def main():
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument(
'--connection_db', required=True, help="xc7 connection database."
)
parser.add_argument(
'--route_file', required=True, help="VPR route output file."
)
parser.add_argument(
'--rr_graph', required=True, help="Real or virt xc7 graph"
)
args = parser.parse_args()
xml_graph = xml_graph2.Graph(
read_xml_file(args.rr_graph), need_edges=False
)
graph = xml_graph.graph
conn = sqlite3.connect(args.connection_db)
with open(args.route_file) as f:
net_list = create_net_list(conn, graph, f)
print(json.dumps([net._asdict() for net in net_list], indent=2))
def rebuild_graph(fn, fn_out, rcw=6, verbose=False):
"""
Add rcw tracks spanning full channel to both X and Y channels
Connect all of those to all the adjacent pins
Fully connect tracks at intersections
For intersections this means we actually have two edges per intersection
since source and sink must be specified
"""
print('Importing input g')
xml_graph = xml_graph2.Graph(
fn,
output_file_name=fn_out,
)
graph = xml_graph.graph
grid_width = max(p.x for p in graph.grid) + 1
grid_height = max(p.y for p in graph.grid) + 1
mux = graph.get_switch_id('mux')
try:
short = graph.get_switch_id('short')
except KeyError:
short = xml_graph.add_switch(
graph2.Switch(
id=None,
name='short',
type=graph2.SwitchType.SHORT,
timing=None,
sizing=graph2.SwitchSizing(
mux_trans_size=0,
buf_size=0,
),
)
)
create_tracks(graph, grid_width, grid_height, rcw, verbose=verbose)
create_global_constant_tracks(graph, mux, short, grid_width, grid_height)
connect_blocks_to_tracks(graph, grid_width, grid_height, rcw, switch=mux)
connect_tracks_to_tracks(graph, switch=mux, verbose=verbose)
print("Completed rebuild")
xml_graph.root_attrib["tool_version"] = "dev"
xml_graph.root_attrib["tool_comment"] = "Generated from black magic"
channels_obj = graph.create_channels(pad_segment=graph.segments[0].id)
xml_graph.serialize_to_xml(
channels_obj=channels_obj,
connection_box_obj=None,
nodes_obj=graph.nodes,
edges_obj=graph.edges
)
def load_net_list(conn, rr_graph_file, route_file):
xml_graph = xml_graph2.Graph(read_xml_file(rr_graph_file),
build_pin_edges=False)
graph = xml_graph.graph
net_map = {}
with open(route_file) as f:
for net in create_net_list(conn, graph, f):
net_map[net.wire_pkey] = net.name
return net_map
def main():
parser = argparse.ArgumentParser()
parser.add_argument('--db_root',
required=True,
help='Project X-Ray Database')
parser.add_argument('--read_rr_graph',
required=True,
help='Input rr_graph file')
parser.add_argument('--write_rr_graph',
required=True,
help='Output rr_graph file')
parser.add_argument('--write_rr_node_map',
required=True,
help='Output map of graph_node_pkey to rr inode file')
parser.add_argument('--connection_database',
help='Database of fabric connectivity',
required=True)
parser.add_argument(
'--synth_tiles',
help=
'If using an ROI, synthetic tile defintion from prjxray-arch-import')
parser.add_argument(
'--graph_limit',
help='Limit grid to specified dimensions in x_min,y_min,x_max,y_max',
)
args = parser.parse_args()
db = prjxray.db.Database(args.db_root)
synth_tiles = None
if args.synth_tiles:
use_roi = True
with open(args.synth_tiles) as f:
synth_tiles = json.load(f)
roi = Roi(
db=db,
x1=synth_tiles['info']['GRID_X_MIN'],
y1=synth_tiles['info']['GRID_Y_MIN'],
x2=synth_tiles['info']['GRID_X_MAX'],
y2=synth_tiles['info']['GRID_Y_MAX'],
)
print('{} generating routing graph for ROI.'.format(now()))
elif args.graph_limit:
use_roi = True
x_min, y_min, x_max, y_max = map(int, args.graph_limit.split(','))
roi = Roi(
db=db,
x1=x_min,
y1=y_min,
x2=x_max,
y2=y_max,
)
else:
