def insight_builder(insights):
# search only needed keys
# make copy of each Insight and create each insight
m_keys = (
"metric_name",
"api",
"report_name",
"objective",
"unit",
"currency",
"id",
"validator_insight_type",
)
all_keys = {}
cop = []
if isinstance(insights, dict):
if "metric_name" in insights.keys():
for key, value in insights.items():
if key in m_keys:
all_keys[key] = value
cop = copy.deepcopy(all_keys)
return print(cop)
elif isinstance(insights, list):
for insight in insights:
insight_builder(insight)
def first_check(insights):
if isinstance(insights, dict):
for key, value in insights.items():
if key == METR_SUMS:
for i in map(dict, value):
return print(f"The sums M_S is {i['sum'] + i['sum_level'] + i['sum_general']}, "
f"and average M_S is ")
else:
first_check(value)
elif isinstance(insights, list):
for insight in insights:
first_check(insight)
def all_in(insights):
if isinstance(insights, dict):
for key, value in insights.items():
if key == "entities_affected":
in_ent_aff(value)
else:
all_in(value)
if isinstance(insights, list):
for insight in insights:
all_in(insight)
return insights
def all_ins_o_in_dict(insights):
result = []
mix = {}
if isinstance(insights, dict):
for key, value in insights.items():
if key == OBJ_DICT:
mix[key] = value
result.append(mix)
return print(result)
elif isinstance(insights, list):
for insight in insights:
all_ins_o_in_dict(insight)
def replace_it(insights):
if isinstance(insights, dict):
copy_insights = insights.copy()
for key, value in insights.items():
if key == "report_name" and value == "device":
change = {"report_name": "DEVICE"}
copy_insights.update(change)
else:
replace_it(value)
return print(copy_insights)
elif isinstance(insights, list):
for insight in insights:
replace_it(insight)
def calculate_summary(insights):
if isinstance(insights, dict):
copy_insights = insights.copy()
for key, value in insights.items():
if key == "page_id" and value == "(not set)":
change = {"page_id": "None"}
copy_insights.update(change)
else:
calculate_summary(value)
return print(copy_insights)
elif isinstance(insights, list):
for insight in insights:
calculate_summary(insight)
def get_all_insobj(insights):
result_bj = []
if isinstance(insights, dict):
for key, value in insights.items():
if key == OBJ_KEY:
result_bj.append(key)
return print(f"{result_bj}") # HOW can do _1, _2 ... >??????
else:
get_all_insobj(value)
elif isinstance(insights, list):
for insight in insights:
get_all_insobj(insight)
def all_uniq(insights):
result = []
result1 = {}
if isinstance(insights, dict):
for key, value in insights.items():
if key == CAM_ID:
result1[key] = value
result.append(result1)
return print(result1)
else:
all_uniq(value)
elif isinstance(insights, list):
for insight in insights:
all_uniq(insight)
def remove_keys(insights):
if isinstance(insights, dict):
copy_insights = insights.copy()
for key, value in insights.items():
if key in UNIT_KEYS:
if value != "EUR":
del copy_insights[key]
else:
remove_keys(value)
return print(copy_insights)
elif isinstance(insights, list):
for insight in insights:
remove_keys(insight)
def summary(insights):
if isinstance(insights, dict):
for key, value in insights.items():
try:
if key == 'period' and value > 4:
insights[key] = 7
elif key == 'period' and value is None:
insights[key] = 7
if key == 'metric_sums':
for val in value:
if val['sum_general'] != 0:
if insights['api'] == 1:
val[
'summary'] = (val['sum'] * val['sum_level']
/ val['sum_general']) / insights['period']
elif insights['api'] == 2:
val[
'summary'] = (val['sum'] * val['sum_level'] ** 2
/ val['sum_general']) / insights['period']
elif insights['api'] == 3:
val[
'summary'] = (val['sum_level'] / val['sum_general']) / insights['period']
elif insights['api'] == 4:
val['summary'] = f"{(val['sum_level'] * 100) / insights['period']}"
if key == "metric_sums":
for values in value:
if values["sum_general"] != 0:
if insights["api"] == 1:
values[
"summary"
] = (values['sum'] * values['sum_level']
/ values['sum_general']) / insights['period']
elif insights["api"] == 2:
values[
"summary"
] = (values['sum'] * values['sum_level'] ** 2
/ values['sum_general']) / insights['period']
elif insights["api"] == 3:
values[
"summary"
] = f"{(values['sum_level'] / values['sum_general']) / insights['period']}"
elif insights["api"] == 4:
values[
"summary"
] = f"{(values['sum_level'] * 100) / insights['period']}"
if insights['api'] == 1:
values['summary'] = \
(values['sum'] * values['sum_level'] / values['sum_general']) / insights['period']
elif insights['api'] == 2:
values[
'summary'] = (values['sum'] * values['sum_level'] ** 2
/ values['sum_general']) / insights['period']
elif insights['api'] == 3:
values[
'summary'] = (values['sum_level'] / values['sum_general']) / insights['period']
elif insights['api'] == 4:
values['summary'] = f"{(values['sum_level'] * 100) / insights['period']}"
else:
values["summary"] = "Zero division problem!"
return print(values)
except Exception as error:
print(f'Houston we have {error}')
elif isinstance(insights, list):
for insight in insights:
summary(insight)