def main():
parser = OptionParser(usage="usage: %prog [options] data")
parser.add_option("-c", "--config-file",
action="store",
dest="config",
default="gold.yml",
help="Configuration file for outputs",)
parser.add_option("-o", "--output",
action="store",
dest="output",
default="filtered.csv",
help="Output file of outputs",)
(options, args) = parser.parse_args()
if len(args) != 1:
parser.error("wrong number of arguments")
try:
with open(options.config, 'r') as configFile:
config = yaml.load(configFile)
except IOError:
sys.exit("Unable to find configuration file " + options.config)
data = gyrodata.readMetadata(args[0])
metadata = extractMetadata(data, config)
output = [extractOutput(entry, metadata, config) for entry in data]
gyrodata.writeCsvData(output, options.output)
def main():
parser = OptionParser(usage="usage: %prog [options] data")
parser.add_option("-c", "--config-file",
action="store",
dest="config",
default="gold.yml",
help="Configuration file for features",)
parser.add_option("-o", "--output",
action="store",
dest="output",
default="filtered.csv",
help="Output file of features",)
(options, args) = parser.parse_args()
if len(args) != 1:
parser.error("wrong number of arguments")
config = GyroConfig.load(options.config)
data = gyrodata.readMetadata(args[0])
features = [extractFeatures(entry, config) for entry in data]
gyrodata.writeCsvData(features, options.output)
def getMetadata():
if metadataPath is None:
return None
global cachedData
if not cachedData:
data = gyrodata.readMetadata(metadataPath)
cachedData = dict(zip([e['id'] for e in data], data))
return cachedData
def main():
metapath = "../data/gyroscoper.csv"
meta = gyrodata.readMetadata(metapath)
plt.ion()
filteredMeta = meta
# filteredMeta = [entry for entry in meta if 'walk' in entry['activityFolder'] and 'waist' in entry['position'] and entry['gyrofile']]
for entry in filteredMeta:
plt.close()
plt.clf()
plotEntry(entry)
plt.show()
text = raw_input("Press enter for next one...")
if text == "q":
break
while True:
plt.close()
entry = promptForEntry(meta)
plt.clf()
plotEntry(entry)
plt.show()
def main():
parser = OptionParser(usage="usage: %prog [options] source")
parser.add_option("-c", "--config-file",
action="store",
dest="config",
default="gold.yml",
help="Configuration file for filter",)
parser.add_option("-o", "--output",
action="store",
dest="output",
default="filtered.csv",
help="Output file",)
(options, args) = parser.parse_args()
if len(args) != 1:
parser.error("wrong number of arguments")
try:
with open(options.config, 'r') as configFile:
config = yaml.load(configFile)
except IOError:
sys.exit("Unable to find configuration file " + options.config)
data = gyrodata.readMetadata(args[0])
filteredData = [entry for entry in data if isValidEntry(entry, config)]
# filter by person
if config['data-filters']['unique']:
filteredData = [group.next() for key, group in groupby(filteredData, key=itemgetter('person'))]
print("Loaded %d entries!" % (len(filteredData)))
gyrodata.writeMetadata(filteredData, options.output)