#!/usr/bin/env python3 # SPDX-FileCopyrightText: 2020 Efabless Corporation # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # SPDX-License-Identifier: Apache-2.0 # # check_density.py --- # # Run density checks on the final (filled) GDS. # import sys import os import re import select import subprocess def usage(): print("Usage:") print("check_density.py [] [-keep]") print("") print("where:") print(" is the path to the project top level directory.") print("") print(" If is not given, then it is assumed to be the cwd.") print(" If '-keep' is specified, then keep the check script.") return 0 if __name__ == '__main__': optionlist = [] arguments = [] debugmode = False keepmode = False for option in sys.argv[1:]: if option.find('-', 0) == 0: optionlist.append(option) else: arguments.append(option) if len(arguments) > 1: print("Wrong number of arguments given to check_density.py.") usage() sys.exit(0) if len(arguments) == 1: user_project_path = arguments[0] else: user_project_path = os.getcwd() # Check for valid user path if not os.path.isdir(user_project_path): print('Error: Project path "' + user_project_path + '" does not exist or is not readable.') sys.exit(1) # Check for valid user ID user_id_value = None if os.path.isfile(user_project_path + '/info.yaml'): with open(user_project_path + '/info.yaml', 'r') as ifile: infolines = ifile.read().splitlines() for line in infolines: kvpair = line.split(':') if len(kvpair) == 2: key = kvpair[0].strip() value = kvpair[1].strip() if key == 'project_id': user_id_value = value.strip('"\'') break if user_id_value: project = 'caravel' project_with_id = 'caravel_' + user_id_value else: print('Error: No project_id found in info.yaml file.') sys.exit(1) if '-debug' in optionlist: debugmode = True if '-keep' in optionlist: keepmode = True magpath = user_project_path + '/mag' rcfile = magpath + '/.magicrc' with open(magpath + '/check_density.tcl', 'w') as ofile: print('#!/bin/env wish', file=ofile) print('crashbackups stop', file=ofile) print('drc off', file=ofile) print('snap internal', file=ofile) print('set starttime [orig_clock format [orig_clock seconds] -format "%D %T"]', file=ofile) print('puts stdout "Started reading GDS: $starttime"', file=ofile) print('', file=ofile) print('flush stdout', file=ofile) print('update idletasks', file=ofile) # Read final project from .gds print('gds readonly true', file=ofile) print('gds rescale false', file=ofile) print('gds read ../gds/' + project_with_id + '.gds', file=ofile) print('', file=ofile) print('set midtime [orig_clock format [orig_clock seconds] -format "%D %T"]', file=ofile) print('puts stdout "Starting density checks: $midtime"', file=ofile) print('', file=ofile) print('flush stdout', file=ofile) print('update idletasks', file=ofile) # Get step box dimensions (700um for size and 70um for FOM step) # Use 350um for stepping on other layers. print('box values 0 0 0 0', file=ofile) # print('box size 700um 700um', file=ofile) # print('set stepbox [box values]', file=ofile) # print('set stepwidth [lindex $stepbox 2]', file=ofile) # print('set stepheight [lindex $stepbox 3]', file=ofile) print('box size 70um 70um', file=ofile) print('set stepbox [box values]', file=ofile) print('set stepsizex [lindex $stepbox 2]', file=ofile) print('set stepsizey [lindex $stepbox 3]', file=ofile) print('select top cell', file=ofile) print('expand', file=ofile) # Modify the box to be inside the seal ring area (shrink 5um) print('box grow c -5um', file=ofile) print('set fullbox [box values]', file=ofile) print('set xmax [lindex $fullbox 2]', file=ofile) print('set xmin [lindex $fullbox 0]', file=ofile) print('set fullwidth [expr {$xmax - $xmin}]', file=ofile) print('set xtiles [expr {int(ceil(($fullwidth + 0.0) / $stepsizex))}]', file=ofile) print('set ymax [lindex $fullbox 3]', file=ofile) print('set ymin [lindex $fullbox 1]', file=ofile) print('set fullheight [expr {$ymax - $ymin}]', file=ofile) print('set ytiles [expr {int(ceil(($fullheight + 