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Datasets:
ruediste
/
codeparrot-github-code-10G

Modalities:
Text
Formats:
parquet
Size:
10M - 100M
Libraries:
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  1. convert.ipynb +1343 -0
convert.ipynb ADDED
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+ {
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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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+ "metadata": {
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+ "id": "-pcSZJqCB8qn"
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+ },
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+ "outputs": [],
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+ "source": [
11
+ "!pip install huggingface_hub datasets"
12
+ ]
13
+ },
14
+ {
15
+ "cell_type": "code",
16
+ "execution_count": 2,
17
+ "metadata": {
18
+ "executionInfo": {
19
+ "elapsed": 4264,
20
+ "status": "ok",
21
+ "timestamp": 1736020137690,
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+ "user": {
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+ "displayName": "Ruedi Steinmann",
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+ "userId": "06668216725139701947"
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+ },
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+ "user_tz": -60
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+ },
28
+ "id": "M098ur2wEBkj"
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+ },
30
+ "outputs": [],
31
+ "source": [
32
+ "from datasets import load_dataset\n",
33
+ "\n",
34
+ "ds = load_dataset(\"codeparrot/github-code\", split=\"train\", streaming=True,trust_remote_code=True)"
35
+ ]
36
+ },
37
+ {
38
+ "cell_type": "code",
39
+ "execution_count": null,
40
+ "metadata": {
41
+ "colab": {
42
+ "base_uri": "https://localhost:8080/"
43
+ },
44
+ "executionInfo": {
45
+ "elapsed": 492,
46
+ "status": "ok",
47
+ "timestamp": 1736013861782,
48
+ "user": {
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+ "displayName": "Ruedi Steinmann",
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+ "userId": "06668216725139701947"
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+ },
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+ "user_tz": -60
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+ },
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+ "id": "Hqn_Jn04fONN",
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+ "outputId": "f86724d0-e4c3-4d89-cd93-10888b2c8712"
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+ },
57
+ "outputs": [],
58
+ "source": [
59
+ "languagesOrig={\n",
60
+ " \"Assembly\": [\".asm\"],\n",
61
+ " \"Batchfile\": [\".bat\", \".cmd\"],\n",
62
+ " \"C\": [\".c\", \".h\"],\n",
63
+ " \"C#\": [\".cs\"],\n",
64
+ " \"C++\": [\".cpp\", \".hpp\", \".c++\", \".h++\", \".cc\", \".hh\", \".C\", \".H\"],\n",
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+ " \"CMake\": [\".cmake\"],\n",
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+ " \"CSS\": [\".css\"],\n",
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+ " \"Dockerfile\": [\".dockerfile\", \"Dockerfile\"],\n",
68
+ " \"FORTRAN\": ['.f90', '.f', '.f03', '.f08', '.f77', '.f95', '.for', '.fpp'],\n",
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+ " \"GO\": [\".go\"],\n",
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+ " \"Haskell\": [\".hs\"],\n",
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+ " \"HTML\":[\".html\"],\n",
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+ " \"Java\": [\".java\"],\n",
73
+ " \"JavaScript\": [\".js\"],\n",
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+ " \"Julia\": [\".jl\"],\n",
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+ " \"Lua\": [\".lua\"],\n",
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+ " \"Makefile\": [\"Makefile\"],\n",
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+ " \"Markdown\": [\".md\", \".markdown\"],\n",
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+ " \"PHP\": [\".php\", \".php3\", \".php4\", \".php5\", \".phps\", \".phpt\"],\n",
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+ " \"Perl\": [\".pl\", \".pm\", \".pod\", \".perl\"],\n",
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+ " \"PowerShell\": ['.ps1', '.psd1', '.psm1'],\n",
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+ " \"Python\": [\".py\"],\n",
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+ " \"Ruby\": [\".rb\"],\n",
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+ " \"Rust\": [\".rs\"],\n",
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+ " \"SQL\": [\".sql\"],\n",
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+ " \"Scala\": [\".scala\"],\n",
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+ " \"Shell\": [\".sh\", \".bash\", \".command\", \".zsh\"],\n",
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+ " \"TypeScript\": [\".ts\", \".tsx\"],\n",
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+ " \"TeX\": [\".tex\"],\n",
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+ " \"Visual Basic\": [\".vb\"]\n",
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+ "};"
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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": null,
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+ "metadata": {
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+ "colab": {
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+ "base_uri": "https://localhost:8080/"
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+ },
