summaryrefslogtreecommitdiff
path: root/grc/core/utils/complexity.py
diff options
context:
space:
mode:
Diffstat (limited to 'grc/core/utils/complexity.py')
-rw-r--r--grc/core/utils/complexity.py49
1 files changed, 49 insertions, 0 deletions
diff --git a/grc/core/utils/complexity.py b/grc/core/utils/complexity.py
new file mode 100644
index 0000000000..baa8040db4
--- /dev/null
+++ b/grc/core/utils/complexity.py
@@ -0,0 +1,49 @@
+
+def calculate_flowgraph_complexity(flowgraph):
+ """ Determines the complexity of a flowgraph """
+ dbal = 0
+ for block in flowgraph.blocks:
+ # Skip options block
+ if block.get_key() == 'options':
+ continue
+
+ # Don't worry about optional sinks?
+ sink_list = filter(lambda c: not c.get_optional(), block.get_sinks())
+ source_list = filter(lambda c: not c.get_optional(), block.get_sources())
+ sinks = float(len(sink_list))
+ sources = float(len(source_list))
+ base = max(min(sinks, sources), 1)
+
+ # Port ratio multiplier
+ if min(sinks, sources) > 0:
+ multi = sinks / sources
+ multi = (1 / multi) if multi > 1 else multi
+ else:
+ multi = 1
+
+ # Connection ratio multiplier
+ sink_multi = max(float(sum(map(lambda c: len(c.get_connections()), sink_list)) / max(sinks, 1.0)), 1.0)
+ source_multi = max(float(sum(map(lambda c: len(c.get_connections()), source_list)) / max(sources, 1.0)), 1.0)
+ dbal = dbal + (base * multi * sink_multi * source_multi)
+
+ blocks = float(len(flowgraph.blocks))
+ connections = float(len(flowgraph.connections))
+ elements = blocks + connections
+ disabled_connections = len(filter(lambda c: not c.get_enabled(), flowgraph.connections))
+ variables = elements - blocks - connections
+ enabled = float(len(flowgraph.get_enabled_blocks()))
+
+ # Disabled multiplier
+ if enabled > 0:
+ disabled_multi = 1 / (max(1 - ((blocks - enabled) / max(blocks, 1)), 0.05))
+ else:
+ disabled_multi = 1
+
+ # Connection multiplier (How many connections )
+ if (connections - disabled_connections) > 0:
+ conn_multi = 1 / (max(1 - (disabled_connections / max(connections, 1)), 0.05))
+ else:
+ conn_multi = 1
+
+ final = round(max((dbal - 1) * disabled_multi * conn_multi * connections, 0.0) / 1000000, 6)
+ return final