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bandage_graph.py
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"""
Classes for drawing the GFA as a graph
"""
# Standard imports
import math
from PyQt5.QtWidgets import QGraphicsScene, QGraphicsItem
from PyQt5.QtCore import QPointF, QLineF, QSize, QRect, Qt
from PyQt5.QtGui import QPainterPath, QPainter, QColor, QPainterPathStroker, QPen, QBrush
from PyQt5.QtSvg import QSvgGenerator
# OGDF
from ogdf_python import *
cppinclude("ogdf/energybased/FMMMLayout.h")
# # Package imports
# from graph_plotter import *
selectionThickness = 1.0
# averageNodeWidth = FloatSetting(5.0, 0.5, 1000.0);
averageNodeWidth = 5.0
# edgeWidth = FloatSetting(1.5, 0.1, 100);
edgeWidth = 1.5
edgeColor = QColor(0,0,0,180)
def getLengthFromCigar(cigar):
return 0 # TODO. not sure we need CIGAR?
def getOppositeNodeName(nodeName):
lastChar = nodeName[-1]
if lastChar == "-":
return nodeName[:-1] + "+"
else: return nodeName[:-1] + "-"
def reverseComplement(sequence):
if sequence == "*": return sequence
sequence = sequence.upper()
rev = sequence[::-1]
newseq = ""
for i in range(len(rev)):
if rev[i] == "A":
newseq += "T"
elif rev[i] == "T":
newseq += "A"
elif rev[i] == "C":
newseq += "C"
elif rev[i] == "G":
newseq += "G"
else: newseq += "N"
return newseq
class OgdfNode:
def __init__(self):
self.m_ogdfNodes = []
def addOgdfNode(self, ogdf_node):
self.m_ogdfNodes.append(ogdf_node)
def GetLast(self):
if len(self.m_ogdfNodes) == 0:
return 0
else:
return self.m_ogdfNodes[-1]
def GetFirst(self):
if len(self.m_ogdfNodes) == 0:
return 0
else:
return self.m_ogdfNodes[0]
class PGEdge:
def __init__(self, node1, node2):
self.startingNode = node1
self.endingNode = node2
self.reverse_complement = None
self.overlap = None
self.overlap_type = None
self.m_drawn = False
self.m_graphics_item_edge = 0
def isDrawn(self):
return self.m_drawn
def DetermineIfDrawn(self):
self.m_drawn = self.EdgeIsVisible()
def EdgeIsVisible(self):
drawEdge = (self.startingNode.isDrawn() or \
self.startingNode.getReverseComplement().isDrawn()) and \
(self.endingNode.isDrawn() or self.endingNode.getReverseComplement().isDrawn())
if not drawEdge:
return False
return self.isPositiveEdge()
def isPositiveEdge(self):
if self.startingNode.isPositiveNode() and \
self.endingNode.isPositiveNode():
return True
if (not self.startingNode.isPositiveNode()) and \
(not self.endingNode.isPositiveNode()):
return False
if self == self.getReverseComplement():
return True
# otherwise choose one arbitrarily
return self.startingNode.nodeName > \
self.getReverseComplement().startingNode.nodeName
def getStartingNode(self):
return self.startingNode
def getEndingNode(self):
return self.endingNode
def setReverseComplement(self, rcnode):
self.reverse_complement = rcnode
def getReverseComplement(self):
return self.reverse_complement
def setOverlap(self, overlap):
self.overlap = overlap
def setOverlapType(self, otype):
self.overlap_type = otype
def SetGraphicsItemEdge(self, graphics_item_edge):
self.m_graphics_item_edge = graphics_item_edge
def GetGraphicsItemEdge(self):
return self.m_graphics_item_edge
class PGNode:
def __init__(self, nodeName, sequence, seqlen, settings):
self.nodeName = nodeName
self.nodeSequence = sequence
self.nodeLength = seqlen
self.m_settings = settings
self.reverse_complement_node = None
self.edges = []
self.m_ogdfNode = 0
self.m_drawn = False
self.m_graphics_item_node = 0
def GetOgdfNode(self):
return self.m_ogdfNode
def GetLength(self):
return self.nodeLength
def inOgdf(self):
return self.m_ogdfNode != 0
def thisOrReverseComplementInOgdf(self):
return self.inOgdf() or self.getReverseComplement().inOgdf()
def setReverseComplement(self, node):
self.reverse_complement_node = node
def getReverseComplement(self):
return self.reverse_complement_node
def getEdges(self):
return self.edges
def addEdge(self, edge):
self.edges.append(edge)
