Solution to problem 17 in Python

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David Doblas Jiménez 2024-02-03 11:17:58 +01:00
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# --- Day 17: Trick Shot ---
# You finally decode the Elves' message. HI, the message says. You continue
# searching for the sleigh keys.
# Ahead of you is what appears to be a large ocean trench. Could the keys have
# fallen into it? You'd better send a probe to investigate.
# The probe launcher on your submarine can fire the probe with any integer
# velocity in the x (forward) and y (upward, or downward if negative)
# directions. For example, an initial x,y velocity like 0,10 would fire the
# probe straight up, while an initial velocity like 10,-1 would fire the probe
# forward at a slight downward angle.
# The probe's x,y position starts at 0,0. Then, it will follow some trajectory
# by moving in steps. On each step, these changes occur in the following order:
# The probe's x position increases by its x velocity.
# The probe's y position increases by its y velocity.
# Due to drag, the probe's x velocity changes by 1 toward the value 0; that
# is, it decreases by 1 if it is greater than 0, increases by 1 if it is less
# than 0, or does not change if it is already 0.
# Due to gravity, the probe's y velocity decreases by 1.
# For the probe to successfully make it into the trench, the probe must be on
# some trajectory that causes it to be within a target area after any step. The
# submarine computer has already calculated this target area (your puzzle
# input). For example:
# target area: x=20..30, y=-10..-5
# This target area means that you need to find initial x,y velocity values such
# that after any step, the probe's x position is at least 20 and at most 30, and
# the probe's y position is at least -10 and at most -5.
# Given this target area, one initial velocity that causes the probe to be
# within the target area after any step is 7,2:
# .............#....#............
# .......#..............#........
# ...............................
# S........................#.....
# ...............................
# ...............................
# ...........................#...
# ...............................
# ....................TTTTTTTTTTT
# ....................TTTTTTTTTTT
# ....................TTTTTTTT#TT
# ....................TTTTTTTTTTT
# ....................TTTTTTTTTTT
# ....................TTTTTTTTTTT
# In this diagram, S is the probe's initial position, 0,0. The x coordinate
# increases to the right, and the y coordinate increases upward. In the bottom
# right, positions that are within the target area are shown as T. After each
# step (until the target area is reached), the position of the probe is marked
# with #. (The bottom-right # is both a position the probe reaches and a
# position in the target area.)
# Another initial velocity that causes the probe to be within the target area
# after any step is 6,3:
# ...............#..#............
# ...........#........#..........
# ...............................
# ......#..............#.........
# ...............................
# ...............................
# S....................#.........
# ...............................
# ...............................
# ...............................
# .....................#.........
# ....................TTTTTTTTTTT
# ....................TTTTTTTTTTT
# ....................TTTTTTTTTTT
# ....................TTTTTTTTTTT
# ....................T#TTTTTTTTT
# ....................TTTTTTTTTTT
# Another one is 9,0:
# S........#.....................
# .................#.............
# ...............................
# ........................#......
# ...............................
# ....................TTTTTTTTTTT
# ....................TTTTTTTTTT#
# ....................TTTTTTTTTTT
# ....................TTTTTTTTTTT
# ....................TTTTTTTTTTT
# ....................TTTTTTTTTTT
# One initial velocity that doesn't cause the probe to be within the target area
# after any step is 17,-4:
# S..............................................................
# ...............................................................
# ...............................................................
# ...............................................................
# .................#.............................................