use_roi = False
roi = None
synth_tiles = None
# Convert input rr graph into graph2.Graph object.
input_rr_graph = read_xml_file(args.read_rr_graph)
if synth_tiles is None:
synth_tiles = find_constant_network(input_rr_graph)
xml_graph = xml_graph2.Graph(
input_rr_graph,
progressbar=progressbar_utils.progressbar,
output_file_name=args.write_rr_graph,
)
graph = xml_graph.graph
tool_version = input_rr_graph.getroot().attrib['tool_version']
tool_comment = input_rr_graph.getroot().attrib['tool_comment']
with DatabaseCache(args.connection_database, True) as conn:
cur = conn.cursor()
for name, internal_capacitance, drive_resistance, intrinsic_delay, \
switch_type in cur.execute("""
SELECT
name,
internal_capacitance,
drive_resistance,
intrinsic_delay,
switch_type
FROM
switch;"""):
# Add back missing switchs, which were unused in arch xml, and so
# were not emitted in rrgraph XML.
#
# TODO: This can be removed once
# https://github.com/verilog-to-routing/vtr-verilog-to-routing/issues/354
# is fixed.
try:
graph.get_switch_id(name)
continue
except KeyError:
xml_graph.add_switch(
graph2.Switch(
id=None,
name=name,
type=graph2.SwitchType[switch_type.upper()],
timing=graph2.SwitchTiming(
r=drive_resistance,
c_in=0.0,
c_out=0.0,
c_internal=internal_capacitance,
t_del=intrinsic_delay,
),
sizing=graph2.SwitchSizing(
mux_trans_size=0,
buf_size=0,
),
))
# Mapping of graph_node.pkey to rr node id.
node_mapping = {}
print('{} Creating connection box list'.format(now()))
connection_box_map = create_connection_boxes(conn, graph)
# Match site pins rr nodes with graph_node's in the connection_database.
print('{} Importing graph nodes'.format(now()))
import_graph_nodes(conn, graph, node_mapping, connection_box_map)
# Walk all track graph nodes and add them.
print('{} Creating tracks'.format(now()))
segment_id = graph.get_segment_id_from_name('dummy')
create_track_rr_graph(conn, graph, node_mapping, use_roi, roi,
synth_tiles, segment_id)
# Set of (src, sink, switch_id) tuples that pip edges have been sent to
# VPR. VPR cannot handle duplicate paths with the same switch id.
if use_roi:
print('{} Adding synthetic edges'.format(now()))
add_synthetic_edges(conn, graph, node_mapping, grid, synth_tiles)
print('{} Creating channels.'.format(now()))
channels_obj = create_channels(conn)
x_dim, y_dim = phy_grid_dims(conn)
connection_box_obj = graph.create_connection_box_object(x_dim=x_dim,
y_dim=y_dim)
print('{} Serializing to disk.'.format(now()))
with xml_graph:
xml_graph.start_serialize_to_xml(
tool_version=tool_version,
tool_comment=tool_comment,
channels_obj=channels_obj,
connection_box_obj=connection_box_obj,
)
xml_graph.serialize_nodes(yield_nodes(xml_graph.graph.nodes))
xml_graph.serialize_edges(
import_graph_edges(conn, graph, node_mapping))
print('{} Writing node map.'.format(now()))
with open(args.write_rr_node_map, 'wb') as f:
pickle.dump(node_mapping, f)
print('{} Done writing node map.'.format(now()))
def main():
parser = argparse.ArgumentParser()
parser.add_argument(
'--db_root', required=True, help='Project X-Ray Database')
parser.add_argument(
'--read_rr_graph', required=True, help='Input rr_graph file')
parser.add_argument(
'--write_rr_graph', required=True, help='Output rr_graph file')
parser.add_argument(
'--channels', required=True, help='Channel definitions from prjxray_form_channels')
parser.add_argument(
'--synth_tiles', help='If using an ROI, synthetic tile defintion from prjxray-arch-import')
args = parser.parse_args()
db = prjxray.db.Database(args.db_root)
grid = db.grid()
if args.synth_tiles:
use_roi = True
with open(args.synth_tiles) as f:
synth_tiles = json.load(f)
roi = Roi(
db=db,
x1=synth_tiles['info']['GRID_X_MIN'],
y1=synth_tiles['info']['GRID_Y_MIN'],
x2=synth_tiles['info']['GRID_X_MAX'],
y2=synth_tiles['info']['GRID_Y_MAX'],
)
print('{} generating routing graph for ROI.'.format(now()))
else:
