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You are working for a promising new stock trading startup called AlgoStreet. You have been tasked with developing a new trading signal

"""You are working for a promising new stock trading startup called "AlgoStreet."
You have been tasked with developing a new trading signal that will be incorporated into the
automatic trading strategy. A new metric has been introduced called
positive stock pressure, which measures how many consecutive days before today (not includ-
ing today) have a higher price.
You will be given daily stock prices for the last N days and must return the list of daily positive
stock pressures for each day.
at the end of the code, give the BIG O of the Algorithm in a comment
Below is an example for 1 week of data.
| Price | Stock Pressure
------------------------------
| Day 1|100|1
------------------------------
| Day 2|90|2
------------------------------
| Day 3|95|1
------------------------------
| Day 4|100|1
-------------------------------
| Day 5|105|1
-------------------------------
| Day 6|110|1
-------------------------------
| Day 7|80|7
-------------------------------
Implement the function to compute stock pressure.
To compute positive stock pressure for each stock price, you should find the last day with the
lower (or equal) price. In other words, the positive stock pressure is the number of days since the
last day with a lower or equal price.
You must solve this problem by using a stack as the primary data structure.
Code Author:
Running Time Analysis of compute_pressure
--------------------
"""
def compute_pressure(stock_history: list):
pass
"""
DO NOT EDIT BELOW THIS
Below is the unit testing suite for this file.
It provides all the tests that your code must pass to get full credit.
"""
class TestGeneratePressure:
def run_unit_tests(self):
self.test_example()
self.test_2()
self.test_3()
self.test_no_days_provided()
self.test_large_list()
self.test_repeating_prices()
def print_test_result(self, test_name, result):
color ="\033[92m" if result else "\033[91m"
reset ="\033[0m"
print(f"{color}[{result}]{test_name}{reset}")
def test_answer(self, test_name, result, expected):
if result == expected:
self.print_test_result(test_name, True)
else:
self.print_test_result(test_name, False)
print(f"Expected: {expected}
Got: {result}")
def test_example(self):
stock_history =[100,90,95,100,105,110,80]
result = compute_pressure(stock_history)
expected_answer =[1,2,1,1,1,1,7]
self.test_answer("test_example", result, expected_answer)
def test_2(self):
stock_history =[80,74,75,90,120,81]
result = compute_pressure(stock_history)
expected_answer =[1,2,1,1,1,3]
self.test_answer("test_2", result, expected_answer)
def test_3(self):
stock_history =[1,2,5,10,12,20]
result = compute_pressure(stock_history)
expected_answer =[1,1,1,1,1,1]
self.test_answer("test_3", result, expected_answer)
def test_no_days_provided(self):
stock_history =[]
result = compute_pressure(stock_history)
expected_answer =[]
self.test_answer("test_no_days_provided", result, expected_answer)
def test_large_list(self):
stock_history =[100,90,80,85,90,95,100,105,110,120,140,120,100,80]
result = compute_pressure(stock_history)
expected_answer =[1,2,3,1,1,1,1,1,1,1,1,2,6,11]
self.test_answer("test_large_list", result, expected_answer)
def test_repeating_prices(self):
stock_history =[10,10,10]
result = compute_pressure(stock_history)
expected_answer =[1,1,1]
self.test_answer("test_repeating_prices", result, expected_answer)
if __name__=='__main__':
test_runner = TestGeneratePressure()
test_runner.run_unit_tests()

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