def GetDrawnNodeLength(self):
if self.m_settings["DEBUG_SMALL_GRAPHS"]:
drawnNodeLength = self.GetLength() # use raw length
else:
drawnNodeLength = self.m_settings["NODELENPERMB"] * \
self.GetLength()/1000000
if drawnNodeLength < self.m_settings["MINNODELENGTH"]:
return self.m_settings["MINNODELENGTH"]
else:
return drawnNodeLength
def GetNumOgdfGraphEdges(self, drawnNodeLength):
numGraphEdges = math.ceil(drawnNodeLength/self.m_settings["NODESEGLEN"])
if numGraphEdges <= 0:
return 1
else: return numGraphEdges
def isPositiveNode(self):
return self.nodeName.endswith("+")
def setAsDrawn(self):
self.m_drawn = True
def isDrawn(self):
return self.m_drawn
def SetOgdfNode(self, ogdf_node):
self.m_ogdfNode = ogdf_node
def SetGraphicsItemNode(self, graphics_item_node):
self.m_graphics_item_node = graphics_item_node
def GetGraphicsItemNode(self):
return self.m_graphics_item_node
def hasGraphicsItem(self):
return self.m_graphics_item_node != 0
class PGGraph:
def __init__(self, gfadata, settings):
self.gfadata = gfadata
self.m_settings = settings
self.pgnodes = {} # nodename->node
self.pgedges = {} # (node1, node2)->edge
self.load_success, self.load_msg = self.LoadGraphFromGFA()
self.m_ogdfGraph = ogdf.Graph()
self.m_edgeArray = ogdf.EdgeArray["double"](self.m_ogdfGraph)
self.m_graphAttributes = ogdf.GraphAttributes(self.m_ogdfGraph, \
ogdf.GraphAttributes.all)
def createEdge(self, node1name, node2name, overlap, overlapType):
node1Opposite = getOppositeNodeName(node1name)
node2Opposite = getOppositeNodeName(node2name)
# Quit if any of these nodes don't exist
for name in [node1name, node2name, node1Opposite, node2Opposite]:
if name not in self.pgnodes:
return
# Quit if the edge already exists
node1 = self.pgnodes[node1name]
node2 = self.pgnodes[node2name]
negNode1 = self.pgnodes[node1Opposite]
negNode2 = self.pgnodes[node2Opposite]
edges = node1.getEdges()
for i in range(len(edges)):
if edges[i].getStartingNode() == node1 and \
edges[i].getEndingNode() == node2:
return
isOwnPair = (node1 == negNode2 and node2 == negNode1)
forwardEdge = PGEdge(node1, node2)
if isOwnPair:
backwardEdge = forwardEdge
else:
backwardEdge = PGEdge(negNode2, negNode1)
forwardEdge.setReverseComplement(backwardEdge)
backwardEdge.setReverseComplement(forwardEdge)
forwardEdge.setOverlap(overlap)
backwardEdge.setOverlap(overlap)
forwardEdge.setOverlapType(overlapType)
backwardEdge.setOverlapType(overlapType)
self.pgedges[(forwardEdge.getStartingNode(), forwardEdge.getEndingNode())] = forwardEdge
if not isOwnPair:
self.pgedges[(backwardEdge.getStartingNode(), backwardEdge.getEndingNode())] = backwardEdge
node1.addEdge(forwardEdge)
node2.addEdge(forwardEdge)
negNode1.addEdge(backwardEdge)
negNode2.addEdge(backwardEdge)
def makeReverseComplementNodeIfNecessary(self, node):
reverseComplementName = getOppositeNodeName(node.nodeName)
if reverseComplementName in self.pgnodes:
return # no need to add
reverseComplementNode = PGNode(reverseComplementName, reverseComplement(node.nodeSequence), \
node.nodeLength, self.m_settings)
self.pgnodes[reverseComplementName] = reverseComplementNode
def pointEachNodeToItsReverseComplement(self):
for node in self.pgnodes:
if node[-1] == "+":
positiveNode = self.pgnodes[node]
negativeNode = self.pgnodes[getOppositeNodeName(node)]
positiveNode.setReverseComplement(negativeNode)
negativeNode.setReverseComplement(positiveNode)
def LoadGraphFromGFA(self):
"""
Based on https://github.com/rrwick/Bandage/blob/main/graph/assemblygraph.cpp#L564
"""
# Initialize start/end nodes of edges
edgeStartingNodeNames = []
edgeEndingNodeNames = []
edgeOverlaps = []
gfafile = open(self.gfadata, "r")
for line in gfafile:
if type(line)==str:
lineParts = line.strip().split("\t")
else:
lineParts = line.decode('utf8').strip().split("\t")
# Lines that begin with "H" are header
# We skip them for now. In future could parse
# options from the header
if lineParts[0] == "H":
