Created
November 29, 2023 09:20
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Query collection with date filter
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "initial_id", | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"import uuid\n", | |
"import chromadb\n", | |
"\n", | |
"import datetime\n", | |
"import random\n", | |
"\n", | |
"now = datetime.datetime.now()\n", | |
"two_weeks_ago = now - datetime.timedelta(days=14)\n", | |
"\n", | |
"dates = [\n", | |
" two_weeks_ago + datetime.timedelta(days=random.randint(0, 14))\n", | |
" for _ in range(100)\n", | |
"]\n", | |
"dates = [int(date.timestamp()) for date in dates]\n", | |
"\n", | |
"# convert epoch seconds to iso format\n", | |
"\n", | |
"def iso_date(epoch_seconds): return datetime.datetime.fromtimestamp(\n", | |
" epoch_seconds).isoformat()\n", | |
"\n", | |
"client = chromadb.EphemeralClient()\n", | |
"\n", | |
"col = client.get_or_create_collection(\"test\")\n", | |
"\n", | |
"col.add(ids=[f\"{uuid.uuid4()}\" for _ in range(100)], documents=[\n", | |
" f\"document {i}\" for i in range(100)], metadatas=[{\"date\": date} for date in dates])\n", | |
"\n", | |
"res = col.get(where={\"date\": {\"$gt\": (now - datetime.timedelta(days=7)).timestamp()}})\n", | |
"\n", | |
"for i in res['metadatas']:\n", | |
" print(iso_date(i['date']))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"outputs": [], | |
"source": [], | |
"metadata": { | |
"collapsed": false | |
}, | |
"id": "56eaaa556de8f723" | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 2 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython2", | |
"version": "2.7.6" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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