Python and command line tools for quick access to DataBC geo-data available via WFS/WCS.
There is a wealth of British Columbia geographic information available as open
data,
but direct file download urls are not available and the syntax to accesss WFS via ogr2ogr and/or curl/wget can be awkward.
This tool attempts to simplify downloads of BC geographic data and smoothly integrate with PostGIS and Python GIS tools like geopandas, fiona and rasterio. As noted above, the module is an interface only to geographic data avialable via WFS/WCS - to work with other BC open data, use the bcdata R package.
Note that this tool depends on BC Open Geospatial Web Services API at openmaps.gov.bc.ca and the BC Data Catalogue API. If downloads are failing, consult the BCGov Data Systems and Services uptime monitor.
Disclaimer
It is the user's responsibility to check the licensing for any downloads, data are generally licensed as OGL-BC
bcdata requires gdal. If working with an OS such as linux or MacOS, with gdal already installed to a known location, install with pip:
$ pip install bcdata
Alternatively, conda can be used to install/manage the required dependencies as per the GeoPandas guide:
$ conda create --name bcdataenv
$ conda activate bcdataenv
$ conda config --env --add channels conda-forge
$ conda config --env --set channel_priority strict
$ conda install python=3 geopandas
$ conda install rasterio
$ pip install bcdata
The default target database connection (used by bc2pg) can be set via the DATABASE_URL environment variable (the password parameter should not be required if using a .pgpass file)
Linux/Mac: export DATABASE_URL=postgresql://{username}:{password}@{hostname}:{port}/{database}
Windows: SET DATABASE_URL=postgresql://{username}:{password}@{hostname}:{port}/{database}
To reduce the volume of requests, information about data requested is cached locally.
Schemas of individual layers that have previously been requested are cached with the cache file name matching the object/table name.
Location of the cache defaults to ~/.bcdata but can be modified by setting the BCDATA_CACHE environment variable:
export BCDATA_CACHE=/path/to/bcdata_cache
The cache will automatically refresh after 30 days - force a cache refresh by deleting the files in the cache or the entire cache folder.
Typical usage will involve a manual search of the DataBC Catalogue to find a layer of interest. Once a dataset of interest is found, note the key with which to retreive it. This can be either the id/package name (the last portion of the url) or the Object Name (Under Object Description).
For example, for BC Airports, either of these keys will work:
- id/package name:
bc-airports - object name:
WHSE_IMAGERY_AND_BASE_MAPS.GSR_AIRPORTS_SVW
Note that some packages may have more than one layer - if you request a package like this, bcdata will prompt you with a list of valid object/table names to use instead of the package name.
import bcdata
# get a feature as geojson
geojson = bcdata.get_data(
'bc-airports',
query="AIRPORT_NAME='Terrace (Northwest Regional) Airport'"
)
geojson
{'type': 'FeatureCollection', 'features': [{'type': 'Feature', 'id': 'WHSE_IMAGERY_AND_BASE_MAPS.GSR_AIRPORTS_SVW.fid-f0cdbe4_16811fe142b_-6f34', 'geometry': {'type': 'Point', ...
# optionally, load data as a geopandas GeoDataFrame
gdf = bcdata.get_data(
'bc-airports',
query="AIRPORT_NAME='Terrace (Northwest Regional) Airport'",
as_gdf=True
)
gdf.head()
AERODROME_STATUS AIRCRAFT_ACCESS_IND AIRPORT_NAME ... TC_LID_CODE WEBSITE_URL geometry
0 Certified Y Terrace (Northwest Regional) Airport ... None None POINT (-128.5783333 54.46861111)Commands available via the bcdata command line interface are documented with the --help option:
$ bcdata --help
Usage: bcdata [OPTIONS] COMMAND [ARGS]...
Options:
--version Show the version and exit.
--help Show this message and exit.
Commands:
bc2pg Download a DataBC WFS layer to postgres
cat Write DataBC features to stdout as GeoJSON feature objects.
dem Dump BC DEM to TIFF
dump Write DataBC features to stdout as GeoJSON feature collection.
info Print basic metadata about a DataBC WFS layer as JSON.
list List DataBC layers available via WFS
$ bcdata bc2pg --help
Usage: bcdata bc2pg [OPTIONS] DATASET
Download a DataBC WFS layer to postgres
$ bcdata bc2pg whse_imagery_and_base_maps.gsr_airports_svw
Options:
-db, --db_url TEXT Target database url, defaults to
$DATABASE_URL environment variable if set
--table TEXT Destination table name
--schema TEXT Destination schema name
--geometry_type TEXT Spatial type of geometry column
--query TEXT A valid CQL or ECQL query
--bounds TEXT Bounds: "left bottom right top" or "[left,
bottom, right, top]". Coordinates are BC
Albers (default) or --bounds_crs
--bounds-crs, --bounds_crs TEXT
CRS of provided bounds
-c, --count INTEGER Total number of features to load
-k, --primary_key TEXT Primary key of dataset
-s, --sortby TEXT Name of sort field
-e, --schema_only Create empty table from catalogue schema
-a, --append Append to existing table
-r, --refresh Truncate from existing table before load
-t, --no_timestamp Do not log download to bcdata.log
-v, --verbose Increase verbosity.
-q, --quiet Decrease verbosity.
--help Show this message and exit.
$ bcdata cat --help
Usage: bcdata cat [OPTIONS] DATASET
Write DataBC features to stdout as GeoJSON feature objects.
Options:
--query TEXT A valid CQL or ECQL query
--bounds TEXT Bounds: "left bottom right top" or "[left,
bottom, right, top]". Coordinates are BC
Albers (default) or --bounds_crs
--indent INTEGER Indentation level for JSON output
--compact / --not-compact Use compact separators (',', ':').
--dst-crs, --dst_crs TEXT Destination CRS
-s, --sortby TEXT Name of sort field
--bounds-crs, --bounds_crs TEXT
CRS of provided bounds
-l, --lowercase Write column/properties names as lowercase
-v, --verbose Increase verbosity.
-q, --quiet Decrease verbosity.
--help Show this message and exit.
$ bcdata dem --help
Usage: bcdata dem [OPTIONS]
Dump BC DEM to TIFF
Options:
-o, --out_file TEXT Output file
--bounds TEXT Bounds: "left bottom right top" or "[left,
bottom, right, top]". Coordinates are BC
Albers (default) or --bounds_crs [required]
--dst-crs, --dst_crs TEXT Destination CRS
--bounds-crs, --bounds_crs TEXT
CRS of provided bounds
-r, --resolution INTEGER
-a, --align Align provided bounds to provincial standard
-i, --interpolation [nearest|bilinear|bicubic]
-v, --verbose Increase verbosity.
-q, --quiet Decrease verbosity.
--help Show this message and exit.
$ bcdata dump --help
Usage: bcdata dump [OPTIONS] DATASET
Write DataBC features to stdout as GeoJSON feature collection.
$ bcdata dump bc-airports
$ bcdata dump bc-airports --query "AIRPORT_NAME='Victoria Harbour (Shoal Point) Heliport'"
$ bcdata dump bc-airports --bounds xmin ymin xmax ymax
It can also be combined to read bounds of a feature dataset using Fiona:
$ bcdata dump bc-airports --bounds $(fio info aoi.shp --bounds)
Options:
--query TEXT A valid CQL or ECQL query
-o, --out_file TEXT Output file
--bounds TEXT Bounds: "left bottom right top" or "[left,
bottom, right, top]". Coordinates are BC
Albers (default) or --bounds_crs
--bounds-crs, --bounds_crs TEXT
CRS of provided bounds
-l, --lowercase Write column/properties names as lowercase
-v, --verbose Increase verbosity.
-q, --quiet Decrease verbosity.
--help Show this message and exit.
$ bcdata info --help
Usage: bcdata info [OPTIONS] DATASET
Print basic metadata about a DataBC WFS layer as JSON.
Optionally print a single metadata item as a string.
Options:
--indent INTEGER Indentation level for JSON output
--count Print the count of features.
--name Print the table name of the dateset.
--description Print the description of the dateset.
-v, --verbose Increase verbosity.
-q, --quiet Decrease verbosity.
--help Show this message and exit.
$ bcdata list --help
Usage: bcdata list [OPTIONS]
List DataBC layers available via WFS
Options:
--help Show this message and exit.
Note that bc2pg creates bcdata.log and logs the most recent download date for each table downloaded.
Disable with the switch --no_timestamp if you do not wish to create this table.
Example of a record in bcdata.log:
mydb=# select * from bcdata.log;
table_name | latest_download
---------------------------------------------+-------------------------------
whse_imagery_and_base_maps.gsr_airports_svw | 2021-02-17 11:50:34.044481-08
Search the data listing for airports:
$ bcdata list | grep AIRPORTS
WHSE_IMAGERY_AND_BASE_MAPS.GSR_AIRPORTS_SVW
Describe a dataset. Note that if we know the id of a dataset, we can use that rather than the object name:
$ bcdata info bc-airports --indent 2
{
"name": "WHSE_IMAGERY_AND_BASE_MAPS.GSR_AIRPORTS_SVW",
"count": 455,
"schema": {
"properties": {
"CUSTODIAN_ORG_DESCRIPTION": "string",
"BUSINESS_CATEGORY_CLASS": "string",
"BUSINESS_CATEGORY_DESCRIPTION": "string",
"OCCUPANT_TYPE_DESCRIPTION": "string",
...etc...
},
"geometry": "GeometryCollection",
"geometry_column": "SHAPE"
}
}
The JSON output can be manipulated with jq. For example, to show only the fields available in the dataset:
$ bcdata info bc-airports | jq '.schema'
{
"CUSTODIAN_ORG_DESCRIPTION": "string",
"BUSINESS_CATEGORY_CLASS": "string",
"BUSINESS_CATEGORY_DESCRIPTION": "string",
"OCCUPANT_TYPE_DESCRIPTION": "string",
etc...
}
Dump data to geojson (EPSG:4326 only):
$ bcdata dump bc-airports > bc-airports.geojson
Get a single feature and send it to geojsonio (requires geojson-cli). Note the double quotes required around a CQL FILTER provided to the --query option.
$ bcdata dump \
WHSE_IMAGERY_AND_BASE_MAPS.GSR_AIRPORTS_SVW \
--query "AIRPORT_NAME='Terrace (Northwest Regional) Airport'" \
| geojsonio
Save a layer to a geopackage in BC Albers:
$ bcdata cat bc-airports --dst-crs EPSG:3005 \
| fio collect \
| fio load -f GPKG --dst-crs EPSG:3005 airports.gpkg
Note that this will not work if the source data has mixed geometry types.
Load to parquet on s3:
$ bcdata dump bc-airports \
| ogr2ogr -f Parquet /vsis3/$BUCKET/airports.parquet -s_srs EPSG:4326 -t_srs EPSG:3005 /vsistdin/
Load data to postgres and run a spatial query:
$ bcdata bc2pg bc-airports \
--db_url postgresql://postgres:postgres@localhost:5432/postgis
$ bcdata bc2pg WHSE_LEGAL_ADMIN_BOUNDARIES.ABMS_MUNICIPALITIES_SP \
--db_url postgresql://postgres:postgres@localhost:5432/postgis
$ psql -c \
"SELECT airport_name
FROM whse_imagery_and_base_maps.gsr_airports_svw a
INNER JOIN whse_legal_admin_boundaries.abms_municipalities_sp m
ON ST_Intersects(a.geom, m.geom)
WHERE admin_area_name LIKE '%Victoria%'"
airport_name
------------------------------------------------------------------
Victoria Harbour (Camel Point) Heliport
Victoria Inner Harbour Airport (Victoria Harbour Water Airport)
Victoria Harbour (Shoal Point) Heliport
(3 rows)
CLI
bcdata dump returns GeoJSON in WGS84 (EPSG:4326).
bcdata cat provides the --dst-crs option, use any CRS the WFS server supports.
bcdata bc2pg loads data to PostgreSQL in BC Albers (EPSG:3005).
Python module
bcdata.get_data() defaults to EPSG:4236 but any CRS can be specified (that the server will accept).
bc2pg tests require database postgresql://postgres@localhost:5432/test_bcdata exists and has PostGIS installed:
psql -c "create database test_bcdata"
psql test_bcdata -c "create extension postgis"
Create virtualenv and install bcdata in development mode:
$ mkdir bcdata_env
$ virtualenv bcdata_env
$ source bcdata_env/bin/activate
(bcdata_env)$ git clone [email protected]:smnorris/bcdata.git
(bcdata_env)$ cd bcdata
(bcdata_env)$ pip install -e .[test]
(bcdata_env)$ py.test
- bcdata R package - official BC Open Data R client
- OWSLib - used internally by
bcdata - pgsql-ogr-fdw - read WFS data directly into with postgres foreign data wrapper
- general purpose command line tools (
ogr2ogr/curl/wget)