0.0) / $stepsizey))}]', file=ofile) print('box size $stepsizex $stepsizey', file=ofile) print('set xbase [lindex $fullbox 0]', file=ofile) print('set ybase [lindex $fullbox 1]', file=ofile) print('', file=ofile) print('puts stdout "XTILES: $xtiles"', file=ofile) print('puts stdout "YTILES: $ytiles"', file=ofile) print('', file=ofile) # Need to know what fraction of a full tile is the last row and column print('set xfrac [expr {($xtiles * $stepsizex - $fullwidth + 0.0) / $stepsizex}]', file=ofile) print('set yfrac [expr {($ytiles * $stepsizey - $fullheight + 0.0) / $stepsizey}]', file=ofile) print('puts stdout "XFRAC: $xfrac"', file=ofile) print('puts stdout "YFRAC: $yfrac"', file=ofile) print('cif ostyle density', file=ofile) # Process density at steps. For efficiency, this is done in 70x70 um # areas, dumped to a file, and then aggregated into the 700x700 areas. print('for {set y 0} {$y < $ytiles} {incr y} {', file=ofile) print(' for {set x 0} {$x < $xtiles} {incr x} {', file=ofile) print(' set xlo [expr $xbase + $x * $stepsizex]', file=ofile) print(' set ylo [expr $ybase + $y * $stepsizey]', file=ofile) print(' set xhi [expr $xlo + $stepsizex]', file=ofile) print(' set yhi [expr $ylo + $stepsizey]', file=ofile) print(' box values $xlo $ylo $xhi $yhi', file=ofile) # Flatten this area print(' flatten -dobbox -nolabels tile', file=ofile) print(' load tile', file=ofile) print(' select top cell', file=ofile) # Run density check for each layer print(' puts stdout "Density results for tile x=$x y=$y"', file=ofile) print(' set fdens [cif list cover fom_all]', file=ofile) print(' set pdens [cif list cover poly_all]', file=ofile) print(' set ldens [cif list cover li_all]', file=ofile) print(' set m1dens [cif list cover m1_all]', file=ofile) print(' set m2dens [cif list cover m2_all]', file=ofile) print(' set m3dens [cif list cover m3_all]', file=ofile) print(' set m4dens [cif list cover m4_all]', file=ofile) print(' set m5dens [cif list cover m5_all]', file=ofile) print(' puts stdout "FOM: $fdens"', file=ofile) print(' puts stdout "POLY: $pdens"', file=ofile) print(' puts stdout "LI1: $ldens"', file=ofile) print(' puts stdout "MET1: $m1dens"', file=ofile) print(' puts stdout "MET2: $m2dens"', file=ofile) print(' puts stdout "MET3: $m3dens"', file=ofile) print(' puts stdout "MET4: $m4dens"', file=ofile) print(' puts stdout "MET5: $m5dens"', file=ofile) print(' flush stdout', file=ofile) print(' update idletasks', file=ofile) print(' load ' + project_with_id, file=ofile) print(' cellname delete tile', file=ofile) print(' }', file=ofile) print('}', file=ofile) print('set endtime [orig_clock format [orig_clock seconds] -format "%D %T"]', file=ofile) print('puts stdout "Ended: $endtime"', file=ofile) print('', file=ofile) myenv = os.environ.copy() # Real views are necessary for the DRC checks myenv['MAGTYPE'] = 'mag' print('Running density checks on file ' + project_with_id + '.gds', flush=True) mproc = subprocess.Popen(['magic', '-dnull', '-noconsole', '-rcfile', rcfile, magpath + '/check_density.tcl'], stdin = subprocess.DEVNULL, stdout = subprocess.PIPE, stderr = subprocess.PIPE, cwd = magpath, env = myenv, universal_newlines = True) # Use signal to poll the process and generate any output as it arrives dlines = [] while mproc: status = mproc.poll() if status != None: try: output = mproc.communicate(timeout=1) except ValueError: print('Magic forced stop, status ' + str(status)) sys.exit(1) else: outlines = output[0] errlines = output[1] for line in outlines.splitlines(): dlines.append(line) print(line) for line in errlines.splitlines(): print(line) print('Magic exited with status ' + str(status)) if int(status) != 0: sys.exit(int(status)) else: break else: n = 0 while True: n += 1 if n > 100: n = 0 status = mproc.poll() if status != None: break sresult = select.select([mproc.stdout, mproc.stderr], [], [], 0.5)[0] if mproc.stdout in sresult: outstring = mproc.stdout.readline().strip() dlines.append(outstring) print(outstring) elif mproc.stderr