# SpaceTimeComplex
This package was created to evaluate functions for time and space complexity. At the moment only time complexity is complete. The function runs an algorithm over and over with new
and increasing input sizes to judge the time complexity.
## Example
```python
import SpaceTimeComplex
def looper(today,stringer):
for x in range(today):
print(x)
for y in stringer:
print(y)
def testone(n):
for x in range(len(n)):
for y in range(len(n)):
for z in range(len(n)):
two = y
one = x
three = z
real = SpaceTimeComplex.RealTime() # Create the class
testSet = real.generateTestSet() #generate a test set
testSet1 = [[4,"stnr=gwege"], [12,"sagsdgg"], [3,"esfsfsseafesfsefsef"], [45,"stnrefgseege"], [17,"sagwetjtwfwe"], [34,"esfsfssem"],[41,"stn"], [53,"sakhhksdgg"], [24,"esjfjkkfsefsef"], [70,"stnwete"], [7,"sagwefwewsdfsdffwe"], ]
# format of array. 2d array with each test set inside. You can make your own or just generate one with generateTestSet(). Each inner array is the postional arguements for the inserted argument.
real.complexGuess(looper,testSet1) #guess the complexity of a function. Returns the guess and a plot
```
## Jupyter Lab
The package can also be used in jupyter notebooks.
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"description": "# SpaceTimeComplex\r\n\r\nThis package was created to evaluate functions for time and space complexity. At the moment only time complexity is complete. The function runs an algorithm over and over with new\r\nand increasing input sizes to judge the time complexity.\r\n\r\n## Example\r\n\r\n```python\r\n\r\nimport SpaceTimeComplex\r\n\r\ndef looper(today,stringer):\r\n for x in range(today):\r\n print(x)\r\n \r\n for y in stringer:\r\n print(y)\r\n\r\ndef testone(n):\r\n for x in range(len(n)):\r\n for y in range(len(n)):\r\n for z in range(len(n)):\r\n two = y\r\n one = x\r\n three = z\r\n\r\n\r\nreal = SpaceTimeComplex.RealTime() # Create the class\r\n\r\ntestSet = real.generateTestSet() #generate a test set\r\n\r\ntestSet1 = [[4,\"stnr=gwege\"], [12,\"sagsdgg\"], [3,\"esfsfsseafesfsefsef\"], [45,\"stnrefgseege\"], [17,\"sagwetjtwfwe\"], [34,\"esfsfssem\"],[41,\"stn\"], [53,\"sakhhksdgg\"], [24,\"esjfjkkfsefsef\"], [70,\"stnwete\"], [7,\"sagwefwewsdfsdffwe\"], ] \r\n# format of array. 2d array with each test set inside. You can make your own or just generate one with generateTestSet(). Each inner array is the postional arguements for the inserted argument.\r\n\r\nreal.complexGuess(looper,testSet1) #guess the complexity of a function. Returns the guess and a plot\r\n\r\n```\r\n\r\n\r\n\r\n\r\n\r\n## Jupyter Lab\r\n\r\nThe package can also be used in jupyter notebooks.\r\n",
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