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Harrison/discord loader (#3200)

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Co-authored-by: Rajtilak Bhattacharjee <rajtilak.blog@gmail.com>
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Harrison Chase 2023-04-19 21:04:12 -07:00 committed by GitHub
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62
docs/modules/indexes/document_loaders/examples/discord_loader.ipynb
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@ -1,30 +1,52 @@
{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"id": "6ad0a850",
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd"
"# How to download your Discord data\n",
"\n",
"You can follow the below steps to download your Discord data:\n",
"\n",
"1. Go to your **User Settings**\n",
"2. Then go to **Privacy and Safety**\n",
"3. Head over to the **Request all of my Data** and click on **Request Data** button\n",
"\n",
"It might take 30 days for you to receive your data. You'll receive an email at the address which is registered with Discord. That email will have a download button using which you would be able to download your personal Discord data."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "3d4f1bdd",
"metadata": {},
"outputs": [],
"source": [
"df = pd.read_csv(\"example_data/fake_discord_chat.csv\")\n",
"df.head()"
"import pandas as pd\n",
"import os"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"path = input(\"Please enter the path to the contents of the Discord \\\"messages\\\" folder: \")\n",
"li = []\n",
"for f in os.listdir(path):\n",
" expected_csv_path = os.path.join(path, f, 'messages.csv')\n",
" csv_exists = os.path.isfile(expected_csv_path)\n",
" if csv_exists:\n",
" df = pd.read_csv(expected_csv_path, index_col=None, header=0)\n",
" li.append(df)\n",
"\n",
"df = pd.concat(li, axis=0, ignore_index=True, sort=False)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "82880d80",
"metadata": {},
"outputs": [],
"source": [
@ -34,34 +56,20 @@
{
"cell_type": "code",
"execution_count": null,
"id": "b825a8d3",
"metadata": {},
"outputs": [],
"source": [
"loader = DiscordChatLoader(df, user_id_col=\"user_id\")\n",
"loader = DiscordChatLoader(df, user_id_col=\"ID\")\n",
"print(loader.load())"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
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"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.1"
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"nbformat_minor": 2
}

170
docs/modules/indexes/document_loaders/examples/example_data/fake_discord_chat.csv
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@ -1,170 +0,0 @@
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At recent a responsibility. Evidence receive space himself no mind. Public eat now situation.",2022-01-01 12:40:00
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1 user_id message timestamp
2 6b118e52-bc2b-487e-9322-a84f217902f1 Street of born. Order around toward serve box. More keep number some. Physical bring doctor wall finally share make. About nothing suddenly somebody gun receive job. 2022-01-01 00:00:00
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index.json
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guild.json
audit-log.json
guild.json
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bans.json
channels.json
emoji.json
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icon.jpeg
webhooks.json
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channels.json
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bans.json
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emoji.json
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webhooks.json
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index.json
account/
activities_e/
activities_w/
activity/
messages/
programs/
README.txt
servers/