pass
# Lines beginning with "S" are sequence (node) lines.
if lineParts[0] == "S":
if len(lineParts) < 3:
return False, "ERROR: malformatted 'S' line: %s"%line
nodeName = lineParts[1]
sequence = lineParts[2]
# Parse tags
seqlen = len(sequence)
for i in range(3, len(lineParts)):
tag = lineParts[i].split(":")[0]
valString = lineParts[i].split(":")[2]
if tag == "LN":
ln = int(valString)
if sequence in ["*", ""]:
seqlen = ln
# Check node orientation
# If not given, assume "+"
lastChar = nodeName[-1]
if lastChar not in ["+", "-"]:
nodeName += "+"
# Add to list of nodes
self.pgnodes[nodeName] = PGNode(nodeName, sequence, seqlen, self.m_settings)
# Lines beginning with "L" are link (edge) lines
"""
Edges aren't made now, in case their sequence hasn't yet been specified.
Instead, we save the starting and ending nodes and make the edges after
we're done looking at the file.
"""
if lineParts[0] == "L":
if len(lineParts) < 6:
return False, "ERROR: malformated 'L' line: %s"%line
# Parts 1 and 3 hold the node names and parts 2 and 4 hold the corresponding +/-
startingNode = lineParts[1] + lineParts[2]
endingNode = lineParts[3] + lineParts[4]
edgeStartingNodeNames.append(startingNode)
edgeEndingNodeNames.append(endingNode)
# Part 5 has CIGAR for overlap
cigar = lineParts[5]
if cigar == "*":
edgeOverlaps.append(0)
else:
edgeOverlaps.append(getLengthFromCigar(cigar))
# Pair up reverse complements, creating them if necessary
existing_nodes = list(self.pgnodes.keys())
for key in existing_nodes:
self.makeReverseComplementNodeIfNecessary(self.pgnodes[key])
self.pointEachNodeToItsReverseComplement()
# Create all of the edges
for i in range(len(edgeStartingNodeNames)):
self.createEdge(edgeStartingNodeNames[i], \
edgeEndingNodeNames[i], \
edgeOverlaps[i], self.m_settings["EXACT_OVERLAP"])
if len(self.pgnodes.keys()) == 0:
return False, "ERROR: No nodes in graph"
return True, "Success"
def BuildOGDFGraph(self):
# Determine which nodes to draw and add them to the graph
for nodename in self.pgnodes.keys():
if self.pgnodes[nodename].isPositiveNode():
self.pgnodes[nodename].setAsDrawn()
# Add nodes to the graph
for nodename in self.pgnodes.keys():
if self.pgnodes[nodename].isDrawn() and \
not self.pgnodes[nodename].thisOrReverseComplementInOgdf():
self.AddNodeToOGDFGraph(nodename)
# Add edges to the graph
for edge in self.pgedges.values():
edge.DetermineIfDrawn()
if edge.isDrawn():
self.AddEdgeToOGDFGraph(edge)
def AddEdgeToOGDFGraph(self, edge):
# Get first Ogdf node
firstEdgeOgdfNode = 0
if edge.startingNode.inOgdf():
firstEdgeOgdfNode = edge.startingNode.GetOgdfNode().GetLast()
elif edge.startingNode.getReverseComplement().inOgdf():
firstEdgeOgdfNode = edge.startingNode.getReverseComplement().GetOgdfNode().GetFirst()
else:
return # Starting node or its reverse complement isn't in OGDF
# Get second Ogdf node
secondEdgeOgdfNode = 0
if edge.endingNode.inOgdf():
secondEdgeOgdfNode = edge.endingNode.GetOgdfNode().GetFirst()
elif edge.endingNode.getReverseComplement().inOgdf():
secondEdgeOgdfNode = edge.endingNode.getReverseComplement().GetOgdfNode().GetLast()
else:
return # Ending node or its reverse complement isn't in OGDF
# Skip if edge connects a single-segment node to itself
drawnLength = edge.startingNode.GetDrawnNodeLength()
if (edge.startingNode == edge.endingNode) and \
(edge.startingNode.GetNumOgdfGraphEdges(drawnLength)==1):
return
# If we made it here, add the edge
newEdge = self.m_ogdfGraph.newEdge(firstEdgeOgdfNode, secondEdgeOgdfNode)
self.m_edgeArray[newEdge] = self.m_settings["EDGELEN"]
