diff options
Diffstat (limited to 'grc/core/utils/flow_graph_complexity.py')
-rw-r--r-- | grc/core/utils/flow_graph_complexity.py | 54 |
1 files changed, 54 insertions, 0 deletions
diff --git a/grc/core/utils/flow_graph_complexity.py b/grc/core/utils/flow_graph_complexity.py new file mode 100644 index 0000000000..e8962b0ae3 --- /dev/null +++ b/grc/core/utils/flow_graph_complexity.py @@ -0,0 +1,54 @@ + +def calculate(flowgraph): + """ Determines the complexity of a flowgraph """ + + try: + dbal = 0.0 + for block in flowgraph.blocks: + if block.key == "options": + continue + + # Determine the base value for this block + sinks = sum(1.0 for port in block.sinks if not port.optional) + sources = sum(1.0 for port in block.sources if not port.optional) + base = max(min(sinks, sources), 1) + + # Determine the port multiplier + block_connections = 0.0 + for port in block.sources: + block_connections += sum(1.0 for c in port.connections()) + source_multi = max(block_connections / max(sources, 1.0), 1.0) + + # Port ratio multiplier + multi = 1.0 + if min(sinks, sources) > 0: + multi = float(sinks / sources) + multi = float(1 / multi) if multi > 1 else multi + + dbal += base * multi * source_multi + + blocks = float(len(flowgraph.blocks) - 1) + connections = float(len(flowgraph.connections)) + variables = float(len(flowgraph.get_variables())) + + enabled = float(len(flowgraph.get_enabled_blocks())) + enabled_connections = float(len(flowgraph.get_enabled_connections())) + disabled_connections = connections - enabled_connections + + # 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 + + except Exception: + return "<Error>" |