in sresult: outstring = mproc.stderr.readline().strip() print(outstring) else: break fomfill = [] polyfill = [] lifill = [] met1fill = [] met2fill = [] met3fill = [] met4fill = [] met5fill = [] xtiles = 0 ytiles = 0 xfrac = 0.0 yfrac = 0.0 for line in dlines: dpair = line.split(':') if len(dpair) == 2: layer = dpair[0] try: density = float(dpair[1].strip()) except: continue if layer == 'FOM': fomfill.append(density) elif layer == 'POLY': polyfill.append(density) elif layer == 'LI1': lifill.append(density) elif layer == 'MET1': met1fill.append(density) elif layer == 'MET2': met2fill.append(density) elif layer == 'MET3': met3fill.append(density) elif layer == 'MET4': met4fill.append(density) elif layer == 'MET5': met5fill.append(density) elif layer == 'XTILES': xtiles = int(dpair[1].strip()) elif layer == 'YTILES': ytiles = int(dpair[1].strip()) elif layer == 'XFRAC': xfrac = float(dpair[1].strip()) elif layer == 'YFRAC': yfrac = float(dpair[1].strip()) if ytiles == 0 or xtiles == 0: print('Failed to read XTILES or YTILES from output.') sys.exit(1) total_tiles = (ytiles - 9) * (xtiles - 9) print('') print('Density results (total tiles = ' + str(total_tiles) + '):') # For FOM, step at 70um intervals (same as 70um check area) fomstep = 1 # For poly, step only at 700um intervals (10 * 70um check area) polystep = 10 # For all metals, step only at 350um intervals (5 * 70um check area) metalstep = 5 # Full areas are 10 x 10 tiles = 100. But the right and top sides are # not full tiles, so the full area must be prorated. sideadjust = 90.0 + (10.0 * xfrac) topadjust = 90.0 + (10.0 * yfrac) corneradjust = 81.0 + (9.0 * xfrac) + (9.0 * yfrac) + (xfrac * yfrac) print('') print('FOM Density:') for y in range(0, ytiles - 9, fomstep): if y == ytiles - 10: atotal = topadjust else: atotal = 100.0 for x in range(0, xtiles - 9, fomstep): if x == xtiles - 10: if y == ytiles - 10: atotal = corneradjust else: atotal = sideadjust fomaccum = 0 for w in range(y, y + 10): base = xtiles * w + x fomaccum += sum(fomfill[base : base + 10]) fomaccum /= atotal print('Tile (' + str(x) + ', ' + str(y) + '): ' + str(fomaccum)) if fomaccum < 0.33: print('***Error: FOM Density < 33%') elif fomaccum > 0.57: print('***Error: FOM Density > 57%') print('') print('POLY Density:') for y in range(0, ytiles - 9, polystep): if y == ytiles - 10: atotal = topadjust else: atotal = 100.0 for x in range(0, xtiles - 9, polystep): if x == xtiles - 10: if y == ytiles - 10: atotal = corneradjust else: atotal = sideadjust polyaccum = 0 for w in range(y, y + 10): base = xtiles * w + x polyaccum += sum(polyfill[base : base + 10]) polyaccum /= atotal print('Tile (' + str(x) + ', ' + str(y) + '): ' + str(polyaccum)) print('') print('LI Density:') for y in range(0, ytiles - 9, metalstep): if y == ytiles - 10: atotal = topadjust else: atotal = 100.0 for x in range(0, xtiles - 9, metalstep): if x == xtiles - 10: if y == ytiles - 10: atotal = corneradjust else: atotal = sideadjust liaccum = 0 for w in range(y, y + 10): base = xtiles * w + x liaccum += sum(lifill[base : base + 10]) liaccum /= atotal print('Tile (' + str(x) + ', ' + str(y) + '): ' + str(liaccum)) if liaccum < 0.35: print('***Error: LI Density < 35%') elif liaccum > 0.60: print('***Error: LI Density > 60%') print('') print('MET1 Density:') for y in range(0, ytiles - 9, metalstep): if y == ytiles - 10: atotal = topadjust else: atotal = 100.0 for x in range(0, xtiles - 9, metalstep): if x == xtiles - 10: if y == ytiles - 10: atotal = corneradjust else: atotal = sideadjust met1accum = 0 for w in range(y, y + 10): base = xtiles * w + x met1accum += sum(met1fill[base : base + 10]) met1accum /= atotal print('Tile (' + str(x) + ', ' + str(y) + '): ' + str(met1accum)) if met1accum < 0.35: print('***Error: MET1 Density < 35%') elif met1accum > 0.60: print('***Error: MET1 Density > 60%') print('') print('MET2 Density:') for y in range(0, ytiles - 9, metalstep): if y == ytiles - 10: atotal = topadjust else: atotal = 100.0 for x in