);
-	} catch (std::runtime_error e) {
+	} catch (std::runtime_error &e) {
 		FILE *f = fopen("/tmp/wagyu.log", "w");
 		fprintf(f, "%s\n", e.what());
 		fprintf(stderr, "%s\n", e.what());
@@ -345,7 +346,7 @@ static int pnpoly(drawvec &vert, size_t start, size_t nvert, long long testx, lo
 	return c;
 }
 
-void check_polygon(drawvec &geom, drawvec &before) {
+void check_polygon(drawvec &geom) {
 	geom = remove_noop(geom, VT_POLYGON, 0);
 
 	mapbox::geometry::multi_polygon<long long> mp;
@@ -594,16 +595,20 @@ drawvec reduce_tiny_poly(drawvec &geom, int z, int detail, bool *reduced, double
 }
 
 drawvec clip_point(drawvec &geom, int z, long long buffer) {
-	drawvec out;
-
 	long long min = 0;
 	long long area = 1LL << (32 - z);
 
 	min -= buffer * area / 256;
 	area += buffer * area / 256;
 
+	return clip_point(geom, min, min, area, area);
+}
+
+drawvec clip_point(drawvec &geom, long long minx, long long miny, long long maxx, long long maxy) {
+	drawvec out;
+
 	for (size_t i = 0; i < geom.size(); i++) {
-		if (geom[i].x >= min && geom[i].y >= min && geom[i].x <= area && geom[i].y <= area) {
+		if (geom[i].x >= minx && geom[i].y >= miny && geom[i].x <= maxx && geom[i].y <= maxy) {
 			out.push_back(geom[i]);
 		}
 	}
@@ -635,7 +640,7 @@ int quick_check(long long *bbox, int z, long long buffer) {
 	return 2;
 }
 
-bool point_within_tile(long long x, long long y, int z, long long buffer) {
+bool point_within_tile(long long x, long long y, int z) {
 	// No adjustment for buffer, because the point must be
 	// strictly within the tile to appear exactly once
 
@@ -645,13 +650,17 @@ bool point_within_tile(long long x, long long y, int z, long long buffer) {
 }
 
 drawvec clip_lines(drawvec &geom, int z, long long buffer) {
-	drawvec out;
-
 	long long min = 0;
 	long long area = 1LL << (32 - z);
 	min -= buffer * area / 256;
 	area += buffer * area / 256;
 
+	return clip_lines(geom, min, min, area, area);
+}
+
+drawvec clip_lines(drawvec &geom, long long minx, long long miny, long long maxx, long long maxy) {
+	drawvec out;
+
 	for (size_t i = 0; i < geom.size(); i++) {
 		if (i > 0 && (geom[i - 1].op == VT_MOVETO || geom[i - 1].op == VT_LINETO) && geom[i].op == VT_LINETO) {
 			double x1 = geom[i - 1].x;
@@ -660,7 +669,7 @@ drawvec clip_lines(drawvec &geom, int z, long long buffer) {
 			double x2 = geom[i - 0].x;
 			double y2 = geom[i - 0].y;
 
-			int c = clip(&x1, &y1, &x2, &y2, min, min, area, area);
+			int c = clip(&x1, &y1, &x2, &y2, minx, miny, maxx, maxy);
 
 			if (c > 1) {  // clipped
 				out.push_back(draw(VT_MOVETO, x1, y1));
@@ -793,7 +802,7 @@ drawvec impose_tile_boundaries(drawvec &geom, long long extent) {
 	return out;
 }
 
-drawvec simplify_lines(drawvec &geom, int z, int detail, bool mark_tile_bounds, double simplification, size_t retain) {
+drawvec simplify_lines(drawvec &geom, int z, int detail, bool mark_tile_bounds, double simplification, size_t retain, drawvec const &shared_nodes) {
 	int res = 1 << (32 - detail - z);
 	long long area = 1LL << (32 - z);
 
@@ -805,6 +814,13 @@ drawvec simplify_lines(drawvec &geom, int z, int detail, bool mark_tile_bounds,
 		} else {
 			geom[i].necessary = 1;
 		}
+
+		if (prevent[P_SIMPLIFY_SHARED_NODES]) {
+			auto pt = std::lower_bound(shared_nodes.begin(), shared_nodes.end(), geom[i]);
+			if (pt != shared_nodes.end() && *pt == geom[i]) {
+				geom[i].necessary = true;
+			}
+		}
 	}
 
 	if (mark_tile_bounds) {
@@ -865,8 +881,8 @@ drawvec reorder_lines(drawvec &geom) {
 	// instead of down and to the right
 	// so that it will coalesce better
 
-	unsigned long long l1 = encode(geom[0].x, geom[0].y);
-	unsigned long long l2 = encode(geom[geom.size() - 1].x, geom[geom.size() - 1].y);
+	unsigned long long l1 = encode_index(geom[0].x, geom[0].y);
+	unsigned long long l2 = encode_index(geom[geom.size() - 1].x, geom[geom.size() - 1].y);
 
 	if (l1 > l2) {
 		drawvec out;
@@ -912,8 +928,21 @@ drawvec fix_polygon(drawvec &geom) {
 			// Reverse ring if winding order doesn't match
 			// inner/outer expectation
 
-			double area = get_area(ring, 0, ring.size());
-			if ((area > 0) != outer) {
+			bool reverse_ring = false;
+			if (prevent[P_USE_SOURCE_POLYGON_WINDING]) {
+				// GeoJSON winding is reversed from vector winding
+				reverse_ring = true;
+			} else if (prevent[P_REVERSE_SOURCE_POLYGON_WINDING]) {
+				// GeoJSON winding is reversed from vector winding
+				reverse_ring = false;
+			} else {
+				double area = get_area(ring, 0, ring.size());
+				if ((area > 0) != outer) {
+					reverse_ring = true;
+				}
+			}
+
+			if (reverse_ring) {
 				drawvec tmp;
 				for (int a = ring.size() - 1; a >= 0; a--) {
 					tmp.push_back(ring[a]);
@@ -1113,14 +1142,14 @@ drawvec stairstep(drawvec &geom, int z, int detail) {
 	double scale = 1 << (32 - detail - z);
 
 	for (size_t i = 0; i < geom.size(); i++) {
-		geom[i].x = std::round(geom[i].x / scale);
-		geom[i].y = std::round(geom[i].y / scale);
+		geom[i].x = std::floor(geom[i].x / scale);
+		geom[i].y = std::floor(geom[i].y / scale);
 	}
 
 	for (size_t i = 0; i < geom.size(); i++) {
 		if (geom[i].op == VT_MOVETO) {
 			out.push_back(geom[i]);
-		} else {
+		} else if (out.size() > 0) {
 			long long x0 = out[out.size() - 1].x;
 			long long y0 = out[out.size() - 1].y;
 			long long x1 = geom[i].x;
@@ -1180,6 +1209,9 @@ drawvec stairstep(drawvec &geom, int z, int detail) {
 			}
 
 			// out.push_back(draw(VT_LINETO, xx, yy));
+		} else {
+			fprintf(stderr, "Can't happen: stairstepping lineto with no moveto\n");
+			exit(EXIT_FAILURE);
 		}
 	}
 

geometry.hpp

@@ -2,6 +2,7 @@
 #define GEOMETRY_HPP
 
 #include <vector>
+#include <atomic>
 #include <sqlite3.h>
 
 #define VT_POINT 1
@@ -22,18 +23,18 @@ struct draw {
 	long long y : 40;
 	signed char necessary;
 
-	draw(int nop, long long nx, long long ny) {
-		this->op = nop;
-		this->x = nx;
-		this->y = ny;
-		this->necessary = 0;
+	draw(int nop, long long nx, long long ny)
+	    : x(nx),
+	      op(nop),
+	      y(ny),
+	      necessary(0) {
 	}
 
-	draw() {
-		this->op = 0;
-		this->x = 0;
-		this->y = 0;
-		this->necessary = 0;
+	draw()
+	    : x(0),
+	      op(0),
+	      y(0),
+	      necessary(0) {
 	}
 
 	bool operator<(draw const &s) const {
@@ -55,24 +56,28 @@ struct draw {
 
 typedef std::vector<draw> drawvec;
 
-drawvec decode_geometry(FILE *meta, long long *geompos, int z, unsigned tx, unsigned ty, long long *bbox, unsigned initial_x, unsigned initial_y);
+drawvec decode_geometry(FILE *meta, std::atomic<long long> *geompos, int z, unsigned tx, unsigned ty, long long *bbox, unsigned initial_x, unsigned initial_y);
 void to_tile_scale(drawvec &geom, int z, int detail);
 drawvec remove_noop(drawvec geom, int type, int shift);
 drawvec clip_point(drawvec &geom, int z, long long buffer);
-drawvec clean_or_clip_poly(drawvec &geom, int z, int detail, int buffer, bool clip);
+drawvec clean_or_clip_poly(drawvec &geom, int z, int buffer, bool clip);
 drawvec simple_clip_poly(drawvec &geom, int z, int buffer);
 drawvec close_poly(drawvec &geom);
 drawvec reduce_tiny_poly(drawvec &geom, int z, int detail, bool *reduced, double *accum_area);
 drawvec clip_lines(drawvec &geom, int z, long long buffer);
 drawvec stairstep(drawvec &geom, int z, int detail);
-bool point_within_tile(long long x, long long y, int z, long long buffer);
+bool point_within_tile(long long x, long long y, int z);
 int quick_check(long long *bbox, int z, long long buffer);
-drawvec simplify_lines(drawvec &geom, int z, int detail, bool mark_tile_bounds, double simplification, size_t retain);
+drawvec simplify_lines(drawvec &geom, int z, int detail, bool mark_tile_bounds, double simplification, size_t retain, drawvec const &shared_nodes);
 drawvec reorder_lines(drawvec &geom);
 drawvec fix_polygon(drawvec &geom);
 std::vector<drawvec> chop_polygon(std::vector<drawvec> &geoms);
-void check_polygon(drawvec &geom, drawvec &before);
+void check_polygon(drawvec &geom);
 double get_area(drawvec &geom, size_t i, size_t j);
 double get_mp_area(drawvec &geom);
 
+drawvec simple_clip_poly(drawvec &geom, long long x1, long long y1, long long x2, long long y2);
+drawvec clip_lines(drawvec &geom, long long x1, long long y1, long long x2, long long y2);
+drawvec clip_point(drawvec &geom, long long x1, long long y1, long long x2, long long y2);
+
 #endif

jsonpull/jsonpull.c

@@ -569,29 +569,21 @@ again:
 		struct string val;
 		string_init(&val);
 
+		int surrogate = -1;
 		while ((c = read_wrap(j)) != EOF) {
 			if (c == '"') {
+				if (surrogate >= 0) {
+					string_append(&val, 0xE0 | (surrogate >> 12));
+					string_append(&val, 0x80 | ((surrogate >> 6) & 0x3F));
+					string_append(&val, 0x80 | (surrogate & 0x3F));
+					surrogate = -1;
+				}
+
 				break;
 			} else if (c == '\\') {
 				c = read_wrap(j);
 
-				if (c == '"') {
-					string_append(&val, '"');
-				} else if (c == '\\') {
-					string_append(&val, '\\');
-				} else if (c == '/') {
-					string_append(&val, '/');
-				} else if (c == 'b') {
-					string_append(&val, '\b');
-				} else if (c == 'f') {
-					string_append(&val, '\f');
-				} else if (c == 'n') {
-					string_append(&val, '\n');
-				} else if (c == 'r') {
-					string_append(&val, '\r');
-				} else if (c == 't') {
-					string_append(&val, '\t');
-				} else if (c == 'u') {
+				if (c == 'u') {
 					char hex[5] = "aaaa";
 					int i;
 					for (i = 0; i < 4; i++) {
@@ -602,27 +594,93 @@ again:
 							return NULL;
 						}
 					}
+
 					unsigned long ch = strtoul(hex, NULL, 16);
+					if (ch >= 0xd800 && ch <= 0xdbff) {
+						if (surrogate < 0) {
+							surrogate = ch;
+						} else {
+							// Impossible surrogate, so output the first half,
+							// keep what might be a legitimate new first half.
+							string_append(&val, 0xE0 | (surrogate >> 12));
+							string_append(&val, 0x80 | ((surrogate >> 6) & 0x3F));
+							string_append(&val, 0x80 | (surrogate & 0x3F));
+							surrogate = ch;
+						}
+						continue;
+					} else if (ch >= 0xdc00 && c <= 0xdfff) {
+						if (surrogate >= 0) {
+							long c1 = surrogate - 0xd800;
+							long c2 = ch - 0xdc00;
+							ch = ((c1 << 10) | c2) + 0x010000;
+							surrogate = -1;
+						}
+					}
+
+					if (surrogate >= 0) {
+						string_append(&val, 0xE0 | (surrogate >> 12));
+						string_append(&val, 0x80 | ((surrogate >> 6) & 0x3F));
+						string_append(&val, 0x80 | (surrogate & 0x3F));
+						surrogate = -1;
+					}
+
 					if (ch <= 0x7F) {
 						string_append(&val, ch);
 					} else if (ch <= 0x7FF) {
 						string_append(&val, 0xC0 | (ch >> 6));
 						string_append(&val, 0x80 | (ch & 0x3F));
-					} else {
+					} else if (ch < 0xFFFF) {
 						string_append(&val, 0xE0 | (ch >> 12));
 						string_append(&val, 0x80 | ((ch >> 6) & 0x3F));
 						string_append(&val, 0x80 | (ch & 0x3F));
+					} else {
+						string_append(&val, 0xF0 | (ch >> 18));
+						string_append(&val, 0x80 | ((ch >> 12) & 0x3F));
+						string_append(&val, 0x80 | ((ch >> 6) & 0x3F));
+						string_append(&val, 0x80 | (ch & 0x3F));
 					}
 				} else {
-					j->error = "Found backslash followed by unknown character";
-					string_free(&val);
-					return NULL;
+					if (surrogate >= 0) {
+						string_append(&val, 0xE0 | (surrogate >> 12));
+						string_append(&val, 0x80 | ((surrogate >> 6) & 0x3F));
+						string_append(&val, 0x80 | (surrogate & 0x3F));
+						surrogate = -1;
+					}
+
+					if (c == '"') {
+						string_append(&val, '"');
+					} else if (c == '\\') {
+						string_append(&val, '\\');
+					} else if (c == '/') {
+						string_append(&val, '/');
+					} else if (c == 'b') {
+						string_append(&val, '\b');
+					} else if (c == 'f') {
+						string_append(&val, '\f');
+					} else if (c == 'n') {
+						string_append(&val, '\n');
+					} else if (c == 'r') {
+						string_append(&val, '\r');
+					} else if (c == 't') {
+						string_append(&val, '\t');
+					} else {
+						j->error = "Found backslash followed by unknown character";
+						string_free(&val);
+						return NULL;
+					}
 				}
 			} else if (c < ' ') {
 				j->error = "Found control character in string";
 				string_free(&val);
 				return NULL;
 			} else {
+				if (surrogate >= 0) {
+					string_append(&val, 0xE0 | (surrogate >> 12));
+					string_append(&val, 0x80 | ((surrogate >> 6) & 0x3F));
+					string_append(&val, 0x80 | (surrogate & 0x3F));
+					surrogate = -1;
+				}
+
 				string_append(&val, c);
 			}
 		}

jsontool.cpp

@@ -0,0 +1,499 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <ctype.h>
+#include <string.h>
+#include <stdarg.h>
+#include <unistd.h>
+#include <string>
+#include <getopt.h>
+#include <vector>
+#include "jsonpull/jsonpull.h"
+#include "csv.hpp"
+#include "text.hpp"
+#include "geojson-loop.hpp"
+
+int fail = EXIT_SUCCESS;
+bool wrap = false;
+const char *extract = NULL;
+
+FILE *csvfile = NULL;
+std::vector<std::string> header;
+std::vector<std::string> fields;
+int pe = false;
+
+std::string buffered;
+int buffered_type = -1;
+// 0: nothing yet
+// 1: buffered a line
+// 2: wrote the line and the wrapper
+int buffer_state = 0;
+
+std::vector<unsigned long> decode32(const char *s) {
+	std::vector<unsigned long> utf32;
+
+	while (*s != '\0') {
+		unsigned long b = *(s++) & 0xFF;
+
+		if (b < 0x80) {
+			utf32.push_back(b);
+		} else if ((b & 0xe0) == 0xc0) {
+			unsigned long c = (b & 0x1f) << 6;
+			unsigned long b1 = *(s++) & 0xFF;
+
+			if ((b1 & 0xc0) == 0x80) {
+				c |= b1 & 0x3f;
+				utf32.push_back(c);
+			} else {
+				s--;
+				utf32.push_back(0xfffd);
+			}
+		} else if ((b & 0xf0) == 0xe0) {
+			unsigned long c = (b & 0x0f) << 12;
+			unsigned long b1 = *(s++) & 0xFF;
+
+			if ((b1 & 0xc0) == 0x80) {
+				c |= (b1 & 0x3f) << 6;
+				unsigned long b2 = *(s++) & 0xFF;
+
+				if ((b2 & 0xc0) == 0x80) {
+					c |= b2 & 0x3f;
+					utf32.push_back(c);
+				} else {
+					s -= 2;
+					utf32.push_back(0xfffd);
+				}
+			} else {
+				s--;
+				utf32.push_back(0xfffd);
+			}
+		} else if ((b & 0xf8) == 0xf0) {
+			unsigned long c = (b & 0x07) << 18;
+			unsigned long b1 = *(s++) & 0xFF;
+
+			if ((b1 & 0xc0) == 0x80) {
+				c |= (b1 & 0x3f) << 12;
+				unsigned long b2 = *(s++) & 0xFF;
+
+				if ((b2 & 0xc0) == 0x80) {
+					c |= (b2 & 0x3f) << 6;
+					unsigned long b3 = *(s++) & 0xFF;
+
+					if ((b3 & 0xc0) == 0x80) {
+						c |= b3 & 0x3f;
+
+						utf32.push_back(c);
+					} else {
+						s -= 3;
+						utf32.push_back(0xfffd);
+					}
+				} else {
+					s -= 2;
+					utf32.push_back(0xfffd);
+				}
+			} else {
+				s -= 1;
+				utf32.push_back(0xfffd);
+			}
+		} else {
+			utf32.push_back(0xfffd);
+		}
+	}
+
+	return utf32;
+}
+
+// This uses a really weird encoding for strings
+// so that they will sort in UTF-32 order in spite of quoting
+
+std::string sort_quote(const char *s) {
+	std::vector<unsigned long> utf32 = decode32(s);
+	std::string ret;
+
+	for (size_t i = 0; i < utf32.size(); i++) {
+		if (utf32[i] < 0xD800) {
+			char buf[8];
+			sprintf(buf, "\\u%04lu", utf32[i]);
+			ret.append(std::string(buf));
+		} else {
+			unsigned long c = utf32[i];
+
+			if (c <= 0x7f) {
+				ret.push_back(c);
+			} else if (c <= 0x7ff) {
+				ret.push_back(0xc0 | (c >> 6));
+				ret.push_back(0x80 | (c & 0x3f));
+			} else if (c <= 0xffff) {
+				ret.push_back(0xe0 | (c >> 12));
+				ret.push_back(0x80 | ((c >> 6) & 0x3f));
+				ret.push_back(0x80 | (c & 0x3f));
+			} else {
+				ret.push_back(0xf0 | (c >> 18));
+				ret.push_back(0x80 | ((c >> 12) & 0x3f));
+				ret.push_back(0x80 | ((c >> 6) & 0x3f));
+				ret.push_back(0x80 | (c & 0x3f));
+			}
+		}
+	}
+
+	return ret;
+}
+
+void out(std::string const &s, int type, json_object *properties) {
+	if (extract != NULL) {
+		std::string extracted = sort_quote("null");
+		bool found = false;
+
+		json_object *o = json_hash_get(properties, extract);
+		if (o != NULL) {
+			found = true;
+			if (o->type == JSON_STRING || o->type == JSON_NUMBER) {
+				extracted = sort_quote(o->string);
+			} else {
+				// Don't really know what to do about sort quoting
+				// for arbitrary objects
+
+				const char *out = json_stringify(o);
+				extracted = sort_quote(out);
+				free((void *) out);
+			}
+		}
+
+		if (!found) {
+			static bool warned = false;
+			if (!warned) {
+				fprintf(stderr, "Warning: extract key \"%s\" not found in JSON\n", extract);
+				warned = true;
+			}
+		}
+
+		printf("{\"%s\":%s}\n", extracted.c_str(), s.c_str());
+		return;
+	}
+
+	if (!wrap) {
+		printf("%s\n", s.c_str());
+		return;
+	}
+
+	if (buffer_state == 0) {
+		buffered = s;
+		buffered_type = type;
+		buffer_state = 1;
+		return;
+	}
+
+	if (buffer_state == 1) {
+		if (buffered_type == 1) {
+			printf("{\"type\":\"FeatureCollection\",\"features\":[\n");
+		} else {
+			printf("{\"type\":\"GeometryCollection\",\"geometries\":[\n");
+		}
+
+		printf("%s\n", buffered.c_str());
+		buffer_state = 2;
+	}
+
+	printf(",\n%s\n", s.c_str());
+
+	if (type != buffered_type) {
+		fprintf(stderr, "Error: mix of bare geometries and features\n");
+		exit(EXIT_FAILURE);
+	}
+}
+
+std::string prev_joinkey;
+
+void join_csv(json_object *j) {
+	if (header.size() == 0) {
+		std::string s = csv_getline(csvfile);
+		if (s.size() == 0) {
+			fprintf(stderr, "Couldn't get column header from CSV file\n");
+			exit(EXIT_FAILURE);
+		}
+
+		std::string err = check_utf8(s);
+		if (err != "") {
+			fprintf(stderr, "%s\n", err.c_str());
+			exit(EXIT_FAILURE);
+		}
+
+		header = csv_split(s.c_str());
+
+		for (size_t i = 0; i < header.size(); i++) {
+			header[i] = csv_dequote(header[i]);
+		}
+
+		if (header.size() == 0) {
+			fprintf(stderr, "No columns in CSV header \"%s\"\n", s.c_str());
+			exit(EXIT_FAILURE);
+		}
+	}
+
+	json_object *properties = json_hash_get(j, "properties");
+	json_object *key = NULL;
+
+	if (properties != NULL) {
+		key = json_hash_get(properties, header[0].c_str());
+	}
+
+	if (key == NULL) {
+		static bool warned = false;
+		if (!warned) {
+			fprintf(stderr, "Warning: couldn't find CSV key \"%s\" in JSON\n", header[0].c_str());
+			warned = true;
+		}
+		return;
+	}
+
+	std::string joinkey;
+	if (key->type == JSON_STRING || key->type == JSON_NUMBER) {
+		joinkey = key->string;
+	} else {
+		const char *s = json_stringify(key);
+		joinkey = s;
+		free((void *) s);
+	}
+
+	if (joinkey < prev_joinkey) {
+		fprintf(stderr, "GeoJSON file is out of sort: \"%s\" follows \"%s\"\n", joinkey.c_str(), prev_joinkey.c_str());
+		exit(EXIT_FAILURE);
+	}
+	prev_joinkey = joinkey;
+
+	if (fields.size() == 0 || joinkey > fields[0]) {
+		std::string prevkey;
+		if (fields.size() > 0) {
+			prevkey = fields[0];
+		}
+
+		while (true) {
+			std::string s = csv_getline(csvfile);
+			if (s.size() == 0) {
+				fields.clear();
+				break;
+			}
+
+			std::string err = check_utf8(s);
+			if (err != "") {
+				fprintf(stderr, "%s\n", err.c_str());
+				exit(EXIT_FAILURE);
+			}
+
+			fields = csv_split(s.c_str());
+
+			for (size_t i = 0; i < fields.size(); i++) {
+				fields[i] = csv_dequote(fields[i]);
+			}
+
+			if (fields.size() > 0 && fields[0] < prevkey) {
+				fprintf(stderr, "CSV file is out of sort: \"%s\" follows \"%s\"\n", fields[0].c_str(), prevkey.c_str());
+				exit(EXIT_FAILURE);
+			}
+
+			if (fields.size() > 0 && fields[0] >= joinkey) {
+				break;
+			}
+
+			if (fields.size() > 0) {
+				prevkey = fields[0];
+			}
+		}
+	}
+
+	if (fields.size() > 0 && joinkey == fields[0]) {
+		// This knows more about the structure of JSON objects than it ought to
+		properties->keys = (json_object **) realloc((void *) properties->keys, (properties->length + 32 + fields.size()) * sizeof(json_object *));
+		properties->values = (json_object **) realloc((void *) properties->values, (properties->length + 32 + fields.size()) * sizeof(json_object *));
+		if (properties->keys == NULL || properties->values == NULL) {
+			perror("realloc");
+			exit(EXIT_FAILURE);
+		}
+
+		for (size_t i = 1; i < fields.size(); i++) {
+			std::string k = header[i];
+			std::string v = fields[i];
+			json_type attr_type = JSON_STRING;
+
+			if (v.size() > 0) {
+				if (v[0] == '"') {
+					v = csv_dequote(v);
+				} else if (is_number(v)) {
+					attr_type = JSON_NUMBER;
+				}
+			} else if (pe) {
+				attr_type = JSON_NULL;
+			}
+
+			if (attr_type != JSON_NULL) {
+				// This knows more about the structure of JSON objects than it ought to
+
+				json_object *ko = (json_object *) malloc(sizeof(json_object));
+				json_object *vo = (json_object *) malloc(sizeof(json_object));
+				if (ko == NULL || vo == NULL) {
+					perror("malloc");
+					exit(EXIT_FAILURE);
+				}
+
+				ko->type = JSON_STRING;
+				vo->type = attr_type;
+
+				ko->parent = vo->parent = properties;
+				ko->array = vo->array = NULL;
+				ko->keys = vo->keys = NULL;
+				ko->values = vo->values = NULL;
+				ko->parser = vo->parser = properties->parser;
+
+				ko->string = strdup(k.c_str());
+				vo->string = strdup(v.c_str());
+
+				if (ko->string == NULL || vo->string == NULL) {
+					perror("strdup");
+					exit(EXIT_FAILURE);
+				}
+
+				ko->length = strlen(ko->string);
+				vo->length = strlen(vo->string);
+				vo->number = atof(vo->string);
+
+				properties->keys[properties->length] = ko;
+				properties->values[properties->length] = vo;
+				properties->length++;
+			}
+		}
+	}
+}
+
+struct json_join_action : json_feature_action {
+	int add_feature(json_object *geometry, bool, json_object *, json_object *, json_object *, json_object *feature) {
+		if (feature != geometry) {  // a real feature, not a bare geometry
+			if (csvfile != NULL) {
+				join_csv(feature);
+			}
+
+			char *s = json_stringify(feature);
+			out(s, 1, json_hash_get(feature, "properties"));
+			free(s);
+		} else {
+			char *s = json_stringify(geometry);
+			out(s, 2, NULL);
+			free(s);
+		}
+
+		return 1;
+	}
+
+	void check_crs(json_object *) {
+	}
+};
+
+void process(FILE *fp, const char *fname) {
+	json_pull *jp = json_begin_file(fp);
+
+	json_join_action jja;
+	jja.fname = fname;
+	parse_json(&jja, jp);
+	json_end(jp);
+}
+
+int main(int argc, char **argv) {
+	const char *csv = NULL;
+
+	struct option long_options[] = {
+		{"wrap", no_argument, 0, 'w'},
+		{"extract", required_argument, 0, 'e'},
+		{"csv", required_argument, 0, 'c'},
+		{"empty-csv-columns-are-null", no_argument, &pe, 1},
+		{"prevent", required_argument, 0, 'p'},
+
+		{0, 0, 0, 0},
+	};
+
+	std::string getopt_str;
+	for (size_t lo = 0; long_options[lo].name != NULL; lo++) {
+		if (long_options[lo].val > ' ') {
+			getopt_str.push_back(long_options[lo].val);
+
+			if (long_options[lo].has_arg == required_argument) {
+				getopt_str.push_back(':');
+			}
+		}
+	}
+
+	extern int optind;
+	int i;
+
+	while ((i = getopt_long(argc, argv, getopt_str.c_str(), long_options, NULL)) != -1) {
+		switch (i) {
+		case 0:
+			break;
+
+		case 'w':
+			wrap = true;
+			break;
+
+		case 'e':
+			extract = optarg;
+			break;
+
+		case 'c':
+			csv = optarg;
+			break;
+
+		case 'p':
+			if (strcmp(optarg, "e") == 0) {
+				pe = true;
+			} else {
+				fprintf(stderr, "%s: Unknown option for -p%s\n", argv[0], optarg);
+				exit(EXIT_FAILURE);
+			}
+			break;
+
+		default:
+			fprintf(stderr, "Unexpected option -%c\n", i);
+			exit(EXIT_FAILURE);
+		}
+	}
+
+	if (extract != NULL && wrap) {
+		fprintf(stderr, "%s: --wrap and --extract not supported together\n", argv[0]);
+		exit(EXIT_FAILURE);
+	}
+
+	if (csv != NULL) {
+		csvfile = fopen(csv, "r");
+		if (csvfile == NULL) {
+			perror(csv);
+			exit(EXIT_FAILURE);
+		}
+	}
+
+	if (optind >= argc) {
+		process(stdin, "standard input");
+	} else {
+		for (i = optind; i < argc; i++) {
+			FILE *f = fopen(argv[i], "r");
+			if (f == NULL) {
+				perror(argv[i]);
+				exit(EXIT_FAILURE);
+			}
+
+			process(f, argv[i]);
+			fclose(f);
+		}
+	}
+
+	if (buffer_state == 1) {
+		printf("%s\n", buffered.c_str());
+	} else if (buffer_state == 2) {
+		printf("]}\n");
+	}
+
+	if (csvfile != NULL) {
+		if (fclose(csvfile) != 0) {
+			perror("close");
+			exit(EXIT_FAILURE);
+		}
+	}
+
+	return fail;
+}

main.hpp

@@ -2,28 +2,56 @@
 #define MAIN_HPP
 
 #include <stddef.h>
+#include <atomic>
+#include <string>
 
 struct index {
-	long long start;
-	long long end;
-	unsigned long long index;
-	short segment;
+	long long start = 0;
+	long long end = 0;
+	unsigned long long ix = 0;
+	short segment = 0;
 	unsigned short t : 2;
 	unsigned long long seq : (64 - 18);  // pack with segment and t to stay in 32 bytes
+
+	index()
+	    : t(0),
+	      seq(0) {
+	}
 };
 
-void checkdisk(struct reader *r, int nreader);
+struct clipbbox {
+	double lon1;
+	double lat1;
+	double lon2;
+	double lat2;
+
+	long long minx;
+	long long miny;
+	long long maxx;
+	long long maxy;
+};
+
+extern std::vector<clipbbox> clipbboxes;
+
+void checkdisk(std::vector<struct reader> *r);
 
 extern int geometry_scale;
 extern int quiet;
+extern int quiet_progress;
+extern double progress_interval;
+extern std::atomic<double> last_progress;
 
 extern size_t CPUS;
 extern size_t TEMP_FILES;
 
 extern size_t max_tile_size;
+extern size_t max_tile_features;
+extern int cluster_distance;
+extern std::string attribute_for_id;
 
 int mkstemp_cloexec(char *name);
 FILE *fopen_oflag(const char *name, const char *mode, int oflag);
+bool progress_time();
 
 #define MAX_ZOOM 24
 

man/tippecanoe.1

@@ -1,10 +1,12 @@
 .TH tippecanoe
 .PP
-Builds vector tilesets \[la]https://www.mapbox.com/developers/vector-tiles/\[ra] from large (or small) collections of GeoJSON \[la]http://geojson.org/\[ra] or Geobuf \[la]https://github.com/mapbox/geobuf\[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,
 like these \[la]MADE_WITH.md\[ra]\&.
 .PP
+[Mapbox Tippecanoe](\[la]https://user-images.githubusercontent.com/1951835/36568734-ede27ec0-17df-11e8-8c22-ffaaebb8daf4.JPG\[ra])
+.PP
 [Build Status](https://travis\-ci.org/mapbox/tippecanoe.svg) \[la]https://travis-ci.org/mapbox/tippecanoe\[ra]
-[Coverage Status](https://coveralls.io/repos/mapbox/tippecanoe/badge.svg?branch=master&service=github) \[la]https://coveralls.io/github/mapbox/tippecanoe?branch=master\[ra]
+[Coverage Status](https://codecov.io/gh/mapbox/tippecanoe/branch/master/graph/badge.svg) \[la]https://codecov.io/gh/mapbox/tippecanoe\[ra]
 .SH Intent
 .PP
 The goal of Tippecanoe is to enable making a scale\-independent view of your data,
@@ -33,11 +35,26 @@ The easiest way to install tippecanoe on OSX is with Homebrew \[la]http://brew.s
 $ brew install tippecanoe
 .fi
 .RE
+.PP
+On Ubuntu it will usually be easiest to build from the source repository:
+.PP
+.RS
+.nf
+$ git clone https://github.com/mapbox/tippecanoe.git
+$ cd tippecanoe
+$ make \-j
+$ make install
+.fi
+.RE
+.PP
+See Development \[la]#development\[ra] below for how to upgrade your
+C++ compiler or install prerequisite packages if you get
+compiler errors.
 .SH Usage
 .PP
 .RS
 .nf
-$ tippecanoe \-o file.mbtiles [options] [file.json file.geobuf ...]
+$ tippecanoe \-o file.mbtiles [options] [file.json file.json.gz file.geobuf ...]
 .fi
 .RE
 .PP
@@ -84,6 +101,212 @@ with a custom layer name and description, and leaving out the \fB\fCLINEARID\fR
 $ cat tiger/tl_2014_*_roads.json | tippecanoe \-o tiger.mbtiles \-l roads \-n "All TIGER roads, one zoom" \-z12 \-Z12 \-d14 \-x LINEARID \-x RTTYP
 .fi
 .RE
+.SH Cookbook
+.SS Linear features (world railroads), visible at all zoom levels
+.PP
+.RS
+.nf
+curl \-L \-O https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_railroads.zip
+unzip ne_10m_railroads.zip
+ogr2ogr \-f GeoJSON ne_10m_railroads.geojson ne_10m_railroads.shp
+
+tippecanoe \-zg \-o ne_10m_railroads.mbtiles \-\-drop\-densest\-as\-needed \-\-extend\-zooms\-if\-still\-dropping ne_10m_railroads.geojson
+.fi
+.RE
+.RS
+.IP \(bu 2
+\fB\fC\-zg\fR: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+.IP \(bu 2
+\fB\fC\-\-drop\-densest\-as\-needed\fR: If the tiles are too big at low zoom levels, drop the least\-visible features to allow tiles to be created with those features that remain
+.IP \(bu 2
+\fB\fC\-\-extend\-zooms\-if\-still\-dropping\fR: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+.RE
+.SS Discontinuous polygon features (buildings of Rhode Island), visible at all zoom levels
+.PP
+.RS
+.nf
+curl \-L \-O https://usbuildingdata.blob.core.windows.net/usbuildings\-v1\-1/RhodeIsland.zip
+unzip RhodeIsland.zip
+
+tippecanoe \-zg \-o RhodeIsland.mbtiles \-\-drop\-densest\-as\-needed \-\-extend\-zooms\-if\-still\-dropping RhodeIsland.geojson
+.fi
+.RE
+.RS
+.IP \(bu 2
+\fB\fC\-zg\fR: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+.IP \(bu 2
+\fB\fC\-\-drop\-densest\-as\-needed\fR: If the tiles are too big at low or medium zoom levels, drop the least\-visible features to allow tiles to be created with those features that remain
+.IP \(bu 2
+\fB\fC\-\-extend\-zooms\-if\-still\-dropping\fR: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+.RE
+.SS Continuous polygon features (states and provinces), visible at all zoom levels
+.PP
+.RS
+.nf
+curl \-L \-O https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_1_states_provinces.zip
+unzip \-o ne_10m_admin_1_states_provinces.zip
+ogr2ogr \-f GeoJSON ne_10m_admin_1_states_provinces.geojson ne_10m_admin_1_states_provinces.shp
+
+tippecanoe \-zg \-o ne_10m_admin_1_states_provinces.mbtiles \-\-coalesce\-densest\-as\-needed \-\-extend\-zooms\-if\-still\-dropping ne_10m_admin_1_states_provinces.geojson
+.fi
+.RE
+.RS
+.IP \(bu 2
+\fB\fC\-zg\fR: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+.IP \(bu 2
+\fB\fC\-\-coalesce\-densest\-as\-needed\fR: If the tiles are too big at low or medium zoom levels, merge as many features together as are necessary to allow tiles to be created with those features that are still distinguished
+.IP \(bu 2
+\fB\fC\-\-extend\-zooms\-if\-still\-dropping\fR: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+.RE
+.SS Large point dataset (GPS bus locations), for visualization at all zoom levels
+.PP
+.RS
+.nf
+curl \-L \-O ftp://avl\-data.sfmta.com/avl_data/avl_raw/sfmtaAVLRawData01012013.csv
+sed 's/PREDICTABLE.*/PREDICTABLE/' sfmtaAVLRawData01012013.csv > sfmta.csv
+tippecanoe \-zg \-o sfmta.mbtiles \-\-drop\-densest\-as\-needed \-\-extend\-zooms\-if\-still\-dropping sfmta.csv
+.fi
+.RE
+.PP
+(The \fB\fCsed\fR line is to clean the corrupt CSV header, which contains the wrong number of fields.)
+.RS
+.IP \(bu 2
+\fB\fC\-zg\fR: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+.IP \(bu 2
+\fB\fC\-\-drop\-densest\-as\-needed\fR: If the tiles are too big at low or medium zoom levels, drop the least\-visible features to allow tiles to be created with those features that remain
+.IP \(bu 2
+\fB\fC\-\-extend\-zooms\-if\-still\-dropping\fR: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+.RE
+.SS Clustered points (world cities), summing the clustered population, visible at all zoom levels
+.PP
+.RS
+.nf
+curl \-L \-O https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_populated_places.zip
+unzip \-o ne_10m_populated_places.zip
+ogr2ogr \-f GeoJSON ne_10m_populated_places.geojson ne_10m_populated_places.shp
+
+tippecanoe \-zg \-o ne_10m_populated_places.mbtiles \-r1 \-\-cluster\-distance=10 \-\-accumulate\-attribute=POP_MAX:sum ne_10m_populated_places.geojson
+.fi
+.RE
+.RS
+.IP \(bu 2
+\fB\fC\-zg\fR: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+.IP \(bu 2
+\fB\fC\-r1\fR: Do not automatically drop a fraction of points at low zoom levels, since clustering will be used instead
+.IP \(bu 2
+\fB\fC\-\-cluster\-distance=10\fR: Cluster together features that are closer than about 10 pixels from each other
+.IP \(bu 2
+\fB\fC\-\-accumulate\-attribute=POP_MAX:sum\fR: Sum the \fB\fCPOP_MAX\fR (population) attribute in features that are clustered together. Other attributes will be arbitrarily taken from the first feature in the cluster.
+.RE
+.SS Show countries at low zoom levels but states at higher zoom levels
+.PP
+.RS
+.nf
+curl \-L \-O https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_0_countries.zip
+unzip ne_10m_admin_0_countries.zip
+ogr2ogr \-f GeoJSON ne_10m_admin_0_countries.geojson ne_10m_admin_0_countries.shp
+
+curl \-L \-O https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_1_states_provinces.zip
+unzip \-o ne_10m_admin_1_states_provinces.zip
+ogr2ogr \-f GeoJSON ne_10m_admin_1_states_provinces.geojson ne_10m_admin_1_states_provinces.shp
+
+tippecanoe \-z3 \-o countries\-z3.mbtiles \-\-coalesce\-densest\-as\-needed ne_10m_admin_0_countries.geojson
+tippecanoe \-zg \-Z4 \-o states\-Z4.mbtiles \-\-coalesce\-densest\-as\-needed \-\-extend\-zooms\-if\-still\-dropping ne_10m_admin_1_states_provinces.geojson
+tile\-join \-o states\-countries.mbtiles countries\-z3.mbtiles states\-Z4.mbtiles
+.fi
+.RE
+.PP
+Countries:
+.RS
+.IP \(bu 2
+\fB\fC\-z3\fR: Only generate zoom levels 0 through 3
+.IP \(bu 2
+\fB\fC\-\-coalesce\-densest\-as\-needed\fR: If the tiles are too big at low or medium zoom levels, merge as many features together as are necessary to allow tiles to be created with those features that are still distinguished
+.RE
+.PP
+States and Provinces:
+.RS
+.IP \(bu 2
+\fB\fC\-Z4\fR: Only generate zoom levels 4 and beyond
+.IP \(bu 2
+\fB\fC\-zg\fR: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+.IP \(bu 2
+\fB\fC\-\-coalesce\-densest\-as\-needed\fR: If the tiles are too big at low or medium zoom levels, merge as many features together as are necessary to allow tiles to be created with those features that are still distinguished
+.IP \(bu 2
+\fB\fC\-\-extend\-zooms\-if\-still\-dropping\fR: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+.RE
+.SS Represent multiple sources (Illinois and Indiana counties) as separate layers
+.PP
+.RS
+.nf
+curl \-L \-O https://www2.census.gov/geo/tiger/TIGER2010/COUNTY/2010/tl_2010_17_county10.zip
+unzip tl_2010_17_county10.zip
+ogr2ogr \-f GeoJSON tl_2010_17_county10.geojson tl_2010_17_county10.shp
+
+curl \-L \-O https://www2.census.gov/geo/tiger/TIGER2010/COUNTY/2010/tl_2010_18_county10.zip
+unzip tl_2010_18_county10.zip
+ogr2ogr \-f GeoJSON tl_2010_18_county10.geojson tl_2010_18_county10.shp
+
+tippecanoe \-zg \-o counties\-separate.mbtiles \-\-coalesce\-densest\-as\-needed \-\-extend\-zooms\-if\-still\-dropping tl_2010_17_county10.geojson tl_2010_18_county10.geojson
+.fi
+.RE
+.RS
+.IP \(bu 2
+\fB\fC\-zg\fR: Automatically choose a maxzoom that should be sufficient to clearly distinguish the features and the detail within each feature
+.IP \(bu 2
+\fB\fC\-\-coalesce\-densest\-as\-needed\fR: If the tiles are too big at low or medium zoom levels, merge as many features together as are necessary to allow tiles to be created with those features that are still distinguished
+.IP \(bu 2
+\fB\fC\-\-extend\-zooms\-if\-still\-dropping\fR: If even the tiles at high zoom levels are too big, keep adding zoom levels until one is reached that can represent all the features
+.RE
+.SS Merge multiple sources (Illinois and Indiana counties) into the same layer
+.PP
+.RS
+.nf
+curl \-L \-O https://www2.census.gov/geo/tiger/TIGER2010/COUNTY/2010/tl_2010_17_county10.zip
+unzip tl_2010_17_county10.zip
+ogr2ogr \-f GeoJSON tl_2010_17_county10.geojson tl_2010_17_county10.shp
+
+curl \-L \-O https://www2.census.gov/geo/tiger/TIGER2010/COUNTY/2010/tl_2010_18_county10.zip
+unzip tl_2010_18_county10.zip
+ogr2ogr \-f GeoJSON tl_2010_18_county10.geojson tl_2010_18_county10.shp
+
+tippecanoe \-zg \-o counties\-merged.mbtiles \-l counties \-\-coalesce\-densest\-as\-needed \-\-extend\-zooms\-if\-still\-dropping tl_2010_17_county10.geojson tl_2010_18_county10.geojson
+.fi
+.RE
+.PP
+As above, but
+.RS
+.IP \(bu 2
+\fB\fC\-l counties\fR: Specify the layer name instead of letting it be derived from the source file names
+.RE
+.SS Selectively remove and replace features (Census tracts) to update a tileset
+.PP
+.RS
+.nf
+# Retrieve and tile California 2000 Census tracts
+curl \-L \-O https://www2.census.gov/geo/tiger/TIGER2010/TRACT/2000/tl_2010_06_tract00.zip
+unzip tl_2010_06_tract00.zip
+ogr2ogr \-f GeoJSON tl_2010_06_tract00.shp.json tl_2010_06_tract00.shp
+tippecanoe \-z11 \-o tracts.mbtiles \-l tracts tl_2010_06_tract00.shp.json
+
+# Create a copy of the tileset, minus Alameda County (FIPS code 001)
+tile\-join \-j '{"*":["none",["==","COUNTYFP00","001"]]}' \-f \-o tracts\-filtered.mbtiles tracts.mbtiles
+
+# Retrieve and tile Alameda County Census tracts for 2010
+curl \-L \-O https://www2.census.gov/geo/tiger/TIGER2010/TRACT/2010/tl_2010_06001_tract10.zip
+unzip tl_2010_06001_tract10.zip
+ogr2ogr \-f GeoJSON tl_2010_06001_tract10.shp.json tl_2010_06001_tract10.shp
+tippecanoe \-z11 \-o tracts\-added.mbtiles \-l tracts tl_2010_06001_tract10.shp.json
+
+# Merge the filtered tileset and the tileset of new tracts into a final tileset
+tile\-join \-o tracts\-final.mbtiles tracts\-filtered.mbtiles tracts\-added.mbtiles
+.fi
+.RE
+.PP
+The \fB\fC\-z11\fR option explicitly specifies the maxzoom, to make sure both the old and new tilesets have the same zoom range.
+.PP
+The \fB\fC\-j\fR option to \fB\fCtile\-join\fR specifies a filter, so that only the desired features will be copied to the new tileset.
+This filter excludes (using \fB\fCnone\fR) any features whose FIPS code (\fB\fCCOUNTYFP00\fR) is the code for Alameda County (\fB\fC001\fR).
 .SH Options
 .PP
 There are a lot of options. A lot of the time you won't want to use any of them
@@ -93,13 +316,15 @@ delete the file that already exists with that name.
 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
-If you are mapping point features, you will often want to use \fB\fC\-Bg\fR to automatically choose
-a base zoom level for dot dropping. If that doesn't work out for you, try
-\fB\fC\-r1 \-\-drop\-fraction\-as\-needed\fR to turn off the normal dot dropping and instead
-only drop features if the tiles get too big.
+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 you are mapping points or polygons, you will often want to use \fB\fC\-\-drop\-densest\-as\-needed\fR
-to drop some of them if necessary to make the low zoom levels work.
+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
@@ -130,13 +355,27 @@ or if metadata fields can't be set. You probably don't want to use this.
 .IP \(bu 2
 \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 \(bu 2
-\fIname\fP\fB\fC\&.geobuf\fR or \fIname\fP\fB\fC\&.geobuf\fR: Read the named Geobuf input file into a layer called \fIname\fP\&.
+\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 \(bu 2
+\fIname\fP\fB\fC\&.geobuf\fR: Read the named Geobuf input file into a layer called \fIname\fP\&.
+.IP \(bu 2
+\fIname\fP\fB\fC\&.csv\fR: Read the named CSV input file into a layer called \fIname\fP\&.
 .IP \(bu 2
 \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 \(bu 2
 \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 \(bu 2
+\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. (If the \fB\fC"file"\fR key is an empty string, it means to read from the standard input stream.) 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, and/or a \fB\fC"format"\fR field to specify \fB\fCcsv\fR or \fB\fCgeobuf\fR file format if it is not obvious from the \fB\fCname\fR\&. Example:
 .RE
+.PP
+.RS
+.nf
+tippecanoe \-z5 \-o world.mbtiles \-L'{"file":"ne_10m_admin_0_countries.json", "layer":"countries", "description":"Natural Earth countries"}'
+.fi
+.RE
+.PP
+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\&.
 .SS Parallel processing of input
 .RS
 .IP \(bu 2
@@ -170,7 +409,52 @@ Parallel processing will also be automatic if the input file is in Geobuf format
 \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 \(bu 2
+\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
+.PP
+If you know the precision to which you want your data to be represented,
+this table shows the approximate precision corresponding to various
+\fB\fC\-z\fR options if you use the default \fB\fC\-d\fR detail of 12:
+.TS
+allbox;
+cb cb cb
+l l l
+l l l
+l l l
+l l l
+l l l
+l l l
+l l l
+l l l
+l l l
+l l l
+l l l
+l l l
+l l l
+l l l
+l l l
+l l l
+.
+zoom level	precision (ft)	precision (m)
+\fB\fC\-z0\fR	32000 ft	10000 m
+\fB\fC\-z1\fR	16000 ft	5000 m
+\fB\fC\-z2\fR	8000 ft	2500 m
+\fB\fC\-z3\fR	4000 ft	1250 m
+\fB\fC\-z4\fR	2000 ft	600 m
+\fB\fC\-z5\fR	1000 ft	300 m
+\fB\fC\-z6\fR	500 ft	150 m
+\fB\fC\-z7\fR	250 ft	80 m
+\fB\fC\-z8\fR	125 ft	40 m
+\fB\fC\-z9\fR	64 ft	20 m
+\fB\fC\-z10\fR	32 ft	10 m
+\fB\fC\-z11\fR	16 ft	5 m
+\fB\fC\-z12\fR	8 ft	2 m
+\fB\fC\-z13\fR	4 ft	1 m
+\fB\fC\-z14\fR	2 ft	0.5 m
+\fB\fC\-z15\fR	1 ft	0.25 m
+.TE
 .SS Tile resolution
 .RS
 .IP \(bu 2
@@ -187,11 +471,14 @@ resolution is obtained than by using a smaller \fImaxzoom\fP or \fIdetail\fP\&.
 .SS Filtering feature attributes
 .RS
 .IP \(bu 2
-\fB\fC\-x\fR \fIname\fP or \fB\fC\-\-exclude=\fR\fIname\fP: Exclude the named properties from all features
+\fB\fC\-x\fR \fIname\fP or \fB\fC\-\-exclude=\fR\fIname\fP: Exclude the named attributes from all features. You can specify multiple \fB\fC\-x\fR options to exclude several attributes. (Don't comma\-separate names within a single \fB\fC\-x\fR\&.)
 .IP \(bu 2
-\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
+\fB\fC\-y\fR \fIname\fP or \fB\fC\-\-include=\fR\fIname\fP: Include the named attributes in all features, excluding all those not explicitly named. You can specify multiple \fB\fC\-y\fR options to explicitly include several attributes. (Don't comma\-separate names within a single \fB\fC\-y\fR\&.)
 .IP \(bu 2
-\fB\fC\-X\fR or \fB\fC\-\-exclude\-all\fR: Exclude all properties and encode only geometries
+\fB\fC\-X\fR or \fB\fC\-\-exclude\-all\fR: Exclude all attributes and encode only geometries
+.RE
+.SS Modifying feature attributes
+.RS
 .IP \(bu 2
 \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\&.
@@ -199,7 +486,23 @@ If the type is \fB\fCbool\fR, then original attributes of \fB\fC0\fR (or, if num
 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 \(bu 2
-\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.
+\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 \(bu 2
+\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.
+.IP \(bu 2
+\fB\fC\-pe\fR or \fB\fC\-\-empty\-csv\-columns\-are\-null\fR: Treat empty CSV columns as nulls rather than as empty strings.
+.IP \(bu 2
+\fB\fC\-aI\fR or \fB\fC\-\-convert\-stringified\-ids\-to\-numbers\fR: If a feature ID is the string representation of a number, convert it to a plain number to use as the feature ID.
+.IP \(bu 2
+\fB\fC\-\-use\-attribute\-for\-id=\fR\fIname\fP: Use the attribute with the specified \fIname\fP as if it were specified as the feature ID. (If this attribute is a stringified number, you must also use \fB\fC\-aI\fR to convert it to a number.)
+.RE
+.SS Filtering features by attributes
+.RS
+.IP \(bu 2
+\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://docs.mapbox.com/mapbox-gl-js/style-spec/#other-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 \(bu 2
 \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
@@ -211,6 +514,27 @@ Example: to find the Natural Earth countries with low \fB\fCscalerank\fR but hig
 tippecanoe \-z5 \-o filtered.mbtiles \-j '{ "ne_10m_admin_0_countries": [ "all", [ "<", "scalerank", 3 ], [ ">", "LABELRANK", 5 ] ] }' ne_10m_admin_0_countries.geojson
 .fi
 .RE
+.PP
+Example: to retain only major TIGER roads at low zoom levels:
+.PP
+.RS
+.nf
+tippecanoe \-o roads.mbtiles \-j '{ "*": [ "any", [ ">=", "$zoom", 11 ], [ "in", "MTFCC", "S1100", "S1200" ] ] }' tl_2015_06001_roads.json
+.fi
+.RE
+.PP
+Tippecanoe also accepts expressions of the form \fB\fC[ "attribute\-filter", name, expression ]\fR, to filter individual feature attributes
+instead of entire features. For example, you can exclude the road names at low zoom levels by doing
+.PP
+.RS
+.nf
+tippecanoe \-o roads.mbtiles \-j '{ "*": [ "attribute\-filter", "FULLNAME", [ ">=", "$zoom", 9 ] ] }' tl_2015_06001_roads.json
+.fi
+.RE
+.PP
+An \fB\fCattribute\-filter\fR expression itself is always considered to evaluate to \fB\fCtrue\fR (in other words, to retain the feature instead
+of dropping it). If you want to use multiple \fB\fCattribute\-filter\fR expressions, or to use other expressions to remove features from
+the same layer, enclose them in an \fB\fCall\fR expression so they will all be evaluated.
 .SS Dropping a fixed fraction of features by zoom level
 .RS
 .IP \(bu 2
@@ -227,6 +551,8 @@ compensate for the larger marker, or \fB\fC\-Bf\fR\fInumber\fP to allow at most
 \fB\fC\-al\fR or \fB\fC\-\-drop\-lines\fR: Let "dot" dropping at lower zooms apply to lines too
 .IP \(bu 2
 \fB\fC\-ap\fR or \fB\fC\-\-drop\-polygons\fR: Let "dot" dropping at lower zooms apply to polygons too
+.IP \(bu 2
+\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.
 .RE
 .SS Dropping a fraction of features to keep under tile size limits
 .RS
@@ -237,7 +563,15 @@ compensate for the larger marker, or \fB\fC\-Bf\fR\fInumber\fP to allow at most
 .IP \(bu 2
 \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 \(bu 2
+\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 (except through \fB\fC\-\-accumulate\-attribute\fR), only their geometry. Furthermore, the polygons to which nested polygons are coalesced may not necessarily be the immediately enclosing features.
+.IP \(bu 2
+\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 \(bu 2
+\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 \(bu 2
 \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 \(bu 2
+\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
 .SS Dropping tightly overlapping features
 .RS
@@ -279,27 +613,39 @@ the line or polygon within one tile unit of its proper location. You can probabl
 .IP \(bu 2
 \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 \(bu 2
-\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 don't want to use this.
+\fB\fC\-ac\fR or \fB\fC\-\-coalesce\fR: Coalesce consecutive features that have the same attributes. This can be useful if you have lots of small polygons with identical attributes and you would like to merge them together.
 .IP \(bu 2
-\fB\fC\-ac\fR or \fB\fC\-\-coalesce\fR: Coalesce adjacent line and polygon features that have the same properties. You probably don't want to use this.
+\fB\fC\-ao\fR or \fB\fC\-\-reorder\fR: Reorder features to put ones with the same attributes in sequence (instead of ones that are approximately spatially adjacent), to try to get them to coalesce. You probably want to use this if you use \fB\fC\-\-coalesce\fR\&.
 .IP \(bu 2
 \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.
+.IP \(bu 2
+\fB\fC\-ah\fR or \fB\fC\-\-hilbert\fR: Put features in Hilbert Curve order instead of the usual Z\-Order. This improves the odds that spatially adjacent features will be sequentially adjacent, and should improve density calculations and spatial coalescing. It should be the default eventually.
 .RE
 .SS Adding calculated attributes
 .RS
 .IP \(bu 2
 \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.
+.IP \(bu 2
+\fB\fC\-ai\fR or \fB\fC\-\-generate\-ids\fR: Add an \fB\fCid\fR (a feature ID, not an attribute named \fB\fCid\fR) to each feature that does not already have one. There is currently no guarantee that the \fB\fCid\fR added will be stable between runs or that it will not conflict with manually\-assigned feature IDs. Future versions of Tippecanoe may change the mechanism for allocating IDs.
 .RE
 .SS Trying to correct bad source geometry
 .RS
 .IP \(bu 2
-\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.
+\fB\fC\-aw\fR or \fB\fC\-\-detect\-longitude\-wraparound\fR: Detect when consecutive points within a feature jump to the other side of the world, and try to fix the geometry.
+.IP \(bu 2
+\fB\fC\-pw\fR or \fB\fC\-\-use\-source\-polygon\-winding\fR: Instead of respecting GeoJSON polygon ring order, use the original polygon winding in the source data to distinguish inner (clockwise) and outer (counterclockwise) polygon rings.
+.IP \(bu 2
+\fB\fC\-pW\fR or \fB\fC\-\-reverse\-source\-polygon\-winding\fR: Instead of respecting GeoJSON polygon ring order, use the opposite of the original polygon winding in the source data to distinguish inner (counterclockwise) and outer (clockwise) polygon rings.
+.IP \(bu 2
+\fB\fC\-\-clip\-bounding\-box=\fR\fIminlon\fP\fB\fC,\fR\fIminlat\fP\fB\fC,\fR\fImaxlon\fP\fB\fC,\fR\fImaxlat\fP: Clip all features to the specified bounding box.
 .RE
 .SS Setting or disabling tile size limits
 .RS
 .IP \(bu 2
 \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 \(bu 2
+\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 \(bu 2
 \fB\fC\-pf\fR or \fB\fC\-\-no\-feature\-limit\fR: Don't limit tiles to 200,000 features
 .IP \(bu 2
 \fB\fC\-pk\fR or \fB\fC\-\-no\-tile\-size\-limit\fR: Don't limit tiles to 500K bytes
@@ -307,6 +653,12 @@ the line or polygon within one tile unit of its proper location. You can probabl
 \fB\fC\-pC\fR or \fB\fC\-\-no\-tile\-compression\fR: Don't compress the PBF vector tile data.
 .IP \(bu 2
 \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.
+.IP \(bu 2
+\fB\fC\-\-tile\-stats\-attributes\-limit=\fR\fIcount\fP: Include \fB\fCtilestats\fR information about at most \fIcount\fP attributes instead of the default 1000.
+.IP \(bu 2
+\fB\fC\-\-tile\-stats\-sample\-values\-limit=\fR\fIcount\fP: Calculate \fB\fCtilestats\fR attribute statistics based on \fIcount\fP values instead of the default 1000.
+.IP \(bu 2
+\fB\fC\-\-tile\-stats\-values\-limit=\fR\fIcount\fP: Report \fIcount\fP unique attribute values in \fB\fCtilestats\fR instead of the default 100.
 .RE
 .SS Temporary storage
 .RS
@@ -317,7 +669,11 @@ If you don't specify, it will use \fB\fC/tmp\fR\&.
 .SS Progress indicator
 .RS
 .IP \(bu 2
-\fB\fC\-q\fR or \fB\fC\-\-quiet\fR: Work quietly instead of reporting progress
+\fB\fC\-q\fR or \fB\fC\-\-quiet\fR: Work quietly instead of reporting progress or warning messages
+.IP \(bu 2
+\fB\fC\-Q\fR or \fB\fC\-\-no\-progress\-indicator\fR: Don't report progress, but still give warnings
+.IP \(bu 2
+\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 \(bu 2
 \fB\fC\-v\fR or \fB\fC\-\-version\fR: Report Tippecanoe's version number
 .RE
@@ -343,7 +699,7 @@ The postfilter receives the features at tile resolution, after simplification, c
 .PP
 The layer name is provided as part of the \fB\fCtippecanoe\fR element of the feature and must be passed through
 to keep the feature in its correct layer. In the case of the prefilter, the \fB\fCtippecanoe\fR element may also
-contain \fB\fCindex\fR, \fB\fCsequence\fR, and \fB\fCextent\fR elements, which must be passed through for internal operations like
+contain \fB\fCindex\fR, \fB\fCsequence\fR, \fB\fCextent\fR, and \fB\fCdropped\fR, elements, which must be passed through for internal operations like
 \fB\fC\-\-drop\-densest\-as\-needed\fR, \fB\fC\-\-drop\-smallest\-as\-needed\fR, and \fB\fC\-\-preserve\-input\-order\fR to work.
 .SS Examples:
 .RS
@@ -425,33 +781,12 @@ the filename or name specified using \fB\fC\-\-layer\fR, like this:
 }
 .fi
 .RE
-.SH Point styling
 .PP
-To provide a consistent density gradient as you zoom, the Mapbox Studio style needs to be
-coordinated with the base zoom level and dot\-dropping rate. You can use this shell script to
-calculate the appropriate marker\-width at high zoom levels to match the fraction of dots
-that were dropped at low zoom levels.
-.PP
-If you used \fB\fC\-B\fR or \fB\fC\-z\fR to change the base zoom level or \fB\fC\-r\fR to change the
-dot\-dropping rate, replace them in the \fB\fCbasezoom\fR and \fB\fCrate\fR below.
+If your source GeoJSON only has \fB\fCminzoom\fR, \fB\fCmaxzoom\fR and/or \fB\fClayer\fR within \fB\fCproperties\fR you can use ndjson\-cli \[la]https://github.com/mbostock/ndjson-cli/blob/master/README.md\[ra] to move them into the required \fB\fCtippecanoe\fR object by piping the GeoJSON like this:
 .PP
 .RS
 .nf
-awk 'BEGIN {
-    dotsize = 2;    # up to you to decide
-    basezoom = 14;  # tippecanoe \-z 14
-    rate = 2.5;     # tippecanoe \-r 2.5
-
-    print "  marker\-line\-width: 0;";
-    print "  marker\-ignore\-placement: true;";
-    print "  marker\-allow\-overlap: true;";
-    print "  marker\-width: " dotsize ";";
-    for (i = basezoom + 1; i <= 22; i++) {
-        print "  [zoom >= " i "] { marker\-width: " (dotsize * exp(log(sqrt(rate)) * (i \- basezoom))) "; }";
-    }
-
-    exit(0);
-}'
+ndjson\-map 'd.tippecanoe = { minzoom: d.properties.minzoom, maxzoom: d.properties.maxzoom, layer: d.properties.layer }, delete d.properties.minzoom, delete d.properties.maxzoom, delete d.properties.layer, d'
 .fi
 .RE
 .SH Geometric simplifications
@@ -481,7 +816,7 @@ all of them should have had together.
 .PP
 Features in the same tile that share the same type and attributes are coalesced
 together into a single geometry if you use \fB\fC\-\-coalesce\fR\&. You are strongly encouraged to use \-x to exclude
-any unnecessary properties to reduce wasted file size.
+any unnecessary attributes to reduce wasted file size.
 .PP
 If a tile is larger than 500K, it will try encoding that tile at progressively
 lower resolutions before failing if it still doesn't fit.
@@ -577,16 +912,21 @@ The options are:
 .SS Tileset description and attribution
 .RS
 .IP \(bu 2
-\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 \(bu 2
-\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 \(bu 2
 \fB\fC\-A\fR \fIattribution\fP or \fB\fC\-\-attribution=\fR\fIattribution\fP: Set the attribution string.
 .IP \(bu 2
 \fB\fC\-n\fR \fIname\fP or \fB\fC\-\-name=\fR\fIname\fP: Set the tileset name.
 .IP \(bu 2
 \fB\fC\-N\fR \fIdescription\fP or \fB\fC\-\-description=\fR\fIdescription\fP: Set the tileset description.
 .RE
+.SS Layer filtering and naming
+.RS
+.IP \(bu 2
+\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 \(bu 2
+\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 \(bu 2
+\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
 .SS Zoom levels
 .RS
 .IP \(bu 2
@@ -604,11 +944,15 @@ The options are:
 .IP \(bu 2
 \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 \(bu 2
+\fB\fC\-X\fR or \fB\fC\-\-exclude\-all\fR: Remove all attributes from the output.
+.IP \(bu 2
 \fB\fC\-i\fR or \fB\fC\-\-if\-matched\fR: Only include features that matched the CSV.
 .IP \(bu 2
-\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.
+\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://docs.mapbox.com/mapbox-gl-js/style-spec/#other-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 \(bu 2
 \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.
+.IP \(bu 2
+\fB\fC\-pe\fR or \fB\fC\-\-empty\-csv\-columns\-are\-null\fR: Treat empty CSV columns as nulls rather than as empty strings.
 .RE
 .SS Setting or disabling tile size limits
 .RS
@@ -709,7 +1053,7 @@ 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.
@@ -726,5 +1070,83 @@ resolutions.
 .IP \(bu 2
 \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 \(bu 2
+\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 \(bu 2
 \fB\fC\-f\fR or \fB\fC\-\-force\fR: Decode tiles even if polygon ring order or closure problems are detected
 .RE
+.SH tippecanoe\-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.
+.SS Options
+.RS
+.IP \(bu 2
+\fB\fC\-w\fR or \fB\fC\-\-wrap\fR: Add the FeatureCollection or GeometryCollection wrapper.
+.IP \(bu 2
+\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 \(bu 2
+\fB\fC\-c\fR \fIfile.csv\fP or \fB\fC\-\-csv=\fR\fIfile.csv\fP: Join attributes 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.
+.IP \(bu 2
+\fB\fC\-pe\fR or \fB\fC\-\-empty\-csv\-columns\-are\-null\fR: Treat empty CSV columns as nulls rather than as empty strings.
+.RE
+.SS Example
+.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:
+.PP
+.RS
+.nf
+$ curl \-L \-O https://www2.census.gov/geo/tiger/TIGER2010/TABBLOCK/2010/tl_2010_18157_tabblock10.zip
+$ unzip tl_2010_18157_tabblock10.zip
+$ ogr2ogr \-f GeoJSON tl_2010_18157_tabblock10.json tl_2010_18157_tabblock10.shp
+.fi
+.RE
+.PP
+Download Indiana employment data, and fix name of join key in header
+.PP
+.RS
+.nf
+$ curl \-L \-O https://lehd.ces.census.gov/data/lodes/LODES7/in/wac/in_wac_S000_JT00_2015.csv.gz
+$ gzip \-dc in_wac_S000_JT00_2015.csv.gz | sed '1s/w_geocode/GEOID10/' > in_wac_S000_JT00_2015.csv
+.fi
+.RE
+.PP
+Sort GeoJSON block geometry so it is ordered by block ID. If you don't do this, you will get a
+"GeoJSON file is out of sort" error.
+.PP
+.RS
+.nf
+$ tippecanoe\-json\-tool \-e GEOID10 tl_2010_18157_tabblock10.json | LC_ALL=C sort > tl_2010_18157_tabblock10.sort.json
+.fi
+.RE
+.PP
+Join block geometries to employment attributes:
+.PP
+.RS
+.nf
+$ tippecanoe\-json\-tool \-c in_wac_S000_JT00_2015.csv tl_2010_18157_tabblock10.sort.json > blocks\-wac.json
+.fi
+.RE

mapbox/LICENSE-wagyu

@@ -1,4 +1,4 @@
-Parts of the code in the Wagyu Library are derived from the version of the 
+Parts of the code in the Wagyu Library are derived from the version of the
 Clipper Library by Angus Johnson listed below.
 
 Author    :  Angus Johnson
@@ -6,13 +6,15 @@ Version   :  6.4.0
 Date      :  2 July 2015
 Website   :  http://www.angusj.com
 
-Copyright for portions of the derived code in the Wagyu library are held 
-by Angus Johnson, 2010-2015. All other copyright for the Wagyu Library are held by 
-Mapbox, 2016. This code is published in accordance with, and retains the same license
-as the Clipper Library by Angus Johnson.
+Copyright for portions of the derived code in the Wagyu library are held
+by Angus Johnson, 2010-2015. Copyright for the "include/mapbox/geometry/wagyu/almost_equal.hpp"
+file is held by Google Inc and its license is listed at the top of that file.
+All other copyright for the Wagyu Library are held by Mapbox, 2016. This code
+is published in accordance with, and retains the same license as the Clipper
+Library by Angus Johnson.
 
 Copyright (c) 2010-2015, Angus Johnson
-Copyright (c) 2016, Mapbox
+Copyright (c) 2016-2020, Mapbox
 
 Permission is hereby granted, free of charge, to any person or organization
 obtaining a copy of the software and accompanying documentation covered by

mapbox/geometry/wagyu/active_bound_list.hpp

@@ -19,7 +19,7 @@ namespace geometry {
 namespace wagyu {
 
 template <typename T>
-using active_bound_list = std::list<bound_ptr<T>>;
+using active_bound_list = std::vector<bound_ptr<T>>;
 
 template <typename T>
 using active_bound_list_itr = typename active_bound_list<T>::iterator;
@@ -61,9 +61,7 @@ std::string output_edges(active_bound_list<T> const& bnds) {
 #endif
 
 template <typename T>
-bool is_even_odd_fill_type(bound<T> const& bound,
-                           fill_type subject_fill_type,
-                           fill_type clip_fill_type) {
+bool is_even_odd_fill_type(bound<T> const& bound, fill_type subject_fill_type, fill_type clip_fill_type) {
     if (bound.poly_type == polygon_type_subject) {
         return subject_fill_type == fill_type_even_odd;
     } else {
@@ -72,9 +70,7 @@ bool is_even_odd_fill_type(bound<T> const& bound,
 }
 
 template <typename T>
-bool is_even_odd_alt_fill_type(bound<T> const& bound,
-                               fill_type subject_fill_type,
-                               fill_type clip_fill_type) {
+bool is_even_odd_alt_fill_type(bound<T> const& bound, fill_type subject_fill_type, fill_type clip_fill_type) {
     if (bound.poly_type == polygon_type_subject) {
         return clip_fill_type == fill_type_even_odd;
     } else {
@@ -83,107 +79,92 @@ bool is_even_odd_alt_fill_type(bound<T> const& bound,
 }
 
 template <typename T>
-inline bool bound2_inserts_before_bound1(bound<T> const& bound1, bound<T> const& bound2) {
-    if (values_are_equal(bound2.current_x, bound1.current_x)) {
-        if (bound2.current_edge->top.y > bound1.current_edge->top.y) {
-            return bound2.current_edge->top.x <
-                   get_current_x(*(bound1.current_edge), bound2.current_edge->top.y);
+struct bound_insert_location {
+
+    bound<T> const& bound2;
+
+    bound_insert_location(bound<T> const& b) : bound2(b) {
+    }
+
+    bool operator()(bound_ptr<T> const& b) {
+        auto const& bound1 = *b;
+        if (values_are_equal(bound2.current_x, bound1.current_x)) {
+            if (bound2.current_edge->top.y > bound1.current_edge->top.y) {
+                return less_than(static_cast<double>(bound2.current_edge->top.x),
+                                 get_current_x(*(bound1.current_edge), bound2.current_edge->top.y));
+            } else {
+                return greater_than(static_cast<double>(bound1.current_edge->top.x),
+                                    get_current_x(*(bound2.current_edge), bound1.current_edge->top.y));
+            }
         } else {
-            return bound1.current_edge->top.x >
-                   get_current_x(*(bound2.current_edge), bound1.current_edge->top.y);
+            return bound2.current_x < bound1.current_x;
         }
-    } else {
-        return bound2.current_x < bound1.current_x;
     }
+};
+
+template <typename T>
+active_bound_list_itr<T> insert_bound_into_ABL(bound<T>& left, bound<T>& right, active_bound_list<T>& active_bounds) {
+
+    auto itr = std::find_if(active_bounds.begin(), active_bounds.end(), bound_insert_location<T>(left));
+#ifdef GCC_MISSING_VECTOR_RANGE_INSERT
+    itr = active_bounds.insert(itr, &right);
+    return active_bounds.insert(itr, &left);
+#else
+    return active_bounds.insert(itr, { &left, &right });
+#endif
 }
 
 template <typename T>
-active_bound_list_itr<T> insert_bound_into_ABL(bound<T>& bnd, active_bound_list<T>& active_bounds) {
-    auto itr = active_bounds.begin();
-    while (itr != active_bounds.end() && !bound2_inserts_before_bound1(*(*itr), bnd)) {
-        ++itr;
-    }
-    return active_bounds.insert(itr, &bnd);
-}
-
-template <typename T>
-active_bound_list_itr<T> insert_bound_into_ABL(bound<T>& bnd,
-                                               active_bound_list_itr<T> itr,
-                                               active_bound_list<T>& active_bounds) {
-    while (itr != active_bounds.end() && !bound2_inserts_before_bound1(*(*itr), bnd)) {
-        ++itr;
-    }
-    return active_bounds.insert(itr, &bnd);
-}
-
-template <typename T>
-inline bool is_maxima(bound<T>& bnd, T y) {
+inline bool is_maxima(bound<T> const& bnd, T y) {
     return bnd.next_edge == bnd.edges.end() && bnd.current_edge->top.y == y;
 }
 
 template <typename T>
-inline bool is_maxima(active_bound_list_itr<T>& bnd, T y) {
+inline bool is_maxima(active_bound_list_itr<T> const& bnd, T y) {
     return is_maxima(*(*bnd), y);
 }
 
 template <typename T>
-inline bool is_intermediate(bound<T>& bnd, T y) {
+inline bool is_intermediate(bound<T> const& bnd, T y) {
     return bnd.next_edge != bnd.edges.end() && bnd.current_edge->top.y == y;
 }
 
 template <typename T>
-inline bool is_intermediate(active_bound_list_itr<T>& bnd, T y) {
+inline bool is_intermediate(active_bound_list_itr<T> const& bnd, T y) {
     return is_intermediate(*(*bnd), y);
 }
 
 template <typename T>
-inline bool current_edge_is_horizontal(active_bound_list_itr<T>& bnd) {
+inline bool current_edge_is_horizontal(active_bound_list_itr<T> const& bnd) {
     return is_horizontal(*((*bnd)->current_edge));
 }
 
 template <typename T>
-inline bool next_edge_is_horizontal(active_bound_list_itr<T>& bnd) {
+inline bool next_edge_is_horizontal(active_bound_list_itr<T> const& bnd) {
     return is_horizontal(*((*bnd)->next_edge));
 }
 
 template <typename T>
-inline void swap_positions_in_ABL(active_bound_list_itr<T>& bnd1,
-                                  active_bound_list_itr<T>& bnd2,
-                                  active_bound_list<T>& active_bounds) {
-    if (std::next(bnd2) == bnd1) {
-        active_bounds.splice(bnd2, active_bounds, bnd1);
-    } else {
-        active_bounds.splice(bnd1, active_bounds, bnd2);
-    }
-}
-
-template <typename T>
-void next_edge_in_bound(active_bound_list_itr<T>& bnd, scanbeam_list<T>& scanbeam) {
-    ++((*bnd)->current_edge);
-    if ((*bnd)->current_edge != (*bnd)->edges.end()) {
-        ++((*bnd)->next_edge);
-        (*bnd)->current_x = static_cast<double>((*bnd)->current_edge->bot.x);
-        if (!current_edge_is_horizontal<T>(bnd)) {
-            scanbeam.push((*bnd)->current_edge->top.y);
+void next_edge_in_bound(bound<T>& bnd, scanbeam_list<T>& scanbeam) {
+    auto& current_edge = bnd.current_edge;
+    ++current_edge;
+    if (current_edge != bnd.edges.end()) {
+        ++(bnd.next_edge);
+        bnd.current_x = static_cast<double>(current_edge->bot.x);
+        if (!is_horizontal<T>(*current_edge)) {
+            insert_sorted_scanbeam(scanbeam, current_edge->top.y);
         }
     }
 }
 
 template <typename T>
-active_bound_list_itr<T> get_maxima_pair(active_bound_list_itr<T> bnd,
-                                         active_bound_list<T>& active_bounds) {
-    auto bnd_itr = active_bounds.begin();
-    while (bnd_itr != active_bounds.end()) {
-        if (*bnd_itr == (*bnd)->maximum_bound) {
-            break;
-        }
-        ++bnd_itr;
-    }
-    return bnd_itr;
+active_bound_list_itr<T> get_maxima_pair(active_bound_list_itr<T> bnd, active_bound_list<T>& active_bounds) {
+    bound_ptr<T> maximum = (*bnd)->maximum_bound;
+    return std::find(active_bounds.begin(), active_bounds.end(), maximum);
 }
 
 template <typename T>
-void set_winding_count(active_bound_list_itr<T>& bnd_itr,
+void set_winding_count(active_bound_list_itr<T> bnd_itr,
                        active_bound_list<T>& active_bounds,
                        fill_type subject_fill_type,
                        fill_type clip_fill_type) {
@@ -197,8 +178,7 @@ void set_winding_count(active_bound_list_itr<T>& bnd_itr,
 
     // find the edge of the same polytype that immediately preceeds 'edge' in
     // AEL
-    while (rev_bnd_itr != active_bounds.rend() &&
-           (*rev_bnd_itr)->poly_type != (*bnd_itr)->poly_type) {
+    while (rev_bnd_itr != active_bounds.rend() && (*rev_bnd_itr)->poly_type != (*bnd_itr)->poly_type) {
         ++rev_bnd_itr;
     }
     if (rev_bnd_itr == active_bounds.rend()) {
@@ -220,8 +200,7 @@ void set_winding_count(active_bound_list_itr<T>& bnd_itr,
                     (*bnd_itr)->winding_count = (*rev_bnd_itr)->winding_count;
                 } else {
                     // otherwise continue to 'decrease' WC ...
-                    (*bnd_itr)->winding_count =
-                        (*rev_bnd_itr)->winding_count + (*bnd_itr)->winding_delta;
+                    (*bnd_itr)->winding_count = (*rev_bnd_itr)->winding_count + (*bnd_itr)->winding_delta;
                 }
             } else {
                 // now outside all polys of same polytype so set own WC ...
@@ -235,8 +214,7 @@ void set_winding_count(active_bound_list_itr<T>& bnd_itr,
                 (*bnd_itr)->winding_count = (*rev_bnd_itr)->winding_count;
             } else {
                 // otherwise add to WC ...
-                (*bnd_itr)->winding_count =
-                    (*rev_bnd_itr)->winding_count + (*bnd_itr)->winding_delta;
+                (*bnd_itr)->winding_count = (*rev_bnd_itr)->winding_count + (*bnd_itr)->winding_delta;
             }
         }
         (*bnd_itr)->winding_count2 = (*rev_bnd_itr)->winding_count2;
@@ -247,9 +225,7 @@ void set_winding_count(active_bound_list_itr<T>& bnd_itr,
     if (is_even_odd_alt_fill_type(*(*bnd_itr), subject_fill_type, clip_fill_type)) {
         // EvenOdd filling ...
         while (bnd_itr_forward != bnd_itr) {
-            if ((*bnd_itr_forward)->winding_delta != 0) {
-                (*bnd_itr)->winding_count2 = ((*bnd_itr)->winding_count2 == 0 ? 1 : 0);
-            }
+            (*bnd_itr)->winding_count2 = ((*bnd_itr)->winding_count2 == 0 ? 1 : 0);
             ++bnd_itr_forward;
         }
     } else {
@@ -262,10 +238,7 @@ void set_winding_count(active_bound_list_itr<T>& bnd_itr,
 }
 
 template <typename T>
-bool is_contributing(bound<T> const& bnd,
-                     clip_type cliptype,
-                     fill_type subject_fill_type,
-                     fill_type clip_fill_type) {
+bool is_contributing(bound<T> const& bnd, clip_type cliptype, fill_type subject_fill_type, fill_type clip_fill_type) {
     fill_type pft = subject_fill_type;
     fill_type pft2 = clip_fill_type;
     if (bnd.poly_type != polygon_type_subject) {
@@ -362,21 +335,20 @@ void insert_lm_left_and_right_bound(bound<T>& left_bound,
                                     fill_type clip_fill_type) {
 
     // Both left and right bound
-    auto lb_abl_itr = insert_bound_into_ABL(left_bound, active_bounds);
-    auto rb_abl_itr = active_bounds.insert(std::next(lb_abl_itr), &right_bound);
+    auto lb_abl_itr = insert_bound_into_ABL(left_bound, right_bound, active_bounds);
+    auto rb_abl_itr = std::next(lb_abl_itr);
     set_winding_count(lb_abl_itr, active_bounds, subject_fill_type, clip_fill_type);
     (*rb_abl_itr)->winding_count = (*lb_abl_itr)->winding_count;
     (*rb_abl_itr)->winding_count2 = (*lb_abl_itr)->winding_count2;
     if (is_contributing(left_bound, cliptype, subject_fill_type, clip_fill_type)) {
-        add_local_minimum_point(lb_abl_itr, rb_abl_itr, active_bounds,
-                                (*lb_abl_itr)->current_edge->bot, rings);
+        add_local_minimum_point(*(*lb_abl_itr), *(*rb_abl_itr), active_bounds, (*lb_abl_itr)->current_edge->bot, rings);
     }
 
     // Add top of edges to scanbeam
-    scanbeam.push((*lb_abl_itr)->current_edge->top.y);
+    insert_sorted_scanbeam(scanbeam, (*lb_abl_itr)->current_edge->top.y);
 
     if (!current_edge_is_horizontal<T>(rb_abl_itr)) {
-        scanbeam.push((*rb_abl_itr)->current_edge->top.y);
+        insert_sorted_scanbeam(scanbeam, (*rb_abl_itr)->current_edge->top.y);
     }
 }
 
@@ -394,8 +366,8 @@ void insert_local_minima_into_ABL(T const bot_y,
         initialize_lm<T>(current_lm);
         auto& left_bound = (*current_lm)->left_bound;
         auto& right_bound = (*current_lm)->right_bound;
-        insert_lm_left_and_right_bound(left_bound, right_bound, active_bounds, rings, scanbeam,
-                                       cliptype, subject_fill_type, clip_fill_type);
+        insert_lm_left_and_right_bound(left_bound, right_bound, active_bounds, rings, scanbeam, cliptype,
+                                       subject_fill_type, clip_fill_type);
         ++current_lm;
     }
 }
@@ -410,16 +382,15 @@ void insert_horizontal_local_minima_into_ABL(T const top_y,
                                              clip_type cliptype,
                                              fill_type subject_fill_type,
                                              fill_type clip_fill_type) {
-    while (current_lm != minima_sorted.end() && top_y == (*current_lm)->y &&
-           (*current_lm)->minimum_has_horizontal) {
+    while (current_lm != minima_sorted.end() && top_y == (*current_lm)->y && (*current_lm)->minimum_has_horizontal) {
         initialize_lm<T>(current_lm);
         auto& left_bound = (*current_lm)->left_bound;
         auto& right_bound = (*current_lm)->right_bound;
-        insert_lm_left_and_right_bound(left_bound, right_bound, active_bounds, rings, scanbeam,
-                                       cliptype, subject_fill_type, clip_fill_type);
+        insert_lm_left_and_right_bound(left_bound, right_bound, active_bounds, rings, scanbeam, cliptype,
+                                       subject_fill_type, clip_fill_type);
         ++current_lm;
     }
 }
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/almost_equal.hpp

@@ -0,0 +1,277 @@
+// Copyright 2005, Google Inc.
+// All rights reserved.
+//
+// Redistribution and use in source and binary forms, with or without
+// modification, are permitted provided that the following conditions are
+// met:
+//
+//     * Redistributions of source code must retain the above copyright
+// notice, this list of conditions and the following disclaimer.
+//     * Redistributions in binary form must reproduce the above
+// copyright notice, this list of conditions and the following disclaimer
+// in the documentation and/or other materials provided with the
+// distribution.
+//     * Neither the name of Google Inc. nor the names of its
+// contributors may be used to endorse or promote products derived from
+// this software without specific prior written permission.
+//
+// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+// "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+// LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+// A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+// OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+// SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+// LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+// DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+// THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+// (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+// OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+//
+// Authors: wan@google.com (Zhanyong Wan), eefacm@gmail.com (Sean Mcafee)
+//
+// The Google C++ Testing Framework (Google Test)
+
+// This template class serves as a compile-time function from size to
+// type.  It maps a size in bytes to a primitive type with that
+// size. e.g.
+//
+//   TypeWithSize<4>::UInt
+//
+// is typedef-ed to be unsigned int (unsigned integer made up of 4
+// bytes).
+//
+// Such functionality should belong to STL, but I cannot find it
+// there.
+//
+// Google Test uses this class in the implementation of floating-point
+// comparison.
+//
+// For now it only handles UInt (unsigned int) as that's all Google Test
+// needs.  Other types can be easily added in the future if need
+// arises.
+namespace mapbox {
+namespace geometry {
+namespace wagyu {
+namespace util {
+
+template <size_t size>
+class TypeWithSize {
+public:
+    // This prevents the user from using TypeWithSize<N> with incorrect
+    // values of N.
+    typedef void UInt;
+};
+
+// The specialization for size 4.
+template <>
+class TypeWithSize<4> {
+public:
+    // unsigned int has size 4 in both gcc and MSVC.
+    //
+    // As base/basictypes.h doesn't compile on Windows, we cannot use
+    // uint32, uint64, and etc here.
+    typedef int Int;
+    typedef unsigned int UInt;
+};
+
+// The specialization for size 8.
+template <>
+class TypeWithSize<8> {
+public:
+#if GTEST_OS_WINDOWS
+    typedef __int64 Int;
+    typedef unsigned __int64 UInt;
+#else
+    typedef long long Int;           // NOLINT
+    typedef unsigned long long UInt; // NOLINT
+#endif // GTEST_OS_WINDOWS
+};
+
+// This template class represents an IEEE floating-point number
+// (either single-precision or double-precision, depending on the
+// template parameters).
+//
+// The purpose of this class is to do more sophisticated number
+// comparison.  (Due to round-off error, etc, it's very unlikely that
+// two floating-points will be equal exactly.  Hence a naive
+// comparison by the == operation often doesn't work.)
+//
+// Format of IEEE floating-point:
+//
+//   The most-significant bit being the leftmost, an IEEE
+//   floating-point looks like
+//
+//     sign_bit exponent_bits fraction_bits
+//
+//   Here, sign_bit is a single bit that designates the sign of the
+//   number.
+//
+//   For float, there are 8 exponent bits and 23 fraction bits.
+//
+//   For double, there are 11 exponent bits and 52 fraction bits.
+//
+//   More details can be found at
+//   http://en.wikipedia.org/wiki/IEEE_floating-point_standard.
+//
+// Template parameter:
+//
+//   RawType: the raw floating-point type (either float or double)
+template <typename RawType>
+class FloatingPoint {
+public:
+    // Defines the unsigned integer type that has the same size as the
+    // floating point number.
+    typedef typename TypeWithSize<sizeof(RawType)>::UInt Bits;
+
+    // Constants.
+
+    // # of bits in a number.
+    static const size_t kBitCount = 8 * sizeof(RawType);
+
+    // # of fraction bits in a number.
+    static const size_t kFractionBitCount = std::numeric_limits<RawType>::digits - 1;
+
+    // # of exponent bits in a number.
+    static const size_t kExponentBitCount = kBitCount - 1 - kFractionBitCount;
+
+    // The mask for the sign bit.
+    static const Bits kSignBitMask = static_cast<Bits>(1) << (kBitCount - 1);
+
+    // The mask for the fraction bits.
+    static const Bits kFractionBitMask = ~static_cast<Bits>(0) >> (kExponentBitCount + 1);
+
+    // The mask for the exponent bits.
+    static const Bits kExponentBitMask = ~(kSignBitMask | kFractionBitMask);
+
+    // How many ULP's (Units in the Last Place) we want to tolerate when
+    // comparing two numbers.  The larger the value, the more error we
+    // allow.  A 0 value means that two numbers must be exactly the same
+    // to be considered equal.
+    //
+    // The maximum error of a single floating-point operation is 0.5
+    // units in the last place.  On Intel CPU's, all floating-point
+    // calculations are done with 80-bit precision, while double has 64
+    // bits.  Therefore, 4 should be enough for ordinary use.
+    //
+    // See the following article for more details on ULP:
+    // http://www.cygnus-software.com/papers/comparingfloats/comparingfloats.htm.
+    static const size_t kMaxUlps = 4;
+
+    // Constructs a FloatingPoint from a raw floating-point number.
+    //
+    // On an Intel CPU, passing a non-normalized NAN (Not a Number)
+    // around may change its bits, although the new value is guaranteed
+    // to be also a NAN.  Therefore, don't expect this constructor to
+    // preserve the bits in x when x is a NAN.
+    explicit FloatingPoint(const RawType& x) : u_(x) {
+    }
+
+    // Static methods
+
+    // Reinterprets a bit pattern as a floating-point number.
+    //
+    // This function is needed to test the AlmostEquals() method.
+    static RawType ReinterpretBits(const Bits bits) {
+        FloatingPoint fp(0);
+        fp.u_.bits_ = bits;
+        return fp.u_.value_;
+    }
+
+    // Returns the floating-point number that represent positive infinity.
+    static RawType Infinity() {
+        return ReinterpretBits(kExponentBitMask);
+    }
+
+    // Non-static methods
+
+    // Returns the bits that represents this number.
+    const Bits& bits() const {
+        return u_.bits_;
+    }
+
+    // Returns the exponent bits of this number.
+    Bits exponent_bits() const {
+        return kExponentBitMask & u_.bits_;
+    }
+
+    // Returns the fraction bits of this number.
+    Bits fraction_bits() const {
+        return kFractionBitMask & u_.bits_;
+    }
+
+    // Returns the sign bit of this number.
+    Bits sign_bit() const {
+        return kSignBitMask & u_.bits_;
+    }
+
+    // Returns true iff this is NAN (not a number).
+    bool is_nan() const {
+        // It's a NAN if the exponent bits are all ones and the fraction
+        // bits are not entirely zeros.
+        return (exponent_bits() == kExponentBitMask) && (fraction_bits() != 0);
+    }
+
+    // Returns true iff this number is at most kMaxUlps ULP's away from
+    // rhs.  In particular, this function:
+    //
+    //   - returns false if either number is (or both are) NAN.
+    //   - treats really large numbers as almost equal to infinity.
+    //   - thinks +0.0 and -0.0 are 0 DLP's apart.
+    bool AlmostEquals(const FloatingPoint& rhs) const {
+        // The IEEE standard says that any comparison operation involving
+        // a NAN must return false.
+        if (is_nan() || rhs.is_nan())
+            return false;
+
+        return DistanceBetweenSignAndMagnitudeNumbers(u_.bits_, rhs.u_.bits_) <= kMaxUlps;
+    }
+
+private:
+    // The data type used to store the actual floating-point number.
+    union FloatingPointUnion {
+        explicit FloatingPointUnion(RawType val) : value_(val) {
+        }
+        RawType value_; // The raw floating-point number.
+        Bits bits_;     // The bits that represent the number.
+    };
+
+    // Converts an integer from the sign-and-magnitude representation to
+    // the biased representation.  More precisely, let N be 2 to the
+    // power of (kBitCount - 1), an integer x is represented by the
+    // unsigned number x + N.
+    //
+    // For instance,
+    //
+    //   -N + 1 (the most negative number representable using
+    //          sign-and-magnitude) is represented by 1;
+    //   0      is represented by N; and
+    //   N - 1  (the biggest number representable using
+    //          sign-and-magnitude) is represented by 2N - 1.
+    //
+    // Read http://en.wikipedia.org/wiki/Signed_number_representations
+    // for more details on signed number representations.
+    static Bits SignAndMagnitudeToBiased(const Bits& sam) {
+        if (kSignBitMask & sam) {
+            // sam represents a negative number.
+            return ~sam + 1;
+        } else {
+            // sam represents a positive number.
+            return kSignBitMask | sam;
+        }
+    }
+
+    // Given two numbers in the sign-and-magnitude representation,
+    // returns the distance between them as an unsigned number.
+    static Bits DistanceBetweenSignAndMagnitudeNumbers(const Bits& sam1, const Bits& sam2) {
+        const Bits biased1 = SignAndMagnitudeToBiased(sam1);
+        const Bits biased2 = SignAndMagnitudeToBiased(sam2);
+        return (biased1 >= biased2) ? (biased1 - biased2) : (biased2 - biased1);
+    }
+
+    FloatingPointUnion u_;
+};
+
+} // namespace util
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/bound.hpp

@@ -36,6 +36,7 @@ struct bound {
     bound() noexcept
         : edges(),
           current_edge(edges.end()),
+          next_edge(edges.end()),
           last_point({ 0, 0 }),
           ring(nullptr),
           maximum_bound(nullptr),
@@ -51,6 +52,7 @@ struct bound {
     bound(bound<T>&& b) noexcept
         : edges(std::move(b.edges)),
           current_edge(std::move(b.current_edge)),
+          next_edge(std::move(b.next_edge)),
           last_point(std::move(b.last_point)),
           ring(std::move(b.ring)),
           maximum_bound(std::move(b.maximum_bound)),
@@ -62,13 +64,15 @@ struct bound {
           poly_type(std::move(b.poly_type)),
           side(std::move(b.side)) {
     }
+
+    bound(bound<T> const& b) = delete;
+    bound<T>& operator=(bound<T> const&) = delete;
 };
 
 #ifdef DEBUG
 
 template <class charT, class traits, typename T>
-inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out,
-                                                     const bound<T>& bnd) {
+inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out, const bound<T>& bnd) {
     out << "    Bound: " << &bnd << std::endl;
     out << "        current_x: " << bnd.current_x << std::endl;
     out << "        last_point: " << bnd.last_point.x << ", " << bnd.last_point.y << std::endl;
@@ -90,6 +94,6 @@ inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, t
 }
 
 #endif
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/bubble_sort.hpp

@@ -0,0 +1,28 @@
+#pragma once
+
+namespace mapbox {
+namespace geometry {
+namespace wagyu {
+
+template <typename It, class Compare, class MethodOnSwap>
+void bubble_sort(It begin, It end, Compare c, MethodOnSwap m) {
+    if (begin == end) {
+        return;
+    }
+    bool modified = false;
+    auto last = end - 1;
+    do {
+        modified = false;
+        for (auto itr = begin; itr != last; ++itr) {
+            auto next = std::next(itr);
+            if (!c(*itr, *next)) {
+                m(*itr, *next);
+                std::iter_swap(itr, next);
+                modified = true;
+            }
+        }
+    } while (modified);
+}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/build_edges.hpp

@@ -25,8 +25,8 @@ bool point_2_is_between_point_1_and_point_3(mapbox::geometry::point<T> const& pt
     }
 }
 
-template <typename T>
-bool build_edge_list(mapbox::geometry::linear_ring<T> const& path_geometry, edge_list<T>& edges) {
+template <typename T1, typename T2>
+bool build_edge_list(mapbox::geometry::linear_ring<T2> const& path_geometry, edge_list<T1>& edges) {
 
     if (path_geometry.size() < 3) {
         return false;
@@ -37,8 +37,8 @@ bool build_edge_list(mapbox::geometry::linear_ring<T> const& path_geometry, edge
 
     auto itr_rev = path_geometry.rbegin();
     auto itr = path_geometry.begin();
-    mapbox::geometry::point<T> pt1 = *itr_rev;
-    mapbox::geometry::point<T> pt2 = *itr;
+    mapbox::geometry::point<T2> pt1 = *itr_rev;
+    mapbox::geometry::point<T2> pt2 = *itr;
 
     // Find next non repeated point going backwards from
     // end for pt1
@@ -50,10 +50,10 @@ bool build_edge_list(mapbox::geometry::linear_ring<T> const& path_geometry, edge
         pt1 = *itr_rev;
     }
     ++itr;
-    mapbox::geometry::point<T> pt3 = *itr;
+    mapbox::geometry::point<T2> pt3 = *itr;
     auto itr_last = itr_rev.base();
-    mapbox::geometry::point<T> front_pt;
-    mapbox::geometry::point<T> back_pt;
+    mapbox::geometry::point<T2> front_pt;
+    mapbox::geometry::point<T2> back_pt;
     while (true) {
         if (pt3 == pt2) {
             // Duplicate point advance itr, but do not
@@ -84,10 +84,12 @@ bool build_edge_list(mapbox::geometry::linear_ring<T> const& path_geometry, edge
                 edges.pop_back(); // remove previous edge (pt1)
             }
             if (!edges.empty()) {
-                if (back_pt == edges.back().top) {
-                    pt1 = edges.back().bot;
+                auto const& back_top = edges.back().top;
+                if (static_cast<T1>(back_pt.x) == back_top.x && static_cast<T1>(back_pt.y) == back_top.y) {
+                    auto const& back_bot = edges.back().bot;
+                    pt1 = mapbox::geometry::point<T2>(static_cast<T2>(back_bot.x), static_cast<T2>(back_bot.y));
                 } else {
-                    pt1 = edges.back().top;
+                    pt1 = mapbox::geometry::point<T2>(static_cast<T2>(back_top.x), static_cast<T2>(back_top.y));
                 }
                 back_pt = pt1;
             } else {
@@ -176,6 +178,6 @@ bool build_edge_list(mapbox::geometry::linear_ring<T> const& path_geometry, edge
 
     return true;
 }
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/build_local_minima_list.hpp

@@ -9,31 +9,18 @@ namespace mapbox {
 namespace geometry {
 namespace wagyu {
 
-template <typename T>
-bool add_line_string(mapbox::geometry::line_string<T> const& path_geometry,
-                     local_minimum_list<T>& minima_list) {
-    bool is_flat = true;
-    edge_list<T> new_edges;
-    new_edges.reserve(path_geometry.size());
-    if (!build_edge_list(path_geometry, new_edges, is_flat) || new_edges.empty()) {
-        return false;
-    }
-    add_line_to_local_minima_list(new_edges, minima_list, polygon_type_subject);
-    return true;
-}
-
-template <typename T>
-bool add_linear_ring(mapbox::geometry::linear_ring<T> const& path_geometry,
-                     local_minimum_list<T>& minima_list,
+template <typename T1, typename T2>
+bool add_linear_ring(mapbox::geometry::linear_ring<T2> const& path_geometry,
+                     local_minimum_list<T1>& minima_list,
                      polygon_type p_type) {
-    edge_list<T> new_edges;
+    edge_list<T1> new_edges;
     new_edges.reserve(path_geometry.size());
-    if (!build_edge_list(path_geometry, new_edges) || new_edges.empty()) {
+    if (!build_edge_list<T1, T2>(path_geometry, new_edges) || new_edges.empty()) {
         return false;
     }
     add_ring_to_local_minima_list(new_edges, minima_list, p_type);
     return true;
 }
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/build_result.hpp

@@ -3,24 +3,26 @@
 #include <mapbox/geometry/wagyu/ring.hpp>
 #include <mapbox/geometry/wagyu/ring_util.hpp>
 
+#include <mapbox/geometry/multi_polygon.hpp>
+
 namespace mapbox {
 namespace geometry {
 namespace wagyu {
 
-template <typename T>
-void push_ring_to_polygon(mapbox::geometry::polygon<T>& poly, ring_ptr<T>& r, bool reverse_output) {
-    mapbox::geometry::linear_ring<T> lr;
-    lr.reserve(r->size + 1);
+template <typename T1, typename T2>
+void push_ring_to_polygon(mapbox::geometry::polygon<T2>& poly, ring_ptr<T1> r, bool reverse_output) {
+    mapbox::geometry::linear_ring<T2> lr;
+    lr.reserve(r->size() + 1);
     auto firstPt = r->points;
     auto ptIt = r->points;
     if (reverse_output) {
         do {
-            lr.emplace_back(ptIt->x, ptIt->y);
+            lr.emplace_back(static_cast<T2>(ptIt->x), static_cast<T2>(ptIt->y));
             ptIt = ptIt->next;
         } while (ptIt != firstPt);
     } else {
         do {
-            lr.emplace_back(ptIt->x, ptIt->y);
+            lr.emplace_back(static_cast<T2>(ptIt->x), static_cast<T2>(ptIt->y));
             ptIt = ptIt->prev;
         } while (ptIt != firstPt);
     }
@@ -28,28 +30,28 @@ void push_ring_to_polygon(mapbox::geometry::polygon<T>& poly, ring_ptr<T>& r, bo
     poly.push_back(lr);
 }
 
-template <typename T>
-void build_result_polygons(std::vector<mapbox::geometry::polygon<T>>& solution,
-                           ring_list<T>& rings,
+template <typename T1, typename T2>
+void build_result_polygons(mapbox::geometry::multi_polygon<T2>& solution,
+                           ring_vector<T1> const& rings,
                            bool reverse_output) {
-
-    for (auto& r : rings) {
-        assert(r->points);
-        std::size_t cnt = point_count(r->points);
-        if (cnt < 3) {
+    for (auto r : rings) {
+        if (r == nullptr) {
             continue;
         }
+        assert(r->points);
         solution.emplace_back();
         push_ring_to_polygon(solution.back(), r, reverse_output);
-        for (auto& c : r->children) {
-            assert(c->points);
-            cnt = point_count(c->points);
-            if (cnt < 3) {
+        for (auto c : r->children) {
+            if (c == nullptr) {
                 continue;
             }
+            assert(c->points);
             push_ring_to_polygon(solution.back(), c, reverse_output);
         }
-        for (auto& c : r->children) {
+        for (auto c : r->children) {
+            if (c == nullptr) {
+                continue;
+            }
             if (!c->children.empty()) {
                 build_result_polygons(solution, c->children, reverse_output);
             }
@@ -57,12 +59,10 @@ void build_result_polygons(std::vector<mapbox::geometry::polygon<T>>& solution,
     }
 }
 
-template <typename T>
-void build_result(std::vector<mapbox::geometry::polygon<T>>& solution,
-                  ring_manager<T>& rings,
-                  bool reverse_output) {
+template <typename T1, typename T2>
+void build_result(mapbox::geometry::multi_polygon<T2>& solution, ring_manager<T1> const& rings, bool reverse_output) {
     build_result_polygons(solution, rings.children, reverse_output);
 }
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/config.hpp

@@ -5,25 +5,22 @@
 #include <list>
 #include <stdexcept>
 
+// GCC 4.8 missing range std::vector::insert (c++11)
+#ifdef __GNUC__
+#if __GNUC__ == 4 && __GNUC_MINOR__ == 8
+#define GCC_MISSING_VECTOR_RANGE_INSERT
+#endif
+#endif
+
 namespace mapbox {
 namespace geometry {
 namespace wagyu {
 
-enum clip_type : std::uint8_t {
-    clip_type_intersection = 0,
-    clip_type_union,
-    clip_type_difference,
-    clip_type_x_or
-};
+enum clip_type : std::uint8_t { clip_type_intersection = 0, clip_type_union, clip_type_difference, clip_type_x_or };
 
 enum polygon_type : std::uint8_t { polygon_type_subject = 0, polygon_type_clip };
 
-enum fill_type : std::uint8_t {
-    fill_type_even_odd = 0,
-    fill_type_non_zero,
-    fill_type_positive,
-    fill_type_negative
-};
+enum fill_type : std::uint8_t { fill_type_even_odd = 0, fill_type_non_zero, fill_type_positive, fill_type_negative };
 
 static double const def_arc_tolerance = 0.25;
 
@@ -48,6 +45,6 @@ enum end_type {
 
 template <typename T>
 using maxima_list = std::list<T>;
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/edge.hpp

@@ -38,13 +38,15 @@ struct edge {
         return *this;
     }
 
-    edge(mapbox::geometry::point<T> const& current,
-         mapbox::geometry::point<T> const& next_pt) noexcept
-        : bot(current), top(current), dx(0.0) {
+    template <typename T2>
+    edge(mapbox::geometry::point<T2> const& current, mapbox::geometry::point<T2> const& next_pt) noexcept
+        : bot(static_cast<T>(current.x), static_cast<T>(current.y)),
+          top(static_cast<T>(current.x), static_cast<T>(current.y)),
+          dx(0.0) {
         if (current.y >= next_pt.y) {
-            top = next_pt;
+            top = mapbox::geometry::point<T>(static_cast<T>(next_pt.x), static_cast<T>(next_pt.y));
         } else {
-            bot = next_pt;
+            bot = mapbox::geometry::point<T>(static_cast<T>(next_pt.x), static_cast<T>(next_pt.y));
         }
         double dy = static_cast<double>(top.y - bot.y);
         if (value_is_zero(dy)) {
@@ -66,8 +68,8 @@ using edge_list_itr = typename edge_list<T>::iterator;
 
 template <typename T>
 bool slopes_equal(edge<T> const& e1, edge<T> const& e2) {
-    return (e1.top.y - e1.bot.y) * (e2.top.x - e2.bot.x) ==
-           (e1.top.x - e1.bot.x) * (e2.top.y - e2.bot.y);
+    return static_cast<std::int64_t>(e1.top.y - e1.bot.y) * static_cast<std::int64_t>(e2.top.x - e2.bot.x) ==
+           static_cast<std::int64_t>(e1.top.x - e1.bot.x) * static_cast<std::int64_t>(e2.top.y - e2.bot.y);
 }
 
 template <typename T>
@@ -80,16 +82,14 @@ inline double get_current_x(edge<T> const& edge, const T current_y) {
     if (current_y == edge.top.y) {
         return static_cast<double>(edge.top.x);
     } else {
-        return static_cast<double>(edge.bot.x) +
-               edge.dx * static_cast<double>(current_y - edge.bot.y);
+        return static_cast<double>(edge.bot.x) + edge.dx * static_cast<double>(current_y - edge.bot.y);
     }
 }
 
 #ifdef DEBUG
 
 template <class charT, class traits, typename T>
-inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out,
-                                                     const edge<T>& e) {
+inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out, const edge<T>& e) {
     out << "    Edge: " << std::endl;
     out << "        bot x: " << e.bot.x << " y: " << e.bot.y << std::endl;
     out << "        top x: " << e.top.x << " y: " << e.top.y << std::endl;
@@ -115,6 +115,6 @@ inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, t
 }
 
 #endif
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/exceptions.hpp

@@ -1,23 +0,0 @@
-#pragma once
-
-#include <stdexcept>
-
-namespace mapbox {
-namespace geometry {
-namespace wagyu {
-class clipper_exception : public std::exception {
-private:
-    std::string m_descr;
-
-public:
-    clipper_exception(const char* description) : m_descr(description) {
-    }
-    virtual ~clipper_exception() noexcept {
-    }
-    virtual const char* what() const noexcept {
-        return m_descr.c_str();
-    }
-};
-}
-}
-}

mapbox/geometry/wagyu/interrupt.hpp

@@ -0,0 +1,50 @@
+#pragma once
+
+/**
+ * To enable this by the program, define USE_WAGYU_INTERRUPT before including wagyu.hpp
+ * To request an interruption, call `interrupt_request()`. As soon as Wagyu detects the request
+ * it will raise an exception (`std::runtime_error`).
+ */
+
+#ifdef USE_WAGYU_INTERRUPT
+
+namespace {
+thread_local bool WAGYU_INTERRUPT_REQUESTED = false;
+}
+
+namespace mapbox {
+namespace geometry {
+namespace wagyu {
+
+static void interrupt_reset(void) {
+    WAGYU_INTERRUPT_REQUESTED = false;
+}
+
+static void interrupt_request(void) {
+    WAGYU_INTERRUPT_REQUESTED = true;
+}
+
+static void interrupt_check(void) {
+    if (WAGYU_INTERRUPT_REQUESTED) {
+        interrupt_reset();
+        throw std::runtime_error("Wagyu interrupted");
+    }
+}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox
+
+#else /* ! USE_WAGYU_INTERRUPT */
+
+namespace mapbox {
+namespace geometry {
+namespace wagyu {
+
+static void interrupt_check(void) {
+}
+
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox
+
+#endif /* USE_WAGYU_INTERRUPT */

mapbox/geometry/wagyu/intersect.hpp

@@ -17,24 +17,22 @@ namespace wagyu {
 template <typename T>
 struct intersect_node {
 
-    active_bound_list_itr<T> bound1;
-    active_bound_list_itr<T> bound2;
+    bound_ptr<T> bound1;
+    bound_ptr<T> bound2;
     mapbox::geometry::point<double> pt;
 
-    intersect_node(intersect_node<T>&& n)
+    intersect_node(intersect_node<T>&& n) noexcept
         : bound1(std::move(n.bound1)), bound2(std::move(n.bound2)), pt(std::move(n.pt)) {
     }
 
-    intersect_node& operator=(intersect_node<T>&& n) {
+    intersect_node& operator=(intersect_node<T>&& n) noexcept {
         bound1 = std::move(n.bound1);
         bound2 = std::move(n.bound2);
         pt = std::move(n.pt);
         return *this;
     }
 
-    intersect_node(active_bound_list_itr<T> const& bound1_,
-                   active_bound_list_itr<T> const& bound2_,
-                   mapbox::geometry::point<double> const& pt_)
+    intersect_node(bound_ptr<T> const& bound1_, bound_ptr<T> const& bound2_, mapbox::geometry::point<double> const& pt_)
         : bound1(bound1_), bound2(bound2_), pt(pt_) {
     }
 };
@@ -49,9 +47,9 @@ inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, t
                                                      const intersect_node<T>& e) {
     out << " point x: " << e.pt.x << " y: " << e.pt.y << std::endl;
     out << " bound 1: " << std::endl;
-    out << *(*e.bound1) << std::endl;
+    out << *e.bound1 << std::endl;
     out << " bound 2: " << std::endl;
-    out << *(*e.bound2) << std::endl;
+    out << *e.bound2 << std::endl;
     return out;
 }
 
@@ -67,6 +65,6 @@ inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, t
 }
 
 #endif
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/intersect_util.hpp

@@ -2,11 +2,14 @@
 
 #include <mapbox/geometry/wagyu/active_bound_list.hpp>
 #include <mapbox/geometry/wagyu/bound.hpp>
+#include <mapbox/geometry/wagyu/bubble_sort.hpp>
 #include <mapbox/geometry/wagyu/config.hpp>
 #include <mapbox/geometry/wagyu/intersect.hpp>
 #include <mapbox/geometry/wagyu/ring_util.hpp>
 #include <mapbox/geometry/wagyu/util.hpp>
 
+#include <algorithm>
+
 namespace mapbox {
 namespace geometry {
 namespace wagyu {
@@ -17,8 +20,8 @@ struct intersect_list_sorter {
         if (!values_are_equal(node2.pt.y, node1.pt.y)) {
             return node2.pt.y < node1.pt.y;
         } else {
-            return ((*node2.bound1)->winding_count2 + (*node2.bound2)->winding_count2) >
-                   ((*node1.bound1)->winding_count2 + (*node1.bound2)->winding_count2);
+            return (node2.bound1->winding_count2 + node2.bound2->winding_count2) >
+                   (node1.bound1->winding_count2 + node1.bound2->winding_count2);
         }
     }
 };
@@ -43,9 +46,7 @@ inline void swap_sides(bound<T>& b1, bound<T>& b2) {
 }
 
 template <typename T1, typename T2>
-bool get_edge_intersection(edge<T1> const& e1,
-                           edge<T1> const& e2,
-                           mapbox::geometry::point<T2>& pt) {
+bool get_edge_intersection(edge<T1> const& e1, edge<T1> const& e2, mapbox::geometry::point<T2>& pt) {
     T2 p0_x = static_cast<T2>(e1.bot.x);
     T2 p0_y = static_cast<T2>(e1.bot.y);
     T2 p1_x = static_cast<T2>(e1.top.x);
@@ -60,9 +61,8 @@ bool get_edge_intersection(edge<T1> const& e1,
     s2_x = p3_x - p2_x;
     s2_y = p3_y - p2_y;
 
-    T2 s, t;
-    s = (-s1_y * (p0_x - p2_x) + s1_x * (p0_y - p2_y)) / (-s2_x * s1_y + s1_x * s2_y);
-    t = (s2_x * (p0_y - p2_y) - s2_y * (p0_x - p2_x)) / (-s2_x * s1_y + s1_x * s2_y);
+    T2 s = (-s1_y * (p0_x - p2_x) + s1_x * (p0_y - p2_y)) / (-s2_x * s1_y + s1_x * s2_y);
+    T2 t = (s2_x * (p0_y - p2_y) - s2_y * (p0_x - p2_x)) / (-s2_x * s1_y + s1_x * s2_y);
 
     if (s >= 0.0 && s <= 1.0 && t >= 0.0 && t <= 1.0) {
         pt.x = p0_x + (t * s1_x);
@@ -75,89 +75,88 @@ bool get_edge_intersection(edge<T1> const& e1,
 }
 
 template <typename T>
-void build_intersect_list(active_bound_list<T>& active_bounds, intersect_list<T>& intersects) {
-    // bubblesort ...
-    bool isModified = false;
-    do {
-        isModified = false;
-        auto bnd = active_bounds.begin();
-        auto bnd_next = std::next(bnd);
-        while (bnd_next != active_bounds.end()) {
-            if ((*bnd)->current_x > (*bnd_next)->current_x &&
-                !slopes_equal(*((*bnd)->current_edge), *((*bnd_next)->current_edge))) {
-                mapbox::geometry::point<double> pt;
-                if (!get_edge_intersection<T, double>(*((*bnd)->current_edge),
-                                                      *((*bnd_next)->current_edge), pt)) {
-                    // LCOV_EXCL_START
-                    throw std::runtime_error(
-                        "Trying to find intersection of lines that do not intersect");
-                    // LCOV_EXCL_END
-                }
-                intersects.emplace_back(bnd, bnd_next, pt);
-                swap_positions_in_ABL(bnd, bnd_next, active_bounds);
-                bnd_next = std::next(bnd);
-                isModified = true;
-            } else {
-                bnd = bnd_next;
-                ++bnd_next;
-            }
+struct intersection_compare {
+    bool operator()(bound_ptr<T> const& b1, bound_ptr<T> const& b2) {
+        return !(b1->current_x > b2->current_x && !slopes_equal(*(b1->current_edge), *(b2->current_edge)));
+    }
+};
+
+template <typename T>
+struct on_intersection_swap {
+
+    intersect_list<T>& intersects;
+
+    on_intersection_swap(intersect_list<T>& i) : intersects(i) {
+    }
+
+    void operator()(bound_ptr<T> const& b1, bound_ptr<T> const& b2) {
+        mapbox::geometry::point<double> pt;
+        if (!get_edge_intersection<T, double>(*(b1->current_edge), *(b2->current_edge), pt)) {
+            // LCOV_EXCL_START
+            throw std::runtime_error("Trying to find intersection of lines that do not intersect");
+            // LCOV_EXCL_END
         }
-    } while (isModified);
+        intersects.emplace_back(b1, b2, pt);
+    }
+};
+
+template <typename T>
+void build_intersect_list(active_bound_list<T>& active_bounds, intersect_list<T>& intersects) {
+    bubble_sort(active_bounds.begin(), active_bounds.end(), intersection_compare<T>(),
+                on_intersection_swap<T>(intersects));
 }
 
 template <typename T>
-void intersect_bounds(active_bound_list_itr<T>& b1,
-                      active_bound_list_itr<T>& b2,
+void intersect_bounds(bound<T>& b1,
+                      bound<T>& b2,
                       mapbox::geometry::point<T> const& pt,
                       clip_type cliptype,
                       fill_type subject_fill_type,
                       fill_type clip_fill_type,
                       ring_manager<T>& rings,
                       active_bound_list<T>& active_bounds) {
-    bool b1Contributing = ((*b1)->ring != nullptr);
-    bool b2Contributing = ((*b2)->ring != nullptr);
+    bool b1Contributing = (b1.ring != nullptr);
+    bool b2Contributing = (b2.ring != nullptr);
 
     // update winding counts...
     // assumes that b1 will be to the Right of b2 ABOVE the intersection
-    if ((*b1)->poly_type == (*b2)->poly_type) {
-        if (is_even_odd_fill_type(*(*b1), subject_fill_type, clip_fill_type)) {
-            std::int32_t oldE1winding_count = (*b1)->winding_count;
-            (*b1)->winding_count = (*b2)->winding_count;
-            (*b2)->winding_count = oldE1winding_count;
+    if (b1.poly_type == b2.poly_type) {
+        if (is_even_odd_fill_type(b1, subject_fill_type, clip_fill_type)) {
+            std::swap(b1.winding_count, b2.winding_count);
         } else {
-            if ((*b1)->winding_count + (*b2)->winding_delta == 0) {
-                (*b1)->winding_count = -(*b1)->winding_count;
+            if (b1.winding_count + b2.winding_delta == 0) {
+                b1.winding_count = -b1.winding_count;
             } else {
-                (*b1)->winding_count += (*b2)->winding_delta;
+                b1.winding_count += b2.winding_delta;
             }
-            if ((*b2)->winding_count - (*b1)->winding_delta == 0) {
-                (*b2)->winding_count = -(*b2)->winding_count;
+            if (b2.winding_count - b1.winding_delta == 0) {
+                b2.winding_count = -b2.winding_count;
             } else {
-                (*b2)->winding_count -= (*b1)->winding_delta;
+                b2.winding_count -= b1.winding_delta;
             }
         }
     } else {
-        if (!is_even_odd_fill_type(*(*b2), subject_fill_type, clip_fill_type)) {
-            (*b1)->winding_count2 += (*b2)->winding_delta;
+        if (!is_even_odd_fill_type(b2, subject_fill_type, clip_fill_type)) {
+            b1.winding_count2 += b2.winding_delta;
         } else {
-            (*b1)->winding_count2 = ((*b1)->winding_count2 == 0) ? 1 : 0;
+            b1.winding_count2 = (b1.winding_count2 == 0) ? 1 : 0;
         }
-        if (!is_even_odd_fill_type(*(*b1), subject_fill_type, clip_fill_type)) {
-            (*b2)->winding_count2 -= (*b1)->winding_delta;
+        if (!is_even_odd_fill_type(b1, subject_fill_type, clip_fill_type)) {
+            b2.winding_count2 -= b1.winding_delta;
         } else {
-            (*b2)->winding_count2 = ((*b2)->winding_count2 == 0) ? 1 : 0;
+            b2.winding_count2 = (b2.winding_count2 == 0) ? 1 : 0;
         }
     }
 
     fill_type b1FillType, b2FillType, b1FillType2, b2FillType2;
-    if ((*b1)->poly_type == polygon_type_subject) {
+    if (b1.poly_type == polygon_type_subject) {
         b1FillType = subject_fill_type;
         b1FillType2 = clip_fill_type;
     } else {
         b1FillType = clip_fill_type;
         b1FillType2 = subject_fill_type;
     }
-    if ((*b2)->poly_type == polygon_type_subject) {
+    if (b2.poly_type == polygon_type_subject) {
         b2FillType = subject_fill_type;
         b2FillType2 = clip_fill_type;
     } else {
@@ -168,51 +167,51 @@ void intersect_bounds(active_bound_list_itr<T>& b1,
     std::int32_t b1Wc, b2Wc;
     switch (b1FillType) {
     case fill_type_positive:
-        b1Wc = (*b1)->winding_count;
+        b1Wc = b1.winding_count;
         break;
     case fill_type_negative:
-        b1Wc = -(*b1)->winding_count;
+        b1Wc = -b1.winding_count;
         break;
     case fill_type_even_odd:
     case fill_type_non_zero:
     default:
-        b1Wc = std::abs(static_cast<int>((*b1)->winding_count));
+        b1Wc = std::abs(static_cast<int>(b1.winding_count));
     }
     switch (b2FillType) {
     case fill_type_positive:
-        b2Wc = (*b2)->winding_count;
+        b2Wc = b2.winding_count;
         break;
     case fill_type_negative:
-        b2Wc = -(*b2)->winding_count;
+        b2Wc = -b2.winding_count;
         break;
     case fill_type_even_odd:
     case fill_type_non_zero:
     default:
-        b2Wc = std::abs(static_cast<int>((*b2)->winding_count));
+        b2Wc = std::abs(static_cast<int>(b2.winding_count));
     }
     if (b1Contributing && b2Contributing) {
         if ((b1Wc != 0 && b1Wc != 1) || (b2Wc != 0 && b2Wc != 1) ||
-            ((*b1)->poly_type != (*b2)->poly_type && cliptype != clip_type_x_or)) {
+            (b1.poly_type != b2.poly_type && cliptype != clip_type_x_or)) {
             add_local_maximum_point(b1, b2, pt, rings, active_bounds);
         } else {
             add_point(b1, active_bounds, pt, rings);
             add_point(b2, active_bounds, pt, rings);
-            swap_sides(*(*b1), *(*b2));
-            swap_rings(*(*b1), *(*b2));
+            swap_sides(b1, b2);
+            swap_rings(b1, b2);
         }
     } else if (b1Contributing) {
         if (b2Wc == 0 || b2Wc == 1) {
             add_point(b1, active_bounds, pt, rings);
-            (*b2)->last_point = pt;
-            swap_sides(*(*b1), *(*b2));
-            swap_rings(*(*b1), *(*b2));
+            b2.last_point = pt;
+            swap_sides(b1, b2);
+            swap_rings(b1, b2);
         }
     } else if (b2Contributing) {
         if (b1Wc == 0 || b1Wc == 1) {
-            (*b1)->last_point = pt;
+            b1.last_point = pt;
             add_point(b2, active_bounds, pt, rings);
-            swap_sides(*(*b1), *(*b2));
-            swap_rings(*(*b1), *(*b2));
+            swap_sides(b1, b2);
+            swap_rings(b1, b2);
         }
     } else if ((b1Wc == 0 || b1Wc == 1) && (b2Wc == 0 || b2Wc == 1)) {
         // neither bound is currently contributing ...
@@ -220,30 +219,30 @@ void intersect_bounds(active_bound_list_itr<T>& b1,
         std::int32_t b1Wc2, b2Wc2;
         switch (b1FillType2) {
         case fill_type_positive:
-            b1Wc2 = (*b1)->winding_count2;
+            b1Wc2 = b1.winding_count2;
             break;
         case fill_type_negative:
-            b1Wc2 = -(*b1)->winding_count2;
+            b1Wc2 = -b1.winding_count2;
             break;
         case fill_type_even_odd:
         case fill_type_non_zero:
         default:
-            b1Wc2 = std::abs(static_cast<int>((*b1)->winding_count2));
+            b1Wc2 = std::abs(static_cast<int>(b1.winding_count2));
         }
         switch (b2FillType2) {
         case fill_type_positive:
-            b2Wc2 = (*b2)->winding_count2;
+            b2Wc2 = b2.winding_count2;
             break;
         case fill_type_negative:
-            b2Wc2 = -(*b2)->winding_count2;
+            b2Wc2 = -b2.winding_count2;
             break;
         case fill_type_even_odd:
         case fill_type_non_zero:
         default:
-            b2Wc2 = std::abs(static_cast<int>((*b2)->winding_count2));
+            b2Wc2 = std::abs(static_cast<int>(b2.winding_count2));
         }
 
