document what country_osm_grid does

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marc tobias
2018-11-28 18:57:17 +01:00
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# Fallback Country Boundaries
Each place is assigned a `country_code` and partition. Partitions derive from `country_code`.
Nominatim imports two pre-generated files
* `data/country_name.sql` (country code, name, default language, partition)
* `data/country_osm_grid.sql` (country code, geometry)
before creating places in the database. This helps with fast lookups and missing data (e.g. if the data the user wants to import doesn't contain any country places).
The number of countries in the world can change (South Sudan created 2011, Germany reunification), so can their boundaries. This document explain how the pre-generated files can be updated.
## Country code
Each place is assigned a two letter country_code based on its location, e.g. `gb` for Great Britain. Or `NULL` if no suitable country is found (usually it's in open water then).
In `sql/functions.sql: get_country_code(geometry)` the place's center is checked against
1. country places already imported from the user's data file. Places are imported by rank low-to-high. Lowest rank 2 is countries so most places should be matched. Still the data file might be incomplete.
2. if unmatched: OSM grid boundaries
3. if still unmatched: OSM grid boundaries, but allow a small distance
## Partitions
Each place is assigned partition, which is a number 0..250. 0 is fallback/other.
During place indexing (`sql/functions.sql: placex_insert()`) a place is assigned the partition based on its country code (`sql/functions.sql: get_partition(country_code)`). It checks in the `country_name` table.
Most countries have their own parition, some share a partition. Thus partition counts vary greatly.
Several database tables are split by partition to allow queries to run against less indices and improve caching.
* `location_area_large_<partition>`
* `search_name_<partition>`
* `location_road_<partition>`
## Data files
### `data/country_name.sql`
Export from existing database table plus manual changes. `country_default_language_code` most taken from [https://wiki.openstreetmap.org/wiki/Nominatim/Country_Codes](), see `utils/country_languages.php`.
### `data/country_osm_grid.sql`
`country_grid.sql` merges territories by country. Then uses `function.sql: quad_split_geometry` to split each country into multiple [Quadtree](https://en.wikipedia.org/wiki/Quadtree) polygons for faster point-in-polygon lookups.
To visualize one country as geojson feature collection, e.g. for loading into [geojson.io](http://geojson.io/):
```
-- http://www.postgresonline.com/journal/archives/267-Creating-GeoJSON-Feature-Collections-with-JSON-and-PostGIS-functions.html
SELECT row_to_json(fc)
FROM (
SELECT 'FeatureCollection' As type, array_to_json(array_agg(f)) As features
FROM (
SELECT 'Feature' As type,
ST_AsGeoJSON(lg.geometry)::json As geometry,
row_to_json((country_code, area)) As properties
FROM country_osm_grid As lg where country_code='mx'
) As f
) As fc;
```
`cat /tmp/query.sql | psql -At nominatim > /tmp/mexico.quad.geojson`
![mexico](mexico.quad.png)

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-- Script to build a calculated country grid from existing tables
DROP TABLE IF EXISTS tmp_country_osm_grid;
CREATE TABLE tmp_country_osm_grid as select country_name.country_code,st_union(placex.geometry) as geometry from country_name,
placex
where (lower(placex.country_code) = country_name.country_code)
and placex.rank_search < 16 and st_area(placex.geometry) > 0
group by country_name.country_code;
ALTER TABLE tmp_country_osm_grid add column area double precision;
UPDATE tmp_country_osm_grid set area = st_area(geometry::geography);
-- compare old and new
select country_code, round, round(log(area)) from (select distinct country_code,round(log(area)) from country_osm_grid order by country_code) as x
left outer join tmp_country_osm_grid using (country_code) where area is null or round(log(area)) != round;
DROP TABLE IF EXISTS new_country_osm_grid;
CREATE TABLE new_country_osm_grid as select country_code,area,quad_split_geometry(geometry,0.5,20) as geometry from tmp_country_osm_grid;
CREATE INDEX new_idx_country_osm_grid_geometry ON new_country_osm_grid USING GIST (geometry);
-- Sometimes there are problems calculating area due to invalid data - optionally recalc
UPDATE new_country_osm_grid set area = sum from (select country_code,sum(case when st_area(geometry::geography) = 'NaN' THEN 0 ELSE st_area(geometry::geography) END)
from new_country_osm_grid group by country_code) as x where x.country_code = new_country_osm_grid.country_code;
-- compare old and new
select country_code, x.round, y.round from (select distinct country_code,round(log(area)) from country_osm_grid order by country_code) as x
left outer join (select distinct country_code,round(log(area)) from new_country_osm_grid order by country_code) as y
using (country_code) where x.round != y.round;
-- Flip the new table in
BEGIN;
DROP TABLE IF EXISTS country_osm_grid;
ALTER TABLE new_country_osm_grid rename to country_osm_grid;
ALTER INDEX new_idx_country_osm_grid_geometry RENAME TO idx_country_osm_grid_geometry;
COMMIT;

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