Examples of using API

How to assign/retrieve the value to/from an property

Suppose we have a camera alert alert with some base properties, for example, its G value and R value, if want to compute the derived property GMinusR which belongs to CA context, we can do:

from antares.model.alert import CameraAlert

def computeGMinusR( alert ):
    """'alert' is a camera alert """
    alert.CA.GMinusR.value = alert.CA.G.value - alert.CA.R.value
    alert.CA.GMinusR.confidence = 1.0
    alert.CA.GMinusR.annotation = "High confidence because we don't know"
    alert.CA.GMinusR.description = "G value minus R value"

If alert does not have CA context or property GMinusR is not valid under CA context, PropertyError exception will be raised.

Diverting an alert

If we want to divert a camera alert alert based on the size of property SizeOfLightCurve under LA context, we can do:

if len( alert.LA.SizeOfLightCurve ) > MAX_LIGHT_CURVE_SIZE:
    alert.divert( "Light curve is too big" )

Creating an alert replica

If we want to create a replica of a camera alert alert without associating an astro object, we can do:

alert.createReplica()

To associate an astro object astro when creating a replica, we do:

alert.createReplica( astroobj=astro )

Creating a combo based on the value of property RedShift

We can create combos for a camera alert alert based on the value of property RedShift which belongs to AR context:

def CreateComboOnRedshift( alert ):
  """
  Create combos based on property redshift. 'alert' is a camera alert.
  """
  if alert.Type != CAMERA_ALERT:
      return

  ## combo forking
  replica_set1 = []
  replica_set2 = []
  for replica in alert.replicas:
      ## group replicas with lower redshift value together
      if replica.AR.RedShift < 0.5:
          replica_set1.append( replica )
      else:
          replica_set2.append( replica )

  if len(replica_set1) > 0:
      alert.CA.createCombo( replica_set1 )
  if len(replica_set2) > 0:
      alert.CA.createCombo( replica_set2 )

Assemble a light curve

If we want to assemble a light curve of a camera alert alert, we can do:

lightcurve = alert.LA.assembleTimeSeries_cameraAlerts( "CA", "Magnitude" )

Different ways of iterating property values

Iterating property values of alert replicas of a camera alert

>>> import numpy as np
>>> values = alert.CA.assembleVector( 'AR', 'Redshift' )
>>> for val in np.nditer( values ):
>>>     print( val )

Here, alert is a camera alert. The second line of code returns a numpy array of all the values of property Redshift under AR context of replicas of alert.

Iterating property values of alert replicas of an alert combo

>>> import numpy as np
>>> values = combo.CB.assembleVector( 'AR', 'Redshift' )
>>> for val in np.nditer( values ):
>>>     print( val )

Here, combo is an alert combo. The second line of code returns a numpy array of all the values of property Redshift under AR context of replicas that belongs to combo.

Iterating a time series of all past values an property

>>> for item in alert.CA.GMinusR.time_series.iteritems():
>>>     print( item.index, item.value )

Here, alert is a camera alert. alert.CA.GMinusR.time_series is a Pandas time series, so item.index is a timestamp and item.value is the actual value of GMinusR.