Created
August 26, 2016 16:31
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| from .calculateSC import * | |
| from cv2 import imread | |
| import pandas as pd | |
| from wolong.base import BasePlugin | |
| from wolong.cli import entrypoint | |
| class CalcSCPlugin(BasePlugin): # REQUIRED | |
| consumes_cols = ['filenames'] # REQUIRED | |
| provides_cols = ['SpatialCorrelation'] # REQUIRED | |
| def __init__(self, df): | |
| super(CalcSCPlugin, self).__init__(df) # REQUIRED | |
| def process(self, window_size): # TYPICAL | |
| def _helper(filenames): | |
| SC = calculateSC(filenames,spatial_correlation=True,window_size=window_size) | |
| return {'SpatialCorrelation': SC} | |
| new_df = self._df.apply(_helper) # Do some computation | |
| self.result = new_df # REQUIRED | |
| class CalcTCPlugin(BasePlugin): # REQUIRED | |
| consumes_cols = ['filenames'] # REQUIRED | |
| provides_cols = ['TemporalCorrelation'] # REQUIRED | |
| def __init__(self, df): | |
| super(CalcCPlugin, self).__init__(df) # REQUIRED | |
| def process(self, window_size): # TYPICAL | |
| def _helper(filenames): | |
| SC = calculateSC(filenames,temporal_correlation=True,window_size=window_size) | |
| return {'TemporalCorrelation': SC} | |
| new_df = self._df.apply(_helper) # Do some computation | |
| self.result = new_df # REQUIRED | |
| class CalcRenderPlugin(BasePlugin): # REQUIRED | |
| consumes_cols = ['filename'] # REQUIRED | |
| provides_cols = ['new_filenames'] # REQUIRED | |
| def __init__(self, df): | |
| super(CalcRenderPlugin, self).__init__(df) # REQUIRED | |
| def process(self): # TYPICAL | |
| # def _helper(filename_s): | |
| # input_arr = imread(filename_s) | |
| # output_arr = calculateSC(input_image) | |
| # with tempfile.mktemp(suffix=".bmp") as tfile: | |
| # imwrite(output_arr, tfile) | |
| # return {'new_filename': output_img} | |
| # new_df = self._df.apply(_helper) # Do some computation | |
| # self.result = new_df # REQUIRED | |
| pass | |
| def setargs(parser): # TYPICAL | |
| parser.add_argument('-w', '--window-size', default=5, type=int) | |
| @entrypoint(['algo', 'calc', 'SC'], args=setargs) #REQUIRED | |
| def cli_run_my_plgin(api, ns, parser): # REQUIRED | |
| plugin = CalcSCPlugin(api.cursor) # TYPICAL | |
| plugin.process() # TYPICAL | |
| api.cursor = plugin.result # TYPICAL | |
| @entrypoint(['algo', 'calc', 'TC'], args=setargs) #REQUIRED | |
| def cli_run_my_plgin(api, ns, parser): # REQUIRED | |
| plugin = CalcTCPlugin(api.cursor) # TYPICAL | |
| plugin.process(...) # TYPICAL | |
| api.cursor = plugin.result # TYPICAL | |
| @entrypoint(['algo', 'calc', 'Render'], args=setargs) #REQUIRED | |
| def cli_run_my_plgin(api, ns, parser): # REQUIRED | |
| plugin = CalcRenderPlugin(api.cursor) # TYPICAL | |
| plugin.process(...) # TYPICAL | |
| api.cursor = plugin.result # TYPICAL |
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