From 219e71054e803f428ff73bb4bba7966df72179ab Mon Sep 17 00:00:00 2001 From: "George G. Vega Yon" Date: Thu, 23 May 2024 11:00:34 -0600 Subject: [PATCH] Fixing broken tests --- model/src/pyrenew/latent/i0.py | 9 ++++--- .../pyrenew/model/rtinfectionsrenewalmodel.py | 4 +++ .../baseline/test_model_basicrenewal_plot.png | Bin 48663 -> 55531 bytes model/src/test/test_latent_infections.py | 6 ++++- model/src/test/test_model_basic_renewal.py | 24 +++++++++++++++++- model/src/test/test_model_hospitalizations.py | 3 --- 6 files changed, 38 insertions(+), 8 deletions(-) diff --git a/model/src/pyrenew/latent/i0.py b/model/src/pyrenew/latent/i0.py index a7677775..38d3db0c 100644 --- a/model/src/pyrenew/latent/i0.py +++ b/model/src/pyrenew/latent/i0.py @@ -1,6 +1,7 @@ # numpydoc ignore=GL08 +import jax.numpy as jnp import numpyro as npro import numpyro.distributions as dist from pyrenew.metaclass import RandomVariable @@ -80,8 +81,10 @@ def sample( Tuple with the initial infections. """ return ( - npro.sample( - name=self.name, - fn=self.i0_dist, + jnp.atleast_1d( + npro.sample( + name=self.name, + fn=self.i0_dist, + ) ), ) diff --git a/model/src/pyrenew/model/rtinfectionsrenewalmodel.py b/model/src/pyrenew/model/rtinfectionsrenewalmodel.py index 811b6a59..ba26122e 100644 --- a/model/src/pyrenew/model/rtinfectionsrenewalmodel.py +++ b/model/src/pyrenew/model/rtinfectionsrenewalmodel.py @@ -4,6 +4,7 @@ from typing import NamedTuple import jax.numpy as jnp +import pyrenew.datautils as du from numpy.typing import ArrayLike from pyrenew.deterministic import NullObservation from pyrenew.metaclass import Model, RandomVariable, _assert_sample_and_rtype @@ -282,6 +283,9 @@ def sample( # Sampling initial infections i0, *_ = self.sample_i0(**kwargs) + # Padding i0 to match gen_int + i0 = du.pad_x_to_match_y(x=i0, y=gen_int, fill_value=0.0) + # Sampling from the latent process latent, *_ = self.sample_infections_latent( Rt=Rt, diff --git 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