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a2p_solversystem.py
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a2p_solversystem.py
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#***************************************************************************
#* *
#* Copyright (c) 2018 kbwbe *
#* *
#* This program is free software; you can redistribute it and/or modify *
#* it under the terms of the GNU Lesser General Public License (LGPL) *
#* as published by the Free Software Foundation; either version 2 of *
#* the License, or (at your option) any later version. *
#* for detail see the LICENCE text file. *
#* *
#* This program is distributed in the hope that it will be useful, *
#* but WITHOUT ANY WARRANTY; without even the implied warranty of *
#* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the *
#* GNU Library General Public License for more details. *
#* *
#* You should have received a copy of the GNU Library General Public *
#* License along with this program; if not, write to the Free Software *
#* Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 *
#* USA *
#* *
#***************************************************************************
import FreeCAD, FreeCADGui
from PySide import QtGui
import a2plib
from a2plib import (
path_a2p,
Msg,
DebugMsg,
A2P_DEBUG_LEVEL,
A2P_DEBUG_1,
PARTIAL_SOLVE_STAGE1,
)
from a2p_dependencies import Dependency
from a2p_rigid import Rigid
import os
SOLVER_MAXSTEPS = 50000
# SOLVER_CONTROLDATA has been replaced by SolverSystem.getSolverControlData()
#SOLVER_CONTROLDATA = {
# #Index:(posAccuracy,spinAccuracy,completeSolvingRequired)
# 1:(0.1,0.1,True),
# 2:(0.01,0.01,True),
# 3:(0.001,0.001,True),
# 4:(0.0001,0.0001,False),
# 5:(0.00001,0.00001,False)
# }
SOLVER_POS_ACCURACY = 1.0e-1 # gets to smaller values during solving
SOLVER_SPIN_ACCURACY = 1.0e-1 # gets to smaller values during solving
SOLVER_STEPS_CONVERGENCY_CHECK = 150 #200
SOLVER_CONVERGENCY_FACTOR = 0.99
SOLVER_CONVERGENCY_ERROR_INIT_VALUE = 1.0e+20
#------------------------------------------------------------------------------
class SolverSystem():
'''
class Solversystem():
A new iterative solver, inspired by physics.
Using "attraction" of parts by constraints
'''
def __init__(self):
self.doc = None
self.stepCount = 0
self.rigids = [] # list of rigid bodies
self.constraints = []
self.objectNames = []
self.mySOLVER_SPIN_ACCURACY = SOLVER_SPIN_ACCURACY
self.mySOLVER_POS_ACCURACY = SOLVER_POS_ACCURACY
self.lastPositionError = SOLVER_CONVERGENCY_ERROR_INIT_VALUE
self.lastAxisError = SOLVER_CONVERGENCY_ERROR_INIT_VALUE
self.convergencyCounter = 0
self.status = "created"
self.partialSolverCurrentStage = 0
self.currentstage = 0
self.solvedCounter = 0
self.maxPosError = 0.0
self.maxAxisError = 0.0
self.maxSingleAxisError = 0.0
self.unmovedParts = []
def clear(self):
for r in self.rigids:
r.clear()
self.stepCount = 0
self.rigids = []
self.constraints = []
self.objectNames = []
self.partialSolverCurrentStage = PARTIAL_SOLVE_STAGE1
def getSolverControlData(self):
if a2plib.SIMULATION_STATE:
