feat!: single dipole still outputs collection now to make interface consistent
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@@ -68,7 +68,6 @@ class SingleDipoleFixedMagnitudeModel(DipoleModel):
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def get_monte_carlo_dipole_inputs(
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self, n: int, max_frequency: float, rng_to_use: numpy.random.Generator = None
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) -> numpy.ndarray:
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# psw
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rng: numpy.random.Generator
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if rng_to_use is None:
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@@ -76,16 +75,17 @@ class SingleDipoleFixedMagnitudeModel(DipoleModel):
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else:
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rng = rng_to_use
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theta = 2 * numpy.pi * rng.random(n)
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phi = numpy.arccos(2 * rng.random(n) - 1)
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shape = (n, 1)
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theta = 2 * numpy.pi * rng.random(shape)
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phi = numpy.arccos(2 * rng.random(shape) - 1)
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px = self.pfixed * numpy.cos(theta) * numpy.sin(phi)
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py = self.pfixed * numpy.sin(theta) * numpy.sin(phi)
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pz = self.pfixed * numpy.cos(phi)
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sx = rng.uniform(self.xmin, self.xmax, n)
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sy = rng.uniform(self.ymin, self.ymax, n)
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sz = rng.uniform(self.zmin, self.zmax, n)
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sx = rng.uniform(self.xmin, self.xmax, shape)
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sy = rng.uniform(self.ymin, self.ymax, shape)
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sz = rng.uniform(self.zmin, self.zmax, shape)
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w = rng.uniform(1, max_frequency, n)
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w = rng.uniform(1, max_frequency, shape)
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return numpy.array([px, py, pz, sx, sy, sz, w]).T
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return numpy.stack([px, py, pz, sx, sy, sz, w], axis=-1)
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