GraphData¶
GraphData encapsulates input data for the DIRAC Graphs plots
The DIRAC Graphs package is derived from the GraphTool plotting package of the CMS/Phedex Project by … <to be added>
- class DIRAC.Core.Utilities.Graphs.GraphData.GraphData(data={})¶
Bases:
object
- __init__(data={})¶
- expandKeys()¶
- getLabels()¶
Get the graph labels together with the numeric values used for the label sorting
- getNumberOfKeys()¶
- getNumberOfLabels()¶
- getPlotNumData(label=None, zipFlag=True)¶
Get the plot data in a numeric form
- getStatString(unit=None)¶
Get a string summarizing the graph data statistics
- getStats()¶
Get statistics of the graph data
- getStringMap()¶
Get string to number mapping for numeric type keys
- initialize(key_type=None)¶
- isEmpty()¶
Check if there is no data inserted
- isSimplePlot()¶
- makeCumulativeGraph()¶
Prepare data for the cumulative graph
- makeNumKeys()¶
Make numerical representation of the graph keys suitable for plotting
- setData(data)¶
Add data to the GraphData object
- sortKeys()¶
Sort the graph keys in a natural order
- sortLabels(sort_type='max_value', reverse_order=False)¶
Sort labels with a specified method: alpha - alphabetic order max_value - by max value of the subplot sum - by the sum of values of the subplot last_value - by the last value in the subplot avg_nozeros - by an average that excludes all zero values
- truncateLabels(limit=10)¶
Truncate the number of labels to the limit, leave the most important ones, accumulate the rest in the ‘Others’ label
- class DIRAC.Core.Utilities.Graphs.GraphData.PlotData(data, single=True, key_type=None)¶
Bases:
object
PlotData class is a container for a one dimensional plot data
- __init__(data, single=True, key_type=None)¶
- expandKeys(all_keys)¶
Fill zero values into the missing keys
- getKeys()¶
- getMaxValue()¶
- getMinValue()¶
- getNumKeys()¶
- getPlotData()¶
- getPlotDataForKeys(keys)¶
- getPlotDataForNumKeys(num_keys, zeroes=False)¶
- getPlotErrors()¶
- getPlotNumData()¶
- getValues()¶
- initialize()¶
- makeCumulativePlot()¶
- parseData(key_type=None)¶
Parse all the data values passed to the graph. For this super class, basically does nothing except loop through all the data. A sub-class should override the parseDatum and parse_pivot functions rather than this one.
- parseDatum(data)¶
Parse the specific data value; this is the identity.
- parseKey(key)¶
Parse the name of the pivot; this is the identity function.
- sortKeys(sort_type='alpha')¶
Sort keys according to the specified method : alpha - sort in alphabetic order weight - sort in the order of values
- DIRAC.Core.Utilities.Graphs.GraphData.get_key_type(keys)¶
A utility function to guess the type of the plot keys