range(0, xtiles - 9, metalstep): if x == xtiles - 10: if y == ytiles - 10: atotal = corneradjust else: atotal = sideadjust met2accum = 0 for w in range(y, y + 10): base = xtiles * w + x met2accum += sum(met2fill[base : base + 10]) met2accum /= atotal print('Tile (' + str(x) + ', ' + str(y) + '): ' + str(met2accum)) if met2accum < 0.35: print('***Error: MET2 Density < 35%') elif met2accum > 0.60: print('***Error: MET2 Density > 60%') print('') print('MET3 Density:') for y in range(0, ytiles - 9, metalstep): if y == ytiles - 10: atotal = topadjust else: atotal = 100.0 for x in range(0, xtiles - 9, metalstep): if x == xtiles - 10: if y == ytiles - 10: atotal = corneradjust else: atotal = sideadjust met3accum = 0 for w in range(y, y + 10): base = xtiles * w + x met3accum += sum(met3fill[base : base + 10]) met3accum /= atotal print('Tile (' + str(x) + ', ' + str(y) + '): ' + str(met3accum)) if met3accum < 0.35: print('***Error: MET3 Density < 35%') elif met3accum > 0.60: print('***Error: MET3 Density > 60%') print('') print('MET4 Density:') for y in range(0, ytiles - 9, metalstep): if y == ytiles - 10: atotal = topadjust else: atotal = 100.0 for x in range(0, xtiles - 9, metalstep): if x == xtiles - 10: if y == ytiles - 10: atotal = corneradjust else: atotal = sideadjust met4accum = 0 for w in range(y, y + 10): base = xtiles * w + x met4accum += sum(met4fill[base : base + 10]) met4accum /= atotal print('Tile (' + str(x) + ', ' + str(y) + '): ' + str(met4accum)) if met4accum < 0.35: print('***Error: MET4 Density < 35%') elif met4accum > 0.60: print('***Error: MET4 Density > 60%') print('') print('MET5 Density:') for y in range(0, ytiles - 9, metalstep): if y == ytiles - 10: atotal = topadjust else: atotal = 100.0 for x in range(0, xtiles - 9, metalstep): if x == xtiles - 10: if y == ytiles - 10: atotal = corneradjust else: atotal = sideadjust met5accum = 0 for w in range(y, y + 10): base = xtiles * w + x met5accum += sum(met5fill[base : base + 10]) met5accum /= atotal print('Tile (' + str(x) + ', ' + str(y) + '): ' + str(met5accum)) if met5accum < 0.45: print('***Error: MET5 Density < 45%') elif met5accum > 0.76: print('***Error: MET5 Density > 76%') print('') print('Whole-chip density results:') atotal = ((xtiles - 1.0) * (ytiles - 1.0)) + ((ytiles - 1.0) * xfrac) + ((xtiles - 1.0) * yfrac) + (xfrac * yfrac) fomaccum = sum(fomfill) / atotal print('') print('FOM Density: ' + str(fomaccum)) if fomaccum < 0.33: print('***Error: FOM Density < 33%') elif fomaccum > 0.57: print('***Error: FOM Density > 57%') polyaccum = sum(polyfill) / atotal print('') print('POLY Density: ' + str(polyaccum)) liaccum = sum(lifill) / atotal print('') print('LI Density: ' + str(liaccum)) if liaccum < 0.35: print('***Error: LI Density < 35%') elif liaccum > 0.60: print('***Error: LI Density > 60%') met1accum = sum(met1fill) / atotal print('') print('MET1 Density: ' + str(met1accum)) if met1accum < 0.35: print('***Error: MET1 Density < 35%') elif met1accum > 0.60: print('***Error: MET1 Density > 60%') met2accum = sum(met2fill) / atotal print('') print('MET2 Density: ' + str(met2accum)) if met2accum < 0.35: print('***Error: MET2 Density < 35%') elif met2accum > 0.60: print('***Error: MET2 Density > 60%') met3accum = sum(met3fill) / atotal print('') print('MET3 Density: ' + str(met3accum)) if met3accum < 0.35: print('***Error: MET3 Density < 35%') elif met3accum > 0.60: print('***Error: MET3 Density > 60%') met4accum = sum(met4fill) / atotal print('') print('MET4 Density: ' + str(met4accum)) if met4accum < 0.35: print('***Error: MET4 Density < 35%') elif met4accum > 0.60: print('***Error: MET4 Density > 60%') met5accum = sum(met5fill) / atotal print('') print('MET5 Density: ' + str(met5accum)) if met5accum < 0.45: print('***Error: MET5 Density < 45%') elif met5accum > 0.76: print('***Error: MET5 Density > 76%') if not keepmode: if os.path.isfile(magpath + '/check_density.tcl'): os.remove(magpath + '/check_density.tcl') print('') print('Done!') sys.exit(0)