# do less accurate solving for simulations...
solverControlData = {
#Index:(posAccuracy,spinAccuracy,completeSolvingRequired)
1:(0.1,0.1,True)
}
else:
solverControlData = {
#Index:(posAccuracy,spinAccuracy,completeSolvingRequired)
1:(0.1,0.1,True),
2:(0.01,0.01,True),
3:(0.001,0.001,False),
4:(0.0001,0.0001,False),
5:(0.00001,0.00001,False)
}
return solverControlData
def getRigid(self,objectName):
'''get a Rigid by objectName'''
rigs = [r for r in self.rigids if r.objectName == objectName]
if len(rigs) > 0: return rigs[0]
return None
def loadSystem(self,doc, matelist=None):
self.clear()
self.doc = doc
self.status = "loading"
#
self.convergencyCounter = 0
self.lastPositionError = SOLVER_CONVERGENCY_ERROR_INIT_VALUE
self.lastAxisError = SOLVER_CONVERGENCY_ERROR_INIT_VALUE
#
self.constraints = []
constraints =[] #temporary list
if matelist != None: #Transfer matelist to the temp list
for obj in matelist:
if 'ConstraintInfo' in obj.Content:
constraints.append(obj)
else:
# if there is not a list of my mates get the list from the doc
constraints = [ obj for obj in doc.Objects if 'ConstraintInfo' in obj.Content]
#check for Suppressed mates here and transfer mates to self.constraints
for obj in constraints:
if hasattr(obj,'Suppressed'):
#if the mate is suppressed do not add it
if obj.Suppressed == False:
self.constraints.append(obj)
#
# Extract all the objectnames which are affected by constraints..
self.objectNames = []
for c in self.constraints:
for attr in ['Object1','Object2']:
objectName = getattr(c, attr, None)
if objectName != None and not objectName in self.objectNames:
self.objectNames.append( objectName )
#
# create a Rigid() dataStructure for each of these objectnames...
for o in self.objectNames:
ob1 = doc.getObject(o)
if hasattr(ob1, "fixedPosition"):
fx = ob1.fixedPosition
else:
fx = False
rig = Rigid(
o,
ob1.Label,
fx,
ob1.Placement
)
rig.spinCenter = ob1.Shape.BoundBox.Center
self.rigids.append(rig)
#
#link constraints to rigids using dependencies
deleteList = [] # a list to collect broken constraints
for c in self.constraints:
rigid1 = self.getRigid(c.Object1)
rigid2 = self.getRigid(c.Object2)
#create and update list of constrained rigids
if rigid2 != None and not rigid2 in rigid1.linkedRigids: rigid1.linkedRigids.append(rigid2);
if rigid1 != None and not rigid1 in rigid2.linkedRigids: rigid2.linkedRigids.append(rigid1);
try:
Dependency.Create(doc, c, self, rigid1, rigid2)
except:
self.status = "loadingDependencyError"
deleteList.append(c)
for rig in self.rigids:
rig.hierarchyLinkedRigids.extend(rig.linkedRigids)
if len(deleteList) > 0:
msg = "The following constraints are broken:\n"
for c in deleteList:
msg += "{}\n".format(c.Label)
msg += "Do you want to delete them ?"
flags = QtGui.QMessageBox.StandardButton.Yes | QtGui.QMessageBox.StandardButton.No
response = QtGui.QMessageBox.critical(
QtGui.QApplication.activeWindow(),
"Delete broken constraints?",
msg,
flags
)
if response == QtGui.QMessageBox.Yes:
for c in deleteList:
a2plib.removeConstraint(c)
if self.status == "loadingDependencyError":
return
for rig in self.rigids:
rig.calcSpinCenter()
rig.calcRefPointsBoundBoxSize()
self.retrieveDOFInfo() #function only once used here at this place in whole program
self.status = "loaded"
def DOF_info_to_console(self):
doc = FreeCAD.activeDocument()
dofGroup = doc.getObject("dofLabels")
if dofGroup is None:
dofGroup=doc.addObject("App::DocumentObjectGroup", "dofLabels")
else:
for lbl in dofGroup.Group:
doc.removeObject(lbl.Name)
doc.removeObject("dofLabels")
dofGroup=doc.addObject("App::DocumentObjectGroup", "dofLabels")
self.loadSystem( doc )
#look for unconstrained objects and label them
solverObjectNames = []
for rig in self.rigids:
