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final commit #28

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136 changes: 110 additions & 26 deletions python/simple_data_tool.py
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Original file line number Diff line number Diff line change
Expand Up @@ -59,7 +59,12 @@ def get_num_closed_claims(self):
Returns:
int: number of closed claims
"""
pass
claim_list = self.__claim_data
closed_claim_counter = 0
for claim in claim_list:
if claim["status"] == "Closed":
closed_claim_counter += 1
return closed_claim_counter

def get_num_claims_for_claim_handler_id(self, claim_handler_id):
"""Calculates the number of claims assigned to a specific claim handler
Expand All @@ -70,7 +75,12 @@ def get_num_claims_for_claim_handler_id(self, claim_handler_id):
Returns:
int: number of claims assigned to claim handler
"""
pass
claim_list = self.__claim_data
claim_counter = 0
for claim in claim_list:
if claim["claim_handler_assigned_id"] == claim_handler_id:
claim_counter += 1
return claim_counter

def get_num_disasters_for_state(self, state):
"""Calculates the number of disasters for a specific state
Expand All @@ -82,13 +92,19 @@ def get_num_disasters_for_state(self, state):
Returns:
int: number of disasters for state
"""
pass
disaster_list = self.__disaster_data
disaster_counter = 0
for disaster in disaster_list:
if disaster["state"] == state:
disaster_counter += 1
return disaster_counter

# endregion

# region Test Set Two

def get_total_claim_cost_for_disaster(self, disaster_id):

"""Sums the estimated cost of a specific disaster by its claims

Args:
Expand All @@ -98,8 +114,14 @@ def get_total_claim_cost_for_disaster(self, disaster_id):
float | None: estimate cost of disaster, rounded to the nearest hundredths place
returns None if no claims are found
"""

pass
claim_list = self.__claim_data
total_cost = 0
for claim in claim_list:
if claim["disaster_id"] == disaster_id:
total_cost += claim["estimate_cost"]
if total_cost:
return total_cost
return None

def get_average_claim_cost_for_claim_handler(self, claim_handler_id):
"""Gets the average estimated cost of all claims assigned to a claim handler
Expand All @@ -111,8 +133,15 @@ def get_average_claim_cost_for_claim_handler(self, claim_handler_id):
float | None : average cost of claims, rounded to the nearest hundredths place
or None if no claims are found
"""

pass
claim_list = self.__claim_data
cost_list = []
for claim in claim_list:
if claim["claim_handler_assigned_id"] == claim_handler_id:
cost_list.append(claim["estimate_cost"])
if cost_list:
average = mean(cost_list)
return round(average, 2)
return None

def get_state_with_most_disasters(self):
"""Returns the name of the state with the most disasters based on disaster data
Expand All @@ -127,7 +156,12 @@ def get_state_with_most_disasters(self):
Returns:
string: single name of state
"""
pass
disaster_list = self.__disaster_data
state_list = []
for disaster in disaster_list:
state_list.append(disaster['state'])
state_set = sorted(set(state_list))
return max(state_set, key=state_list.count)

def get_state_with_least_disasters(self):
"""Returns the name of the state with the least disasters based on disaster data
Expand All @@ -142,7 +176,12 @@ def get_state_with_least_disasters(self):
Returns:
string: single name of state
"""
pass
disaster_list = self.__disaster_data
state_list = []
for disaster in disaster_list:
state_list.append(disaster['state'])
state_set = sorted(set(state_list))
return min(state_set, key=state_list.count)

def get_most_spoken_agent_language_by_state(self, state):
"""Returns the name of the most spoken language by agents (besides English) for a specific state
Expand All @@ -154,7 +193,18 @@ def get_most_spoken_agent_language_by_state(self, state):
string: name of language
or empty string if state doesn't exist
"""
pass
agent_list = self.__agent_data
language_list = []
for agent in agent_list:
if agent["state"] == state:
language_list.append(agent["primary_language"])
if agent["secondary_language"]:
language_list.append(agent["secondary_language"])
language_set = set(language_list)
language_set.discard("English")
if language_set:
return max(language_set, key=language_list.count)
return ''

