Laura Wagner commited on
Commit
dc7bc15
·
1 Parent(s): 605d40b

added gitlab ci

Browse files
gitlab-ci.yml ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
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+
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+ # .gitlab-ci.yml
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+ pages:
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+ stage: deploy
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+ script:
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+ - echo "Nothing to build, serving public/"
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+ artifacts:
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+ paths:
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+ - public
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+ only:
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+ - main
jupyter_notebooks/SuppM_Figure_S12_asset_types.ipynb CHANGED
@@ -2,7 +2,7 @@
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  "cells": [
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  {
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  "cell_type": "code",
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- "execution_count": null,
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  "id": "c0d18a6a",
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  "metadata": {},
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  "outputs": [],
@@ -15,7 +15,7 @@
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  },
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  {
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  "cell_type": "code",
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- "execution_count": null,
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  "id": "98d25755",
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  "metadata": {},
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  "outputs": [],
@@ -72,11 +72,56 @@
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  " plt.savefig(out_file, format='svg')\n",
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  " plt.show()\n"
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  ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ],
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  "metadata": {
 
 
 
 
 
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  "language_info": {
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- "name": "python"
 
 
 
 
 
 
 
 
 
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  }
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  },
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  "nbformat": 4,
 
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  "cells": [
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  {
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  "cell_type": "code",
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+ "execution_count": 1,
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  "id": "c0d18a6a",
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  "metadata": {},
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  "outputs": [],
 
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  },
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  {
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  "cell_type": "code",
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+ "execution_count": 2,
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  "id": "98d25755",
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  "metadata": {},
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  "outputs": [],
 
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  " plt.savefig(out_file, format='svg')\n",
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  " plt.show()\n"
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  ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 4,
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+ "id": "9e610dec",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "data": {
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+ "image/png": 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",
85
+ "text/plain": [
86
+ "<Figure size 1000x350 with 1 Axes>"
87
+ ]
88
+ },
89
+ "metadata": {},
90
+ "output_type": "display_data"
91
+ }
92
+ ],
93
+ "source": [
94
+ "csv_file = current_dir.parent / \"data/CSV/Models/Civi_models.csv\"\n",
95
+ "out_file = current_dir.parent / \"plots/Figure_12.svg\"\n",
96
+ "sortByFrequency_model_types_csv(csv_file, out_file)"
97
+ ]
98
+ },
99
+ {
100
+ "cell_type": "code",
101
+ "execution_count": null,
102
+ "id": "e91e903f",
103
+ "metadata": {},
104
+ "outputs": [],
105
+ "source": []
106
  }
107
  ],
108
  "metadata": {
109
+ "kernelspec": {
110
+ "display_name": "latm",
111
+ "language": "python",
112
+ "name": "python3"
113
+ },
114
  "language_info": {
115
+ "codemirror_mode": {
116
+ "name": "ipython",
117
+ "version": 3
118
+ },
119
+ "file_extension": ".py",
120
+ "mimetype": "text/x-python",
121
+ "name": "python",
122
+ "nbconvert_exporter": "python",
123
+ "pygments_lexer": "ipython3",
124
+ "version": "3.10.15"
125
  }
126
  },
127
  "nbformat": 4,