-        if ((*b1)->poly_type != (*b2)->poly_type) {
+        if (b1.poly_type != b2.poly_type) {
             add_local_minimum_point(b1, b2, active_bounds, pt, rings);
         } else if (b1Wc == 1 && b2Wc == 1) {
             switch (cliptype) {
@@ -259,8 +258,8 @@ void intersect_bounds(active_bound_list_itr<T>& b1,
                 }
                 break;
             case clip_type_difference:
-                if ((((*b1)->poly_type == polygon_type_clip) && (b1Wc2 > 0) && (b2Wc2 > 0)) ||
-                    (((*b1)->poly_type == polygon_type_subject) && (b1Wc2 <= 0) && (b2Wc2 <= 0))) {
+                if (((b1.poly_type == polygon_type_clip) && (b1Wc2 > 0) && (b2Wc2 > 0)) ||
+                    ((b1.poly_type == polygon_type_subject) && (b1Wc2 <= 0) && (b2Wc2 <= 0))) {
                     add_local_minimum_point(b1, b2, active_bounds, pt, rings);
                 }
                 break;
@@ -268,16 +267,29 @@ void intersect_bounds(active_bound_list_itr<T>& b1,
                 add_local_minimum_point(b1, b2, active_bounds, pt, rings);
             }
         } else {
-            swap_sides(*(*b1), *(*b2));
+            swap_sides(b1, b2);
         }
     }
 }
 
 template <typename T>
-bool bounds_adjacent(intersect_node<T> const& inode) {
-    return (std::next(inode.bound1) == inode.bound2) || (std::next(inode.bound2) == inode.bound1);
+bool bounds_adjacent(intersect_node<T> const& inode, bound_ptr<T> next) {
+    return (next == inode.bound2) || (next == inode.bound1);
 }
 
+template <typename T>
+struct find_first_bound {
+    bound_ptr<T> b1;
+    bound_ptr<T> b2;
+
+    find_first_bound(intersect_node<T> const& inode) : b1(inode.bound1), b2(inode.bound2) {
+    }
+
+    bool operator()(bound_ptr<T> const& b) {
+        return b == b1 || b == b2;
+    }
+};
+
 template <typename T>
 void process_intersect_list(intersect_list<T>& intersects,
                             clip_type cliptype,
@@ -286,9 +298,18 @@ void process_intersect_list(intersect_list<T>& intersects,
                             ring_manager<T>& rings,
                             active_bound_list<T>& active_bounds) {
     for (auto node_itr = intersects.begin(); node_itr != intersects.end(); ++node_itr) {
-        if (!bounds_adjacent(*node_itr)) {
+        auto b1 = std::find_if(active_bounds.begin(), active_bounds.end(), find_first_bound<T>(*node_itr));
+        auto b2 = std::next(b1);
+        if (!bounds_adjacent(*node_itr, *b2)) {
             auto next_itr = std::next(node_itr);
-            while (next_itr != intersects.end() && !bounds_adjacent(*next_itr)) {
+            while (next_itr != intersects.end()) {
+                auto n1 = std::find_if(active_bounds.begin(), active_bounds.end(), find_first_bound<T>(*next_itr));
+                auto n2 = std::next(n1);
+                if (bounds_adjacent(*next_itr, *n2)) {
+                    b1 = n1;
+                    b2 = n2;
+                    break;
+                }
                 ++next_itr;
             }
             if (next_itr == intersects.end()) {
@@ -297,9 +318,9 @@ void process_intersect_list(intersect_list<T>& intersects,
             std::iter_swap(node_itr, next_itr);
         }
         mapbox::geometry::point<T> pt = round_point<T>(node_itr->pt);
-        intersect_bounds(node_itr->bound1, node_itr->bound2, pt, cliptype, subject_fill_type,
-                         clip_fill_type, rings, active_bounds);
-        swap_positions_in_ABL(node_itr->bound1, node_itr->bound2, active_bounds);
+        intersect_bounds(*(node_itr->bound1), *(node_itr->bound2), pt, cliptype, subject_fill_type, clip_fill_type,
+                         rings, active_bounds);
+        std::iter_swap(b1, b2);
     }
 }
 
@@ -331,15 +352,14 @@ void process_intersections(T top_y,
     }
 
     // Restore order of active bounds list
-    active_bounds.sort(
-        [](bound_ptr<T> const& b1, bound_ptr<T> const& b2) { return b1->pos < b2->pos; });
+    std::stable_sort(active_bounds.begin(), active_bounds.end(),
+                     [](bound_ptr<T> const& b1, bound_ptr<T> const& b2) { return b1->pos < b2->pos; });
 
     // Sort the intersection list
     std::stable_sort(intersects.begin(), intersects.end(), intersect_list_sorter<T>());
 
-    process_intersect_list(intersects, cliptype, subject_fill_type, clip_fill_type, rings,
-                           active_bounds);
-}
-}
-}
+    process_intersect_list(intersects, cliptype, subject_fill_type, clip_fill_type, rings, active_bounds);
 }
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/local_minimum.hpp

@@ -45,8 +45,7 @@ using local_minimum_ptr_list_itr = typename local_minimum_ptr_list<T>::iterator;
 
 template <typename T>
 struct local_minimum_sorter {
-    inline bool operator()(local_minimum_ptr<T> const& locMin1,
-                           local_minimum_ptr<T> const& locMin2) {
+    inline bool operator()(local_minimum_ptr<T> const& locMin1, local_minimum_ptr<T> const& locMin2) {
         if (locMin2->y == locMin1->y) {
             return locMin2->minimum_has_horizontal != locMin1->minimum_has_horizontal &&
                    locMin1->minimum_has_horizontal;
@@ -113,6 +112,6 @@ std::string output_all_edges(local_minimum_ptr_list<T> const& lms) {
 }
 
 #endif
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/local_minimum_util.hpp

@@ -1,8 +1,11 @@
 #pragma once
 
 #include <mapbox/geometry/wagyu/edge.hpp>
+#include <mapbox/geometry/wagyu/interrupt.hpp>
 #include <mapbox/geometry/wagyu/local_minimum.hpp>
 
+#include <algorithm>
+
 #ifdef DEBUG
 #include <stdexcept>
 #endif
@@ -40,12 +43,10 @@ void start_list_on_local_maximum(edge_list<T>& edges) {
             break;
         }
         if (!edge_is_horizontal && prev_edge_is_horizontal) {
-            if (y_decreasing_before_last_horizontal &&
-                (edge->top == prev_edge->bot || edge->top == prev_edge->top)) {
+            if (y_decreasing_before_last_horizontal && (edge->top == prev_edge->bot || edge->top == prev_edge->top)) {
                 break;
             }
-        } else if (!y_decreasing_before_last_horizontal && !prev_edge_is_horizontal &&
-                   edge_is_horizontal &&
+        } else if (!y_decreasing_before_last_horizontal && !prev_edge_is_horizontal && edge_is_horizontal &&
                    (prev_edge->top == edge->top || prev_edge->top == edge->bot)) {
             y_decreasing_before_last_horizontal = true;
         }
@@ -82,12 +83,10 @@ bound<T> create_bound_towards_minimum(edge_list<T>& edges) {
             break;
         }
         if (!next_edge_is_horizontal && edge_is_horizontal) {
-            if (y_increasing_before_last_horizontal &&
-                (next_edge->bot == edge->bot || next_edge->bot == edge->top)) {
+            if (y_increasing_before_last_horizontal && (next_edge->bot == edge->bot || next_edge->bot == edge->top)) {
                 break;
             }
-        } else if (!y_increasing_before_last_horizontal && !edge_is_horizontal &&
-                   next_edge_is_horizontal &&
+        } else if (!y_increasing_before_last_horizontal && !edge_is_horizontal && next_edge_is_horizontal &&
                    (edge->bot == next_edge->top || edge->bot == next_edge->bot)) {
             y_increasing_before_last_horizontal = true;
         }
@@ -102,7 +101,7 @@ bound<T> create_bound_towards_minimum(edge_list<T>& edges) {
     if (next_edge == edges.end()) {
         std::swap(edges, bnd.edges);
     } else {
-        bnd.edges.reserve(std::distance(edges.begin(), next_edge));
+        bnd.edges.reserve(static_cast<std::size_t>(std::distance(edges.begin(), next_edge)));
         std::move(edges.begin(), next_edge, std::back_inserter(bnd.edges));
         edges.erase(edges.begin(), next_edge);
     }
@@ -130,12 +129,10 @@ bound<T> create_bound_towards_maximum(edge_list<T>& edges) {
             break;
         }
         if (!next_edge_is_horizontal && edge_is_horizontal) {
-            if (y_decreasing_before_last_horizontal &&
-                (next_edge->top == edge->bot || next_edge->top == edge->top)) {
+            if (y_decreasing_before_last_horizontal && (next_edge->top == edge->bot || next_edge->top == edge->top)) {
                 break;
             }
-        } else if (!y_decreasing_before_last_horizontal && !edge_is_horizontal &&
-                   next_edge_is_horizontal &&
+        } else if (!y_decreasing_before_last_horizontal && !edge_is_horizontal && next_edge_is_horizontal &&
                    (edge->top == next_edge->top || edge->top == next_edge->bot)) {
             y_decreasing_before_last_horizontal = true;
         }
@@ -147,7 +144,7 @@ bound<T> create_bound_towards_maximum(edge_list<T>& edges) {
     if (next_edge == edges.end()) {
         std::swap(bnd.edges, edges);
     } else {
-        bnd.edges.reserve(std::distance(edges.begin(), next_edge));
+        bnd.edges.reserve(static_cast<std::size_t>(std::distance(edges.begin(), next_edge)));
         std::move(edges.begin(), next_edge, std::back_inserter(bnd.edges));
         edges.erase(edges.begin(), next_edge);
     }
@@ -194,14 +191,11 @@ void move_horizontals_on_left_to_right(bound<T>& left_bound, bound<T>& right_bou
     auto dist = std::distance(left_bound.edges.begin(), edge_itr);
     std::move(left_bound.edges.begin(), edge_itr, std::back_inserter(right_bound.edges));
     left_bound.edges.erase(left_bound.edges.begin(), edge_itr);
-    std::rotate(right_bound.edges.begin(), std::prev(right_bound.edges.end(), dist),
-                right_bound.edges.end());
+    std::rotate(right_bound.edges.begin(), std::prev(right_bound.edges.end(), dist), right_bound.edges.end());
 }
 
 template <typename T>
-void add_ring_to_local_minima_list(edge_list<T>& edges,
-                                   local_minimum_list<T>& minima_list,
-                                   polygon_type poly_type) {
+void add_ring_to_local_minima_list(edge_list<T>& edges, local_minimum_list<T>& minima_list, polygon_type poly_type) {
 
     if (edges.empty()) {
         return;
@@ -213,6 +207,7 @@ void add_ring_to_local_minima_list(edge_list<T>& edges,
     bound_ptr<T> first_minimum = nullptr;
     bound_ptr<T> last_maximum = nullptr;
     while (!edges.empty()) {
+        interrupt_check(); // Check for interruptions
         bool lm_minimum_has_horizontal = false;
         auto to_minimum = create_bound_towards_minimum(edges);
         if (edges.empty()) {
@@ -224,22 +219,20 @@ void add_ring_to_local_minima_list(edge_list<T>& edges,
         auto to_max_first_non_horizontal = to_maximum.edges.begin();
         auto to_min_first_non_horizontal = to_minimum.edges.begin();
         bool minimum_is_left = true;
-        while (to_max_first_non_horizontal != to_maximum.edges.end() &&
-               is_horizontal(*to_max_first_non_horizontal)) {
+        while (to_max_first_non_horizontal != to_maximum.edges.end() && is_horizontal(*to_max_first_non_horizontal)) {
             lm_minimum_has_horizontal = true;
             ++to_max_first_non_horizontal;
         }
-        while (to_min_first_non_horizontal != to_minimum.edges.end() &&
-               is_horizontal(*to_min_first_non_horizontal)) {
+        while (to_min_first_non_horizontal != to_minimum.edges.end() && is_horizontal(*to_min_first_non_horizontal)) {
             lm_minimum_has_horizontal = true;
             ++to_min_first_non_horizontal;
         }
-#ifdef DEBUG
+
         if (to_max_first_non_horizontal == to_maximum.edges.end() ||
             to_min_first_non_horizontal == to_minimum.edges.end()) {
             throw std::runtime_error("should not have a horizontal only bound for a ring");
         }
-#endif
+
         if (lm_minimum_has_horizontal) {
             if (to_max_first_non_horizontal->bot.x > to_min_first_non_horizontal->bot.x) {
                 minimum_is_left = true;
@@ -316,6 +309,6 @@ void initialize_lm(local_minimum_ptr_list_itr<T>& lm) {
         (*lm)->right_bound.ring = nullptr;
     }
 }
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/point.hpp

@@ -37,18 +37,12 @@ struct point {
     point_ptr<T> next;
     point_ptr<T> prev;
 
-    point(point<T>&& p)
-        : ring(std::move(p.ring)),
-          x(std::move(p.x)),
-          y(std::move(p.y)),
-          next(std::move(p.next)),
-          prev(std::move(p.prev)) {
-    }
-
     point() : ring(nullptr), x(0), y(0), prev(this), next(this) {
     }
+
     point(T x_, T y_) : ring(nullptr), x(x_), y(y_), next(this), prev(this) {
     }
+
     point(ring_ptr<T> ring_, mapbox::geometry::point<T> const& pt)
         : ring(ring_), x(pt.x), y(pt.y), next(this), prev(this) {
     }
@@ -60,6 +54,12 @@ struct point {
     }
 };
 
+template <typename T>
+using point_vector = std::vector<point_ptr<T>>;
+
+template <typename T>
+using point_vector_itr = typename point_vector<T>::iterator;
+
 template <typename T>
 bool operator==(point<T> const& lhs, point<T> const& rhs) {
     return lhs.x == rhs.x && lhs.y == rhs.y;
@@ -93,8 +93,7 @@ bool operator!=(point<T> const& lhs, mapbox::geometry::point<T> const& rhs) {
 #ifdef DEBUG
 
 template <class charT, class traits, typename T>
-inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out,
-                                                     const point<T>& p) {
+inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out, const point<T>& p) {
     out << "  point at: " << p.x << ", " << p.y;
     return out;
 }
@@ -106,6 +105,6 @@ inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, t
     return out;
 }
 #endif
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/process_horizontal.hpp

@@ -23,6 +23,7 @@ active_bound_list_itr<T> process_horizontal_left_to_right(T scanline_y,
                                                           fill_type subject_fill_type,
                                                           fill_type clip_fill_type) {
     auto horizontal_itr_behind = horz_bound;
+    bool shifted = false;
     bool is_maxima_edge = is_maxima(horz_bound, scanline_y);
     auto bound_max_pair = active_bounds.end();
     if (is_maxima_edge) {
@@ -31,33 +32,35 @@ active_bound_list_itr<T> process_horizontal_left_to_right(T scanline_y,
 
     auto hp_itr = rings.current_hp_itr;
     while (hp_itr != rings.hot_pixels.end() &&
-           (hp_itr->y > scanline_y ||
-            (hp_itr->y == scanline_y && hp_itr->x < (*horz_bound)->current_edge->bot.x))) {
+           (hp_itr->y > scanline_y || (hp_itr->y == scanline_y && hp_itr->x < (*horz_bound)->current_edge->bot.x))) {
         ++hp_itr;
     }
 
     auto bnd = std::next(horz_bound);
 
     while (bnd != active_bounds.end()) {
+        if (*bnd == nullptr) {
+            ++bnd;
+            continue;
+        }
         // this code block inserts extra coords into horizontal edges (in output
         // polygons) wherever hot pixels touch these horizontal edges. This helps
         //'simplifying' polygons (ie if the Simplify property is set).
         while (hp_itr != rings.hot_pixels.end() && hp_itr->y == scanline_y &&
-               hp_itr->x < std::llround((*bnd)->current_x) &&
-               hp_itr->x < (*horz_bound)->current_edge->top.x) {
+               hp_itr->x < wround<T>((*bnd)->current_x) && hp_itr->x < (*horz_bound)->current_edge->top.x) {
             if ((*horz_bound)->ring) {
                 add_point_to_ring(*(*horz_bound), *hp_itr, rings);
             }
             ++hp_itr;
         }
 
-        if ((*bnd)->current_x > static_cast<double>((*horz_bound)->current_edge->top.x)) {
+        if (greater_than((*bnd)->current_x, static_cast<double>((*horz_bound)->current_edge->top.x))) {
             break;
         }
 
         // Also break if we've got to the end of an intermediate horizontal edge ...
         // nb: Smaller Dx's are to the right of larger Dx's ABOVE the horizontal.
-        if (std::llround((*bnd)->current_x) == (*horz_bound)->current_edge->top.x &&
+        if (wround<T>((*bnd)->current_x) == (*horz_bound)->current_edge->top.x &&
             (*horz_bound)->next_edge != (*horz_bound)->edges.end() &&
             (*horz_bound)->current_edge->dx < (*horz_bound)->next_edge->dx) {
             break;
@@ -65,113 +68,104 @@ active_bound_list_itr<T> process_horizontal_left_to_right(T scanline_y,
 
         // note: may be done multiple times
         if ((*horz_bound)->ring) {
-            add_point_to_ring(
-                *(*horz_bound),
-                mapbox::geometry::point<T>(std::llround((*bnd)->current_x), scanline_y), rings);
+            add_point_to_ring(*(*horz_bound), mapbox::geometry::point<T>(wround<T>((*bnd)->current_x), scanline_y),
+                              rings);
         }
 
         // OK, so far we're still in range of the horizontal Edge  but make sure
         // we're at the last of consec. horizontals when matching with eMaxPair
         if (is_maxima_edge && bnd == bound_max_pair) {
-            if ((*horz_bound)->ring) {
-                add_local_maximum_point(horz_bound, bound_max_pair,
-                                        (*horz_bound)->current_edge->top, rings, active_bounds);
+            if ((*horz_bound)->ring && (*bound_max_pair)->ring) {
+                add_local_maximum_point(*(*horz_bound), *(*bound_max_pair), (*horz_bound)->current_edge->top, rings,
+                                        active_bounds);
             }
-            active_bounds.erase(bound_max_pair);
-            auto after_horz = active_bounds.erase(horz_bound);
-            if (horizontal_itr_behind != horz_bound) {
-                return horizontal_itr_behind;
-            } else {
-                return after_horz;
+            *bound_max_pair = nullptr;
+            *horz_bound = nullptr;
+            if (!shifted) {
+                ++horizontal_itr_behind;
             }
+            return horizontal_itr_behind;
         }
 
-        intersect_bounds(horz_bound, bnd,
-                         mapbox::geometry::point<T>(std::llround((*bnd)->current_x), scanline_y),
+        intersect_bounds(*(*horz_bound), *(*bnd), mapbox::geometry::point<T>(wround<T>((*bnd)->current_x), scanline_y),
                          cliptype, subject_fill_type, clip_fill_type, rings, active_bounds);
-        auto next_bnd = std::next(bnd);
-        swap_positions_in_ABL(horz_bound, bnd, active_bounds);
-        if (current_edge_is_horizontal<T>(bnd) && horizontal_itr_behind == horz_bound) {
-            horizontal_itr_behind = bnd;
-        }
-        bnd = next_bnd;
+        std::iter_swap(horz_bound, bnd);
+        horz_bound = bnd;
+        ++bnd;
+        shifted = true;
     } // end while (bnd != active_bounds.end())
 
     if ((*horz_bound)->ring) {
         while (hp_itr != rings.hot_pixels.end() && hp_itr->y == scanline_y &&
-               hp_itr->x < std::llround((*horz_bound)->current_edge->top.x)) {
+               hp_itr->x < (*horz_bound)->current_edge->top.x) {
             add_point_to_ring(*(*horz_bound), *hp_itr, rings);
             ++hp_itr;
         }
     }
 
-    if ((*horz_bound)->next_edge != (*horz_bound)->edges.end()) {
-        if ((*horz_bound)->ring) {
-            add_point_to_ring(*(*horz_bound), (*horz_bound)->current_edge->top, rings);
-            next_edge_in_bound(horz_bound, scanbeam);
-        } else {
-            next_edge_in_bound(horz_bound, scanbeam);
-        }
-        if (horizontal_itr_behind != horz_bound) {
-            return horizontal_itr_behind;
-        } else {
-            return std::next(horz_bound);
-        }
-    } else {
-        if ((*horz_bound)->ring) {
-            add_point_to_ring(*(*horz_bound), (*horz_bound)->current_edge->top, rings);
-        }
-        auto after_horz = active_bounds.erase(horz_bound);
-        if (horizontal_itr_behind != horz_bound) {
-            return horizontal_itr_behind;
-        } else {
-            return after_horz;
-        }
+    if ((*horz_bound)->ring) {
+        add_point_to_ring(*(*horz_bound), (*horz_bound)->current_edge->top, rings);
     }
+
+    if ((*horz_bound)->next_edge != (*horz_bound)->edges.end()) {
+        next_edge_in_bound(*(*horz_bound), scanbeam);
+    } else {
+        *horz_bound = nullptr;
+    }
+    if (!shifted) {
+        ++horizontal_itr_behind;
+    }
+    return horizontal_itr_behind;
 }
 
 template <typename T>
 active_bound_list_itr<T> process_horizontal_right_to_left(T scanline_y,
-                                                          active_bound_list_itr<T>& horz_bound,
+                                                          active_bound_list_itr<T>& horz_bound_fwd,
                                                           active_bound_list<T>& active_bounds,
                                                           ring_manager<T>& rings,
                                                           scanbeam_list<T>& scanbeam,
                                                           clip_type cliptype,
                                                           fill_type subject_fill_type,
                                                           fill_type clip_fill_type) {
-    bool is_maxima_edge = is_maxima(horz_bound, scanline_y);
-    auto bound_max_pair = active_bounds.end();
+    auto next_bnd_itr = std::next(horz_bound_fwd);
+    bool is_maxima_edge = is_maxima(horz_bound_fwd, scanline_y);
+    auto bound_max_pair = active_bounds.rend();
     if (is_maxima_edge) {
-        bound_max_pair = get_maxima_pair<T>(horz_bound, active_bounds);
+        bound_max_pair = active_bound_list_rev_itr<T>(get_maxima_pair<T>(horz_bound_fwd, active_bounds));
+        --bound_max_pair;
     }
     auto hp_itr_fwd = rings.current_hp_itr;
     while (hp_itr_fwd != rings.hot_pixels.end() &&
            (hp_itr_fwd->y < scanline_y ||
-            (hp_itr_fwd->y == scanline_y && hp_itr_fwd->x < (*horz_bound)->current_edge->top.x))) {
+            (hp_itr_fwd->y == scanline_y && hp_itr_fwd->x < (*horz_bound_fwd)->current_edge->top.x))) {
         ++hp_itr_fwd;
     }
     auto hp_itr = hot_pixel_rev_itr<T>(hp_itr_fwd);
 
-    auto bnd = active_bound_list_rev_itr<T>(horz_bound);
+    auto bnd = active_bound_list_rev_itr<T>(horz_bound_fwd);
+    auto horz_bound = std::prev(bnd);
     while (bnd != active_bounds.rend()) {
+        if (*bnd == nullptr) {
+            ++bnd;
+            continue;
+        }
         // this code block inserts extra coords into horizontal edges (in output
         // polygons) wherever hot pixels touch these horizontal edges.
         while (hp_itr != rings.hot_pixels.rend() && hp_itr->y == scanline_y &&
-               hp_itr->x > std::llround((*bnd)->current_x) &&
-               hp_itr->x > (*horz_bound)->current_edge->top.x) {
+               hp_itr->x > wround<T>((*bnd)->current_x) && hp_itr->x > (*horz_bound)->current_edge->top.x) {
             if ((*horz_bound)->ring) {
                 add_point_to_ring(*(*horz_bound), *hp_itr, rings);
             }
             ++hp_itr;
         }
 
-        if ((*bnd)->current_x < static_cast<double>((*horz_bound)->current_edge->top.x)) {
+        if (less_than((*bnd)->current_x, static_cast<double>((*horz_bound)->current_edge->top.x))) {
             break;
         }
 
         // Also break if we've got to the end of an intermediate horizontal edge ...
         // nb: Smaller Dx's are to the right of larger Dx's ABOVE the horizontal.
-        if (std::llround((*bnd)->current_x) == (*horz_bound)->current_edge->top.x &&
+        if (wround<T>((*bnd)->current_x) == (*horz_bound)->current_edge->top.x &&
             (*horz_bound)->next_edge != (*horz_bound)->edges.end() &&
             (*horz_bound)->current_edge->dx < (*horz_bound)->next_edge->dx) {
             break;
@@ -179,32 +173,27 @@ active_bound_list_itr<T> process_horizontal_right_to_left(T scanline_y,
 
         // note: may be done multiple times
         if ((*horz_bound)->ring) {
-            add_point_to_ring(
-                *(*horz_bound),
-                mapbox::geometry::point<T>(std::llround((*bnd)->current_x), scanline_y), rings);
+            add_point_to_ring(*(*horz_bound), mapbox::geometry::point<T>(wround<T>((*bnd)->current_x), scanline_y),
+                              rings);
         }
-        auto bnd_forward = --(bnd.base());
 
         // OK, so far we're still in range of the horizontal Edge  but make sure
         // we're at the last of consec. horizontals when matching with eMaxPair
-        if (is_maxima_edge && bnd_forward == bound_max_pair) {
-            if ((*horz_bound)->ring) {
-                add_local_maximum_point(horz_bound, bound_max_pair,
-                                        (*horz_bound)->current_edge->top, rings, active_bounds);
+        if (is_maxima_edge && bnd == bound_max_pair) {
+            if ((*horz_bound)->ring && (*bound_max_pair)->ring) {
+                add_local_maximum_point(*(*horz_bound), *(*bound_max_pair), (*horz_bound)->current_edge->top, rings,
+                                        active_bounds);
             }
-            active_bounds.erase(bound_max_pair);
-            return active_bounds.erase(horz_bound);
+            *bound_max_pair = nullptr;
+            *horz_bound = nullptr;
+            return next_bnd_itr;
         }
 
-        intersect_bounds(bnd_forward, horz_bound,
-                         mapbox::geometry::point<T>(std::llround((*bnd)->current_x), scanline_y),
+        intersect_bounds(*(*bnd), *(*horz_bound), mapbox::geometry::point<T>(wround<T>((*bnd)->current_x), scanline_y),
                          cliptype, subject_fill_type, clip_fill_type, rings, active_bounds);
-        swap_positions_in_ABL(horz_bound, bnd_forward, active_bounds);
-        // Why are we not incrementing the bnd iterator here:
-        // It is because reverse iterators point to a `base()` iterator that is a forward
-        // iterator that is one ahead of the reverse bound. This will always be the horizontal
-        // bound,
-        // so what the reverse bound points to will have changed.
+        std::iter_swap(horz_bound, bnd);
+        horz_bound = bnd;
+        ++bnd;
     } // end while (bnd != active_bounds.rend())
 
     if ((*horz_bound)->ring) {
@@ -214,21 +203,16 @@ active_bound_list_itr<T> process_horizontal_right_to_left(T scanline_y,
             ++hp_itr;
         }
     }
+    if ((*horz_bound)->ring) {
+        add_point_to_ring(*(*horz_bound), (*horz_bound)->current_edge->top, rings);
+    }
 
     if ((*horz_bound)->next_edge != (*horz_bound)->edges.end()) {
-        if ((*horz_bound)->ring) {
-            add_point_to_ring(*(*horz_bound), (*horz_bound)->current_edge->top, rings);
-            next_edge_in_bound(horz_bound, scanbeam);
-        } else {
-            next_edge_in_bound(horz_bound, scanbeam);
-        }
-        return std::next(horz_bound);
+        next_edge_in_bound(*(*horz_bound), scanbeam);
     } else {
-        if ((*horz_bound)->ring) {
-            add_point_to_ring(*(*horz_bound), (*horz_bound)->current_edge->top, rings);
-        }
-        return active_bounds.erase(horz_bound);
+        *horz_bound = nullptr;
     }
+    return next_bnd_itr;
 }
 
 template <typename T>
@@ -241,13 +225,11 @@ active_bound_list_itr<T> process_horizontal(T scanline_y,
                                             fill_type subject_fill_type,
                                             fill_type clip_fill_type) {
     if ((*horz_bound)->current_edge->bot.x < (*horz_bound)->current_edge->top.x) {
-        return process_horizontal_left_to_right(scanline_y, horz_bound, active_bounds, rings,
-                                                scanbeam, cliptype, subject_fill_type,
-                                                clip_fill_type);
+        return process_horizontal_left_to_right(scanline_y, horz_bound, active_bounds, rings, scanbeam, cliptype,
+                                                subject_fill_type, clip_fill_type);
     } else {
-        return process_horizontal_right_to_left(scanline_y, horz_bound, active_bounds, rings,
-                                                scanbeam, cliptype, subject_fill_type,
-                                                clip_fill_type);
+        return process_horizontal_right_to_left(scanline_y, horz_bound, active_bounds, rings, scanbeam, cliptype,
+                                                subject_fill_type, clip_fill_type);
     }
 }
 
@@ -260,14 +242,15 @@ void process_horizontals(T scanline_y,
                          fill_type subject_fill_type,
                          fill_type clip_fill_type) {
     for (auto bnd_itr = active_bounds.begin(); bnd_itr != active_bounds.end();) {
-        if (current_edge_is_horizontal<T>(bnd_itr)) {
-            bnd_itr = process_horizontal(scanline_y, bnd_itr, active_bounds, rings, scanbeam,
-                                         cliptype, subject_fill_type, clip_fill_type);
+        if (*bnd_itr != nullptr && current_edge_is_horizontal<T>(bnd_itr)) {
+            bnd_itr = process_horizontal(scanline_y, bnd_itr, active_bounds, rings, scanbeam, cliptype,
+                                         subject_fill_type, clip_fill_type);
         } else {
             ++bnd_itr;
         }
     }
+    active_bounds.erase(std::remove(active_bounds.begin(), active_bounds.end(), nullptr), active_bounds.end());
 }
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/process_maxima.hpp

@@ -3,6 +3,7 @@
 #include <mapbox/geometry/wagyu/active_bound_list.hpp>
 #include <mapbox/geometry/wagyu/config.hpp>
 #include <mapbox/geometry/wagyu/edge.hpp>
+#include <mapbox/geometry/wagyu/interrupt.hpp>
 #include <mapbox/geometry/wagyu/intersect_util.hpp>
 #include <mapbox/geometry/wagyu/local_minimum.hpp>
 #include <mapbox/geometry/wagyu/local_minimum_util.hpp>
@@ -22,39 +23,35 @@ active_bound_list_itr<T> do_maxima(active_bound_list_itr<T>& bnd,
                                    clip_type cliptype,
                                    fill_type subject_fill_type,
                                    fill_type clip_fill_type,
-                                   ring_manager<T>& rings,
+                                   ring_manager<T>& manager,
                                    active_bound_list<T>& active_bounds) {
-    if (bndMaxPair == active_bounds.end()) {
-        if ((*bnd)->ring) {
-            add_point_to_ring(*(*bnd), (*bnd)->current_edge->top, rings);
-        }
-        return active_bounds.erase(bnd);
-    }
     auto bnd_next = std::next(bnd);
-    auto return_bnd = bnd_next;
+    auto return_bnd = bnd;
     bool skipped = false;
     while (bnd_next != active_bounds.end() && bnd_next != bndMaxPair) {
+        if (*bnd_next == nullptr) {
+            ++bnd_next;
+            continue;
+        }
         skipped = true;
-        intersect_bounds(bnd, bnd_next, (*bnd)->current_edge->top, cliptype, subject_fill_type,
-                         clip_fill_type, rings, active_bounds);
-        swap_positions_in_ABL(bnd, bnd_next, active_bounds);
-        bnd_next = std::next(bnd);
+        intersect_bounds(*(*bnd), *(*bnd_next), (*bnd)->current_edge->top, cliptype, subject_fill_type, clip_fill_type,
+                         manager, active_bounds);
+        std::iter_swap(bnd, bnd_next);
+        bnd = bnd_next;
+        ++bnd_next;
     }
 
-    if (!(*bnd)->ring && !(*bndMaxPair)->ring) {
-        active_bounds.erase(bndMaxPair);
-    } else if ((*bnd)->ring && (*bndMaxPair)->ring) {
-        add_local_maximum_point(bnd, bndMaxPair, (*bnd)->current_edge->top, rings, active_bounds);
-        active_bounds.erase(bndMaxPair);
-    } else {
+    if ((*bnd)->ring && (*bndMaxPair)->ring) {
+        add_local_maximum_point(*(*bnd), *(*bndMaxPair), (*bnd)->current_edge->top, manager, active_bounds);
+    } else if ((*bnd)->ring || (*bndMaxPair)->ring) {
         throw std::runtime_error("DoMaxima error");
     }
-    auto prev_itr = active_bounds.erase(bnd);
-    if (skipped) {
-        return return_bnd;
-    } else {
-        return prev_itr;
+    *bndMaxPair = nullptr;
+    *bnd = nullptr;
+    if (!skipped) {
+        ++return_bnd;
     }
+    return return_bnd;
 }
 
 template <typename T>
@@ -63,12 +60,17 @@ void process_edges_at_top_of_scanbeam(T top_y,
                                       scanbeam_list<T>& scanbeam,
                                       local_minimum_ptr_list<T> const& minima_sorted,
                                       local_minimum_ptr_list_itr<T>& current_lm,
-                                      ring_manager<T>& rings,
+                                      ring_manager<T>& manager,
                                       clip_type cliptype,
                                       fill_type subject_fill_type,
                                       fill_type clip_fill_type) {
 
     for (auto bnd = active_bounds.begin(); bnd != active_bounds.end();) {
+        interrupt_check(); // Check for interruptions
+        if (*bnd == nullptr) {
+            ++bnd;
+            continue;
+        }
         // 1. Process maxima, treating them as if they are "bent" horizontal edges,
         // but exclude maxima with horizontal edges.
 
@@ -76,12 +78,10 @@ void process_edges_at_top_of_scanbeam(T top_y,
 
         if (is_maxima_edge) {
             auto bnd_max_pair = get_maxima_pair(bnd, active_bounds);
-            is_maxima_edge = ((bnd_max_pair == active_bounds.end() ||
-                               !current_edge_is_horizontal<T>(bnd_max_pair)) &&
+            is_maxima_edge = ((bnd_max_pair == active_bounds.end() || !current_edge_is_horizontal<T>(bnd_max_pair)) &&
                               is_maxima(bnd_max_pair, top_y));
             if (is_maxima_edge) {
-                bnd = do_maxima(bnd, bnd_max_pair, cliptype, subject_fill_type, clip_fill_type,
-                                rings, active_bounds);
+                bnd = do_maxima(bnd, bnd_max_pair, cliptype, subject_fill_type, clip_fill_type, manager, active_bounds);
                 continue;
             }
         }
@@ -89,37 +89,35 @@ void process_edges_at_top_of_scanbeam(T top_y,
         // 2. Promote horizontal edges.
         if (is_intermediate(bnd, top_y) && next_edge_is_horizontal<T>(bnd)) {
             if ((*bnd)->ring) {
-                insert_hot_pixels_in_path(*(*bnd), (*bnd)->current_edge->top, rings, false);
+                insert_hot_pixels_in_path(*(*bnd), (*bnd)->current_edge->top, manager, false);
             }
-            next_edge_in_bound(bnd, scanbeam);
+            next_edge_in_bound(*(*bnd), scanbeam);
             if ((*bnd)->ring) {
-                add_point_to_ring(*(*bnd), (*bnd)->current_edge->bot, rings);
+                add_point_to_ring(*(*bnd), (*bnd)->current_edge->bot, manager);
             }
         } else {
             (*bnd)->current_x = get_current_x(*((*bnd)->current_edge), top_y);
         }
-
         ++bnd;
     }
+    active_bounds.erase(std::remove(active_bounds.begin(), active_bounds.end(), nullptr), active_bounds.end());
 
-    insert_horizontal_local_minima_into_ABL(top_y, minima_sorted, current_lm, active_bounds, rings,
-                                            scanbeam, cliptype, subject_fill_type, clip_fill_type);
+    insert_horizontal_local_minima_into_ABL(top_y, minima_sorted, current_lm, active_bounds, manager, scanbeam,
+                                            cliptype, subject_fill_type, clip_fill_type);
 
-    process_horizontals(top_y, active_bounds, rings, scanbeam, cliptype, subject_fill_type,
-                        clip_fill_type);
+    process_horizontals(top_y, active_bounds, manager, scanbeam, cliptype, subject_fill_type, clip_fill_type);
 
     // 4. Promote intermediate vertices
 
     for (auto bnd = active_bounds.begin(); bnd != active_bounds.end(); ++bnd) {
         if (is_intermediate(bnd, top_y)) {
             if ((*bnd)->ring) {
-                add_point_to_ring(*(*bnd), (*bnd)->current_edge->top, rings);
-                insert_hot_pixels_in_path(*(*bnd), (*bnd)->current_edge->top, rings, false);
+                add_point_to_ring(*(*bnd), (*bnd)->current_edge->top, manager);
             }
-            next_edge_in_bound(bnd, scanbeam);
+            next_edge_in_bound(*(*bnd), scanbeam);
         }
     }
 }
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/quick_clip.hpp

@@ -18,23 +18,31 @@ mapbox::geometry::point<T> intersect(mapbox::geometry::point<T> a,
     switch (edge) {
     case 0:
         return mapbox::geometry::point<T>(
-            static_cast<T>(a.x + static_cast<double>(b.x - a.x) * (box.min.y - a.y) / (b.y - a.y)),
+            mapbox::geometry::wagyu::wround<T>(static_cast<double>(a.x) + static_cast<double>(b.x - a.x) *
+                                                                              static_cast<double>(box.min.y - a.y) /
+                                                                              static_cast<double>(b.y - a.y)),
             box.min.y);
 
     case 1:
         return mapbox::geometry::point<T>(
             box.max.x,
-            static_cast<T>(a.y + static_cast<double>(b.y - a.y) * (box.max.x - a.x) / (b.x - a.x)));
+            mapbox::geometry::wagyu::wround<T>(static_cast<double>(a.y) + static_cast<double>(b.y - a.y) *
+                                                                              static_cast<double>(box.max.x - a.x) /
+                                                                              static_cast<double>(b.x - a.x)));
 
     case 2:
         return mapbox::geometry::point<T>(
-            static_cast<T>(a.x + static_cast<double>(b.x - a.x) * (box.max.y - a.y) / (b.y - a.y)),
+            mapbox::geometry::wagyu::wround<T>(static_cast<double>(a.x) + static_cast<double>(b.x - a.x) *
+                                                                              static_cast<double>(box.max.y - a.y) /
+                                                                              static_cast<double>(b.y - a.y)),
             box.max.y);
 
     default: // case 3
         return mapbox::geometry::point<T>(
             box.min.x,
-            static_cast<T>(a.y + static_cast<double>(b.y - a.y) * (box.min.x - a.x) / (b.x - a.x)));
+            mapbox::geometry::wagyu::wround<T>(static_cast<double>(a.y) + static_cast<double>(b.y - a.y) *
+                                                                              static_cast<double>(box.min.x - a.x) /
+                                                                              static_cast<double>(b.x - a.x)));
     }
 }
 
@@ -57,7 +65,7 @@ bool inside(mapbox::geometry::point<T> p, size_t edge, mapbox::geometry::box<T>
 
 template <typename T>
 mapbox::geometry::linear_ring<T> quick_lr_clip(mapbox::geometry::linear_ring<T> const& ring,
-                                      mapbox::geometry::box<T> const& b) {
+                                               mapbox::geometry::box<T> const& b) {
     mapbox::geometry::linear_ring<T> out = ring;
 
     for (size_t edge = 0; edge < 4; edge++) {
@@ -93,12 +101,11 @@ mapbox::geometry::linear_ring<T> quick_lr_clip(mapbox::geometry::linear_ring<T>
     }
     return out;
 }
-}
+} // namespace quick_clip
 
 template <typename T>
-mapbox::geometry::multi_polygon<T> clip(mapbox::geometry::polygon<T> const& poly,
-                                        mapbox::geometry::box<T> const& b,
-                                        fill_type subject_fill_type) {
+mapbox::geometry::multi_polygon<T>
+clip(mapbox::geometry::polygon<T> const& poly, mapbox::geometry::box<T> const& b, fill_type subject_fill_type) {
     mapbox::geometry::multi_polygon<T> result;
     wagyu<T> clipper;
     for (auto const& lr : poly) {
@@ -112,9 +119,8 @@ mapbox::geometry::multi_polygon<T> clip(mapbox::geometry::polygon<T> const& poly
 }
 
 template <typename T>
-mapbox::geometry::multi_polygon<T> clip(mapbox::geometry::multi_polygon<T> const& mp,
-                                        mapbox::geometry::box<T> const& b,
-                                        fill_type subject_fill_type) {
+mapbox::geometry::multi_polygon<T>
+clip(mapbox::geometry::multi_polygon<T> const& mp, mapbox::geometry::box<T> const& b, fill_type subject_fill_type) {
     mapbox::geometry::multi_polygon<T> result;
     wagyu<T> clipper;
     for (auto const& poly : mp) {
@@ -128,6 +134,6 @@ mapbox::geometry::multi_polygon<T> clip(mapbox::geometry::multi_polygon<T> const
     clipper.execute(clip_type_union, result, subject_fill_type, fill_type_even_odd);
     return result;
 }
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/ring.hpp

@@ -5,6 +5,7 @@
 #include <deque>
 #include <list>
 #include <map>
+#include <mapbox/geometry/box.hpp>
 #include <mapbox/geometry/wagyu/point.hpp>
 #include <set>
 #include <sstream>
@@ -29,35 +30,117 @@ namespace mapbox {
 namespace geometry {
 namespace wagyu {
 
+template <typename T>
+double area_from_point(point_ptr<T> op, std::size_t& size, mapbox::geometry::box<T>& bbox) {
+    point_ptr<T> startOp = op;
+    size = 0;
+    double a = 0.0;
+    T min_x = op->x;
+    T max_x = op->x;
+    T min_y = op->y;
+    T max_y = op->y;
+    do {
+        ++size;
+        if (op->x > max_x) {
+            max_x = op->x;
+        } else if (op->x < min_x) {
+            min_x = op->x;
+        }
+        if (op->y > max_y) {
+            max_y = op->y;
+        } else if (op->y < min_y) {
+            min_y = op->y;
+        }
+        a += static_cast<double>(op->prev->x + op->x) * static_cast<double>(op->prev->y - op->y);
+        op = op->next;
+    } while (op != startOp);
+    bbox.min.x = min_x;
+    bbox.max.x = max_x;
+    bbox.min.y = min_y;
+    bbox.max.y = max_y;
+    return a * 0.5;
+}
+
 // NOTE: ring and ring_ptr are forward declared in wagyu/point.hpp
 
 template <typename T>
 using ring_vector = std::vector<ring_ptr<T>>;
 
-template <typename T>
-using ring_list = std::list<ring_ptr<T>>;
-
 template <typename T>
 struct ring {
     std::size_t ring_index; // To support unset 0 is undefined and indexes offset by 1
-    std::size_t size;
-    double area;
+
+    std::size_t size_;             // number of points in the ring
+    double area_;                  // area of the ring
+    mapbox::geometry::box<T> bbox; // bounding box of the ring
+
     ring_ptr<T> parent;
-    ring_list<T> children;
+    ring_vector<T> children;
+
     point_ptr<T> points;
     point_ptr<T> bottom_point;
+    bool is_hole_;
+    bool corrected;
 
     ring(ring const&) = delete;
     ring& operator=(ring const&) = delete;
 
     ring()
         : ring_index(0),
-          size(0),
-          area(std::numeric_limits<double>::quiet_NaN()),
+          size_(0),
+          area_(std::numeric_limits<double>::quiet_NaN()),
+          bbox({ 0, 0 }, { 0, 0 }),
           parent(nullptr),
           children(),
           points(nullptr),
-          bottom_point(nullptr) {
+          bottom_point(nullptr),
+          is_hole_(false),
+          corrected(false) {
+    }
+
+    void reset_stats() {
+        area_ = std::numeric_limits<double>::quiet_NaN();
+        is_hole_ = false;
+        bbox.min.x = 0;
+        bbox.min.y = 0;
+        bbox.max.x = 0;
+        bbox.max.y = 0;
+        size_ = 0;
+    }
+
+    void recalculate_stats() {
+        if (points != nullptr) {
+            area_ = area_from_point(points, size_, bbox);
+            is_hole_ = !(area_ > 0.0);
+        }
+    }
+
+    void set_stats(double a, std::size_t s, mapbox::geometry::box<T> const& b) {
+        bbox = b;
+        area_ = a;
+        size_ = s;
+        is_hole_ = !(area_ > 0.0);
+    }
+
+    double area() {
+        if (std::isnan(area_)) {
+            recalculate_stats();
+        }
+        return area_;
+    }
+
+    bool is_hole() {
+        if (std::isnan(area_)) {
+            recalculate_stats();
+        }
+        return is_hole_;
+    }
+
+    std::size_t size() {
+        if (std::isnan(area_)) {
+            recalculate_stats();
+        }
+        return size_;
     }
 };
 
@@ -73,8 +156,8 @@ using hot_pixel_rev_itr = typename hot_pixel_vector<T>::reverse_iterator;
 template <typename T>
 struct ring_manager {
 
-    ring_list<T> children;
-    std::vector<point_ptr<T>> all_points;
+    ring_vector<T> children;
+    point_vector<T> all_points;
     hot_pixel_vector<T> hot_pixels;
     hot_pixel_itr<T> current_hp_itr;
     std::deque<point<T>> points;
@@ -104,16 +187,15 @@ void preallocate_point_memory(ring_manager<T>& rings, std::size_t size) {
 }
 
 template <typename T>
-ring_ptr<T> create_new_ring(ring_manager<T>& rings) {
-    rings.rings.emplace_back();
-    ring_ptr<T> result = &rings.rings.back();
-    result->ring_index = rings.index++;
+ring_ptr<T> create_new_ring(ring_manager<T>& manager) {
+    manager.rings.emplace_back();
+    ring_ptr<T> result = &manager.rings.back();
+    result->ring_index = manager.index++;
     return result;
 }
 
 template <typename T>
-point_ptr<T>
-create_new_point(ring_ptr<T> r, mapbox::geometry::point<T> const& pt, ring_manager<T>& rings) {
+point_ptr<T> create_new_point(ring_ptr<T> r, mapbox::geometry::point<T> const& pt, ring_manager<T>& rings) {
     point_ptr<T> point;
     if (rings.storage.size() < rings.storage.capacity()) {
         rings.storage.emplace_back(r, pt);
@@ -144,81 +226,181 @@ point_ptr<T> create_new_point(ring_ptr<T> r,
 }
 
 template <typename T>
-void ring1_child_of_ring2(ring_ptr<T> ring1, ring_ptr<T> ring2, ring_manager<T>& manager) {
-    assert(ring1 != ring2);
-    if (ring1->parent == ring2) {
-        return;
+void set_to_children(ring_ptr<T> r, ring_vector<T>& children) {
+    for (auto& c : children) {
+        if (c == nullptr) {
+            c = r;
+            return;
+        }
     }
-    if (ring1->parent == nullptr) {
-        manager.children.remove(ring1);
-    } else {
-        ring1->parent->children.remove(ring1);
-    }
-    if (ring2 == nullptr) {
-        ring1->parent = nullptr;
-        manager.children.push_back(ring1);
-    } else {
-        ring1->parent = ring2;
-        ring2->children.push_back(ring1);
+    children.push_back(r);
+}
+
+template <typename T>
+void remove_from_children(ring_ptr<T> r, ring_vector<T>& children) {
+    for (auto& c : children) {
+        if (c == r) {
+            c = nullptr;
+            return;
+        }
     }
 }
 
 template <typename T>
-void ring1_sibling_of_ring2(ring_ptr<T> ring1, ring_ptr<T> ring2, ring_manager<T>& manager) {
-    assert(ring1 != ring2);
-    if (ring1->parent == ring2->parent) {
+void assign_as_child(ring_ptr<T> new_ring, ring_ptr<T> parent, ring_manager<T>& manager) {
+    // Assigning as a child assumes that this is
+    // a brand new ring. Therefore it does
+    // not have any existing relationships
+    if ((parent == nullptr && new_ring->is_hole()) || (parent != nullptr && new_ring->is_hole() == parent->is_hole())) {
+        throw std::runtime_error("Trying to assign a child that is the same orientation as the parent");
+    }
+    auto& children = parent == nullptr ? manager.children : parent->children;
+    set_to_children(new_ring, children);
+    new_ring->parent = parent;
+}
+
+template <typename T>
+void reassign_as_child(ring_ptr<T> ring, ring_ptr<T> parent, ring_manager<T>& manager) {
+    // Reassigning a ring assumes it already
+    // has an existing parent
+    if ((parent == nullptr && ring->is_hole()) || (parent != nullptr && ring->is_hole() == parent->is_hole())) {
+        throw std::runtime_error("Trying to re-assign a child that is the same orientation as the parent");
+    }
+
+    // Remove the old child relationship
+    auto& old_children = ring->parent == nullptr ? manager.children : ring->parent->children;
+    remove_from_children(ring, old_children);
+
+    // Add new child relationship
+    auto& children = parent == nullptr ? manager.children : parent->children;
+    set_to_children(ring, children);
+    ring->parent = parent;
+}
+
+template <typename T>
+void assign_as_sibling(ring_ptr<T> new_ring, ring_ptr<T> sibling, ring_manager<T>& manager) {
+    // Assigning as a sibling assumes that this is
+    // a brand new ring. Therefore it does
+    // not have any existing relationships
+    if (new_ring->is_hole() != sibling->is_hole()) {
+        throw std::runtime_error("Trying to assign to be a sibling that is not the same orientation as the sibling");
+    }
+    auto& children = sibling->parent == nullptr ? manager.children : sibling->parent->children;
+    set_to_children(new_ring, children);
+    new_ring->parent = sibling->parent;
+}
+
+template <typename T>
+void reassign_as_sibling(ring_ptr<T> ring, ring_ptr<T> sibling, ring_manager<T>& manager) {
+    if (ring->parent == sibling->parent) {
         return;
     }
-    if (ring1->parent == nullptr) {
-        manager.children.remove(ring1);
-    } else {
-        ring1->parent->children.remove(ring1);
+    // Assigning as a sibling assumes that this is
+    // a brand new ring. Therefore it does
+    // not have any existing relationships
+    if (ring->is_hole() != sibling->is_hole()) {
+        throw std::runtime_error("Trying to assign to be a sibling that is not the same orientation as the sibling");
     }
-    if (ring2->parent == nullptr) {
-        manager.children.push_back(ring1);
-    } else {
-        ring2->parent->children.push_back(ring1);
-    }
-    ring1->parent = ring2->parent;
+    // Remove the old child relationship
+    auto& old_children = ring->parent == nullptr ? manager.children : ring->parent->children;
+    remove_from_children(ring, old_children);
+    // Add new relationship
+    auto& children = sibling->parent == nullptr ? manager.children : sibling->parent->children;
+    set_to_children(ring, children);
+    ring->parent = sibling->parent;
 }
 
 template <typename T>
 void ring1_replaces_ring2(ring_ptr<T> ring1, ring_ptr<T> ring2, ring_manager<T>& manager) {
     assert(ring1 != ring2);
-    if (ring2->parent == nullptr) {
-        manager.children.remove(ring2);
-    } else {
-        ring2->parent->children.remove(ring2);
-    }
+    auto& ring1_children = ring1 == nullptr ? manager.children : ring1->children;
     for (auto& c : ring2->children) {
+        if (c == nullptr) {
+            continue;
+        }
         c->parent = ring1;
+        set_to_children(c, ring1_children);
+        c = nullptr;
     }
-    if (ring1 == nullptr) {
-        manager.children.splice(manager.children.end(), ring2->children);
-    } else {
-        ring1->children.splice(ring1->children.end(), ring2->children);
-    }
-    ring2->parent = nullptr;
+    // Remove the old child relationship
+    auto& old_children = ring2->parent == nullptr ? manager.children : ring2->parent->children;
+    remove_from_children(ring2, old_children);
+    ring2->points = nullptr;
+    ring2->reset_stats();
 }
 
 template <typename T>
-void remove_ring(ring_ptr<T> r, ring_manager<T>& manager) {
-    if (r->parent == nullptr) {
-        manager.children.remove(r);
-        for (auto& c : r->children) {
-            c->parent = nullptr;
+void remove_points(point_ptr<T> pt) {
+    if (pt != nullptr) {
+        pt->prev->next = nullptr;
+        while (pt != nullptr) {
+            point_ptr<T> tmp = pt;
+            pt = pt->next;
+            tmp->next = nullptr;
+            tmp->prev = nullptr;
+            tmp->ring = nullptr;
         }
-        manager.children.splice(manager.children.end(), r->children);
-    } else {
-        r->parent->children.remove(r);
-        for (auto& c : r->children) {
-            c->parent = r->parent;
-        }
-        r->parent->children.splice(r->parent->children.end(), r->children);
-        r->parent = nullptr;
     }
 }
 
+template <typename T>
+void remove_ring_and_points(ring_ptr<T> r,
+                            ring_manager<T>& manager,
+                            bool remove_children = true,
+                            bool remove_from_parent = true) {
+    // Removes a ring and any children that might be
+    // under that ring.
+    for (auto& c : r->children) {
+        if (c == nullptr) {
+            continue;
+        }
+        if (remove_children) {
+            remove_ring_and_points(c, manager, true, false);
+        }
+        c = nullptr;
+    }
+    if (remove_from_parent) {
+        // Remove the old child relationship
+        auto& old_children = r->parent == nullptr ? manager.children : r->parent->children;
+        remove_from_children(r, old_children);
+    }
+    point_ptr<T> pt = r->points;
+    if (pt != nullptr) {
+        pt->prev->next = nullptr;
+        while (pt != nullptr) {
+            point_ptr<T> tmp = pt;
+            pt = pt->next;
+            tmp->next = nullptr;
+            tmp->prev = nullptr;
+            tmp->ring = nullptr;
+        }
+    }
+    r->points = nullptr;
+    r->reset_stats();
+}
+
+template <typename T>
+void remove_ring(ring_ptr<T> r, ring_manager<T>& manager, bool remove_children = true, bool remove_from_parent = true) {
+    // Removes a ring and any children that might be
+    // under that ring.
+    for (auto& c : r->children) {
+        if (c == nullptr) {
+            continue;
+        }
+        if (remove_children) {
+            remove_ring(c, manager, true, false);
+        }
+        c = nullptr;
+    }
+    if (remove_from_parent) {
+        // Remove the old child relationship
+        auto& old_children = r->parent == nullptr ? manager.children : r->parent->children;
+        remove_from_children(r, old_children);
+    }
+    r->points = nullptr;
+    r->reset_stats();
+}
+
 template <typename T>
 inline std::size_t ring_depth(ring_ptr<T> r) {
     std::size_t depth = 0;
@@ -234,6 +416,10 @@ inline std::size_t ring_depth(ring_ptr<T> r) {
 
 template <typename T>
 inline bool ring_is_hole(ring_ptr<T> r) {
+    // This is different then the "normal" way of determing if
+    // a ring is a hole or not because it uses the depth of the
+    // the ring to determine if it is a hole or not. This is only done
+    // intially when rings are output from Vatti.
     return ring_depth(r) & 1;
 }
 
@@ -263,17 +449,6 @@ void init(const_point_ptr<T>& node) {
     set_prev(node, node);
 }
 
-template <typename T>
-std::size_t point_count(const const_point_ptr<T>& orig_node) {
-    std::size_t size = 0;
-    point_ptr<T> n = orig_node;
-    do {
-        n = get_next(n);
-        ++size;
-    } while (n != orig_node);
-    return size;
-}
-
 template <typename T>
 void link_before(point_ptr<T>& node, point_ptr<T>& new_node) {
     point_ptr<T> prev_node = get_prev(node);
@@ -325,33 +500,10 @@ void reverse_ring(point_ptr<T> pp) {
     } while (pp1 != pp);
 }
 
-template <typename T>
-double area_from_point(point_ptr<T> op, std::size_t& size) {
-    point_ptr<T> startOp = op;
-    size = 1;
-    double a = 0.0;
-    do {
-        ++size;
-        a += static_cast<double>(op->prev->x + op->x) * static_cast<double>(op->prev->y - op->y);
-        op = op->next;
-    } while (op != startOp);
-    return a * 0.5;
-}
-
-template <typename T>
-double area(ring_ptr<T> r) {
-    assert(r != nullptr);
-    if (std::isnan(r->area)) {
-        r->area = area_from_point(r->points, r->size);
-    }
-    return r->area;
-}
-
 #ifdef DEBUG
 
 template <class charT, class traits, typename T>
-inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out,
-                                                     const ring<T>& r) {
+inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out, ring<T>& r) {
     out << "  ring_index: " << r.ring_index << std::endl;
     if (!r.parent) {
         // out << "  parent_ring ptr: nullptr" << std::endl;
@@ -368,7 +520,7 @@ inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, t
     }
     auto pt_itr = r.points;
     if (pt_itr) {
-        out << "  area: " << r.area << std::endl;
+        out << "  area: " << r.area() << std::endl;
         out << "  points:" << std::endl;
         out << "      [[[" << pt_itr->x << "," << pt_itr->y << "],";
         pt_itr = pt_itr->next;
@@ -384,6 +536,22 @@ inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, t
     return out;
 }
 
+template <typename T>
+std::string debug_ring_addresses(ring_ptr<T> r) {
+    std::ostringstream out;
+    out << "Ring: " << r->ring_index << std::endl;
+    if (r->points == nullptr) {
+        out << "   Ring has no points" << std::endl;
+        return out.str();
+    }
+    auto pt_itr = r->points;
+    do {
+        out << "    [" << pt_itr->x << "," << pt_itr->y << "] - " << pt_itr << std::endl;
+        pt_itr = pt_itr->next;
+    } while (pt_itr != r->points);
+    return out.str();
+}
+
 template <typename T>
 std::string output_as_polygon(ring_ptr<T> r) {
     std::ostringstream out;
@@ -399,6 +567,9 @@ std::string output_as_polygon(ring_ptr<T> r) {
         }
         out << "[" << pt_itr->x << "," << pt_itr->y << "]]";
         for (auto const& c : r->children) {
+            if (c == nullptr) {
+                continue;
+            }
             pt_itr = c->points;
             if (pt_itr) {
                 out << ",[[" << pt_itr->x << "," << pt_itr->y << "],";
@@ -419,23 +590,10 @@ std::string output_as_polygon(ring_ptr<T> r) {
 }
 
 template <class charT, class traits, typename T>
-inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out,
-                                                     const ring_list<T>& rings) {
-    out << "START RING LIST" << std::endl;
-    for (auto& r : rings) {
-        out << " ring: " << r->ring_index << " - " << r << std::endl;
-        out << *r;
-    }
-    out << "END RING LIST" << std::endl;
-    return out;
-}
-
-template <class charT, class traits, typename T>
-inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out,
-                                                     const ring_vector<T>& rings) {
+inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out, ring_vector<T>& rings) {
     out << "START RING VECTOR" << std::endl;
     for (auto& r : rings) {
-        if (!r->points) {
+        if (r == nullptr || !r->points) {
             continue;
         }
         out << " ring: " << r->ring_index << " - " << r << std::endl;
@@ -447,7 +605,7 @@ inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, t
 
 template <class charT, class traits, typename T>
 inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out,
-                                                     const std::deque<ring<T>>& rings) {
+                                                     std::deque<ring<T>>& rings) {
     out << "START RING VECTOR" << std::endl;
     for (auto& r : rings) {
         if (!r.points) {
@@ -462,7 +620,7 @@ inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, t
 
 template <class charT, class traits, typename T>
 inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, traits>& out,
-                                                     const hot_pixel_vector<T>& hp_vec) {
+                                                     hot_pixel_vector<T>& hp_vec) {
     out << "Hot Pixels: " << std::endl;
     for (auto& hp : hp_vec) {
         out << hp << std::endl;
@@ -470,6 +628,6 @@ inline std::basic_ostream<charT, traits>& operator<<(std::basic_ostream<charT, t
     return out;
 }
 #endif
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/ring_util.hpp

@@ -15,7 +15,7 @@
 // free(strs);
 #endif
 
-#include <queue>
+#include <algorithm>
 
 #include <mapbox/geometry/wagyu/active_bound_list.hpp>
 #include <mapbox/geometry/wagyu/config.hpp>
@@ -28,55 +28,31 @@ namespace geometry {
 namespace wagyu {
 
 template <typename T>
-void set_hole_state(active_bound_list_itr<T>& bnd,
-                    active_bound_list<T>& active_bounds,
-                    ring_manager<T>& rings) {
-    auto bnd2 = active_bound_list_rev_itr<T>(bnd);
+void set_hole_state(bound<T>& bnd, active_bound_list<T> const& active_bounds, ring_manager<T>& rings) {
+    auto bnd_itr = std::find(active_bounds.rbegin(), active_bounds.rend(), &bnd);
+    ++bnd_itr;
     bound_ptr<T> bndTmp = nullptr;
     // Find first non line ring to the left of current bound.
-    while (bnd2 != active_bounds.rend()) {
-        if ((*bnd2)->ring && (*bnd2)->winding_delta != 0) {
+    while (bnd_itr != active_bounds.rend()) {
+        if (*bnd_itr == nullptr) {
+            ++bnd_itr;
+            continue;
+        }
+        if ((*bnd_itr)->ring) {
             if (!bndTmp) {
-                bndTmp = (*bnd2);
-            } else if (bndTmp->ring == (*bnd2)->ring) {
+                bndTmp = (*bnd_itr);
+            } else if (bndTmp->ring == (*bnd_itr)->ring) {
                 bndTmp = nullptr;
             }
         }
-        ++bnd2;
+        ++bnd_itr;
     }
     if (!bndTmp) {
-        (*bnd)->ring->parent = nullptr;
-        rings.children.push_back((*bnd)->ring);
+        bnd.ring->parent = nullptr;
+        rings.children.push_back(bnd.ring);
     } else {
-        (*bnd)->ring->parent = bndTmp->ring;
-        bndTmp->ring->children.push_back((*bnd)->ring);
-    }
-}
-
-template <typename T>
-void set_hole_state(active_bound_list_rev_itr<T>& bnd,
-                    active_bound_list<T>& active_bounds,
-                    ring_manager<T>& rings) {
-    auto bnd2 = std::next(bnd);
-    bound_ptr<T> bndTmp = nullptr;
-    // Find first non line ring to the left of current bound.
-    while (bnd2 != active_bounds.rend()) {
-        if ((*bnd2)->ring && (*bnd2)->winding_delta != 0) {
-            if (!bndTmp) {
-                bndTmp = (*bnd2);
-            } else if (bndTmp->ring == (*bnd2)->ring) {
-                bndTmp = nullptr;
-            }
-        }
-        ++bnd2;
-    }
-
-    if (!bndTmp) {
-        (*bnd)->ring->parent = nullptr;
-        rings.children.push_back((*bnd)->ring);
-    } else {
-        (*bnd)->ring->parent = bndTmp->ring;
-        bndTmp->ring->children.push_back((*bnd)->ring);
+        bnd.ring->parent = bndTmp->ring;
+        bndTmp->ring->children.push_back(bnd.ring);
     }
 }
 
