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