refactored testing suite file to no longer depend on file naming convention
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.gitignore
vendored
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DEPENDENCIES.md
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LICENSE.md
Normal file → Executable file
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README.md
Normal file → Executable file
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dejavu.cnf.SAMPLE
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dejavu/database_sql.py
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dejavu/decoder.py
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example.py
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plots/accuracy.png
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plots/blurred_lines_vertical.png
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Before Width: | Height: | Size: 296 KiB After Width: | Height: | Size: 296 KiB |
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plots/matching_time.png
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Before Width: | Height: | Size: 40 KiB After Width: | Height: | Size: 40 KiB |
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plots/spectrogram_peaks.png
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Before Width: | Height: | Size: 498 KiB After Width: | Height: | Size: 498 KiB |
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plots/spectrogram_zoomed.png
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Before Width: | Height: | Size: 405 KiB After Width: | Height: | Size: 405 KiB |
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scripts/generate-test-files.py
Normal file → Executable file
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scripts/results_dejavu.py → test.py
Normal file → Executable file
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@ -11,6 +11,8 @@ import numpy as np
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import matplotlib.pyplot as plt
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import matplotlib.pyplot as plt
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import matplotlib.animation as animation
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import matplotlib.animation as animation
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from optparse import OptionParser
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from optparse import OptionParser
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from dejavu.decoder import path_to_songname
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import ast
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#####
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#####
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### Test files are in specific format:
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### Test files are in specific format:
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@ -21,42 +23,35 @@ DEFAULT_FS = 44100
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DEFAULT_WINDOW_SIZE = 4096
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DEFAULT_WINDOW_SIZE = 4096
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DEFAULT_OVERLAP_RATIO = 0.5
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DEFAULT_OVERLAP_RATIO = 0.5
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#FIELD_SONG_ID = 'song_id'
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FIELD_SONG_NAME = 'song_name'
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FIELD_SONG_NAME = 'song_name'
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FIELD_CONFIDENCE = 'confidence'
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FIELD_CONFIDENCE = 'confidence'
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FIELD_QUERY_TIME = 'match_time'
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FIELD_QUERY_TIME = 'match_time'
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FIELD_OFFSET = 'offset'
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FIELD_OFFSET = 'offset'
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# Parse options
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# Parse options
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usage = "usage: %prog [options] DEJAVU_PATH TEST_FOLDER"
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usage = "usage: %prog [options] DEJAVU_PATH TEST_FOLDER"
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parser = OptionParser(usage=usage, version="%prog 1.1")
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parser = OptionParser(usage=usage, version="%prog 1.1")
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parser.add_option("--no-log",
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parser.add_option("--no-log",
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action="store_false",
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action="store_false",
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dest="log",
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dest="log",
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default=True,
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default=True,
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help='Disables logging'
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help='Disables logging')
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)
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parser.add_option("--log-file",
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parser.add_option("--log-file",
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dest="log_file",
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dest="log_file",
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default="results-compare.log",
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default="results-compare.log",
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metavar="LOG_FILE",
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metavar="LOG_FILE",
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help='Set the path and filename of the log file'
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help='Set the path and filename of the log file')
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)
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parser.add_option("--test-seconds",
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parser.add_option("--test-seconds",
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action="append",
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action="append",
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dest="test_seconds",
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dest="test_seconds",
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default=[],
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default=[],
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metavar="Xsec",
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metavar="Xsec",
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help='Appends seconds to test suit'
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help='Appends seconds to test suit')
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)
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parser.add_option("--results-folder",
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parser.add_option("--results-folder",
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action="store",
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action="store",
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dest="results_folder",
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dest="results_folder",
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metavar="FOLDER",
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metavar="FOLDER",
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help='Sets the path where the results are saved'
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help='Sets the path where the results are saved')
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)
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(options, args) = parser.parse_args()
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(options, args) = parser.parse_args()
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@ -72,6 +67,7 @@ if options.log == True:
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if options.results_folder != "" and options.results_folder[len(options.results_folder) - 1] != '/':
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if options.results_folder != "" and options.results_folder[len(options.results_folder) - 1] != '/':
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options.results_folder += "/"
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options.results_folder += "/"
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# ensure results folder exists
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try:
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try:
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os.stat(options.results_folder)
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os.stat(options.results_folder)