@@ -89,8 +65,7 @@ void update_current_hp_itr(T scanline_y, ring_manager<T>& rings) {
 
 template <typename T>
 struct hot_pixel_sorter {
-    inline bool operator()(mapbox::geometry::point<T> const& pt1,
-                           mapbox::geometry::point<T> const& pt2) {
+    inline bool operator()(mapbox::geometry::point<T> const& pt1, mapbox::geometry::point<T> const& pt2) {
         if (pt1.y == pt2.y) {
             return pt1.x < pt2.x;
         } else {
@@ -99,18 +74,17 @@ struct hot_pixel_sorter {
     }
 };
 
-// Due to the nature of floating point calculations
-// and the high likely hood of values around X.5, we
-// need to fudge what is X.5 some for our rounding.
-const double rounding_offset = 1e-12;
-const double rounding_offset_y = 5e-13;
-
 template <typename T>
 T round_towards_min(double val) {
     // 0.5 rounds to 0
     // 0.0 rounds to 0
     // -0.5 rounds to -1
-    return static_cast<T>(std::ceil(val - 0.5 + rounding_offset));
+    double half = std::floor(val) + 0.5;
+    if (values_are_equal(val, half)) {
+        return static_cast<T>(std::floor(val));
+    } else {
+        return static_cast<T>(std::llround(val));
+    }
 }
 
 template <typename T>
@@ -118,7 +92,12 @@ T round_towards_max(double val) {
     // 0.5 rounds to 1
     // 0.0 rounds to 0
     // -0.5 rounds to 0
-    return static_cast<T>(std::floor(val + 0.5 + rounding_offset));
+    double half = std::floor(val) + 0.5;
+    if (values_are_equal(val, half)) {
+        return static_cast<T>(std::ceil(val));
+    } else {
+        return static_cast<T>(std::llround(val));
+    }
 }
 
 template <typename T>
@@ -143,8 +122,7 @@ inline T get_edge_min_x(edge<T> const& edge, const T current_y) {
             return edge.bot.x;
         } else {
             double return_val =
-                static_cast<double>(edge.bot.x) +
-                edge.dx * (static_cast<double>(current_y - edge.bot.y) + 0.5 - rounding_offset_y);
+                static_cast<double>(edge.bot.x) + edge.dx * (static_cast<double>(current_y - edge.bot.y) + 0.5);
             T value = round_towards_min<T>(return_val);
             return value;
         }
@@ -173,8 +151,7 @@ inline T get_edge_max_x(edge<T> const& edge, const T current_y) {
             return edge.bot.x;
         } else {
             double return_val =
-                static_cast<double>(edge.bot.x) +
-                edge.dx * (static_cast<double>(current_y - edge.bot.y) + 0.5 - rounding_offset_y);
+                static_cast<double>(edge.bot.x) + edge.dx * (static_cast<double>(current_y - edge.bot.y) + 0.5);
             T value = round_towards_max<T>(return_val);
             return value;
         }
@@ -296,8 +273,7 @@ void insert_hot_pixels_in_path(bound<T>& bnd,
             }
             auto first_itr = hot_pixel_rev_itr<T>(itr);
             bool add_end_point_itr = (y != end_pt.y || add_end_point);
-            hot_pixel_set_right_to_left(y, start_x, end_x, bnd, rings, first_itr, last_itr,
-                                        add_end_point_itr);
+            hot_pixel_set_right_to_left(y, start_x, end_x, bnd, rings, first_itr, last_itr, add_end_point_itr);
         }
     } else {
         for (; itr != rings.hot_pixels.end();) {
@@ -315,8 +291,7 @@ void insert_hot_pixels_in_path(bound<T>& bnd,
             }
             auto last_itr = itr;
             bool add_end_point_itr = (y != end_pt.y || add_end_point);
-            hot_pixel_set_left_to_right(y, start_x, end_x, bnd, rings, first_itr, last_itr,
-                                        add_end_point_itr);
+            hot_pixel_set_left_to_right(y, start_x, end_x, bnd, rings, first_itr, last_itr, add_end_point_itr);
         }
     }
     bnd.last_point = end_pt;
@@ -328,35 +303,20 @@ void add_to_hot_pixels(mapbox::geometry::point<T> const& pt, ring_manager<T>& ri
 }
 
 template <typename T>
-void add_first_point(active_bound_list_itr<T>& bnd,
+void add_first_point(bound<T>& bnd,
                      active_bound_list<T>& active_bounds,
                      mapbox::geometry::point<T> const& pt,
                      ring_manager<T>& rings) {
 
     ring_ptr<T> r = create_new_ring(rings);
-    (*bnd)->ring = r;
+    bnd.ring = r;
     r->points = create_new_point(r, pt, rings);
     set_hole_state(bnd, active_bounds, rings);
-    (*bnd)->last_point = pt;
+    bnd.last_point = pt;
 }
 
 template <typename T>
-void add_first_point(active_bound_list_rev_itr<T>& bnd,
-                     active_bound_list<T>& active_bounds,
-                     mapbox::geometry::point<T> const& pt,
-                     ring_manager<T>& rings) {
-    ring_ptr<T> r = create_new_ring(rings);
-    // no ring currently set!
-    (*bnd)->ring = r;
-    r->points = create_new_point(r, pt, rings);
-    set_hole_state(bnd, active_bounds, rings);
-    (*bnd)->last_point = pt;
-}
-
-template <typename T>
-void add_point_to_ring(bound<T>& bnd,
-                       mapbox::geometry::point<T> const& pt,
-                       ring_manager<T>& rings) {
+void add_point_to_ring(bound<T>& bnd, mapbox::geometry::point<T> const& pt, ring_manager<T>& rings) {
     assert(bnd.ring);
     // Handle hot pixels
     insert_hot_pixels_in_path(bnd, pt, rings, false);
@@ -377,64 +337,35 @@ void add_point_to_ring(bound<T>& bnd,
 }
 
 template <typename T>
-void add_point(active_bound_list_itr<T>& bnd,
+void add_point(bound<T>& bnd,
                active_bound_list<T>& active_bounds,
                mapbox::geometry::point<T> const& pt,
                ring_manager<T>& rings) {
-    if (!(*bnd)->ring) {
+    if (bnd.ring == nullptr) {
         add_first_point(bnd, active_bounds, pt, rings);
     } else {
-        add_point_to_ring(*(*bnd), pt, rings);
+        add_point_to_ring(bnd, pt, rings);
     }
 }
 
 template <typename T>
-void add_point(active_bound_list_rev_itr<T>& bnd,
-               active_bound_list<T>& active_bounds,
-               mapbox::geometry::point<T> const& pt,
-               ring_manager<T>& rings) {
-    if (!(*bnd)->ring) {
-        add_first_point(bnd, active_bounds, pt, rings);
-    } else {
-        add_point_to_ring(*(*bnd), pt, rings);
-    }
-}
-
-template <typename T>
-void add_local_minimum_point(active_bound_list_itr<T> b1,
-                             active_bound_list_itr<T> b2,
+void add_local_minimum_point(bound<T>& b1,
+                             bound<T>& b2,
                              active_bound_list<T>& active_bounds,
                              mapbox::geometry::point<T> const& pt,
                              ring_manager<T>& rings) {
-    active_bound_list_itr<T> b;
-    active_bound_list_rev_itr<T> prev_bound;
-    active_bound_list_rev_itr<T> prev_b1(b1);
-    active_bound_list_rev_itr<T> prev_b2(b2);
-    if (is_horizontal(*((*b2)->current_edge)) ||
-        ((*b1)->current_edge->dx > (*b2)->current_edge->dx)) {
+    if (is_horizontal(*b2.current_edge) || (b1.current_edge->dx > b2.current_edge->dx)) {
         add_point(b1, active_bounds, pt, rings);
-        (*b2)->last_point = pt;
-        (*b2)->ring = (*b1)->ring;
-        (*b1)->side = edge_left;
-        (*b2)->side = edge_right;
-        b = b1;
-        if (prev_b1 != active_bounds.rend() && std::prev(b) == b2) {
-            prev_bound = prev_b2;
-        } else {
-            prev_bound = prev_b1;
-        }
+        b2.last_point = pt;
+        b2.ring = b1.ring;
+        b1.side = edge_left;
+        b2.side = edge_right;
     } else {
         add_point(b2, active_bounds, pt, rings);
-        (*b1)->last_point = pt;
-        (*b1)->ring = (*b2)->ring;
-        (*b1)->side = edge_right;
-        (*b2)->side = edge_left;
-        b = b2;
-        if (prev_b2 != active_bounds.rend() && std::prev(b) == b1) {
-            prev_bound = prev_b1;
-        } else {
-            prev_bound = prev_b2;
-        }
+        b1.last_point = pt;
+        b1.ring = b2.ring;
+        b1.side = edge_right;
+        b2.side = edge_left;
     }
 }
 
@@ -443,7 +374,7 @@ inline double get_dx(point<T> const& pt1, point<T> const& pt2) {
     if (pt1.y == pt2.y) {
         return std::numeric_limits<double>::infinity();
     } else {
-        return static_cast<double>(pt2.x - pt2.x) / static_cast<double>(pt2.y - pt1.y);
+        return static_cast<double>(pt2.x - pt1.x) / static_cast<double>(pt2.y - pt1.y);
     }
 }
 
@@ -476,7 +407,8 @@ bool first_is_bottom_point(const_point_ptr<T> btmPt1, const_point_ptr<T> btmPt2)
     if (values_are_equal(std::max(dx1p, dx1n), std::max(dx2p, dx2n)) &&
         values_are_equal(std::min(dx1p, dx1n), std::min(dx2p, dx2n))) {
         std::size_t s = 0;
-        return area_from_point(btmPt1, s) > 0.0; // if otherwise identical use orientation
+        mapbox::geometry::box<T> bbox({ 0, 0 }, { 0, 0 });
+        return area_from_point(btmPt1, s, bbox) > 0.0; // if otherwise identical use orientation
     } else {
         return (greater_than_or_equal(dx1p, dx2p) && greater_than_or_equal(dx1p, dx2n)) ||
                (greater_than_or_equal(dx1n, dx2p) && greater_than_or_equal(dx1n, dx2n));
@@ -519,32 +451,32 @@ point_ptr<T> get_bottom_point(point_ptr<T> pp) {
 }
 
 template <typename T>
-ring_ptr<T> get_lower_most_ring(ring_ptr<T> outRec1, ring_ptr<T> outRec2) {
+ring_ptr<T> get_lower_most_ring(ring_ptr<T> ring1, ring_ptr<T> ring2) {
     // work out which polygon fragment has the correct hole state ...
-    if (!outRec1->bottom_point) {
-        outRec1->bottom_point = get_bottom_point(outRec1->points);
+    if (!ring1->bottom_point) {
+        ring1->bottom_point = get_bottom_point(ring1->points);
     }
-    if (!outRec2->bottom_point) {
-        outRec2->bottom_point = get_bottom_point(outRec2->points);
+    if (!ring2->bottom_point) {
+        ring2->bottom_point = get_bottom_point(ring2->points);
     }
-    point_ptr<T> OutPt1 = outRec1->bottom_point;
-    point_ptr<T> OutPt2 = outRec2->bottom_point;
-    if (OutPt1->y > OutPt2->y) {
-        return outRec1;
-    } else if (OutPt1->y < OutPt2->y) {
-        return outRec2;
-    } else if (OutPt1->x < OutPt2->x) {
-        return outRec1;
-    } else if (OutPt1->x > OutPt2->x) {
-        return outRec2;
-    } else if (OutPt1->next == OutPt1) {
-        return outRec2;
-    } else if (OutPt2->next == OutPt2) {
-        return outRec1;
-    } else if (first_is_bottom_point(OutPt1, OutPt2)) {
-        return outRec1;
+    point_ptr<T> pt1 = ring1->bottom_point;
+    point_ptr<T> pt2 = ring2->bottom_point;
+    if (pt1->y > pt2->y) {
+        return ring1;
+    } else if (pt1->y < pt2->y) {
+        return ring2;
+    } else if (pt1->x < pt2->x) {
+        return ring1;
+    } else if (pt1->x > pt2->x) {
+        return ring2;
+    } else if (pt1->next == pt1) {
+        return ring2;
+    } else if (pt2->next == pt2) {
+        return ring1;
+    } else if (first_is_bottom_point(pt1, pt2)) {
+        return ring1;
     } else {
-        return outRec2;
+        return ring2;
     }
 }
 
@@ -569,13 +501,10 @@ void update_points_ring(ring_ptr<T> ring) {
 }
 
 template <typename T>
-void append_ring(active_bound_list_itr<T>& b1,
-                 active_bound_list_itr<T>& b2,
-                 active_bound_list<T>& active_bounds,
-                 ring_manager<T>& manager) {
+void append_ring(bound<T>& b1, bound<T>& b2, active_bound_list<T>& active_bounds, ring_manager<T>& manager) {
     // get the start and ends of both output polygons ...
-    ring_ptr<T> outRec1 = (*b1)->ring;
-    ring_ptr<T> outRec2 = (*b2)->ring;
+    ring_ptr<T> outRec1 = b1.ring;
+    ring_ptr<T> outRec2 = b2.ring;
 
     ring_ptr<T> keep_ring;
     bound_ptr<T> keep_bound;
@@ -583,24 +512,24 @@ void append_ring(active_bound_list_itr<T>& b1,
     bound_ptr<T> remove_bound;
     if (ring1_child_below_ring2(outRec1, outRec2)) {
         keep_ring = outRec2;
-        keep_bound = *b2;
+        keep_bound = &b2;
         remove_ring = outRec1;
-        remove_bound = *b1;
+        remove_bound = &b1;
     } else if (ring1_child_below_ring2(outRec2, outRec1)) {
         keep_ring = outRec1;
-        keep_bound = *b1;
+        keep_bound = &b1;
         remove_ring = outRec2;
-        remove_bound = *b2;
+        remove_bound = &b2;
     } else if (outRec1 == get_lower_most_ring(outRec1, outRec2)) {
         keep_ring = outRec1;
-        keep_bound = *b1;
+        keep_bound = &b1;
         remove_ring = outRec2;
-        remove_bound = *b2;
+        remove_bound = &b2;
     } else {
         keep_ring = outRec2;
-        keep_bound = *b2;
+        keep_bound = &b2;
         remove_ring = outRec1;
-        remove_bound = *b1;
+        remove_bound = &b1;
     }
 
     // get the start and ends of both output polygons and
@@ -665,6 +594,9 @@ void append_ring(active_bound_list_itr<T>& b1,
     remove_bound->ring = nullptr;
 
     for (auto& b : active_bounds) {
+        if (b == nullptr) {
+            continue;
+        }
         if (b->ring == remove_ring) {
             b->ring = keep_ring;
             b->side = keep_bound->side;
@@ -674,18 +606,18 @@ void append_ring(active_bound_list_itr<T>& b1,
 }
 
 template <typename T>
-void add_local_maximum_point(active_bound_list_itr<T>& b1,
-                             active_bound_list_itr<T>& b2,
+void add_local_maximum_point(bound<T>& b1,
+                             bound<T>& b2,
                              mapbox::geometry::point<T> const& pt,
                              ring_manager<T>& rings,
                              active_bound_list<T>& active_bounds) {
-    insert_hot_pixels_in_path(*(*b2), pt, rings, false);
+    insert_hot_pixels_in_path(b2, pt, rings, false);
     add_point(b1, active_bounds, pt, rings);
-    if ((*b1)->ring == (*b2)->ring) {
-        (*b1)->ring = nullptr;
-        (*b2)->ring = nullptr;
+    if (b1.ring == b2.ring) {
+        b1.ring = nullptr;
+        b2.ring = nullptr;
         // I am not certain that order is important here?
-    } else if ((*b1)->ring->ring_index < (*b2)->ring->ring_index) {
+    } else if (b1.ring->ring_index < b2.ring->ring_index) {
         append_ring(b1, b2, active_bounds, rings);
     } else {
         append_ring(b2, b1, active_bounds, rings);
@@ -705,8 +637,7 @@ point_in_polygon_result point_in_polygon(point<T> const& pt, point_ptr<T> op) {
     point_ptr<T> startOp = op;
     do {
         if (op->next->y == pt.y) {
-            if ((op->next->x == pt.x) ||
-                (op->y == pt.y && ((op->next->x > pt.x) == (op->x < pt.x)))) {
+            if ((op->next->x == pt.x) || (op->y == pt.y && ((op->next->x > pt.x) == (op->x < pt.x)))) {
                 return point_on_polygon;
             }
         }
@@ -721,10 +652,8 @@ point_in_polygon_result point_in_polygon(point<T> const& pt, point_ptr<T> op) {
                         result = point_outside_polygon;
                     }
                 } else {
-                    double d =
-                        static_cast<double>(op->x - pt.x) *
-                            static_cast<double>(op->next->y - pt.y) -
-                        static_cast<double>(op->next->x - pt.x) * static_cast<double>(op->y - pt.y);
+                    double d = static_cast<double>(op->x - pt.x) * static_cast<double>(op->next->y - pt.y) -
+                               static_cast<double>(op->next->x - pt.x) * static_cast<double>(op->y - pt.y);
                     if (value_is_zero(d)) {
                         return point_on_polygon;
                     }
@@ -740,10 +669,8 @@ point_in_polygon_result point_in_polygon(point<T> const& pt, point_ptr<T> op) {
                 }
             } else {
                 if (op->next->x > pt.x) {
-                    double d =
-                        static_cast<double>(op->x - pt.x) *
-                            static_cast<double>(op->next->y - pt.y) -
-                        static_cast<double>(op->next->x - pt.x) * static_cast<double>(op->y - pt.y);
+                    double d = static_cast<double>(op->x - pt.x) * static_cast<double>(op->next->y - pt.y) -
+                               static_cast<double>(op->next->x - pt.x) * static_cast<double>(op->y - pt.y);
                     if (value_is_zero(d)) {
                         return point_on_polygon;
                     }
@@ -765,8 +692,7 @@ point_in_polygon_result point_in_polygon(point<T> const& pt, point_ptr<T> op) {
 }
 
 template <typename T>
-point_in_polygon_result point_in_polygon(mapbox::geometry::point<double> const& pt,
-                                         point_ptr<T> op) {
+point_in_polygon_result point_in_polygon(mapbox::geometry::point<double> const& pt, point_ptr<T> op) {
     // returns 0 if false, +1 if true, -1 if pt ON polygon boundary
     point_in_polygon_result result = point_outside_polygon;
     point_ptr<T> startOp = op;
@@ -792,12 +718,11 @@ point_in_polygon_result point_in_polygon(mapbox::geometry::point<double> const&
                         result = point_outside_polygon;
                     }
                 } else {
-                    double d =
-                        (op_x - pt.x) * (op_next_y - pt.y) - (op_next_x - pt.x) * (op_y - pt.y);
+                    double d = (op_x - pt.x) * (op_next_y - pt.y) - (op_next_x - pt.x) * (op_y - pt.y);
                     if (value_is_zero(d)) {
                         return point_on_polygon;
                     }
-                    if ((d > 0.0) == (op_next_y > op->y)) {
+                    if ((d > 0.0) == (op_next_y > op_y)) {
                         // Switch between point outside polygon and point inside
                         // polygon
                         if (result == point_outside_polygon) {
@@ -809,12 +734,11 @@ point_in_polygon_result point_in_polygon(mapbox::geometry::point<double> const&
                 }
             } else {
                 if (op_next_x > pt.x) {
-                    double d =
-                        (op_x - pt.x) * (op_next_y - pt.y) - (op_next_x - pt.x) * (op_y - pt.y);
+                    double d = (op_x - pt.x) * (op_next_y - pt.y) - (op_next_x - pt.x) * (op_y - pt.y);
                     if (value_is_zero(d)) {
                         return point_on_polygon;
                     }
-                    if ((d > 0.0) == (op_next_y > op->y)) {
+                    if ((d > 0.0) == (op_next_y > op_y)) {
                         // Switch between point outside polygon and point inside
                         // polygon
                         if (result == point_outside_polygon) {
@@ -831,47 +755,68 @@ point_in_polygon_result point_in_polygon(mapbox::geometry::point<double> const&
     return result;
 }
 
+template <typename T>
+bool is_convex(point_ptr<T> edge) {
+    point_ptr<T> prev = edge->prev;
+    point_ptr<T> next = edge->next;
+    T v1x = edge->x - prev->x;
+    T v1y = edge->y - prev->y;
+    T v2x = next->x - edge->x;
+    T v2y = next->y - edge->y;
+    T cross = v1x * v2y - v2x * v1y;
+    if (cross < 0 && edge->ring->area() > 0) {
+        return true;
+    } else if (cross > 0 && edge->ring->area() < 0) {
+        return true;
+    } else {
+        return false;
+    }
+}
+
+template <typename T>
+mapbox::geometry::point<double> centroid_of_points(point_ptr<T> edge) {
+    point_ptr<T> prev = edge->prev;
+    point_ptr<T> next = edge->next;
+    return { static_cast<double>(prev->x + edge->x + next->x) / 3.0,
+             static_cast<double>(prev->y + edge->y + next->y) / 3.0 };
+}
+
 template <typename T>
 point_in_polygon_result inside_or_outside_special(point_ptr<T> first_pt, point_ptr<T> other_poly) {
 
-    if (value_is_zero(area(first_pt->ring))) {
-        return point_inside_polygon;
-    }
-    if (value_is_zero(area(other_poly->ring))) {
-        return point_outside_polygon;
-    }
-    point_ptr<T> pt = first_pt;
+    // We are going to loop through all the points
+    // of the original triangle. The goal is to find a convex edge
+    // that with its next and previous forms a triangle with its centroid
+    // that is within the first ring. Then we will check the other polygon
+    // to see if it is within this polygon.
+    point_ptr<T> itr = first_pt;
     do {
-        if (*pt == *(pt->prev) || *pt == *(pt->next) || *(pt->next) == *(pt->prev) ||
-            slopes_equal(*(pt->prev), *pt, *(pt->next))) {
-            pt = pt->next;
-            continue;
-        }
-        double dx = ((pt->prev->x - pt->x) / 3.0) + ((pt->next->x - pt->x) / 3.0);
-        double dy = ((pt->prev->y - pt->y) / 3.0) + ((pt->next->y - pt->y) / 3.0);
-        mapbox::geometry::point<double> offset_pt(pt->x + dx, pt->y + dy);
-        point_in_polygon_result res = point_in_polygon(offset_pt, pt);
-        if (res != point_inside_polygon) {
-            offset_pt.x = pt->x - dx;
-            offset_pt.y = pt->y - dy;
-            res = point_in_polygon(offset_pt, pt);
-            if (res != point_inside_polygon) {
-                pt = pt->next;
-                continue;
+        if (is_convex(itr)) {
+            auto pt = centroid_of_points(itr);
+            if (point_inside_polygon == point_in_polygon(pt, first_pt)) {
+                return point_in_polygon(pt, other_poly);
             }
         }
-        res = point_in_polygon(offset_pt, other_poly);
-        if (res == point_on_polygon) {
-            pt = pt->next;
-            continue;
-        }
-        return res;
-    } while (pt != first_pt);
-    return point_inside_polygon;
+        itr = itr->next;
+    } while (itr != first_pt);
+
+    throw std::runtime_error("Could not find a point within the polygon to test");
+}
+
+template <typename T>
+bool box2_contains_box1(mapbox::geometry::box<T> const& box1, mapbox::geometry::box<T> const& box2) {
+    return (box2.max.x >= box1.max.x && box2.max.y >= box1.max.y && box2.min.x <= box1.min.x &&
+            box2.min.y <= box1.min.y);
 }
 
 template <typename T>
 bool poly2_contains_poly1(ring_ptr<T> ring1, ring_ptr<T> ring2) {
+    if (!box2_contains_box1(ring1->bbox, ring2->bbox)) {
+        return false;
+    }
+    if (std::fabs(ring2->area()) < std::fabs(ring1->area())) {
+        return false;
+    }
     point_ptr<T> outpt1 = ring1->points->next;
     point_ptr<T> outpt2 = ring2->points->next;
     point_ptr<T> op = outpt1;
@@ -886,21 +831,6 @@ bool poly2_contains_poly1(ring_ptr<T> ring1, ring_ptr<T> ring2) {
     point_in_polygon_result res = inside_or_outside_special(outpt1, outpt2);
     return res == point_inside_polygon;
 }
-
-template <typename T>
-void dispose_out_points(point_ptr<T>& pp) {
-    if (pp == nullptr) {
-        return;
-    }
-    pp->prev->next = nullptr;
-    while (pp) {
-        point_ptr<T> tmpPp = pp;
-        pp = pp->next;
-        tmpPp->next = tmpPp;
-        tmpPp->prev = tmpPp;
-        tmpPp->ring = nullptr;
-    }
-}
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/scanbeam.hpp

@@ -1,37 +1,45 @@
 #pragma once
 
-#include <queue>
-
 #include <mapbox/geometry/wagyu/config.hpp>
 #include <mapbox/geometry/wagyu/local_minimum.hpp>
 
+#include <algorithm>
+
 namespace mapbox {
 namespace geometry {
 namespace wagyu {
 
 template <typename T>
-using scanbeam_list = std::priority_queue<T>;
+using scanbeam_list = std::vector<T>;
+
+template <typename T>
+void insert_sorted_scanbeam(scanbeam_list<T>& scanbeam, T& t) {
+    typename scanbeam_list<T>::iterator i = std::lower_bound(scanbeam.begin(), scanbeam.end(), t);
+    if (i == scanbeam.end() || t < *i) {
+        scanbeam.insert(i, t);
+    }
+}
 
 template <typename T>
 bool pop_from_scanbeam(T& Y, scanbeam_list<T>& scanbeam) {
     if (scanbeam.empty()) {
         return false;
     }
-    Y = scanbeam.top();
-    scanbeam.pop();
-    while (!scanbeam.empty() && Y == scanbeam.top()) {
-        scanbeam.pop();
-    } // Pop duplicates.
+
+    Y = scanbeam.back();
+    scanbeam.pop_back();
     return true;
 }
 
 template <typename T>
 void setup_scanbeam(local_minimum_list<T>& minima_list, scanbeam_list<T>& scanbeam) {
 
+    scanbeam.reserve(minima_list.size());
     for (auto lm = minima_list.begin(); lm != minima_list.end(); ++lm) {
-        scanbeam.push(lm->y);
+        scanbeam.push_back(lm->y);
     }
+    std::sort(scanbeam.begin(), scanbeam.end());
 }
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/snap_rounding.hpp

@@ -2,6 +2,7 @@
 
 #include <mapbox/geometry/wagyu/active_bound_list.hpp>
 #include <mapbox/geometry/wagyu/bound.hpp>
+#include <mapbox/geometry/wagyu/bubble_sort.hpp>
 #include <mapbox/geometry/wagyu/config.hpp>
 #include <mapbox/geometry/wagyu/edge.hpp>
 #include <mapbox/geometry/wagyu/intersect.hpp>
@@ -15,93 +16,110 @@ namespace geometry {
 namespace wagyu {
 
 template <typename T>
-void process_hot_pixel_intersections(T top_y,
-                                     active_bound_list<T>& active_bounds,
-                                     ring_manager<T>& rings) {
+struct hp_intersection_swap {
+
+    ring_manager<T>& manager;
+
+    hp_intersection_swap(ring_manager<T>& m) : manager(m) {
+    }
+
+    void operator()(bound_ptr<T> const& b1, bound_ptr<T> const& b2) {
+        mapbox::geometry::point<double> pt;
+        if (!get_edge_intersection<T, double>(*(b1->current_edge), *(b2->current_edge), pt)) {
+            // LCOV_EXCL_START
+            throw std::runtime_error("Trying to find intersection of lines that do not intersect");
+            // LCOV_EXCL_END
+        }
+        add_to_hot_pixels(round_point<T>(pt), manager);
+    }
+};
+
+template <typename T>
+void process_hot_pixel_intersections(T top_y, active_bound_list<T>& active_bounds, ring_manager<T>& manager) {
     if (active_bounds.empty()) {
         return;
     }
-
     update_current_x(active_bounds, top_y);
-    // bubblesort ...
-    bool isModified;
-    do {
-        isModified = false;
-        auto bnd = active_bounds.begin();
-        auto bnd_next = std::next(bnd);
-        while (bnd_next != active_bounds.end()) {
-            if ((*bnd)->current_x > (*bnd_next)->current_x &&
-                !slopes_equal(*(*bnd)->current_edge, *(*bnd_next)->current_edge)) {
-                mapbox::geometry::point<double> pt;
-                if (!get_edge_intersection<T, double>(*((*bnd)->current_edge),
-                                                      *((*bnd_next)->current_edge), pt)) {
-                    // LCOV_EXCL_START
-                    throw std::runtime_error("Edges do not intersect!");
-                    // LCOV_EXCL_END
+    bubble_sort(active_bounds.begin(), active_bounds.end(), intersection_compare<T>(),
+                hp_intersection_swap<T>(manager));
+}
+
+template <typename T>
+bool horizontals_at_top_scanbeam(T top_y,
+                                 active_bound_list_itr<T>& bnd_curr,
+                                 active_bound_list<T>& active_bounds,
+                                 ring_manager<T>& manager) {
+    bool shifted = false;
+    auto& current_edge = (*bnd_curr)->current_edge;
+    (*bnd_curr)->current_x = static_cast<double>(current_edge->top.x);
+    if (current_edge->bot.x < current_edge->top.x) {
+        // left to right
+        auto bnd_next = std::next(bnd_curr);
+        while (bnd_next != active_bounds.end() &&
+               (*bnd_next == nullptr || (*bnd_next)->current_x < (*bnd_curr)->current_x)) {
+            if (*bnd_next != nullptr && (*bnd_next)->current_edge->top.y != top_y &&
+                (*bnd_next)->current_edge->bot.y != top_y) {
+                mapbox::geometry::point<T> pt(wround<T>((*bnd_next)->current_x), top_y);
+                add_to_hot_pixels(pt, manager);
+            }
+            std::iter_swap(bnd_curr, bnd_next);
+            ++bnd_curr;
+            ++bnd_next;
+            shifted = true;
+        }
+    } else {
+        // right to left
+        if (bnd_curr != active_bounds.begin()) {
+            auto bnd_prev = std::prev(bnd_curr);
+            while (bnd_curr != active_bounds.begin() &&
+                   (*bnd_prev == nullptr || (*bnd_prev)->current_x > (*bnd_curr)->current_x)) {
+                if (*bnd_prev != nullptr && (*bnd_prev)->current_edge->top.y != top_y &&
+                    (*bnd_prev)->current_edge->bot.y != top_y) {
+                    mapbox::geometry::point<T> pt(wround<T>((*bnd_prev)->current_x), top_y);
+                    add_to_hot_pixels(pt, manager);
+                }
+                std::iter_swap(bnd_curr, bnd_prev);
+                --bnd_curr;
+                if (bnd_curr != active_bounds.begin()) {
+                    --bnd_prev;
                 }
-                add_to_hot_pixels(round_point<T>(pt), rings);
-                swap_positions_in_ABL(bnd, bnd_next, active_bounds);
-                bnd_next = std::next(bnd);
-                isModified = true;
-            } else {
-                bnd = bnd_next;
-                ++bnd_next;
             }
         }
-    } while (isModified);
+    }
+    return shifted;
 }
 
 template <typename T>
 void process_hot_pixel_edges_at_top_of_scanbeam(T top_y,
                                                 scanbeam_list<T>& scanbeam,
                                                 active_bound_list<T>& active_bounds,
-                                                ring_manager<T>& rings) {
+                                                ring_manager<T>& manager) {
     for (auto bnd = active_bounds.begin(); bnd != active_bounds.end();) {
-        auto bnd_2 = std::next(bnd);
-        while ((*bnd)->current_edge != (*bnd)->edges.end() &&
-               (*bnd)->current_edge->top.y == top_y) {
-            add_to_hot_pixels((*bnd)->current_edge->top, rings);
-            if (current_edge_is_horizontal<T>(bnd)) {
-                (*bnd)->current_x = static_cast<double>((*bnd)->current_edge->top.x);
-                if ((*bnd)->current_edge->bot.x < (*bnd)->current_edge->top.x) {
-                    // left to right
-                    auto bnd_next = std::next(bnd);
-                    while (bnd_next != active_bounds.end() &&
-                           (*bnd_next)->current_x < (*bnd)->current_x) {
-                        if (std::llround((*bnd_next)->current_edge->top.y) != top_y &&
-                            std::llround((*bnd_next)->current_edge->bot.y) != top_y) {
-                            mapbox::geometry::point<T> pt(std::llround((*bnd_next)->current_x),
-                                                          top_y);
-                            add_to_hot_pixels(pt, rings);
-                        }
-                        swap_positions_in_ABL(bnd, bnd_next, active_bounds);
-                        bnd_next = std::next(bnd);
-                    }
-                } else {
-                    // right to left
-                    if (bnd != active_bounds.begin()) {
-                        auto bnd_prev = std::prev(bnd);
-                        while (bnd != active_bounds.begin() &&
-                               (*bnd_prev)->current_x > (*bnd)->current_x) {
-                            if (std::llround((*bnd_prev)->current_edge->top.y) != top_y &&
-                                std::llround((*bnd_prev)->current_edge->bot.y) != top_y) {
-                                mapbox::geometry::point<T> pt(std::llround((*bnd_prev)->current_x),
-                                                              top_y);
-                                add_to_hot_pixels(pt, rings);
-                            }
-                            swap_positions_in_ABL(bnd, bnd_prev, active_bounds);
-                            bnd_prev = std::prev(bnd);
-                        }
-                    }
+        if (*bnd == nullptr) {
+            ++bnd;
+            continue;
+        }
+        bound<T>& current_bound = *(*bnd);
+        auto bnd_curr = bnd;
+        bool shifted = false;
+        auto& current_edge = current_bound.current_edge;
+        while (current_edge != current_bound.edges.end() && current_edge->top.y == top_y) {
+            add_to_hot_pixels(current_edge->top, manager);
+            if (is_horizontal(*current_edge)) {
+                if (horizontals_at_top_scanbeam(top_y, bnd_curr, active_bounds, manager)) {
+                    shifted = true;
                 }
             }
-            next_edge_in_bound(bnd, scanbeam);
+            next_edge_in_bound(current_bound, scanbeam);
         }
-        if ((*bnd)->current_edge == (*bnd)->edges.end()) {
-            active_bounds.erase(bnd);
+        if (current_edge == current_bound.edges.end()) {
+            *bnd_curr = nullptr;
+        }
+        if (!shifted) {
+            ++bnd;
         }
-        bnd = bnd_2;
     }
+    active_bounds.erase(std::remove(active_bounds.begin(), active_bounds.end(), nullptr), active_bounds.end());
 }
 
 template <typename T>
@@ -109,30 +127,32 @@ void insert_local_minima_into_ABL_hot_pixel(T top_y,
                                             local_minimum_ptr_list<T>& minima_sorted,
                                             local_minimum_ptr_list_itr<T>& lm,
                                             active_bound_list<T>& active_bounds,
-                                            ring_manager<T>& rings,
+                                            ring_manager<T>& manager,
                                             scanbeam_list<T>& scanbeam) {
     while (lm != minima_sorted.end() && (*lm)->y == top_y) {
-        add_to_hot_pixels((*lm)->left_bound.edges.front().bot, rings);
+        add_to_hot_pixels((*lm)->left_bound.edges.front().bot, manager);
         auto& left_bound = (*lm)->left_bound;
-        left_bound.current_edge = left_bound.edges.begin();
-        left_bound.current_x = static_cast<double>(left_bound.current_edge->bot.x);
-        auto lb_abl_itr = insert_bound_into_ABL(left_bound, active_bounds);
-        if (!current_edge_is_horizontal<T>(lb_abl_itr)) {
-            scanbeam.push((*lb_abl_itr)->current_edge->top.y);
-        }
         auto& right_bound = (*lm)->right_bound;
+        left_bound.current_edge = left_bound.edges.begin();
+        left_bound.next_edge = std::next(left_bound.current_edge);
+        left_bound.current_x = static_cast<double>(left_bound.current_edge->bot.x);
         right_bound.current_edge = right_bound.edges.begin();
+        right_bound.next_edge = std::next(right_bound.current_edge);
         right_bound.current_x = static_cast<double>(right_bound.current_edge->bot.x);
-        auto rb_abl_itr = insert_bound_into_ABL(right_bound, lb_abl_itr, active_bounds);
+        auto lb_abl_itr = insert_bound_into_ABL(left_bound, right_bound, active_bounds);
+        if (!current_edge_is_horizontal<T>(lb_abl_itr)) {
+            insert_sorted_scanbeam(scanbeam, (*lb_abl_itr)->current_edge->top.y);
+        }
+        auto rb_abl_itr = std::next(lb_abl_itr);
         if (!current_edge_is_horizontal<T>(rb_abl_itr)) {
-            scanbeam.push((*rb_abl_itr)->current_edge->top.y);
+            insert_sorted_scanbeam(scanbeam, (*rb_abl_itr)->current_edge->top.y);
         }
         ++lm;
     }
 }
 
 template <typename T>
-void build_hot_pixels(local_minimum_list<T>& minima_list, ring_manager<T>& rings) {
+void build_hot_pixels(local_minimum_list<T>& minima_list, ring_manager<T>& manager) {
     active_bound_list<T> active_bounds;
     scanbeam_list<T> scanbeam;
     T scanline_y = std::numeric_limits<T>::max();
@@ -153,20 +173,19 @@ void build_hot_pixels(local_minimum_list<T>& minima_list, ring_manager<T>& rings
         reserve += lm.left_bound.edges.size() + 2;
         reserve += lm.right_bound.edges.size() + 2;
     }
-    rings.hot_pixels.reserve(reserve);
+    manager.hot_pixels.reserve(reserve);
 
     while (pop_from_scanbeam(scanline_y, scanbeam) || current_lm != minima_sorted.end()) {
 
-        process_hot_pixel_intersections(scanline_y, active_bounds, rings);
+        process_hot_pixel_intersections(scanline_y, active_bounds, manager);
 
-        insert_local_minima_into_ABL_hot_pixel(scanline_y, minima_sorted, current_lm, active_bounds,
-                                               rings, scanbeam);
+        insert_local_minima_into_ABL_hot_pixel(scanline_y, minima_sorted, current_lm, active_bounds, manager, scanbeam);
 
-        process_hot_pixel_edges_at_top_of_scanbeam(scanline_y, scanbeam, active_bounds, rings);
+        process_hot_pixel_edges_at_top_of_scanbeam(scanline_y, scanbeam, active_bounds, manager);
     }
-    preallocate_point_memory(rings, rings.hot_pixels.size());
-    sort_hot_pixels(rings);
-}
-}
-}
+    preallocate_point_memory(manager, manager.hot_pixels.size());
+    sort_hot_pixels(manager);
 }
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/util.hpp

@@ -4,6 +4,7 @@
 
 #include <mapbox/geometry/point.hpp>
 #include <mapbox/geometry/polygon.hpp>
+#include <mapbox/geometry/wagyu/almost_equal.hpp>
 #include <mapbox/geometry/wagyu/point.hpp>
 
 namespace mapbox {
@@ -30,41 +31,48 @@ double area(mapbox::geometry::linear_ring<T> const& poly) {
     return -a * 0.5;
 }
 
-inline bool value_is_zero(double val) {
-    return std::fabs(val) < std::numeric_limits<double>::epsilon();
-}
-
 inline bool values_are_equal(double x, double y) {
-    return value_is_zero(x - y);
+    return util::FloatingPoint<double>(x).AlmostEquals(util::FloatingPoint<double>(y));
 }
 
-inline bool values_near_equal(double x, double y) {
-    return std::fabs(x - y) < (5.0 * std::numeric_limits<double>::epsilon());
+inline bool value_is_zero(double val) {
+    return values_are_equal(val, static_cast<double>(0.0));
 }
 
 inline bool greater_than_or_equal(double x, double y) {
     return x > y || values_are_equal(x, y);
 }
 
+inline bool greater_than(double x, double y) {
+    return (!values_are_equal(x, y) && x > y);
+}
+
+inline bool less_than(double x, double y) {
+    return (!values_are_equal(x, y) && x < y);
+}
+
 template <typename T>
 bool slopes_equal(mapbox::geometry::point<T> const& pt1,
                   mapbox::geometry::point<T> const& pt2,
                   mapbox::geometry::point<T> const& pt3) {
-    return (pt1.y - pt2.y) * (pt2.x - pt3.x) == (pt1.x - pt2.x) * (pt2.y - pt3.y);
+    return static_cast<std::int64_t>(pt1.y - pt2.y) * static_cast<std::int64_t>(pt2.x - pt3.x) ==
+           static_cast<std::int64_t>(pt1.x - pt2.x) * static_cast<std::int64_t>(pt2.y - pt3.y);
 }
 
 template <typename T>
 bool slopes_equal(mapbox::geometry::wagyu::point<T> const& pt1,
                   mapbox::geometry::wagyu::point<T> const& pt2,
                   mapbox::geometry::point<T> const& pt3) {
-    return (pt1.y - pt2.y) * (pt2.x - pt3.x) == (pt1.x - pt2.x) * (pt2.y - pt3.y);
+    return static_cast<std::int64_t>(pt1.y - pt2.y) * static_cast<std::int64_t>(pt2.x - pt3.x) ==
+           static_cast<std::int64_t>(pt1.x - pt2.x) * static_cast<std::int64_t>(pt2.y - pt3.y);
 }
 
 template <typename T>
 bool slopes_equal(mapbox::geometry::wagyu::point<T> const& pt1,
                   mapbox::geometry::wagyu::point<T> const& pt2,
                   mapbox::geometry::wagyu::point<T> const& pt3) {
-    return (pt1.y - pt2.y) * (pt2.x - pt3.x) == (pt1.x - pt2.x) * (pt2.y - pt3.y);
+    return static_cast<std::int64_t>(pt1.y - pt2.y) * static_cast<std::int64_t>(pt2.x - pt3.x) ==
+           static_cast<std::int64_t>(pt1.x - pt2.x) * static_cast<std::int64_t>(pt2.y - pt3.y);
 }
 
 template <typename T>
@@ -72,8 +80,19 @@ bool slopes_equal(mapbox::geometry::point<T> const& pt1,
                   mapbox::geometry::point<T> const& pt2,
                   mapbox::geometry::point<T> const& pt3,
                   mapbox::geometry::point<T> const& pt4) {
-    return (pt1.y - pt2.y) * (pt3.x - pt4.x) == (pt1.x - pt2.x) * (pt3.y - pt4.y);
-}
+    return static_cast<std::int64_t>(pt1.y - pt2.y) * static_cast<std::int64_t>(pt3.x - pt4.x) ==
+           static_cast<std::int64_t>(pt1.x - pt2.x) * static_cast<std::int64_t>(pt3.y - pt4.y);
 }
+
+template <typename T>
+inline T wround(double value) {
+    return static_cast<T>(::llround(value));
 }
+
+template <>
+inline std::int64_t wround<std::int64_t>(double value) {
+    return ::llround(value);
 }
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/vatti.hpp

@@ -19,16 +19,11 @@ namespace geometry {
 namespace wagyu {
 
 template <typename T>
-bool execute_vatti(local_minimum_list<T>& minima_list,
-                   ring_manager<T>& rings,
+void execute_vatti(local_minimum_list<T>& minima_list,
+                   ring_manager<T>& manager,
                    clip_type cliptype,
                    fill_type subject_fill_type,
                    fill_type clip_fill_type) {
-
-    if (minima_list.empty()) {
-        return false;
-    }
-
     active_bound_list<T> active_bounds;
     scanbeam_list<T> scanbeam;
     T scanline_y = std::numeric_limits<T>::max();
@@ -43,32 +38,27 @@ bool execute_vatti(local_minimum_list<T>& minima_list,
     // std::clog << output_all_edges(minima_sorted) << std::endl;
 
     setup_scanbeam(minima_list, scanbeam);
-    rings.current_hp_itr = rings.hot_pixels.begin();
+    manager.current_hp_itr = manager.hot_pixels.begin();
 
     while (pop_from_scanbeam(scanline_y, scanbeam) || current_lm != minima_sorted.end()) {
 
-        process_intersections(scanline_y, active_bounds, cliptype, subject_fill_type,
-                              clip_fill_type, rings);
+        process_intersections(scanline_y, active_bounds, cliptype, subject_fill_type, clip_fill_type, manager);
 
-        update_current_hp_itr(scanline_y, rings);
+        update_current_hp_itr(scanline_y, manager);
 
         // First we process bounds that has already been added to the active bound list --
         // if the active bound list is empty local minima that are at this scanline_y and
         // have a horizontal edge at the local minima will be processed
-        process_edges_at_top_of_scanbeam(scanline_y, active_bounds, scanbeam, minima_sorted,
-                                         current_lm, rings, cliptype, subject_fill_type,
-                                         clip_fill_type);
+        process_edges_at_top_of_scanbeam(scanline_y, active_bounds, scanbeam, minima_sorted, current_lm, manager,
+                                         cliptype, subject_fill_type, clip_fill_type);
 
         // Next we will add local minima bounds to the active bounds list that are on the local
         // minima queue at
         // this current scanline_y
-        insert_local_minima_into_ABL(scanline_y, minima_sorted, current_lm, active_bounds, rings,
-                                     scanbeam, cliptype, subject_fill_type, clip_fill_type);
+        insert_local_minima_into_ABL(scanline_y, minima_sorted, current_lm, active_bounds, manager, scanbeam, cliptype,
+                                     subject_fill_type, clip_fill_type);
     }
-    // std::clog << rings.rings << std::endl;
-    // std::clog << output_as_polygon(rings.all_rings[0]);
-    return true;
-}
-}
-}
 }
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mapbox/geometry/wagyu/wagyu.hpp

@@ -10,13 +10,14 @@
 #include <mapbox/geometry/wagyu/build_local_minima_list.hpp>
 #include <mapbox/geometry/wagyu/build_result.hpp>
 #include <mapbox/geometry/wagyu/config.hpp>
+#include <mapbox/geometry/wagyu/interrupt.hpp>
 #include <mapbox/geometry/wagyu/local_minimum.hpp>
 #include <mapbox/geometry/wagyu/snap_rounding.hpp>
 #include <mapbox/geometry/wagyu/topology_correction.hpp>
 #include <mapbox/geometry/wagyu/vatti.hpp>
 
 #define WAGYU_MAJOR_VERSION 0
-#define WAGYU_MINOR_VERSION 3
+#define WAGYU_MINOR_VERSION 5
 #define WAGYU_PATCH_VERSION 0
 
 #define WAGYU_VERSION (WAGYU_MAJOR_VERSION * 100000) + (WAGYU_MINOR_VERSION * 100) + (WAGYU_PATCH_VERSION)
@@ -28,9 +29,7 @@ namespace wagyu {
 template <typename T>
 class wagyu {
 private:
-    using value_type = T;
-
-    local_minimum_list<value_type> minima_list;
+    local_minimum_list<T> minima_list;
     bool reverse_output;
 
     wagyu(wagyu const&) = delete;
@@ -44,13 +43,13 @@ public:
         clear();
     }
 
-    bool add_ring(mapbox::geometry::linear_ring<value_type> const& pg,
-                  polygon_type p_type = polygon_type_subject) {
+    template <typename T2>
+    bool add_ring(mapbox::geometry::linear_ring<T2> const& pg, polygon_type p_type = polygon_type_subject) {
         return add_linear_ring(pg, minima_list, p_type);
     }
 
-    bool add_polygon(mapbox::geometry::polygon<value_type> const& ppg,
-                     polygon_type p_type = polygon_type_subject) {
+    template <typename T2>
+    bool add_polygon(mapbox::geometry::polygon<T2> const& ppg, polygon_type p_type = polygon_type_subject) {
         bool result = false;
         for (auto const& r : ppg) {
             if (add_ring(r, p_type)) {
@@ -68,11 +67,11 @@ public:
         minima_list.clear();
     }
 
-    mapbox::geometry::box<value_type> get_bounds() {
-        mapbox::geometry::point<value_type> min = { 0, 0 };
-        mapbox::geometry::point<value_type> max = { 0, 0 };
+    mapbox::geometry::box<T> get_bounds() {
+        mapbox::geometry::point<T> min = { 0, 0 };
+        mapbox::geometry::point<T> max = { 0, 0 };
         if (minima_list.empty()) {
-            return mapbox::geometry::box<value_type>(min, max);
+            return mapbox::geometry::box<T>(min, max);
         }
         bool first_set = false;
         for (auto const& lm : minima_list) {
@@ -109,29 +108,38 @@ public:
                 }
             }
         }
-        return mapbox::geometry::box<value_type>(min, max);
+        return mapbox::geometry::box<T>(min, max);
     }
 
+    template <typename T2>
     bool execute(clip_type cliptype,
-                 mapbox::geometry::multi_polygon<value_type>& solution,
+                 mapbox::geometry::multi_polygon<T2>& solution,
                  fill_type subject_fill_type,
                  fill_type clip_fill_type) {
 
-        ring_manager<T> rings;
-
-        build_hot_pixels(minima_list, rings);
-
-        if (!execute_vatti(minima_list, rings, cliptype, subject_fill_type, clip_fill_type)) {
+        if (minima_list.empty()) {
             return false;
         }
 
-        do_simple_polygons(rings);
+        ring_manager<T> manager;
 
-        build_result(solution, rings, reverse_output);
+        interrupt_check(); // Check for interruptions
+
+        build_hot_pixels(minima_list, manager);
+
+        interrupt_check(); // Check for interruptions
+
+        execute_vatti(minima_list, manager, cliptype, subject_fill_type, clip_fill_type);
+
+        interrupt_check(); // Check for interruptions
+
+        correct_topology(manager);
+
+        build_result(solution, manager, reverse_output);
 
         return true;
     }
 };
-}
-}
-}
+} // namespace wagyu
+} // namespace geometry
+} // namespace mapbox

mbtiles.cpp

@@ -11,10 +11,17 @@
 #include <string>
 #include <set>
 #include <map>
+#include <sys/stat.h>
 #include "mvt.hpp"
 #include "mbtiles.hpp"
 #include "text.hpp"
 #include "milo/dtoa_milo.h"
+#include "write_json.hpp"
+#include "version.hpp"
+
+size_t max_tilestats_attributes = 1000;
+size_t max_tilestats_sample_values = 1000;
+size_t max_tilestats_values = 100;
 
 sqlite3 *mbtiles_open(char *dbname, char **argv, int forcetable) {
 	sqlite3 *outdb;
@@ -38,7 +45,8 @@ sqlite3 *mbtiles_open(char *dbname, char **argv, int forcetable) {
 		exit(EXIT_FAILURE);
 	}
 	if (sqlite3_exec(outdb, "CREATE TABLE metadata (name text, value text);", NULL, NULL, &err) != SQLITE_OK) {
-		fprintf(stderr, "%s: create metadata table: %s\n", argv[0], err);
+		fprintf(stderr, "%s: Tileset \"%s\" already exists. You can use --force if you want to delete the old tileset.\n", argv[0], dbname);
+		fprintf(stderr, "%s: %s\n", argv[0], err);
 		if (!forcetable) {
 			exit(EXIT_FAILURE);
 		}
@@ -86,38 +94,6 @@ void mbtiles_write_tile(sqlite3 *outdb, int z, int tx, int ty, const char *data,
 	}
 }
 
-static void quote(std::string &buf, std::string const &s) {
-	for (size_t i = 0; i < s.size(); i++) {
-		unsigned char ch = s[i];
-
-		if (ch == '\\' || ch == '\"') {
-			buf.push_back('\\');
-			buf.push_back(ch);
-		} else if (ch < ' ') {
-			char tmp[7];
-			sprintf(tmp, "\\u%04x", ch);
-			buf.append(std::string(tmp));
-		} else {
-			buf.push_back(ch);
-		}
-	}
-}
-
-void aprintf(std::string *buf, const char *format, ...) {
-	va_list ap;
-	char *tmp;
-
-	va_start(ap, format);
-	if (vasprintf(&tmp, format, ap) < 0) {
-		fprintf(stderr, "memory allocation failure\n");
-		exit(EXIT_FAILURE);
-	}
-	va_end(ap);
-
-	buf->append(tmp, strlen(tmp));
-	free(tmp);
-}
-
 bool type_and_string::operator<(const type_and_string &o) const {
 	if (string < o.string) {
 		return true;
@@ -138,36 +114,33 @@ bool type_and_string::operator!=(const type_and_string &o) const {
 	return false;
 }
 
-std::string tilestats(std::map<std::string, layermap_entry> const &layermap1, size_t elements) {
+void tilestats(std::map<std::string, layermap_entry> const &layermap1, size_t elements, json_writer &state) {
 	// Consolidate layers/attributes whose names are truncated
 	std::vector<std::map<std::string, layermap_entry>> lmv;
 	lmv.push_back(layermap1);
 	std::map<std::string, layermap_entry> layermap = merge_layermaps(lmv, true);
 
-	std::string out = "{\n";
+	state.json_write_hash();
 
-	out.append("\t\"layerCount\": ");
-	out.append(std::to_string(layermap.size()));
-	out.append(",\n");
+	state.nospace = true;
+	state.json_write_string("layerCount");
+	state.json_write_unsigned(layermap.size());
 
-	out.append("\t\"layers\": [\n");
+	state.nospace = true;
+	state.json_write_string("layers");
+	state.json_write_array();
 
-	bool first = true;
 	for (auto layer : layermap) {
-		if (!first) {
-			out.append(",\n");
-		}
-		first = false;
+		state.nospace = true;
+		state.json_write_hash();
 
-		out.append("\t\t{\n");
+		state.nospace = true;
+		state.json_write_string("layer");
+		state.json_write_string(layer.first);
 
-		out.append("\t\t\t\"layer\": \"");
-		quote(out, layer.first.c_str());
-		out.append("\",\n");
-
-		out.append("\t\t\t\"count\": ");
-		out.append(std::to_string(layer.second.points + layer.second.lines + layer.second.polygons));
-		out.append(",\n");
+		state.nospace = true;
+		state.json_write_string("count");
+		state.json_write_unsigned(layer.second.points + layer.second.lines + layer.second.polygons);
 
 		std::string geomtype = "Polygon";
 		if (layer.second.points >= layer.second.lines && layer.second.points >= layer.second.polygons) {
@@ -176,45 +149,46 @@ std::string tilestats(std::map<std::string, layermap_entry> const &layermap1, si
 			geomtype = "LineString";
 		}
 
-		out.append("\t\t\t\"geometry\": \"");
-		quote(out, geomtype.c_str());
-		out.append("\",\n");
+		state.nospace = true;
+		state.json_write_string("geometry");
+		state.json_write_string(geomtype);
 
 		size_t attrib_count = layer.second.file_keys.size();
-		if (attrib_count > 1000) {
-			attrib_count = 1000;
+		if (attrib_count > max_tilestats_attributes) {
+			attrib_count = max_tilestats_attributes;
 		}
 
-		out.append("\t\t\t\"attributeCount\": ");
-		out.append(std::to_string(attrib_count));
-		out.append(",\n");
+		state.nospace = true;
+		state.json_write_string("attributeCount");
+		state.json_write_unsigned(attrib_count);
 
-		out.append("\t\t\t\"attributes\": [\n");
+		state.nospace = true;
+		state.json_write_string("attributes");
+		state.nospace = true;
+		state.json_write_array();
 
 		size_t attrs = 0;
 		for (auto attribute : layer.second.file_keys) {
 			if (attrs == elements) {
 				break;
 			}
-			if (attrs != 0) {
-				out.append(",\n");
-			}
 			attrs++;
 
-			out.append("\t\t\t\t{\n");
+			state.nospace = true;
+			state.json_write_hash();
 
-			out.append("\t\t\t\t\t\"attribute\": \"");
-			quote(out, attribute.first.c_str());
-			out.append("\",\n");
+			state.nospace = true;
+			state.json_write_string("attribute");
+			state.json_write_string(attribute.first);
 
 			size_t val_count = attribute.second.sample_values.size();
-			if (val_count > 1000) {
-				val_count = 1000;
+			if (val_count > max_tilestats_sample_values) {
+				val_count = max_tilestats_sample_values;
 			}
 
-			out.append("\t\t\t\t\t\"count\": ");
-			out.append(std::to_string(val_count));
-			out.append(",\n");
+			state.nospace = true;
+			state.json_write_string("count");
+			state.json_write_unsigned(val_count);
 
 			int type = 0;
 			for (auto s : attribute.second.sample_values) {
@@ -233,11 +207,13 @@ std::string tilestats(std::map<std::string, layermap_entry> const &layermap1, si
 				type_str = "mixed";
 			}
 
-			out.append("\t\t\t\t\t\"type\": \"");
-			quote(out, type_str.c_str());
-			out.append("\",\n");
+			state.nospace = true;
+			state.json_write_string("type");
+			state.json_write_string(type_str);
 
-			out.append("\t\t\t\t\t\"values\": [\n");
+			state.nospace = true;
+			state.json_write_string("values");
+			state.json_write_array();
 
 			size_t vals = 0;
 			for (auto value : attribute.second.sample_values) {
@@ -245,68 +221,53 @@ std::string tilestats(std::map<std::string, layermap_entry> const &layermap1, si
 					break;
 				}
 
+				state.nospace = true;
+
 				if (value.type == mvt_double || value.type == mvt_bool) {
-					if (vals != 0) {
-						out.append(",\n");
-					}
 					vals++;
 
-					out.append("\t\t\t\t\t\t");
-					out.append(value.string);
+					state.json_write_stringified(value.string);
 				} else {
 					std::string trunc = truncate16(value.string, 256);
 
 					if (trunc.size() == value.string.size()) {
-						if (vals != 0) {
-							out.append(",\n");
-						}
 						vals++;
 
-						out.append("\t\t\t\t\t\t\"");
-						quote(out, value.string.c_str());
-						out.append("\"");
+						state.json_write_string(value.string);
 					}
 				}
 			}
 
-			out.append("\n");
-			out.append("\t\t\t\t\t]");
+			state.nospace = true;
+			state.json_end_array();
 
 			if ((type & (1 << mvt_double)) != 0) {
-				out.append(",\n");
+				state.nospace = true;
+				state.json_write_string("min");
+				state.json_write_number(attribute.second.min);
 
-				out.append("\t\t\t\t\t\"min\": ");
-				out.append(milo::dtoa_milo(attribute.second.min));
-				out.append(",\n");
-
-				out.append("\t\t\t\t\t\"max\": ");
-				out.append(milo::dtoa_milo(attribute.second.max));
+				state.nospace = true;
+				state.json_write_string("max");
+				state.json_write_number(attribute.second.max);
 			}
 
-			out.append("\n");
-			out.append("\t\t\t\t}");
+			state.nospace = true;
+			state.json_end_hash();
 		}
 
-		out.append("\n\t\t\t]\n");
-		out.append("\t\t}");
+		state.nospace = true;
+		state.json_end_array();
+		state.nospace = true;
+		state.json_end_hash();
 	}
 
-	out.append("\n");
-	out.append("\t]\n");
-	out.append("}");
-
-	std::string out2;
-
-	for (size_t i = 0; i < out.size(); i++) {
-		if (out[i] != '\t' && out[i] != '\n') {
-			out2.push_back(out[i]);
-		}
-	}
-
-	return out2;
+	state.nospace = true;
+	state.json_end_array();
+	state.nospace = true;
+	state.json_end_hash();
 }
 
-void mbtiles_write_metadata(sqlite3 *outdb, const char *outdir, const char *fname, int minzoom, int maxzoom, double minlat, double minlon, double maxlat, double maxlon, double midlat, double midlon, int forcetable, const char *attribution, std::map<std::string, layermap_entry> const &layermap, bool vector, const char *description, bool do_tilestats) {
+void mbtiles_write_metadata(sqlite3 *outdb, const char *outdir, const char *fname, int minzoom, int maxzoom, double minlat, double minlon, double maxlat, double maxlon, double midlat, double midlon, int forcetable, const char *attribution, std::map<std::string, layermap_entry> const &layermap, bool vector, const char *description, bool do_tilestats, std::map<std::string, std::string> const &attribute_descriptions, std::string const &program, std::string const &commandline) {
 	char *sql, *err;
 
 	sqlite3 *db = outdb;
@@ -413,13 +374,37 @@ void mbtiles_write_metadata(sqlite3 *outdb, const char *outdir, const char *fnam
 	}
 	sqlite3_free(sql);
 
