def get_team_attr_rankings_page(global_config, comp, attr_name): global_config['logger'].debug( 'GET Team Attribute Rankings' ) session = DbSession.open_db_session(global_config['db_name']) attrdef_filename = './config/' + global_config['attr_definitions'] attr_definitions = AttributeDefinitions.AttrDefinitions() attr_definitions.parse(attrdef_filename) attr = attr_definitions.get_definition(attr_name) try: stat_type = attr['Statistic_Type'] except: stat_type = 'Total' web.header('Content-Type', 'application/json') result = [] result.append('{ "rankings": [\n') team_rankings = DataModel.getTeamAttributesInRankOrder(session, comp, attr_name, False) for team in team_rankings: if stat_type == 'Average': value = int(team.cumulative_value/team.num_occurs) else: value = int(team.cumulative_value) data_str = '{ "team": %d, "value": %d }' % (team.team,value) result.append(data_str) result.append(',\n') if len(team_rankings) > 0: result = result[:-1] result.append('\n') result.append(']}') return ''.join(result)
def get_team_attr_rankings_json(global_config, comp=None, attr_name=None): global_config['logger'].debug( 'GET Team Attribute Rankings Json' ) store_data_to_file = False if comp == None: comp = global_config['this_competition'] + global_config['this_season'] season = global_config['this_season'] else: season = WebCommonUtils.map_comp_to_season(comp) session = DbSession.open_db_session(global_config['db_name'] + season) attrdef_filename = WebCommonUtils.get_attrdef_filename(comp=comp) attr_definitions = AttributeDefinitions.AttrDefinitions() attr_definitions.parse(attrdef_filename) attr_def = attr_definitions.get_definition(attr_name) try: stat_type = attr_def['Statistic_Type'] except: stat_type = 'Total' web.header('Content-Type', 'application/json') result = [] result.append('{ "attr_name" : "%s",\n' % attr_name) # add the columns bases on the attribute definition type result.append(' "columns" : [\n') result.append(' { "sTitle": "Team" }') result.append(',\n') columns = [] if attr_def['Type'] == 'Map_Integer': map_values = attr_def['Map_Values'].split(':') for map_value in map_values: item_name = map_value.split('=')[0] columns.append(item_name) result.append(' { "sTitle": "%s" }' % item_name) result.append(',\n') result = result[:-1] result.append('\n') result.append(' ],\n') if stat_type == 'Average': team_rankings = DataModel.getTeamAttributesInAverageRankOrder(session, comp, attr_name) else: team_rankings = DataModel.getTeamAttributesInRankOrder(session, comp, attr_name) result.append(' "rankings" : [\n') for team_attr in team_rankings: data_str = ' [ %d,' % team_attr.team value_dict = DataModel.mapAllValuesToDict(attr_def, team_attr.all_values) for column in columns: try: value = value_dict[column] except: value = 0 data_str += ' %d,' % value data_str = data_str.rstrip(',') data_str += ' ]' result.append(data_str) result.append(',\n') if len(team_rankings) > 0: result = result[:-1] result.append('\n') result.append(' ]\n}') json_str = ''.join(result) if store_data_to_file is True: try: file_name = 'attrrankings_%s' % attr_name FileSync.put( global_config, '%s/EventData/%s.json' % (comp,file_name), 'text', json_str) except: raise session.remove() return json_str
def get_team_rankings_json(global_config, season, event, attr_filters=[], filter_name=None, thumbnails = False, store_json_file=False): global_config['logger'].debug( 'GET Team Rankings Json' ) store_data_to_file = False comp = WebCommonUtils.map_event_code_to_comp(event, season) session = DbSession.open_db_session(global_config['db_name'] + season) result = [] result.append('{ "rankings": [\n') rank_added = False if len(attr_filters) == 0: team_rankings = DataModel.getTeamsInRankOrder(session, comp, False) for team in team_rankings: # round the score to an integer value team.score = float(int(team.score)) if team.score > 0: thumbnails_snippet = '' if thumbnails: thumbnails_snippet = ',\n' + get_team_scouting_thumbnails_json_snippet(global_config, comp, str(team.team)) result.append( ' { "score": %0.1f, "competition": "%s", "team": %d%s }' % (team.score, comp, team.team,thumbnails_snippet)) result.append(',\n') rank_added = True else: # we'll need the attribute definitions in order to retrieve the correct attribute value # and attribute weighting attrdef_filename = WebCommonUtils.get_attrdef_filename(comp=comp) attr_definitions = AttributeDefinitions.AttrDefinitions(global_config) attr_definitions.parse(attrdef_filename) team_rank_dict = dict() for attr_filter in attr_filters: try: attr_name, attr_value = attr_filter.split('=') except: attr_name = attr_filter attr_value = None attr_def = attr_definitions.get_definition(attr_name) if attr_value is None: team_rankings = DataModel.getTeamAttributesInRankOrder(session, comp, attr_name, False) for team in team_rankings: try: stat_type = attr_def['Statistic_Type'] except: stat_type = 'Total' weight = int(float(attr_def['Weight'])) if stat_type == 'Average': score = int(team.cumulative_value/team.num_occurs*weight) else: score = int(team.cumulative_value*weight) try: team_rank_dict[team.team] += score except: team_rank_dict[team.team] = score else: team_rankings = DataModel.getTeamAttributesWithValue(session, comp, attr_name, attr_value, False) for team in team_rankings: score = team.all_values.count(attr_value) try: team_rank_dict[team.team] += score except: team_rank_dict[team.team] = score sorted_team_rank = sorted(team_rank_dict.items(), key=operator.itemgetter(1)) for team, score in sorted_team_rank: # round the score to an integer value score = float(int(score)) if score > 0: thumbnails_snippet = '' if thumbnails: thumbnails_snippet = ',\n' + get_team_scouting_thumbnails_json_snippet(global_config, comp, str(team)) result.append( ' { "score": %0.1f, "competition": "%s", "team": %d%s }' % (score, comp, team, thumbnails_snippet)) result.append(',\n') rank_added = True if rank_added == True: result = result[:-1] result.append(']}') json_str = ''.join(result) if store_json_file is True: try: if filter_name is None: file_name = 'scoutingrankings' else: file_name = 'scoutingrankings_%s' % filter_name FileSync.put( global_config, '%s/EventData/%s.json' % (comp,file_name), 'text', json_str) except: raise session.remove() return json_str