use_roi = False
# Convert input rr graph into graph2.Graph object.
input_rr_graph = read_xml_file(args.read_rr_graph)
xml_graph = xml_graph2.Graph(
input_rr_graph,
progressbar=progressbar.progressbar)
graph = xml_graph.graph
tool_version = input_rr_graph.getroot().attrib['tool_version']
tool_comment = input_rr_graph.getroot().attrib['tool_comment']
delayless_switch = graph.get_delayless_switch_id()
print('{} reading channels definitions.'.format(now()))
with open(args.channels) as f:
channels = json.load(f)
segment_id = graph.get_segment_id_from_name('dummy')
track_wire_map = {}
print('{} add nodes for all channels.'.format(now()))
used_channels = 0
for idx, channel in progressbar.progressbar(enumerate(channels['channels'])):
# Don't use dead channels if using an ROI.
# Consider a channel alive if at least 1 wire in the node is part of a
# live tile.
if use_roi:
alive = False
for tile, wire in channel['wires']:
loc = grid.loc_of_tilename(tile)
if roi.tile_in_roi(loc) or tile in synth_tiles['tiles']:
alive = True
break
if not alive:
continue
used_channels += 1
nodes = []
track_list = []
for idx2, track_dict in enumerate(channel['tracks']):
if track_dict['direction'] == 'X':
track_dict['x_low'] = max(track_dict['x_low'], 1)
elif track_dict['direction'] == 'Y':
track_dict['y_low'] = max(track_dict['y_low'], 1)
track = tracks.Track(**track_dict)
track_list.append(track)
nodes.append(graph.add_track(track=track, segment_id=segment_id, name='track_{}_{}'.format(idx, idx2)))
for a_idx, b_idx in channel['track_connections']:
graph.add_edge(nodes[a_idx], nodes[b_idx], delayless_switch, 'track_{}_to_{}'.format(a_idx, b_idx))
graph.add_edge(nodes[b_idx], nodes[a_idx], delayless_switch, 'track_{}_to_{}'.format(b_idx, a_idx))
tracks_model = tracks.Tracks(track_list, channel['track_connections'])
for tile, wire in channel['wires']:
track_wire_map[(tile, wire)] = (tracks_model, nodes)
print('original {} final {}'.format(len(channels['channels']), used_channels))
routing_switch = graph.get_switch_id('routing')
pip_map = {}
edges_with_mux = {}
for idx, edge_with_mux in progressbar.progressbar(enumerate(channels['edges_with_mux'])):
if edge_with_mux['pip'] not in edges_with_mux:
edges_with_mux[edge_with_mux['pip']] = {}
assert len(edge_with_mux['source_node']) == 1
edges_with_mux[edge_with_mux['pip']][tuple(edge_with_mux['source_node'][0])] = edge_with_mux['destination_node']
# Set of (src, sink, switch_id) tuples that pip edges have been sent to
# VPR. VPR cannot handle duplicate paths with the same switch id.
pip_set = set()
print('{} Adding edges'.format(now()))
for loc in progressbar.progressbar(grid.tile_locations()):
gridinfo = grid.gridinfo_at_loc(loc)
tile_name = grid.tilename_at_loc(loc)
if use_roi:
if tile_name in synth_tiles['tiles']:
assert len(synth_tiles['tiles'][tile_name]['pins']) == 1
for pin in synth_tiles['tiles'][tile_name]['pins']:
tracks_model, track_nodes = track_wire_map[(tile_name, pin['wire'])]
option = list(tracks_model.get_tracks_for_wire_at_coord(loc))
assert len(option) > 0
if pin['port_type'] == 'input':
tile_type = 'BLK_SY-OUTPAD'
wire = 'outpad'
elif pin['port_type'] == 'output':
tile_type = 'BLK_SY-INPAD'
wire = 'inpad'
else:
assert False, pin
track_node = track_nodes[option[0][0]]
pin_name = graph.create_pin_name_from_tile_type_and_pin(
tile_type,
wire)
pin_node = graph.get_nodes_for_pin(loc, pin_name)
if pin['port_type'] == 'input':
graph.add_edge(
src_node=track_node,
sink_node=pin_node[0][0],
switch_id=routing_switch,
name='synth_{}_{}'.format(tile_name, pin['wire']),
)
elif pin['port_type'] == 'output':
graph.add_edge(
src_node=pin_node[0][0],
sink_node=track_node,
switch_id=routing_switch,
name='synth_{}_{}'.format(tile_name, pin['wire']),
)
else:
assert False, pin
else:
# Not a synth node, check if in ROI.
if not roi.tile_in_roi(loc):
continue
tile_type = db.get_tile_type(gridinfo.tile_type)
for pip in tile_type.get_pips():
if pip.is_pseudo:
continue
if not pip.is_directional:
# TODO: Handle bidirectional pips?
continue
edge_node = make_connection(graph, track_wire_map, loc, tile_name, gridinfo.tile_type,
pip, routing_switch, edges_with_mux, grid, pip_set)
if edge_node is not None:
pip_map[(tile_name, pip.name)] = edge_node
print('{} Writing node mapping.'.format(now()))
node_mapping = {
'pips': [],
'tracks': []
}
for (tile, pip_name), edge in pip_map.items():
node_mapping['pips'].append({
'tile': tile,
'pip': pip_name,
'edge': edge
})
for (tile, wire), (_, nodes) in track_wire_map.items():
node_mapping['tracks'].append({
'tile': tile,
'wire': wire,
'nodes': nodes,
})
with open('node_mapping.pickle', 'wb') as f:
pickle.dump(node_mapping, f)
print('{} Create channels and serializing.'.format(now()))
pool = multiprocessing.Pool(10)
serialized_rr_graph = xml_graph.serialize_to_xml(
tool_version=tool_version,
tool_comment=tool_comment,
pad_segment=segment_id,
pool=pool,
)
print('{} Writing to disk.'.format(now()))
with open(args.write_rr_graph, "wb") as f:
f.write(serialized_rr_graph)
print('{} Done.'.format(now()))
def main():
# Parse arguments
parser = argparse.ArgumentParser(
description=__doc__,
formatter_class=argparse.RawDescriptionHelpFormatter)
parser.add_argument("--vpr-db",
type=str,
required=True,
help="VPR database file")
parser.add_argument("--rr-graph-in",
type=str,
required=True,
help="Input RR graph XML file")
parser.add_argument("--rr-graph-out",
type=str,
default="rr_graph.xml",
help="Output RR graph XML file (def. rr_graph.xml)")
args = parser.parse_args()
# Load data from the database
print("Loading database...")
with open(args.vpr_db, "rb") as fp:
db = pickle.load(fp)
vpr_quadrants = db["vpr_quadrants"]
vpr_clock_cells = db["vpr_clock_cells"]
loc_map = db["loc_map"]
vpr_tile_types = db["vpr_tile_types"]
vpr_tile_grid = db["vpr_tile_grid"]
vpr_switchbox_types = db["vpr_switchbox_types"]
vpr_switchbox_grid = db["vpr_switchbox_grid"]
connections = db["connections"]
switches = db["switches"]
# Load the routing graph, build SOURCE -> OPIN and IPIN -> SINK edges.
print("Loading rr graph...")
xml_graph = rr_xml.Graph(input_file_name=args.rr_graph_in,
output_file_name=args.rr_graph_out,
progressbar=progressbar_utils.progressbar)
# Add back the switches that were unused in the arch.xml and got pruned
# byt VPR.
for switch in switches:
try:
xml_graph.graph.get_switch_id(switch.name)
continue
except KeyError:
xml_graph.add_switch(
rr.Switch(
id=None,
name=switch.name,
type=rr.SwitchType[switch.type.upper()],
timing=rr.SwitchTiming(
r=switch.r,
c_in=switch.c_in,
c_out=switch.c_out,
c_internal=switch.c_int,
t_del=switch.t_del,
),
sizing=rr.SwitchSizing(
mux_trans_size=0,
buf_size=0,
),
))
print("Building maps...")
# Add a switch map to the graph
switch_map = {}
for switch in xml_graph.graph.switches:
assert switch.id not in switch_map, switch
switch_map[switch.id] = switch
xml_graph.graph.switch_map = switch_map
# Build node id to node map
nodes_by_id = {node.id: node for node in xml_graph.graph.nodes}
# Build tile pin names to rr node ids map
tile_pin_to_node = build_tile_pin_to_node_map(xml_graph.graph, nodes_by_id,
vpr_tile_types,
vpr_tile_grid)
# Add const network
const_node_map = {}
for const in ["VCC", "GND"]:
m = add_tracks_for_const_network(xml_graph.graph, const, vpr_tile_grid)
const_node_map[const] = m
# Connection loc (endpoint) to node map. Map ConnectionLoc objects to VPR
# rr graph node ids.
connection_loc_to_node = {}
# Build a map of connections to/from tiles and rr nodes. The map points
# to an IPIN/OPIN node for a connection loc that mentions it.
node_map = build_tile_connection_map(xml_graph.graph, nodes_by_id,
vpr_tile_grid, connections)
connection_loc_to_node.update(node_map)
# Build the global clock network
print("Building the global clock network...")