+	std::string version = program + " " + VERSION;
+	sql = sqlite3_mprintf("INSERT INTO metadata (name, value) VALUES ('generator', %Q);", version.c_str());
+	if (sqlite3_exec(db, sql, NULL, NULL, &err) != SQLITE_OK) {
+		fprintf(stderr, "set version: %s\n", err);
+		if (!forcetable) {
+			exit(EXIT_FAILURE);
+		}
+	}
+	sqlite3_free(sql);
+
+	sql = sqlite3_mprintf("INSERT INTO metadata (name, value) VALUES ('generator_options', %Q);", commandline.c_str());
+	if (sqlite3_exec(db, sql, NULL, NULL, &err) != SQLITE_OK) {
+		fprintf(stderr, "set commandline: %s\n", err);
+		if (!forcetable) {
+			exit(EXIT_FAILURE);
+		}
+	}
+	sqlite3_free(sql);
+
 	if (vector) {
-		size_t elements = 100;
+		size_t elements = max_tilestats_values;
 		std::string buf;
 
 		{
-			buf = "{";
-			aprintf(&buf, "\"vector_layers\": [ ");
+			json_writer state(&buf);
+
+			state.json_write_hash();
+			state.nospace = true;
+
+			state.json_write_string("vector_layers");
+			state.json_write_array();
 
 			std::vector<std::string> lnames;
 			for (auto ai = layermap.begin(); ai != layermap.end(); ++ai) {
@@ -427,52 +412,69 @@ void mbtiles_write_metadata(sqlite3 *outdb, const char *outdir, const char *fnam
 			}
 
 			for (size_t i = 0; i < lnames.size(); i++) {
-				if (i != 0) {
-					aprintf(&buf, ", ");
-				}
-
 				auto fk = layermap.find(lnames[i]);
-				aprintf(&buf, "{ \"id\": \"");
-				quote(buf, lnames[i]);
-				aprintf(&buf, "\", \"description\": \"\", \"minzoom\": %d, \"maxzoom\": %d, \"fields\": {", fk->second.minzoom, fk->second.maxzoom);
+				state.json_write_hash();
+
+				state.json_write_string("id");
+				state.json_write_string(lnames[i]);
+
+				state.json_write_string("description");
+				state.json_write_string(fk->second.description);
+
+				state.json_write_string("minzoom");
+				state.json_write_signed(fk->second.minzoom);
+
+				state.json_write_string("maxzoom");
+				state.json_write_signed(fk->second.maxzoom);
+
+				state.json_write_string("fields");
+				state.json_write_hash();
+				state.nospace = true;
 
 				bool first = true;
 				for (auto j = fk->second.file_keys.begin(); j != fk->second.file_keys.end(); ++j) {
 					if (first) {
 						first = false;
-					} else {
-						aprintf(&buf, ", ");
 					}
 
-					aprintf(&buf, "\"");
-					quote(buf, j->first.c_str());
+					state.json_write_string(j->first);
 
-					int type = 0;
-					for (auto s : j->second.sample_values) {
-						type |= (1 << s.type);
-					}
+					auto f = attribute_descriptions.find(j->first);
+					if (f == attribute_descriptions.end()) {
+						int type = 0;
+						for (auto s : j->second.sample_values) {
+							type |= (1 << s.type);
+						}
 
-					if (type == (1 << mvt_double)) {
-						aprintf(&buf, "\": \"Number\"");
-					} else if (type == (1 << mvt_bool)) {
-						aprintf(&buf, "\": \"Boolean\"");
-					} else if (type == (1 << mvt_string)) {
-						aprintf(&buf, "\": \"String\"");
+						if (type == (1 << mvt_double)) {
+							state.json_write_string("Number");
+						} else if (type == (1 << mvt_bool)) {
+							state.json_write_string("Boolean");
+						} else if (type == (1 << mvt_string)) {
+							state.json_write_string("String");
+						} else {
+							state.json_write_string("Mixed");
+						}
 					} else {
-						aprintf(&buf, "\": \"Mixed\"");
+						state.json_write_string(f->second);
 					}
 				}
 
-				aprintf(&buf, "} }");
+				state.nospace = true;
+				state.json_end_hash();
+				state.json_end_hash();
 			}
 
-			aprintf(&buf, " ]");
+			state.json_end_array();
 
 			if (do_tilestats && elements > 0) {
-				aprintf(&buf, ",\"tilestats\": %s", tilestats(layermap, elements).c_str());
+				state.nospace = true;
+				state.json_write_string("tilestats");
+				tilestats(layermap, elements, state);
 			}
 
-			aprintf(&buf, "}");
+			state.nospace = true;
+			state.json_end_hash();
 		}
 
 		sql = sqlite3_mprintf("INSERT INTO metadata (name, value) VALUES ('json', %Q);", buf.c_str());
@@ -487,34 +489,46 @@ void mbtiles_write_metadata(sqlite3 *outdb, const char *outdir, const char *fnam
 
 	if (outdir != NULL) {
 		std::string metadata = std::string(outdir) + "/metadata.json";
-		FILE *fp = fopen(metadata.c_str(), "w");
-		if (fp == NULL) {
-			perror(metadata.c_str());
-			exit(EXIT_FAILURE);
-		}
 
-		fprintf(fp, "{\n");
-
-		sqlite3_stmt *stmt;
-		bool first = true;
-		if (sqlite3_prepare_v2(db, "SELECT name, value from metadata;", -1, &stmt, NULL) == SQLITE_OK) {
-			while (sqlite3_step(stmt) == SQLITE_ROW) {
-				std::string key, value;
-
-				quote(key, (const char *) sqlite3_column_text(stmt, 0));
-				quote(value, (const char *) sqlite3_column_text(stmt, 1));
-
-				if (!first) {
-					fprintf(fp, ",\n");
-				}
-				fprintf(fp, "    \"%s\": \"%s\"", key.c_str(), value.c_str());
-				first = false;
+		struct stat st;
+		if (stat(metadata.c_str(), &st) == 0) {
+			// Leave existing metadata in place with --allow-existing
+		} else {
+			FILE *fp = fopen(metadata.c_str(), "w");
+			if (fp == NULL) {
+				perror(metadata.c_str());
+				exit(EXIT_FAILURE);
 			}
-			sqlite3_finalize(stmt);
-		}
 
-		fprintf(fp, "\n}\n");
-		fclose(fp);
+			json_writer state(fp);
+
+			state.json_write_hash();
+			state.json_write_newline();
+
+			sqlite3_stmt *stmt;
+			if (sqlite3_prepare_v2(db, "SELECT name, value from metadata;", -1, &stmt, NULL) == SQLITE_OK) {
+				while (sqlite3_step(stmt) == SQLITE_ROW) {
+					std::string key, value;
+
+					const char *k = (const char *) sqlite3_column_text(stmt, 0);
+					const char *v = (const char *) sqlite3_column_text(stmt, 1);
+					if (k == NULL || v == NULL) {
+						fprintf(stderr, "Corrupt mbtiles file: null metadata\n");
+						exit(EXIT_FAILURE);
+					}
+
+					state.json_comma_newline();
+					state.json_write_string(k);
+					state.json_write_string(v);
+				}
+				sqlite3_finalize(stmt);
+			}
+
+			state.json_write_newline();
+			state.json_end_hash();
+			state.json_write_newline();
+			fclose(fp);
+		}
 	}
 
 	if (outdb == NULL) {
@@ -547,7 +561,7 @@ std::map<std::string, layermap_entry> merge_layermaps(std::vector<std::map<std::
 
 	for (size_t i = 0; i < maps.size(); i++) {
 		for (auto map = maps[i].begin(); map != maps[i].end(); ++map) {
-			if (map->second.points + map->second.lines + map->second.polygons == 0) {
+			if (map->second.points + map->second.lines + map->second.polygons + map->second.retain == 0) {
 				continue;
 			}
 
@@ -561,6 +575,7 @@ std::map<std::string, layermap_entry> merge_layermaps(std::vector<std::map<std::
 				auto out_entry = out.find(layername);
 				out_entry->second.minzoom = map->second.minzoom;
 				out_entry->second.maxzoom = map->second.maxzoom;
+				out_entry->second.description = map->second.description;
 			}
 
 			auto out_entry = out.find(layername);
@@ -585,7 +600,7 @@ std::map<std::string, layermap_entry> merge_layermaps(std::vector<std::map<std::
 						if (pt == fk2->second.sample_values.end() || *pt != val) {  // not found
 							fk2->second.sample_values.insert(pt, val);
 
-							if (fk2->second.sample_values.size() > 1000) {
+							if (fk2->second.sample_values.size() > max_tilestats_sample_values) {
 								fk2->second.sample_values.pop_back();
 							}
 						}
@@ -619,6 +634,10 @@ std::map<std::string, layermap_entry> merge_layermaps(std::vector<std::map<std::
 }
 
 void add_to_file_keys(std::map<std::string, type_and_string_stats> &file_keys, std::string const &attrib, type_and_string const &val) {
+	if (val.type == mvt_null) {
+		return;
+	}
+
 	auto fka = file_keys.find(attrib);
 	if (fka == file_keys.end()) {
 		file_keys.insert(std::pair<std::string, type_and_string_stats>(attrib, type_and_string_stats()));
@@ -645,7 +664,7 @@ void add_to_file_keys(std::map<std::string, type_and_string_stats> &file_keys, s
 	if (pt == fka->second.sample_values.end() || *pt != val) {  // not found
 		fka->second.sample_values.insert(pt, val);
 
-		if (fka->second.sample_values.size() > 1000) {
+		if (fka->second.sample_values.size() > max_tilestats_sample_values) {
 			fka->second.sample_values.pop_back();
 		}
 	}

mbtiles.hpp

@@ -5,30 +5,36 @@
 #include <map>
 #include "mvt.hpp"
 
+extern size_t max_tilestats_attributes;
+extern size_t max_tilestats_sample_values;
+extern size_t max_tilestats_values;
+
 struct type_and_string {
-	int type;
-	std::string string;
+	int type = 0;
+	std::string string = "";
 
 	bool operator<(const type_and_string &o) const;
 	bool operator!=(const type_and_string &o) const;
 };
 
 struct type_and_string_stats {
-	std::vector<type_and_string> sample_values;  // sorted
+	std::vector<type_and_string> sample_values = std::vector<type_and_string>();  // sorted
 	double min = INFINITY;
 	double max = -INFINITY;
 	int type = 0;
 };
 
 struct layermap_entry {
-	size_t id;
-	std::map<std::string, type_and_string_stats> file_keys;
-	int minzoom;
-	int maxzoom;
+	size_t id = 0;
+	std::map<std::string, type_and_string_stats> file_keys{};
+	int minzoom = 0;
+	int maxzoom = 0;
+	std::string description = "";
 
 	size_t points = 0;
 	size_t lines = 0;
 	size_t polygons = 0;
+	size_t retain = 0;  // keep for tilestats, even if no features directly here
 
 	layermap_entry(size_t _id) {
 		id = _id;
@@ -39,12 +45,10 @@ sqlite3 *mbtiles_open(char *dbname, char **argv, int forcetable);
 
 void mbtiles_write_tile(sqlite3 *outdb, int z, int tx, int ty, const char *data, int size);
 
-void mbtiles_write_metadata(sqlite3 *outdb, const char *outdir, const char *fname, int minzoom, int maxzoom, double minlat, double minlon, double maxlat, double maxlon, double midlat, double midlon, int forcetable, const char *attribution, std::map<std::string, layermap_entry> const &layermap, bool vector, const char *description, bool do_tilestats);
+void mbtiles_write_metadata(sqlite3 *outdb, const char *outdir, const char *fname, int minzoom, int maxzoom, double minlat, double minlon, double maxlat, double maxlon, double midlat, double midlon, int forcetable, const char *attribution, std::map<std::string, layermap_entry> const &layermap, bool vector, const char *description, bool do_tilestats, std::map<std::string, std::string> const &attribute_descriptions, std::string const &program, std::string const &commandline);
 
 void mbtiles_close(sqlite3 *outdb, const char *pgm);
 
-void aprintf(std::string *buf, const char *format, ...);
-
 std::map<std::string, layermap_entry> merge_layermaps(std::vector<std::map<std::string, layermap_entry> > const &maps);
 std::map<std::string, layermap_entry> merge_layermaps(std::vector<std::map<std::string, layermap_entry> > const &maps, bool trunc);
 

memfile.hpp

@@ -1,12 +1,18 @@
 #ifndef MEMFILE_HPP
 #define MEMFILE_HPP
 
+#include <atomic>
+
 struct memfile {
-	int fd;
-	char *map;
-	long long len;
-	long long off;
-	unsigned long tree;
+	int fd = 0;
+	char *map = NULL;
+	std::atomic<long long> len;
+	long long off = 0;
+	unsigned long tree = 0;
+
+	memfile()
+	    : len(0) {
+	}
 };
 
 struct memfile *memfile_open(int fd);

milo/dtoa_milo.h

@@ -284,7 +284,8 @@ inline void DigitGen(const DiyFp& W, const DiyFp& Mp, uint64_t delta, std::strin
 		kappa--;
 		if (p2 < delta) {
 			*K += kappa;
-			GrisuRound(buffer, *len, delta, p2, one.f, wp_w.f * kPow10[-kappa]);
+			int index = -static_cast<int>(kappa);
+			GrisuRound(buffer, *len, delta, p2, one.f, wp_w.f * (index < 9 ? kPow10[-static_cast<int>(kappa)] : 0));
 			return;
 		}
 	}

mvt.cpp

@@ -6,6 +6,7 @@
 #include <zlib.h>
 #include <errno.h>
 #include <limits.h>
+#include <ctype.h>
 #include "mvt.hpp"
 #include "geometry.hpp"
 #include "protozero/varint.hpp"
@@ -33,25 +34,49 @@ int decompress(std::string const &input, std::string &output) {
 	inflate_s.avail_in = 0;
 	inflate_s.next_in = Z_NULL;
 	if (inflateInit2(&inflate_s, 32 + 15) != Z_OK) {
-		fprintf(stderr, "error: %s\n", inflate_s.msg);
+		fprintf(stderr, "Decompression error: %s\n", inflate_s.msg);
 	}
 	inflate_s.next_in = (Bytef *) input.data();
 	inflate_s.avail_in = input.size();
-	size_t length = 0;
-	do {
-		output.resize(length + 2 * input.size());
-		inflate_s.avail_out = 2 * input.size();
-		inflate_s.next_out = (Bytef *) (output.data() + length);
-		int ret = inflate(&inflate_s, Z_FINISH);
-		if (ret != Z_STREAM_END && ret != Z_OK && ret != Z_BUF_ERROR) {
-			fprintf(stderr, "error: %s\n", inflate_s.msg);
+	inflate_s.next_out = (Bytef *) output.data();
+	inflate_s.avail_out = output.size();
+
+	while (true) {
+		size_t existing_output = inflate_s.next_out - (Bytef *) output.data();
+
+		output.resize(existing_output + 2 * inflate_s.avail_in + 100);
+		inflate_s.next_out = (Bytef *) output.data() + existing_output;
+		inflate_s.avail_out = output.size() - existing_output;
+
+		int ret = inflate(&inflate_s, 0);
+		if (ret < 0) {
+			fprintf(stderr, "Decompression error: ");
+			if (ret == Z_DATA_ERROR) {
+				fprintf(stderr, "data error");
+			}
+			if (ret == Z_STREAM_ERROR) {
+				fprintf(stderr, "stream error");
+			}
+			if (ret == Z_MEM_ERROR) {
+				fprintf(stderr, "out of memory");
+			}
+			if (ret == Z_BUF_ERROR) {
+				fprintf(stderr, "no data in buffer");
+			}
+			fprintf(stderr, "\n");
 			return 0;
 		}
 
-		length += (2 * input.size() - inflate_s.avail_out);
-	} while (inflate_s.avail_out == 0);
+		if (ret == Z_STREAM_END) {
+			break;
+		}
+
+		// ret must be Z_OK or Z_NEED_DICT;
+		// continue decompresing
+	}
+
+	output.resize(inflate_s.next_out - (Bytef *) output.data());
 	inflateEnd(&inflate_s);
-	output.resize(length);
 	return 1;
 }
 
@@ -89,7 +114,9 @@ bool mvt_tile::decode(std::string &message, bool &was_compressed) {
 
 	if (is_compressed(message)) {
 		std::string uncompressed;
-		decompress(message, uncompressed);
+		if (decompress(message, uncompressed) == 0) {
+			exit(EXIT_FAILURE);
+		}
 		src = uncompressed;
 		was_compressed = true;
 	} else {
@@ -121,6 +148,9 @@ bool mvt_tile::decode(std::string &message, bool &was_compressed) {
 					protozero::pbf_reader value_reader(layer_reader.get_message());
 					mvt_value value;
 
+					value.type = mvt_null;
+					value.numeric_value.null_value = 0;
+
 					while (value_reader.next()) {
 						switch (value_reader.tag()) {
 						case 1: /* string */
@@ -302,6 +332,12 @@ std::string mvt_tile::encode() {
 				value_writer.add_sint64(6, pbv.numeric_value.sint_value);
 			} else if (pbv.type == mvt_bool) {
 				value_writer.add_bool(7, pbv.numeric_value.bool_value);
+			} else if (pbv.type == mvt_null) {
+				fprintf(stderr, "Internal error: trying to write null attribute to tile\n");
+				exit(EXIT_FAILURE);
+			} else {
+				fprintf(stderr, "Internal error: trying to write undefined attribute type to tile\n");
+				exit(EXIT_FAILURE);
 			}
 
 			layer_writer.add_message(4, value_string);
@@ -320,7 +356,7 @@ std::string mvt_tile::encode() {
 
 			std::vector<uint32_t> geometry;
 
-			int px = 0, py = 0;
+			long long px = 0, py = 0;
 			int cmd_idx = -1;
 			int cmd = -1;
 			int length = 0;
@@ -345,8 +381,13 @@ std::string mvt_tile::encode() {
 					long long wwx = geom[g].x;
 					long long wwy = geom[g].y;
 
-					int dx = wwx - px;
-					int dy = wwy - py;
+					long long dx = wwx - px;
+					long long dy = wwy - py;
+
+					if (dx < INT_MIN || dx > INT_MAX || dy < INT_MIN || dy > INT_MAX) {
+						fprintf(stderr, "Internal error: Geometry delta is too big: %lld,%lld\n", dx, dy);
+						exit(EXIT_FAILURE);
+					}
 
 					geometry.push_back(protozero::encode_zigzag32(dx));
 					geometry.push_back(protozero::encode_zigzag32(dy));
@@ -387,7 +428,8 @@ bool mvt_value::operator<(const mvt_value &o) const {
 		    (type == mvt_int && numeric_value.int_value < o.numeric_value.int_value) ||
 		    (type == mvt_uint && numeric_value.uint_value < o.numeric_value.uint_value) ||
 		    (type == mvt_sint && numeric_value.sint_value < o.numeric_value.sint_value) ||
-		    (type == mvt_bool && numeric_value.bool_value < o.numeric_value.bool_value)) {
+		    (type == mvt_bool && numeric_value.bool_value < o.numeric_value.bool_value) ||
+		    (type == mvt_null && numeric_value.null_value < o.numeric_value.null_value)) {
 			return true;
 		}
 	}
@@ -420,7 +462,7 @@ std::string mvt_value::toString() {
 	if (type == mvt_string) {
 		return quote(string_value);
 	} else if (type == mvt_int) {
-		return std::to_string((long long) numeric_value.int_value);
+		return std::to_string(numeric_value.int_value);
 	} else if (type == mvt_double) {
 		double v = numeric_value.double_value;
 		if (v == (long long) v) {
@@ -436,11 +478,13 @@ std::string mvt_value::toString() {
 			return milo::dtoa_milo(v);
 		}
 	} else if (type == mvt_sint) {
-		return std::to_string((long long) numeric_value.sint_value);
+		return std::to_string(numeric_value.sint_value);
 	} else if (type == mvt_uint) {
-		return std::to_string((long long) numeric_value.uint_value);
+		return std::to_string(numeric_value.uint_value);
 	} else if (type == mvt_bool) {
 		return numeric_value.bool_value ? "true" : "false";
+	} else if (type == mvt_null) {
+		return "null";
 	} else {
 		return "unknown";
 	}
@@ -472,7 +516,7 @@ void mvt_layer::tag(mvt_feature &feature, std::string key, mvt_value value) {
 	feature.tags.push_back(vo);
 }
 
-static int is_integer(const char *s, long long *v) {
+bool is_integer(const char *s, long long *v) {
 	errno = 0;
 	char *endptr;
 
@@ -480,7 +524,47 @@ static int is_integer(const char *s, long long *v) {
 	if (*v == 0 && errno != 0) {
 		return 0;
 	}
-	if ((*v == LLONG_MIN || *v == LLONG_MAX) && (errno == ERANGE)) {
+	if ((*v == LLONG_MIN || *v == LLONG_MAX) && (errno == ERANGE || errno == EINVAL)) {
+		return 0;
+	}
+	if (*endptr != '\0') {
+		// Special case: If it is an integer followed by .0000 or similar,
+		// it is still an integer
+
+		if (*endptr != '.') {
+			return 0;
+		}
+		endptr++;
+		for (; *endptr != '\0'; endptr++) {
+			if (*endptr != '0') {
+				return 0;
+			}
+		}
+
+		return 1;
+	}
+
+	return 1;
+}
+
+bool is_unsigned_integer(const char *s, unsigned long long *v) {
+	errno = 0;
+	char *endptr;
+
+	// Special check because MacOS stroull() returns 1
+	// for -18446744073709551615
+	while (isspace(*s)) {
+		s++;
+	}
+	if (*s == '-') {
+		return 0;
+	}
+
+	*v = strtoull(s, &endptr, 0);
+	if (*v == 0 && errno != 0) {
+		return 0;
+	}
+	if ((*v == ULLONG_MAX) && (errno == ERANGE || errno == EINVAL)) {
 		return 0;
 	}
 	if (*endptr != '\0') {
@@ -508,23 +592,41 @@ mvt_value stringified_to_mvt_value(int type, const char *s) {
 
 	if (type == mvt_double) {
 		long long v;
-		if (is_integer(s, &v)) {
-			if (v >= 0) {
+		unsigned long long uv;
+		if (is_unsigned_integer(s, &uv)) {
+			if (uv <= LLONG_MAX) {
 				tv.type = mvt_int;
-				tv.numeric_value.int_value = v;
+				tv.numeric_value.int_value = uv;
 			} else {
-				tv.type = mvt_sint;
-				tv.numeric_value.sint_value = v;
+				tv.type = mvt_uint;
+				tv.numeric_value.uint_value = uv;
 			}
+		} else if (is_integer(s, &v)) {
+			tv.type = mvt_sint;
+			tv.numeric_value.sint_value = v;
 		} else {
-			double d = atof(s);
+			errno = 0;
+			char *endptr;
 
-			if (d == (float) d) {
-				tv.type = mvt_float;
-				tv.numeric_value.float_value = d;
-			} else {
+			float f = strtof(s, &endptr);
+
+			if (endptr == s || ((f == HUGE_VAL || f == HUGE_VALF || f == HUGE_VALL) && errno == ERANGE)) {
+				double d = strtod(s, &endptr);
+				if (endptr == s || ((d == HUGE_VAL || d == HUGE_VALF || d == HUGE_VALL) && errno == ERANGE)) {
+					fprintf(stderr, "Warning: numeric value %s could not be represented\n", s);
+				}
 				tv.type = mvt_double;
 				tv.numeric_value.double_value = d;
+			} else {
+				double d = atof(s);
+				if (f == d) {
+					tv.type = mvt_float;
+					tv.numeric_value.float_value = f;
+				} else {
+					// Conversion succeeded, but lost precision, so use double
+					tv.type = mvt_double;
+					tv.numeric_value.double_value = d;
+				}
 			}
 		}
 	} else if (type == mvt_bool) {
@@ -532,6 +634,7 @@ mvt_value stringified_to_mvt_value(int type, const char *s) {
 		tv.numeric_value.bool_value = (s[0] == 't');
 	} else if (type == mvt_null) {
 		tv.type = mvt_null;
+		tv.numeric_value.null_value = 0;
 	} else {
 		tv.type = mvt_string;
 		tv.string_value = s;

mvt.hpp

@@ -17,9 +17,9 @@ enum mvt_operation {
 };
 
 struct mvt_geometry {
-	long long x;
-	long long y;
-	int /* mvt_operation */ op;
+	long long x = 0;
+	long long y = 0;
+	int /* mvt_operation */ op = 0;
 
 	mvt_geometry(int op, long long x, long long y);
 
@@ -43,11 +43,12 @@ enum mvt_geometry_type {
 };
 
 struct mvt_feature {
-	std::vector<unsigned> tags;
-	std::vector<mvt_geometry> geometry;
-	int /* mvt_geometry_type */ type;
-	unsigned long long id;
-	bool has_id;
+	std::vector<unsigned> tags{};
+	std::vector<mvt_geometry> geometry{};
+	int /* mvt_geometry_type */ type = 0;
+	unsigned long long id = 0;
+	bool has_id = false;
+	bool dropped = false;
 
 	mvt_feature() {
 		has_id = false;
@@ -76,30 +77,37 @@ struct mvt_value {
 		unsigned long long uint_value;
 		long long sint_value;
 		bool bool_value;
+		int null_value;
 	} numeric_value;
 
 	bool operator<(const mvt_value &o) const;
 	std::string toString();
+
+	mvt_value() {
+		this->type = mvt_double;
+		this->string_value = "";
+		this->numeric_value.double_value = 0;
+	}
 };
 
 struct mvt_layer {
-	int version;
-	std::string name;
-	std::vector<mvt_feature> features;
-	std::vector<std::string> keys;
-	std::vector<mvt_value> values;
-	long long extent;
+	int version = 0;
+	std::string name = "";
+	std::vector<mvt_feature> features{};
+	std::vector<std::string> keys{};
+	std::vector<mvt_value> values{};
+	long long extent = 0;
 
 	// Add a key-value pair to a feature, using this layer's constant pool
 	void tag(mvt_feature &feature, std::string key, mvt_value value);
 
 	// For tracking the key-value constants already used in this layer
-	std::map<std::string, size_t> key_map;
-	std::map<mvt_value, size_t> value_map;
+	std::map<std::string, size_t> key_map{};
+	std::map<mvt_value, size_t> value_map{};
 };
 
 struct mvt_tile {
-	std::vector<mvt_layer> layers;
+	std::vector<mvt_layer> layers{};
 
 	std::string encode();
 	bool decode(std::string &message, bool &was_compressed);
@@ -111,4 +119,7 @@ int compress(std::string const &input, std::string &output);
 int dezig(unsigned n);
 
 mvt_value stringified_to_mvt_value(int type, const char *s);
+
+bool is_integer(const char *s, long long *v);
+bool is_unsigned_integer(const char *s, unsigned long long *v);
 #endif

options.hpp

@@ -5,7 +5,7 @@
 #define A_REVERSE ((int) 'r')
 #define A_REORDER ((int) 'o')
 #define A_LINE_DROP ((int) 'l')
-#define A_DEBUG_POLYGON ((int) 'D')
+#define A_DEBUG_POLYGON ((int) '@')
 #define A_POLYGON_DROP ((int) 'p')
 #define A_DETECT_SHARED_BORDERS ((int) 'b')
 #define A_PREFER_RADIX_SORT ((int) 'R')
@@ -15,12 +15,20 @@
 #define A_DROP_DENSEST_AS_NEEDED ((int) 's')
 #define A_DROP_FRACTION_AS_NEEDED ((int) 'd')
 #define A_DROP_SMALLEST_AS_NEEDED ((int) 'n')
+#define A_COALESCE_DENSEST_AS_NEEDED ((int) 'S')
+#define A_COALESCE_SMALLEST_AS_NEEDED ((int) 'N')
+#define A_COALESCE_FRACTION_AS_NEEDED ((int) 'D')
 #define A_GRID_LOW_ZOOMS ((int) 'L')
 #define A_DETECT_WRAPAROUND ((int) 'w')
 #define A_EXTEND_ZOOMS ((int) 'e')
+#define A_CLUSTER_DENSEST_AS_NEEDED ((int) 'C')
+#define A_GENERATE_IDS ((int) 'i')
+#define A_CONVERT_NUMERIC_IDS ((int) 'I')
+#define A_HILBERT ((int) 'h')
 
 #define P_SIMPLIFY ((int) 's')
 #define P_SIMPLIFY_LOW ((int) 'S')
+#define P_SIMPLIFY_SHARED_NODES ((int) 'n')
 #define P_FEATURE_LIMIT ((int) 'f')
 #define P_KILOBYTE_LIMIT ((int) 'k')
 #define P_DYNAMIC_DROP ((int) 'd')
@@ -31,6 +39,9 @@
 #define P_TINY_POLYGON_REDUCTION ((int) 't')
 #define P_TILE_COMPRESSION ((int) 'C')
 #define P_TILE_STATS ((int) 'g')
+#define P_USE_SOURCE_POLYGON_WINDING ((int) 'w')
+#define P_REVERSE_SOURCE_POLYGON_WINDING ((int) 'W')
+#define P_EMPTY_CSV_COLUMNS ((int) 'e')
 
 extern int prevent[256];
 extern int additional[256];

plugin.cpp

@@ -51,8 +51,9 @@ void *run_writer(void *a) {
 		exit(EXIT_FAILURE);
 	}
 
+	json_writer state(fp);
 	for (size_t i = 0; i < wa->layers->size(); i++) {
-		layer_to_geojson(fp, (*(wa->layers))[i], wa->z, wa->x, wa->y, false, true, false, 0, 0, 0, true);
+		layer_to_geojson((*(wa->layers))[i], wa->z, wa->x, wa->y, false, true, false, true, 0, 0, 0, true, state);
 	}
 
 	if (fclose(fp) != 0) {
@@ -198,7 +199,7 @@ std::vector<mvt_layer> parse_layers(int fd, int z, unsigned x, unsigned y, std::
 		}
 
 		if (mb_geometry[t] == VT_POLYGON) {
-			dv = clean_or_clip_poly(dv, 0, 0, 0, false);
+			dv = clean_or_clip_poly(dv, 0, 0, false);
 			if (dv.size() < 3) {
 				dv.clear();
 			}
@@ -257,8 +258,12 @@ std::vector<mvt_layer> parse_layers(int fd, int z, unsigned x, unsigned y, std::
 				int tp = -1;
 				std::string s;
 
-				stringify_value(properties->values[i], tp, s, "Filter output", jp->line, j, "");
-				if (tp >= 0) {
+				stringify_value(properties->values[i], tp, s, "Filter output", jp->line, j);
+
+				// Nulls can be excluded here because this is the postfilter
+				// and it is nearly time to create the vector representation
+
+				if (tp >= 0 && tp != mvt_null) {
 					mvt_value v = stringified_to_mvt_value(tp, s.c_str());
 					l->second.tag(feature, std::string(properties->keys[i]->string), v);
 
@@ -392,7 +397,6 @@ serial_feature parse_feature(json_pull *jp, int z, unsigned x, unsigned y, std::
 			sf.bbox[0] = sf.bbox[1] = LLONG_MAX;
 			sf.bbox[2] = sf.bbox[3] = LLONG_MIN;
 			sf.extent = 0;
-			sf.m = 0;
 			sf.metapos = 0;
 			sf.has_id = false;
 
@@ -415,9 +419,14 @@ serial_feature parse_feature(json_pull *jp, int z, unsigned x, unsigned y, std::
 				}
 
 				json_object *extent = json_hash_get(tippecanoe, "extent");
-				if (extent != NULL && sequence->type == JSON_NUMBER) {
+				if (extent != NULL && extent->type == JSON_NUMBER) {
 					sf.extent = extent->number;
 				}
+
+				json_object *dropped = json_hash_get(tippecanoe, "dropped");
+				if (dropped != NULL && dropped->type == JSON_TRUE) {
+					sf.dropped = true;
+				}
 			}
 
 			for (size_t i = 0; i < dv.size(); i++) {
@@ -486,9 +495,12 @@ serial_feature parse_feature(json_pull *jp, int z, unsigned x, unsigned y, std::
 				serial_val v;
 				v.type = -1;
 
-				stringify_value(properties->values[i], v.type, v.s, "Filter output", jp->line, j, "");
+				stringify_value(properties->values[i], v.type, v.s, "Filter output", jp->line, j);
 
-				if (v.type >= 0) {
+				// Nulls can be excluded here because the expression evaluation filter
+				// would have already run before prefiltering
+
+				if (v.type >= 0 && v.type != mvt_null) {
 					sf.full_keys.push_back(std::string(properties->keys[i]->string));
 					sf.full_values.push_back(v);
 

pool.hpp

@@ -2,9 +2,9 @@
 #define POOL_HPP
 
 struct stringpool {
-	unsigned long left;
-	unsigned long right;
-	unsigned long off;
+	unsigned long left = 0;
+	unsigned long right = 0;
+	unsigned long off = 0;
 };
 
 long long addpool(struct memfile *poolfile, struct memfile *treefile, const char *s, char type);

projection.cpp

@@ -2,18 +2,39 @@
 #include <string.h>
 #include <stdlib.h>
 #include <math.h>
+#include <atomic>
 #include "projection.hpp"
 
+unsigned long long (*encode_index)(unsigned int wx, unsigned int wy) = NULL;
+void (*decode_index)(unsigned long long index, unsigned *wx, unsigned *wy) = NULL;
+
 struct projection projections[] = {
 	{"EPSG:4326", lonlat2tile, tile2lonlat, "urn:ogc:def:crs:OGC:1.3:CRS84"},
 	{"EPSG:3857", epsg3857totile, tiletoepsg3857, "urn:ogc:def:crs:EPSG::3857"},
-	{NULL, NULL},
+	{NULL, NULL, NULL, NULL},
 };
 
 struct projection *projection = &projections[0];
 
 // http://wiki.openstreetmap.org/wiki/Slippy_map_tilenames
 void lonlat2tile(double lon, double lat, int zoom, long long *x, long long *y) {
+	// Place infinite and NaN coordinates off the edge of the Mercator plane
+
+	int lat_class = fpclassify(lat);
+	int lon_class = fpclassify(lon);
+	bool bad_lon = false;
+
+	if (lat_class == FP_INFINITE || lat_class == FP_NAN) {
+		lat = 89.9;
+	}
+	if (lon_class == FP_INFINITE || lon_class == FP_NAN) {
+		// Keep these far enough from the plane that they don't get
+		// moved back into it by 360-degree offsetting
+
+		lon = 720;
+		bad_lon = true;
+	}
+
 	// Must limit latitude somewhere to prevent overflow.
 	// 89.9 degrees latitude is 0.621 worlds beyond the edge of the flat earth,
 	// hopefully far enough out that there are few expectations about the shape.
@@ -24,10 +45,10 @@ void lonlat2tile(double lon, double lat, int zoom, long long *x, long long *y) {
 		lat = 89.9;
 	}
 
-	if (lon < -360) {
+	if (lon < -360 && !bad_lon) {
 		lon = -360;
 	}
-	if (lon > 360) {
+	if (lon > 360 && !bad_lon) {
 		lon = 360;
 	}
 
@@ -49,6 +70,18 @@ void tile2lonlat(long long x, long long y, int zoom, double *lon, double *lat) {
 }
 
 void epsg3857totile(double ix, double iy, int zoom, long long *x, long long *y) {
+	// Place infinite and NaN coordinates off the edge of the Mercator plane
+
+	int iy_class = fpclassify(iy);
+	int ix_class = fpclassify(ix);
+
+	if (iy_class == FP_INFINITE || iy_class == FP_NAN) {
+		iy = 40000000.0;
+	}
+	if (ix_class == FP_INFINITE || ix_class == FP_NAN) {
+		ix = 40000000.0;
+	}
+
 	*x = ix * (1LL << 31) / 6378137.0 / M_PI + (1LL << 31);
 	*y = ((1LL << 32) - 1) - (iy * (1LL << 31) / 6378137.0 / M_PI + (1LL << 31));
 
@@ -68,7 +101,60 @@ void tiletoepsg3857(long long ix, long long iy, int zoom, double *ox, double *oy
 	*oy = ((1LL << 32) - 1 - iy - (1LL << 31)) * M_PI * 6378137.0 / (1LL << 31);
 }
 
-unsigned long long encode(unsigned int wx, unsigned int wy) {
+// https://en.wikipedia.org/wiki/Hilbert_curve
+
+void hilbert_rot(unsigned long long n, unsigned *x, unsigned *y, unsigned long long rx, unsigned long long ry) {
+	if (ry == 0) {
+		if (rx == 1) {
+			*x = n - 1 - *x;
+			*y = n - 1 - *y;
+		}
+
+		unsigned t = *x;
+		*x = *y;
+		*y = t;
+	}
+}
+
+unsigned long long hilbert_xy2d(unsigned long long n, unsigned x, unsigned y) {
+	unsigned long long d = 0;
+	unsigned long long rx, ry;
+
+	for (unsigned long long s = n / 2; s > 0; s /= 2) {
+		rx = (x & s) != 0;
+		ry = (y & s) != 0;
+
+		d += s * s * ((3 * rx) ^ ry);
+		hilbert_rot(s, &x, &y, rx, ry);
+	}
+
+	return d;
+}
+
+void hilbert_d2xy(unsigned long long n, unsigned long long d, unsigned *x, unsigned *y) {
+	unsigned long long rx, ry;
+	unsigned long long t = d;
+
+	*x = *y = 0;
+	for (unsigned long long s = 1; s < n; s *= 2) {
+		rx = 1 & (t / 2);
+		ry = 1 & (t ^ rx);
+		hilbert_rot(s, x, y, rx, ry);
+		*x += s * rx;
+		*y += s * ry;
+		t /= 4;
+	}
+}
+
+unsigned long long encode_hilbert(unsigned int wx, unsigned int wy) {
+	return hilbert_xy2d(1LL << 32, wx, wy);
+}
+
+void decode_hilbert(unsigned long long index, unsigned *wx, unsigned *wy) {
+	hilbert_d2xy(1LL << 32, index, wx, wy);
+}
+
+unsigned long long encode_quadkey(unsigned int wx, unsigned int wy) {
 	unsigned long long out = 0;
 
 	int i;
@@ -83,11 +169,11 @@ unsigned long long encode(unsigned int wx, unsigned int wy) {
 	return out;
 }
 
-static unsigned char decodex[256];
-static unsigned char decodey[256];
+static std::atomic<unsigned char> decodex[256];
+static std::atomic<unsigned char> decodey[256];
 
-void decode(unsigned long long index, unsigned *wx, unsigned *wy) {
-	static int initialized = 0;
+void decode_quadkey(unsigned long long index, unsigned *wx, unsigned *wy) {
+	static std::atomic<int> initialized(0);
 	if (!initialized) {
 		for (size_t ix = 0; ix < 256; ix++) {
 			size_t xx = 0, yy = 0;

projection.hpp

@@ -5,8 +5,6 @@ void lonlat2tile(double lon, double lat, int zoom, long long *x, long long *y);
 void epsg3857totile(double ix, double iy, int zoom, long long *x, long long *y);
 void tile2lonlat(long long x, long long y, int zoom, double *lon, double *lat);
 void tiletoepsg3857(long long x, long long y, int zoom, double *ox, double *oy);
-unsigned long long encode(unsigned int wx, unsigned int wy);
-void decode(unsigned long long index, unsigned *wx, unsigned *wy);
 void set_projection_or_exit(const char *optarg);
 
 struct projection {
@@ -19,4 +17,13 @@ struct projection {
 extern struct projection *projection;
 extern struct projection projections[];
 
+extern unsigned long long (*encode_index)(unsigned int wx, unsigned int wy);
+extern void (*decode_index)(unsigned long long index, unsigned *wx, unsigned *wy);
+
+unsigned long long encode_quadkey(unsigned int wx, unsigned int wy);
+void decode_quadkey(unsigned long long index, unsigned *wx, unsigned *wy);
+
+unsigned long long encode_hilbert(unsigned int wx, unsigned int wy);
+void decode_hilbert(unsigned long long index, unsigned *wx, unsigned *wy);
+
 #endif

read_json.cpp

@@ -53,7 +53,7 @@ void parse_geometry(int t, json_object *j, drawvec &out, int op, const char *fna
 		size_t i;
 		for (i = 0; i < j->length; i++) {
 			if (within == GEOM_POINT) {
-				if (i == 0 || mb_geometry[t] == GEOM_MULTIPOINT) {
+				if (i == 0 || mb_geometry[t] == VT_POINT) {
 					op = VT_MOVETO;
 				} else {
 					op = VT_LINETO;
@@ -80,12 +80,12 @@ void parse_geometry(int t, json_object *j, drawvec &out, int op, const char *fna
 				}
 			}
 
-			draw d(op, x, y);
 			out.push_back(draw(op, x, y));
 		} else {
 			fprintf(stderr, "%s:%d: malformed point\n", fname, line);
 			json_context(j);
 			json_context(feature);
+			exit(EXIT_FAILURE);
 		}
 	}
 
@@ -105,7 +105,17 @@ void parse_geometry(int t, json_object *j, drawvec &out, int op, const char *fna
 
 void canonicalize(json_object *o) {
 	if (o->type == JSON_NUMBER) {
-		std::string s = milo::dtoa_milo(o->number);
+		std::string s;
+		long long v;
+		unsigned long long uv;
+
+		if (is_integer(o->string, &v)) {
+			s = std::to_string(v);
+		} else if (is_unsigned_integer(o->string, &uv)) {
+			s = std::to_string(uv);
+		} else {
+			s = milo::dtoa_milo(o->number);
+		}
 		free(o->string);
 		o->string = strdup(s.c_str());
 	} else if (o->type == JSON_HASH) {
@@ -119,7 +129,7 @@ void canonicalize(json_object *o) {
 	}
 }
 
-void stringify_value(json_object *value, int &type, std::string &stringified, const char *reading, int line, json_object *feature, std::string const &key) {
+void stringify_value(json_object *value, int &type, std::string &stringified, const char *reading, int line, json_object *feature) {
 	if (value != NULL) {
 		int vt = value->type;
 		std::string val;
@@ -150,7 +160,17 @@ void stringify_value(json_object *value, int &type, std::string &stringified, co
 			}
 		} else if (vt == JSON_NUMBER) {
 			type = mvt_double;
-			stringified = milo::dtoa_milo(value->number);
+
+			long long v;
+			unsigned long long uv;
+
+			if (is_integer(value->string, &v)) {
+				stringified = std::to_string(v);
+			} else if (is_unsigned_integer(value->string, &uv)) {
+				stringified = std::to_string(uv);
+			} else {
+				stringified = milo::dtoa_milo(value->number);
+			}
 		} else if (vt == JSON_TRUE || vt == JSON_FALSE) {
 			type = mvt_bool;
 			stringified = val;

read_json.hpp

@@ -13,4 +13,4 @@ extern int mb_geometry[GEOM_TYPES];
 void json_context(json_object *j);
 void parse_geometry(int t, json_object *j, drawvec &out, int op, const char *fname, int line, json_object *feature);
 
-void stringify_value(json_object *value, int &type, std::string &stringified, const char *reading, int line, json_object *feature, std::string const &key);
+void stringify_value(json_object *value, int &type, std::string &stringified, const char *reading, int line, json_object *feature);

serial.cpp

@@ -21,6 +21,11 @@
 #include "evaluator.hpp"
 #include "milo/dtoa_milo.h"
 
+// Offset coordinates to keep them positive
+#define COORD_OFFSET (4LL << 32)
+#define SHIFT_RIGHT(a) ((((a) + COORD_OFFSET) >> geometry_scale) - (COORD_OFFSET >> geometry_scale))
+#define SHIFT_LEFT(a) ((((a) + (COORD_OFFSET >> geometry_scale)) << geometry_scale) - COORD_OFFSET)
+
 size_t fwrite_check(const void *ptr, size_t size, size_t nitems, FILE *stream, const char *fname) {
 	size_t w = fwrite(ptr, size, nitems, stream);
 	if (w != nitems) {
@@ -30,17 +35,17 @@ size_t fwrite_check(const void *ptr, size_t size, size_t nitems, FILE *stream, c
 	return w;
 }
 
-void serialize_int(FILE *out, int n, long long *fpos, const char *fname) {
+void serialize_int(FILE *out, int n, std::atomic<long long> *fpos, const char *fname) {
 	serialize_long_long(out, n, fpos, fname);
 }
 
-void serialize_long_long(FILE *out, long long n, long long *fpos, const char *fname) {
+void serialize_long_long(FILE *out, long long n, std::atomic<long long> *fpos, const char *fname) {
 	unsigned long long zigzag = protozero::encode_zigzag64(n);
 
 	serialize_ulong_long(out, zigzag, fpos, fname);
 }
 
-void serialize_ulong_long(FILE *out, unsigned long long zigzag, long long *fpos, const char *fname) {
+void serialize_ulong_long(FILE *out, unsigned long long zigzag, std::atomic<long long> *fpos, const char *fname) {
 	while (1) {
 		unsigned char b = zigzag & 0x7F;
 		if ((zigzag >> 7) != 0) {
@@ -62,12 +67,12 @@ void serialize_ulong_long(FILE *out, unsigned long long zigzag, long long *fpos,
 	}
 }
 
-void serialize_byte(FILE *out, signed char n, long long *fpos, const char *fname) {
+void serialize_byte(FILE *out, signed char n, std::atomic<long long> *fpos, const char *fname) {
 	fwrite_check(&n, sizeof(signed char), 1, out, fname);
 	*fpos += sizeof(signed char);
 }
 
-void serialize_uint(FILE *out, unsigned n, long long *fpos, const char *fname) {
+void serialize_uint(FILE *out, unsigned n, std::atomic<long long> *fpos, const char *fname) {
 	fwrite_check(&n, sizeof(unsigned), 1, out, fname);
 	*fpos += sizeof(unsigned);
 }
@@ -112,14 +117,14 @@ void deserialize_byte(char **f, signed char *n) {
 	*f += sizeof(signed char);
 }
 
-int deserialize_long_long_io(FILE *f, long long *n, long long *geompos) {
+int deserialize_long_long_io(FILE *f, long long *n, std::atomic<long long> *geompos) {
 	unsigned long long zigzag = 0;
 	int ret = deserialize_ulong_long_io(f, &zigzag, geompos);
 	*n = protozero::decode_zigzag64(zigzag);
 	return ret;
 }
 
-int deserialize_ulong_long_io(FILE *f, unsigned long long *zigzag, long long *geompos) {
+int deserialize_ulong_long_io(FILE *f, unsigned long long *zigzag, std::atomic<long long> *geompos) {
 	*zigzag = 0;
 	int shift = 0;
 
@@ -143,14 +148,14 @@ int deserialize_ulong_long_io(FILE *f, unsigned long long *zigzag, long long *ge
 	return 1;
 }
 
-int deserialize_int_io(FILE *f, int *n, long long *geompos) {
+int deserialize_int_io(FILE *f, int *n, std::atomic<long long> *geompos) {
 	long long ll = 0;
 	int ret = deserialize_long_long_io(f, &ll, geompos);
 	*n = ll;
 	return ret;
 }
 
-int deserialize_uint_io(FILE *f, unsigned *n, long long *geompos) {
+int deserialize_uint_io(FILE *f, unsigned *n, std::atomic<long long> *geompos) {
 	if (fread(n, sizeof(unsigned), 1, f) != 1) {
 		return 0;
 	}
@@ -158,7 +163,7 @@ int deserialize_uint_io(FILE *f, unsigned *n, long long *geompos) {
 	return 1;
 }
 
-int deserialize_byte_io(FILE *f, signed char *n, long long *geompos) {
+int deserialize_byte_io(FILE *f, signed char *n, std::atomic<long long> *geompos) {
 	int c = getc(f);
 	if (c == EOF) {
 		return 0;
@@ -168,7 +173,7 @@ int deserialize_byte_io(FILE *f, signed char *n, long long *geompos) {
 	return 1;
 }
 
-static void write_geometry(drawvec const &dv, long long *fpos, FILE *out, const char *fname, long long wx, long long wy) {
+static void write_geometry(drawvec const &dv, std::atomic<long long> *fpos, FILE *out, const char *fname, long long wx, long long wy) {
 	for (size_t i = 0; i < dv.size(); i++) {
 		if (dv[i].op == VT_MOVETO || dv[i].op == VT_LINETO) {
 			serialize_byte(out, dv[i].op, fpos, fname);
@@ -182,7 +187,8 @@ static void write_geometry(drawvec const &dv, long long *fpos, FILE *out, const
 	}
 }
 
-void serialize_feature(FILE *geomfile, serial_feature *sf, long long *geompos, const char *fname, long long wx, long long wy, bool include_minzoom) {
+// called from generating the next zoom level
+void serialize_feature(FILE *geomfile, serial_feature *sf, std::atomic<long long> *geompos, const char *fname, long long wx, long long wy, bool include_minzoom) {
 	serialize_byte(geomfile, sf->t, geompos, fname);
 
 	long long layer = 0;
@@ -219,19 +225,15 @@ void serialize_feature(FILE *geomfile, serial_feature *sf, long long *geompos, c
 		serialize_long_long(geomfile, sf->extent, geompos, fname);
 	}
 
-	serialize_int(geomfile, sf->m, geompos, fname);
-	if (sf->m != 0) {
-		serialize_long_long(geomfile, sf->metapos, geompos, fname);
-	}
+	serialize_long_long(geomfile, sf->metapos, geompos, fname);
 
-	if (sf->metapos < 0 && sf->m != sf->keys.size()) {
-		fprintf(stderr, "Internal error: %lld doesn't match %lld\n", (long long) sf->m, (long long) sf->keys.size());
-		exit(EXIT_FAILURE);
-	}
+	if (sf->metapos < 0) {
+		serialize_long_long(geomfile, sf->keys.size(), geompos, fname);
 
-	for (size_t i = 0; i < sf->keys.size(); i++) {
-		serialize_long_long(geomfile, sf->keys[i], geompos, fname);
-		serialize_long_long(geomfile, sf->values[i], geompos, fname);
+		for (size_t i = 0; i < sf->keys.size(); i++) {
+			serialize_long_long(geomfile, sf->keys[i], geompos, fname);
+			serialize_long_long(geomfile, sf->values[i], geompos, fname);
+		}
 	}
 
 	if (include_minzoom) {
@@ -239,7 +241,7 @@ void serialize_feature(FILE *geomfile, serial_feature *sf, long long *geompos, c
 	}
 }
 
-serial_feature deserialize_feature(FILE *geoms, long long *geompos_in, char *metabase, long long *meta_off, unsigned z, unsigned tx, unsigned ty, unsigned *initial_x, unsigned *initial_y) {
+serial_feature deserialize_feature(FILE *geoms, std::atomic<long long> *geompos_in, char *metabase, long long *meta_off, unsigned z, unsigned tx, unsigned ty, unsigned *initial_x, unsigned *initial_y) {
 	serial_feature sf;
 
 	deserialize_byte_io(geoms, &sf.t, geompos_in);
@@ -285,19 +287,14 @@ serial_feature deserialize_feature(FILE *geoms, long long *geompos_in, char *met
 	sf.layer >>= 6;
 
 	sf.metapos = 0;
-	{
-		int m;
-		deserialize_int_io(geoms, &m, geompos_in);
-		sf.m = m;
-	}
-	if (sf.m != 0) {
-		deserialize_long_long_io(geoms, &sf.metapos, geompos_in);
-	}
+	deserialize_long_long_io(geoms, &sf.metapos, geompos_in);
 
 	if (sf.metapos >= 0) {
 		char *meta = metabase + sf.metapos + meta_off[sf.segment];
+		long long count;
+		deserialize_long_long(&meta, &count);
 
-		for (size_t i = 0; i < sf.m; i++) {
+		for (long long i = 0; i < count; i++) {
 			long long k, v;
 			deserialize_long_long(&meta, &k);
 			deserialize_long_long(&meta, &v);
@@ -305,7 +302,10 @@ serial_feature deserialize_feature(FILE *geoms, long long *geompos_in, char *met
 			sf.values.push_back(v);
 		}
 	} else {
-		for (size_t i = 0; i < sf.m; i++) {
+		long long count;
+		deserialize_long_long_io(geoms, &count, geompos_in);
+
+		for (long long i = 0; i < count; i++) {
 			long long k, v;
 			deserialize_long_long_io(geoms, &k, geompos_in);
 			deserialize_long_long_io(geoms, &v, geompos_in);
@@ -323,6 +323,7 @@ static long long scale_geometry(struct serialization_state *sst, long long *bbox
 	long long offset = 0;
 	long long prev = 0;
 	bool has_prev = false;
+	double scale = 1.0 / (1 << geometry_scale);
 
 	for (size_t i = 0; i < geom.size(); i++) {
 		if (geom[i].op == VT_MOVETO || geom[i].op == VT_LINETO) {
@@ -359,27 +360,48 @@ static long long scale_geometry(struct serialization_state *sst, long long *bbox
 			}
 
 			if (!*(sst->initialized)) {
-				if (x < 0 || x >= (1LL << 32) || y < 0 || y >= (1LL < 32)) {
+				if (x < 0 || x >= (1LL << 32) || y < 0 || y >= (1LL << 32)) {
 					*(sst->initial_x) = 1LL << 31;
 					*(sst->initial_y) = 1LL << 31;
 				} else {
-					*(sst->initial_x) = (x >> geometry_scale) << geometry_scale;
-					*(sst->initial_y) = (y >> geometry_scale) << geometry_scale;
+					*(sst->initial_x) = (((x + COORD_OFFSET) >> geometry_scale) << geometry_scale) - COORD_OFFSET;
+					*(sst->initial_y) = (((y + COORD_OFFSET) >> geometry_scale) << geometry_scale) - COORD_OFFSET;
 				}
 
 				*(sst->initialized) = 1;
 			}
 
-			geom[i].x = x >> geometry_scale;
-			geom[i].y = y >> geometry_scale;
+			if (additional[A_GRID_LOW_ZOOMS]) {
+				// If we are gridding, snap to the maxzoom grid in case the incoming data
+				// is already supposed to be aligned to tile boundaries (but is not, exactly,
+				// because of rounding error during projection).
+
+				geom[i].x = std::round(x * scale);
+				geom[i].y = std::round(y * scale);
+			} else {
+				geom[i].x = SHIFT_RIGHT(x);
+				geom[i].y = SHIFT_RIGHT(y);
+			}
 		}
 	}
 
 	return geom.size();
 }
 
+static std::string strip_zeroes(std::string s) {
+	// Doesn't do anything special with '-' followed by leading zeros
+	// since integer IDs must be positive
+
+	while (s.size() > 0 && s[0] == '0') {
+		s.erase(s.begin());
+	}
+
+	return s;
+}
+
+// called from frontends
 int serialize_feature(struct serialization_state *sst, serial_feature &sf) {
-	struct reader *r = &(sst->readers[sst->segment]);
+	struct reader *r = &(*sst->readers)[sst->segment];
 
 	sf.bbox[0] = LLONG_MAX;
 	sf.bbox[1] = LLONG_MAX;
@@ -393,11 +415,57 @@ int serialize_feature(struct serialization_state *sst, serial_feature &sf) {
 		sf.geometry = fix_polygon(sf.geometry);
 	}
 
+	for (auto &c : clipbboxes) {
+		if (sf.t == VT_POLYGON) {
+			sf.geometry = simple_clip_poly(sf.geometry, SHIFT_RIGHT(c.minx), SHIFT_RIGHT(c.miny), SHIFT_RIGHT(c.maxx), SHIFT_RIGHT(c.maxy));
+		} else if (sf.t == VT_LINE) {
+			sf.geometry = clip_lines(sf.geometry, SHIFT_RIGHT(c.minx), SHIFT_RIGHT(c.miny), SHIFT_RIGHT(c.maxx), SHIFT_RIGHT(c.maxy));
+			sf.geometry = remove_noop(sf.geometry, sf.t, 0);
+		} else if (sf.t == VT_POINT) {
+			sf.geometry = clip_point(sf.geometry, SHIFT_RIGHT(c.minx), SHIFT_RIGHT(c.miny), SHIFT_RIGHT(c.maxx), SHIFT_RIGHT(c.maxy));
+		}
+
+		sf.bbox[0] = LLONG_MAX;
+		sf.bbox[1] = LLONG_MAX;
+		sf.bbox[2] = LLONG_MIN;
+		sf.bbox[3] = LLONG_MIN;
+
+		for (auto &g : sf.geometry) {
+			long long x = SHIFT_LEFT(g.x);
+			long long y = SHIFT_LEFT(g.y);
+
+			if (x < sf.bbox[0]) {
+				sf.bbox[0] = x;
+			}
+			if (y < sf.bbox[1]) {
+				sf.bbox[1] = y;
+			}
+			if (x > sf.bbox[2]) {
+				sf.bbox[2] = x;
+			}
+			if (y > sf.bbox[3]) {
+				sf.bbox[3] = y;
+			}
+		}
+	}
+
+	if (sf.geometry.size() == 0) {
+		// Feature was clipped away
+		return 1;
+	}
+
+	if (!sf.has_id) {
+		if (additional[A_GENERATE_IDS]) {
+			sf.has_id = true;
+			sf.id = sf.seq + 1;
+		}
+	}
+
 	if (sst->want_dist) {
 		std::vector<unsigned long long> locs;
 		for (size_t i = 0; i < sf.geometry.size(); i++) {
 			if (sf.geometry[i].op == VT_MOVETO || sf.geometry[i].op == VT_LINETO) {
-				locs.push_back(encode(sf.geometry[i].x << geometry_scale, sf.geometry[i].y << geometry_scale));
+				locs.push_back(encode_index(SHIFT_LEFT(sf.geometry[i].x), SHIFT_LEFT(sf.geometry[i].y)));
 			}
 		}
 		std::sort(locs.begin(), locs.end());
@@ -432,7 +500,7 @@ int serialize_feature(struct serialization_state *sst, serial_feature &sf) {
 		inline_meta = false;
 
 		if (prevent[P_CLIPPING]) {
-			static volatile long long warned = 0;
+			static std::atomic<long long> warned(0);
 			long long extent = ((sf.bbox[2] - sf.bbox[0]) / ((1LL << (32 - sst->maxzoom)) + 1)) * ((sf.bbox[3] - sf.bbox[1]) / ((1LL << (32 - sst->maxzoom)) + 1));
 			if (extent > warned) {
 				fprintf(stderr, "Warning: %s:%d: Large unclipped (-pc) feature may be duplicated across %lld tiles\n", sst->fname, sst->line, extent);
@@ -447,7 +515,7 @@ int serialize_feature(struct serialization_state *sst, serial_feature &sf) {
 	}
 
 	double extent = 0;
-	if (additional[A_DROP_SMALLEST_AS_NEEDED]) {
+	if (additional[A_DROP_SMALLEST_AS_NEEDED] || additional[A_COALESCE_SMALLEST_AS_NEEDED]) {
 		if (sf.t == VT_POLYGON) {
 			for (size_t i = 0; i < sf.geometry.size(); i++) {
 				if (sf.geometry[i].op == VT_MOVETO) {
@@ -473,7 +541,11 @@ int serialize_feature(struct serialization_state *sst, serial_feature &sf) {
 		}
 	}
 
-	sf.extent = (long long) extent;
+	if (extent <= LLONG_MAX) {
+		sf.extent = (long long) extent;
+	} else {
+		sf.extent = LLONG_MAX;
+	}
 
 	if (!prevent[P_INPUT_ORDER]) {
 		sf.seq = 0;
@@ -485,9 +557,9 @@ int serialize_feature(struct serialization_state *sst, serial_feature &sf) {
 	// and then mask to bring it back into the addressable area
 	long long midx = (sf.bbox[0] / 2 + sf.bbox[2] / 2) & ((1LL << 32) - 1);
 	long long midy = (sf.bbox[1] / 2 + sf.bbox[3] / 2) & ((1LL << 32) - 1);
-	bbox_index = encode(midx, midy);
+	bbox_index = encode_index(midx, midy);
 
-	if (additional[A_DROP_DENSEST_AS_NEEDED] || additional[A_CALCULATE_FEATURE_DENSITY] || additional[A_INCREASE_GAMMA_AS_NEEDED] || sst->uses_gamma) {
+	if (additional[A_DROP_DENSEST_AS_NEEDED] || additional[A_COALESCE_DENSEST_AS_NEEDED] || additional[A_CLUSTER_DENSEST_AS_NEEDED] || additional[A_CALCULATE_FEATURE_DENSITY] || additional[A_INCREASE_GAMMA_AS_NEEDED] || sst->uses_gamma || cluster_distance != 0) {
 		sf.index = bbox_index;
 	} else {
 		sf.index = 0;
@@ -515,73 +587,61 @@ int serialize_feature(struct serialization_state *sst, serial_feature &sf) {
 		exit(EXIT_FAILURE);
 	}
 
