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Python
Python bindings to interact with all XBOS services.
Installation
Install using pip. Currently requires Python 2.
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pip install xbos
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Usage
Almost all interactions in XBOS begin with a BOSSWAVE client:
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from xbos import get_client
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​
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# uses $BW2_AGENT, $BW2_DEFAULT_ENTITY by default
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client = get_client()
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client = get_client(agent="172.17.0.1:28589",entity="/home/oski/myentity.ent")
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xbos.devices contains bindings for interacting with the following devices:- Thermostat
- Plug
- Light
xbos.services contains bindings for interacting with the following services:Examples
Below are a set of simple examples
Thermostat Interaction
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from xbos import get_client
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from xbos.devices.thermostat import Thermostat
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​
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# get a bosswave client
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c = get_client() # defaults to $BW2_AGENT, $BW2_DEFAULT_ENTITY
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​
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# instantiate a thermostat
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tstat = Thermostat(c, "410testbed/devices/venstar/s.venstar/420lab/i.xbos.thermostat")
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​
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# print cached state; blocks until we get first report.
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# maintains subscription in background.
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print tstat.heating_setpoint
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​
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# batch actuation
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state = {
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"heating_setpoint": 72,
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"cooling_setpoint": 76
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}
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tstat.write(state)
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​
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# or individually
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tstat.set_heating_setpoint(72)
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Archiver
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from xbos import get_client
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from xbos.services.pundat import DataClient, timestamp, make_dataframe
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​
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# get a bosswave client
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c = get_client() # defaults to $BW2_AGENT, $BW2_DEFAULT_ENTITY
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​
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dc = DataClient(c,archivers=["ucberkeley"])
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​
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uuids = dc.uuids('name = "air_temp" and Deployment = "CIEE"')
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​
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# get timestamps
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start = timestamp('6/25/2017')
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end = timestamp('6/28/2017')
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​
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# get 1-hour window data for the first uuid
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data = dc.window_uuids(uuids[0], start, end, '1h')
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​
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# get a dataframe from the results, keyed by the UUID
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dfs = make_dataframe(data)
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print dfs[uuids[0]].describe()
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Brick (HodDB)
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from xbos.services.hod import HodClientHTTP
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​
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hc = HodClientHTTP("http://ciee.cal-sdb.org")
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​
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q = """
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SELECT ?x ?uri WHERE {
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?x rdf:type/rdfs:subClassOf* brick:Temperature_Sensor .
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?x bf:uri ?uri .
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};
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"""
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print hc.do_query(q)
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#[{u'?uri': u'ciee/sensors/s.hamilton/00126d0700000060/i.temperature/signal/operative',
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# u'?x': u'hamilton_0060_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d070000005e/i.temperature/signal/operative',
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# u'?x': u'hamilton_005e_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d070000005d/i.temperature/signal/operative',
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# u'?x': u'hamilton_005d_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d070000005c/i.temperature/signal/operative',
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# u'?x': u'hamilton_005c_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d070000005b/i.temperature/signal/operative',
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# u'?x': u'hamilton_005b_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d070000005a/i.temperature/signal/operative',
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# u'?x': u'hamilton_005a_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d070000002e/i.temperature/signal/operative',
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# u'?x': u'hamilton_002e_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d070000002c/i.temperature/signal/operative',
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# u'?x': u'hamilton_002c_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d070000002b/i.temperature/signal/operative',
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# u'?x': u'hamilton_002b_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d070000002a/i.temperature/signal/operative',
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# u'?x': u'hamilton_002a_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d0700000029/i.temperature/signal/operative',
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# u'?x': u'hamilton_0029_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d0700000028/i.temperature/signal/operative',
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# u'?x': u'hamilton_0028_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d0700000027/i.temperature/signal/operative',
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# u'?x': u'hamilton_0027_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d0700000025/i.temperature/signal/operative',
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# u'?x': u'hamilton_0025_air_temp'},
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#{u'?uri': u'ciee/sensors/s.hamilton/00126d0700000022/i.temperature/signal/operative',
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# u'?x': u'hamilton_0022_air_temp'}]
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Archived Data with Brick Query
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from xbos import get_client
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from xbos.services.pundat import DataClient, timestamp, make_dataframe, merge_dfs
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from xbos.services.hod import HodClientHTTP
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from xbos.devices.thermostat import Thermostat
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​
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# get a bosswave client
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c = get_client() # defaults to $BW2_AGENT, $BW2_DEFAULT_ENTITY
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# get a HodDB client
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hod = HodClientHTTP("http://ciee.cal-sdb.org")
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# get an archiver client
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archiver = DataClient(c,archivers=["ucberkeley"])
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​
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# query for CIEE occupancy sensors
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q = """
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SELECT ?sensor ?uuid WHERE {
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?sensor rdf:type/rdfs:subClassOf* brick:Occupancy_Sensor .
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?sensor bf:uuid ?uuid .
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};
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"""
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res = hod.do_query(q)
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uuids = [r["?uuid"] for r in res]
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sensors = [r["?sensor"] for r in res]
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lookup = dict(zip(uuids, sensors))
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for uuid, sensorname in lookup.items():
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print uuid, '=>', sensorname
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start = '"2017-08-21 00:00:00 PST"'
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end = '"2017-07-20 00:00:00 PST"'
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# get 15min interval data
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dfs = make_dataframe(archiver.window_uuids(uuids, end, start, '15min', timeout=120))
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# resamples the merged dataframes to 10min mean buckets
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merged = merge_dfs(dfs, resample='10T', do_mean=True)
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merged.to_csv("data.csv")
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All Together
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from xbos import get_client
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from xbos.services.pundat import DataClient, timestamp, make_dataframe
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from xbos.services.hod import HodClientHTTP
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from xbos.devices.thermostat import Thermostat
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​
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# get a bosswave client
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c = get_client() # defaults to $BW2_AGENT, $BW2_DEFAULT_ENTITY
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# get a HodDB client
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hc = HodClientHTTP("http://ciee.cal-sdb.org")
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​
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# query for CIEE thermostats
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q = """
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SELECT ?tstat ?uri WHERE {
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?tstat rdf:type brick:Thermostat .
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?tstat bf:uri ?uri .
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};
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"""
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ciee_tstats = hc.do_query(q)
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​
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# instantiate some classes
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tstats = {}
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for info in ciee_tstats:
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tstats[info['?tstat']] = Thermostat(c, info['?uri'])
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​
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# print some settings
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for name, tstat in tstats.items():
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print name, 'has heat/cool', tstat.heating_setpoint, tstat.cooling_setpoint
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Last modified 1yr ago