From 361aad54493bbca74760716e800b67e3b9673c25 Mon Sep 17 00:00:00 2001 From: David A Minton Date: Wed, 28 Jul 2021 17:41:14 -0400 Subject: [PATCH] Streamlined encounter check with direct assignment of logical flag from rms_chk_ind result --- .../swiftest_symba_vs_swifter_symba.ipynb | 579 +----------------- src/symba/symba_encounter_check.f90 | 3 +- 2 files changed, 11 insertions(+), 571 deletions(-) diff --git a/examples/symba_swifter_comparison/9pl_18tp_encounters/swiftest_symba_vs_swifter_symba.ipynb b/examples/symba_swifter_comparison/9pl_18tp_encounters/swiftest_symba_vs_swifter_symba.ipynb index d099a32a1..c7d58f38a 100644 --- a/examples/symba_swifter_comparison/9pl_18tp_encounters/swiftest_symba_vs_swifter_symba.ipynb +++ b/examples/symba_swifter_comparison/9pl_18tp_encounters/swiftest_symba_vs_swifter_symba.ipynb @@ -99,22 +99,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, ax = plt.subplots()\n", "swiftdiff['vmag'].sel(id=plidx).plot.line(ax=ax, x=\"time (d)\")\n", @@ -151,29 +125,9 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "No handles with labels found to put in legend.\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, ax = plt.subplots()\n", "swiftdiff['rmag'].sel(id=tpidx).plot.line(ax=ax, x=\"time (d)\")\n", @@ -186,29 +140,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "No handles with labels found to put in legend.\n" - ] - }, - { - "data": { - "image/png": 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-       "       2.43925884e-02, 2.43144014e-02, 2.57928520e-02, 2.80043257e-02,\n",
-       "       2.89095241e-02, 2.74149807e-02, 2.54220912e-02, 2.46556068e-02,\n",
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-       "       2.67028523e-02, 2.52872339e-02, 2.55012432e-02, 2.72669007e-02,\n",
-       "       2.95109669e-02])\n",
-       "Coordinates:\n",
-       "    id        int64 101\n",
-       "  * time (d)  (time (d)) float64 0.0 11.0 22.0 ... 3.63e+03 3.641e+03 3.652e+03
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