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+ "executionInfo": {
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+ "elapsed": 385,
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+ "status": "ok",
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+ "timestamp": 1736020152638,
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+ "user": {
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+ "displayName": "Ruedi Steinmann",
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+ "userId": "06668216725139701947"
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+ },
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+ "user_tz": -60
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+ },
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+ "id": "kTOf2NnKkCUI",
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+ "outputId": "6dd96a1b-be4b-4c7e-c31c-e6ebde93a24b"
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+ },
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+ "outputs": [],
114
+ "source": [
115
+ "import pyarrow.parquet as pq\n",
116
+ "import pyarrow as pa\n",
117
+ "\n",
118
+ "writerPerLanguage = {}\n",
119
+ "remainingSizePerLanguage = {}\n",
120
+ "batches = {}\n",
121
+ "\n",
122
+ "languages = {\n",
123
+ " 'HTML': 'html',\n",
124
+ " 'Java': 'java',\n",
125
+ " 'JavaScript': 'js',\n",
126
+ " 'CSS': 'css',\n",
127
+ " 'C#': 'cs',\n",
128
+ " 'TypeScript': 'ts',\n",
129
+ " \"Assembly\": \"asm\",\n",
130
+ " \"Batchfile\": \"bat\",\n",
131
+ " \"C\": 'c',\n",
132
+ " \"C++\": 'cpp',\n",
133
+ " \"CMake\": \"cmake\",\n",
134
+ " \"Dockerfile\": \"dockerfile\",\n",
135
+ " \"FORTRAN\": 'f',\n",
136
+ " \"GO\": \"go\",\n",
137
+ " \"Haskell\": \"hs\",\n",
138
+ " \"Julia\": \"jl\",\n",
139
+ " \"Lua\": \"lua\",\n",
140
+ " \"Makefile\": \"makefile\",\n",
141
+ " \"Markdown\": \"md\",\n",
142
+ " \"PHP\": \"php\",\n",
143
+ " \"Perl\": \"perl\",\n",
144
+ " \"PowerShell\": 'ps1',\n",
145
+ " \"Python\": \"py\",\n",
146
+ " \"Ruby\": \"rb\",\n",
147
+ " \"Rust\": \"rs\",\n",
148
+ " \"SQL\": \"sql\",\n",
149
+ " \"Scala\": \"scala\",\n",
150
+ " \"Shell\": \"sh\",\n",
151
+ " \"TeX\": \"tex\",\n",
152
+ " \"Visual Basic\": \"vb\"\n",
153
+ "}\n",
154
+ "\n",
155
+ "batchSize=1024\n",
156
+ "\n",
157
+ "schema = pa.schema([\n",
158
+ " pa.field(\"code\", pa.string()),\n",
159
+ " pa.field(\"repo_name\", pa.string()),\n",
160
+ " pa.field(\"path\", pa.string()),\n",
161
+ " pa.field(\"language\", pa.string()),\n",
162
+ " pa.field(\"license\", pa.string()),\n",
163
+ " pa.field(\"size\", pa.int32())\n",
164
+ "])\n",
165
+ "for language in languages.keys():\n",
166
+ " print('Creating writer for '+language)\n",
167
+ " writerPerLanguage[language] = pq.ParquetWriter(languages[language]+'.parquet', schema=schema)\n",
168
+ " remainingSizePerLanguage[language] = 10*1024*1024*1024;\n",
169
+ " batches[language] = []"
170
+ ]
171
+ },
172
+ {
173
+ "cell_type": "code",
174
+ "execution_count": null,
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+ "metadata": {
176
+ "colab": {
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+ "base_uri": "https://localhost:8080/",
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+ "height": 391
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+ },
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+ "executionInfo": {
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+ "elapsed": 144963,
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+ "status": "error",
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+ "timestamp": 1736020917723,
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+ "user": {
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+ "displayName": "Ruedi Steinmann",
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+ "userId": "06668216725139701947"
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+ },
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+ "user_tz": -60
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+ },
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+ "id": "9MyaoY5uljr2",
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+ "outputId": "f977b9d5-2aac-42bc-90fa-655cbc93d26a"
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+ },
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+ "outputs": [],
194
+ "source": [
195
+ "for row in ds:\n",
196
+ " language=row[\"language\"]\n",
197
+ " if language in writerPerLanguage.keys():\n",
198
+ " batch=batches[language]\n",
199
+ " row[\"language\"]=languages[language]\n",
200
+ " batch.append(row)\n",
201
+ " remainingSizePerLanguage[language] -= row[\"size\"]\n",
202
+ " if len(batch)>batchSize:\n",
203
+ " writerPerLanguage[language].write_batch(pa.RecordBatch.from_pylist(batch, schema=schema))\n",
204
+ " batches[language] = []\n",
205
+ " batch=[]\n",
206
+ " if remainingSizePerLanguage[language] < 0:\n",
207
+ " print('completed '+language)\n",
208
+ " writerPerLanguage[language].write_batch(pa.RecordBatch.from_pylist(batch, schema=schema))\n",
209
+ " writerPerLanguage[language].close()\n",
210
+ " del writerPerLanguage[language]\n",
211
+ " del remainingSizePerLanguage[language]\n",
212
+ " del batches[language]\n",
213
+ " if len(writerPerLanguage)==0:\n",
214
+ " break\n",
215
+ "\n",
216
+ "for language in writerPerLanguage.keys():\n",
217
+ " batch=batches[language]\n",
218
+ " writerPerLanguage[language].write_batch(pa.RecordBatch.from_pylist(batch, schema=schema))\n",
219
+ " writerPerLanguage[language].close()"
220
+ ]
221
+ },
222
+ {
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+ "cell_type": "code",