solverObjectNames.append(rig.objectName)
shapeObs = a2plib.filterShapeObs(doc.Objects)
for so in shapeObs:
if so.Name not in solverObjectNames:
ob = doc.getObject(so.Name)
if ob.ViewObject.Visibility == True:
bbCenter = ob.Shape.BoundBox.Center
dofLabel = doc.addObject("App::AnnotationLabel","dofLabel")
dofLabel.LabelText = "FREE"
dofLabel.BasePosition.x = bbCenter.x
dofLabel.BasePosition.y = bbCenter.y
dofLabel.BasePosition.z = bbCenter.z
#
dofLabel.ViewObject.BackgroundColor = a2plib.BLUE
dofLabel.ViewObject.TextColor = a2plib.WHITE
dofGroup.addObject(dofLabel)
numdep = 0
self.retrieveDOFInfo() #function only once used here at this place in whole program
for rig in self.rigids:
dofCount = rig.currentDOF()
ob = doc.getObject(rig.objectName)
if ob.ViewObject.Visibility == True:
bbCenter = ob.Shape.BoundBox.Center
dofLabel = doc.addObject("App::AnnotationLabel","dofLabel")
if rig.fixed:
dofLabel.LabelText = "Fixed"
else:
dofLabel.LabelText = "DOFs: {}".format(dofCount)
dofLabel.BasePosition.x = bbCenter.x
dofLabel.BasePosition.y = bbCenter.y
dofLabel.BasePosition.z = bbCenter.z
if rig.fixed:
dofLabel.ViewObject.BackgroundColor = a2plib.RED
dofLabel.ViewObject.TextColor = a2plib.BLACK
elif dofCount == 0:
dofLabel.ViewObject.BackgroundColor = a2plib.RED
dofLabel.ViewObject.TextColor = a2plib.BLACK
elif dofCount < 6:
dofLabel.ViewObject.BackgroundColor = a2plib.YELLOW
dofLabel.ViewObject.TextColor = a2plib.BLACK
dofGroup.addObject(dofLabel)
rig.beautyDOFPrint()
numdep+=rig.countDependencies()
Msg( 'there are {} dependencies\n'.format(numdep/2))
def retrieveDOFInfo(self):
'''
method used to retrieve all info related to DOF handling
the method scans each rigid, and on each not tempfixed rigid scans the list of linkedobjects
then for each linked object compile a dict where each linked object has its dependencies
then for each linked object compile a dict where each linked object has its dof position
then for each linked object compile a dict where each linked object has its dof rotation
'''
for rig in self.rigids:
#if not rig.tempfixed: #skip already fixed objs
for linkedRig in rig.linkedRigids:
tmplinkedDeps = []
tmpLinkedPointDeps = []
for dep in rig.dependencies:
if linkedRig==dep.dependedRigid:
#be sure pointconstraints are at the end of the list
if dep.isPointConstraint :
tmpLinkedPointDeps.append(dep)
else:
tmplinkedDeps.append(dep)
#add at the end the point constraints
tmplinkedDeps.extend(tmpLinkedPointDeps)
rig.depsPerLinkedRigids[linkedRig] = tmplinkedDeps
#dofPOSPerLinkedRigid is a dict where for each
for linkedRig in rig.depsPerLinkedRigids.keys():
linkedRig.pointConstraints = []
_dofPos = linkedRig.posDOF
_dofRot = linkedRig.rotDOF
for dep in rig.depsPerLinkedRigids[linkedRig]:
_dofPos, _dofRot = dep.calcDOF(_dofPos,_dofRot, linkedRig.pointConstraints)
rig.dofPOSPerLinkedRigids[linkedRig] = _dofPos
rig.dofROTPerLinkedRigids[linkedRig] = _dofRot
#ok each rigid has a dict for each linked objects,
#so we now know the list of linked objects and which
#dof rot and pos both limits.
# TODO: maybe instead of traversing from the root every time, save a list of objects on current distance
# and use them to propagate next distance to their children
def assignParentship(self, doc):
# Start from fixed parts
for rig in self.rigids:
if rig.fixed:
rig.disatanceFromFixed = 0
haveMore = True
distance = 0
while haveMore:
haveMore = rig.assignParentship(distance)
distance += 1
if A2P_DEBUG_LEVEL > 0:
Msg(20*"=" + "\n")
Msg("Hierarchy:\n")
Msg(20*"=" + "\n")
for rig in self.rigids:
if rig.fixed: rig.printHierarchy(0)
Msg(20*"=" + "\n")
#self.visualizeHierarchy()
def visualizeHierarchy(self):
'''
generate a html file with constraints structure.
The html file is in the same folder
with the same filename of the assembly
'''
out_file = os.path.splitext(self.doc.FileName)[0] + '_asm_hierarchy.html'
Msg("Writing visual hierarchy to: {}\n".format(out_file))
f = open(out_file, "w")
f.write("<!DOCTYPE html>\n")
f.write("<html>\n")
f.write("<head>\n")
f.write(' <meta charset="utf-8">\n')
f.write(' <meta http-equiv="X-UA-Compatible" content="IE=edge">\n')
f.write(' <title>A2P assembly hierarchy visualization</title>\n')
f.write("</head>\n")
f.write("<body>\n")
f.write('<div class="mermaid">\n')
f.write("graph TD\n")
for rig in self.rigids:
rigLabel = a2plib.to_str(rig.label).replace(u' ',u'_')
# No children, add current rogod as a leaf entry
if len(rig.childRigids) == 0:
message = u"{}\n".format(rigLabel)
if a2plib.PYVERSION < 3:
f.write(a2plib.to_bytes(message))
else:
f.write(message)
else:
# Rigid have children, add them based on the dependency list
for d in rig.dependencies:
if d.dependedRigid in rig.childRigids:
dependedRigLabel = a2plib.to_str(d.dependedRigid.label).replace(u' ',u'_')
if rig.fixed:
message = u"{}({}<br>*FIXED*) -- {} --> {}\n".format(rigLabel, rigLabel, d.Type, dependedRigLabel)
if a2plib.PYVERSION < 3:
f.write(a2plib.to_bytes(message))
else:
f.write(message)
else:
message = u"{} -- {} --> {}\n".format(rigLabel, d.Type, dependedRigLabel)
if a2plib.PYVERSION < 3:
f.write(a2plib.to_bytes(message))
else:
f.write(message)
f.write("</div>\n")
f.write(' <script src="https://unpkg.com/mermaid@7.1.2/dist/mermaid.js"></script>\n')
f.write(" <script>\n")
f.write(' mermaid.initialize({startOnLoad: true});\n')
f.write(" </script>\n")
f.write("</body>")
f.write("</html>")
f.close()
def calcMoveData(self,doc):
for rig in self.rigids:
rig.calcMoveData(doc, self)
def prepareRestart(self):
for rig in self.rigids:
rig.prepareRestart()
self.partialSolverCurrentStage = PARTIAL_SOLVE_STAGE1
def detectUnmovedParts(self):
doc = FreeCAD.activeDocument()
self.unmovedParts = []
for rig in self.rigids:
if rig.fixed: continue
if not rig.moved:
self.unmovedParts.append(
doc.getObject(rig.objectName)
)
def solveAccuracySteps(self,doc, matelist=None):
self.level_of_accuracy=1
self.mySOLVER_POS_ACCURACY = self.getSolverControlData()[self.level_of_accuracy][0]
self.mySOLVER_SPIN_ACCURACY = self.getSolverControlData()[self.level_of_accuracy][1]
self.loadSystem(doc, matelist)
if self.status == "loadingDependencyError":
return
self.assignParentship(doc)
while True:
systemSolved = self.calculateChain(doc)
if self.level_of_accuracy == 1:
self.detectUnmovedParts() # do only once here. It can fail at higher accuracy levels