-	for (size_t i = 0; i < sf.full_keys.size(); i++) {
+	for (ssize_t i = (ssize_t) sf.full_keys.size() - 1; i >= 0; i--) {
+		coerce_value(sf.full_keys[i], sf.full_values[i].type, sf.full_values[i].s, sst->attribute_types);
+
+		if (sf.full_keys[i] == attribute_for_id) {
+			if (sf.full_values[i].type != mvt_double && !additional[A_CONVERT_NUMERIC_IDS]) {
+				static bool warned = false;
+
+				if (!warned) {
+					fprintf(stderr, "Warning: Attribute \"%s\"=\"%s\" as feature ID is not a number\n", sf.full_keys[i].c_str(), sf.full_values[i].s.c_str());
+					warned = true;
+				}
+			} else {
+				char *err;
+				long long id_value = strtoull(sf.full_values[i].s.c_str(), &err, 10);
+
+				if (err != NULL && *err != '\0') {
+					static bool warned_frac = false;
+
+					if (!warned_frac) {
+						fprintf(stderr, "Warning: Can't represent non-integer feature ID %s\n", sf.full_values[i].s.c_str());
+						warned_frac = true;
+					}
+				} else if (std::to_string(id_value) != strip_zeroes(sf.full_values[i].s)) {
+					static bool warned = false;
+
+					if (!warned) {
+						fprintf(stderr, "Warning: Can't represent too-large feature ID %s\n", sf.full_values[i].s.c_str());
+						warned = true;
+					}
+				} else {
+					sf.id = id_value;
+					sf.has_id = true;
+
+					sf.full_keys.erase(sf.full_keys.begin() + i);
+					sf.full_values.erase(sf.full_values.begin() + i);
+					continue;
+				}
+			}
+		}
+
 		if (sst->exclude_all) {
-			if (sst->include->count(sf.full_keys[i]) == 0 && sf.full_keys[i] != "") {
-				sf.full_keys[i] = "";
-				sf.m--;
+			if (sst->include->count(sf.full_keys[i]) == 0) {
+				sf.full_keys.erase(sf.full_keys.begin() + i);
+				sf.full_values.erase(sf.full_values.begin() + i);
 				continue;
 			}
-		} else if (sst->exclude->count(sf.full_keys[i]) != 0 && sf.full_keys[i] != "") {
-			sf.full_keys[i] = "";
-			sf.m--;
+		} else if (sst->exclude->count(sf.full_keys[i]) != 0) {
+			sf.full_keys.erase(sf.full_keys.begin() + i);
+			sf.full_values.erase(sf.full_values.begin() + i);
 			continue;
 		}
-
-		coerce_value(sf.full_keys[i], sf.full_values[i].type, sf.full_values[i].s, sst->attribute_types);
-	}
-
-	if (sst->filter != NULL) {
-		std::map<std::string, mvt_value> attributes;
-
-		for (size_t i = 0; i < sf.full_keys.size(); i++) {
-			if (sf.full_keys[i] != "") {
-				std::string key = sf.full_keys[i];
-				mvt_value val = stringified_to_mvt_value(sf.full_values[i].type, sf.full_values[i].s.c_str());
-
-				attributes.insert(std::pair<std::string, mvt_value>(key, val));
-			}
-		}
-
-		if (sf.has_id) {
-			mvt_value v;
-			v.type = mvt_uint;
-			v.numeric_value.uint_value = sf.id;
-
-			attributes.insert(std::pair<std::string, mvt_value>("$id", v));
-		}
-
-		mvt_value v;
-		v.type = mvt_string;
-
-		if (sf.t == mvt_point) {
-			v.string_value = "Point";
-		} else if (sf.t == mvt_linestring) {
-			v.string_value = "LineString";
-		} else if (sf.t == mvt_polygon) {
-			v.string_value = "Polygon";
-		}
-
-		attributes.insert(std::pair<std::string, mvt_value>("$type", v));
-
-		if (!evaluate(attributes, sf.layername, sst->filter)) {
-			return 0;
-		}
-	}
-
-	for (size_t i = 0; i < sf.full_keys.size(); i++) {
-		if (sf.full_values[i].type == mvt_null && sf.full_keys[i] != "") {
-			sf.full_keys[i] = "";
-			sf.m--;
-		}
 	}
 
 	if (!sst->filters) {
 		for (size_t i = 0; i < sf.full_keys.size(); i++) {
-			if (sf.full_keys[i].size() == 0) {
-				continue;
-			}
-
 			type_and_string attrib;
 			attrib.type = sf.full_values[i].type;
 			attrib.string = sf.full_values[i].s;
@@ -594,25 +654,20 @@ int serialize_feature(struct serialization_state *sst, serial_feature &sf) {
 	if (inline_meta) {
 		sf.metapos = -1;
 		for (size_t i = 0; i < sf.full_keys.size(); i++) {
-			if (sf.full_keys[i].size() == 0) {
-				continue;
-			}
 			sf.keys.push_back(addpool(r->poolfile, r->treefile, sf.full_keys[i].c_str(), mvt_string));
 			sf.values.push_back(addpool(r->poolfile, r->treefile, sf.full_values[i].s.c_str(), sf.full_values[i].type));
 		}
 	} else {
 		sf.metapos = r->metapos;
+		serialize_long_long(r->metafile, sf.full_keys.size(), &r->metapos, sst->fname);
 		for (size_t i = 0; i < sf.full_keys.size(); i++) {
-			if (sf.full_keys[i].size() == 0) {
-				continue;
-			}
 			serialize_long_long(r->metafile, addpool(r->poolfile, r->treefile, sf.full_keys[i].c_str(), mvt_string), &r->metapos, sst->fname);
 			serialize_long_long(r->metafile, addpool(r->poolfile, r->treefile, sf.full_values[i].s.c_str(), sf.full_values[i].type), &r->metapos, sst->fname);
 		}
 	}
 
 	long long geomstart = r->geompos;
-	serialize_feature(r->geomfile, &sf, &r->geompos, sst->fname, *(sst->initial_x) >> geometry_scale, *(sst->initial_y) >> geometry_scale, false);
+	serialize_feature(r->geomfile, &sf, &r->geompos, sst->fname, SHIFT_RIGHT(*(sst->initial_x)), SHIFT_RIGHT(*(sst->initial_y)), false);
 
 	struct index index;
 	index.start = geomstart;
@@ -620,7 +675,7 @@ int serialize_feature(struct serialization_state *sst, serial_feature &sf) {
 	index.segment = sst->segment;
 	index.seq = *(sst->layer_seq);
 	index.t = sf.t;
-	index.index = bbox_index;
+	index.ix = bbox_index;
 
 	fwrite_check(&index, sizeof(struct index), 1, r->indexfile, sst->fname);
 	r->indexpos += sizeof(struct index);
@@ -637,8 +692,8 @@ int serialize_feature(struct serialization_state *sst, serial_feature &sf) {
 	}
 
 	if (*(sst->progress_seq) % 10000 == 0) {
-		checkdisk(sst->readers, CPUS);
-		if (!quiet) {
+		checkdisk(sst->readers);
+		if (!quiet && !quiet_progress && progress_time()) {
 			fprintf(stderr, "Read %.2f million features\r", *sst->progress_seq / 1000000.0);
 		}
 	}

serial.hpp

@@ -3,7 +3,9 @@
 
 #include <stddef.h>
 #include <stdio.h>
+#include <string.h>
 #include <vector>
+#include <atomic>
 #include <sys/stat.h>
 #include "geometry.hpp"
 #include "mbtiles.hpp"
@@ -11,12 +13,12 @@
 
 size_t fwrite_check(const void *ptr, size_t size, size_t nitems, FILE *stream, const char *fname);
 
-void serialize_int(FILE *out, int n, long long *fpos, const char *fname);
-void serialize_long_long(FILE *out, long long n, long long *fpos, const char *fname);
-void serialize_ulong_long(FILE *out, unsigned long long n, long long *fpos, const char *fname);
-void serialize_byte(FILE *out, signed char n, long long *fpos, const char *fname);
-void serialize_uint(FILE *out, unsigned n, long long *fpos, const char *fname);
-void serialize_string(FILE *out, const char *s, long long *fpos, const char *fname);
+void serialize_int(FILE *out, int n, std::atomic<long long> *fpos, const char *fname);
+void serialize_long_long(FILE *out, long long n, std::atomic<long long> *fpos, const char *fname);
+void serialize_ulong_long(FILE *out, unsigned long long n, std::atomic<long long> *fpos, const char *fname);
+void serialize_byte(FILE *out, signed char n, std::atomic<long long> *fpos, const char *fname);
+void serialize_uint(FILE *out, unsigned n, std::atomic<long long> *fpos, const char *fname);
+void serialize_string(FILE *out, const char *s, std::atomic<long long> *fpos, const char *fname);
 
 void deserialize_int(char **f, int *n);
 void deserialize_long_long(char **f, long long *n);
@@ -24,109 +26,143 @@ void deserialize_ulong_long(char **f, unsigned long long *n);
 void deserialize_uint(char **f, unsigned *n);
 void deserialize_byte(char **f, signed char *n);
 
-int deserialize_int_io(FILE *f, int *n, long long *geompos);
-int deserialize_long_long_io(FILE *f, long long *n, long long *geompos);
-int deserialize_ulong_long_io(FILE *f, unsigned long long *n, long long *geompos);
-int deserialize_uint_io(FILE *f, unsigned *n, long long *geompos);
-int deserialize_byte_io(FILE *f, signed char *n, long long *geompos);
+int deserialize_int_io(FILE *f, int *n, std::atomic<long long> *geompos);
+int deserialize_long_long_io(FILE *f, long long *n, std::atomic<long long> *geompos);
+int deserialize_ulong_long_io(FILE *f, unsigned long long *n, std::atomic<long long> *geompos);
+int deserialize_uint_io(FILE *f, unsigned *n, std::atomic<long long> *geompos);
+int deserialize_byte_io(FILE *f, signed char *n, std::atomic<long long> *geompos);
 
 struct serial_val {
-	int type;
-	std::string s;
+	int type = 0;
+	std::string s = "";
 };
 
 struct serial_feature {
-	long long layer;
-	int segment;
-	long long seq;
+	long long layer = 0;
+	int segment = 0;
+	long long seq = 0;
 
-	signed char t;
-	signed char feature_minzoom;
+	signed char t = 0;
+	signed char feature_minzoom = 0;
 
-	bool has_id;
-	unsigned long long id;
+	bool has_id = false;
+	unsigned long long id = 0;
 
-	bool has_tippecanoe_minzoom;
-	int tippecanoe_minzoom;
+	bool has_tippecanoe_minzoom = false;
+	int tippecanoe_minzoom = 0;
 
-	bool has_tippecanoe_maxzoom;
-	int tippecanoe_maxzoom;
+	bool has_tippecanoe_maxzoom = false;
+	int tippecanoe_maxzoom = 0;
 
-	drawvec geometry;
-	unsigned long long index;
-	long long extent;
+	drawvec geometry = drawvec();
+	unsigned long long index = 0;
+	long long extent = 0;
 
-	size_t m;
-	std::vector<long long> keys;
-	std::vector<long long> values;
-	long long metapos;
+	std::vector<long long> keys{};
+	std::vector<long long> values{};
+	// If >= 0, metadata is external
+	long long metapos = 0;
 
 	// XXX This isn't serialized. Should it be here?
-	long long bbox[4];
-	std::vector<std::string> full_keys;
-	std::vector<serial_val> full_values;
-	std::string layername;
+	long long bbox[4] = {0, 0, 0, 0};
+	std::vector<std::string> full_keys{};
+	std::vector<serial_val> full_values{};
+	std::string layername = "";
+	bool dropped = false;
 };
 
-void serialize_feature(FILE *geomfile, serial_feature *sf, long long *geompos, const char *fname, long long wx, long long wy, bool include_minzoom);
-serial_feature deserialize_feature(FILE *geoms, long long *geompos_in, char *metabase, long long *meta_off, unsigned z, unsigned tx, unsigned ty, unsigned *initial_x, unsigned *initial_y);
+void serialize_feature(FILE *geomfile, serial_feature *sf, std::atomic<long long> *geompos, const char *fname, long long wx, long long wy, bool include_minzoom);
+serial_feature deserialize_feature(FILE *geoms, std::atomic<long long> *geompos_in, char *metabase, long long *meta_off, unsigned z, unsigned tx, unsigned ty, unsigned *initial_x, unsigned *initial_y);
 
 struct reader {
-	int metafd;
-	int poolfd;
-	int treefd;
-	int geomfd;
-	int indexfd;
+	int metafd = -1;
+	int poolfd = -1;
+	int treefd = -1;
+	int geomfd = -1;
+	int indexfd = -1;
 
-	FILE *metafile;
-	struct memfile *poolfile;
-	struct memfile *treefile;
-	FILE *geomfile;
-	FILE *indexfile;
+	FILE *metafile = NULL;
+	struct memfile *poolfile = NULL;
+	struct memfile *treefile = NULL;
+	FILE *geomfile = NULL;
+	FILE *indexfile = NULL;
 
-	long long metapos;
-	long long geompos;
-	long long indexpos;
+	std::atomic<long long> metapos;
+	std::atomic<long long> geompos;
+	std::atomic<long long> indexpos;
 
-	long long file_bbox[4];
+	long long file_bbox[4] = {0, 0, 0, 0};
 
-	struct stat geomst;
-	struct stat metast;
+	struct stat geomst {};
+	struct stat metast {};
 
-	char *geom_map;
+	char *geom_map = NULL;
+
+	reader()
+	    : metapos(0), geompos(0), indexpos(0) {
+	}
+
+	reader(reader const &r) {
+		metafd = r.metafd;
+		poolfd = r.poolfd;
+		treefd = r.treefd;
+		geomfd = r.geomfd;
+		indexfd = r.indexfd;
+
+		metafile = r.metafile;
+		poolfile = r.poolfile;
+		treefile = r.treefile;
+		geomfile = r.geomfile;
+		indexfile = r.indexfile;
+
+		long long p = r.metapos;
+		metapos = p;
+
+		p = r.geompos;
+		geompos = p;
+
+		p = r.indexpos;
+		indexpos = p;
+
+		memcpy(file_bbox, r.file_bbox, sizeof(file_bbox));
+
+		geomst = r.geomst;
+		metast = r.metast;
+
+		geom_map = r.geom_map;
+	}
 };
 
 struct serialization_state {
-	const char *fname;  // source file name
-	int line;	   // user-oriented location within source for error reports
+	const char *fname = NULL;  // source file name
+	int line = 0;		   // user-oriented location within source for error reports
 
-	volatile long long *layer_seq;     // sequence within current layer
-	volatile long long *progress_seq;  // overall sequence for progress indicator
+	std::atomic<long long> *layer_seq = NULL;     // sequence within current layer
+	std::atomic<long long> *progress_seq = NULL;  // overall sequence for progress indicator
 
-	struct reader *readers;  // array of data for each input thread
-	int segment;		 // the current input thread
+	std::vector<struct reader> *readers = NULL;  // array of data for each input thread
+	int segment = 0;			     // the current input thread
 
-	unsigned *initial_x;  // relative offset of all geometries
-	unsigned *initial_y;
-	int *initialized;
+	unsigned *initial_x = NULL;  // relative offset of all geometries
+	unsigned *initial_y = NULL;
+	int *initialized = NULL;
 
-	double *dist_sum;  // running tally for calculation of resolution within features
-	size_t *dist_count;
-	bool want_dist;
+	double *dist_sum = NULL;  // running tally for calculation of resolution within features
+	size_t *dist_count = NULL;
+	bool want_dist = false;
 
-	int maxzoom;
-	int basezoom;
+	int maxzoom = 0;
+	int basezoom = 0;
 
-	bool filters;
-	bool uses_gamma;
+	bool filters = false;
+	bool uses_gamma = false;
 
-	std::map<std::string, layermap_entry> *layermap;
+	std::map<std::string, layermap_entry> *layermap = NULL;
 
-	std::map<std::string, int> const *attribute_types;
-	std::set<std::string> *exclude;
-	std::set<std::string> *include;
-	int exclude_all;
-	json_object *filter;
+	std::map<std::string, int> const *attribute_types = NULL;
+	std::set<std::string> *exclude = NULL;
+	std::set<std::string> *include = NULL;
+	int exclude_all = 0;
 };
 
 int serialize_feature(struct serialization_state *sst, serial_feature &sf);

tests/accumulate/in.json

@@ -0,0 +1,100 @@
+{ "type": "Feature", "properties": { "thesum": 1, "themax": 1, "themin": 1, "theproduct": 1, "themean": 1, "theconcat": 1, "thecomma": 1 }, "geometry": { "type": "Point", "coordinates": [ 134.198884,-54.297477 ] } }
+{ "type": "Feature", "properties": { "thesum": 2, "themax": 2, "themin": 2, "theproduct": 2, "themean": 2, "theconcat": 2, "thecomma": 2 }, "geometry": { "type": "Point", "coordinates": [ 14.059736,46.728490 ] } }
+{ "type": "Feature", "properties": { "thesum": 3, "themax": 3, "themin": 3, "theproduct": 3, "themean": 3, "theconcat": 3, "thecomma": 3 }, "geometry": { "type": "Point", "coordinates": [ -147.369727,84.781281 ] } }
+{ "type": "Feature", "properties": { "thesum": 4, "themax": 4, "themin": 4, "theproduct": 4, "themean": 4, "theconcat": 4, "thecomma": 4 }, "geometry": { "type": "Point", "coordinates": [ -66.234387,89.199903 ] } }
+{ "type": "Feature", "properties": { "thesum": 5, "themax": 5, "themin": 5, "theproduct": 5, "themean": 5, "theconcat": 5, "thecomma": 5 }, "geometry": { "type": "Point", "coordinates": [ -153.412664,29.072260 ] } }
+{ "type": "Feature", "properties": { "thesum": 6, "themax": 6, "themin": 6, "theproduct": 6, "themean": 6, "theconcat": 6, "thecomma": 6 }, "geometry": { "type": "Point", "coordinates": [ 170.262110,-59.450058 ] } }
+{ "type": "Feature", "properties": { "thesum": 7, "themax": 7, "themin": 7, "theproduct": 7, "themean": 7, "theconcat": 7, "thecomma": 7 }, "geometry": { "type": "Point", "coordinates": [ 126.605140,8.723849 ] } }
+{ "type": "Feature", "properties": { "thesum": 8, "themax": 8, "themin": 8, "theproduct": 8, "themean": 8, "theconcat": 8, "thecomma": 8 }, "geometry": { "type": "Point", "coordinates": [ 161.440413,-40.375296 ] } }
+{ "type": "Feature", "properties": { "thesum": 9, "themax": 9, "themin": 9, "theproduct": 9, "themean": 9, "theconcat": 9, "thecomma": 9 }, "geometry": { "type": "Point", "coordinates": [ -168.588146,-52.640848 ] } }
+{ "type": "Feature", "properties": { "thesum": 10, "themax": 10, "themin": 10, "theproduct": 10, "themean": 10, "theconcat": 10, "thecomma": 10 }, "geometry": { "type": "Point", "coordinates": [ 87.732615,-76.468219 ] } }
+{ "type": "Feature", "properties": { "thesum": 11, "themax": 11, "themin": 11, "theproduct": 11, "themean": 11, "theconcat": 11, "thecomma": 11 }, "geometry": { "type": "Point", "coordinates": [ 30.857236,80.182977 ] } }
+{ "type": "Feature", "properties": { "thesum": 12, "themax": 12, "themin": 12, "theproduct": 12, "themean": 12, "theconcat": 12, "thecomma": 12 }, "geometry": { "type": "Point", "coordinates": [ -145.428454,26.334493 ] } }
+{ "type": "Feature", "properties": { "thesum": 13, "themax": 13, "themin": 13, "theproduct": 13, "themean": 13, "theconcat": 13, "thecomma": 13 }, "geometry": { "type": "Point", "coordinates": [ -3.709986,47.351847 ] } }
+{ "type": "Feature", "properties": { "thesum": 14, "themax": 14, "themin": 14, "theproduct": 14, "themean": 14, "theconcat": 14, "thecomma": 14 }, "geometry": { "type": "Point", "coordinates": [ -145.079976,80.547441 ] } }
+{ "type": "Feature", "properties": { "thesum": 15, "themax": 15, "themin": 15, "theproduct": 15, "themean": 15, "theconcat": 15, "thecomma": 15 }, "geometry": { "type": "Point", "coordinates": [ 14.666648,-65.254575 ] } }
+{ "type": "Feature", "properties": { "thesum": 16, "themax": 16, "themin": 16, "theproduct": 16, "themean": 16, "theconcat": 16, "thecomma": 16 }, "geometry": { "type": "Point", "coordinates": [ 24.659014,60.295014 ] } }
+{ "type": "Feature", "properties": { "thesum": 17, "themax": 17, "themin": 17, "theproduct": 17, "themean": 17, "theconcat": 17, "thecomma": 17 }, "geometry": { "type": "Point", "coordinates": [ 110.427380,38.364152 ] } }
+{ "type": "Feature", "properties": { "thesum": 18, "themax": 18, "themin": 18, "theproduct": 18, "themean": 18, "theconcat": 18, "thecomma": 18 }, "geometry": { "type": "Point", "coordinates": [ 6.564431,-44.802836 ] } }
+{ "type": "Feature", "properties": { "thesum": 19, "themax": 19, "themin": 19, "theproduct": 19, "themean": 19, "theconcat": 19, "thecomma": 19 }, "geometry": { "type": "Point", "coordinates": [ -25.148684,-41.191936 ] } }
+{ "type": "Feature", "properties": { "thesum": 20, "themax": 20, "themin": 20, "theproduct": 20, "themean": 20, "theconcat": 20, "thecomma": 20 }, "geometry": { "type": "Point", "coordinates": [ 94.640674,87.473404 ] } }
+{ "type": "Feature", "properties": { "thesum": 21, "themax": 21, "themin": 21, "theproduct": 21, "themean": 21, "theconcat": 21, "thecomma": 21 }, "geometry": { "type": "Point", "coordinates": [ -15.166749,44.154022 ] } }
+{ "type": "Feature", "properties": { "thesum": 22, "themax": 22, "themin": 22, "theproduct": 22, "themean": 22, "theconcat": 22, "thecomma": 22 }, "geometry": { "type": "Point", "coordinates": [ -83.839224,-22.324076 ] } }
+{ "type": "Feature", "properties": { "thesum": 23, "themax": 23, "themin": 23, "theproduct": 23, "themean": 23, "theconcat": 23, "thecomma": 23 }, "geometry": { "type": "Point", "coordinates": [ -131.431059,-48.656317 ] } }
+{ "type": "Feature", "properties": { "thesum": 24, "themax": 24, "themin": 24, "theproduct": 24, "themean": 24, "theconcat": 24, "thecomma": 24 }, "geometry": { "type": "Point", "coordinates": [ 13.458676,-81.541789 ] } }
+{ "type": "Feature", "properties": { "thesum": 25, "themax": 25, "themin": 25, "theproduct": 25, "themean": 25, "theconcat": 25, "thecomma": 25 }, "geometry": { "type": "Point", "coordinates": [ 49.375287,54.035848 ] } }
+{ "type": "Feature", "properties": { "thesum": 26, "themax": 26, "themin": 26, "theproduct": 26, "themean": 26, "theconcat": 26, "thecomma": 26 }, "geometry": { "type": "Point", "coordinates": [ 44.023761,42.750924 ] } }
+{ "type": "Feature", "properties": { "thesum": 27, "themax": 27, "themin": 27, "theproduct": 27, "themean": 27, "theconcat": 27, "thecomma": 27 }, "geometry": { "type": "Point", "coordinates": [ 23.815303,87.689971 ] } }
+{ "type": "Feature", "properties": { "thesum": 28, "themax": 28, "themin": 28, "theproduct": 28, "themean": 28, "theconcat": 28, "thecomma": 28 }, "geometry": { "type": "Point", "coordinates": [ -108.418101,69.859222 ] } }
+{ "type": "Feature", "properties": { "thesum": 29, "themax": 29, "themin": 29, "theproduct": 29, "themean": 29, "theconcat": 29, "thecomma": 29 }, "geometry": { "type": "Point", "coordinates": [ -162.422461,-72.828993 ] } }
+{ "type": "Feature", "properties": { "thesum": 30, "themax": 30, "themin": 30, "theproduct": 30, "themean": 30, "theconcat": 30, "thecomma": 30 }, "geometry": { "type": "Point", "coordinates": [ 41.555960,87.834643 ] } }
+{ "type": "Feature", "properties": { "thesum": 31, "themax": 31, "themin": 31, "theproduct": 31, "themean": 31, "theconcat": 31, "thecomma": 31 }, "geometry": { "type": "Point", "coordinates": [ 151.433696,-2.049808 ] } }
+{ "type": "Feature", "properties": { "thesum": 32, "themax": 32, "themin": 32, "theproduct": 32, "themean": 32, "theconcat": 32, "thecomma": 32 }, "geometry": { "type": "Point", "coordinates": [ -156.347397,-54.157799 ] } }
+{ "type": "Feature", "properties": { "thesum": 33, "themax": 33, "themin": 33, "theproduct": 33, "themean": 33, "theconcat": 33, "thecomma": 33 }, "geometry": { "type": "Point", "coordinates": [ 177.449262,76.384948 ] } }
+{ "type": "Feature", "properties": { "thesum": 34, "themax": 34, "themin": 34, "theproduct": 34, "themean": 34, "theconcat": 34, "thecomma": 34 }, "geometry": { "type": "Point", "coordinates": [ 67.516237,89.283900 ] } }
+{ "type": "Feature", "properties": { "thesum": 35, "themax": 35, "themin": 35, "theproduct": 35, "themean": 35, "theconcat": 35, "thecomma": 35 }, "geometry": { "type": "Point", "coordinates": [ 57.957991,-82.230182 ] } }
+{ "type": "Feature", "properties": { "thesum": 36, "themax": 36, "themin": 36, "theproduct": 36, "themean": 36, "theconcat": 36, "thecomma": 36 }, "geometry": { "type": "Point", "coordinates": [ 152.745823,-78.389341 ] } }
+{ "type": "Feature", "properties": { "thesum": 37, "themax": 37, "themin": 37, "theproduct": 37, "themean": 37, "theconcat": 37, "thecomma": 37 }, "geometry": { "type": "Point", "coordinates": [ -79.735349,80.847381 ] } }
+{ "type": "Feature", "properties": { "thesum": 38, "themax": 38, "themin": 38, "theproduct": 38, "themean": 38, "theconcat": 38, "thecomma": 38 }, "geometry": { "type": "Point", "coordinates": [ -176.469083,-1.175014 ] } }
+{ "type": "Feature", "properties": { "thesum": 39, "themax": 39, "themin": 39, "theproduct": 39, "themean": 39, "theconcat": 39, "thecomma": 39 }, "geometry": { "type": "Point", "coordinates": [ 20.369644,-44.945809 ] } }
+{ "type": "Feature", "properties": { "thesum": 40, "themax": 40, "themin": 40, "theproduct": 40, "themean": 40, "theconcat": 40, "thecomma": 40 }, "geometry": { "type": "Point", "coordinates": [ 75.300338,89.728838 ] } }
+{ "type": "Feature", "properties": { "thesum": 41, "themax": 41, "themin": 41, "theproduct": 41, "themean": 41, "theconcat": 41, "thecomma": 41 }, "geometry": { "type": "Point", "coordinates": [ -60.903503,-89.434640 ] } }
+{ "type": "Feature", "properties": { "thesum": 42, "themax": 42, "themin": 42, "theproduct": 42, "themean": 42, "theconcat": 42, "thecomma": 42 }, "geometry": { "type": "Point", "coordinates": [ -116.214566,-78.600594 ] } }
+{ "type": "Feature", "properties": { "thesum": 43, "themax": 43, "themin": 43, "theproduct": 43, "themean": 43, "theconcat": 43, "thecomma": 43 }, "geometry": { "type": "Point", "coordinates": [ -168.143210,-37.381940 ] } }
+{ "type": "Feature", "properties": { "thesum": 44, "themax": 44, "themin": 44, "theproduct": 44, "themean": 44, "theconcat": 44, "thecomma": 44 }, "geometry": { "type": "Point", "coordinates": [ 146.600367,-65.112907 ] } }
+{ "type": "Feature", "properties": { "thesum": 45, "themax": 45, "themin": 45, "theproduct": 45, "themean": 45, "theconcat": 45, "thecomma": 45 }, "geometry": { "type": "Point", "coordinates": [ -144.960448,89.877412 ] } }
+{ "type": "Feature", "properties": { "thesum": 46, "themax": 46, "themin": 46, "theproduct": 46, "themean": 46, "theconcat": 46, "thecomma": 46 }, "geometry": { "type": "Point", "coordinates": [ 37.779538,-9.255682 ] } }
+{ "type": "Feature", "properties": { "thesum": 47, "themax": 47, "themin": 47, "theproduct": 47, "themean": 47, "theconcat": 47, "thecomma": 47 }, "geometry": { "type": "Point", "coordinates": [ 141.921366,-86.191382 ] } }
+{ "type": "Feature", "properties": { "thesum": 48, "themax": 48, "themin": 48, "theproduct": 48, "themean": 48, "theconcat": 48, "thecomma": 48 }, "geometry": { "type": "Point", "coordinates": [ 3.757458,-46.957098 ] } }
+{ "type": "Feature", "properties": { "thesum": 49, "themax": 49, "themin": 49, "theproduct": 49, "themean": 49, "theconcat": 49, "thecomma": 49 }, "geometry": { "type": "Point", "coordinates": [ -178.557808,-17.999930 ] } }
+{ "type": "Feature", "properties": { "thesum": 50, "themax": 50, "themin": 50, "theproduct": 50, "themean": 50, "theconcat": 50, "thecomma": 50 }, "geometry": { "type": "Point", "coordinates": [ -94.775598,89.666291 ] } }
+{ "type": "Feature", "properties": { "thesum": 51, "themax": 51, "themin": 51, "theproduct": 51, "themean": 51, "theconcat": 51, "thecomma": 51 }, "geometry": { "type": "Point", "coordinates": [ -105.311977,25.819445 ] } }
+{ "type": "Feature", "properties": { "thesum": 52, "themax": 52, "themin": 52, "theproduct": 52, "themean": 52, "theconcat": 52, "thecomma": 52 }, "geometry": { "type": "Point", "coordinates": [ 116.462344,-73.172234 ] } }
+{ "type": "Feature", "properties": { "thesum": 53, "themax": 53, "themin": 53, "theproduct": 53, "themean": 53, "theconcat": 53, "thecomma": 53 }, "geometry": { "type": "Point", "coordinates": [ -84.902185,62.166503 ] } }
+{ "type": "Feature", "properties": { "thesum": 54, "themax": 54, "themin": 54, "theproduct": 54, "themean": 54, "theconcat": 54, "thecomma": 54 }, "geometry": { "type": "Point", "coordinates": [ -141.394664,-11.763473 ] } }
+{ "type": "Feature", "properties": { "thesum": 55, "themax": 55, "themin": 55, "theproduct": 55, "themean": 55, "theconcat": 55, "thecomma": 55 }, "geometry": { "type": "Point", "coordinates": [ 96.026399,83.713544 ] } }
+{ "type": "Feature", "properties": { "thesum": 56, "themax": 56, "themin": 56, "theproduct": 56, "themean": 56, "theconcat": 56, "thecomma": 56 }, "geometry": { "type": "Point", "coordinates": [ -154.653153,-89.307708 ] } }
+{ "type": "Feature", "properties": { "thesum": 57, "themax": 57, "themin": 57, "theproduct": 57, "themean": 57, "theconcat": 57, "thecomma": 57 }, "geometry": { "type": "Point", "coordinates": [ -71.769818,83.010189 ] } }
+{ "type": "Feature", "properties": { "thesum": 58, "themax": 58, "themin": 58, "theproduct": 58, "themean": 58, "theconcat": 58, "thecomma": 58 }, "geometry": { "type": "Point", "coordinates": [ 141.629089,-84.969764 ] } }
+{ "type": "Feature", "properties": { "thesum": 59, "themax": 59, "themin": 59, "theproduct": 59, "themean": 59, "theconcat": 59, "thecomma": 59 }, "geometry": { "type": "Point", "coordinates": [ -146.893857,-72.900555 ] } }
+{ "type": "Feature", "properties": { "thesum": 60, "themax": 60, "themin": 60, "theproduct": 60, "themean": 60, "theconcat": 60, "thecomma": 60 }, "geometry": { "type": "Point", "coordinates": [ 13.616243,86.468765 ] } }
+{ "type": "Feature", "properties": { "thesum": 61, "themax": 61, "themin": 61, "theproduct": 61, "themean": 61, "theconcat": 61, "thecomma": 61 }, "geometry": { "type": "Point", "coordinates": [ 146.239761,-77.415130 ] } }
+{ "type": "Feature", "properties": { "thesum": 62, "themax": 62, "themin": 62, "theproduct": 62, "themean": 62, "theconcat": 62, "thecomma": 62 }, "geometry": { "type": "Point", "coordinates": [ 120.720040,34.052368 ] } }
+{ "type": "Feature", "properties": { "thesum": 63, "themax": 63, "themin": 63, "theproduct": 63, "themean": 63, "theconcat": 63, "thecomma": 63 }, "geometry": { "type": "Point", "coordinates": [ -50.738121,-49.044879 ] } }
+{ "type": "Feature", "properties": { "thesum": 64, "themax": 64, "themin": 64, "theproduct": 64, "themean": 64, "theconcat": 64, "thecomma": 64 }, "geometry": { "type": "Point", "coordinates": [ 159.682795,-17.137421 ] } }
+{ "type": "Feature", "properties": { "thesum": 65, "themax": 65, "themin": 65, "theproduct": 65, "themean": 65, "theconcat": 65, "thecomma": 65 }, "geometry": { "type": "Point", "coordinates": [ -166.439086,2.775299 ] } }
+{ "type": "Feature", "properties": { "thesum": 66, "themax": 66, "themin": 66, "theproduct": 66, "themean": 66, "theconcat": 66, "thecomma": 66 }, "geometry": { "type": "Point", "coordinates": [ -68.075084,-6.863559 ] } }
+{ "type": "Feature", "properties": { "thesum": 67, "themax": 67, "themin": 67, "theproduct": 67, "themean": 67, "theconcat": 67, "thecomma": 67 }, "geometry": { "type": "Point", "coordinates": [ -177.446873,22.270257 ] } }
+{ "type": "Feature", "properties": { "thesum": 68, "themax": 68, "themin": 68, "theproduct": 68, "themean": 68, "theconcat": 68, "thecomma": 68 }, "geometry": { "type": "Point", "coordinates": [ 116.851469,-89.159093 ] } }
+{ "type": "Feature", "properties": { "thesum": 69, "themax": 69, "themin": 69, "theproduct": 69, "themean": 69, "theconcat": 69, "thecomma": 69 }, "geometry": { "type": "Point", "coordinates": [ 113.612595,13.841587 ] } }
+{ "type": "Feature", "properties": { "thesum": 70, "themax": 70, "themin": 70, "theproduct": 70, "themean": 70, "theconcat": 70, "thecomma": 70 }, "geometry": { "type": "Point", "coordinates": [ 147.030951,-21.627240 ] } }
+{ "type": "Feature", "properties": { "thesum": 71, "themax": 71, "themin": 71, "theproduct": 71, "themean": 71, "theconcat": 71, "thecomma": 71 }, "geometry": { "type": "Point", "coordinates": [ -171.838003,-55.021829 ] } }
+{ "type": "Feature", "properties": { "thesum": 72, "themax": 72, "themin": 72, "theproduct": 72, "themean": 72, "theconcat": 72, "thecomma": 72 }, "geometry": { "type": "Point", "coordinates": [ -179.320808,-69.030987 ] } }
+{ "type": "Feature", "properties": { "thesum": 73, "themax": 73, "themin": 73, "theproduct": 73, "themean": 73, "theconcat": 73, "thecomma": 73 }, "geometry": { "type": "Point", "coordinates": [ -41.291951,-0.546778 ] } }
+{ "type": "Feature", "properties": { "thesum": 74, "themax": 74, "themin": 74, "theproduct": 74, "themean": 74, "theconcat": 74, "thecomma": 74 }, "geometry": { "type": "Point", "coordinates": [ -159.602264,33.516804 ] } }
+{ "type": "Feature", "properties": { "thesum": 75, "themax": 75, "themin": 75, "theproduct": 75, "themean": 75, "theconcat": 75, "thecomma": 75 }, "geometry": { "type": "Point", "coordinates": [ -157.220701,-62.925493 ] } }
+{ "type": "Feature", "properties": { "thesum": 76, "themax": 76, "themin": 76, "theproduct": 76, "themean": 76, "theconcat": 76, "thecomma": 76 }, "geometry": { "type": "Point", "coordinates": [ 35.449285,-21.548332 ] } }
+{ "type": "Feature", "properties": { "thesum": 77, "themax": 77, "themin": 77, "theproduct": 77, "themean": 77, "theconcat": 77, "thecomma": 77 }, "geometry": { "type": "Point", "coordinates": [ 101.921779,85.807116 ] } }
+{ "type": "Feature", "properties": { "thesum": 78, "themax": 78, "themin": 78, "theproduct": 78, "themean": 78, "theconcat": 78, "thecomma": 78 }, "geometry": { "type": "Point", "coordinates": [ -128.051674,83.348143 ] } }
+{ "type": "Feature", "properties": { "thesum": 79, "themax": 79, "themin": 79, "theproduct": 79, "themean": 79, "theconcat": 79, "thecomma": 79 }, "geometry": { "type": "Point", "coordinates": [ 53.387503,-84.129458 ] } }
+{ "type": "Feature", "properties": { "thesum": 80, "themax": 80, "themin": 80, "theproduct": 80, "themean": 80, "theconcat": 80, "thecomma": 80 }, "geometry": { "type": "Point", "coordinates": [ 58.273040,-53.030862 ] } }
+{ "type": "Feature", "properties": { "thesum": 81, "themax": 81, "themin": 81, "theproduct": 81, "themean": 81, "theconcat": 81, "thecomma": 81 }, "geometry": { "type": "Point", "coordinates": [ 125.294919,18.287339 ] } }
+{ "type": "Feature", "properties": { "thesum": 82, "themax": 82, "themin": 82, "theproduct": 82, "themean": 82, "theconcat": 82, "thecomma": 82 }, "geometry": { "type": "Point", "coordinates": [ 31.960448,55.594735 ] } }
+{ "type": "Feature", "properties": { "thesum": 83, "themax": 83, "themin": 83, "theproduct": 83, "themean": 83, "theconcat": 83, "thecomma": 83 }, "geometry": { "type": "Point", "coordinates": [ 43.356826,-79.995205 ] } }
+{ "type": "Feature", "properties": { "thesum": 84, "themax": 84, "themin": 84, "theproduct": 84, "themean": 84, "theconcat": 84, "thecomma": 84 }, "geometry": { "type": "Point", "coordinates": [ -117.349281,13.354257 ] } }
+{ "type": "Feature", "properties": { "thesum": 85, "themax": 85, "themin": 85, "theproduct": 85, "themean": 85, "theconcat": 85, "thecomma": 85 }, "geometry": { "type": "Point", "coordinates": [ 7.392891,-80.387558 ] } }
+{ "type": "Feature", "properties": { "thesum": 86, "themax": 86, "themin": 86, "theproduct": 86, "themean": 86, "theconcat": 86, "thecomma": 86 }, "geometry": { "type": "Point", "coordinates": [ -0.255971,-32.692982 ] } }
+{ "type": "Feature", "properties": { "thesum": 87, "themax": 87, "themin": 87, "theproduct": 87, "themean": 87, "theconcat": 87, "thecomma": 87 }, "geometry": { "type": "Point", "coordinates": [ 165.528504,-69.862641 ] } }
+{ "type": "Feature", "properties": { "thesum": 88, "themax": 88, "themin": 88, "theproduct": 88, "themean": 88, "theconcat": 88, "thecomma": 88 }, "geometry": { "type": "Point", "coordinates": [ -137.105444,-88.260877 ] } }
+{ "type": "Feature", "properties": { "thesum": 89, "themax": 89, "themin": 89, "theproduct": 89, "themean": 89, "theconcat": 89, "thecomma": 89 }, "geometry": { "type": "Point", "coordinates": [ 28.112105,24.529585 ] } }
+{ "type": "Feature", "properties": { "thesum": 90, "themax": 90, "themin": 90, "theproduct": 90, "themean": 90, "theconcat": 90, "thecomma": 90 }, "geometry": { "type": "Point", "coordinates": [ -29.013503,48.460714 ] } }
+{ "type": "Feature", "properties": { "thesum": 91, "themax": 91, "themin": 91, "theproduct": 91, "themean": 91, "theconcat": 91, "thecomma": 91 }, "geometry": { "type": "Point", "coordinates": [ 114.967139,84.177181 ] } }
+{ "type": "Feature", "properties": { "thesum": 92, "themax": 92, "themin": 92, "theproduct": 92, "themean": 92, "theconcat": 92, "thecomma": 92 }, "geometry": { "type": "Point", "coordinates": [ -63.363328,58.006985 ] } }
+{ "type": "Feature", "properties": { "thesum": 93, "themax": 93, "themin": 93, "theproduct": 93, "themean": 93, "theconcat": 93, "thecomma": 93 }, "geometry": { "type": "Point", "coordinates": [ 169.765226,17.852955 ] } }
+{ "type": "Feature", "properties": { "thesum": 94, "themax": 94, "themin": 94, "theproduct": 94, "themean": 94, "theconcat": 94, "thecomma": 94 }, "geometry": { "type": "Point", "coordinates": [ -132.507302,18.086814 ] } }
+{ "type": "Feature", "properties": { "thesum": 95, "themax": 95, "themin": 95, "theproduct": 95, "themean": 95, "theconcat": 95, "thecomma": 95 }, "geometry": { "type": "Point", "coordinates": [ -56.678179,-62.556708 ] } }
+{ "type": "Feature", "properties": { "thesum": 96, "themax": 96, "themin": 96, "theproduct": 96, "themean": 96, "theconcat": 96, "thecomma": 96 }, "geometry": { "type": "Point", "coordinates": [ 174.715105,-76.783064 ] } }
+{ "type": "Feature", "properties": { "thesum": 97, "themax": 97, "themin": 97, "theproduct": 97, "themean": 97, "theconcat": 97, "thecomma": 97 }, "geometry": { "type": "Point", "coordinates": [ -19.142632,85.007238 ] } }
+{ "type": "Feature", "properties": { "thesum": 98, "themax": 98, "themin": 98, "theproduct": 98, "themean": 98, "theconcat": 98, "thecomma": 98 }, "geometry": { "type": "Point", "coordinates": [ 58.241524,86.371735 ] } }
+{ "type": "Feature", "properties": { "thesum": 99, "themax": 99, "themin": 99, "theproduct": 99, "themean": 99, "theconcat": 99, "thecomma": 99 }, "geometry": { "type": "Point", "coordinates": [ -27.756470,53.336764 ] } }
+{ "type": "Feature", "properties": { "thesum": 100, "themax": 100, "themin": 100, "theproduct": 100, "themean": 100, "theconcat": 100, "thecomma": 100 }, "geometry": { "type": "Point", "coordinates": [ -123.948513,-81.873970 ] } }

tests/attribute-type/out/-z0_-Tinttype@int_-Tfloattype@float_-Tbooltype@bool_-Tstringtype@string.json

@@ -3,6 +3,7 @@
 "center": "0.000000,0.000000,0",
 "description": "tests/attribute-type/out/-z0_-Tinttype@int_-Tfloattype@float_-Tbooltype@bool_-Tstringtype@string.json.check.mbtiles",
 "format": "pbf",
+"generator_options": "./tippecanoe -q -a@ -f -o tests/attribute-type/out/-z0_-Tinttype@int_-Tfloattype@float_-Tbooltype@bool_-Tstringtype@string.json.check.mbtiles -z0 -Tinttype:int -Tfloattype:float -Tbooltype:bool -Tstringtype:string tests/attribute-type/in.json",
 "json": "{\"vector_layers\": [ { \"id\": \"in\", \"description\": \"\", \"minzoom\": 0, \"maxzoom\": 0, \"fields\": {\"booltype\": \"Boolean\", \"expect\": \"Mixed\", \"floattype\": \"Number\", \"inttype\": \"Number\", \"stringtype\": \"String\"} } ],\"tilestats\": {\"layerCount\": 1,\"layers\": [{\"layer\": \"in\",\"count\": 39,\"geometry\": \"Point\",\"attributeCount\": 5,\"attributes\": [{\"attribute\": \"booltype\",\"count\": 2,\"type\": \"boolean\",\"values\": [false,true]},{\"attribute\": \"expect\",\"count\": 14,\"type\": \"mixed\",\"values\": [0,\"2\",\"2.5\",3,5,5.6,6,\"[2,3]\",\"false\",false,\"null\",\"something\",\"true\",true],\"min\": 0,\"max\": 6},{\"attribute\": \"floattype\",\"count\": 4,\"type\": \"number\",\"values\": [0,3,5,5.6],\"min\": 0,\"max\": 5.6},{\"attribute\": \"inttype\",\"count\": 5,\"type\": \"number\",\"values\": [0,0.000000,3.000000,5,6.000000],\"min\": 0,\"max\": 6},{\"attribute\": \"stringtype\",\"count\": 7,\"type\": \"string\",\"values\": [\"2\",\"2.5\",\"[2,3]\",\"false\",\"null\",\"something\",\"true\"]}]}]}}",
 "maxzoom": "0",
 "minzoom": "0",

