Home

Awesome

Sequentially Generate Planet Mbtiles

Sequentially generate and merge an entire planet.mbtiles vector tileset on low memory/power hardware for free.

TL;DR give me planet vector tiles! (usage)

  1. Have Docker installed.
  2. Download the latest binary for your operating system from the release page
  3. sudo ./sequentially-generate-planet-mbtiles--unix-amd64-v3.1.0
  4. Rejoice! See acknowledgements below for people to thank.

Configuration

config.json

sudo ./sequentially-generate-planet-mbtiles--unix-amd64-v3.1.0 -c /path/to/config.json

// config.json
// Note if a config.json is provided, the program will ignore all other flags set.
{
  "pbfFile": "",
  "workingDir": "",
  "outDir": "",
  "excludeOcean": false,
  "excludeLanduse": false,
  "TilemakerConfig": "",
  "TilemakerProcess": "",
  "maxRamMb": 0,
  "outAsDir": false,
  "skipSlicing": false,
  "mergeOnly": false,
  "skipDownload": false
}

pbfFile - By default, the program downloads the latest planet data directrly from OpenStreetMaps. However, if you already have your own pbf file that you would like to use (for example, you may have a historical data set, or subset of the planet), you can provide the path to it here.

workingDir - This is where files will be downloaded to and files generated as a result of processing osm data will be stored. Temporary files will be stored here. Please ensure your designated working directory has at least 300 GB of space available. If none is provided, a 'data' folder will be created in the current working directory.

outDir - This is where the final planet.mbtiles file (or folder tree if outAsDir is true) will be placed.

excludeOcean - By default the program will download the appropriate ocean/sea data and include it in the final output planet.mbtiles. If you do not wish to include the sea tiles (for example to save a little space), then you can set this option to true. If true, the ocean data will not be downloaded either. This can significantly increase the overall speed of generation as there are a lot of ocean tiles and writing them all often manifests as a filesystem io bottleneck. A planet map without ocean tiles however does look strange and empty (it can be hard to identify continent borders etc) - if your target end user is, for example, a customer who expects a pretty map, we would recommend they be included.

excludeLanduse - By default the program will download the appropriate landuse/landcover data and include it in the final output planet.mbtiles. If you do not wish to include the landcover overlay (for example to save a little space), then you can set this option to true. If true, the landuse data will not be downloaded either.

TilemakerConfig - [note capitalisation] The path to the config file that will be passed to Tilemaker. See the default used here. This will affect things like tags etc which will affect your front end styles when serving. It is reccomended to leave as default (blank) unless you have a specific reason to make changes (for example, you require a language other than english to be the primary language for the generated maps, or wish to change the zoom level (14 by default)).

TilemakerProcess - [note capitalisation] The path to the process file that will be passed to Tilemaker. See the default used here. Leaving blank will use the default. You can also use a special value to select one of the provided process files to match a given style. The special values are "tileserver-gl-basic", "sgpm-bright". Copies of the target styles can be viewed here. Feel free to copy one of the target styles to your front end project if necessary.

maxRamMb - Provide the maximum amount of RAM in MB that the process should use. If a linux os is detected, the total system RAM will be detected from /proc/meminfo and a default will be set to a reasonably safe level, maximising the available resources. This assumes that only a minimal amount of system RAM is currently being used (such as an idle desktop environment (<2G)). If you are having memory problems, consider manually setting this flag to a reduced value. Note this is not guaranteed and some margin should be allowed for. The default is set to 4096 if the amount of available ram cannot be detected. This setting is not a hard cap and the program will bleed over if necessary and possible.

outAsDir - The final output will be a directory of tiles rather than a single mbtiles file. This will generate hundreds of thousands of files in a predetermined directory structure. More information can ba found about this format and why you might use it over a single mbtiles file can be found here

skipSlicing - Skips the intermediate data processing/slicing and looks for existing files to convert into mbtiles in [workingDir]/pbf/slices. This is useful if you wish to experiment with different Tilemaker configs/process (for example if you wish to change the zoom levels or style tagging of the final output). Once the existing files have been converted to mbtiles, they will be merged either to a single file, or to a directory, respecting the -od flag.

mergeOnly - Skips the entire generation process and instead looks for existing mbtiles in [workingDir]/mbtiles and merges them into a single planet.mbtiles file in the [outDir]. This is useful if you already have a tilesets you wish to merge.

skipDownload - Skips planet downloading - must be set with skip slicing or merge only. Note, this should not be used if you have your own pbf file you wish to slice. In that case, just supply a path to the file in the pbfFile option and the download will be skipped anyway.