def AddNodeToOGDFGraph(self, nodename):
node = self.pgnodes[nodename]
# Check if we need to draw
if node.thisOrReverseComplementInOgdf(): return
# Create a new OgdfNode node
m_ogdfNode = OgdfNode()
# Each GFA node will correspond to multiple OGDF nodes
# This allows drawing nodes as lines whose lengths
# correspond to sequence length
drawnNodeLength = node.GetDrawnNodeLength()
numberOfGraphEdges = node.GetNumOgdfGraphEdges(drawnNodeLength)
numberOfGraphNodes = numberOfGraphEdges + 1
drawnLengthPerEdge = drawnNodeLength / numberOfGraphEdges
newNode = 0
previousNode = 0
for i in range(numberOfGraphNodes):
newNode = self.m_ogdfGraph.newNode()
m_ogdfNode.addOgdfNode(newNode)
if i > 0:
newEdge = self.m_ogdfGraph.newEdge(previousNode, newNode)
self.m_edgeArray[newEdge] = drawnLengthPerEdge
previousNode = newNode
# Set OgdfNode for the node object
node.SetOgdfNode(m_ogdfNode)
def LayoutGraph(self):
# TODO may set additional options see
# https://github.com/rrwick/Bandage/blob/main/program/graphlayoutworker.cpp#L34
fmmm = ogdf.FMMMLayout()
fmmm.call(self.m_graphAttributes, self.m_edgeArray)
#### For debugging - show how to access the node coordinates ####
# for node in self.pgnodes.values():
# # if node.isDrawn():
# print(node.nodeName)
# print(node.GetOgdfNode())
# # if node.inOgdf():
# for ogdf_node in node.GetOgdfNode().m_ogdfNodes:
# print("%s, %s"%(self.m_graphAttributes.x(ogdf_node), \
# self.m_graphAttributes.y(ogdf_node)))
# print("hi")
def AddGraphicsItemsToScene(self, scene):
for nodename in self.pgnodes.keys():
node = self.pgnodes[nodename]
if node.isDrawn():
graphicsItemNode = GraphicsItemNode(node, self.m_graphAttributes)
node.SetGraphicsItemNode(graphicsItemNode)
#TODO double check setflag(), don't think we need it
for edgelist in self.pgedges.keys():
edge = self.pgedges[edgelist]
if edge.isDrawn():
graphicsItemEdge = GraphicsItemEdge(edge, self.m_settings)
edge.SetGraphicsItemEdge(graphicsItemEdge)
#TODO double check setflag(), don't think we need it
scene.addItem(graphicsItemEdge)
for nodename in self.pgnodes.keys():
node = self.pgnodes[nodename]
if node.hasGraphicsItem():
scene.addItem(node.GetGraphicsItemNode())
class GraphicsItemNode(QGraphicsItem):
def __init__(self, node, m_graphAttributes, parent = None):
super().__init__(parent)
self.m_node = node
self.m_linePoints = []
self.m_path = None
self.m_width = averageNodeWidth
ogdfNode = self.m_node.GetOgdfNode()
if ogdfNode != 0:
m_ogdfnodes = ogdfNode.m_ogdfNodes
for i in range(0, len(m_ogdfnodes)):
xypoint = QPointF(m_graphAttributes.x(m_ogdfnodes[i]), m_graphAttributes.y(m_ogdfnodes[i]))
self.m_linePoints.append(xypoint)
else:
m_ogdfnodes = self.node.getReverseComplement().GetOgdfNode().m_ogdfNodes
for i in range(0, len(m_ogdfnodes)):
xypoint = QPointF(m_graphAttributes.x(m_ogdfnodes[i]), m_graphAttributes.y(m_ogdfnodes[i]))
self.m_linePoints.append(xypoint)
self.RemakePath()
def RemakePath(self):
path = QPainterPath()
if self.m_linePoints:
path.moveTo(self.m_linePoints[0])
for xypoints in self.m_linePoints[1:]:
path.lineTo(xypoints)
self.m_path = path
def GetLast(self):
return self.m_linePoints[-1]
def GetSecondLast(self):
return self.m_linePoints[-2]
def GetFirst(self):
return self.m_linePoints[0]
def GetSecond(self):
return self.m_linePoints[1]
# if we do not consider depth, we probably do not need to use this
# def GetNodeWidth(self, depthRelativeToMeanDrawnDepth, depthPower, depthEffectOnWidth, averageNodeWidth):
# if (depthRelativeToMeanDrawnDepth < 0.0):
# depthRelativeToMeanDrawnDepth = 0.0
# widthRelativeToAverage = (pow(depthRelativeToMeanDrawnDepth, depthPower) - 1.0) * depthEffectOnWidth + 1.0
# return averageNodeWidth * widthRelativeToAverage
# def setWidth(self):
# m_width = self.GetNodeWidth()
def shape(self):