# GMUX to QMUX and QMUX to CAND tracks
node_map = create_quadrant_clock_tracks(xml_graph.graph, connections,
connection_loc_to_node)
connection_loc_to_node.update(node_map)
# Clock column tracks
cand_node_map = create_column_clock_tracks(xml_graph.graph,
vpr_clock_cells, vpr_quadrants)
# Add switchbox models.
print("Building switchbox models...")
switchbox_models = {}
# Gather QMUX cells
qmux_cells = {}
for cell in vpr_clock_cells.values():
if cell.type == "QMUX":
loc = cell.loc
if loc not in qmux_cells:
qmux_cells[loc] = {}
qmux_cells[loc][cell.name] = cell
# Create the models
for loc, type in vpr_switchbox_grid.items():
phy_loc = loc_map.bwd[loc]
# QMUX switchbox model
if loc in qmux_cells:
switchbox_models[loc] = QmuxSwitchboxModel(
graph=xml_graph.graph,
loc=loc,
phy_loc=phy_loc,
switchbox=vpr_switchbox_types[type],
qmux_cells=qmux_cells[loc],
connections=[c for c in connections if is_clock(c)])
# Regular switchbox model
else:
switchbox_models[loc] = SwitchboxModel(
graph=xml_graph.graph,
loc=loc,
phy_loc=phy_loc,
switchbox=vpr_switchbox_types[type],
)
# Build switchbox models
for switchbox_model in progressbar_utils.progressbar(
switchbox_models.values()):
switchbox_model.build()
# Build the global clock network cell models
print("Building QMUX and CAND models...")
# Add QMUX and CAND models
for cell in progressbar_utils.progressbar(vpr_clock_cells.values()):
phy_loc = loc_map.bwd[cell.loc]
if cell.type == "QMUX":
QmuxModel(graph=xml_graph.graph,
cell=cell,
phy_loc=phy_loc,
switchbox_model=switchbox_models[cell.loc],
connections=connections,
node_map=connection_loc_to_node)
if cell.type == "CAND":
CandModel(graph=xml_graph.graph,
cell=cell,
phy_loc=phy_loc,
connections=connections,
node_map=connection_loc_to_node,
cand_node_map=cand_node_map)
# Populate connections to the switchbox models
print("Populating connections...")
populate_hop_connections(xml_graph.graph, switchbox_models, connections)
populate_tile_connections(xml_graph.graph, switchbox_models, connections,
connection_loc_to_node)
populate_direct_connections(xml_graph.graph, connections,
connection_loc_to_node)
populate_cand_connections(xml_graph.graph, switchbox_models, cand_node_map)
populate_const_connections(xml_graph.graph, switchbox_models,
vpr_tile_types, vpr_tile_grid, tile_pin_to_node,
const_node_map)
# Create channels from tracks
pad_segment_id = xml_graph.graph.get_segment_id_from_name("pad")
channels_obj = xml_graph.graph.create_channels(pad_segment=pad_segment_id)
# Remove padding channels
print("Removing padding nodes...")
xml_graph.graph.nodes = [
n for n in xml_graph.graph.nodes if n.capacity > 0
]
# Build node id to node map again since there have been new nodes added.
nodes_by_id = {node.id: node for node in xml_graph.graph.nodes}
# Sanity check edges
print("Sanity checking edges...")
node_ids = set([n.id for n in xml_graph.graph.nodes])
for edge in xml_graph.graph.edges:
assert edge.src_node in node_ids, edge
assert edge.sink_node in node_ids, edge
assert edge.src_node != edge.sink_node, edge
# Sanity check IPIN/OPIN connections. There must be no tile completely
# disconnected from the routing network
print("Sanity checking tile connections...")
