update,

task1-optimized/app/notebook/utils/Statistics.py

@@ -0,0 +1,132 @@
+#!/usr/bin/env python3
+
+import os,sys,json
+from pprint import pprint
+
+def distillRecent8Results(json_manifest, competitionName="Belgian Division 1"):
+    # distill results
+    json_manifest['statistics']['distilledRecent8Results'] = {}
+    json_manifest_distilled = json_manifest['statistics']['distilledRecent8Results']
+    json_manifest_distilled['homeTeam'] = []
+    distilled_homeTeam = json_manifest_distilled['homeTeam']
+    json_manifest_distilled['awayTeam'] = []
+    distilled_awayTeam = json_manifest_distilled['awayTeam']
+
+    recent8Results = json_manifest['recentfrom-information.json']['recent8Results']
+    recent8ResultsHomeTeam = json_manifest['recentfrom-information-home-team.json']['recent8Results']
+    recent8ResultsAwayTeam = json_manifest['recentfrom-information-away-team.json']['recent8Results']
+
+    homeTeam = recent8ResultsHomeTeam['homeTeam']
+    for result in homeTeam:
+        if result['competitionName'] == competitionName and result['homeOrAway'] == "H":
+            if (len(distilled_homeTeam)) < 5:
+              distilled_homeTeam.append(result)
+
+    awayTeam = recent8ResultsAwayTeam['awayTeam']
+    for result in awayTeam:
+        if result['competitionName'] == competitionName and result['homeOrAway'] == "A":
+            if (len(distilled_awayTeam)) < 5:
+              distilled_awayTeam.append(result)
+
+def lookupPositionByTeamName(json_manifest, teamNameToCheck):
+    standings_info = json_manifest['tournament/standings.json']['info']
+    for standing in standings_info:
+        if standing['teamName'] == teamNameToCheck:
+            return standing['teamRank']
+
+    raise Exception(teamNameToCheck)
+    return -99
+
+def countTotalStandingTeam(json_manifest):
+    standings_info = json_manifest['tournament/standings.json']['info']
+
+    return len(standings_info)
+
+def getTopBottomWinningAndLoseing(json_manifest, competitionName):
+    json_manifest['statistics'] = {}
+    json_manifest['statistics']['top_bottom_winning_losing'] = {}
+    result = json_manifest['statistics']['top_bottom_winning_losing']
+
+    # get statistics
+    result['home_top_win_count'] = 0
+    result['home_top_draw_count'] = 0
+    result['home_top_loss_count'] = 0
+    result['home_bottom_win_count'] = 0
+    result['home_bottom_draw_count'] = 0
+    result['home_bottom_loss_count'] = 0
+
+    result['away_top_win_count'] = 0
+    result['away_top_draw_count'] = 0
+    result['away_top_loss_count'] = 0
+    result['away_bottom_win_count'] = 0
+    result['away_bottom_draw_count'] = 0
+    result['away_bottom_loss_count'] = 0
+
+    # filter all non same tournament
+    distillRecent8Results(json_manifest, competitionName)
+
+    json_manifest_distilled = json_manifest['statistics']['distilledRecent8Results']
+    json_manifest_distilled_homeTeam = json_manifest_distilled['homeTeam']
+    json_manifest_distilled_awayTeam = json_manifest_distilled['awayTeam']
+
+    all_team_count = countTotalStandingTeam(json_manifest)
+    json_manifest_distilled['allTeamCount'] = all_team_count
+
+    for entry in json_manifest_distilled_homeTeam:
+        oppTeamName = entry['oppTeamName']
+        pos = lookupPositionByTeamName(json_manifest, oppTeamName)
+        pos = int(pos)
+        entry['pos'] = pos
+
+        if (pos <= (all_team_count / 2)):
+            # count home top winning
+            if entry['fullTimeResult'] == 'W':
+                result['home_top_win_count'] += 1
+            # count home top draw
+            if entry['fullTimeResult'] == 'D':
+                result['home_top_draw_count'] += 1
+            # count home top losing
+            if entry['fullTimeResult'] == 'L':
+                result['home_top_loss_count'] += 1
+        else:
+            # count home bottom winning
+            if entry['fullTimeResult'] == 'W':
+                result['home_bottom_win_count'] += 1
+            # count home bottom draw
+            if entry['fullTimeResult'] == 'D':
+                result['home_bottom_draw_count'] += 1
+            # count home bottom losing
+            if entry['fullTimeResult'] == 'L':
+                result['home_bottom_loss_count'] += 1
+
+    for entry in json_manifest_distilled_awayTeam:
+        oppTeamName = entry['oppTeamName']
+        pos = lookupPositionByTeamName(json_manifest, oppTeamName)
+        pos = int(pos)
+        entry['pos'] = pos
+
+        if (pos <= (all_team_count / 2)):
+            # count away top winning
+            if entry['fullTimeResult'] == 'W':
+                result['away_top_win_count'] += 1
+
+            # count away top draw
+            if entry['fullTimeResult'] == 'D':
+                result['away_top_draw_count'] += 1
+
+            # count away top losing
+            if entry['fullTimeResult'] == 'L':
+                result['away_top_loss_count'] += 1
+        else:
+            # count away bottom winning
+            if entry['fullTimeResult'] == 'W':
+                result['away_bottom_win_count'] += 1
+            # count away bottom draw
+            if entry['fullTimeResult'] == 'D':
+                result['away_bottom_draw_count'] += 1
+            # count away bottom losing
+            if entry['fullTimeResult'] == 'L':
+                result['away_bottom_loss_count'] += 1
+
+def helloworld():
+    print("helloworld")