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except:
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except:
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@ -96,6 +92,11 @@ class DejavuTest (object):
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# variable match results (yes, no, invalid)
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# variable match results (yes, no, invalid)
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self.result_match = [[0 for x in xrange(self.n_columns)] for x in xrange(self.n_lines)]
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self.result_match = [[0 for x in xrange(self.n_columns)] for x in xrange(self.n_lines)]
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print "columns:", self.n_columns
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print "length of test files:", len(self.test_files)
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print "lines:", self.n_lines
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print "result_match matrix:", self.result_match
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# variable match precision (if matched in the corrected time)
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# variable match precision (if matched in the corrected time)
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self.result_matching_times = [[0 for x in xrange(self.n_columns)] for x in xrange(self.n_lines)]
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self.result_matching_times = [[0 for x in xrange(self.n_columns)] for x in xrange(self.n_lines)]
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@ -112,33 +113,23 @@ class DejavuTest (object):
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if secs == sec:
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if secs == sec:
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return i
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return i
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def get_line_id ( self,artist, song ):
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def get_line_id (self, song):
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elem = artist + " - " + song
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for i, s in enumerate(self.test_songs):
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for i, s in enumerate(self.test_songs):
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if elem == s:
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if song == s:
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return i
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return i
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self.test_songs.append(song)
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self.test_songs.append(elem)
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return len(self.test_songs) - 1
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return len(self.test_songs) - 1
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def begin(self):
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def begin(self):
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for f in self.test_files:
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for f in self.test_files:
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log_msg('--------------------------------------------------')
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log_msg('--------------------------------------------------')
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log_msg('file: %s' % f)
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log_msg('file: %s' % f)
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# get column
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# get column
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col = self.get_column_id(re.findall("[0-9]*sec",f)[0])
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col = self.get_column_id(re.findall("[0-9]*sec",f)[0])
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song = path_to_songname(f).split("_")[0] # format: XXXX_offset_length.mp3
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# get artist and song
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line = self.get_line_id (song)
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artist = re.findall("^[^\-]+",f)
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result = subprocess.check_output(["python", args[0] + "/dejavu.py", 'recognize', 'file', self.test_folder+"/"+f])
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artist = artist[0].rstrip()
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song = re.findall("\-[^\_]+",f)
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song = song[0].lstrip("- ")
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line = self.get_line_id ( artist, song)
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result = subprocess.check_output([args[0], 'recognize', 'file', self.test_folder+"/"+f])
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log_msg('RESULT: %s' % result.strip() )
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log_msg('RESULT: %s' % result.strip() )
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if result.strip() == "None":
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if result.strip() == "None":
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@ -155,20 +146,14 @@ class DejavuTest (object):
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result = result.replace("\':", '":')
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result = result.replace("\':", '":')
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result = result.replace("\',", '",')
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result = result.replace("\',", '",')
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result = json.loads(result)
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# which song did we predict?
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result = ast.literal_eval(result)
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artist_result = re.findall("^[^\-]+",result[FIELD_SONG_NAME])
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print "result", result
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artist_result = artist_result[0].rstrip()
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song_result = result["song_name"]
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song_result = re.findall("\-[^\_]+",result[FIELD_SONG_NAME])
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song_result = song_result[0].lstrip("- ")
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log_msg('artist: %s' % artist)
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log_msg('artist_result: %s' % artist_result)
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log_msg('song: %s' % song)
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log_msg('song: %s' % song)
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log_msg('song_result: %s' % song_result)
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log_msg('song_result: %s' % song_result)
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if artist_result != artist or song_result != song:
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if song_result != song:
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log_msg('invalid match')
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log_msg('invalid match')
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self.result_match[line][col] = 'invalid'
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self.result_match[line][col] = 'invalid'
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self.result_matching_times[line][col] = 0
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self.result_matching_times[line][col] = 0
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@ -176,6 +161,7 @@ class DejavuTest (object):
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self.result_match_confidence[line][col] = 0
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self.result_match_confidence[line][col] = 0
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else:
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else:
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log_msg('correct match')
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log_msg('correct match')
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print self.result_match
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self.result_match[line][col] = 'yes'
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self.result_match[line][col] = 'yes'
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self.result_query_duration[line][col] = round(result[FIELD_QUERY_TIME],3)
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self.result_query_duration[line][col] = round(result[FIELD_QUERY_TIME],3)
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self.result_match_confidence[line][col] = result[FIELD_CONFIDENCE]
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self.result_match_confidence[line][col] = result[FIELD_CONFIDENCE]
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