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{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Explore Dataset: docugami/dfm-csl-large-benchmark\n",
"\n",
"See [README](./README.md) for more information"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"DATASET_NAME=\"Docugami/dfm-csl-large-benchmark\""
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
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"\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
"\u001b[0m"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "c5591c50842d4a6f99800ce774776236",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(HTML(value='<center> <img\\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.sv…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# install dependencies and get a token\n",
"!pip install datasets huggingface_hub ipywidgets\n",
"\n",
"from huggingface_hub import notebook_login\n",
"notebook_login()\n"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Update Dataset from Github\n",
"Note: this requires write access to the dataset."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"--2023-05-29 19:03:22-- https://raw.githubusercontent.com/docugami/DFM-benchmarks/main/data/annotations/CSL-Large.csv\n",
"Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.110.133, 185.199.108.133, ...\n",
"Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 1130946 (1.1M) [text/plain]\n",
"Saving to: ‘./temp/CSL-Large.csv.1’\n",
"\n",
"CSL-Large.csv.1 100%[===================>] 1.08M 5.72MB/s in 0.2s \n",
"\n",
"2023-05-29 19:03:23 (5.72 MB/s) - ‘./temp/CSL-Large.csv.1’ saved [1130946/1130946]\n",
"\n"
]
}
],
"source": [
"# download latest CSV from github\n",
"!wget -P ./temp https://raw.githubusercontent.com/docugami/DFM-benchmarks/main/data/annotations/CSL-Large.csv"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Downloading and preparing dataset csv/default to /root/.cache/huggingface/datasets/csv/default-386db05c8f0598e0/0.0.0...\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "63298c1dcbd642468f3cc580bcc80297",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Downloading data files: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "4d2d9eec67e64fcba634c69f2453beaf",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
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]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "69c7b2b3090a488bad506b66496105c4",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Generating train split: 0 examples [00:00, ? examples/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Dataset csv downloaded and prepared to /root/.cache/huggingface/datasets/csv/default-386db05c8f0598e0/0.0.0. Subsequent calls will reuse this data.\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "0c719935d3824027b1caa3260bcbbf1e",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Pushing dataset shards to the dataset hub: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "fb17ac28c0044959bf19f24a8c33e2a0",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Creating parquet from Arrow format: 0%| | 0/2 [00:00<?, ?ba/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "a0cc1556120a41dfaa6fa36c07cb67c2",
"version_major": 2,
"version_minor": 0
},
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]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "d24bc578be9347eba62f452e489cb568",
"version_major": 2,
"version_minor": 0
},
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]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from datasets import Dataset\n",
"\n",
"# Load the data from the csv\n",
"dataset = Dataset.from_csv('./temp/CSL-Large.csv')\n",
"\n",
"# Push the dataset to the Hugging Face Hub\n",
"dataset.push_to_hub(DATASET_NAME, split=\"eval\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
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},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
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