def get_teams_report():
""" produce a compared report of TOP 24 teams by:
1. Total PPG
a. Shooting PPG (with top / bottom amount)
b. Crossings PPG (with which defences are over 75%)
c. End-Game PPG
d. Auton PPG
2. Crossing success percentage (per defense)
3. Collections per game (with floor / HP amount)
4. Defensive records
"""
def filter_and_sort(stats, argument, amount=24):
filtered_stats = [(t, s[argument]) for (t, s) in stats]
return sorted(filtered_stats, key=lambda s: s[1], reverse=True)[:24]
teams_stats = dict.fromkeys(_db_get_teams())
for team in teams_stats.keys():
try:
team_matches = _db_get_match_stats(team=team)
stats = statsmgr.run_handlers(team_matches)
except Exception, ex:
return jsonify(status='ERROR', msg=traceback.format_exc())
crossing_breakdown = {defense_stats['name']: min(float(defense_stats['successful']), 2) for defense_stats in stats['breaching']}
shooting_ppg = float(stats['shooting']['low']['successful']) * 3 + float(stats['shooting']['high']['successful']) * 5
crossing_ppg = sum([v * 5 for v in crossing_breakdown.values()])
auton_ppg = float(stats['auton']['reach']['percentage'][:-1]) / 100 * 2 + float(stats['auton']['cross']['percentage'][:-1]) / 100 * 10 + float(stats['auton']['score']['percentage'][:-1]) / 100 * 10
end_game_ppg = float(stats['end_game']['challenge']['percentage'][:-1]) / 100 * 5 + float(stats['end_game']['scale']['percentage'][:-1]) / 100 * 15
teams_stats[team] = dict(
shooting_ppg = shooting_ppg,
crossing_breakdown = crossing_breakdown,
crossing_ppg = crossing_ppg,
auton_ppg = auton_ppg,
end_game_ppg = end_game_ppg,
total_ppg = (shooting_ppg + crossing_ppg + auton_ppg + end_game_ppg),
collections_pg = float(stats['collection']['amount']),
defencive_records = len(stats['defences'])
)
return jsonify(status='OK', teams=teams, matches=matches)
@app.route('/stats/team/<int:team_number>')
def get_team_stats(team_number):
""" gets a team's statistics """
try:
matches = _db_get_match_stats(team=team_number)
except Exception, ex:
return jsonify(status='ERROR', msg=traceback.format_exc())
if not matches:
return jsonify(status='ERROR', team_number=team_number,
msg=("No matches for team %d." % team_number))
try:
stats = statsmgr.run_handlers(matches)
except Exception, ex:
return jsonify(status='ERROR', msg=traceback.format_exc())
return jsonify(status='OK', team=team_number, stats=stats)
@app.route('/stats/id/<int:match_id>')
def get_id_stats(match_id):
""" gets a team's statistics """
try:
match = _db_get_match_stats(id=match_id)
except Exception, ex:
return jsonify(status='ERROR', msg=traceback.format_exc())
if not match:
return jsonify(status='ERROR', id=match_id,
