def update_json(inp_data, mode):
updated_data = []
ctr = 0
for example in inp_data:
bmpmaker.clear()
if mode == "relative":
true_seq_relative = RelativeEventSequence.from_eval_str(example["y_ref"])
true_events_absolute = AbsoluteEventSequence.from_relative(true_seq_relative, width, width).events
pred_seq_relative = RelativeEventSequence.from_eval_str(example["y_pred"])
pred_events_absolute = AbsoluteEventSequence.from_relative(pred_seq_relative, width, width).events
elif mode == "cursor":
true_seq_cursor = CursorEventSequence.from_eval_str(example["y_ref"])
true_events_absolute = AbsoluteEventSequence.from_cursor(true_seq_cursor, width, width).events
pred_seq_cursor = CursorEventSequence.from_eval_str(example["y_pred"])
pred_events_absolute = AbsoluteEventSequence.from_cursor(pred_seq_cursor, width, width).events
else:
raise Exception("Unknown or unsupported mode: {}".format(mode))
bmpmaker.process_commands(true_events_absolute)
true_bitmap = np.array(bmpmaker.bitmap)
bmpmaker.clear()
bmpmaker.process_commands(pred_events_absolute)
pred_bitmap = np.array(bmpmaker.bitmap)
hamming = evaluate(true_bitmap, pred_bitmap)
example["hamming_distance"] = hamming
updated_data.append(example)
ctr += 1
if ctr % 500 == 0:
print "Progress: %d" % ctr
return updated_data
def convert_commands_to_bitmap(bmpmaker, commands_str, mode):
bmpmaker.clear()
if mode == "relative":
rel_seq = RelativeEventSequence.from_eval_str(commands_str)
abs_seq = AbsoluteEventSequence.from_relative(rel_seq, bmpmaker.shape()[0], bmpmaker.shape()[1])
elif mode == "cursor":
cur_seq = CursorEventSequence.from_eval_str(commands_str)
abs_seq = AbsoluteEventSequence.from_cursor(cur_seq, bmpmaker.shape()[0], bmpmaker.shape()[1])
bmpmaker.process_commands(abs_seq.events)
return (bmpmaker.bitmap.copy(), bmpmaker.ordered_actions)
def update_json(inp_data, mode):
updated_data = []
ctr = 0
for example in inp_data:
bmpmaker.clear()
if mode == "relative":
true_seq_relative = RelativeEventSequence.from_eval_str(
example["y_ref"])
true_events_absolute = AbsoluteEventSequence.from_relative(
true_seq_relative, width, width).events
pred_seq_relative = RelativeEventSequence.from_eval_str(
example["y_pred"])
pred_events_absolute = AbsoluteEventSequence.from_relative(
pred_seq_relative, width, width).events
elif mode == "cursor":
true_seq_cursor = CursorEventSequence.from_eval_str(
example["y_ref"])
true_events_absolute = AbsoluteEventSequence.from_cursor(
true_seq_cursor, width, width).events
pred_seq_cursor = CursorEventSequence.from_eval_str(
example["y_pred"])
pred_events_absolute = AbsoluteEventSequence.from_cursor(
pred_seq_cursor, width, width).events
else:
raise Exception("Unknown or unsupported mode: {}".format(mode))
bmpmaker.process_commands(true_events_absolute)
true_bitmap = np.array(bmpmaker.bitmap)
bmpmaker.clear()
bmpmaker.process_commands(pred_events_absolute)
pred_bitmap = np.array(bmpmaker.bitmap)
hamming = evaluate(true_bitmap, pred_bitmap)
example["hamming_distance"] = hamming
updated_data.append(example)
ctr += 1
if ctr % 500 == 0:
print "Progress: %d" % ctr
return updated_data
def convert_commands_to_image_sequence(bmpmaker, imgmaker, commands_str, fprefix, mode):
bmpmaker.clear()
if mode == "relative":
rel_seq = RelativeEventSequence.from_eval_str(commands_str)
abs_seq = AbsoluteEventSequence.from_relative(rel_seq, bmpmaker.shape()[0], bmpmaker.shape()[1])
elif mode == "cursor":
cur_seq = CursorEventSequence.from_eval_str(commands_str)
abs_seq = AbsoluteEventSequence.from_cursor(cur_seq, bmpmaker.shape()[0], bmpmaker.shape()[1])
imgmaker.save_bitmap(bmpmaker.bitmap, "{}{:04d}.gif".format(fprefix,0))
for i,c in enumerate(abs_seq.events):
bmpmaker.process_command(c)
imgmaker.save_bitmap(bmpmaker.bitmap, "{}{:04d}.gif".format(fprefix,i+1))
def convert_commands_to_image_sequence(bmpmaker, imgmaker, commands_str,
fprefix, mode):
bmpmaker.clear()
if mode == "relative":
rel_seq = RelativeEventSequence.from_eval_str(commands_str)
abs_seq = AbsoluteEventSequence.from_relative(rel_seq,
bmpmaker.shape()[0],
bmpmaker.shape()[1])
elif mode == "cursor":
cur_seq = CursorEventSequence.from_eval_str(commands_str)
abs_seq = AbsoluteEventSequence.from_cursor(cur_seq,
bmpmaker.shape()[0],
bmpmaker.shape()[1])
imgmaker.save_bitmap(bmpmaker.bitmap, "{}{:04d}.gif".format(fprefix, 0))
for i, c in enumerate(abs_seq.events):
bmpmaker.process_command(c)
imgmaker.save_bitmap(bmpmaker.bitmap,
"{}{:04d}.gif".format(fprefix, i + 1))