connected_locs = set()
for edge in xml_graph.graph.edges:
src = nodes_by_id[edge.src_node]
dst = nodes_by_id[edge.sink_node]
if src.type == rr.NodeType.OPIN:
loc = (src.loc.x_low, src.loc.y_low)
connected_locs.add(loc)
if dst.type == rr.NodeType.IPIN:
loc = (src.loc.x_low, src.loc.y_low)
connected_locs.add(loc)
non_empty_locs = set((loc.x, loc.y) for loc in xml_graph.graph.grid
if loc.block_type_id > 0)
unconnected_locs = non_empty_locs - connected_locs
for loc in unconnected_locs:
block_type = xml_graph.graph.block_type_at_loc(loc)
print(" ERROR: Tile '{}' at ({}, {}) is not connected!".format(
block_type, loc[0], loc[1]))
# Write the routing graph
nodes_obj = xml_graph.graph.nodes
edges_obj = xml_graph.graph.edges
print("Serializing the rr graph...")
xml_graph.serialize_to_xml(
channels_obj=channels_obj,
nodes_obj=nodes_obj,
edges_obj=yield_edges(edges_obj),
node_remap=lambda x: x,
)
def main():
parser = argparse.ArgumentParser()
parser.add_argument('--db_root',
required=True,
help='Project X-Ray Database')
parser.add_argument('--read_rr_graph',
required=True,
help='Input rr_graph file')
parser.add_argument('--write_rr_graph',
required=True,
help='Output rr_graph file')
parser.add_argument('--connection_database',
help='Database of fabric connectivity',
required=True)
parser.add_argument(
'--synth_tiles',
help=
'If using an ROI, synthetic tile defintion from prjxray-arch-import')
args = parser.parse_args()
db = prjxray.db.Database(args.db_root)
grid = db.grid()
if args.synth_tiles:
use_roi = True
with open(args.synth_tiles) as f:
synth_tiles = json.load(f)
roi = Roi(
db=db,
x1=synth_tiles['info']['GRID_X_MIN'],
y1=synth_tiles['info']['GRID_Y_MIN'],
x2=synth_tiles['info']['GRID_X_MAX'],
y2=synth_tiles['info']['GRID_Y_MAX'],
)
print('{} generating routing graph for ROI.'.format(now()))
else:
use_roi = False
# Convert input rr graph into graph2.Graph object.
input_rr_graph = read_xml_file(args.read_rr_graph)
xml_graph = xml_graph2.Graph(
input_rr_graph,
progressbar=progressbar.progressbar,
output_file_name=args.write_rr_graph,
)
graph = xml_graph.graph
# Add back short switch, which is unused in arch xml, so is not emitted in
# rrgraph XML.
#
# TODO: This can be removed once
# https://github.com/verilog-to-routing/vtr-verilog-to-routing/issues/354
# is fixed.
try:
short = graph.get_switch_id('short')
except KeyError:
short = xml_graph.add_switch(
graph2.Switch(
id=None,
name='short',
type=graph2.SwitchType.SHORT,
timing=None,
sizing=graph2.SwitchSizing(
mux_trans_size=0,
buf_size=0,
),
))
tool_version = input_rr_graph.getroot().attrib['tool_version']
tool_comment = input_rr_graph.getroot().attrib['tool_comment']
with DatabaseCache(args.connection_database, True) as conn:
# Mapping of graph_node.pkey to rr node id.
node_mapping = {}
# Match site pins rr nodes with graph_node's in the connection_database.
print('{} Importing graph nodes'.format(now()))
import_graph_nodes(conn, graph, node_mapping)
# Walk all track graph nodes and add them.
print('{} Creating tracks'.format(now()))
segment_id = graph.get_segment_id_from_name('dummy')
create_track_rr_graph(conn, graph, node_mapping, use_roi, roi,
synth_tiles, segment_id)
# Set of (src, sink, switch_id) tuples that pip edges have been sent to
# VPR. VPR cannot handle duplicate paths with the same switch id.
if use_roi:
print('{} Adding synthetic edges'.format(now()))
add_synthetic_edges(conn, graph, node_mapping, grid, synth_tiles)
print('{} Creating channels.'.format(now()))
channels_obj = create_channels(conn)
print('{} Serializing to disk.'.format(now()))
with xml_graph:
xml_graph.start_serialize_to_xml(
tool_version=tool_version,
tool_comment=tool_comment,
channels_obj=channels_obj,
)
xml_graph.serialize_nodes(yield_nodes(xml_graph.graph.nodes))
xml_graph.serialize_edges(
import_graph_edges(conn, graph, node_mapping))