stroker = QPainterPathStroker()
stroker.setWidth(self.m_width)
stroker.setCapStyle(Qt.FlatCap)
stroker.setJoinStyle(Qt.RoundJoin)
mainNodePath = stroker.createStroke(self.m_path)
return mainNodePath
def boundingRect(self):
extraSize = selectionThickness / 2.0
bound = self.shape().boundingRect()
bound.setTop(bound.top() - extraSize)
bound.setBottom(bound.bottom() + extraSize)
bound.setLeft(bound.left() - extraSize)
bound.setRight(bound.right() + extraSize)
return bound
class GraphicsItemEdge(QGraphicsItem):
def __init__(self, edge, settings, parent = None):
super().__init__(parent)
self.m_edge = edge
self.m_settings = settings
self.m_startingLocation = None
self.m_beforeStartingLocation = None
self.m_endingLocation = None
self.m_afterEndingLocation = None
self.m_controlPoint1 = None
self.m_controlPoint2 = None
self.m_path = None
self.CalculateAndSetPath()
def extendLine(self, start: QPointF, end: QPointF, extensionLength: float):
extensionRatio = extensionLength / QLineF(start, end).length()
difference = end - start
difference *= extensionRatio
return end + difference
def CalculateAndSetPath(self):
self.SetControlPointLocations()
edgeDistance = QLineF(self.m_startingLocation, self.m_endingLocation).length()
extensionLength = self.m_settings["EDGELEN"]
if (extensionLength > edgeDistance / 2.0):
extensionLength = edgeDistance / 2.0
self.m_controlPoint1 = self.extendLine(self.m_beforeStartingLocation, self.m_startingLocation, extensionLength)
self.m_controlPoint2 = self.extendLine(self.m_afterEndingLocation, self.m_endingLocation, extensionLength)
#TODO edge is connecting a node to itself
#TODO single mode & edge connects a node to its reverse complement
path = QPainterPath()
path.moveTo(self.m_startingLocation)
path.cubicTo(self.m_controlPoint1, self.m_controlPoint2, self.m_endingLocation)
self.m_path = path
def SetControlPointLocations(self):
startingNode = self.m_edge.getStartingNode()
endingNode = self.m_edge.getEndingNode()
if startingNode.hasGraphicsItem():
self.m_startingLocation = startingNode.GetGraphicsItemNode().GetLast()
self.m_beforeStartingLocation = startingNode.GetGraphicsItemNode().GetSecondLast()
elif startingNode.getReverseComplement().hasGraphicsItem():
self.m_startingLocation = startingNode.getReverseComplement().GetGraphicsItemNode().GetFirst()
self.m_beforeStartingLocation = startingNode.getReverseComplement().GetGraphicsItemNode().GetSecond()
if endingNode.hasGraphicsItem():
self.m_endingLocation = endingNode.GetGraphicsItemNode().GetFirst()
self.m_afterEndingLocation = endingNode.GetGraphicsItemNode().GetSecond()
elif endingNode.getReverseComplement().hasGraphicsItem():
self.m_endingLocation = endingNode.getReverseComplement().GetGraphicsItemNode().GetLast()
self.m_afterEndingLocation = endingNode.getReverseComplement().GetGraphicsItemNode().GetSecondLast()
def shape(self):
stroker = QPainterPathStroker()
stroker.setWidth(edgeWidth)
stroker.setCapStyle(Qt.RoundCap)
stroker.setJoinStyle(Qt.RoundJoin)
mainEdgePath = stroker.createStroke(self.m_path)
return mainEdgePath
# for node in testpg.pgnodes.values():
# if node.isDrawn():
# print(node.nodeName)
# print(node.GetOgdfNode())
# if node.inOgdf():
# for ogdf_node in node.GetOgdfNode().m_ogdfNodes:
# print("%s, %s"%(testpg.m_graphAttributes.x(ogdf_node), \
# testpg.m_graphAttributes.y(ogdf_node)))