# where not a final solution is required.
if systemSolved:
self.level_of_accuracy+=1
if self.level_of_accuracy > len(self.getSolverControlData()):
self.solutionToParts(doc)
break
self.mySOLVER_POS_ACCURACY = self.getSolverControlData()[self.level_of_accuracy][0]
self.mySOLVER_SPIN_ACCURACY = self.getSolverControlData()[self.level_of_accuracy][1]
self.loadSystem(doc, matelist)
else:
completeSolvingRequired = self.getSolverControlData()[self.level_of_accuracy][2]
if not completeSolvingRequired: systemSolved = True
break
self.maxAxisError = 0.0
self.maxSingleAxisError = 0.0
self.maxPosError = 0.0
for rig in self.rigids:
if rig.maxPosError > self.maxPosError:
self.maxPosError = rig.maxPosError
if rig.maxAxisError > self.maxAxisError:
self.maxAxisError = rig.maxAxisError
if rig.maxSingleAxisError > self.maxSingleAxisError:
self.maxSingleAxisError = rig.maxSingleAxisError
if not a2plib.SIMULATION_STATE:
Msg( 'TARGET POS-ACCURACY :{}\n'.format(self.mySOLVER_POS_ACCURACY) )
Msg( 'REACHED POS-ACCURACY :{}\n'.format(self.maxPosError) )
Msg( 'TARGET SPIN-ACCURACY :{}\n'.format(self.mySOLVER_SPIN_ACCURACY) )
Msg( 'REACHED SPIN-ACCURACY :{}\n'.format(self.maxAxisError) )
Msg( 'SA SPIN-ACCURACY :{}\n'.format(self.maxSingleAxisError) )
return systemSolved
def solveSystem(self,doc,matelist=None, showFailMessage=True):
if not a2plib.SIMULATION_STATE:
Msg( "\n===== Start Solving System ====== \n" )
systemSolved = self.solveAccuracySteps(doc,matelist)
if self.status == "loadingDependencyError":
return systemSolved
if systemSolved:
self.status = "solved"
if not a2plib.SIMULATION_STATE:
Msg( "===== System solved using partial + recursive unfixing =====\n")
self.checkForUnmovedParts()
else:
if a2plib.SIMULATION_STATE == True:
self.status = "unsolved"
return systemSolved
else: # a2plib.SIMULATION_STATE == False
self.status = "unsolved"
if showFailMessage == True:
Msg( "===== Could not solve system ====== \n" )
msg = \
'''
Constraints inconsistent. Cannot solve System.
Please run the conflict finder tool !
'''
QtGui.QMessageBox.information(
QtGui.QApplication.activeWindow(),
"Constraint mismatch",
msg
)
return systemSolved
def checkForUnmovedParts(self):
'''
If there are parts, which are constrained but have no
constraint path to a fixed part, the solver will
ignore them and they are not moved.
This function detects this and signals it to the user.
'''
if len(self.unmovedParts) != 0:
FreeCADGui.Selection.clearSelection()
for obj in self.unmovedParts:
FreeCADGui.Selection.addSelection(obj)
msg = '''
The highlighted parts were not moved. They are
not constrained (also over constraint chains)
to a fixed part!
'''
QtGui.QMessageBox.information(
QtGui.QApplication.activeWindow(),
"Could not move some parts",
msg
)
def printList(self, name, l):
Msg("{} = (".format(name))
for e in l:
Msg( "{} ".format(e.label) )
Msg("):\n")
def calculateChain(self, doc):
self.stepCount = 0
workList = []
if a2plib.SIMULATION_STATE == True:
# Solve complete System at once if simulation is running
workList = self.rigids
solutionFound = self.calculateWorkList(doc, workList)
if not solutionFound: return False
return True
else:
# Normal partial solving if no simulation is running
# load initial worklist with all fixed parts...
for rig in self.rigids:
if rig.fixed:
workList.append(rig);
#self.printList("Initial-Worklist", workList)
while True:
addList = []
newRigFound = False
for rig in workList:
for linkedRig in rig.linkedRigids:
if linkedRig in workList: continue
if rig.isFullyConstrainedByRigid(linkedRig):
addList.append(linkedRig)
newRigFound = True
break
if not newRigFound:
for rig in workList:
addList.extend(rig.getCandidates())
addList = set(addList)
#self.printList("AddList", addList)
if len(addList) > 0:
workList.extend(addList)
solutionFound = self.calculateWorkList(doc, workList)
if not solutionFound: return False
else:
break
return True
def calculateWorkList(self, doc, workList):
reqPosAccuracy = self.mySOLVER_POS_ACCURACY
reqSpinAccuracy = self.mySOLVER_SPIN_ACCURACY
for rig in workList:
rig.enableDependencies(workList)
for rig in workList:
rig.calcSpinBasicDataDepsEnabled()
self.lastPositionError = SOLVER_CONVERGENCY_ERROR_INIT_VALUE
self.lastAxisError = SOLVER_CONVERGENCY_ERROR_INIT_VALUE
self.convergencyCounter = 0
calcCount = 0
goodAccuracy = False
while not goodAccuracy:
maxPosError = 0.0
maxAxisError = 0.0
maxSingleAxisError = 0.0
calcCount += 1
self.stepCount += 1
self.convergencyCounter += 1
# First calculate all the movement vectors
for w in workList:
w.moved = True
w.calcMoveData(doc, self)
if w.maxPosError > maxPosError:
maxPosError = w.maxPosError
if w.maxAxisError > maxAxisError:
maxAxisError = w.maxAxisError
if w.maxSingleAxisError > maxSingleAxisError:
maxSingleAxisError = w.maxSingleAxisError
# Perform the move
for w in workList:
w.move(doc)
# The accuracy is good, apply the solution to FreeCAD's objects
if (maxPosError <= reqPosAccuracy and # relevant check
maxAxisError <= reqSpinAccuracy and # relevant check
maxSingleAxisError <= reqSpinAccuracy * 10 # additional check for insolvable assemblies
# sometimes spin can be solved but singleAxis not..
):
# The accuracy is good, we're done here
goodAccuracy = True
# Mark the rigids as tempfixed and add its constrained rigids to pending list to be processed next
for r in workList:
r.applySolution(doc, self)
r.tempfixed = True
if self.convergencyCounter > SOLVER_STEPS_CONVERGENCY_CHECK:
if (
maxPosError >= SOLVER_CONVERGENCY_FACTOR * self.lastPositionError or
maxAxisError >= SOLVER_CONVERGENCY_FACTOR * self.lastAxisError
):
foundRigidToUnfix = False
# search for unsolved dependencies...
for rig in workList:
if rig.fixed or rig.tempfixed: continue
#if rig.maxAxisError >= maxAxisError or rig.maxPosError >= maxPosError:
if rig.maxAxisError > reqSpinAccuracy or rig.maxPosError > reqPosAccuracy:
for r in rig.linkedRigids:
if r.tempfixed and not r.fixed:
r.tempfixed = False
#Msg("unfixed Rigid {}\n".format(r.label))
foundRigidToUnfix = True
if foundRigidToUnfix:
self.lastPositionError = SOLVER_CONVERGENCY_ERROR_INIT_VALUE
self.lastAxisError = SOLVER_CONVERGENCY_ERROR_INIT_VALUE
self.convergencyCounter = 0
continue
else:
Msg('\n')
Msg('convergency-conter: {}\n'.format(self.convergencyCounter))
Msg( "Calculation stopped, no convergency anymore!\n" )
return False
self.lastPositionError = maxPosError
self.lastAxisError = maxAxisError
self.maxSingleAxisError = maxSingleAxisError
self.convergencyCounter = 0
if self.stepCount > SOLVER_MAXSTEPS:
Msg( "Reached max calculations count ({})\n".format(SOLVER_MAXSTEPS) )
return False
return True
def solutionToParts(self,doc):
for rig in self.rigids:
rig.applySolution(doc, self);
#------------------------------------------------------------------------------
def solveConstraints( doc, cache=None, useTransaction = True, matelist=None, showFailMessage=True):
if useTransaction: doc.openTransaction("a2p_systemSolving")
ss = SolverSystem()
systemSolved = ss.solveSystem(doc, matelist, showFailMessage )
if useTransaction: doc.commitTransaction()
a2plib.unTouchA2pObjects()
return systemSolved
def autoSolveConstraints( doc, callingFuncName, cache=None, useTransaction=True, matelist=None):
if not a2plib.getAutoSolveState():
return
if callingFuncName != None:
'''
print (
"autoSolveConstraints called from '{}'".format(
callingFuncName
)
)
'''
solveConstraints(doc, useTransaction)
class a2p_SolverCommand:
def Activated(self):
solveConstraints( FreeCAD.ActiveDocument ) #the new iterative solver
def GetResources(self):
return {
'Pixmap' : path_a2p + '/icons/a2p_Solver.svg',
'MenuText': 'Solve constraints',
'ToolTip': 'Solves constraints'
}
FreeCADGui.addCommand('a2p_SolverCommand', a2p_SolverCommand())
#------------------------------------------------------------------------------
if __name__ == "__main__":
DebugMsg(A2P_DEBUG_1, "Starting solveConstraints latest script...\n" )
doc = FreeCAD.activeDocument()
solveConstraints(doc)