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physics/course2/sem3/labs/lab3.01/scripts/5.py
2025-10-14 14:37:58 +03:00

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from pathlib import Path
from typing import List, Tuple
import matplotlib.pyplot as plt
def read_points(filename: str) -> List[Tuple[float, float, float]]:
pts = []
for line in Path(filename).read_text(encoding="utf-8").splitlines():
line = line.strip()
if not line or line.startswith("#"):
continue
parts = line.split()
if len(parts) < 3:
continue
x = float(parts[0])
y = float(parts[1])
phi = float(parts[2])
pts.append((x, y, phi))
return pts
def phi_vs_x_at_y(
points: List[Tuple[float, float, float]], y_target: float, tol: float = 1e-6
):
xs = []
phis = []
for x, y, phi in points:
if abs(y - y_target) <= tol:
xs.append(x)
phis.append(phi)
paired = sorted(zip(xs, phis), key=lambda p: p[0])
if not paired:
return [], []
xs_sorted, phis_sorted = zip(*paired)
return list(xs_sorted), list(phis_sorted)
p1 = read_points("points1.txt")
p2 = read_points("points2.txt")
x1, yphi1 = phi_vs_x_at_y(p1, 10.0)
x2, yphi2 = phi_vs_x_at_y(p2, 10.0)
plt.figure(figsize=(10, 5))
if x1:
plt.plot(x1, yphi1, marker="o", linestyle="-", label="points1.txt (Y=10)")
if x2:
plt.plot(x2, yphi2, marker="s", linestyle="--", label="points2.txt (Y=10)")
plt.xlabel("X (см)")
plt.ylabel("φ (В)")
plt.title("Зависимость φ = φ(X) при Y = 10 см")
plt.grid(alpha=0.4)
plt.legend()
plt.savefig("phi_vs_x_Y10.png", dpi=300)