# ....................TTTTTTTTTTT................................
# ....................TTTTTTTTTTT................................
# ....................TTTTTTTTTTT................................
# ....................TTTTTTTTTTT................................
# ....................TTTTTTTTTTT..#.............................
# ....................TTTTTTTTTTT................................
# ...............................................................
# ...............................................................
# ...............................................................
# ...............................................................
# ................................................#..............
# ...............................................................
# ...............................................................
# ...............................................................
# ...............................................................
# ...............................................................
# ...............................................................
# ..............................................................#
# The probe appears to pass through the target area, but is never within it
# after any step. Instead, it continues down and to the right - only the first
# few steps are shown.
# If you're going to fire a highly scientific probe out of a super cool probe
# launcher, you might as well do it with style. How high can you make the probe
# go while still reaching the target area?
# In the above example, using an initial velocity of 6,9 is the best you can do,
# causing the probe to reach a maximum y position of 45. (Any higher initial y
# velocity causes the probe to overshoot the target area entirely.)
# Find the initial velocity that causes the probe to reach the highest y
# position and still eventually be within the target area after any step. What
# is the highest y position it reaches on this trajectory?
with open("files/P17.txt") as f:
target_area = [line for line in f.read().strip().split(": ")][1]
x_min, x_max = target_area.split(",")[0].split("=")[1].split("..")
y_min, y_max = target_area.split(", ")[1].split("=")[1].split("..")
x_min, x_max, y_min, y_max = [int(i) for i in [x_min, x_max, y_min, y_max]]
def hits(vx, vy):
x = y = 0
# Add a few sanity checks to ensure termination and one for performance
while not (
x > x_max or y < y_min or (vx == 0 and not x_min <= x <= x_max)
):
x += vx
y += vy
if x_min <= x <= x_max and y_min <= y <= y_max:
return True
vy -= 1
vx = max(0, vx - 1)
def part_1():
valid_trajectories = [
vy
for vx in range(1, x_max + 1)
for vy in range(y_min, 1 - y_min)
if hits(vx, vy)
]
# Note that the height achieved for a given positive vy is given by
# vy + (vy - 1) + ... + 1 = vy*(vy + 1)/2
highest_y = max(vy * (vy + 1) // 2 for vy in valid_trajectories if vy > 0)
print(f"The higest y position reached is {highest_y}")
# --- Part Two ---
# Maybe a fancy trick shot isn't the best idea; after all, you only have one
# probe, so you had better not miss.
# To get the best idea of what your options are for launching the probe, you
# need to find every initial velocity that causes the probe to eventually be
# within the target area after any step.
# In the above example, there are 112 different initial velocity values that
# meet these criteria:
# 23,-10 25,-9 27,-5 29,-6 22,-6 21,-7 9,0 27,-7 24,-5
# 25,-7 26,-6 25,-5 6,8 11,-2 20,-5 29,-10 6,3 28,-7
# 8,0 30,-6 29,-8 20,-10 6,7 6,4 6,1 14,-4 21,-6
# 26,-10 7,-1 7,7 8,-1 21,-9 6,2 20,-7 30,-10 14,-3
# 20,-8 13,-2 7,3 28,-8 29,-9 15,-3 22,-5 26,-8 25,-8
# 25,-6 15,-4 9,-2 15,-2 12,-2 28,-9 12,-3 24,-6 23,-7
# 25,-10 7,8 11,-3 26,-7 7,1 23,-9 6,0 22,-10 27,-6
# 8,1 22,-8 13,-4 7,6 28,-6 11,-4 12,-4 26,-9 7,4
# 24,-10 23,-8 30,-8 7,0 9,-1 10,-1 26,-5 22,-9 6,5
# 7,5 23,-6 28,-10 10,-2 11,-1 20,-9 14,-2 29,-7 13,-3
# 23,-5 24,-8 27,-9 30,-7 28,-5 21,-10 7,9 6,6 21,-5
# 27,-10 7,2 30,-9 21,-8 22,-7 24,-9 20,-6 6,9 29,-5
# 8,-2 27,-8 30,-5 24,-7
# How many distinct initial velocity values cause the probe to be within the
# target area after any step?
def part_2():
valid_trajectories = [
vy
for vx in range(1, x_max + 1)
for vy in range(y_min, 1 - y_min)
if hits(vx, vy)
]
print(f"There are {len(valid_trajectories)} distinct values")
if __name__ == "__main__":
part_1()
part_2()