ChangesetMD is a simple XML parser written in python that takes the weekly changeset metadata dump file from http://planet.openstreetmap.org/ and shoves the data into a simple postgres database so it can be queried.
It can also keep a database created with a weekly dump file up to date using minutely changeset diff files available at http://planet.osm.org/replication/changesets/
ChangesetMD works with python 2.7.
Aside from postgresql, ChangesetMD depends on the python libraries psycopg2 and lxml. On Debian-based systems this means installing the python-psycopg2 and python-lxml packages.
If you want to parse the changeset file without first unzipping it, you will also need to install the bz2file library since the built in bz2 library can not handle multi-stream bzip files.
For building geometries,
postgis extension needs to be installed.
ChangesetMD expects a postgres database to be set up for it. It can likely co-exist within another database if desired. Otherwise, As the postgres user execute:
It is easiest if your OS user has access to this database. I just created a user and made myself a superuser. Probably not best practices.
The first time you run it, you will need to include the -c | --create option to create the table:
python changesetmd.py -d <database> -c
The create function can be combined with the file option to immediately parse a file.
To parse a dump file, use the -f | --file option.
python changesetmd.py -d <database> -f /tmp/changeset-latest.osm
If no other arguments are given, it will access postgres using the default settings of the postgres client, typically connecting on the unix socket as the current OS user. Use the
--help argument to see optional arguments for connecting to postgres.
You can add the
--geometry option to build polygon geometries (the database also needs to be created with this option).
After you have parsed a weekly dump file into the database, the database can be kept up to date using changeset diff files that are generated on the OpenStreetMap planet server every minute. To initiate the replication system you will need to find out which minutely sequence number you need to start with and update the
osm_changeset_state table so that ChangesetMD knows where to start. Unfortunately there isn't an easy way to get the needed sequence number from the dump file. Here is the process to find it:
First, determine the timestamp present in the first line of XML in the dump file. Assuming you are starting from the .bzip2 file, use this command:
bunzip2 -c discussions-latest.osm.bz2 | head
Look for this line:
<osm license="http://opendatacommons.org/licenses/odbl/1-0/" copyright="OpenStreetMap and contributors" version="0.6" generator="planet-dump-ng 1.1.2" attribution="http://www.openstreetmap.org/copyright" timestamp="2015-11-16T01:59:54Z">
Note the timestamp at the end of it. In this case, just before 02:00 on November 16th, 2015. Now browse to http://planet.osm.org/replication/changesets/ and navigate the directories until you find files with a similar timestamp as the one from the dump file. Each second level directory contains 1,000 diffs so there is generally one directory per day with one day occasionally crossing two directories.
Unfortunately there is no metadata file that goes along with the changeset diff files (like there is with the map data diff files) so there isn't a way to narrow it down to one specific file. However it is safe to apply older diffs to the database since it will just update the data to its current state again. So just go back 2 or 3 hours from the timestamp in the dump file and start there. This will ensure that any time zone setting or daylight savings time will be accounted for. So in the example from above, look for the file with a timestamp around November 15th at 23:00 since that is 3 hours before the given timestamp in the dump file of 02:00 on November 16th.
This gives the file 048.osm.gz in the directory http://planet.osm.org/replication/changesets/001/582/. Now take the numbers of all the directories and the file and remove the slashes. So 001/582/048.osm.gz becomes: 1582048. This is the sequence to start replication at. To set this, run the following SQL query in postgres:
update osm_changeset_state set last_sequence = 1582048;
Now you are ready to start consuming the replication diffs with the following command:
python changesetmd.py -d <database> -r
Run this command as often as you wish to keep your database up to date with OSM. You can put it in a cron job that runs every minute if you like. The first run may take a few minutes to catch up but each subsequent run should only take a few seconds to finish.
- Prints a status message every 10,000 records.
- Takes 1-2 hours to import the current dump on a decent home computer.
- Might be faster to process the XML into a flat file and then use the postgres COPY command to do a bulk load but this would make incremental updates a little harder
- I have commonly queried fields indexed. Depending on what you want to do, you may need more indexes.
- Changesets can be huge in extent, so you may wish to filter them by area before any visualization. 225 square km seems to be a fairly decent threshold to get the actual spatial footprint of edits.
WHERE ST_Area(ST_Transform(geom, 3410)) < 225000000will do the trick.
- Some changesets have bounding latitudes outside the range of [-90;90] range. Make sure you handle them right before projecting (e.g. for area checks).
ChangesetMD populates two tables with the following structure:
Primary table of all changesets with the following columns:
id: changeset ID
created_at/closed_at: create/closed time
num_changes: number of objects changed
min_lat/max_lat/min_lon/max_lon: description of the changeset bbox in decimal degrees
user_name: OSM username
user_id: numeric OSM user ID
tags: an hstore column holding all the tags of the changeset
geom: [optional] a postgis geometry column of
Polygontype (SRID: 4326)
Note that all fields except for id and created_at can be null.
osm_changeset_comment: All comments made on changesets via the new commenting system
comment_changeset_id: Foreign key to the changeset ID
comment_user_id: numeric OSM user ID
comment_user_name: OSM username
comment_date: timestamp of when the comment was created
If you are unfamiliar with hstore and how to query it, see the postgres documentation
Count how many changesets have a comment tag:
SELECT COUNT(*) FROM osm_changeset WHERE tags ? 'comment';
Find all changesets that were created by JOSM:
SELECT COUNT(*) FROM osm_changeset WHERE tags -> 'created_by' LIKE 'JOSM%';
Find all changesets that were created in Liberty Island:
SELECT count(id) FROM osm_changeset c, (SELECT ST_SetSRID(ST_MakeEnvelope(-74.0474545,40.6884971,-74.0433990,40.6911817),4326) s WHERE ST_CoveredBy(c.geom, s.geom);
Copyright (C) 2012 Toby Murray
This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
See the GNU Affero General Public License for more details: http://www.gnu.org/licenses/agpl.txt