Flags

All options in the config.json can be set with flags. Options unique to flags are:

-h, --help - Print the help message listing all available flags.

-v, --version - Print version information.

-s, --stage - Initialise required containers, Dirs and logs based on the supplied config file and then exit. Can be useful to check you are running with correct permissions etc (for example Docker and filesystem), but without running the hard work. It will take some time to build the required containers.

-c, --config - Provide path to a config.json. No configuration is required. If a config.json is provided, all other "config flags" are ignored and runtime params are derived solely from the config.json. See documentation for example config.json

-t, --test - Will run the entire program on a much smaller dataset (morocco-latest.osm.pbf). The program will download the test data and generate a planet.mbtiles from it. This is useful for testing both the output and that your system meets the requirements. You cannot set any other flags in conjunction with this flag. if you wish to run your own custom test then please set a config.json file with your own smaller dataset and other options.

Why?

There are some wonderful options out there for generating and serving your own map data and there are many reasons to want to do so. My reason, and the inspiration for this program was cost. It is expensive to use a paid tile server option after less users using it than you might think. The problem is, when trying to host your own, a lot of research has shown me that almost all solutions for self generating tiles for a map server require hugely expensive hardware to even complete (it's not uncommon to see requirements for 64 cores and 128 GB RAM!); indeed the largest I've seen wanted 150 GB of the stuff! (for generating the planet that is). If you want a small section of the world, then it is much easier, but I need the planet - so what to do? Generate smaller sections of the world, then combine them.

That's where sequentially-generate-planet-mbtiles comes in. It downloads the latest osm data (or uses your supplied pbf file), splits it into manageable chunks, generates mbtiles from those chunks and then stitches it all together.

This program aims to be a simple set and forget, one liner which gives anyone - a way to get a full-featured and bang up to date set of vector tiles for the entire planet on small hardware.

It's also designed (work in progress) to be fail safe - meaning that if your hardware (or our software) does crash mid process, you have not lost all your data, and you are able to resume the work where the program left off.

This also uses the openmaptiles mbtiles spec (by default but this can be changed), meaning that when accessing the served tiles you can easily use most of the open source styles available. See our included styles which we can target - you may wish to use those on your front end for a quick setup. More information on styles can be found below.

Considerations

  1. Hardware usage - this will consume effectively 100% CPU for up to a few days and will also do millions of read/writes from ssd/RAM/CPUcache. While modern hardware and vps' are perfectly capable of handling this, if you are using old hardware, beware that its remaining lifespan may be significantly reduced.
  2. Cost - related to the above, while this program and everything it uses is entirely free and open source - the person's/company's computer you're running it on might charge you electricity/load costs etc. Please check with your provider, how they handle fair use.
  3. Time - your hardware will be unable to do anything much other than run this program while it is running. This is in order to be efficient and is by design. If your hardware is hosting other production software or will be needed for other things in the next few days, be aware that it will perform suboptimally while this is running.
  4. Bandwidth - this will download the entire planet's worth of openstreetmap data directly from OSM. At the time of writing, this is approx. 64 GB. **Please note: ** the program will look for a planet-latest.osm.pbf file in the data/pbf folder. If this is already present, it will skip the download and use this file. If you already have the data you wish to generate mbtiles for, you can place it there to skip the download. This can be useful if you want historical data, or are generating the mbtiles on multiple computers.
  5. Data generation - in order to remain relatively fast on low spec hardware, this program systematically breaks up the OSM data into more manegable chunks before processing. Therefore, expect around 300 GB of storage to be used up on completion.

Requirements

Hardware

  1. About 300 GB clear disk space for the entire planet. Probably an SSD unless you like pain, suffering and the watching the slow creep of old age.
  2. About 3 GB of clear RAM (so maybe 4/5 GB if used on a desktop pc). We are working on options in the future for lower RAM requirements.
  3. Time. As above, this has been written to massively streamline the process of getting a planetary vector tile set for the average person who might not have the strongest hardware or the desire to spend £££ on a 64 core 128 GB RAM server. Unfortunately, if you cut out the cost, you increase the time. Expect the process to take a couple of days from start to finish on small/old hardware.

