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authorPatrick Simianer <p@simianer.de>2013-11-13 18:12:10 +0100
committerPatrick Simianer <p@simianer.de>2013-11-13 18:12:10 +0100
commitd6e6babf2cfe49fed040b651624b7e34d1a9b507 (patch)
tree2a00ab18f10a7f93e7e172551c01b48cc9f20b8c /realtime/rt/decoder.py
parent2d2d5eced93d58bc77894d8c328195cd9950b96d (diff)
parent8a24bb77bc2e9fd17a6f6529a2942cde96a6af49 (diff)
merge w/ upstream
Diffstat (limited to 'realtime/rt/decoder.py')
-rw-r--r--realtime/rt/decoder.py63
1 files changed, 52 insertions, 11 deletions
diff --git a/realtime/rt/decoder.py b/realtime/rt/decoder.py
index 0a202fae..ed45c248 100644
--- a/realtime/rt/decoder.py
+++ b/realtime/rt/decoder.py
@@ -1,39 +1,80 @@
import logging
import os
import subprocess
+import threading
import util
+logger = logging.getLogger('rt.decoder')
+
class Decoder:
- def close(self):
+ def close(self, force=False):
+ if not force:
+ self.lock.acquire()
self.decoder.stdin.close()
+ self.decoder.wait()
+ if not force:
+ self.lock.release()
- def decode(self, sentence, grammar):
- input = '<seg grammar="{g}">{s}</seg>\n'.format(s=sentence, g=grammar)
+ def decode(self, sentence, grammar=None):
+ '''Threadsafe, FIFO'''
+ self.lock.acquire()
+ input = '<seg grammar="{g}">{s}</seg>\n'.format(s=sentence, g=grammar) if grammar else '{}\n'.format(sentence)
self.decoder.stdin.write(input)
- return self.decoder.stdout.readline().strip()
+ hyp = self.decoder.stdout.readline().strip()
+ self.lock.release()
+ return hyp
class CdecDecoder(Decoder):
-
+
def __init__(self, config, weights):
- cdec_root = os.path.dirname(os.path.dirname(os.path.dirname(__file__)))
+ cdec_root = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
decoder = os.path.join(cdec_root, 'decoder', 'cdec')
decoder_cmd = [decoder, '-c', config, '-w', weights]
- logging.info('Executing: {}'.format(' '.join(decoder_cmd)))
+ logger.info('Executing: {}'.format(' '.join(decoder_cmd)))
self.decoder = util.popen_io(decoder_cmd)
+ self.lock = util.FIFOLock()
class MIRADecoder(Decoder):
def __init__(self, config, weights):
- cdec_root = os.path.dirname(os.path.dirname(os.path.dirname(__file__)))
+ cdec_root = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
mira = os.path.join(cdec_root, 'training', 'mira', 'kbest_cut_mira')
# optimizer=2 step=0.001 best=500, k=500, uniq, stream
mira_cmd = [mira, '-c', config, '-w', weights, '-o', '2', '-C', '0.001', '-b', '500', '-k', '500', '-u', '-t']
- logging.info('Executing: {}'.format(' '.join(mira_cmd)))
+ logger.info('Executing: {}'.format(' '.join(mira_cmd)))
self.decoder = util.popen_io(mira_cmd)
+ self.lock = util.FIFOLock()
+
+ def get_weights(self):
+ '''Threadsafe, FIFO'''
+ self.lock.acquire()
+ self.decoder.stdin.write('WEIGHTS ||| WRITE\n')
+ weights = self.decoder.stdout.readline().strip()
+ self.lock.release()
+ return weights
+
+ def set_weights(self, w_line):
+ '''Threadsafe, FIFO'''
+ self.lock.acquire()
+ try:
+ # Check validity
+ for w_str in w_line.split():
+ (k, v) = w_str.split('=')
+ float(v)
+ self.decoder.stdin.write('WEIGHTS ||| {}\n'.format(w_line))
+ self.lock.release()
+ except:
+ self.lock.release()
+ raise Exception('Invalid weights line: {}'.format(w_line))
+
def update(self, sentence, grammar, reference):
- input = '<seg grammar="{g}">{s}</seg> ||| {r}\n'.format(s=sentence, g=grammar, r=reference)
+ '''Threadsafe, FIFO'''
+ self.lock.acquire()
+ input = 'LEARN ||| <seg grammar="{g}">{s}</seg> ||| {r}\n'.format(s=sentence, g=grammar, r=reference)
self.decoder.stdin.write(input)
- return self.decoder.stdout.readline().strip()
+ log = self.decoder.stdout.readline().strip()
+ self.lock.release()
+ return log