[s11] alpha

s11.py

@@ -1,35 +1,135 @@
 # -*- coding: utf-8 -*-
 #!/usr/bin/env python
 from __future__ import absolute_import, print_function
+import os
 import sys
+import csv
 import getopt
-import time
+from base import RAW_DIR, TARGET_DIR, create_csv
 
+OCT_RAW_DIR = os.path.join(RAW_DIR, '..', 'oct')
+verbose = False
+writefile = False
 
 
+def get_keyword_level(ksearch=None):
+    '''
+    if ksearch is none will return dict with all K_search
+    '''
+    groupy = {}
+    with open(os.path.join(OCT_RAW_DIR, 'keyword_level.csv'), 'rU') as f:
+        rows = csv.reader(f)
+        for row in rows:
+            if row[1] not in groupy:
+                groupy[row[0]] = row
+    if ksearch and ksearch in groupy:
+        return groupy[ksearch]
+    else:
+        return groupy
 
 
+def get_keyword_weight(ksearch=None):
+    '''
+    if ksearch is none will return dict with all K_search
+    '''
+    groupy = {}
+    with open(os.path.join(OCT_RAW_DIR, 'keyword_weight.csv'), 'rU') as f:
+        rows = csv.reader(f)
+        for row in rows:
+            if row[1] not in groupy:
+                groupy[row[0]] = row
+    if ksearch and ksearch in groupy:
+        return groupy[ksearch]
+    else:
+        return groupy
 
 
+def get_s10_result(model, rtype):
+    s10_fname = '%s-%s.csv' % (model, rtype)
+    filepath = os.path.join(TARGET_DIR, 'part10', s10_fname)
+    if not os.path.exists(filepath):
+        print("S10's output file not found")
+        sys.exit(2)
+        ## TODO: this should force getting live data instead of throw error
+
+    new_data = []
+    with open(filepath, 'rb') as f:
+        new_data = [row for row in csv.reader(f)]
+    return new_data
+
+
+def processingS11(model, rtype, ksearch):
+    s10_data = get_s10_result(model, rtype)
+
+    if not s10_data:
+        print('[s10] zero record. Thus, no output for s11.')
+        sys.exit()
+    ## get keyword data
+    level = get_keyword_level(ksearch)
+    weight = get_keyword_weight(ksearch)
 
+    a2s = [(s[:1] + s[35:]) for s in s10_data]
+    # * by kw_weight and + with kw_level
+    result = []
+    for i in a2s:
+        ### replace '' (blank) with 0 zero too
+        data_only = [_ or 0 for _ in i[1:]]
+        w_only = [_ or 0 for _ in weight[1:]]
+        l_only = [_ or 0 for _ in level[1:]]
+
+        ### [s11] (2) & (3)
+        zipped_list = zip(data_only, w_only, l_only)
+        multiply_n_add = [(float(_[0])*float(_[1]))+float(_[2]) for _ in zipped_list]
+        result.append(i[:1]+multiply_n_add)
+
+    ## concat with s10_data
+    finale = []
+    for i in xrange(0, len(result)):
+        if verbose:
+            print(','.join([('%s' % k if k != 0 else '-') for k in result[i]]))
+        finale.append(
+            s10_data[i]+result[i][1:]
+        )
+
+    if writefile:
+        output_name = '%s-%s-%s.csv' % (model, rtype, ksearch)
+        create_csv(output_name, finale, directory='part11')
 
 
 def usage():
-    print('Help:')
+    print(
+        '''Help:
+    [opts]
+    -m, --model     Model Name [4-char]
+    -r, --rtype     R_Type [1-4]
+    -k, --ksearch   K_search [a-s]
+    -v              verbose
+    -w              write output to file
+Usage:
+    $ python s11.py [opts] [value]
+Example:
+    $ python s11.py -mCFHD -r3 -kA
+    $ python s11.py -mCFHD -r3 -kB -v               << show more information
+    $ python s11.py -m CFHD -r 3 -k B -v             << same as above
+    $ python s11.py -m CFHD -r 3 -k F -w     << write output file too.
+    $ python s11.py -mCFHD -r3 -k C -vw      << show more information & output file.
+    ''')
 
 
 def main():
-    override = False
     try:
-        opts, args = getopt.getopt(sys.argv[1:], 'm:r:k:v', ['model=', 'rtype=', 'ksearch='])
+        opts, args = getopt.getopt(sys.argv[1:], 'm:r:k:vw', ['model=', 'rtype=', 'ksearch='])
     except getopt.GetoptError:
         usage()
         sys.exit(2)
-    verbose = False
     model_value = rtype_value = k_value = None
     for opt, arg in opts:
         if opt == "-v":
+            global verbose
             verbose = True
+        elif opt == "-w":
+            global writefile
+            writefile = True
         elif opt in ('-m', '--model'):
             ## TODO: filter model availabel and throw exception if invalid
             if len(arg) != 4:
@@ -51,8 +151,11 @@ def main():
         usage()
         sys.exit(2)
 
-    print('model: %s | r_type: %s | k_search: %s | verbose: %s' % (
-        model_value, rtype_value, k_value, verbose))
+    print('[s11] model: %s | r_type: %s | k_search: %s' % (
+        model_value, rtype_value, k_value))
+
+    processingS11(model_value, rtype_value, k_value)
+
 
 if __name__ == '__main__':
     main()