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+ "execution_count": null,
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+ "metadata": {
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+ "colab": {
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+ "base_uri": "https://localhost:8080/",
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+ "height": 130,
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+ "referenced_widgets": [
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+ "04bc51efe2734c308109e9c84d12be0a",
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+ "e4b11afe53034934992cec2fdd953c0f",
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+ "17d56a812c7a4051a2de3d15b7ba9269",
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+ "a823a29929c64431b6460f3600736b23",
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+ "7051cb0213d7446c8aa22cace52b6067",
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+ "c771caf9a37e4b4a8a6618f1c1598370"
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+ ]
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+ },
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+ "executionInfo": {
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+ "elapsed": 7372,
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+ "status": "ok",
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+ "timestamp": 1736019998026,
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+ "user": {
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+ "displayName": "Ruedi Steinmann",
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+ "userId": "06668216725139701947"
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+ },
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+ "user_tz": -60
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+ "id": "8Nf35EXSz1lO",
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+ "outputId": "205204d7-5034-4b7b-f71c-dcef59c86b06"
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+ },
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+ "outputs": [],
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+ "source": [
280
+ "from datasets import load_dataset\n",
281
+ "for language in languages.keys():\n",
282
+ " print('Uploading '+language)\n",
283
+ " langDs=load_dataset('parquet',data_files=[languages[language]+'.parquet'])\n",
284
+ " langDs.push_to_hub('ruediste/codeparrot-github-code',languages[language])"
285
+ ]
286
+ }
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+ ],
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+ "metadata": {
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+ "colab": {
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+ "authorship_tag": "ABX9TyMcMRF4yH51aVZTSSQ4uMuD",
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+ "provenance": []
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+ },
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+ "kernelspec": {
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+ "display_name": "Python 3 (ipykernel)",
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+ "language": "python",
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+ "name": "python3"
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+ },
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+ "language_info": {
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+ "codemirror_mode": {
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+ "name": "ipython",
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+ "version": 3
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+ },
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+ "file_extension": ".py",
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+ "mimetype": "text/x-python",
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+ "name": "python",
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+ "nbconvert_exporter": "python",
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+ "pygments_lexer": "ipython3",
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+ "version": "3.12.3"
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+ },
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+ "state": {
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+ "_dom_classes": [],
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+ "_model_module": "@jupyter-widgets/controls",
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+ "_model_module_version": "1.5.0",
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+ "_model_name": "HTMLModel",
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+ "_view_count": null,
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+ "_view_module": "@jupyter-widgets/controls",
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+ "_view_module_version": "1.5.0",
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+ "_view_name": "HTMLView",
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+ "layout": "IPY_MODEL_7051cb0213d7446c8aa22cace52b6067",
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+ "placeholder": "​",
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+ "style": "IPY_MODEL_c771caf9a37e4b4a8a6618f1c1598370",
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+ "value": " 70.0/70.0 [00:00&lt;00:00, 4.21kB/s]"
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+ }
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+ "model_module_version": "1.2.0",
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+ "model_name": "LayoutModel",
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