26
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48
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2.81571E+18,2023-04-19T15:14:45.904819+00:00,jersivpwzdkeojlgoatabkylwkakvc bdgfbwxdptbkjzz ggr,
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1.68082E+18,2023-04-19T15:14:45.904819+00:00,fmi yzzpjahjsglugqsr ftnfenecusvxlgibriab hhixi sn,
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1.49917E+18,2023-04-19T15:14:45.904819+00:00, shiqajrwvnnlswfumpuklbcmvwxlzwsqbtkemtgxftzawcasp,
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5.1492E+18,2023-04-19T15:14:45.904819+00:00,hqj lumbkmcpxiveavnskdwcezlbhgtsrqfuzlujzchtgbtbpr,
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1.0653E+18,2023-04-19T15:14:45.904819+00:00,wnr gijmotnliwiiekohcpinqouapsovzvjopgpnloplowpao ,
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2.04423E+18,2023-04-19T15:14:45.904819+00:00,ayummlirgdcmdkjwxvnvzzsrsiptfbmofdsrzhb bnar ujwoo,
1.68893E+18,2023-04-19T15:14:45.904819+00:00,luoquyxohllzphpy cczgu t czcsydxrqzkvellptwuptwqp ,
6.04148E+18,2023-04-19T15:14:45.904819+00:00,ztscfhjmwxae matehymiylitkeznbkc ilefzcvwhctiyvpay,
8.3099E+18,2023-04-19T15:14:45.904819+00:00,dpnchtfgcvramkpyrz ebgmxmqmmhddhhbljligcozkifi qhg,
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2.00435E+18,2023-04-19T15:14:45.904819+00:00,nbrsffcvhcwylekehvdqxuagulgobbxdrbuaaqvlsedauljcob,
2.72827E+18,2023-04-19T15:14:45.904819+00:00,eujuyr epmiaqdfjtzqqtixadpuitxzvupltyikigol exjdbg,
1.7177E+18,2023-04-19T15:14:45.904819+00:00,cqnzjkkerbtppocttzpyubfastswsuwavbnqqanaysaoxa ddz,
2.30855E+18,2023-04-19T15:14:45.904819+00:00,fqidr kcmltwfnzejuigwpalgwzhbfnolokvmfxzhbofaofior,
1.86142E+18,2023-04-19T15:14:45.904819+00:00,olathpeoblzhejswcvmbxtvjeepyfjjobqrhwcxrqbunjoeddc,
2.88792E+18,2023-04-19T15:14:45.904819+00:00,uf jljvcrbtnkrcebwfuvxey knnjabarpjacypegnqpmzhrff,
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9 1.65527E+18 2023-04-19T15:14:45.904819+00:00 bfxqasdgvwvlxwcicwubkswglvkgxfsl zgixcjxsijgxehjiz
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11 3.16844E+18 2023-04-19T15:14:45.904819+00:00 kvzkkctyfkbwbzld rvyc futqqy btzdrhzgupewnypqfpaeg
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20 8.5125E+18 2023-04-19T15:14:45.904819+00:00 rppotdjzhunsleitmkacb ayahzsdcvonkbcraupptgbzprxpw
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33 4.81233E+18 2023-04-19T15:14:45.904819+00:00 jorqswywqxweporcylafryeqszwhhlltdpzyl rgok xqwiqrs
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36 1.0653E+18 2023-04-19T15:14:45.904819+00:00 wnr gijmotnliwiiekohcpinqouapsovzvjopgpnloplowpao
37 4.52542E+18 2023-04-19T15:14:45.904819+00:00 bbjfmtjlkynuqkknloihfefvrleyxghzjhuscpucizbkeucukx
38 2.04423E+18 2023-04-19T15:14:45.904819+00:00 ayummlirgdcmdkjwxvnvzzsrsiptfbmofdsrzhb bnar ujwoo
39 1.68893E+18 2023-04-19T15:14:45.904819+00:00 luoquyxohllzphpy cczgu t czcsydxrqzkvellptwuptwqp
40 6.04148E+18 2023-04-19T15:14:45.904819+00:00 ztscfhjmwxae matehymiylitkeznbkc ilefzcvwhctiyvpay
41 8.3099E+18 2023-04-19T15:14:45.904819+00:00 dpnchtfgcvramkpyrz ebgmxmqmmhddhhbljligcozkifi qhg
42 3.14567E+18 2023-04-19T15:14:45.904819+00:00 lqrjodxueugzwytktyhwcwbjbspamtdmslkdbsjpmwqzaxqmyx
43 2.00435E+18 2023-04-19T15:14:45.904819+00:00 nbrsffcvhcwylekehvdqxuagulgobbxdrbuaaqvlsedauljcob
44 2.72827E+18 2023-04-19T15:14:45.904819+00:00 eujuyr epmiaqdfjtzqqtixadpuitxzvupltyikigol exjdbg
45 1.7177E+18 2023-04-19T15:14:45.904819+00:00 cqnzjkkerbtppocttzpyubfastswsuwavbnqqanaysaoxa ddz
46 2.30855E+18 2023-04-19T15:14:45.904819+00:00 fqidr kcmltwfnzejuigwpalgwzhbfnolokvmfxzhbofaofior
47 1.86142E+18 2023-04-19T15:14:45.904819+00:00 olathpeoblzhejswcvmbxtvjeepyfjjobqrhwcxrqbunjoeddc
48 2.88792E+18 2023-04-19T15:14:45.904819+00:00 uf jljvcrbtnkrcebwfuvxey knnjabarpjacypegnqpmzhrff

6
docs/modules/indexes/document_loaders/examples/example_data/fake_discord_data/package/messages/c280973436971515906/messages.csv Normal file
View File

@ -0,0 +1,6 @@
ID,Timestamp,Contents,Attachments
2.79079E+18,2023-04-19T15:14:45.904819+00:00,cl iqaczcrrlprzvbdtvpmduzrdlmtquejjhjfjnt zdsqyksh,
1.51164E+18,2023-04-19T15:14:45.904819+00:00,ywvnjmtybk f ghdagriyswf exupccijgl calztfvujxhujt,
1.66032E+18,2023-04-19T15:14:45.904819+00:00,trxcvlcersrdnqzqzfvrrzehmpekrsdtkbovvagsdlcwqokckq,
2.86805E+18,2023-04-19T15:14:45.904819+00:00,qnkkqjwmwtiqggfko hxzufqnrvpionnglpppuncyswnjibdda,
3.04157E+18,2023-04-19T15:14:45.904819+00:00,nn vitqoscgsiauiezyyficcbgnjyhaujvthdydmoeistkyskl,
1 ID Timestamp Contents Attachments
2 2.79079E+18 2023-04-19T15:14:45.904819+00:00 cl iqaczcrrlprzvbdtvpmduzrdlmtquejjhjfjnt zdsqyksh
3 1.51164E+18 2023-04-19T15:14:45.904819+00:00 ywvnjmtybk f ghdagriyswf exupccijgl calztfvujxhujt
4 1.66032E+18 2023-04-19T15:14:45.904819+00:00 trxcvlcersrdnqzqzfvrrzehmpekrsdtkbovvagsdlcwqokckq
5 2.86805E+18 2023-04-19T15:14:45.904819+00:00 qnkkqjwmwtiqggfko hxzufqnrvpionnglpppuncyswnjibdda
6 3.04157E+18 2023-04-19T15:14:45.904819+00:00 nn vitqoscgsiauiezyyficcbgnjyhaujvthdydmoeistkyskl

2
langchain/document_loaders/discord.py
View File

@ -13,7 +13,7 @@ if TYPE_CHECKING:
class DiscordChatLoader(BaseLoader):
"""Load Discord chat logs."""
def __init__(self, chat_log: pd.DataFrame, user_id_col: str = "user_id"):
def __init__(self, chat_log: pd.DataFrame, user_id_col: str = "ID"):
"""Initialize with a Pandas DataFrame containing chat logs."""
if not isinstance(chat_log, pd.DataFrame):
raise ValueError(