tests/csv/ne_110m_populated_places_simple.csv

@@ -0,0 +1,249 @@
+scalerank,natscale,labelrank,featurecla,name,namepar,namealt,diffascii,nameascii,adm0cap,capalt,capin,worldcity,megacity,sov0name,sov_a3,adm0name,adm0_a3,adm1name,iso_a2,note,latitude,longitude,changed,namediff,diffnote,pop_max,pop_min,pop_other,rank_max,rank_min,geonameid,meganame,ls_name,ls_match,checkme,min_zoom
+8,10,3,Admin-0 capital,Vatican City,,,0,Vatican City,1.00000000000,,,1.00000000000,0,Vatican (Holy Sea),VAT,Vatican (Holy See),VAT,Lazio,VA,,41.90001222640,12.44780838890,4.00000000000,0,Changed scale rank.,832,832,562430,2,2,6691831.00000000000,,Vatican City,1,0,7.0
+7,20,0,Admin-0 capital,San Marino,,,0,San Marino,1.00000000000,,,0.00000000000,0,San Marino,SMR,San Marino,SMR,,SM,,43.91715008450,12.46667028670,0.00000000000,0,,29579,29000,0,7,7,3168070.00000000000,,San Marino,1,5,6.1
+7,20,0,Admin-0 capital,Vaduz,,,0,Vaduz,1.00000000000,,,0.00000000000,0,Liechtenstein,LIE,Liechtenstein,LIE,,LI,,47.13372377430,9.51666947291,0.00000000000,0,,36281,5342,33009,7,5,3042030.00000000000,,Vaduz,1,0,6.7
+6,30,8,Admin-0 capital alt,Lobamba,,,0,Lobamba,0.00000000000,1,Legislative and,0.00000000000,0,Swaziland,SWZ,Swaziland,SWZ,Manzini,SZ,,-26.46666746140,31.19999710970,4.00000000000,0,Changed scale rank.,9782,4557,0,5,4,935048.00000000000,,Lobamba,1,5,6.0
+6,30,8,Admin-0 capital,Luxembourg,,,0,Luxembourg,1.00000000000,,,0.00000000000,0,Luxembourg,LUX,Luxembourg,LUX,Luxembourg,LU,,49.61166037910,6.13000280623,4.00000000000,0,Changed scale rank.,107260,76684,106219,9,8,2960316.00000000000,,Luxembourg,1,0,6.0
+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,Majuro,,,0,Majuro,1.00000000000,,,0.00000000000,0,Marshall Islands,MHL,Marshall Islands,MHL,,MH,,7.10300431122,171.38000017600,4.00000000000,0,Changed scale rank.,25400,20500,0,7,7,2113779.00000000000,,Majuro,1,5,6.0
+6,30,0,Admin-0 capital,Funafuti,,,0,Funafuti,1.00000000000,,,0.00000000000,0,Tuvalu,TUV,Tuvalu,TUV,,TV,,-8.51665199904,179.21664709400,4.00000000000,0,Population from GeoNames. Changed scale rank.,4749,4749,0,4,4,2110394.00000000000,,Funafuti,0,5,6.0
+6,30,0,Admin-0 capital,Melekeok,,,0,Melekeok,1.00000000000,,,0.00000000000,0,Palau,PLW,Palau,PLW,,PW,,7.48739617298,134.62654846700,4.00000000000,0,Location adjusted. Changed scale rank.,7026,7026,0,5,5,1559804.00000000000,,Melekeok,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
+6,30,0,Admin-0 capital,Monaco,,,0,Monaco,1.00000000000,,,0.00000000000,0,Monaco,MCO,Monaco,MCO,,MC,,43.73964568790,7.40691317347,4.00000000000,0,Location adjusted. Changed scale rank.,36371,36371,102371,7,7,2993458.00000000000,,Monaco,1,0,5.1
+6,30,0,Admin-0 capital,Tarawa,,,0,Tarawa,1.00000000000,,,0.00000000000,0,Kiribati,KIR,Kiribati,KIR,,KI,,1.33818750562,173.01757082900,4.00000000000,0,Location adjusted. Changed scale rank.,28802,22534,0,7,7,2110079.00000000000,,Tarawa,1,5,6.0
+6,30,0,Admin-0 capital,Moroni,,,0,Moroni,1.00000000000,,,0.00000000000,0,Comoros,COM,Comoros,COM,,KM,,-11.70415769570,43.24024409870,4.00000000000,0,Changed scale rank.,128698,42872,0,9,7,921772.00000000000,,Moroni,1,5,6.0
+6,30,0,Admin-0 capital,Andorra,,,0,Andorra,1.00000000000,,,0.00000000000,0,Andorra,AND,Andorra,AND,,AD,,42.50000144350,1.51648596051,4.00000000000,0,Changed scale rank.,53998,22256,53371,8,7,3130067.00000000000,,Andorra,1,5,6.0
+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
+4,50,0,Admin-0 capital,Kigali,,,0,Kigali,1.00000000000,,,0.00000000000,1,Rwanda,RWA,Rwanda,RWA,Kigali City,RW,,-1.95359006868,30.06053177770,4.00000000000,0,Changed scale rank.,860000,745261,1152904,11,11,202061.00000000000,Kigali,Kigali,1,0,5.1
+4,50,8,Admin-0 capital,Mbabane,,,0,Mbabane,1.00000000000,,Administrative,0.00000000000,0,Swaziland,SWZ,Swaziland,SWZ,Hhohho,SZ,,-26.31665077840,31.13333451210,4.00000000000,0,Changed scale rank.,90138,76218,89979,8,8,934985.00000000000,,Mbabane,1,0,5.6
+4,50,5,Admin-0 capital,Juba,,,0,Juba,0.00000000000,,,0.00000000000,0,South Sudan,SSD,South Sudan,SSD,Central Equatoria,SS,,4.82997519828,31.58002559280,20.00000000000,0,Changed country.,111975,111975,111975,9,9,373303.00000000000,,Juba,1,0,5.1
+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
+4,50,8,Admin-0 capital,Ljubljana,,,0,Ljubljana,1.00000000000,,,0.00000000000,0,Slovenia,SVN,Slovenia,SVN,Osrednjeslovenska,SI,,46.05528830880,14.51496903350,4.00000000000,0,Changed scale rank.,314807,255115,256316,10,10,3196359.00000000000,,Ljubljana,1,0,5.6
+4,50,7,Admin-0 capital,Bratislava,,,0,Bratislava,1.00000000000,,,0.00000000000,0,Slovakia,SVK,Slovakia,SVK,Bratislavský,SK,,48.15001833000,17.11698075220,4.00000000000,0,Changed scale rank.,423737,373687,361489,10,10,3060972.00000000000,,Bratislava,1,0,5.1
+4,50,8,Admin-0 capital,Doha,,,0,Doha,1.00000000000,,,0.00000000000,0,Qatar,QAT,Qatar,QAT,Ad Dawhah,QA,,25.28655600890,51.53296789430,4.00000000000,0,Location adjusted. Changed scale rank.,1450000,731310,0,12,11,290030.00000000000,,Doha,1,5,5.6
+4,50,8,Admin-0 capital,Podgorica,,,0,Podgorica,1.00000000000,,,0.00000000000,0,Montenegro,MNE,Montenegro,MNE,Podgorica,ME,,42.46597251290,19.26630692410,4.00000000000,0,Location adjusted. Changed scale rank.,145850,136473,0,9,9,3193044.00000000000,,Podgorica,1,0,5.6
+4,50,6,Admin-0 capital alt,Sri Jawewardenepura Kotte,,,0,Sri Jawewardenepura Kotte,0.00000000000,1,Legislative cap,0.00000000000,0,Sri Lanka,LKA,Sri Lanka,LKA,Colombo,LK,,6.90000388481,79.94999304090,4.00000000000,1,Name changed.,115826,115826,2456292,9,9,1238992.00000000000,,Kotte,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
+4,50,7,Admin-0 capital,Bern,,,0,Bern,1.00000000000,,,0.00000000000,0,Switzerland,CHE,Switzerland,CHE,Bern,CH,,46.91668275870,7.46697546248,4.00000000000,0,Changed scale rank.,275329,121631,267814,10,9,2661552.00000000000,,Bern,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
+4,50,8,Admin-0 capital,Pristina,,,0,Pristina,1.00000000000,,,0.00000000000,0,Kosovo,KOS,Kosovo,KOS,Pristina,-99,,42.66670961410,21.16598425160,4.00000000000,0,Changed scale rank.,465186,198214,261783,10,9,786714.00000000000,,Pristina,1,0,5.6
+4,50,8,Admin-0 capital,Roseau,,,0,Roseau,1.00000000000,,,0.00000000000,0,Dominica,DMA,Dominica,DMA,Saint George,DM,,15.30101564430,-61.38701298180,4.00000000000,0,Changed scale rank.,23336,16571,23336,7,6,3575635.00000000000,,Roseau,1,5,5.1
+4,50,8,Admin-0 capital,Djibouti,,,0,Djibouti,1.00000000000,,,0.00000000000,0,Djibouti,DJI,Djibouti,DJI,Djibouti,DJ,,11.59501446430,43.14800166710,4.00000000000,0,Changed scale rank.,923000,604013,335001,11,11,223817.00000000000,,Djibouti,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,Banjul,,,0,Banjul,1.00000000000,,,0.00000000000,0,"Gambia, The",GMB,The Gambia,GMB,Banjul,GM,,13.45387646030,-16.59170148920,4.00000000000,0,Location adjusted. Changed scale rank.,43094,34589,581300,7,7,2413876.00000000000,,Banjul,1,0,5.6
+4,50,8,Admin-0 capital,Skopje,,,0,Skopje,1.00000000000,,,0.00000000000,0,Macedonia,MKD,Macedonia,MKD,Centar,MK,,42.00000612290,21.43346146510,4.00000000000,0,Changed scale rank.,494087,474889,491890,10,10,785842.00000000000,,Skopje,1,5,5.6
+4,50,8,Admin-0 capital,Bridgetown,,,0,Bridgetown,1.00000000000,,,0.00000000000,0,Barbados,BRB,Barbados,BRB,Saint Michael,BB,,13.10200258280,-59.61652673510,4.00000000000,0,Changed scale rank.,191152,96578,191814,9,8,2075807.00000000000,,Bridgetown,1,5,5.6
+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
+4,50,8,Admin-0 capital,Bujumbura,,,0,Bujumbura,1.00000000000,,,0.00000000000,0,Burundi,BDI,Burundi,BDI,Bujumbura Mairie,BI,,-3.37608722037,29.36000606150,4.00000000000,0,Changed scale rank.,331700,331700,1208361,10,10,425378.00000000000,,Bujumbura,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,Castries,,,0,Castries,1.00000000000,,,0.00000000000,0,Saint Lucia,LCA,Saint Lucia,LCA,,LC,,14.00197348930,-61.00000818040,4.00000000000,0,Changed scale rank.,37963,10634,0,7,6,3028258.00000000000,,Castries,1,5,5.6
+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
+4,50,0,Admin-0 capital,Port Louis,,,0,Port Louis,1.00000000000,,,0.00000000000,0,Mauritius,MUS,Mauritius,MUS,,MU,,-20.16663857140,57.49999385460,4.00000000000,0,Changed scale rank.,595491,148416,304613,11,9,934154.00000000000,,Port Louis,1,5,5.6
+4,50,0,Admin-0 capital,Saint George's,,,0,Saint George's,1.00000000000,,,0.00000000000,0,Grenada,GRD,Grenada,GRD,,GD,,12.05263340170,-61.74164322610,4.00000000000,0,Changed scale rank.,33734,27343,27343,7,7,3579925.00000000000,,Saint Georgee۪s,1,5,5.1
+4,50,0,Admin-0 capital,Manama,,,0,Manama,1.00000000000,,,0.00000000000,0,Bahrain,BHR,Bahrain,BHR,,BH,,26.23613629050,50.58305171590,4.00000000000,0,Changed scale rank.,563920,157474,563666,11,9,290340.00000000000,,Manama,1,5,5.6
+4,50,0,Admin-0 capital,Saint John's,,,0,Saint John's,1.00000000000,,,0.00000000000,0,Antigua and Barbuda,ATG,Antigua and Barbuda,ATG,,AG,,17.11803651830,-61.85003381510,4.00000000000,0,Changed scale rank.,35499,24226,0,7,7,3576022.00000000000,,Saint John's,1,5,5.1
+3,110,8,Admin-0 capital,Montevideo,,,0,Montevideo,1.00000000000,,,0.00000000000,1,Uruguay,URY,Uruguay,URY,Montevideo,UY,,-34.85804156620,-56.17105228840,0.00000000000,0,,1513000,5324,1276128,12,5,5038018.00000000000,Montevideo,Montevideo,1,0,4.0
+3,110,8,Admin-0 capital,Lomé,,Lome,0,Lome,1.00000000000,,,0.00000000000,1,Togo,TGO,Togo,TGO,Maritime,TG,,6.13193707166,1.22275711936,0.00000000000,0,,1452000,749700,1256715,12,11,2365267.00000000000,Lomi,Lome,1,0,5.0
+3,110,7,Admin-0 capital,Tunis,,,0,Tunis,1.00000000000,,,0.00000000000,0,Tunisia,TUN,Tunisia,TUN,Tunis,TN,,36.80277813620,10.17967809920,0.00000000000,0,,2412500,728453,1675117,12,11,2464470.00000000000,,Tunis,1,0,5.0
+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,Ashgabat,,,0,Ashgabat,1.00000000000,,,0.00000000000,0,Turkmenistan,TKM,Turkmenistan,TKM,Ahal,TM,,37.94999493310,58.38329911180,0.00000000000,0,,727700,577982,556048,11,11,162183.00000000000,,Ashgabat,1,0,5.0
+3,110,6,Admin-0 capital,Lusaka,,,0,Lusaka,1.00000000000,,,0.00000000000,1,Zambia,ZMB,Zambia,ZMB,Lusaka,ZM,,-15.41664426790,28.28332759470,0.00000000000,0,,1328000,1267440,1240558,12,12,909137.00000000000,Lusaka,Lusaka,1,0,4.0
+3,110,6,Admin-0 capital,Harare,,,0,Harare,1.00000000000,,,0.00000000000,1,Zimbabwe,ZWE,Zimbabwe,ZWE,Harare,ZW,,-17.81778969440,31.04470943070,0.00000000000,0,,1572000,1542813,1831877,12,12,890299.00000000000,Harare,Harare,1,0,4.0
+3,110,8,Admin-0 capital,Dili,,,0,Dili,1.00000000000,,,0.00000000000,0,East Timor,TLS,East Timor,TLS,Dili,TL,,-8.55938840855,125.57945593200,0.00000000000,0,,234331,193563,55154,10,9,1645457.00000000000,,Dili,1,0,5.0
+3,110,8,Admin-0 capital,Port Vila,,,0,Port Vila,1.00000000000,,,0.00000000000,0,Vanuatu,VUT,Vanuatu,VUT,Shefa,VU,,-17.73335040400,168.31664058400,0.00000000000,0,,44040,35901,7702,7,7,2135171.00000000000,,Port-Vila,1,0,4.0
+3,110,8,Admin-0 capital,Tegucigalpa,,,0,Tegucigalpa,1.00000000000,,,0.00000000000,1,Honduras,HND,Honduras,HND,Francisco Morazán,HN,,14.10204490050,-87.21752933930,0.00000000000,0,,946000,850848,1014546,11,11,3600949.00000000000,Tegucigalpa,Tegucigalpa,1,0,5.0
+3,110,8,Admin-0 capital,Georgetown,,,0,Georgetown,1.00000000000,,,0.00000000000,0,Guyana,GUY,Guyana,GUY,East Berbice-Corentyne,GY,,6.80197369275,-58.16702864750,0.00000000000,0,,264350,235017,264350,10,10,3378644.00000000000,,Georgetown1,1,5,4.0
+3,110,8,Admin-0 capital,Reykjavík,,,1,Reykjavik,1.00000000000,,,0.00000000000,0,Iceland,ISL,Iceland,ISL,Suðurnes,IS,,64.15002361970,-21.95001448720,0.00000000000,0,,166212,113906,160116,9,9,3413829.00000000000,,Reykjavik,1,0,3.7
+3,110,8,Admin-0 capital,Port-au-Prince,,,0,Port-au-Prince,1.00000000000,,,0.00000000000,1,Haiti,HTI,Haiti,HTI,Ouest,HT,,18.54102459610,-72.33603458830,0.00000000000,0,,1998000,1234742,2385397,12,12,3718426.00000000000,Port-au-Prince,Port-au-Prince,1,0,5.0
+3,110,5,Admin-0 capital,Kampala,,,0,Kampala,1.00000000000,,,0.00000000000,1,Uganda,UGA,Uganda,UGA,Kampala,UG,,0.31665895477,32.58332352570,0.00000000000,0,,1420000,1353189,2153702,12,12,232422.00000000000,Kampala,Kampala,1,0,5.0
+3,110,8,Admin-0 capital,Paramaribo,,,0,Paramaribo,1.00000000000,,,0.00000000000,0,Suriname,SUR,Suriname,SUR,Paramaribo,SR,,5.83503012992,-55.16703088540,0.00000000000,0,,254169,223757,248161,10,10,3383330.00000000000,,Paramaribo,1,5,5.0
+3,110,6,Admin-0 capital,Niamey,,,0,Niamey,1.00000000000,,,0.00000000000,1,Niger,NER,Niger,NER,Niamey,NE,,13.51670595190,2.11665604514,0.00000000000,0,,915000,742791,715325,11,11,2440485.00000000000,Niamey,Niamey,1,0,5.0
+3,110,8,Admin-0 capital,Dushanbe,,,0,Dushanbe,1.00000000000,,,0.00000000000,0,Tajikistan,TJK,Tajikistan,TJK,Tadzhikistan Territories,TJ,,38.56003521630,68.77387935270,0.00000000000,0,,1086244,679400,1081361,12,11,1221874.00000000000,,Dushanbe,1,0,5.0
+3,110,7,Admin-0 capital,Asunción,,Asuncion,1,Asuncion,1.00000000000,,,0.00000000000,1,Paraguay,PRY,Paraguay,PRY,Asunción,PY,,-25.29640297570,-57.64150516930,0.00000000000,0,,1870000,11693,636771,12,6,1730025.00000000000,Asuncian,Asuncion,1,5,4.0
+3,110,8,Admin-0 capital,Managua,,,0,Managua,1.00000000000,,,0.00000000000,1,Nicaragua,NIC,Nicaragua,NIC,Managua,NI,,12.15301658010,-86.26849166030,0.00000000000,0,,920000,920000,1088194,11,11,3617763.00000000000,Managua,Managua,1,0,5.0
+3,110,8,Admin-0 capital,Freetown,,,0,Freetown,1.00000000000,,,0.00000000000,1,Sierra Leone,SLE,Sierra Leone,SLE,Western,SL,,8.47001141249,-13.23421574040,0.00000000000,0,,827000,13768,1074640,11,6,2408770.00000000000,Freetown,Freetown,1,0,5.0
+3,110,2,Admin-0 capital,Islamabad,,,0,Islamabad,1.00000000000,,,0.00000000000,1,Pakistan,PAK,Pakistan,PAK,F.C.T.,PK,,33.69999595030,73.16663447970,0.00000000000,0,,780000,601600,893673,11,11,1176615.00000000000,Islamabad,Islamabad,1,0,5.0
+3,110,6,Admin-0 capital,Kathmandu,,,0,Kathmandu,1.00000000000,,,0.00000000000,1,Nepal,NPL,Nepal,NPL,Bhaktapur,NP,,27.71669191390,85.31664221080,0.00000000000,0,,895000,895000,1099610,11,11,1283240.00000000000,Kathmandu,Kathmandu,1,0,5.0
+3,110,3,Admin-0 capital,Bloemfontein,,,0,Bloemfontein,1.00000000000,,Judicial capita,0.00000000000,0,South Africa,ZAF,South Africa,ZAF,Orange Free State,ZA,,-29.11999387740,26.22991288120,4.00000000000,0,Changed scale rank.,463064,456669,456513,10,10,1018725.00000000000,,Bloemfontein,1,0,5.0
+3,110,3,Admin-0 capital,Pretoria,,,0,Pretoria,1.00000000000,,Administrative,0.00000000000,1,South Africa,ZAF,South Africa,ZAF,Gauteng,ZA,,-25.70692055380,28.22942907580,0.00000000000,0,,1338000,1338000,1443084,12,12,964137.00000000000,Pretoria,Pretoria,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,Honiara,,,0,Honiara,1.00000000000,,,0.00000000000,0,Solomon Islands,SLB,Solomon Islands,SLB,Guadalcanal,SB,,-9.43799429509,159.94976573400,0.00000000000,0,,76328,56298,76328,8,8,2108502.00000000000,,Honiara,1,0,5.0
+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
+3,110,5,Admin-0 capital,Rabat,,,0,Rabat,1.00000000000,,,0.00000000000,1,Morocco,MAR,Morocco,MAR,Rabat - Salé - Zemmour - Zaer,MA,,34.02529909160,-6.83613082013,0.00000000000,0,,1705000,1655753,2029349,12,12,2538475.00000000000,Rabat,Rabat,1,0,5.0
+3,110,8,Admin-0 capital,Chișinău,,,0,Chisinau,1.00000000000,,,0.00000000000,0,Moldova,MDA,Moldova,MDA,Chisinau,MD,,47.00502361970,28.85771113970,0.00000000000,0,,688134,635994,664472,11,11,618426.00000000000,,Chisinau,1,5,5.0
+3,110,6,Admin-0 capital,Maputo,,,0,Maputo,1.00000000000,,,0.00000000000,1,Mozambique,MOZ,Mozambique,MOZ,Maputo,MZ,,-25.95527748740,32.58916296260,0.00000000000,0,,1446000,1191613,1365454,12,12,1040652.00000000000,Maputo,Maputo,1,0,5.0
+3,110,8,Admin-0 capital,Mogadishu,,Muqdisho,0,Mogadishu,1.00000000000,,,0.00000000000,1,Somalia,SOM,Somalia,SOM,Banaadir,SO,,2.06668133433,45.36667761110,0.00000000000,0,,1100000,875388,849392,12,11,53654.00000000000,Muqdisho,Mogadishu,1,5,4.0
+3,110,8,Admin-0 capital,Muscat,,,0,Muscat,1.00000000000,,,0.00000000000,0,Oman,OMN,Oman,OMN,Muscat,OM,,23.61332480770,58.59331213260,0.00000000000,0,,734697,586861,586861,11,11,287286.00000000000,,Muscat,1,0,5.0
+3,110,6,Admin-0 capital,Colombo,,,0,Colombo,1.00000000000,,"De facto, admin",0.00000000000,0,Sri Lanka,LKA,Sri Lanka,LKA,Colombo,LK,,6.93196575818,79.85775060930,0.00000000000,0,,217000,217000,2490974,10,10,3465927.00000000000,,Colombo,1,5,5.0
+3,110,7,Admin-0 capital,Ulaanbaatar,,,0,Ulaanbaatar,1.00000000000,,,0.00000000000,1,Mongolia,MNG,Mongolia,MNG,Ulaanbaatar,MN,,47.91667339990,106.91661576200,0.00000000000,0,,885000,769612,765359,11,11,2028462.00000000000,Ulaanbaatar,Ulaanbaatar,1,0,4.0
+3,110,6,Admin-0 capital,Windhoek,,,0,Windhoek,1.00000000000,,,0.00000000000,0,Namibia,NAM,Namibia,NAM,Khomas,NA,,-22.57000608440,17.08354610050,0.00000000000,0,,268132,262796,262796,10,10,3352136.00000000000,,Windhoek,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,Bissau,,,0,Bissau,1.00000000000,,,0.00000000000,0,Guinea Bissau,GNB,Guinea Bissau,GNB,Bissau,GW,,11.86502382300,-15.59836084130,0.00000000000,0,,403339,388028,403339,10,10,2374775.00000000000,,Bissau,1,0,5.0
+3,110,8,Admin-0 capital,Amman,,,0,Amman,1.00000000000,,,0.00000000000,1,Jordan,JOR,Jordan,JOR,Amman,JO,,31.95002524720,35.93329992550,0.00000000000,0,,1060000,1060000,2633729,12,12,250441.00000000000,Amman,Amman,1,0,5.0
+3,110,8,Admin-0 capital,Vilnius,,,0,Vilnius,1.00000000000,,,0.00000000000,0,Lithuania,LTU,Lithuania,LTU,Vilniaus,LT,,54.68336631180,25.31663529330,0.00000000000,0,,542366,507029,494356,11,11,593116.00000000000,,Vilnius,1,0,5.0
+3,110,8,Admin-0 capital,Riga,,,0,Riga,1.00000000000,,,0.00000000000,0,Latvia,LVA,Latvia,LVA,Riga,LV,,56.95002382320,24.09996537140,0.00000000000,0,,742572,705033,0,11,11,456172.00000000000,,Riga,1,0,4.0
+3,110,8,Admin-0 capital,Bishkek,,,0,Bishkek,1.00000000000,,,0.00000000000,1,Kyrgyzstan,KGZ,Kyrgyzstan,KGZ,Bishkek,KG,,42.87307944650,74.58520422250,0.00000000000,0,,837000,804212,781714,11,11,1528675.00000000000,Bishkek,Bishkek,1,5,5.0
+3,110,8,Admin-0 capital,Maseru,,,0,Maseru,1.00000000000,,,0.00000000000,0,Lesotho,LSO,Lesotho,LSO,Maseru,LS,,-29.31667437870,27.48327307000,0.00000000000,0,,361324,118355,356225,10,9,932505.00000000000,,Maseru,1,0,5.0
+3,110,6,Admin-0 capital,Antananarivo,,,0,Antananarivo,1.00000000000,,,0.00000000000,1,Madagascar,MDG,Madagascar,MDG,Antananarivo,MG,,-18.91663735060,47.51662390010,0.00000000000,0,,1697000,1391433,1844658,12,12,1070940.00000000000,Antananarivo,Antananarivo,1,0,5.0
+3,110,7,Admin-0 capital,Quito,,,0,Quito,1.00000000000,,,0.00000000000,1,Ecuador,ECU,Ecuador,ECU,Pichincha,EC,,-0.21498818065,-78.50005110850,0.00000000000,0,,1701000,1399814,1435528,12,12,3652462.00000000000,Quito,Quito,1,0,4.0
+3,110,8,Admin-0 capital,San José,,San Jose,1,San Jose,1.00000000000,,,0.00000000000,1,Costa Rica,CRI,Costa Rica,CRI,San José,CR,,9.93501242974,-84.08405135270,0.00000000000,0,,1284000,1724,1434681,12,3,3669623.00000000000,San Josi,San Jose1,1,5,5.0
+3,110,8,Admin-0 capital,San Salvador,,,0,San Salvador,1.00000000000,,,0.00000000000,1,El Salvador,SLV,El Salvador,SLV,San Salvador,SV,,13.71000164690,-89.20304122080,0.00000000000,0,,1433000,2807,2139587,12,4,1690681.00000000000,San Salvador,San Salvador,1,5,5.0
+3,110,8,Admin-0 capital,Kingston,,,0,Kingston,1.00000000000,,,0.00000000000,0,Jamaica,JAM,Jamaica,JAM,Kingston,JM,,17.97707662380,-76.76743371370,4.00000000000,0,Location adjusted.,937700,664973,18171,11,11,3489854.00000000000,,Kingston1,1,5,5.0
+3,110,7,Admin-0 capital,Ndjamena,,N'Djamnna,0,Ndjamena,1.00000000000,,,0.00000000000,1,Chad,TCD,Chad,TCD,Hadjer-Lamis,TD,,12.11309653620,15.04914831410,0.00000000000,0,,989000,681387,686347,11,11,2427123.00000000000,N'Djam-na,Ndjamena,1,0,5.0
+3,110,8,Admin-0 capital,Malabo,,,0,Malabo,1.00000000000,,,0.00000000000,0,Equatorial Guinea,GNQ,Equatorial Guinea,GNQ,Bioko Norte,GQ,,3.75001527803,8.78327754582,4.00000000000,0,Location adjusted.,155963,155963,0,9,9,2309527.00000000000,,Malabo,1,0,5.0
+3,110,8,Admin-0 capital,Asmara,,,0,Asmara,1.00000000000,,,0.00000000000,0,Eritrea,ERI,Eritrea,ERI,Anseba,ER,,15.33333925270,38.93332352580,0.00000000000,0,,620802,563930,587094,11,11,343300.00000000000,,Asmara,1,0,5.0
+3,110,8,Admin-0 capital,Zagreb,,,0,Zagreb,1.00000000000,,,0.00000000000,0,Croatia,HRV,Croatia,HRV,Grad Zagreb,HR,,45.80000673330,15.99999466820,0.00000000000,0,,722526,698966,690638,11,11,3186886.00000000000,,Zagreb,1,0,5.0
+3,110,8,Admin-0 capital,Tallinn,,,0,Tallinn,1.00000000000,,,0.00000000000,0,Estonia,EST,Estonia,EST,Harju,EE,,59.43387737950,24.72804072950,0.00000000000,0,,394024,340027,317949,10,10,588409.00000000000,,Tallinn,1,0,5.0
+3,110,8,Admin-0 capital,Lilongwe,,,0,Lilongwe,1.00000000000,,,0.00000000000,0,Malawi,MWI,Malawi,MWI,Lilongwe,MW,,-13.98329506550,33.78330196000,0.00000000000,0,,646750,646750,1061388,11,11,927967.00000000000,,Lilongwe,1,0,5.0
+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
+3,110,7,Admin-0 capital,Libreville,,,0,Libreville,1.00000000000,,,0.00000000000,0,Gabon,GAB,Gabon,GAB,Estuaire,GA,,0.38538860972,9.45796504582,0.00000000000,0,,578156,483355,483522,11,10,2399697.00000000000,,Libreville,1,0,5.0
+3,110,8,Admin-0 capital,Suva,,,0,Suva,1.00000000000,,,0.00000000000,0,Fiji,FJI,Fiji,FJI,Central,FJ,,-18.13301593140,178.44170731500,4.00000000000,0,Location adjusted.,175399,88271,0,9,8,2198148.00000000000,,Suva,1,0,5.0
+3,110,3,Admin-0 capital alt,Valparaíso,,Valparaiso,1,Valparaiso,0.00000000000,1,Legislative cap,0.00000000000,1,Chile,CHL,Chile,CHL,Valparaíso,CL,,-33.04776446660,-71.62101363290,4.00000000000,0,Changed scale rank.,854000,15938,130815,11,6,3445575.00000000000,Valpara so,Valparaiso2,1,0,5.0
+3,110,7,Admin-0 capital,Nouakchott,,,0,Nouakchott,1.00000000000,,,0.00000000000,0,Mauritania,MRT,Mauritania,MRT,Nouakchott,MR,,18.08642702120,-15.97534041490,0.00000000000,0,,742144,661400,742144,11,11,2377450.00000000000,,Nouakchott,1,0,5.0
+3,110,6,Admin-0 capital,Bamako,,,0,Bamako,1.00000000000,,,0.00000000000,1,Mali,MLI,Mali,MLI,Bamako,ML,,12.65001466770,-8.00003910464,0.00000000000,0,,1494000,1297281,1301407,12,12,2460596.00000000000,Bamako,Bamako,1,0,4.0
+3,110,8,Admin-0 capital,Beirut,,Bayrut,0,Beirut,1.00000000000,,,0.00000000000,1,Lebanon,LBN,Lebanon,LBN,Beirut,LB,,33.87197511700,35.50970821000,0.00000000000,0,,1846000,1712125,1661980,12,12,276781.00000000000,Bayrut,Beirut,1,5,5.0
+3,110,8,Admin-0 capital,Tbilisi,,T'Bilisi,0,Tbilisi,1.00000000000,,,0.00000000000,1,Georgia,GEO,Georgia,GEO,Tbilisi,GE,,41.72500998850,44.79079544960,0.00000000000,0,,1100000,1005257,977179,12,12,611717.00000000000,Tbilisi,Tbilisi,1,0,5.0
+3,110,6,Admin-0 capital,Astana,,,0,Astana,1.00000000000,,,0.00000000000,0,Kazakhstan,KAZ,Kazakhstan,KAZ,Aqmola,KZ,,51.18112530430,71.42777420950,0.00000000000,0,,345604,325021,317445,10,10,1526273.00000000000,,Astana,1,0,4.0
+3,110,8,Admin-0 capital,Vientiane,,,0,Vientiane,1.00000000000,,,0.00000000000,0,Laos,LAO,Laos,LAO,Vientiane [prefecture],LA,,17.96669272760,102.59998002000,0.00000000000,0,,754000,570348,469811,11,11,1651944.00000000000,,Vientiane,1,0,5.0
+3,110,7,Admin-0 capital,Brazzaville,,,0,Brazzaville,1.00000000000,,,0.00000000000,1,Congo (Brazzaville),COG,Congo (Brazzaville),COG,Pool,CG,,-4.25918577181,15.28468949250,0.00000000000,0,,1355000,1163890,1174778,12,12,2260535.00000000000,Brazzaville,Brazzaville,1,0,5.0
+3,110,8,Admin-0 capital,Conakry,,,0,Conakry,1.00000000000,,,0.00000000000,1,Guinea,GIN,Guinea,GIN,Conakry,GN,,9.53152284641,-13.68023502750,0.00000000000,0,,1494000,1494000,1498020,12,12,2422465.00000000000,Conakry,Conakry,1,5,5.0
+3,110,8,Admin-0 capital,Yamoussoukro,,,0,Yamoussoukro,1.00000000000,1,Official capita,0.00000000000,0,Ivory Coast,CIV,Ivory Coast,CIV,Lacs,CI,,6.81838096000,-5.27550256491,4.00000000000,0,Changed scale rank.,206499,194530,206499,10,9,2279755.00000000000,,Yamoussoukro,1,0,5.0
+3,110,2,Admin-0 capital,Ottawa,,Ottawa-Gatineau,0,Ottawa,1.00000000000,,,0.00000000000,1,Canada,CAN,Canada,CAN,Ontario,CA,,45.41669679670,-75.70001530120,0.00000000000,0,,1145000,812129,872781,12,11,6094817.00000000000,Ottawa-Gatineau,Ottawa,1,5,3.0
+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
+3,110,6,Admin-0 capital,Sucre,,,0,Sucre,1.00000000000,,Official (const,0.00000000000,0,Bolivia,BOL,Bolivia,BOL,Chuquisaca,BO,,-19.04097084670,-65.25951562670,0.00000000000,0,,224838,221736,221736,10,10,3903987.00000000000,,Sucre,1,0,4.7
+3,110,8,Admin-0 capital,Belmopan,,,0,Belmopan,1.00000000000,,,0.00000000000,0,Belize,BLZ,Belize,BLZ,Cayo,BZ,,17.25203350720,-88.76707299980,0.00000000000,0,,15220,13381,15220,6,6,3582672.00000000000,,Belmopan,1,0,5.0
+3,110,7,Admin-0 capital,Bangui,,,0,Bangui,1.00000000000,,,0.00000000000,0,Central African Republic,CAF,Central African Republic,CAF,Bangui,CF,,4.36664430635,18.55828812530,0.00000000000,0,,831925,622771,782274,11,11,2389853.00000000000,,Bangui,1,0,5.0
+3,110,6,Admin-0 capital,Yaounde,,Yaounde,0,Yaounde,1.00000000000,,,0.00000000000,1,Cameroon,CMR,Cameroon,CMR,Centre,CM,,3.86670066214,11.51665075550,0.00000000000,0,,1611000,1060587,1060747,12,12,2220957.00000000000,Yaound,Yaounde,1,0,5.0
+3,110,8,Admin-0 capital,Tirana,,,0,Tirana,1.00000000000,,,0.00000000000,0,Albania,ALB,Albania,ALB,Durrës,AL,,41.32754070950,19.81888301460,0.00000000000,0,,895350,421286,517792,11,10,3183875.00000000000,,Tirana,1,0,5.0
+3,110,8,Admin-0 capital,Yerevan,,,0,Yerevan,1.00000000000,,,0.00000000000,1,Armenia,ARM,Armenia,ARM,Erevan,AM,,40.18115073550,44.51355139040,0.00000000000,0,,1102000,1093485,1154748,12,12,616052.00000000000,Yerevan,Yerevan,1,5,5.0
+3,110,8,Admin-0 capital,Baku,,,0,Baku,1.00000000000,,,0.00000000000,1,Azerbaijan,AZE,Azerbaijan,AZE,Baki,AZ,,40.39527203270,49.86221716190,0.00000000000,0,,2122300,1892000,1518801,12,12,587084.00000000000,Baku,Baku,1,0,5.0
+3,110,8,Admin-0 capital,Phnom Penh,,Phnum Penh,0,Phnom Penh,1.00000000000,,,0.00000000000,1,Cambodia,KHM,Cambodia,KHM,Phnom Penh,KH,,11.55003012990,104.91663448000,0.00000000000,0,,1466000,1466000,1604086,12,12,1821306.00000000000,Phnum Penh,Phnom Penh,1,5,5.0
+3,110,6,Admin-0 capital,La Paz,,,0,La Paz,1.00000000000,,Administrative,0.00000000000,1,Bolivia,BOL,Bolivia,BOL,La Paz,BO,,-16.49797361370,-68.14998519050,0.00000000000,0,,1590000,812799,4400,12,11,3911925.00000000000,La Paz,La Paz3,1,0,4.0
+3,110,8,Admin-0 capital,Cotonou,,,0,Cotonou,1.00000000000,,"De facto, admin",0.00000000000,1,Benin,BEN,Benin,BEN,Ouémé,BJ,,6.40000856417,2.51999059918,0.00000000000,0,,762000,690584,1060640,11,11,2394819.00000000000,Cotonou,Cotonou,1,0,5.0
+3,110,7,Admin-0 capital,Sofia,,,0,Sofia,1.00000000000,,,0.00000000000,1,Bulgaria,BGR,Bulgaria,BGR,Grad Sofiya,BG,,42.68334942530,23.31665401070,0.00000000000,0,,1185000,874827,871735,12,11,727011.00000000000,Sofia,Sofia,1,0,5.0
+3,110,6,Admin-0 capital,Minsk,,,0,Minsk,1.00000000000,,,0.00000000000,1,Belarus,BLR,Belarus,BLR,Minsk,BY,,53.89997743640,27.56662715530,0.00000000000,0,,1805000,1577138,1557919,12,12,625144.00000000000,Minsk,Minsk,1,0,5.0
+3,110,8,Admin-0 capital,Thimphu,,,0,Thimphu,1.00000000000,,,0.00000000000,0,Bhutan,BTN,Bhutan,BTN,Thimphu,BT,,27.47298585920,89.63901403700,4.00000000000,0,Location adjusted.,98676,79185,0,8,8,1252416.00000000000,,Thimphu,1,0,5.0
+3,110,7,Admin-0 capital,Gaborone,,,0,Gaborone,1.00000000000,,,0.00000000000,0,Botswana,BWA,Botswana,BWA,South-East,BW,,-24.64631345740,25.91194779330,0.00000000000,0,,208411,159243,158896,10,9,933773.00000000000,,Gaborone,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,Ouagadougou,,,0,Ouagadougou,1.00000000000,,,0.00000000000,1,Burkina Faso,BFA,Burkina Faso,BFA,Kadiogo,BF,,12.37031597790,-1.52472375630,0.00000000000,0,,1149000,835457,713874,12,11,2357048.00000000000,Ouagadougou,Ouagadougou,1,0,5.0
+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
+3,110,5,Admin-0 capital,Naypyidaw,,Nay Pyi Taw,0,Naypyidaw,1.00000000000,,,0.00000000000,1,Myanmar,MMR,Myanmar,MMR,Mandalay,MM,,19.76655702610,96.11861852920,4.00000000000,0,Location adjusted.,930000,194824,0,11,9,6611854.00000000000,Nay Pyi Taw,Naypyidaw,1,0,5.0
+3,110,0,Admin-0 capital,Nukualofa,,,0,Nukualofa,1.00000000000,,,0.00000000000,0,Tonga,TON,Tonga,TON,,TO,,-21.13851235670,-175.22056447800,4.00000000000,0,Location adjusted.,42620,23658,42620,7,7,4032402.00000000000,,Nukualofa,1,5,5.0
+3,110,0,Admin-0 capital,Hargeysa,,,0,Hargeysa,1.00000000000,,,0.00000000000,0,Somaliland,SOL,Somaliland,SOL,,-99,,9.56002239882,44.06531001670,4.00000000000,0,Changed scale rank.,477876,247018,247018,10,10,57289.00000000000,,Hargeysa,1,5,5.0
+3,110,0,Admin-0 capital,Victoria,,,0,Victoria,1.00000000000,,,0.00000000000,0,Seychelles,SYC,Seychelles,SYC,,SC,,-4.61663165397,55.44998978560,0.00000000000,0,,33576,22881,33737,7,7,241131.00000000000,,Victoria4,1,5,5.0
+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,Apia,,,0,Apia,1.00000000000,,,0.00000000000,0,Samoa,WSM,Samoa,WSM,,WS,,-13.84154504240,-171.73864160900,4.00000000000,0,Location adjusted.,61916,37708,0,8,7,3689793.00000000000,,Apia,1,5,5.0
+3,110,0,Admin-0 capital,Valletta,,,0,Valletta,1.00000000000,,,0.00000000000,0,Malta,MLT,Malta,MLT,,MT,,35.89973248190,14.51471065130,0.00000000000,0,,368250,6966,336174,10,5,2562305.00000000000,,Valletta,1,5,5.0
+3,110,0,Admin-0 capital,Malé,,,1,Male,1.00000000000,,,0.00000000000,0,Maldives,MDV,Maldives,MDV,,MV,,4.16670818981,73.49994746800,0.00000000000,0,,112927,103693,0,9,9,3174186.00000000000,,Male,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,Praia,,,0,Praia,1.00000000000,,,0.00000000000,0,Cape Verde,CPV,Cape Verde,CPV,,CV,,14.91669801730,-23.51668888500,0.00000000000,0,,113364,88859,89205,9,8,3374333.00000000000,,Praia,1,5,5.0
+3,110,0,Admin-0 capital,Nassau,,,0,Nassau,1.00000000000,,,0.00000000000,0,"Bahamas, The",BHS,The Bahamas,BHS,,BS,,25.08339011540,-77.35004378430,0.00000000000,0,,227940,160966,0,10,9,3571824.00000000000,,Nassau,1,5,5.0
+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
+3,110,8,Admin-0 capital,Wellington,,,0,Wellington,1.00000000000,,,0.00000000000,0,New Zealand,NZL,New Zealand,NZL,Manawatu-Wanganui,NZ,Wellington metropolitan area,-41.29998785369,174.78326585928,0.00000000000,0,,393400,393400,0,10,9,2144168.00000000000,,Wellington,1,0,4.0
+2,200,5,Admin-0 capital,Hanoi,,H,0,Hanoi,1.00000000000,,,0.00000000000,1,Vietnam,VNM,Vietnam,VNM,Thái Nguyên,VN,,21.03332724910,105.85001420000,5.00000000000,0,Changed scale rank.,4378000,1431270,5466347,12,12,1581130.00000000000,Hh Noi,Hanoi,1,0,4.0
+2,200,5,Admin-0 capital,Ankara,,,0,Ankara,1.00000000000,,,0.00000000000,1,Turkey,TUR,Turkey,TUR,Ankara,TR,,39.92723858550,32.86439164100,5.00000000000,0,Changed scale rank.,3716000,3307379,3267576,12,12,323786.00000000000,Ankara,Ankara,1,0,4.0
+2,200,6,Admin-0 capital,Budapest,,,0,Budapest,1.00000000000,,,1.00000000000,1,Hungary,HUN,Hungary,HUN,Budapest,HU,,47.50000632640,19.08332067740,4.00000000000,0,Changed scale rank.,1679000,1679000,1718895,12,12,3054643.00000000000,Budapest,Budapest,1,0,4.7
+2,200,6,Admin-0 capital,Sanaa,,Sana'a',0,Sanaa,1.00000000000,,,0.00000000000,1,Yemen,YEM,Yemen,YEM,Amanat Al Asimah,YE,,15.35473329570,44.20659338260,5.00000000000,0,Changed scale rank.,2008000,1835853,1742507,12,12,71137.00000000000,Sana'a',Sanaa,1,0,4.0
+2,200,6,Admin-0 capital,Bucharest,Bucuresti,,0,Bucharest,1.00000000000,,,1.00000000000,1,Romania,ROU,Romania,ROU,Bucharest,RO,,44.43337180490,26.09994665400,4.00000000000,0,Changed scale rank.,1942000,1742194,1636574,12,12,683506.00000000000,Bucuresti,Bucharest,1,0,4.0
+2,200,6,Admin-0 capital,Damascus,,Dimashq,0,Damascus,1.00000000000,,,0.00000000000,1,Syria,SYR,Syria,SYR,Damascus,SY,,33.50003399560,36.29999588900,5.00000000000,0,Changed scale rank.,2466000,2466000,3344577,12,12,170654.00000000000,Dimashq,Damascus,1,0,4.7
+2,200,6,Admin-0 capital,Lisbon,Lisboa,,0,Lisbon,1.00000000000,,,1.00000000000,1,Portugal,PRT,Portugal,PRT,Lisboa,PT,,38.72272287790,-9.14486630549,4.00000000000,0,Location adjusted. Changed scale rank.,2812000,517802,1795582,12,11,2267057.00000000000,Lisboa,Lisbon,1,0,4.0
+2,200,5,Admin-0 capital,Khartoum,,Al-Khartum,0,Khartoum,1.00000000000,,,0.00000000000,1,Sudan,SDN,Sudan,SDN,Khartoum,SD,,15.58807822570,32.53417923860,5.00000000000,0,Changed scale rank.,4754000,1974647,2325931,12,12,379252.00000000000,Al-Khartum,Khartoum,1,0,4.0
+2,200,7,Admin-0 capital,Oslo,,,0,Oslo,1.00000000000,,,1.00000000000,1,Kingdom of Norway,NOR,Norway,NOR,Oslo,NO,,59.91669028640,10.74997920600,4.00000000000,0,Changed scale rank.,835000,580000,701804,11,11,3143244.00000000000,Oslo,Oslo,1,0,4.0
+2,200,5,Admin-0 capital,Warsaw,Warszawa,,0,Warsaw,1.00000000000,,,1.00000000000,1,Poland,POL,Poland,POL,Masovian,PL,,52.25000062980,20.99999955110,4.00000000000,0,Changed scale rank.,1707000,1702139,2012431,12,12,756135.00000000000,Warszawa,Warsaw,1,0,4.0
+2,200,6,Admin-0 capital,Pyongyang,,P'yongyang,0,Pyongyang,1.00000000000,,,0.00000000000,1,"Korea, North",PRK,North Korea,PRK,P'yongyang,KP,,39.01943869940,125.75469071400,5.00000000000,0,Changed scale rank.,3300000,2498797,2483216,12,12,1871859.00000000000,P'yongyang,Pyongyang,1,0,4.7
+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
+2,200,8,Admin-0 capital,Dublin,,,0,Dublin,1.00000000000,,,1.00000000000,1,Ireland,IRL,Ireland,IRL,Dublin,IE,,53.33306113600,-6.24890568178,0.00000000000,0,,1059000,968976,22478,12,11,2964574.00000000000,Dublin,Dublin2,1,0,4.0
+2,200,8,Admin-0 capital,Monrovia,,,0,Monrovia,1.00000000000,,,0.00000000000,1,Liberia,LBR,Liberia,LBR,Montserrado,LR,,6.31055665987,-10.80475162910,0.00000000000,0,,1041000,785662,806416,12,11,2274895.00000000000,Monrovia,Monrovia,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,Prague,Praha,,0,Prague,1.00000000000,,,1.00000000000,1,Czech Republic,CZE,Czech Republic,CZE,Prague,CZ,,50.08333701490,14.46597977570,4.00000000000,0,Changed scale rank.,1162000,2087,1088042,12,4,4548393.00000000000,Praha,Prague,1,0,4.7
+2,200,8,Admin-0 capital,Kuwait,,Al Kuwayt|Kuwait City,0,Kuwait,1.00000000000,,,0.00000000000,1,Kuwait,KWT,Kuwait,KWT,Al Kuwayt,KW,,29.36971763000,47.97830114620,5.00000000000,0,Changed scale rank.,2063000,60064,1682968,12,8,285787.00000000000,Al Kuwayt (Kuwait City),Kuwait,1,5,4.0
+2,200,8,Admin-0 capital,Santo Domingo,,,0,Santo Domingo,1.00000000000,,,0.00000000000,1,Dominican Republic,DOM,Dominican Republic,DOM,Distrito Nacional,DO,,18.47007285460,-69.90008508470,5.00000000000,0,Changed scale rank.,2154000,2873,3322037,12,4,3668373.00000000000,Santo Domingo,Santo Domingo,1,5,4.0
+2,200,6,Admin-0 capital,Accra,,,0,Accra,1.00000000000,,,0.00000000000,1,Ghana,GHA,Ghana,GHA,Greater Accra,GH,,5.55003460583,-0.21671574035,5.00000000000,0,Changed scale rank.,2121000,1963264,2334371,12,12,2306104.00000000000,Accra,Accra,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
+2,200,8,Admin-0 capital alt,Tel Aviv-Yafo,,Tel Aviv-Jaffa,0,Tel Aviv-Yafo,0.00000000000,1,While Jerulsale,0.00000000000,1,Israel,IS1,Israel,ISR,Tel Aviv,IL,,32.07999147440,34.77001175820,4.00000000000,0,Changed scale rank.,3112000,378358,2306851,12,10,293394.00000000000,Tel Aviv-Yafo,Tel Aviv-Yafo,1,0,4.0
+2,200,7,Admin-0 capital,Helsinki,,,0,Helsinki,1.00000000000,,,1.00000000000,1,Finland,FIN,Finland,FIN,Southern Finland,FI,,60.17556337400,24.93412634150,4.00000000000,0,Changed scale rank.,1115000,558457,762958,12,11,658225.00000000000,Helsinki,Helsinki,1,0,4.0
+2,200,8,Admin-0 capital,København,Copenhagen,,1,Kobenhavn,1.00000000000,,,1.00000000000,1,Denmark,DNK,Denmark,DNK,Hovedstaden,DK,,55.67856419040,12.56348574730,0.00000000000,0,,1085000,1085000,1038288,12,12,2618425.00000000000,K,Copenhagen,1,0,4.0
+2,200,8,Admin-0 capital,Abidjan,,,0,Abidjan,1.00000000000,,"De facto, admin",0.00000000000,1,Ivory Coast,CIV,Ivory Coast,CIV,Lagunes,CI,,5.31999696749,-4.04004825989,5.00000000000,0,Changed scale rank.,3802000,3190395,3181637,12,12,2293538.00000000000,Abidjan,Abidjan,1,0,4.0
+2,200,1,Admin-0 capital,Brasília,,Brasilia,0,Brasilia,1.00000000000,,,0.00000000000,1,Brazil,BRA,Brazil,BRA,Distrito Federal,BR,,-15.78334023150,-47.91605228840,5.00000000000,0,Changed scale rank.,3716996,2562963,1772679,12,12,3469058.00000000000,Brasglia,Brasilia,1,0,3.7
+2,200,8,Admin-0 capital,Brussels,,Bruxelles-Brussel,0,Brussels,1.00000000000,,,1.00000000000,1,Belgium,BEL,Belgium,BEL,Brussels,BE,,50.83331707670,4.33331660830,0.00000000000,0,,1743000,1019022,1490164,12,12,2800866.00000000000,Bruxelles-Brussel,Brussels,1,5,4.7
+2,200,2,Admin-0 capital,Dhaka,,,0,Dhaka,1.00000000000,,,0.00000000000,1,Bangladesh,BGD,Bangladesh,BGD,Dhaka,BD,,23.72305971170,90.40857946670,5.00000000000,0,Changed scale rank.,12797394,7000940,14995538,14,13,1185241.00000000000,Dhaka,Dhaka,1,0,4.0
+2,200,6,Admin-0 capital,Luanda,,,0,Luanda,1.00000000000,,,0.00000000000,1,Angola,AGO,Angola,AGO,Luanda,AO,,-8.83828611363,13.23442704130,5.00000000000,0,Changed scale rank.,5172900,1951272,1951272,13,12,2240449.00000000000,Luanda,Luanda,1,0,4.0
+2,200,5,Admin-0 capital,Algiers,,El Djazacr,0,Algiers,1.00000000000,,,0.00000000000,1,Algeria,DZA,Algeria,DZA,Alger,DZ,,36.76306479800,3.05055252952,5.00000000000,0,Changed scale rank.,3354000,1977663,3332619,12,12,2507480.00000000000,El Djazasr,Algiers,1,5,4.0
+2,200,5,Admin-0 capital,Rangoon,,Yangon,0,Rangoon,0.00000000000,,Former capital,0.00000000000,1,Myanmar,MMR,Myanmar,MMR,Yangon,MM,,16.78335410460,96.16667761130,5.00000000000,0,Changed scale rank.,4088000,3301820,3124090,12,12,1298824.00000000000,Yangon,Rangoon,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
+1,300,6,Admin-0 capital,Caracas,,,0,Caracas,1.00000000000,,,1.00000000000,1,Venezuela,VEN,Venezuela,VEN,Distrito Capital,VE,,10.50099855440,-66.91703719240,4.00000000000,0,Changed scale rank.,2985000,1815679,2764555,12,12,3646738.00000000000,Caracas,Caracas,1,0,3.0
+1,300,5,Admin-0 capital,Kiev,,Kyiv,0,Kiev,1.00000000000,,,0.00000000000,1,Ukraine,UKR,Ukraine,UKR,Kiev,UA,,50.43336732900,30.51662796910,5.00000000000,0,Changed scale rank.,2709000,1662508,1611692,12,12,703448.00000000000,Kyiv,Kiev,1,0,3.7
+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
+1,300,6,Admin-0 capital,Tashkent,,,0,Tashkent,1.00000000000,,,0.00000000000,1,Uzbekistan,UZB,Uzbekistan,UZB,Tashkent,UZ,,41.31170188300,69.29493281950,5.00000000000,0,Changed scale rank.,2184000,1978028,2806287,12,12,1512569.00000000000,Tashkent,Tashkent,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
+1,300,7,Admin-1 capital,Geneva,,,0,Geneva,0.00000000000,,,1.00000000000,0,Switzerland,CHE,Switzerland,CHE,Genève,CH,,46.21000754710,6.14002803409,4.00000000000,0,Changed scale rank.,1240000,192385,508284,12,9,2660646.00000000000,,Geneva,1,0,3.7
+1,300,7,Admin-0 capital,Stockholm,,,0,Stockholm,1.00000000000,,,1.00000000000,1,Sweden,SWE,Sweden,SWE,Stockholm,SE,,59.35075995430,18.09733473280,4.00000000000,0,Location adjusted.,1264000,1253309,0,12,12,2673730.00000000000,Stockholm,Stockholm,1,0,3.0
+1,300,5,Admin-0 capital,Bangkok,,Krung Thep,0,Bangkok,1.00000000000,,,1.00000000000,1,Thailand,THA,Thailand,THA,Bangkok Metropolis,TH,,13.74999920550,100.51664465200,0.00000000000,0,,6704000,5104476,5082758,13,13,1609350.00000000000,Krung Thep,Bangkok,1,0,3.0
+1,300,5,Admin-0 capital,Lima,,,0,Lima,1.00000000000,,,0.00000000000,1,Peru,PER,Peru,PER,Lima,PE,,-12.04801267610,-77.05006209480,5.00000000000,0,Changed scale rank.,8012000,6758234,6068380,13,13,3936456.00000000000,Lima,Lima2,1,0,3.0
+1,300,8,Admin-0 capital,Dakar,,,0,Dakar,1.00000000000,,,0.00000000000,1,Senegal,SEN,Senegal,SEN,Dakar,SN,,14.71583172500,-17.47313012840,5.00000000000,0,Changed scale rank.,2604000,2476400,2470140,12,12,2253354.00000000000,Dakar,Dakar,1,0,3.0
+1,300,3,Admin-0 capital,Johannesburg,,,0,Johannesburg,0.00000000000,,,1.00000000000,1,South Africa,ZAF,South Africa,ZAF,Gauteng,ZA,,-26.17004474000,28.03000972360,4.00000000000,0,Changed feature class.,3435000,2026469,3852246,12,12,993800.00000000000,Johannesburg,Johannesburg,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-1 capital,Casablanca,,Dar-el-Beida,0,Casablanca,0.00000000000,,,1.00000000000,1,Morocco,MAR,Morocco,MAR,Grand Casablanca,MA,,33.59997621560,-7.61636743309,4.00000000000,0,Changed scale rank.,3181000,3144909,3718797,12,12,2553604.00000000000,Dar-el-Beida,Casablanca,1,0,3.7
+1,300,3,Admin-0 capital,Seoul,,,0,Seoul,1.00000000000,,,1.00000000000,1,"Korea, South",KOR,South Korea,KOR,Seoul,KR,,37.56634909980,126.99973099700,0.00000000000,0,,9796000,9796000,12018058,13,13,1835848.00000000000,Seoul,Seoul,1,0,3.0
+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 capital,Monterrey,,,0,Monterrey,0.00000000000,,,0.00000000000,1,Mexico,MEX,Mexico,MEX,Nuevo León,MX,,25.66999513650,-100.32998478400,5.00000000000,0,Changed scale rank.,3712000,1122874,3225636,12,12,3995465.00000000000,Monterrey,Monterrey,1,0,3.7
+1,300,3,Admin-0 capital,Berlin,,,0,Berlin,1.00000000000,,,1.00000000000,1,Germany,DEU,Germany,DEU,Berlin,DE,,52.52181866360,13.40154862330,0.00000000000,0,,3406000,3094014,3013258,12,12,2950159.00000000000,Berlin,Berlin,1,0,2.7
+1,300,1,Admin-1 capital,Ürümqi,,rumqi|Wulumqi,0,Urumqi,0.00000000000,,,0.00000000000,1,China,CHN,China,CHN,Xinjiang Uygur,CN,,43.80501222640,87.57500565490,5.00000000000,0,Changed scale rank.,2151000,1508225,2044401,12,12,1529102.00000000000,Cramqi (Wulumqi),Urumqi,1,0,3.7
+1,300,1,Admin-1 capital,Chengdu,,,0,Chengdu,0.00000000000,,,0.00000000000,1,China,CHN,China,CHN,Sichuan,CN,,30.67000001930,104.07001949000,5.00000000000,0,Changed scale rank.,4123000,3950437,11622929,12,12,1815286.00000000000,Chengdu,Chengdu,1,0,3.0
+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,Kinshasa,,,0,Kinshasa,1.00000000000,,,0.00000000000,1,Congo (Kinshasa),COD,Congo (Kinshasa),COD,Kinshasa City,CD,,-4.32972410189,15.31497188180,5.00000000000,0,Changed scale rank.,7843000,5565703,4738154,13,13,2314302.00000000000,Kinshasa,Kinshasa,1,0,3.0
+1,300,1,Admin-0 capital,New Delhi,,,0,New Delhi,1.00000000000,,,1.00000000000,0,India,IND,India,IND,Delhi,IN,,28.60002300920,77.19998002010,0.00000000000,0,,317797,317797,8060107,10,10,1261481.00000000000,,New Delhi,1,0,2.1
+1,300,1,Admin-1 capital,Bangalore,,Bengaluru,0,Bangalore,0.00000000000,,,0.00000000000,1,India,IND,India,IND,Karnataka,IN,,12.96999513650,77.56000972380,3.00000000000,1,Name changed. Changed scale rank.,6787000,5104047,8102712,13,13,1277333.00000000000,Bangalore,Bangalore,1,0,3.7
+1,300,6,Admin-0 capital,Athens,Athenai,Athinai,0,Athens,1.00000000000,,,1.00000000000,1,Greece,GRC,Greece,GRC,Attiki,GR,,37.98332623190,23.73332108430,4.00000000000,0,Changed scale rank.,3242000,729137,112572,12,11,264371.00000000000,Athnnai,Athens2,1,0,3.7
+1,300,5,Admin-0 capital,Baghdad,,,0,Baghdad,1.00000000000,,,0.00000000000,1,Iraq,IRQ,Iraq,IRQ,Baghdad,IQ,,33.33864849750,44.39386877320,5.00000000000,0,Changed scale rank.,5054000,5054000,4959534,13,13,98182.00000000000,Baghdad,Baghdad,1,0,3.7
+1,300,3,Admin-0 capital,Addis Ababa,,,0,Addis Ababa,1.00000000000,,,0.00000000000,1,Ethiopia,ETH,Ethiopia,ETH,Addis Ababa,ET,,9.03331036268,38.70000443400,5.00000000000,0,Changed scale rank.,3100000,2757729,3013653,12,12,344979.00000000000,Addis Ababa,Addis Ababa,1,5,3.0
+1,300,5,Admin-0 capital,Tehran,,,0,Tehran,1.00000000000,,,0.00000000000,1,Iran,IRN,Iran,IRN,Tehran,IR,,35.67194276840,51.42434403360,5.00000000000,0,Changed scale rank.,7873000,7153309,8209012,13,13,112931.00000000000,Tehran,Tehran,1,0,3.0
+1,300,2,Populated place,Vancouver,,,0,Vancouver,0.00000000000,,,0.00000000000,1,Canada,CAN,Canada,CAN,British Columbia,CA,,49.27341658410,-123.12164421800,5.00000000000,0,Changed scale rank.,2313328,603502,482002,12,11,6173331.00000000000,Vancouver,Vancouver2,1,0,2.1
+1,300,2,Admin-1 capital,Toronto,,,0,Toronto,0.00000000000,,,1.00000000000,1,Canada,CAN,Canada,CAN,Ontario,CA,,43.69997987780,-79.42002079440,0.00000000000,0,,5213000,3934421,3749229,13,12,6167865.00000000000,Toronto,Toronto,1,0,2.1
+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
+1,300,5,Admin-0 capital,Kabul,,,0,Kabul,1.00000000000,,,0.00000000000,1,Afghanistan,AFG,Afghanistan,AFG,Kabul,AF,,34.51669028630,69.18326004930,5.00000000000,0,Changed scale rank.,3277000,3043532,3475519,12,12,1138958.00000000000,Kabul,Kabul,1,0,3.7
+1,300,7,Admin-0 capital,Vienna,Wien,,0,Vienna,1.00000000000,,,1.00000000000,1,Austria,AUT,Austria,AUT,Wien,AT,,48.20001527820,16.36663895540,0.00000000000,0,,2400000,1731000,1480886,12,12,2761369.00000000000,Wien,Vienna,1,0,3.7
+1,300,3,Admin-1 capital,Melbourne,,,0,Melbourne,0.00000000000,,,1.00000000000,1,Australia,AUS,Australia,AUS,Victoria,AU,,-37.82003131230,144.97501623500,4.00000000000,0,Changed feature class. Changed scale rank.,4170000,93625,1805353,12,8,2158177.00000000000,Melbourne,Melbourne2,1,0,3.0
+1,300,8,Admin-0 capital,Taipei,,,0,Taipei,1.00000000000,,,1.00000000000,1,Taiwan,TWN,Taiwan,TWN,Taipei City,TW,,25.03583333333,121.56833333333,1.00000000000,0,Corrected coordinates.,6900273,2618772,5698241,13,12,1668341.00000000000,Taipei,Taipei,1,0,3.7
+1,300,8,Admin-1 capital,Auckland,,,0,Auckland,0.00000000000,,,1.00000000000,1,New Zealand,NZL,New Zealand,NZL,Auckland,NZ,Auckland metropolitan area,-36.84805489493,174.76302698708,4.00000000000,0,Changed scale rank.,1377200,395982,0,12,10,2193733.00000000000,Auckland,Auckland,1,0,3.0
+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
+0,600,5,Admin-0 capital,London,,,0,London,1.00000000000,,,1.00000000000,1,United Kingdom,GBR,United Kingdom,GBR,Westminster,GB,,51.49999472970,-0.11672184386,0.00000000000,0,,8567000,7421209,326670,13,13,2643743.00000000000,London,London2,1,5,1.7
+0,600,5,Admin-1 capital,Istanbul,,,0,Istanbul,0.00000000000,,,1.00000000000,1,Turkey,TUR,Turkey,TUR,Istanbul,TR,,41.10499615380,29.01000158560,0.00000000000,0,,10061000,9945610,9651488,14,13,745044.00000000000,Istanbul,Istanbul,1,0,3.0
+0,600,5,Admin-0 capital,Riyadh,,Ar-Riyadh,0,Riyadh,1.00000000000,,,1.00000000000,1,Saudi Arabia,SAU,Saudi Arabia,SAU,Ar Riyad,SA,,24.64083314920,46.77274165730,4.00000000000,0,Changed scale rank.,4465000,4205961,5148778,12,12,108410.00000000000,Ar-Riyadh,Riyadh,1,0,3.7
+0,600,3,Admin-0 capital,Cape Town,,,0,Cape Town,1.00000000000,1,Legislative cap,1.00000000000,1,South Africa,ZAF,South Africa,ZAF,Western Cape,ZA,,-33.92001096720,18.43498815780,4.00000000000,0,Changed scale rank.,3215000,2432858,2401318,12,12,3369157.00000000000,Cape Town,Cape Town,1,0,1.7
+0,600,2,Admin-0 capital,Moscow,Moskva,,0,Moscow,1.00000000000,,,1.00000000000,1,Russia,RUS,Russia,RUS,Moskva,RU,,55.75216412260,37.61552282590,0.00000000000,0,,10452000,10452000,10585385,14,14,524901.00000000000,Moskva,Moscow,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
+0,600,3,Admin-0 capital,Rome,,,0,Rome,1.00000000000,,,1.00000000000,1,Italy,ITA,Italy,ITA,Lazio,IT,,41.89595562650,12.48325842150,0.00000000000,0,,3339000,35452,2050212,12,7,3169070.00000000000,Rome,Rome,1,0,2.7
+0,600,1,Admin-0 capital,Beijing,,,0,Beijing,1.00000000000,,,1.00000000000,1,China,CHN,China,CHN,Beijing,CN,,39.92889223130,116.38828568400,0.00000000000,0,,11106000,7480601,9033231,14,13,1816670.00000000000,Beijing,Beijing,1,0,1.7
+0,600,5,Admin-0 capital,Nairobi,,,0,Nairobi,1.00000000000,,,1.00000000000,1,Kenya,KEN,Kenya,KEN,Nairobi,KE,,-1.28334674185,36.81665685910,4.00000000000,0,Changed scale rank.,3010000,2750547,3400962,12,12,184745.00000000000,Nairobi,Nairobi,1,0,2.0
+0,600,1,Admin-0 capital,Jakarta,,,0,Jakarta,1.00000000000,,,1.00000000000,1,Indonesia,IDN,Indonesia,IDN,Jakarta Raya,ID,,-6.17441770541,106.82943762100,0.00000000000,0,,9125000,8540121,9129613,13,13,1642911.00000000000,Jakarta,Jakarta,1,0,2.1
+0,600,5,Admin-0 capital,Bogota,,Bogota,0,Bogota,1.00000000000,,,1.00000000000,1,Colombia,COL,Colombia,COL,Bogota,CO,,4.59642356253,-74.08334395520,0.00000000000,0,,7772000,6333661,5754084,13,13,3688689.00000000000,Bogota,Bogota,1,0,2.1
+0,600,3,Admin-0 capital,Cairo,,Al-Qahirah,0,Cairo,1.00000000000,,,1.00000000000,1,Egypt,EGY,Egypt,EGY,Al Qahirah,EG,,30.04996034650,31.24996821970,0.00000000000,0,,11893000,7734614,13720557,14,13,360630.00000000000,Al-Qahirah,Cairo,1,5,1.7
+0,600,1,Admin-1 capital,Shanghai,,,0,Shanghai,0.00000000000,,,1.00000000000,1,China,CHN,China,CHN,Shanghai,CN,,31.21645245260,121.43650467800,0.00000000000,0,,14987000,14608512,16803572,14,14,1796236.00000000000,Shanghai,Shanghai,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,Mumbai,Bombay,,0,Mumbai,0.00000000000,,,1.00000000000,1,India,IND,India,IND,Maharashtra,IN,,19.01699037570,72.85698929740,0.00000000000,0,,18978000,12691836,12426085,14,14,1275339.00000000000,Mumbai,Mumbai,1,0,1.7
+0,600,3,Admin-0 capital,Paris,,,0,Paris,1.00000000000,,,1.00000000000,1,French Republic,FRA,France,FRA,Île-de-France,FR,,48.86669293120,2.33333532574,0.00000000000,0,,9904000,11177,7142744,13,6,2988507.00000000000,Paris,Paris,1,0,1.7
+0,600,3,Admin-0 capital,Santiago,,,0,Santiago,1.00000000000,,"Official, admin",1.00000000000,1,Chile,CHL,Chile,CHL,Región Metropolitana de Santiago,CL,,-33.45001381550,-70.66704085460,4.00000000000,0,Changed scale rank.,5720000,46611,3066651,13,7,3449741.00000000000,Santiago,Santiago3,1,0,2.0
+0,600,1,Admin-1 capital,Kolkata,Calcutta,,0,Kolkata,0.00000000000,,,0.00000000000,1,India,IND,India,IND,West Bengal,IN,,22.49496929830,88.32467565810,4.00000000000,1,Name changed. Changed scale rank.,14787000,4631392,7783716,14,12,1275004.00000000000,Kolkata,Calcutta,1,0,3.7
+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
+0,600,1,Admin-1 capital,São Paulo,,Sao Paulo|Sio Paulo,0,Sao Paulo,0.00000000000,,,1.00000000000,1,Brazil,BRA,Brazil,BRA,São Paulo,BR,,-23.55867958700,-46.62501998040,0.00000000000,0,,18845000,10021295,11522944,14,14,3448439.00000000000,S,Sao Paolo,1,0,3.0
+0,600,3,Admin-1 capital,Sydney,,,0,Sydney,0.00000000000,,,1.00000000000,1,Australia,AUS,Australia,AUS,New South Wales,AU,,-33.92001096720,151.18517980900,4.00000000000,0,Changed feature class.,4630000,3641422,2669348,12,12,2147714.00000000000,Sydney,Sydney1,1,0,
+0,600,0,Admin-0 capital,Singapore,,,0,Singapore,1.00000000000,,,1.00000000000,1,Singapore,SGP,Singapore,SGP,,SG,,1.29303346649,103.85582067800,0.00000000000,0,,5183700,3289529,3314179,13,12,1880252.00000000000,Singapore,Singapore,1,5,2.1
+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

tests/curve/out/-z2.json

@@ -3,6 +3,7 @@
 "center": "-135.000000,75.782195,2",
 "description": "tests/curve/out/-z2.json.check.mbtiles",
 "format": "pbf",
+"generator_options": "./tippecanoe -q -a@ -f -o tests/curve/out/-z2.json.check.mbtiles -z2 tests/curve/in.json",
 "json": "{\"vector_layers\": [ { \"id\": \"in\", \"description\": \"\", \"minzoom\": 0, \"maxzoom\": 2, \"fields\": {} } ],\"tilestats\": {\"layerCount\": 1,\"layers\": [{\"layer\": \"in\",\"count\": 2,\"geometry\": \"Polygon\",\"attributeCount\": 0,\"attributes\": []}]}}",
 "maxzoom": "2",
 "minzoom": "0",

tests/curve/out/-z2_--no-clipping.json

@@ -3,6 +3,7 @@
 "center": "-135.000000,75.782195,2",
 "description": "tests/curve/out/-z2_--no-clipping.json.check.mbtiles",
 "format": "pbf",
+"generator_options": "./tippecanoe -q -a@ -f -o tests/curve/out/-z2_--no-clipping.json.check.mbtiles -z2 --no-clipping tests/curve/in.json",
 "json": "{\"vector_layers\": [ { \"id\": \"in\", \"description\": \"\", \"minzoom\": 0, \"maxzoom\": 2, \"fields\": {} } ],\"tilestats\": {\"layerCount\": 1,\"layers\": [{\"layer\": \"in\",\"count\": 2,\"geometry\": \"Polygon\",\"attributeCount\": 0,\"attributes\": []}]}}",
 "maxzoom": "2",
 "minzoom": "0",

tests/curve/out/-z2_--no-duplication.json

@@ -3,6 +3,7 @@
 "center": "45.000000,33.256630,2",
 "description": "tests/curve/out/-z2_--no-duplication.json.check.mbtiles",
 "format": "pbf",
+"generator_options": "./tippecanoe -q -a@ -f -o tests/curve/out/-z2_--no-duplication.json.check.mbtiles -z2 --no-duplication tests/curve/in.json",
 "json": "{\"vector_layers\": [ { \"id\": \"in\", \"description\": \"\", \"minzoom\": 0, \"maxzoom\": 2, \"fields\": {} } ],\"tilestats\": {\"layerCount\": 1,\"layers\": [{\"layer\": \"in\",\"count\": 2,\"geometry\": \"Polygon\",\"attributeCount\": 0,\"attributes\": []}]}}",
 "maxzoom": "2",
 "minzoom": "0",

tests/dateline/in.json

@@ -1,13 +1,88 @@
-{"type":"FeatureCollection","features":[
+{"type":"FeatureCollection",
+"crs": { "type": "name", "properties": { } },
+"features":[
 {"type":"Feature","properties":{
 "boolean": true,
 "otherboolean": false,
 "stringify": [ "yes", 27.000000, 27, 1.4e27, { "foo": "bar" } ],
 "nothing": null,
-"escape": "foo\u0001bar,ü\"\\\/\b\f\n\r\t\u2192",
+"": "something for nothing",
+"escape": "foo\u0001bar,ü\"\\\/\b\f\n\r\t\u2192\uD83D\uDC02🐳",
 "prêt": "ready"
 },"geometry":{"type":"Polygon","coordinates":[[[-189.492187,64.774125],[-182.460937,67.339860],[-169.101562,68.269386],[-156.09375,68.138851],[-144.492187,66.089364],[-134.648437,62.431074],[-131.835937,55.379110],[-133.59375,48.690960],[-146.25,38.548165],[-169.453124,34.885930],[-184.218749,37.160316],[-198.28125,45.336701],[-203.203125,54.977613],[-196.523437,62.431074],[-189.492187,64.774125]],[[-177.890625,62.593340],[-185.976562,58.813741],[-188.4375,54.367758],[-185.976562,47.279229],[-177.539062,44.339565],[-164.882812,43.325177],[-153.28125,46.558860],[-144.492187,51.179342],[-143.789062,57.136239],[-148.007812,61.100788],[-158.554687,63.860035],[-169.453124,64.472793],[-177.890625,62.593340]]]}},
 
+{
+  "type": "Feature",
+  "properties": {"where": "-180"},
+  "geometry": {
+    "type": "LineString",
+    "coordinates": [
+      [ -180, 20 ],
+      [ -180, 50 ]
+    ]
+  }
+},
+
+{
+  "type": "Feature",
+  "properties": {"where": "180"},
+  "geometry": {
+    "type": "LineString",
+    "coordinates": [
+      [ 180, 10 ],
+      [ 180, 30 ]
+    ]
+  }
+},
+
+{
+  "type": "Feature",
+  "properties": {"where": "-173, duplicated"},
+  "geometry": {
+    "type": "LineString",
+    "coordinates": [
+      [ -173, 10 ],
+      [ -173, 30 ]
+    ]
+  }
+},
+
+{
+  "type": "Feature",
+  "properties": {"where": "-172, not duplicated"},
+  "geometry": {
+    "type": "LineString",
+    "coordinates": [
+      [ -172, 10 ],
+      [ -172, 30 ]
+    ]
+  }
+},
+
+{
+  "type": "Feature",
+  "properties": {"where": "173, duplicated"},
+  "geometry": {
+    "type": "LineString",
+    "coordinates": [
+      [ 173, 10 ],
+      [ 173, 30 ]
+    ]
+  }
+},
+
+{
+  "type": "Feature",
+  "properties": {"where": "172, not duplicated"},
+  "geometry": {
+    "type": "LineString",
+    "coordinates": [
+      [ 172, 10 ],
+      [ 172, 30 ]
+    ]
+  }
+},
+
 {
   "type": "Feature",
   "tippecanoe": { "maxzoom": 2 },
@@ -49,6 +124,26 @@
       ]
     ]
   }
+},
+
+{
+  "type": "Feature",
+  "tippecanoe": { "minzoom": 1e1 },
+  "properties": { "zoom": "nothing, since 10 > 5"},
+  "geometry": {
+    "type": "LineString",
+    "coordinates": [ [ 0, 0 ], [ 1, 1 ] ]
+  }
+},
+
+{
+  "type": "Feature",
+  "tippecanoe": { "maxzoom": 1e1},
+  "properties": { "zoom": "0-5, since 10 > 5"},
+  "geometry": {
+    "type": "LineString",
+    "coordinates": [ [ 0, 0 ], [ 1, 1 ] ]
+  }
 }
 
