def main(file_path):
# Validate raw data path
if not os.path.exists(file_path):
LOG_ERROR('Could not find file: {}'.format(file_path))
return
# Validate raw data file type
if not file_path.endswith('.json'):
LOG_ERROR('File path must be a json file')
return
# Parse JSON
with open(file_path, encoding='utf-8') as f:
LOG_INFO('Parsing JSON file: {}'.format(file_path))
json_archive = json.load(f)
if not 'conversation_state' in json_archive.keys():
LOG_ERROR('Could not find `conversation_state` in file {}'.format(
file_path))
return
# Parse each conversation
for state in json_archive['conversation_state']:
conv = Conversation(state)
conv.parse()
conv.print_summary()
conv.serialize()
LOG_INFO('Finished parsing conversations!')
def main(file_path):
# Validate raw data path
if not os.path.exists(file_path):
LOG_ERROR('Could not find file: {}'.format(file_path))
return
# Validate raw data file type
if not file_path.endswith('.pkl'):
LOG_ERROR('File path must be a pickle file')
return
with open(file_path, 'rb') as f:
LOG_INFO('Parsing pickle file: {}'.format(file_path))
conversation = pickle.load(f)
LOG_INFO('Found conversation: {}'.format(conversation['conversation_name']))
df = pd.DataFrame(conversation['messages'])
df.columns = ['Timestamp', 'Type', 'Participant']
# df['Datetime'] = pd.to_datetime(df['Timestamp'])
df['Datetime'] = df['Timestamp'].apply(lambda x:
datetime.datetime.fromtimestamp(float(x)).toordinal())
histogram = ggplot.ggplot(df, ggplot.aes(x='Datetime', fill='Participant')) \
+ ggplot.geom_histogram(alpha=0.6, binwidth=2) \
+ ggplot.scale_x_date(labels='%b %Y') \
+ ggplot.ggtitle(conversation['conversation_name']) \
+ ggplot.ylab('Number of messages') \
+ ggplot.xlab('Date')
print(histogram)
def createComponent(self, alias, type, props=None):
if not g_guiCache.isComponent(alias):
type = g_guiCache.getCustomizedType(type)
if g_guiCache.isTypeValid(type):
g_guiCache.create(alias, type, props)
g_guiViews.create(alias, type, props)
else:
LOG_ERROR("Invalid type of component '%s'!" % alias)
else:
LOG_ERROR("Component '%s' already exists!" % alias)
def createComponent(self, alias, type, props=None):
if not g_guiCache.isComponent(alias):
type = g_guiCache.getCustomizedType(type)
if g_guiCache.isTypeValid(type):
g_guiCache.create(alias, type, props)
g_guiViews.create(alias, type, props)
else:
LOG_ERROR('GUIFlash :',
'Invalid type of component "%s"!' % alias)
else:
LOG_ERROR('GUIFlash :', 'Component "%s" already exists!' % alias)
def deleteComponent(self, alias):
if g_guiCache.isComponent(alias):
g_guiCache.delete(alias)
g_guiViews.delete(alias)
else:
LOG_ERROR('GUIFlash :', 'Component "%s" not found!' % alias)
def deleteComponent(self, alias):
if g_guiCache.isComponent(alias):
g_guiCache.delete(alias)
g_guiViews.delete(alias)
else:
LOG_ERROR("Component '%s' not found" % alias)
def updateComponent(self, alias, props, params=None):
if g_guiCache.isComponent(alias):
g_guiCache.update(alias, props)
g_guiViews.update(alias, props, params)
else:
LOG_ERROR("Component '%s' not found!" % alias)