From 40266e07ce3130a306ae73eee21f1d866da3ec52 Mon Sep 17 00:00:00 2001 From: Colwyn Gulliford <36416205+ColwynGulliford@users.noreply.github.com> Date: Fri, 4 Oct 2024 15:30:21 -0400 Subject: [PATCH] Another fix, reran notebook --- docs/examples/fields/corrector_modeling.ipynb | 134 ++---------------- pmd_beamphysics/fields/corrector_modeling.py | 4 +- 2 files changed, 15 insertions(+), 123 deletions(-) diff --git a/docs/examples/fields/corrector_modeling.ipynb b/docs/examples/fields/corrector_modeling.ipynb index 17372e4..b790cd2 100644 --- a/docs/examples/fields/corrector_modeling.ipynb +++ b/docs/examples/fields/corrector_modeling.ipynb @@ -369,7 +369,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 11, @@ -506,7 +506,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 14, @@ -549,7 +549,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 15, @@ -629,7 +629,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 17, @@ -672,7 +672,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 18, @@ -761,7 +761,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 20, @@ -843,7 +843,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 22, @@ -879,26 +879,10 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "id": "f7dbbcd0-327c-4cdc-9efd-0072b306b6c9", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 401, - "width": 425 - } - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "R = 2*2.54e-2\n", "L = 0.1\n", @@ -918,36 +902,10 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "id": "db94f838-6109-46fc-9135-eb75e9cf84a0", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 404, - "width": 586 - } - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "indx = np.argmin(np.abs(x))\n", "indy = np.argmin(np.abs(y))\n", @@ -961,36 +919,10 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "id": "fcb98f5d-c138-4f42-8733-81cbd2dd87f7", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 448, - "width": 567 - } - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plt.plot(z, BxS[indx, indy,:])\n", "plt.plot(z, ByS[indx, indy,:])\n", @@ -1008,46 +940,6 @@ "metadata": {}, "outputs": [], "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "63c404a2-552e-40a0-b352-b7115c1be659", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9a7638a6-1ac7-4120-aa96-f8d9d4a6b3be", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2082a0a4-c4c4-4eba-a391-14733b48ca4c", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e09893fe-88ec-4c92-847e-01d872b3a6b5", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8dc3fdc7-d720-4eb8-99e5-ce20455e7407", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/pmd_beamphysics/fields/corrector_modeling.py b/pmd_beamphysics/fields/corrector_modeling.py index 0697985..b30f153 100644 --- a/pmd_beamphysics/fields/corrector_modeling.py +++ b/pmd_beamphysics/fields/corrector_modeling.py @@ -438,7 +438,7 @@ def make_rectangular_dipole_corrector_fieldmesh(a, b, h, I, attrs['gridGeometry'] = 'rectangular' attrs['axisLabels'] = ('x', 'y', 'z') attrs['gridLowerBound'] = (0, 0, 0) - attrs['harmonic'] = 1 + attrs['harmonic'] = 0 attrs['fundamentalFrequency'] = 0 components = {} @@ -504,7 +504,7 @@ def make_saddle_dipole_corrector_fieldmesh(R, L, theta, I, attrs['gridGeometry'] = 'rectangular' attrs['axisLabels'] = ('x', 'y', 'z') attrs['gridLowerBound'] = (0, 0, 0) - attrs['harmonic'] = 1 + attrs['harmonic'] = 0 attrs['fundamentalFrequency'] = 0 components = {}