def get_num_of_open_claims_for_agent_and_severity(self, agent_id, min_severity_rating):
"""Returns the number of open claims for a specific agent and for a minimum severity level and higher
Expand All @@ -170,9 +220,18 @@ def get_num_of_open_claims_for_agent_and_severity(self, agent_id, min_severity_r
-1 if severity rating out of bounds
None if agent does not exist, or agent has no claims (open or not)
"""

pass

claim_list = self.__claim_data
claim_counter = 0
if min_severity_rating < 1 or min_severity_rating > 10:
return -1
for claim in claim_list:
if (claim["agent_assigned_id"] == agent_id
and claim["status"] != "Closed"
and claim["severity_rating"] >= min_severity_rating):
claim_counter += 1
if claim_counter:
return claim_counter
return None
# endregion

# region TestSetThree
Expand All @@ -183,8 +242,16 @@ def get_num_disasters_declared_after_end_date(self):
Returns:
int: number of disasters where the declared date is after the end date
"""

pass
disaster_list = self.__disaster_data
disaster_counter = 0
for disaster in disaster_list:
end_date = int(disaster["end_date"][:4] + disaster["end_date"][5:7] + disaster["end_date"][8:])
declared_date = int(disaster["declared_date"][:4]
+ disaster["declared_date"][5:7]
+ disaster["declared_date"][8:])
if declared_date > end_date:
disaster_counter += 1
return disaster_counter

def build_map_of_agents_to_total_claim_cost(self):
"""Builds a map of agent and their total claim cost
Expand All @@ -197,34 +264,53 @@ def build_map_of_agents_to_total_claim_cost(self):
Returns:
dict: key is agent id, value is total cost of claims associated to the agent
"""

pass
claim_list = self.__claim_data
agent_list = self.__agent_data
agent_claim_cost = dict.fromkeys(range(1, 101))
for agent in agent_list:
agent_claim_cost[agent["id"]] = 0

for claim in claim_list:
agent_id = claim["agent_assigned_id"]
if agent_claim_cost[agent_id] is not None:
agent_claim_cost[agent_id] += claim["estimate_cost"]
agent_claim_cost[agent_id] = round(agent_claim_cost[agent_id], 2)
return agent_claim_cost

def calculate_disaster_claim_density(self, disaster_id):
"""Calculates density of a diaster based on the number of claims and impact radius
"""Calculates density of a disaster based on the number of claims and impact radius

Hints:
Assume uniform spacing between claims
Assume disaster impact area is a circle

Args:
disaster_id (int): id of diaster
disaster_id (int): id of disaster

Returns:
float: density of claims to disaster area, rounded to the nearest thousandths place
None if disaster does not exist
"""
pass
disaster_list = self.__disaster_data
claim_list = self.__claim_data
claim_count = 0
try:
disaster_area = math.pi * disaster_list[disaster_id - 1]["radius_miles"] ** 2
except IndexError:
return None
for claim in claim_list:
if claim["disaster_id"] == disaster_id:
claim_count += 1
if claim_count:
return round(claim_count / disaster_area, 5)
return None

# endregion

# region TestSetFour

def get_top_three_months_with_highest_num_of_claims_desc(self):
"""Gets the top three months with the highest number of claims

OPTIONAL! OPTIONAL! OPTIONAL!
AS OF 9:21CDT, TEST IS OPTIONAL. SEE GITHUB ISSUE #8 FOR MORE DETAILS
"""Gets the top three months with the highest total claim cost

Hint:
Month should be full name like 01 is January and 12 is December
Expand All @@ -235,6 +321,4 @@ def get_top_three_months_with_highest_num_of_claims_desc(self):
list: three strings of month and year, descending order of highest claims
"""

pass

# endregion