def debug_shell(user_ns=None, user_global_ns=None, exit_afterwards=True):
print("Debug shell:")
from Util import ObjAsDict
import DebugHelpers
user_global_ns_new = dict(ObjAsDict(DebugHelpers).items())
if user_global_ns:
user_global_ns_new.update(
user_global_ns) # may overwrite vars from DebugHelpers
user_global_ns_new["debug"] = DebugHelpers # make this available always
print("Available debug functions/utils (via DebugHelpers):")
for k, v in sorted(vars(DebugHelpers).items()):
if k[:1] == "_": continue
print(" %s (%s)" % (k, type(v)))
print("Also DebugHelpers available as 'debug'.")
if not user_ns:
user_ns = {}
if user_ns:
print("Locals:")
for k, v in sorted(user_ns.items()):
print(" %s (%s)" % (k, type(v)))
import better_exchook
better_exchook.debug_shell(user_ns, user_global_ns_new)
if exit_afterwards:
print("Debug shell exit. Exit now.")
sys.exit(1)
def debug_shell(user_ns=None, user_global_ns=None, exit_afterwards=True):
"""
Provides some interactive Python shell.
Uses IPython if possible.
Wraps to ``better_exchook.debug_shell``.
:param dict[str]|None user_ns:
:param dict[str]|None user_global_ns:
:param bool exit_afterwards: will do sys.exit(1) at the end
"""
print("Debug shell:")
from Util import ObjAsDict
import DebugHelpers
user_global_ns_new = dict(ObjAsDict(DebugHelpers).items())
if user_global_ns:
user_global_ns_new.update(
user_global_ns) # may overwrite vars from DebugHelpers
user_global_ns_new["debug"] = DebugHelpers # make this available always
print("Available debug functions/utils (via DebugHelpers):")
for k, v in sorted(vars(DebugHelpers).items()):
if k[:1] == "_":
continue
print(" %s (%s)" % (k, type(v)))
print("Also DebugHelpers available as 'debug'.")
if not user_ns:
user_ns = {}
if user_ns:
print("Locals:")
for k, v in sorted(user_ns.items()):
print(" %s (%s)" % (k, type(v)))
import better_exchook
better_exchook.debug_shell(user_ns, user_global_ns_new)
if exit_afterwards:
print("Debug shell exit. Exit now.")
sys.exit(1)
def load(self):
"""
Loads the saved epoch data from file (self.filename).
"""
s = open(self.filename).read()
self.epoch_data = eval(s, {
"nan": float("nan"),
"inf": float("inf")
}, ObjAsDict(self))
def main(argv):
print("DummySprintExec init", argv)
args = ArgParser()
args.parse(argv[1:])
if args.get("pymod-name"):
SprintAPI = import_module(args.get("pymod-name"))
else:
import SprintExternInterface as SprintAPI
inputDim = int(args.get("feature-dimension"))
assert inputDim > 0
outputDim = int(args.get("trainer-output-dimension"))
assert outputDim > 0
sprintConfig = args.get("pymod-config", "")
targetMode = args.get("target-mode", "target-generic")
SprintAPI.init(inputDim=inputDim,
outputDim=outputDim,
config=sprintConfig,
targetMode=targetMode)
if args.get("crnn-dataset"):
dataset = eval(args.get("crnn-dataset"), {},
ObjAsDict(GeneratingDataset))
assert isinstance(dataset, Dataset)
assert dataset.num_inputs == inputDim
assert dataset.num_outputs == {
"classes": [outputDim, 1],
"data": [inputDim, 2]
}
dataset.init_seq_order(epoch=1)
seq_idx = 0
while dataset.is_less_than_num_seqs(seq_idx):
dataset.load_seqs(seq_idx, seq_idx + 1)
features = dataset.get_data(seq_idx, "data")
features = features.T # Sprint-like
kwargs = {"features": features}
if targetMode == "target-generic":
if "orth" in dataset.get_target_list():
kwargs["orthography"] = dataset.get_targets(
"orth", seq_idx)
if "classes" in dataset.get_target_list():
kwargs["alignment"] = dataset.get_targets(
"classes", seq_idx)
print("DummySprintExec seq_idx %i feedInputAndTarget(**%r)" %
(seq_idx, kwargs))
SprintAPI.feedInputAndTarget(**kwargs)
else:
raise NotImplementedError("targetMode = %s" % targetMode)
seq_idx += 1
print("DummySprintExec exit")
SprintAPI.exit()
def load(self):
s = open(self.filename).read()
self.epochData = eval(s, {
"nan": float("nan"),
"inf": float("inf")
}, ObjAsDict(self))