def m_chart_insight(entity_id = None, page = 1, page_size = 6, type = 0):
res_list = []
chart_op = _get_chart_operation_before_as_of_date(datetime.datetime.utcnow())
s = Structure.query.filter_by(entity_id = entity_id).first()
charts_factory = ChartFactory()
charts_dict = get_config_dict()
if not entity_id:
# get the intelligent charts of the whole assets
charts, total_number = chart_op.get_charts_by_page(chart_op.shown_chart_names, page, page_size)
else:
# get the intelligent charts of the entity
shown_chart_names = chart_op.single_entity_dict.get(int(entity_id), chart_op.shown_chart_names)
charts, total_number = chart_op.get_charts_by_page(shown_chart_names, page, page_size)
for chart_id, data in charts.items():
chart = charts_factory.get_chart_instance_with_refection(data)
try:
chart.transformation(data)
except Exception as e:
print(data['type'])
res_dict = {}
res_dict['id'] = chart_id
res_dict['title'] = data['title']
res_dict['summary'] = data['narrative']
res_dict['chartData'] = chart.as_dict()
res_list.append(res_dict)
return res_list
def get_chart_details(chart_id, entity_id, page, page_size, as_of_date = None, boolean_related_charts = True, history_charts = None):
def _get_related_charts(chart_data, as_of_date, chart_id, history_charts = None):
related_charts = chart_data.get('related_charts')
if related_charts and history_charts:
related_charts = [ chart for chart in related_charts if chart not in history_charts ]
# print("*** ", related_charts, " ***")
charts_list = []
chart_op = _get_chart_operation_before_as_of_date(as_of_date)
charts_factory = ChartFactory()
for chart_id in related_charts[:10]:
data = chart_op.get_charts_details(chart_id)
chart = charts_factory.get_chart_instance_with_refection(data)
try:
chart.transformation(data)
except Exception as e:
print(data.get('type'))
charts_list.append({
'chart_id': chart_id,
'chart_data':chart.as_dict(),
})
return charts_list
as_of_date = _get_as_of_date_from_chart_id(chart_id)
res = {}
chart_op = _get_chart_operation_before_as_of_date(as_of_date)
data = chart_op.get_charts_details(chart_id)
charts_factory = ChartFactory()
chart = charts_factory.get_chart_instance_with_refection(data)
try:
chart.transformation(data)
except Exception as e:
print(data.get('type'))
res['chartData'] = chart.as_dict()
res['chartData']['chart_id'] = chart_id
if boolean_related_charts:
if history_charts == None:
history_charts = []
try:
history_charts.index(chart_id)
except ValueError as e:
history_charts.append(chart_id)
res['relatedCharts'] = _get_related_charts(data, as_of_date, chart_id, history_charts)
if entity_id:
res['entityName'] = Entity.query.get(entity_id).name
else:
res['entityName'] = None
return res
def get_intelligent_chart_list(entity_id, level, page, page_size, _type, as_of_date):
def _intersection_of_list(list_a, list_b):
return [ element for element in list_a if element in list_b ]
chart_op = _get_chart_operation_before_as_of_date(as_of_date)
if entity_id:
# get the intelligent charts of the entity
shown_chart_names = chart_op.get_themecharts(_type.lower())
entity_shown_chart_names = chart_op.single_entity_dict.get(entity_id, chart_op.shown_chart_names)
#list(OrderedSet(entity_shown_chart_names).intersection(OrderedSet(shown_chart_names)))
chart_names = _intersection_of_list(entity_shown_chart_names, shown_chart_names)
charts, total_number = chart_op.get_charts_by_page(chart_names, page, page_size)
elif level:
shown_chart_names = chart_op.get_themecharts(_type.lower())
level_shown_chart_names = chart_op.crossEntityDict.get(level, chart_op.shown_chart_names)
# chart_names = list(OrderedSet(level_shown_chart_names).intersection(OrderedSet(shown_chart_names)))
chart_names = _intersection_of_list(level_shown_chart_names, shown_chart_names)
charts, total_number = chart_op.get_charts_by_page(chart_names, page, page_size)
else:
# get the intelligent charts of the whole assets
shown_chart_names = chart_op.get_themecharts(_type.lower())
# chart_names = list(OrderedSet(chart_op.shown_chart_names).intersection(OrderedSet(shown_chart_names)))
chart_names = _intersection_of_list(chart_op.shown_chart_names, shown_chart_names)
charts, total_number = chart_op.get_charts_by_page(chart_names, page, page_size)
res = {}
charts_list = []
charts_factory = ChartFactory()
charts_dict = get_config_dict()
for chart_id, data in charts.items():
if data['type'] in charts_dict.keys():
chart = charts_factory.get_chart_instance_with_refection(data)
if chart_id == '2017_12_F00041_all_0_Strategy 3':
print(data)
try:
chart.transformation(data)
except Exception as e:
print(data['type'])
charts_list.append({
'chart_id': chart_id,
'chart_data':chart.as_dict()
})
else:
print(data)
res['charts'] = charts_list
res['totalNumber'] = total_number
res['page'] = page
return res
def m_get_chart_details(chart_id):
charts_dict = get_config_dict()
charts_factory = ChartFactory()
chart_op = _get_chart_operation_before_as_of_date(datetime.datetime.utcnow())
data = chart_op.get_charts_details(chart_id)
chart = charts_factory.get_chart_instance_with_refection(data)
try:
chart.transformation(data)
except Exception as e:
print(data.get('type'))
return {
'chart_id': chart_id,
'chart_data':chart.as_dict()
}
def get_chart_type_data(type):
chart_op = _get_chart_operation_before_as_of_date(datetime.datetime.utcnow())
data = chart_op.get_typechart(type)
# print(data)
# data = data['2017_06_F00093_S2BC_INTLSH_INTLSHAC_SUQ1']
charts_factory = ChartFactory()
chart = charts_factory.get_chart_instance_with_refection(data)
try:
chart.transformation(data)
except Exception as e:
print(e)
res = chart.as_dict()
# res['chart_id'] = chart_id
return res
def get_chart_details_without_additional_info(chart_id, as_of_date):
if not as_of_date:
as_of_date = _get_as_of_date_from_chart_id(chart_id)
res = {}
chart_op = _get_chart_operation_before_as_of_date(as_of_date)
data = chart_op.get_charts_details(chart_id)
charts_factory = ChartFactory()
chart = charts_factory.get_chart_instance_with_refection(data)
try:
chart.transformation(data)
except Exception as e:
print(data.get('type'))
res = chart.as_dict()
res['chart_id'] = chart_id
return res
def _get_related_charts(chart_data, as_of_date, chart_id, history_charts = None):
related_charts = chart_data.get('related_charts')
if related_charts and history_charts:
related_charts = [ chart for chart in related_charts if chart not in history_charts ]
# print("*** ", related_charts, " ***")
charts_list = []
chart_op = _get_chart_operation_before_as_of_date(as_of_date)
charts_factory = ChartFactory()
for chart_id in related_charts[:10]:
data = chart_op.get_charts_details(chart_id)
chart = charts_factory.get_chart_instance_with_refection(data)
try:
chart.transformation(data)
except Exception as e:
print(data.get('type'))
charts_list.append({
'chart_id': chart_id,
'chart_data':chart.as_dict(),
})
return charts_list