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make code more readable
make code more readable
  • Loading branch information
AdePhil committed Oct 5, 2023
commit 736da2c254aded92ff1a8925b471f2ef2707819b
57 changes: 43 additions & 14 deletions greedy_methods/gas_station.py
Original file line number Diff line number Diff line change
@@ -1,36 +1,63 @@
from dataclasses import dataclass

"""
Task:
There are n gas stations along a circular route, where the amount of gas
at the ith station is gas[i].
at the ith station is gas_quantities[i].

You have a car with an unlimited gas tank and it costs cost[i] of gas
to travel from the ith station to its next (i + 1)th station. You begin the
journey with an empty tank at one of the gas stations.
You have a car with an unlimited gas tank and it costs costs[i] of gas
to travel from the ith station to its next (i + 1)th station.
You begin the journey with an empty tank at one of the gas stations.

Given two integer arrays gas and cost, return the starting gas station's index
if you can travel around the circuit once in the clockwise direction,
otherwise return -1. If there exists a solution, it is guaranteed to be unique
Given two integer arrays gas_quantities and costs, return the starting
gas station's index if you can travel around the circuit once
in the clockwise direction, otherwise return -1.
If there exists a solution, it is guaranteed to be unique

Reference: https://leetcode.com/problems/gas-station/description

Implementation notes:
First, check whether the total gas is enough to complete the journey. If not, return -1.
However, if there is enough gas, it is guaranteed that there is a valid
starting index to reach the end of the journey.
Greedily calculate the net gain (gas - cost) at each station.
Greedily calculate the net gain (gas_quantity - cost) at each station.
If the net gain ever goes below 0 while iterating through the stations,
start checking from the next station.

"""


def can_complete_journey(gas: list[int], cost: list[int]) -> int:
@dataclass
class GasStation:
gas_quantity: int
cost: int


def get_gas_stations(gas_quantities: list[int], costs: list[int]) -> list[GasStation]:
"""
This function returns a list of gas stations.

Args:
gas_quantities [list]: Amount of gas available at each station
cost [list]: The cost of gas required to move from a station to the next

Returns:
gas_stations [list]: a list of gas stations
"""
gas_stations = [
GasStation(gas_quantity, cost)
for (gas_quantity, cost) in zip(gas_quantities, costs)
]
return gas_stations


def can_complete_journey(gas_quantities: list[int], costs: list[int]) -> int:
"""
This function returns the index from which to start the journey
in order to reach the end.

Args:
gas [list]: Amount of gas available at each station
gas_quantities [list]: Amount of gas available at each station
cost [list]: The cost of gas required to move from a station to the next

Returns:
Expand All @@ -43,16 +70,18 @@ def can_complete_journey(gas: list[int], cost: list[int]) -> int:
-1

"""
total_gas = sum(gas)
total_cost = sum(cost)
total_gas = sum(gas_quantities)
total_cost = sum(costs)

if total_gas < total_cost:
return -1

start = 0
net = 0
for i in range(len(gas)):
net += gas[i] - cost[i]
gas_stations = get_gas_stations(gas_quantities, costs)

for i, gas_station in enumerate(gas_stations):
net += gas_station.gas_quantity - gas_station.cost
if net < 0:
start = i + 1
net = 0
Expand Down