 ]}

tests/dateline/out/-z5.json

@@ -1,9 +1,10 @@
 { "type": "FeatureCollection", "properties": {
-"bounds": "-180.000000,34.885930,180.000000,68.269386",
-"center": "-151.875000,64.059828,5",
+"bounds": "-180.000000,0.000000,180.000000,68.269386",
+"center": "-174.375000,16.560724,5",
 "description": "tests/dateline/out/-z5.json.check.mbtiles",
 "format": "pbf",
-"json": "{\"vector_layers\": [ { \"id\": \"in\", \"description\": \"\", \"minzoom\": 0, \"maxzoom\": 5, \"fields\": {\"boolean\": \"Boolean\", \"escape\": \"String\", \"otherboolean\": \"Boolean\", \"prêt\": \"String\", \"stringify\": \"String\", \"zoom\": \"String\"} } ],\"tilestats\": {\"layerCount\": 1,\"layers\": [{\"layer\": \"in\",\"count\": 3,\"geometry\": \"LineString\",\"attributeCount\": 6,\"attributes\": [{\"attribute\": \"boolean\",\"count\": 1,\"type\": \"boolean\",\"values\": [true]},{\"attribute\": \"escape\",\"count\": 1,\"type\": \"string\",\"values\": [\"foo\\u0001bar,ü\\\"\\\\/\\u0008\\u000c\\u000a\\u000d\\u0009→\"]},{\"attribute\": \"otherboolean\",\"count\": 1,\"type\": \"boolean\",\"values\": [false]},{\"attribute\": \"prêt\",\"count\": 1,\"type\": \"string\",\"values\": [\"ready\"]},{\"attribute\": \"stringify\",\"count\": 1,\"type\": \"string\",\"values\": [\"[\\\"yes\\\",27,27,1.4e+27,{\\\"foo\\\":\\\"bar\\\"}]\"]},{\"attribute\": \"zoom\",\"count\": 2,\"type\": \"string\",\"values\": [\"3-5\",\"z0-2\"]}]}]}}",
+"generator_options": "./tippecanoe -q -a@ -f -o tests/dateline/out/-z5.json.check.mbtiles -z5 tests/dateline/in.json",
+"json": "{\"vector_layers\": [ { \"id\": \"in\", \"description\": \"\", \"minzoom\": 0, \"maxzoom\": 5, \"fields\": {\"\": \"String\", \"boolean\": \"Boolean\", \"escape\": \"String\", \"otherboolean\": \"Boolean\", \"prêt\": \"String\", \"stringify\": \"String\", \"where\": \"String\", \"zoom\": \"String\"} } ],\"tilestats\": {\"layerCount\": 1,\"layers\": [{\"layer\": \"in\",\"count\": 11,\"geometry\": \"LineString\",\"attributeCount\": 8,\"attributes\": [{\"attribute\": \"\",\"count\": 1,\"type\": \"string\",\"values\": [\"something for nothing\"]},{\"attribute\": \"boolean\",\"count\": 1,\"type\": \"boolean\",\"values\": [true]},{\"attribute\": \"escape\",\"count\": 1,\"type\": \"string\",\"values\": [\"foo\\u0001bar,ü\\\"\\\\/\\u0008\\u000c\\u000a\\u000d\\u0009→🐂🐳\"]},{\"attribute\": \"otherboolean\",\"count\": 1,\"type\": \"boolean\",\"values\": [false]},{\"attribute\": \"prêt\",\"count\": 1,\"type\": \"string\",\"values\": [\"ready\"]},{\"attribute\": \"stringify\",\"count\": 1,\"type\": \"string\",\"values\": [\"[\\\"yes\\\",27,27,1.4e+27,{\\\"foo\\\":\\\"bar\\\"}]\"]},{\"attribute\": \"where\",\"count\": 6,\"type\": \"string\",\"values\": [\"-172, not duplicated\",\"-173, duplicated\",\"-180\",\"172, not duplicated\",\"173, duplicated\",\"180\"]},{\"attribute\": \"zoom\",\"count\": 4,\"type\": \"string\",\"values\": [\"0-5, since 10 > 5\",\"3-5\",\"nothing, since 10 > 5\",\"z0-2\"]}]}]}}",
 "maxzoom": "5",
 "minzoom": "0",
 "name": "tests/dateline/out/-z5.json.check.mbtiles",
@@ -12,29 +13,83 @@
 }, "features": [
 { "type": "FeatureCollection", "properties": { "zoom": 0, "x": 0, "y": 0 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "boolean": true, "otherboolean": false, "stringify": "[\"yes\",27,27,1.4e+27,{\"foo\":\"bar\"}]", "escape": "foo\u0001bar,ü\"\\/\u0008\u000c\u000a\u000d\u0009→", "prêt": "ready" }, "geometry": { "type": "MultiPolygon", "coordinates": [ [ [ [ -187.031250, 50.457504 ], [ -185.976562, 47.279229 ], [ -177.539062, 44.339565 ], [ -164.882812, 43.325178 ], [ -153.281250, 46.558860 ], [ -144.492188, 51.179343 ], [ -143.789062, 57.136239 ], [ -148.007812, 61.100789 ], [ -158.554688, 63.860036 ], [ -169.453125, 64.472794 ], [ -177.890625, 62.593341 ], [ -180.000000, 61.689872 ], [ -185.976562, 58.813742 ], [ -187.031250, 56.992883 ], [ -187.031250, 65.730626 ], [ -182.460938, 67.339861 ], [ -180.000000, 67.542167 ], [ -169.101562, 68.269387 ], [ -156.093750, 68.138852 ], [ -144.492188, 66.089364 ], [ -134.648438, 62.431074 ], [ -131.835938, 55.379110 ], [ -133.593750, 48.690960 ], [ -146.250000, 38.548165 ], [ -169.453125, 34.885931 ], [ -180.000000, 36.527295 ], [ -184.218750, 37.160317 ], [ -187.031250, 38.891033 ], [ -187.031250, 50.457504 ] ] ], [ [ [ 187.031250, 63.704722 ], [ 182.109375, 62.593341 ], [ 180.000000, 61.689872 ], [ 174.023438, 58.813742 ], [ 171.562500, 54.367759 ], [ 174.023438, 47.279229 ], [ 182.460938, 44.339565 ], [ 187.031250, 44.024422 ], [ 187.031250, 35.460670 ], [ 175.781250, 37.160317 ], [ 161.718750, 45.336702 ], [ 156.796875, 54.977614 ], [ 163.476562, 62.431074 ], [ 170.507812, 64.774125 ], [ 177.539062, 67.339861 ], [ 180.000000, 67.542167 ], [ 187.031250, 68.007571 ], [ 187.031250, 63.704722 ] ] ] ] } }
+{ "type": "Feature", "properties": { "boolean": true, "otherboolean": false, "stringify": "[\"yes\",27,27,1.4e+27,{\"foo\":\"bar\"}]", "": "something for nothing", "escape": "foo\u0001bar,ü\"\\/\u0008\u000c\u000a\u000d\u0009→🐂🐳", "prêt": "ready" }, "geometry": { "type": "MultiPolygon", "coordinates": [ [ [ [ -187.031250, 56.992883 ], [ -187.031250, 65.730626 ], [ -182.460938, 67.339861 ], [ -180.000000, 67.542167 ], [ -169.101562, 68.269387 ], [ -156.093750, 68.138852 ], [ -144.492188, 66.089364 ], [ -134.648438, 62.431074 ], [ -131.835938, 55.379110 ], [ -133.593750, 48.690960 ], [ -146.250000, 38.548165 ], [ -169.453125, 34.885931 ], [ -180.000000, 36.527295 ], [ -184.218750, 37.160317 ], [ -187.031250, 38.891033 ], [ -187.031250, 50.457504 ], [ -185.976562, 47.279229 ], [ -177.539062, 44.339565 ], [ -164.882812, 43.325178 ], [ -153.281250, 46.558860 ], [ -144.492188, 51.179343 ], [ -143.789062, 57.136239 ], [ -148.007812, 61.100789 ], [ -158.554688, 63.860036 ], [ -169.453125, 64.472794 ], [ -177.890625, 62.593341 ], [ -180.000000, 61.689872 ], [ -185.976562, 58.813742 ], [ -187.031250, 56.992883 ] ] ], [ [ [ 187.031250, 44.024422 ], [ 187.031250, 35.460670 ], [ 175.781250, 37.160317 ], [ 161.718750, 45.336702 ], [ 156.796875, 54.977614 ], [ 163.476562, 62.431074 ], [ 170.507812, 64.774125 ], [ 177.539062, 67.339861 ], [ 180.000000, 67.542167 ], [ 187.031250, 68.007571 ], [ 187.031250, 63.704722 ], [ 182.109375, 62.593341 ], [ 180.000000, 61.689872 ], [ 174.023438, 58.813742 ], [ 171.562500, 54.367759 ], [ 174.023438, 47.279229 ], [ 182.460938, 44.339565 ], [ 187.031250, 44.024422 ] ] ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "-180" }, "geometry": { "type": "MultiLineString", "coordinates": [ [ [ -180.000000, 20.055931 ], [ -180.000000, 50.007739 ] ], [ [ 180.000000, 20.055931 ], [ 180.000000, 50.007739 ] ] ] } }
+,
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+{ "type": "Feature", "properties": { "boolean": true, "otherboolean": false, "stringify": "[\"yes\",27,27,1.4e+27,{\"foo\":\"bar\"}]", "": "something for nothing", "escape": "foo\u0001bar,ü\"\\/\u0008\u000c\u000a\u000d\u0009→🐂🐳", "prêt": "ready" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 168.750000, 64.206377 ], [ 168.750000, 61.606396 ], [ 162.660828, 61.606396 ], [ 163.476562, 62.431074 ], [ 168.750000, 64.206377 ] ] ] } }
+] }
+] }
+,
+{ "type": "FeatureCollection", "properties": { "zoom": 5, "x": 31, "y": 15 }, "features": [
+{ "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "where": "180" }, "geometry": { "type": "LineString", "coordinates": [ [ 180.000000, 10.001310 ], [ 180.000000, 11.178402 ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "172, not duplicated" }, "geometry": { "type": "LineString", "coordinates": [ [ 171.999207, 10.001310 ], [ 171.999207, 11.178402 ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "173, duplicated" }, "geometry": { "type": "LineString", "coordinates": [ [ 172.998962, 10.001310 ], [ 172.998962, 11.178402 ] ] } }
+] }
+] }
+,
+{ "type": "FeatureCollection", "properties": { "zoom": 5, "x": 31, "y": 14 }, "features": [
+{ "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "where": "-180" }, "geometry": { "type": "LineString", "coordinates": [ [ 180.000000, 20.001741 ], [ 180.000000, 21.943046 ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "180" }, "geometry": { "type": "LineString", "coordinates": [ [ 180.000000, 11.178402 ], [ 180.000000, 21.943046 ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "172, not duplicated" }, "geometry": { "type": "LineString", "coordinates": [ [ 171.999207, 11.178402 ], [ 171.999207, 21.943046 ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "173, duplicated" }, "geometry": { "type": "LineString", "coordinates": [ [ 172.998962, 11.178402 ], [ 172.998962, 21.943046 ] ] } }
+] }
+] }
+,
+{ "type": "FeatureCollection", "properties": { "zoom": 5, "x": 31, "y": 13 }, "features": [
+{ "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "where": "-180" }, "geometry": { "type": "LineString", "coordinates": [ [ 180.000000, 21.943046 ], [ 180.000000, 31.952162 ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "180" }, "geometry": { "type": "LineString", "coordinates": [ [ 180.000000, 21.943046 ], [ 180.000000, 30.000138 ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "172, not duplicated" }, "geometry": { "type": "LineString", "coordinates": [ [ 171.999207, 21.943046 ], [ 171.999207, 30.000138 ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "173, duplicated" }, "geometry": { "type": "LineString", "coordinates": [ [ 172.998962, 21.943046 ], [ 172.998962, 30.000138 ] ] } }
+] }
+] }
+,
+{ "type": "FeatureCollection", "properties": { "zoom": 5, "x": 31, "y": 12 }, "features": [
+{ "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "boolean": true, "otherboolean": false, "stringify": "[\"yes\",27,27,1.4e+27,{\"foo\":\"bar\"}]", "": "something for nothing", "escape": "foo\u0001bar,ü\"\\/\u0008\u000c\u000a\u000d\u0009→🐂🐳", "prêt": "ready" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 180.000000, 40.979898 ], [ 180.000000, 36.518466 ], [ 175.781250, 37.160317 ], [ 169.428406, 40.979898 ], [ 180.000000, 40.979898 ] ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "-180" }, "geometry": { "type": "LineString", "coordinates": [ [ 180.000000, 31.952162 ], [ 180.000000, 40.979898 ] ] } }
+] }
+] }
+,
+{ "type": "FeatureCollection", "properties": { "zoom": 5, "x": 31, "y": 11 }, "features": [
+{ "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "boolean": true, "otherboolean": false, "stringify": "[\"yes\",27,27,1.4e+27,{\"foo\":\"bar\"}]", "": "something for nothing", "escape": "foo\u0001bar,ü\"\\/\u0008\u000c\u000a\u000d\u0009→🐂🐳", "prêt": "ready" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 180.000000, 45.213004 ], [ 180.000000, 40.979898 ], [ 169.428406, 40.979898 ], [ 168.750000, 41.376809 ], [ 168.750000, 48.922499 ], [ 173.485107, 48.922499 ], [ 174.023438, 47.279229 ], [ 180.000000, 45.213004 ] ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "-180" }, "geometry": { "type": "LineString", "coordinates": [ [ 180.000000, 40.979898 ], [ 180.000000, 48.922499 ] ] } }
+] }
+] }
+,
+{ "type": "FeatureCollection", "properties": { "zoom": 5, "x": 31, "y": 10 }, "features": [
+{ "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "boolean": true, "otherboolean": false, "stringify": "[\"yes\",27,27,1.4e+27,{\"foo\":\"bar\"}]", "": "something for nothing", "escape": "foo\u0001bar,ü\"\\/\u0008\u000c\u000a\u000d\u0009→🐂🐳", "prêt": "ready" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 172.309570, 55.776573 ], [ 171.562500, 54.367759 ], [ 173.485107, 48.922499 ], [ 168.750000, 48.922499 ], [ 168.750000, 55.776573 ], [ 172.309570, 55.776573 ] ] ] } }
+,
+{ "type": "Feature", "properties": { "where": "-180" }, "geometry": { "type": "LineString", "coordinates": [ [ 180.000000, 48.922499 ], [ 180.000000, 50.000678 ] ] } }
+] }
+] }
+,
+{ "type": "FeatureCollection", "properties": { "zoom": 5, "x": 31, "y": 9 }, "features": [
+{ "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "boolean": true, "otherboolean": false, "stringify": "[\"yes\",27,27,1.4e+27,{\"foo\":\"bar\"}]", "": "something for nothing", "escape": "foo\u0001bar,ü\"\\/\u0008\u000c\u000a\u000d\u0009→🐂🐳", "prêt": "ready" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 179.901123, 61.606396 ], [ 174.023438, 58.813742 ], [ 172.309570, 55.776573 ], [ 168.750000, 55.776573 ], [ 168.750000, 61.606396 ], [ 179.901123, 61.606396 ] ] ] } }
+] }
+] }
+,
+{ "type": "FeatureCollection", "properties": { "zoom": 5, "x": 31, "y": 8 }, "features": [
+{ "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "boolean": true, "otherboolean": false, "stringify": "[\"yes\",27,27,1.4e+27,{\"foo\":\"bar\"}]", "": "something for nothing", "escape": "foo\u0001bar,ü\"\\/\u0008\u000c\u000a\u000d\u0009→🐂🐳", "prêt": "ready" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 180.000000, 66.513260 ], [ 180.000000, 61.650771 ], [ 179.901123, 61.606396 ], [ 168.750000, 61.606396 ], [ 168.750000, 64.206377 ], [ 170.507812, 64.774125 ], [ 175.193481, 66.513260 ], [ 180.000000, 66.513260 ] ] ] } }
+] }
+] }
+,
+{ "type": "FeatureCollection", "properties": { "zoom": 5, "x": 31, "y": 7 }, "features": [
+{ "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "boolean": true, "otherboolean": false, "stringify": "[\"yes\",27,27,1.4e+27,{\"foo\":\"bar\"}]", "": "something for nothing", "escape": "foo\u0001bar,ü\"\\/\u0008\u000c\u000a\u000d\u0009→🐂🐳", "prêt": "ready" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 180.000000, 67.514872 ], [ 180.000000, 66.513260 ], [ 175.193481, 66.513260 ], [ 177.539062, 67.339861 ], [ 180.000000, 67.514872 ] ] ] } }
+] }
+] }
+] }

tests/empty-linestring/out/-ac.json

@@ -3,6 +3,7 @@
 "center": "-122.249782,37.796763,14",
 "description": "tests/empty-linestring/out/-ac.json.check.mbtiles",
 "format": "pbf",
+"generator_options": "./tippecanoe -q -a@ -f -o tests/empty-linestring/out/-ac.json.check.mbtiles -ac tests/empty-linestring/in.json",
 "json": "{\"vector_layers\": [ { \"id\": \"in\", \"description\": \"\", \"minzoom\": 0, \"maxzoom\": 14, \"fields\": {} } ],\"tilestats\": {\"layerCount\": 1,\"layers\": [{\"layer\": \"in\",\"count\": 5,\"geometry\": \"LineString\",\"attributeCount\": 0,\"attributes\": []}]}}",
 "maxzoom": "14",
 "minzoom": "0",

tests/epsg-3857/out/-yNAME_-z5_-sEPSG@3857.json

@@ -3,6 +3,7 @@
 "center": "16.875000,44.951199,5",
 "description": "tests/epsg-3857/out/-yNAME_-z5_-sEPSG@3857.json.check.mbtiles",
 "format": "pbf",
+"generator_options": "./tippecanoe -q -a@ -f -o tests/epsg-3857/out/-yNAME_-z5_-sEPSG@3857.json.check.mbtiles -yNAME -z5 -sEPSG:3857 tests/epsg-3857/in.json",
 "json": "{\"vector_layers\": [ { \"id\": \"in\", \"description\": \"\", \"minzoom\": 0, \"maxzoom\": 5, \"fields\": {\"NAME\": \"String\"} } ],\"tilestats\": {\"layerCount\": 1,\"layers\": [{\"layer\": \"in\",\"count\": 243,\"geometry\": \"Point\",\"attributeCount\": 1,\"attributes\": [{\"attribute\": \"NAME\",\"count\": 243,\"type\": \"string\",\"values\": [\"Abidjan\",\"Abu Dhabi\",\"Abuja\",\"Accra\",\"Addis Ababa\",\"Algiers\",\"Amman\",\"Amsterdam\",\"Andorra\",\"Ankara\",\"Antananarivo\",\"Apia\",\"Ashgabat\",\"Asmara\",\"Astana\",\"Asuncion\",\"Athens\",\"Atlanta\",\"Auckland\",\"Baghdad\",\"Baguio City\",\"Baku\",\"Bamako\",\"Bandar Seri Begawan\",\"Bangalore\",\"Bangkok\",\"Bangui\",\"Banjul\",\"Basseterre\",\"Beijing\",\"Beirut\",\"Belgrade\",\"Belmopan\",\"Berlin\",\"Bern\",\"Bir Lehlou\",\"Bishkek\",\"Bissau\",\"Bloemfontein\",\"Bogota\",\"Brasilia\",\"Bratislava\",\"Brazzaville\",\"Bridgetown\",\"Brussels\",\"Bucharest\",\"Budapest\",\"Buenos Aires\",\"Bujumbura\",\"Cairo\",\"Canberra\",\"Cape Town\",\"Caracas\",\"Casablanca\",\"Castries\",\"Chengdu\",\"Chicago\",\"Chisinau\",\"Colombo\",\"Conakry\",\"Cotonou\",\"Dakar\",\"Damascus\",\"Dar es Salaam\",\"Denver\",\"Dhaka\",\"Dili\",\"Djibouti\",\"Dodoma\",\"Doha\",\"Dubai\",\"Dublin\",\"Dushanbe\",\"Freetown\",\"Funafuti\",\"Gaborone\",\"Geneva\",\"Georgetown\",\"Guatemala\",\"Hanoi\",\"Harare\",\"Hargeysa\",\"Havana\",\"Helsinki\",\"Hong Kong\",\"Honiara\",\"Houston\",\"Islamabad\",\"Istanbul\",\"Jakarta\",\"Jerusalem\",\"Johannesburg\",\"Juba\",\"Kabul\",\"Kampala\",\"Kathmandu\",\"Khartoum\",\"Kiev\",\"Kigali\",\"Kingston\"]}]}]}}",
 "maxzoom": "5",
 "minzoom": "0",
@@ -14,9 +15,9 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Vancouver" }, "geometry": { "type": "Point", "coordinates": [ -123.134766, 49.325122 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Cotonou" }, "geometry": { "type": "Point", "coordinates": [ 2.460938, 6.402648 ] } }
+{ "type": "Feature", "properties": { "NAME": "Malabo" }, "geometry": { "type": "Point", "coordinates": [ 8.701172, 3.776559 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Bandar Seri Begawan" }, "geometry": { "type": "Point", "coordinates": [ 114.873047, 4.915833 ] } }
+{ "type": "Feature", "properties": { "NAME": "Kinshasa" }, "geometry": { "type": "Point", "coordinates": [ 15.292969, -4.302591 ] } }
 ] }
 ] }
 ,
@@ -30,27 +31,29 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Vancouver" }, "geometry": { "type": "Point", "coordinates": [ -123.134766, 49.296472 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Praia" }, "geometry": { "type": "Point", "coordinates": [ -23.554688, 14.944785 ] } }
-,
-{ "type": "Feature", "properties": { "NAME": "Cotonou" }, "geometry": { "type": "Point", "coordinates": [ 2.504883, 6.402648 ] } }
+{ "type": "Feature", "properties": { "NAME": "Conakry" }, "geometry": { "type": "Point", "coordinates": [ -13.710938, 9.535749 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 1, "x": 1, "y": 1 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Brazzaville" }, "geometry": { "type": "Point", "coordinates": [ 15.249023, -4.214943 ] } }
+{ "type": "Feature", "properties": { "NAME": "Sao Tome" }, "geometry": { "type": "Point", "coordinates": [ 6.723633, 0.351560 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Kinshasa" }, "geometry": { "type": "Point", "coordinates": [ 15.292969, -4.302591 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Honiara" }, "geometry": { "type": "Point", "coordinates": [ 159.916992, -9.405710 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 1, "x": 1, "y": 0 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Oslo" }, "geometry": { "type": "Point", "coordinates": [ 10.722656, 59.933000 ] } }
+{ "type": "Feature", "properties": { "NAME": "London" }, "geometry": { "type": "Point", "coordinates": [ -0.131836, 51.508742 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Cotonou" }, "geometry": { "type": "Point", "coordinates": [ 2.504883, 6.402648 ] } }
+{ "type": "Feature", "properties": { "NAME": "Geneva" }, "geometry": { "type": "Point", "coordinates": [ 6.108398, 46.225453 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Baku" }, "geometry": { "type": "Point", "coordinates": [ 49.833984, 40.413496 ] } }
+{ "type": "Feature", "properties": { "NAME": "Malabo" }, "geometry": { "type": "Point", "coordinates": [ 8.745117, 3.776559 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Bandar Seri Begawan" }, "geometry": { "type": "Point", "coordinates": [ 114.916992, 4.915833 ] } }
+{ "type": "Feature", "properties": { "NAME": "Kuwait" }, "geometry": { "type": "Point", "coordinates": [ 47.944336, 29.382175 ] } }
 ] }
 ] }
 ,
@@ -63,6 +66,8 @@
 { "type": "FeatureCollection", "properties": { "zoom": 2, "x": 0, "y": 1 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Vancouver" }, "geometry": { "type": "Point", "coordinates": [ -123.134766, 49.282140 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "San Salvador" }, "geometry": { "type": "Point", "coordinates": [ -89.208984, 13.731381 ] } }
 ] }
 ] }
 ,
@@ -74,13 +79,13 @@
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 2, "x": 1, "y": 1 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Chicago" }, "geometry": { "type": "Point", "coordinates": [ -87.758789, 41.836828 ] } }
+{ "type": "Feature", "properties": { "NAME": "Guatemala" }, "geometry": { "type": "Point", "coordinates": [ -90.549316, 14.626109 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Port-au-Prince" }, "geometry": { "type": "Point", "coordinates": [ -72.355957, 18.562947 ] } }
+{ "type": "Feature", "properties": { "NAME": "San Salvador" }, "geometry": { "type": "Point", "coordinates": [ -89.208984, 13.731381 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Praia" }, "geometry": { "type": "Point", "coordinates": [ -23.532715, 14.923554 ] } }
+{ "type": "Feature", "properties": { "NAME": "Saint George's" }, "geometry": { "type": "Point", "coordinates": [ -61.743164, 12.060809 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Ouagadougou" }, "geometry": { "type": "Point", "coordinates": [ -1.538086, 12.382928 ] } }
+{ "type": "Feature", "properties": { "NAME": "Conakry" }, "geometry": { "type": "Point", "coordinates": [ -13.688965, 9.535749 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Quito" }, "geometry": { "type": "Point", "coordinates": [ -78.508301, -0.197754 ] } }
 ] }
@@ -88,43 +93,47 @@
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 2, "x": 2, "y": 2 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Brazzaville" }, "geometry": { "type": "Point", "coordinates": [ 15.270996, -4.236856 ] } }
+{ "type": "Feature", "properties": { "NAME": "Sao Tome" }, "geometry": { "type": "Point", "coordinates": [ 6.723633, 0.351560 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Pretoria" }, "geometry": { "type": "Point", "coordinates": [ 28.212891, -25.700938 ] } }
+{ "type": "Feature", "properties": { "NAME": "Kinshasa" }, "geometry": { "type": "Point", "coordinates": [ 15.292969, -4.324501 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Moroni" }, "geometry": { "type": "Point", "coordinates": [ 43.220215, -11.695273 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 2, "x": 2, "y": 1 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Ouagadougou" }, "geometry": { "type": "Point", "coordinates": [ -1.538086, 12.382928 ] } }
+{ "type": "Feature", "properties": { "NAME": "London" }, "geometry": { "type": "Point", "coordinates": [ -0.131836, 51.508742 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Oslo" }, "geometry": { "type": "Point", "coordinates": [ 10.744629, 59.921990 ] } }
+{ "type": "Feature", "properties": { "NAME": "Geneva" }, "geometry": { "type": "Point", "coordinates": [ 6.130371, 46.210250 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "San Marino" }, "geometry": { "type": "Point", "coordinates": [ 12.436523, 43.945372 ] } }
+{ "type": "Feature", "properties": { "NAME": "Vatican City" }, "geometry": { "type": "Point", "coordinates": [ 12.436523, 41.918629 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Riga" }, "geometry": { "type": "Point", "coordinates": [ 24.082031, 56.956957 ] } }
+{ "type": "Feature", "properties": { "NAME": "Chisinau" }, "geometry": { "type": "Point", "coordinates": [ 28.850098, 47.010226 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Cotonou" }, "geometry": { "type": "Point", "coordinates": [ 2.504883, 6.402648 ] } }
+{ "type": "Feature", "properties": { "NAME": "Malabo" }, "geometry": { "type": "Point", "coordinates": [ 8.767090, 3.754634 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Jerusalem" }, "geometry": { "type": "Point", "coordinates": [ 35.200195, 31.784217 ] } }
+{ "type": "Feature", "properties": { "NAME": "Juba" }, "geometry": { "type": "Point", "coordinates": [ 31.574707, 4.850154 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Baku" }, "geometry": { "type": "Point", "coordinates": [ 49.855957, 40.413496 ] } }
+{ "type": "Feature", "properties": { "NAME": "Kuwait" }, "geometry": { "type": "Point", "coordinates": [ 47.966309, 29.382175 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Islamabad" }, "geometry": { "type": "Point", "coordinates": [ 73.146973, 33.706063 ] } }
+{ "type": "Feature", "properties": { "NAME": "Sri Jawewardenepura Kotte" }, "geometry": { "type": "Point", "coordinates": [ 79.936523, 6.904614 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 2, "x": 3, "y": 2 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Jakarta" }, "geometry": { "type": "Point", "coordinates": [ 106.809082, -6.162401 ] } }
+{ "type": "Feature", "properties": { "NAME": "Singapore" }, "geometry": { "type": "Point", "coordinates": [ 103.842773, 1.296276 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Honiara" }, "geometry": { "type": "Point", "coordinates": [ 159.938965, -9.427387 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 2, "x": 3, "y": 1 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Ulaanbaatar" }, "geometry": { "type": "Point", "coordinates": [ 106.896973, 47.931066 ] } }
+{ "type": "Feature", "properties": { "NAME": "Thimphu" }, "geometry": { "type": "Point", "coordinates": [ 89.626465, 27.488781 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Bandar Seri Begawan" }, "geometry": { "type": "Point", "coordinates": [ 114.916992, 4.893941 ] } }
+{ "type": "Feature", "properties": { "NAME": "Kuala Lumpur" }, "geometry": { "type": "Point", "coordinates": [ 101.689453, 3.184394 ] } }
 ] }
 ] }
 ,
@@ -137,6 +146,10 @@
 { "type": "FeatureCollection", "properties": { "zoom": 3, "x": 1, "y": 3 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "San Francisco" }, "geometry": { "type": "Point", "coordinates": [ -122.420654, 37.770715 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Guatemala" }, "geometry": { "type": "Point", "coordinates": [ -90.538330, 14.626109 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "San Salvador" }, "geometry": { "type": "Point", "coordinates": [ -89.208984, 13.720708 ] } }
 ] }
 ] }
 ,
@@ -156,15 +169,17 @@
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 3, "x": 2, "y": 3 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Atlanta" }, "geometry": { "type": "Point", "coordinates": [ -84.407959, 33.833920 ] } }
+{ "type": "Feature", "properties": { "NAME": "Guatemala" }, "geometry": { "type": "Point", "coordinates": [ -90.538330, 14.626109 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Belmopan" }, "geometry": { "type": "Point", "coordinates": [ -88.769531, 17.256236 ] } }
+{ "type": "Feature", "properties": { "NAME": "Havana" }, "geometry": { "type": "Point", "coordinates": [ -82.375488, 23.140360 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Port-au-Prince" }, "geometry": { "type": "Point", "coordinates": [ -72.344971, 18.552532 ] } }
+{ "type": "Feature", "properties": { "NAME": "San Salvador" }, "geometry": { "type": "Point", "coordinates": [ -89.208984, 13.720708 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Roseau" }, "geometry": { "type": "Point", "coordinates": [ -61.391602, 15.305380 ] } }
+{ "type": "Feature", "properties": { "NAME": "Basseterre" }, "geometry": { "type": "Point", "coordinates": [ -62.720947, 17.308688 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Georgetown" }, "geometry": { "type": "Point", "coordinates": [ -58.172607, 6.806444 ] } }
+{ "type": "Feature", "properties": { "NAME": "Saint George's" }, "geometry": { "type": "Point", "coordinates": [ -61.743164, 12.060809 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Paramaribo" }, "geometry": { "type": "Point", "coordinates": [ -55.173340, 5.845545 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Quito" }, "geometry": { "type": "Point", "coordinates": [ -78.508301, -0.208740 ] } }
 ] }
@@ -186,9 +201,11 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Praia" }, "geometry": { "type": "Point", "coordinates": [ -23.521729, 14.923554 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Dakar" }, "geometry": { "type": "Point", "coordinates": [ -17.479248, 14.721761 ] } }
+{ "type": "Feature", "properties": { "NAME": "Casablanca" }, "geometry": { "type": "Point", "coordinates": [ -7.624512, 33.605470 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Ouagadougou" }, "geometry": { "type": "Point", "coordinates": [ -1.527100, 12.382928 ] } }
+{ "type": "Feature", "properties": { "NAME": "Conakry" }, "geometry": { "type": "Point", "coordinates": [ -13.688965, 9.535749 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Yamoussoukro" }, "geometry": { "type": "Point", "coordinates": [ -5.284424, 6.828261 ] } }
 ] }
 ] }
 ,
@@ -200,47 +217,51 @@
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 3, "x": 4, "y": 4 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Brazzaville" }, "geometry": { "type": "Point", "coordinates": [ 15.281982, -4.247812 ] } }
+{ "type": "Feature", "properties": { "NAME": "Sao Tome" }, "geometry": { "type": "Point", "coordinates": [ 6.723633, 0.340574 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Lusaka" }, "geometry": { "type": "Point", "coordinates": [ 28.278809, -15.411319 ] } }
+{ "type": "Feature", "properties": { "NAME": "Kinshasa" }, "geometry": { "type": "Point", "coordinates": [ 15.303955, -4.324501 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Lilongwe" }, "geometry": { "type": "Point", "coordinates": [ 33.782959, -13.976715 ] } }
+{ "type": "Feature", "properties": { "NAME": "Bujumbura" }, "geometry": { "type": "Point", "coordinates": [ 29.355469, -3.370856 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Pretoria" }, "geometry": { "type": "Point", "coordinates": [ 28.223877, -25.700938 ] } }
+{ "type": "Feature", "properties": { "NAME": "Moroni" }, "geometry": { "type": "Point", "coordinates": [ 43.231201, -11.695273 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Maputo" }, "geometry": { "type": "Point", "coordinates": [ 32.585449, -25.948166 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 3, "x": 4, "y": 3 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Algiers" }, "geometry": { "type": "Point", "coordinates": [ 3.043213, 36.765292 ] } }
+{ "type": "Feature", "properties": { "NAME": "Accra" }, "geometry": { "type": "Point", "coordinates": [ -0.219727, 5.561315 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Cotonou" }, "geometry": { "type": "Point", "coordinates": [ 2.515869, 6.402648 ] } }
+{ "type": "Feature", "properties": { "NAME": "Valletta" }, "geometry": { "type": "Point", "coordinates": [ 14.512939, 35.906849 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Ndjamena" }, "geometry": { "type": "Point", "coordinates": [ 15.040283, 12.125264 ] } }
+{ "type": "Feature", "properties": { "NAME": "Malabo" }, "geometry": { "type": "Point", "coordinates": [ 8.778076, 3.754634 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Nicosia" }, "geometry": { "type": "Point", "coordinates": [ 33.365479, 35.173808 ] } }
+{ "type": "Feature", "properties": { "NAME": "Athens" }, "geometry": { "type": "Point", "coordinates": [ 23.730469, 37.987504 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Jerusalem" }, "geometry": { "type": "Point", "coordinates": [ 35.200195, 31.784217 ] } }
+{ "type": "Feature", "properties": { "NAME": "Beirut" }, "geometry": { "type": "Point", "coordinates": [ 35.496826, 33.879537 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Sanaa" }, "geometry": { "type": "Point", "coordinates": [ 44.197998, 15.358356 ] } }
+{ "type": "Feature", "properties": { "NAME": "Juba" }, "geometry": { "type": "Point", "coordinates": [ 31.574707, 4.839207 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 3, "x": 4, "y": 2 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Oslo" }, "geometry": { "type": "Point", "coordinates": [ 10.744629, 59.921990 ] } }
+{ "type": "Feature", "properties": { "NAME": "London" }, "geometry": { "type": "Point", "coordinates": [ -0.120850, 51.508742 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Paris" }, "geometry": { "type": "Point", "coordinates": [ 2.329102, 48.871941 ] } }
+{ "type": "Feature", "properties": { "NAME": "Amsterdam" }, "geometry": { "type": "Point", "coordinates": [ 4.910889, 52.355474 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Prague" }, "geometry": { "type": "Point", "coordinates": [ 14.458008, 50.085344 ] } }
+{ "type": "Feature", "properties": { "NAME": "Geneva" }, "geometry": { "type": "Point", "coordinates": [ 6.130371, 46.210250 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "San Marino" }, "geometry": { "type": "Point", "coordinates": [ 12.436523, 43.937462 ] } }
+{ "type": "Feature", "properties": { "NAME": "Berlin" }, "geometry": { "type": "Point", "coordinates": [ 13.392334, 52.529590 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Belgrade" }, "geometry": { "type": "Point", "coordinates": [ 20.456543, 44.824708 ] } }
+{ "type": "Feature", "properties": { "NAME": "Vatican City" }, "geometry": { "type": "Point", "coordinates": [ 12.447510, 41.910453 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Riga" }, "geometry": { "type": "Point", "coordinates": [ 24.093018, 56.950966 ] } }
+{ "type": "Feature", "properties": { "NAME": "Pristina" }, "geometry": { "type": "Point", "coordinates": [ 21.159668, 42.674359 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Bucharest" }, "geometry": { "type": "Point", "coordinates": [ 26.092529, 44.441624 ] } }
+{ "type": "Feature", "properties": { "NAME": "Vilnius" }, "geometry": { "type": "Point", "coordinates": [ 25.312500, 54.686534 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Chisinau" }, "geometry": { "type": "Point", "coordinates": [ 28.850098, 47.010226 ] } }
 ] }
 ] }
 ,
@@ -252,45 +273,45 @@
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 3, "x": 5, "y": 3 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Sanaa" }, "geometry": { "type": "Point", "coordinates": [ 44.197998, 15.358356 ] } }
+{ "type": "Feature", "properties": { "NAME": "Yerevan" }, "geometry": { "type": "Point", "coordinates": [ 44.505615, 40.187267 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Baku" }, "geometry": { "type": "Point", "coordinates": [ 49.855957, 40.405131 ] } }
+{ "type": "Feature", "properties": { "NAME": "Tashkent" }, "geometry": { "type": "Point", "coordinates": [ 69.290771, 41.319076 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Kuwait" }, "geometry": { "type": "Point", "coordinates": [ 47.966309, 29.372602 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Abu Dhabi" }, "geometry": { "type": "Point", "coordinates": [ 54.360352, 24.467151 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Islamabad" }, "geometry": { "type": "Point", "coordinates": [ 73.157959, 33.706063 ] } }
+{ "type": "Feature", "properties": { "NAME": "New Delhi" }, "geometry": { "type": "Point", "coordinates": [ 77.189941, 28.603814 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Mumbai" }, "geometry": { "type": "Point", "coordinates": [ 72.850342, 19.020577 ] } }
-,
-{ "type": "Feature", "properties": { "NAME": "Dhaka" }, "geometry": { "type": "Point", "coordinates": [ 90.406494, 23.725012 ] } }
+{ "type": "Feature", "properties": { "NAME": "Sri Jawewardenepura Kotte" }, "geometry": { "type": "Point", "coordinates": [ 79.947510, 6.904614 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 3, "x": 5, "y": 2 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Astana" }, "geometry": { "type": "Point", "coordinates": [ 71.422119, 51.186230 ] } }
+{ "type": "Feature", "properties": { "NAME": "Tbilisi" }, "geometry": { "type": "Point", "coordinates": [ 44.780273, 41.730330 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Baku" }, "geometry": { "type": "Point", "coordinates": [ 49.855957, 40.405131 ] } }
+{ "type": "Feature", "properties": { "NAME": "Tashkent" }, "geometry": { "type": "Point", "coordinates": [ 69.290771, 41.319076 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 3, "x": 6, "y": 4 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Jakarta" }, "geometry": { "type": "Point", "coordinates": [ 106.820068, -6.162401 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Dili" }, "geometry": { "type": "Point", "coordinates": [ 125.573730, -8.559294 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 3, "x": 6, "y": 3 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Dhaka" }, "geometry": { "type": "Point", "coordinates": [ 90.406494, 23.725012 ] } }
+{ "type": "Feature", "properties": { "NAME": "Thimphu" }, "geometry": { "type": "Point", "coordinates": [ 89.637451, 27.479035 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Hanoi" }, "geometry": { "type": "Point", "coordinates": [ 105.842285, 21.043491 ] } }
+{ "type": "Feature", "properties": { "NAME": "Rangoon" }, "geometry": { "type": "Point", "coordinates": [ 96.163330, 16.794024 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Shanghai" }, "geometry": { "type": "Point", "coordinates": [ 121.431885, 31.222197 ] } }
+{ "type": "Feature", "properties": { "NAME": "Kuala Lumpur" }, "geometry": { "type": "Point", "coordinates": [ 101.689453, 3.173425 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Bandar Seri Begawan" }, "geometry": { "type": "Point", "coordinates": [ 114.927979, 4.893941 ] } }
-,
-{ "type": "Feature", "properties": { "NAME": "Osaka" }, "geometry": { "type": "Point", "coordinates": [ 135.450439, 34.759666 ] } }
+{ "type": "Feature", "properties": { "NAME": "Pyongyang" }, "geometry": { "type": "Point", "coordinates": [ 125.749512, 39.027719 ] } }
 ] }
 ] }
 ,
@@ -310,15 +331,15 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Port Moresby" }, "geometry": { "type": "Point", "coordinates": [ 147.183838, -9.459899 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Funafuti" }, "geometry": { "type": "Point", "coordinates": [ 179.208984, -8.515836 ] } }
-,
-{ "type": "Feature", "properties": { "NAME": "Wellington" }, "geometry": { "type": "Point", "coordinates": [ 174.781494, -41.294317 ] } }
+{ "type": "Feature", "properties": { "NAME": "Honiara" }, "geometry": { "type": "Point", "coordinates": [ 159.938965, -9.427387 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 3, "x": 7, "y": 3 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Osaka" }, "geometry": { "type": "Point", "coordinates": [ 135.450439, 34.759666 ] } }
+{ "type": "Feature", "properties": { "NAME": "Melekeok" }, "geometry": { "type": "Point", "coordinates": [ 134.626465, 7.493196 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Tokyo" }, "geometry": { "type": "Point", "coordinates": [ 139.746094, 35.692995 ] } }
 ] }
 ] }
 ,
@@ -331,6 +352,8 @@
 { "type": "FeatureCollection", "properties": { "zoom": 4, "x": 2, "y": 6 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "San Francisco" }, "geometry": { "type": "Point", "coordinates": [ -122.420654, 37.770715 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Los Angeles" }, "geometry": { "type": "Point", "coordinates": [ -118.185425, 33.993473 ] } }
 ] }
 ] }
 ,
@@ -343,6 +366,8 @@
 { "type": "FeatureCollection", "properties": { "zoom": 4, "x": 3, "y": 7 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Mexico City" }, "geometry": { "type": "Point", "coordinates": [ -99.135132, 19.445874 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Guatemala" }, "geometry": { "type": "Point", "coordinates": [ -90.532837, 14.626109 ] } }
 ] }
 ] }
 ,
@@ -350,7 +375,7 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Denver" }, "geometry": { "type": "Point", "coordinates": [ -104.990845, 39.745210 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Houston" }, "geometry": { "type": "Point", "coordinates": [ -95.344849, 29.826348 ] } }
+{ "type": "Feature", "properties": { "NAME": "Monterrey" }, "geometry": { "type": "Point", "coordinates": [ -100.332642, 25.676187 ] } }
 ] }
 ] }
 ,
@@ -374,12 +399,10 @@
 ,
 { "type": "Feature", "properties": { "NAME": "San Salvador" }, "geometry": { "type": "Point", "coordinates": [ -89.208984, 13.715372 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "San Jose" }, "geometry": { "type": "Point", "coordinates": [ -84.089355, 9.941798 ] } }
+{ "type": "Feature", "properties": { "NAME": "Panama City" }, "geometry": { "type": "Point", "coordinates": [ -79.535522, 8.971897 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Port-au-Prince" }, "geometry": { "type": "Point", "coordinates": [ -72.339478, 18.547325 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Bogota" }, "geometry": { "type": "Point", "coordinates": [ -74.086304, 4.603803 ] } }
-,
 { "type": "Feature", "properties": { "NAME": "Quito" }, "geometry": { "type": "Point", "coordinates": [ -78.502808, -0.208740 ] } }
 ] }
 ] }
@@ -388,9 +411,9 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Atlanta" }, "geometry": { "type": "Point", "coordinates": [ -84.402466, 33.833920 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Miami" }, "geometry": { "type": "Point", "coordinates": [ -80.227661, 25.790000 ] } }
+{ "type": "Feature", "properties": { "NAME": "Havana" }, "geometry": { "type": "Point", "coordinates": [ -82.369995, 23.135309 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "New York" }, "geometry": { "type": "Point", "coordinates": [ -73.987427, 40.755580 ] } }
+{ "type": "Feature", "properties": { "NAME": "Washington, D.C." }, "geometry": { "type": "Point", "coordinates": [ -77.014160, 38.903858 ] } }
 ] }
 ] }
 ,
@@ -398,9 +421,7 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Chicago" }, "geometry": { "type": "Point", "coordinates": [ -87.753296, 41.832735 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Ottawa" }, "geometry": { "type": "Point", "coordinates": [ -75.706787, 45.421588 ] } }
-,
-{ "type": "Feature", "properties": { "NAME": "New York" }, "geometry": { "type": "Point", "coordinates": [ -73.987427, 40.755580 ] } }
+{ "type": "Feature", "properties": { "NAME": "Toronto" }, "geometry": { "type": "Point", "coordinates": [ -79.425659, 43.703622 ] } }
 ] }
 ] }
 ,
@@ -408,7 +429,7 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Asuncion" }, "geometry": { "type": "Point", "coordinates": [ -57.645264, -25.294371 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Sao Paulo" }, "geometry": { "type": "Point", "coordinates": [ -46.631470, -23.553917 ] } }
+{ "type": "Feature", "properties": { "NAME": "Montevideo" }, "geometry": { "type": "Point", "coordinates": [ -56.173096, -34.854383 ] } }
 ] }
 ] }
 ,
@@ -424,11 +445,11 @@
 ,
 { "type": "Feature", "properties": { "NAME": "Roseau" }, "geometry": { "type": "Point", "coordinates": [ -61.391602, 15.305380 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Kingstown" }, "geometry": { "type": "Point", "coordinates": [ -61.215820, 13.149027 ] } }
+{ "type": "Feature", "properties": { "NAME": "Saint George's" }, "geometry": { "type": "Point", "coordinates": [ -61.743164, 12.055437 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Caracas" }, "geometry": { "type": "Point", "coordinates": [ -66.923218, 10.504016 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Georgetown" }, "geometry": { "type": "Point", "coordinates": [ -58.167114, 6.806444 ] } }
+{ "type": "Feature", "properties": { "NAME": "Paramaribo" }, "geometry": { "type": "Point", "coordinates": [ -55.167847, 5.840081 ] } }
 ] }
 ] }
 ,
@@ -448,13 +469,15 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Dakar" }, "geometry": { "type": "Point", "coordinates": [ -17.479248, 14.721761 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Banjul" }, "geometry": { "type": "Point", "coordinates": [ -16.594849, 13.459080 ] } }
+{ "type": "Feature", "properties": { "NAME": "Nouakchott" }, "geometry": { "type": "Point", "coordinates": [ -15.979614, 18.088423 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Conakry" }, "geometry": { "type": "Point", "coordinates": [ -13.683472, 9.535749 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Ouagadougou" }, "geometry": { "type": "Point", "coordinates": [ -1.527100, 12.377563 ] } }
+{ "type": "Feature", "properties": { "NAME": "Bamako" }, "geometry": { "type": "Point", "coordinates": [ -8.003540, 12.656418 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Yamoussoukro" }, "geometry": { "type": "Point", "coordinates": [ -5.278931, 6.822807 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Accra" }, "geometry": { "type": "Point", "coordinates": [ -0.219727, 5.555848 ] } }
 ] }
 ] }
 ,
@@ -464,7 +487,7 @@
 ,
 { "type": "Feature", "properties": { "NAME": "Casablanca" }, "geometry": { "type": "Point", "coordinates": [ -7.619019, 33.605470 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Madrid" }, "geometry": { "type": "Point", "coordinates": [ -3.685913, 40.405131 ] } }
+{ "type": "Feature", "properties": { "NAME": "Bir Lehlou" }, "geometry": { "type": "Point", "coordinates": [ -9.656982, 26.120918 ] } }
 ] }
 ] }
 ,
@@ -488,15 +511,15 @@
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 4, "x": 8, "y": 8 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Brazzaville" }, "geometry": { "type": "Point", "coordinates": [ 15.281982, -4.253290 ] } }
+{ "type": "Feature", "properties": { "NAME": "Sao Tome" }, "geometry": { "type": "Point", "coordinates": [ 6.729126, 0.335081 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Luanda" }, "geometry": { "type": "Point", "coordinates": [ 13.227539, -8.836223 ] } }
+{ "type": "Feature", "properties": { "NAME": "Kinshasa" }, "geometry": { "type": "Point", "coordinates": [ 15.309448, -4.324501 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 4, "x": 8, "y": 7 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Niamey" }, "geometry": { "type": "Point", "coordinates": [ 2.109375, 13.523179 ] } }
+{ "type": "Feature", "properties": { "NAME": "Accra" }, "geometry": { "type": "Point", "coordinates": [ -0.219727, 5.555848 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Cotonou" }, "geometry": { "type": "Point", "coordinates": [ 2.515869, 6.402648 ] } }
 ,
@@ -512,35 +535,37 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Algiers" }, "geometry": { "type": "Point", "coordinates": [ 3.043213, 36.765292 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Tripoli" }, "geometry": { "type": "Point", "coordinates": [ 13.178101, 32.893426 ] } }
+{ "type": "Feature", "properties": { "NAME": "Tunis" }, "geometry": { "type": "Point", "coordinates": [ 10.178833, 36.804887 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Valletta" }, "geometry": { "type": "Point", "coordinates": [ 14.512939, 35.902400 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 4, "x": 8, "y": 5 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "The Hague" }, "geometry": { "type": "Point", "coordinates": [ 4.268188, 52.082882 ] } }
+{ "type": "Feature", "properties": { "NAME": "London" }, "geometry": { "type": "Point", "coordinates": [ -0.120850, 51.505323 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Brussels" }, "geometry": { "type": "Point", "coordinates": [ 4.328613, 50.837167 ] } }
+{ "type": "Feature", "properties": { "NAME": "Amsterdam" }, "geometry": { "type": "Point", "coordinates": [ 4.910889, 52.352119 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Paris" }, "geometry": { "type": "Point", "coordinates": [ 2.329102, 48.871941 ] } }
+{ "type": "Feature", "properties": { "NAME": "Luxembourg" }, "geometry": { "type": "Point", "coordinates": [ 6.124878, 49.614269 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Bern" }, "geometry": { "type": "Point", "coordinates": [ 7.465210, 46.920255 ] } }
+{ "type": "Feature", "properties": { "NAME": "Geneva" }, "geometry": { "type": "Point", "coordinates": [ 6.135864, 46.210250 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Monaco" }, "geometry": { "type": "Point", "coordinates": [ 7.404785, 43.743321 ] } }
+{ "type": "Feature", "properties": { "NAME": "Vaduz" }, "geometry": { "type": "Point", "coordinates": [ 9.514160, 47.137425 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Prague" }, "geometry": { "type": "Point", "coordinates": [ 14.463501, 50.085344 ] } }
+{ "type": "Feature", "properties": { "NAME": "Berlin" }, "geometry": { "type": "Point", "coordinates": [ 13.397827, 52.526248 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Vienna" }, "geometry": { "type": "Point", "coordinates": [ 16.364136, 48.202710 ] } }
+{ "type": "Feature", "properties": { "NAME": "Warsaw" }, "geometry": { "type": "Point", "coordinates": [ 20.994873, 52.254709 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "San Marino" }, "geometry": { "type": "Point", "coordinates": [ 12.436523, 43.937462 ] } }
+{ "type": "Feature", "properties": { "NAME": "Zagreb" }, "geometry": { "type": "Point", "coordinates": [ 15.996094, 45.801999 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Rome" }, "geometry": { "type": "Point", "coordinates": [ 12.480469, 41.898188 ] } }
+{ "type": "Feature", "properties": { "NAME": "Vatican City" }, "geometry": { "type": "Point", "coordinates": [ 12.453003, 41.906365 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Sarajevo" }, "geometry": { "type": "Point", "coordinates": [ 18.380127, 43.850374 ] } }
+{ "type": "Feature", "properties": { "NAME": "Budapest" }, "geometry": { "type": "Point", "coordinates": [ 19.077759, 47.502359 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Belgrade" }, "geometry": { "type": "Point", "coordinates": [ 20.462036, 44.820812 ] } }
+{ "type": "Feature", "properties": { "NAME": "Podgorica" }, "geometry": { "type": "Point", "coordinates": [ 19.264526, 42.468045 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Skopje" }, "geometry": { "type": "Point", "coordinates": [ 21.428833, 42.000325 ] } }
+{ "type": "Feature", "properties": { "NAME": "Pristina" }, "geometry": { "type": "Point", "coordinates": [ 21.165161, 42.670320 ] } }
 ] }
 ] }
 ,
@@ -566,13 +591,13 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Kampala" }, "geometry": { "type": "Point", "coordinates": [ 32.579956, 0.324095 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Kigali" }, "geometry": { "type": "Point", "coordinates": [ 30.053101, -1.949697 ] } }
+{ "type": "Feature", "properties": { "NAME": "Bujumbura" }, "geometry": { "type": "Point", "coordinates": [ 29.355469, -3.370856 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Lusaka" }, "geometry": { "type": "Point", "coordinates": [ 28.278809, -15.411319 ] } }
+{ "type": "Feature", "properties": { "NAME": "Harare" }, "geometry": { "type": "Point", "coordinates": [ 31.041870, -17.811456 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Nairobi" }, "geometry": { "type": "Point", "coordinates": [ 36.809692, -1.279801 ] } }
+{ "type": "Feature", "properties": { "NAME": "Dar es Salaam" }, "geometry": { "type": "Point", "coordinates": [ 39.265137, -6.795535 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Lilongwe" }, "geometry": { "type": "Point", "coordinates": [ 33.782959, -13.982046 ] } }
+{ "type": "Feature", "properties": { "NAME": "Moroni" }, "geometry": { "type": "Point", "coordinates": [ 43.236694, -11.700652 ] } }
 ] }
 ] }
 ,
@@ -580,27 +605,27 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Khartoum" }, "geometry": { "type": "Point", "coordinates": [ 32.530518, 15.591293 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Kampala" }, "geometry": { "type": "Point", "coordinates": [ 32.579956, 0.324095 ] } }
+{ "type": "Feature", "properties": { "NAME": "Juba" }, "geometry": { "type": "Point", "coordinates": [ 31.574707, 4.833733 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Sanaa" }, "geometry": { "type": "Point", "coordinates": [ 44.203491, 15.358356 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Hargeysa" }, "geometry": { "type": "Point", "coordinates": [ 44.060669, 9.562834 ] } }
-,
-{ "type": "Feature", "properties": { "NAME": "Mogadishu" }, "geometry": { "type": "Point", "coordinates": [ 45.362549, 2.070472 ] } }
+{ "type": "Feature", "properties": { "NAME": "Addis Ababa" }, "geometry": { "type": "Point", "coordinates": [ 38.693848, 9.037003 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 4, "x": 9, "y": 6 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "NAME": "Istanbul" }, "geometry": { "type": "Point", "coordinates": [ 29.003906, 41.108330 ] } }
+,
 { "type": "Feature", "properties": { "NAME": "Athens" }, "geometry": { "type": "Point", "coordinates": [ 23.730469, 37.987504 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Nicosia" }, "geometry": { "type": "Point", "coordinates": [ 33.365479, 35.169318 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Tel Aviv-Yafo" }, "geometry": { "type": "Point", "coordinates": [ 34.766235, 32.082575 ] } }
+{ "type": "Feature", "properties": { "NAME": "Beirut" }, "geometry": { "type": "Point", "coordinates": [ 35.502319, 33.874976 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Yerevan" }, "geometry": { "type": "Point", "coordinates": [ 44.511108, 40.187267 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Jerusalem" }, "geometry": { "type": "Point", "coordinates": [ 35.205688, 31.779547 ] } }
+{ "type": "Feature", "properties": { "NAME": "Amman" }, "geometry": { "type": "Point", "coordinates": [ 35.930786, 31.952162 ] } }
 ] }
 ] }
 ,
@@ -610,7 +635,7 @@
 ,
 { "type": "Feature", "properties": { "NAME": "Kiev" }, "geometry": { "type": "Point", "coordinates": [ 30.514526, 50.436516 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Bucharest" }, "geometry": { "type": "Point", "coordinates": [ 26.092529, 44.437702 ] } }
+{ "type": "Feature", "properties": { "NAME": "Chisinau" }, "geometry": { "type": "Point", "coordinates": [ 28.855591, 47.006480 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Moscow" }, "geometry": { "type": "Point", "coordinates": [ 37.611694, 55.754941 ] } }
 ] }
@@ -620,8 +645,6 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Helsinki" }, "geometry": { "type": "Point", "coordinates": [ 24.927979, 60.179770 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Riga" }, "geometry": { "type": "Point", "coordinates": [ 24.098511, 56.950966 ] } }
-,
 { "type": "Feature", "properties": { "NAME": "Moscow" }, "geometry": { "type": "Point", "coordinates": [ 37.611694, 55.754941 ] } }
 ] }
 ] }
@@ -630,7 +653,7 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Victoria" }, "geometry": { "type": "Point", "coordinates": [ 55.447998, -4.614753 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Port Louis" }, "geometry": { "type": "Point", "coordinates": [ 57.496948, -20.164255 ] } }
+{ "type": "Feature", "properties": { "NAME": "Antananarivo" }, "geometry": { "type": "Point", "coordinates": [ 47.510376, -18.911483 ] } }
 ] }
 ] }
 ,
@@ -654,11 +677,17 @@
 ] }
 ] }
 ,
+{ "type": "FeatureCollection", "properties": { "zoom": 4, "x": 10, "y": 5 }, "features": [
+{ "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "NAME": "Tbilisi" }, "geometry": { "type": "Point", "coordinates": [ 44.785767, 41.730330 ] } }
+] }
+] }
+,
 { "type": "FeatureCollection", "properties": { "zoom": 4, "x": 11, "y": 7 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Mumbai" }, "geometry": { "type": "Point", "coordinates": [ 72.850342, 19.020577 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Male" }, "geometry": { "type": "Point", "coordinates": [ 73.498535, 4.171115 ] } }
+{ "type": "Feature", "properties": { "NAME": "Bangalore" }, "geometry": { "type": "Point", "coordinates": [ 77.557983, 12.972442 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Sri Jawewardenepura Kotte" }, "geometry": { "type": "Point", "coordinates": [ 79.947510, 6.904614 ] } }
 ] }
@@ -668,9 +697,11 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Dushanbe" }, "geometry": { "type": "Point", "coordinates": [ 68.768921, 38.561053 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Islamabad" }, "geometry": { "type": "Point", "coordinates": [ 73.163452, 33.706063 ] } }
+{ "type": "Feature", "properties": { "NAME": "Kabul" }, "geometry": { "type": "Point", "coordinates": [ 69.180908, 34.520136 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Kathmandu" }, "geometry": { "type": "Point", "coordinates": [ 85.314331, 27.722436 ] } }
+{ "type": "Feature", "properties": { "NAME": "New Delhi" }, "geometry": { "type": "Point", "coordinates": [ 77.195435, 28.603814 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Kolkata" }, "geometry": { "type": "Point", "coordinates": [ 88.319092, 22.497332 ] } }
 ,
 { "type": "Feature", "properties": { "NAME": "Dhaka" }, "geometry": { "type": "Point", "coordinates": [ 90.406494, 23.725012 ] } }
 ] }
@@ -680,7 +711,9 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Astana" }, "geometry": { "type": "Point", "coordinates": [ 71.427612, 51.182786 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Bishkek" }, "geometry": { "type": "Point", "coordinates": [ 74.580688, 42.875964 ] } }
+{ "type": "Feature", "properties": { "NAME": "Tashkent" }, "geometry": { "type": "Point", "coordinates": [ 69.290771, 41.314950 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Urumqi" }, "geometry": { "type": "Point", "coordinates": [ 87.572021, 43.810747 ] } }
 ] }
 ] }
 ,
@@ -694,16 +727,20 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Naypyidaw" }, "geometry": { "type": "Point", "coordinates": [ 96.113892, 19.771873 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Bangkok" }, "geometry": { "type": "Point", "coordinates": [ 100.513916, 13.752725 ] } }
+{ "type": "Feature", "properties": { "NAME": "Rangoon" }, "geometry": { "type": "Point", "coordinates": [ 96.163330, 16.788765 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Hanoi" }, "geometry": { "type": "Point", "coordinates": [ 105.847778, 21.038364 ] } }
+{ "type": "Feature", "properties": { "NAME": "Vientiane" }, "geometry": { "type": "Point", "coordinates": [ 102.595825, 17.968283 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Putrajaya" }, "geometry": { "type": "Point", "coordinates": [ 101.700439, 2.915611 ] } }
+{ "type": "Feature", "properties": { "NAME": "Kuala Lumpur" }, "geometry": { "type": "Point", "coordinates": [ 101.694946, 3.173425 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Singapore" }, "geometry": { "type": "Point", "coordinates": [ 103.853760, 1.296276 ] } }
 ] }
 ] }
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 4, "x": 12, "y": 6 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "NAME": "Thimphu" }, "geometry": { "type": "Point", "coordinates": [ 89.637451, 27.474161 ] } }
+,
 { "type": "Feature", "properties": { "NAME": "Dhaka" }, "geometry": { "type": "Point", "coordinates": [ 90.406494, 23.725012 ] } }
 ] }
 ] }
@@ -722,9 +759,11 @@
 ,
 { "type": "FeatureCollection", "properties": { "zoom": 4, "x": 13, "y": 7 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
-{ "type": "Feature", "properties": { "NAME": "Baguio City" }, "geometry": { "type": "Point", "coordinates": [ 120.569458, 16.430816 ] } }
+{ "type": "Feature", "properties": { "NAME": "Hong Kong" }, "geometry": { "type": "Point", "coordinates": [ 114.180908, 22.309426 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Bandar Seri Begawan" }, "geometry": { "type": "Point", "coordinates": [ 114.927979, 4.888467 ] } }
+{ "type": "Feature", "properties": { "NAME": "Manila" }, "geometry": { "type": "Point", "coordinates": [ 120.975952, 14.610163 ] } }
+,
+{ "type": "Feature", "properties": { "NAME": "Melekeok" }, "geometry": { "type": "Point", "coordinates": [ 134.626465, 7.487750 ] } }
 ] }
 ] }
 ,
@@ -741,8 +780,6 @@
 { "type": "FeatureCollection", "properties": { "zoom": 4, "x": 14, "y": 9 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Melbourne" }, "geometry": { "type": "Point", "coordinates": [ 144.970093, -37.814124 ] } }
-,
-{ "type": "Feature", "properties": { "NAME": "Canberra" }, "geometry": { "type": "Point", "coordinates": [ 149.128418, -35.281501 ] } }
 ] }
 ] }
 ,
@@ -752,6 +789,12 @@
 ] }
 ] }
 ,
+{ "type": "FeatureCollection", "properties": { "zoom": 4, "x": 14, "y": 7 }, "features": [
+{ "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
+{ "type": "Feature", "properties": { "NAME": "Melekeok" }, "geometry": { "type": "Point", "coordinates": [ 134.626465, 7.487750 ] } }
+] }
+] }
+,
 { "type": "FeatureCollection", "properties": { "zoom": 4, "x": 14, "y": 6 }, "features": [
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Osaka" }, "geometry": { "type": "Point", "coordinates": [ 135.455933, 34.755153 ] } }
@@ -786,7 +829,7 @@
 { "type": "FeatureCollection", "properties": { "layer": "in", "version": 2, "extent": 4096 }, "features": [
 { "type": "Feature", "properties": { "NAME": "Palikir" }, "geometry": { "type": "Point", "coordinates": [ 158.148193, 6.920974 ] } }
 ,
-{ "type": "Feature", "properties": { "NAME": "Tarawa" }, "geometry": { "type": "Point", "coordinates": [ 173.012695, 1.340210 ] } }
+{ "type": "Feature", "properties": { "NAME": "Majuro" }, "geometry": { "type": "Point", "coordinates": [ 171.375732, 7.106344 ] } }
 ] }
 ] }
 ,