Software

  1. Have Docker installed.

Serving mbtiles

Software

We would recommend something like tileserver-gl as a good place to start. Further reading can be found on the openstreetmap wiki.

You can quickly serve using tileserver-gl (remember to mount the correct volume containing your planet.mbtiles):

docker run --rm -it -v $(pwd)/data/out:/data -p 8080:80 maptiler/tileserver-gl

Styles

The default output of sequentially-generate-planet-mbtiles looks to match with the open source tileserver-gl 'Basic' style.

When accessing your tileserver with something like MapLibre from a front end application, a good place to start would be passing it a copy of the above style, making sure to edit the urls to point to the correct places.

You can edit the output of sequentially-generate-planet-mbtiles by providing a customised process or config file through the config file. We also have built in support for targeting the open source OSM 'Bright' style.

Some style considerations

If making your own style or editing an existing one, note that sequentially-generate-planet-mbtiles by default will write text to the name:latin tag. If your maps are displayed, but missing text, check that your style is looking for name:latin and not something else (e.g. simply name).

Pay attention to your fonts. The OSM Bright style makes use of Noto Sans variants (bold, italic & regular). If you are using tileserver-gl to serve your tiles, it only comes with the regular variant of Noto Sans (not the bold or the italic); therefore, it may look like text labels are missing since the style won't be able to find the fonts. You should therefore consider editing the style and changing all mentions of the font to use only the regular variant. Alternatively, you could ensure that all fonts necessary are present.

FAQ

  1. How long will this take? We are pleased to anounce that the new version 3 slicing algorithm is seen to be about twice as fast as the one used in version 2. An average 8core CPU/16 GB pc should take less than 24 hours (download speed often being the largest cause of variance).
  2. Do I have to download the entire planet? No! If you already have a pbf file of your own that you would like to generate and mbtiles file from, you can provide it as the pbfFile in the config (or with flags). Support is comming in the future for continent processing (meaning if you want 'Africa' for example, in the future you should be able to pass that as a flag and we will take care of the rest).
  3. Would I use this if I have powerful hardware? Maybe. Since the program essentially saves its progress as it goes, even if you have strong hardware, you are reducing the time taken to redo the process in the event of a crash or file corruption. Further, the RAM is what is really saved here so if you have say 32 cores and 64 GB RAM, you still would not be able to generate the entire planet by loading it into memory. Additionally, it just saves time configuring everything.
  4. Why do I have to run part of the program with 'sudo' privileges? Many docker installations require sudo to be executed. You may not have to execute the program with sudo.
  5. Does 'low spec' mean I can run it on my toaster? Maybe, but mostly not. But you can happily run it on you 4core CPU/4 GB RAM home pc without too much trouble. Just time.
  6. Why would I use this over Planetiler? Planetiler is a fantastic project, however it still requires over 32 GB RAM to complete the entire planet (0.5x the size of the planet pbf file).

Examples

Use all defaults (download all required data and generate a planet.mbtiles file):

sudo ./sequentially-generate-planet-mbtiles--unix-amd64-v3.1.0

Providing a config.json:

sudo ./sequentially-generate-planet-mbtiles--unix-amd64-v3.1.0 -c /path/to/config.json

Use a specific source file, and send the output to a specific place. Target style to match sgpm-bright:

sudo ./sequentially-generate-planet-mbtiles--unix-amd64-v3.1.0 -p /path/to/planet-latest.osm.pbf -o /path/to/output/dir -tp sgpm-bright

Acknowledgements

Please take the time to thank the folks over at tilemaker, tippecanoe, osmium and gdal. They are the reason any of this is possible in the first place. It goes without saying, our thanks go out to OpenStreetMap.

Attribution

Please attribute openmaptiles, openstreemap contributors and tippecanoe if any data derived from this program is used in production.

Licenses

Files generated by sequentially-generate-planet-mbtiles are subject to the licenses described by tippecanoe and OpenStreetMap. All third party licences can be found in the relevant submodule to this repo. We encourage you to consider them carefully, as always.

sequentially-generate-planet-mbtiles is subject to the MIT license.

Contributions

All welcome! Feature request, pull request, bug reports/fixes etc - go for it.

Version 2 (old)

See the version 2 README.

Currently working on: