cimsparql 1.9.1

CIM query utilities

CIMSPARQL Query CIM data using sparql

This Python package provides functionality for reading/parsing cim data from either xml files or GraphDB into Python memory as pandas dataframes.

The package provides a set of predefined functions/queries to load CIM data such generator or branch data, though the user can easiliy extend or define their own queries.

Usage

Load data using predefined functions/queries

>>> from cimsparql.graphdb import GraphDBClient
>>> from cimsparql.url import service
>>> gdbc = GraphDBClient(service(repo='<repo>', server=127.0.0.1:7200))
>>> ac_lines = gdbc.ac_lines(limit=3)
>>> print(ac_lines[['name', 'x', 'r', 'bch']])
         name       x       r       bch
0  <branch 1>  1.9900  0.8800  0.000010
1  <branch 2>  1.9900  0.8800  0.000010
2  <branch 3>  0.3514  0.1733  0.000198

In the example above the client will query repo "" in the default server GraphDB for AC line values.

Inspect/view predefined queries

To see the actual sparql use the dry_run option:

>>> from cimsparql.queries import ac_line_query
>>> print(ac_line_query(limit=3, dry_run=True))

The resulting string contains all the prefix's available in the Graphdb repo making it easier to copy and past to graphdb. Note that the prefixes are not required in the user specified quires described below.

The dry_run option is available for all the predefined queries.

Load data using user specified queries

>>> query = 'SELECT ?mrid where { ?mrid rdf:type cim:ACLineSegment } limit 2'
>>> query_result = gdbc.get_table(query)
>>> print(query_result)

List of available repos at the server

>>> from cimsparql.url import GraphDbConfig
>>> print(GraphDbConfig().repos)

Prefix and namespace

Available namespace for current graphdb client (gdbc in the examples above), which can be used in queries (such as rdf and cim) can by found by

>>> print(gdbc.ns)
{'wgs': 'http://www.w3.org/2003/01/geo/wgs84_pos#',
 'rdf': 'http://www.w3.org/1999/02/22-rdf-syntax-ns#',
 'owl': 'http://www.w3.org/2002/07/owl#',
 'cim': 'http://iec.ch/TC57/2010/CIM-schema-cim15#',
 'gn': 'http://www.geonames.org/ontology#',
 'xsd': 'http://www.w3.org/2001/XMLSchema#',
 'rdfs': 'http://www.w3.org/2000/01/rdf-schema#',
 'SN': 'http://www.statnett.no/CIM-schema-cim15-extension#',
 'ALG': 'http://www.alstom.com/grid/CIM-schema-cim15-extension#'}