From 42eb5e75a39c8e85325adb3b85aacbd7cd913911 Mon Sep 17 00:00:00 2001 From: Russell Stoneback Date: Fri, 14 May 2021 17:12:18 -0500 Subject: [PATCH 1/3] ENH: Added basic examples with Dst --- .../Dst_pysatSpaceWeather-checkpoint.ipynb | 183 ++++++++++++++++++ 1 file changed, 183 insertions(+) create mode 100644 pysatTutorials/.ipynb_checkpoints/Dst_pysatSpaceWeather-checkpoint.ipynb diff --git a/pysatTutorials/.ipynb_checkpoints/Dst_pysatSpaceWeather-checkpoint.ipynb b/pysatTutorials/.ipynb_checkpoints/Dst_pysatSpaceWeather-checkpoint.ipynb new file mode 100644 index 0000000..24529e7 --- /dev/null +++ b/pysatTutorials/.ipynb_checkpoints/Dst_pysatSpaceWeather-checkpoint.ipynb @@ -0,0 +1,183 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import datetime as dt\n", + "\n", + "import pysat\n", + "import pysatSpaceWeather\n", + "pysat.utils.registry.register_by_module(pysatSpaceWeather.instruments)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Date range for all examples\n", + "start_date = dt.datetime(2001, 1, 1)\n", + "end_date = dt.datetime(2001, 12, 31)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Create a Dst index Instrument\n", + "dst = pysat.Instrument('sw', 'dst')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "# Download data\n", + "dst.download(start_date, end_date)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Load a year of data\n", + "dst.load(date=start_date, end_date=end_date)\n", + "dst['dst'].plot(title=dst.meta['dst', dst.meta.labels.name], \n", + " ylabel=dst.meta['dst', dst.meta.labels.units])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Load a 'short' span of data\n", + "dst.load(2001, 1, 2001, 12)\n", + "dst['dst'].plot(title=dst.meta['dst', dst.meta.labels.name], \n", + " ylabel=dst.meta['dst', dst.meta.labels.units])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Load a single day\n", + "dst.load(2001, 1)\n", + "dst['dst'].plot(title=dst.meta['dst', dst.meta.labels.name], \n", + " ylabel=dst.meta['dst', dst.meta.labels.units])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From 3b753b9833b714f99d444e949aac82e7810a1c23 Mon Sep 17 00:00:00 2001 From: Russell Stoneback Date: Fri, 14 May 2021 17:13:45 -0500 Subject: [PATCH 2/3] ENH: Added basic examples with Dst --- pysatTutorials/Dst_pysatSpaceWeather.ipynb | 185 +++++++++++++++++++++ 1 file changed, 185 insertions(+) create mode 100644 pysatTutorials/Dst_pysatSpaceWeather.ipynb diff --git a/pysatTutorials/Dst_pysatSpaceWeather.ipynb b/pysatTutorials/Dst_pysatSpaceWeather.ipynb new file mode 100644 index 0000000..7e46034 --- /dev/null +++ b/pysatTutorials/Dst_pysatSpaceWeather.ipynb @@ -0,0 +1,185 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import datetime as dt\n", + "\n", + "import pysat\n", + "import pysatSpaceWeather\n", + "pysat.utils.registry.register_by_module(pysatSpaceWeather.instruments)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Date range for all examples\n", + "start_date = dt.datetime(2001, 1, 1)\n", + "end_date = dt.datetime(2001, 12, 31)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Create a Dst index Instrument\n", + "dst = pysat.Instrument('sw', 'dst')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "# Download data\n", + "dst.download(start_date, end_date)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Load a year of data\n", + "dst.load(date=start_date, end_date=end_date)\n", + "dst['dst'].plot(title=dst.meta['dst', dst.meta.labels.name], \n", + " ylabel=dst.meta['dst', dst.meta.labels.units])" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Load a 'short' span of data\n", + "dst.load(2001, 1, 2001, 12)\n", + "dst['dst'].plot(title=dst.meta['dst', dst.meta.labels.name], \n", + " ylabel=dst.meta['dst', dst.meta.labels.units])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Load a single day\n", + "dst.load(2001, 1)\n", + "dst['dst'].plot(title=dst.meta['dst', dst.meta.labels.name], \n", + " ylabel=dst.meta['dst', dst.meta.labels.units])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From 4943d878b670ef43b434e4c492454e95eac118e5 Mon Sep 17 00:00:00 2001 From: Russell Stoneback Date: Fri, 14 May 2021 17:14:54 -0500 Subject: [PATCH 3/3] BUG: Removed file --- .../Dst_pysatSpaceWeather-checkpoint.ipynb | 183 ------------------ 1 file changed, 183 deletions(-) delete mode 100644 pysatTutorials/.ipynb_checkpoints/Dst_pysatSpaceWeather-checkpoint.ipynb diff --git a/pysatTutorials/.ipynb_checkpoints/Dst_pysatSpaceWeather-checkpoint.ipynb b/pysatTutorials/.ipynb_checkpoints/Dst_pysatSpaceWeather-checkpoint.ipynb deleted file mode 100644 index 24529e7..0000000 --- a/pysatTutorials/.ipynb_checkpoints/Dst_pysatSpaceWeather-checkpoint.ipynb +++ /dev/null @@ -1,183 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import datetime as dt\n", - "\n", - "import pysat\n", - "import pysatSpaceWeather\n", - "pysat.utils.registry.register_by_module(pysatSpaceWeather.instruments)" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# Date range for all examples\n", - "start_date = dt.datetime(2001, 1, 1)\n", - "end_date = dt.datetime(2001, 12, 31)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# Create a Dst index Instrument\n", - "dst = pysat.Instrument('sw', 'dst')" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "# Download data\n", - "dst.download(start_date, end_date)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Load a year of data\n", - "dst.load(date=start_date, end_date=end_date)\n", - "dst['dst'].plot(title=dst.meta['dst', dst.meta.labels.name], \n", - " ylabel=dst.meta['dst', dst.meta.labels.units])" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Load a 'short' span of data\n", - "dst.load(2001, 1, 2001, 12)\n", - "dst['dst'].plot(title=dst.meta['dst', dst.meta.labels.name], \n", - " ylabel=dst.meta['dst', dst.meta.labels.units])" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Load a single day\n", - "dst.load(2001, 1)\n", - "dst['dst'].plot(title=dst.meta['dst', dst.meta.labels.name], \n", - " ylabel=dst.meta['dst', dst.meta.labels.units])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.3" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -}