From 40c7aad011c0c08bff9b8e39b07640cb8eacdd65 Mon Sep 17 00:00:00 2001 From: Robert Pascua Date: Thu, 9 Feb 2023 15:25:15 -0500 Subject: [PATCH] update: mutual coupling tests/tutorials Make things work again after changing the simulation routine. --- docs/tutorials/mutual_coupling_example.ipynb | 105 ++++++++++--------- hera_sim/tests/test_sigchain.py | 22 ++-- 2 files changed, 64 insertions(+), 63 deletions(-) diff --git a/docs/tutorials/mutual_coupling_example.ipynb b/docs/tutorials/mutual_coupling_example.ipynb index 60494271..a6971aca 100644 --- a/docs/tutorials/mutual_coupling_example.ipynb +++ b/docs/tutorials/mutual_coupling_example.ipynb @@ -22,8 +22,8 @@ "id": "ba3ee9da", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:18.127744Z", - "start_time": "2023-01-16T03:19:15.821667Z" + "end_time": "2023-02-09T20:24:37.650867Z", + "start_time": "2023-02-09T20:24:36.641218Z" } }, "outputs": [], @@ -42,8 +42,8 @@ "id": "59945521", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:18.130861Z", - "start_time": "2023-01-16T03:19:18.128907Z" + "end_time": "2023-02-09T20:24:37.654536Z", + "start_time": "2023-02-09T20:24:37.652480Z" } }, "outputs": [], @@ -74,8 +74,8 @@ "id": "e7967d9f", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:18.137929Z", - "start_time": "2023-01-16T03:19:18.131712Z" + "end_time": "2023-02-09T20:24:37.663906Z", + "start_time": "2023-02-09T20:24:37.655479Z" } }, "outputs": [], @@ -97,8 +97,8 @@ "id": "7c59983a", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:18.144551Z", - "start_time": "2023-01-16T03:19:18.139228Z" + "end_time": "2023-02-09T20:24:37.669646Z", + "start_time": "2023-02-09T20:24:37.665270Z" } }, "outputs": [], @@ -121,8 +121,8 @@ "id": "38c1c7c5", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:18.152434Z", - "start_time": "2023-01-16T03:19:18.145349Z" + "end_time": "2023-02-09T20:24:37.676058Z", + "start_time": "2023-02-09T20:24:37.670558Z" } }, "outputs": [], @@ -174,8 +174,8 @@ "id": "83566527", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:18.160703Z", - "start_time": "2023-01-16T03:19:18.153270Z" + "end_time": "2023-02-09T20:24:37.684773Z", + "start_time": "2023-02-09T20:24:37.676943Z" } }, "outputs": [], @@ -193,8 +193,8 @@ "id": "441e0c71", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:18.264145Z", - "start_time": "2023-01-16T03:19:18.161501Z" + "end_time": "2023-02-09T20:24:37.763319Z", + "start_time": "2023-02-09T20:24:37.685677Z" } }, "outputs": [ @@ -252,8 +252,8 @@ "id": "56497c94", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:18.775015Z", - "start_time": "2023-01-16T03:19:18.265066Z" + "end_time": "2023-02-09T20:24:38.236863Z", + "start_time": "2023-02-09T20:24:37.764369Z" }, "scrolled": true }, @@ -278,8 +278,8 @@ "id": "3d896094", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:18.780224Z", - "start_time": "2023-01-16T03:19:18.776133Z" + "end_time": "2023-02-09T20:24:38.242104Z", + "start_time": "2023-02-09T20:24:38.238073Z" } }, "outputs": [], @@ -292,19 +292,20 @@ " times*units.day.to(\"s\")\n", ") * units.Hz.to(\"mHz\")\n", "extent = (delays[0], delays[-1], frates[-1], frates[0])\n", + "dynamic_range = 5\n", "plot_kwds = dict(\n", " freqs=freqs,\n", " times=times,\n", " set_title=False,\n", " draw_colorbar=False,\n", " cmap=\"inferno\",\n", - " dynamic_range=5,\n", + " dynamic_range=dynamic_range,\n", " fft_axis=\"both\",\n", " freq_taper=\"bh\",\n", " time_taper=\"bh\",\n", ")\n", "cmap = plt.cm.inferno\n", - "norm = plt.cm.colors.LogNorm(vmin=1e-5, vmax=1)\n", + "norm = plt.cm.colors.LogNorm(vmin=10**-dynamic_range, vmax=1)\n", "smap = plt.cm.ScalarMappable(norm=norm, cmap=cmap)" ] }, @@ -314,8 +315,8 @@ "id": "e060ae02", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:18.803697Z", - "start_time": "2023-01-16T03:19:18.782035Z" + "end_time": "2023-02-09T20:24:38.264485Z", + "start_time": "2023-02-09T20:24:38.244232Z" }, "scrolled": false }, @@ -335,8 +336,8 @@ "id": "baa12524", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:19.440410Z", - "start_time": "2023-01-16T03:19:18.804519Z" + "end_time": "2023-02-09T20:24:38.879942Z", + "start_time": "2023-02-09T20:24:38.265722Z" } }, "outputs": [ @@ -407,7 +408,7 @@ "id": "e81d70c9", "metadata": {}, "source": [ - "It's simplest to use the `Simulator` class to simulate the coupling—while the `MutualCoupling` class cares about lots of parameters, the majority of them can be obtained from the `UVData`'s metadata. The only parameters that can't be retrieved from the metadata are the **beam**, **reflection coefficient**, and **feed resistance**. For simplicity, we'll be using a uniform beam and constant values for the reflection coefficient and feed resistance." + "It's simplest to use the `Simulator` class to simulate the coupling—while the `MutualCoupling` class cares about lots of parameters, the majority of them can be obtained from the `UVData`'s metadata. The only parameters that can't be retrieved from the metadata are the **beam**, **reflection coefficient**, and **beam integral**. For simplicity, we'll be using a uniform beam and constant values for the reflection coefficient and beam integral." ] }, { @@ -416,8 +417,8 @@ "id": "2b5c2b48", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:19.443670Z", - "start_time": "2023-01-16T03:19:19.441436Z" + "end_time": "2023-02-09T20:24:38.883463Z", + "start_time": "2023-02-09T20:24:38.881138Z" } }, "outputs": [], @@ -425,8 +426,8 @@ "# Choose simple coupling parameters\n", "xt_kwargs = dict(\n", " uvbeam=\"uniform\",\n", - " reflection=np.ones(sim.Nfreqs) * 1e-3,\n", - " resistance=np.ones(sim.Nfreqs),\n", + " reflection=np.ones(sim.Nfreqs) * 5e-2,\n", + " omega_p=np.sqrt(constants.c.si.value/freqs),\n", ")" ] }, @@ -436,8 +437,8 @@ "id": "b271908a", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:19.573909Z", - "start_time": "2023-01-16T03:19:19.445178Z" + "end_time": "2023-02-09T20:24:39.012660Z", + "start_time": "2023-02-09T20:24:38.884478Z" } }, "outputs": [ @@ -460,14 +461,14 @@ "id": "37b085a8", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:19.999606Z", - "start_time": "2023-01-16T03:19:19.575147Z" + "end_time": "2023-02-09T20:24:39.441738Z", + "start_time": "2023-02-09T20:24:39.013861Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -520,14 +521,14 @@ "id": "06832ddd", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:20.167037Z", - "start_time": "2023-01-16T03:19:20.000803Z" + "end_time": "2023-02-09T20:24:39.609574Z", + "start_time": "2023-02-09T20:24:39.442966Z" } }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -582,8 +583,8 @@ "id": "d31bb1a3", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:20.219620Z", - "start_time": "2023-01-16T03:19:20.168166Z" + "end_time": "2023-02-09T20:24:39.661443Z", + "start_time": "2023-02-09T20:24:39.610648Z" } }, "outputs": [ @@ -607,8 +608,8 @@ "id": "d16faf43", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:20.298187Z", - "start_time": "2023-01-16T03:19:20.220591Z" + "end_time": "2023-02-09T20:24:39.741615Z", + "start_time": "2023-02-09T20:24:39.662613Z" } }, "outputs": [ @@ -651,8 +652,8 @@ "id": "a839be0c", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:22.453691Z", - "start_time": "2023-01-16T03:19:20.299276Z" + "end_time": "2023-02-09T20:24:41.951090Z", + "start_time": "2023-02-09T20:24:39.742694Z" } }, "outputs": [ @@ -680,14 +681,14 @@ "id": "06e18a4d", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:23.133107Z", - "start_time": "2023-01-16T03:19:22.454770Z" + "end_time": "2023-02-09T20:24:42.624700Z", + "start_time": "2023-02-09T20:24:41.952190Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -742,14 +743,14 @@ "id": "7525463b", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:23.306470Z", - "start_time": "2023-01-16T03:19:23.134125Z" + "end_time": "2023-02-09T20:24:42.789495Z", + "start_time": "2023-02-09T20:24:42.625892Z" } }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -788,14 +789,14 @@ "id": "7752892c", "metadata": { "ExecuteTime": { - "end_time": "2023-01-16T03:19:23.480384Z", - "start_time": "2023-01-16T03:19:23.307695Z" + "end_time": "2023-02-09T20:24:42.956822Z", + "start_time": "2023-02-09T20:24:42.790676Z" } }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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" ] diff --git a/hera_sim/tests/test_sigchain.py b/hera_sim/tests/test_sigchain.py index 22546002..929e59f2 100644 --- a/hera_sim/tests/test_sigchain.py +++ b/hera_sim/tests/test_sigchain.py @@ -406,9 +406,7 @@ def test_mutual_coupling(use_numba): vis_amps[(aj, ai)] = vis_amps[(ai, aj)] # Set the coupling parameters so that it's simple to check the amplitudes. - refl_amp = 1e-2 - eta0 = np.sqrt(constants.mu0 / constants.eps0).to("ohm").value - resistance = eta0 * freqs / (4 * constants.c.si.value) + refl_amp = 1 # Actually simulate the coupling. mutual_coupling = sigchain.MutualCoupling( @@ -418,7 +416,7 @@ def test_mutual_coupling(use_numba): pol_array=uvdata.polarization_array, array_layout=dict(zip(*uvdata.get_ENU_antpos()[::-1])), reflection=np.ones(uvdata.Nfreqs) * refl_amp, - resistance=resistance, + omega_p=np.sqrt(constants.c.si.value / uvdata.freq_array[0]), ) uvdata.data_array += mutual_coupling( freqs=freqs / 1e9, @@ -542,33 +540,35 @@ def uvbeam(tmp_path): def test_mutual_coupling_with_uvbeam(uvbeam, sample_uvdata, sample_coupling): + np.random.seed(0) data = np.random.normal(size=sample_uvdata.data_array.shape) + 0j sample_uvdata.data_array[...] = data[...] sample_uvdata.data_array += sample_coupling( freqs=sample_uvdata.freq_array.squeeze() / 1e9, visibilities=sample_uvdata.data_array, + reflection=np.ones(sample_uvdata.Nfreqs) * 10, uvbeam=uvbeam, ) assert not np.any(np.isclose(data, sample_uvdata.data_array)) -@pytest.mark.parametrize("resistance", [None, "callable"]) +@pytest.mark.parametrize("omega_p", [None, "callable"]) @pytest.mark.parametrize("reflection", [None, "callable"]) def test_mutual_coupling_input_types( - resistance, reflection, sample_uvdata, sample_coupling + omega_p, reflection, sample_uvdata, sample_coupling ): def func(freqs): return np.ones_like(freqs) - resistance = func if resistance == "callable" else None + omega_p = func if omega_p == "callable" else None reflection = func if reflection == "callable" else None data = np.random.normal(size=sample_uvdata.data_array.shape) + 0j sample_uvdata.data_array += data sample_uvdata.data_array += sample_coupling( freqs=sample_uvdata.freq_array.squeeze() / 1e9, visibilities=sample_uvdata.data_array, - resistance=resistance, reflection=reflection, + omega_p=omega_p, ) assert not np.any(np.isclose(data, sample_uvdata.data_array)) @@ -584,11 +584,11 @@ def test_mutual_coupling_bad_ants(sample_uvdata, sample_coupling): ) -@pytest.mark.parametrize("isbad", ["reflection", "resistance"]) +@pytest.mark.parametrize("isbad", ["reflection", "omega_p"]) def test_mutual_coupling_bad_feed_params(isbad, sample_uvdata, sample_coupling): - kwargs = {"reflection": None, "resistance": None} + kwargs = {"omega_p": None, "reflection": None} kwargs[isbad] = np.ones(sample_uvdata.Nfreqs + 1) - with pytest.raises(ValueError, match="have the wrong shape"): + with pytest.raises(ValueError, match="the wrong shape"): _ = sample_coupling( freqs=sample_uvdata.freq_array.squeeze() / 1e9, visibilities=sample_uvdata.data_array,