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tazarov/update-upsert-inconsistent-responses.ipynb

Created December 5, 2023 16:58
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update-upsert-inconsistent-responses.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"id": "initial_id",
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import chromadb\n",
"\n",
"from chromadb.utils.embedding_functions import OpenAIEmbeddingFunction\n",
"client = chromadb.HttpClient()\n",
"\n",
"ef = OpenAIEmbeddingFunction(api_key=\"sk-xxxxxx\")\n",
"col = client.get_or_create_collection(\"test\",embedding_function=ef)\n",
"\n",
"col.add(ids=[\"1\"],documents=[\"Test document 1\"])\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"outputs": [
{
"ename": "Exception",
"evalue": "{\"detail\":\"Embedding dimension 384 does not match collection dimensionality 1536\"}",
"output_type": "error",
"traceback": [
"\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
"\u001B[0;31mHTTPError\u001B[0m Traceback (most recent call last)",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/chromadb/api/fastapi.py:628\u001B[0m, in \u001B[0;36mraise_chroma_error\u001B[0;34m(resp)\u001B[0m\n\u001B[1;32m 627\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 628\u001B[0m \u001B[43mresp\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mraise_for_status\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 629\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m requests\u001B[38;5;241m.\u001B[39mHTTPError:\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/.venv/lib/python3.11/site-packages/requests/models.py:1021\u001B[0m, in \u001B[0;36mResponse.raise_for_status\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m 1020\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m http_error_msg:\n\u001B[0;32m-> 1021\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m HTTPError(http_error_msg, response\u001B[38;5;241m=\u001B[39m\u001B[38;5;28mself\u001B[39m)\n",
"\u001B[0;31mHTTPError\u001B[0m: 500 Server Error: Internal Server Error for url: http://localhost:8000/api/v1/collections/1cc231ef-b34b-463a-9fc7-69b3184ba2a6/add",
"\nDuring handling of the above exception, another exception occurred:\n",
"\u001B[0;31mException\u001B[0m Traceback (most recent call last)",
"Cell \u001B[0;32mIn[4], line 3\u001B[0m\n\u001B[1;32m 1\u001B[0m no_ef_col \u001B[38;5;241m=\u001B[39m client\u001B[38;5;241m.\u001B[39mget_collection(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mtest\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[0;32m----> 3\u001B[0m \u001B[43mno_ef_col\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43madd\u001B[49m\u001B[43m(\u001B[49m\u001B[43mids\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m[\u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43m2\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m]\u001B[49m\u001B[43m,\u001B[49m\u001B[43mdocuments\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m[\u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43mTest document 2\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m]\u001B[49m\u001B[43m)\u001B[49m\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/chromadb/api/models/Collection.py:161\u001B[0m, in \u001B[0;36mCollection.add\u001B[0;34m(self, ids, embeddings, metadatas, documents, images, uris)\u001B[0m\n\u001B[1;32m 156\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mValueError\u001B[39;00m(\n\u001B[1;32m 157\u001B[0m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mYou must set a data loader on the collection if loading from URIs.\u001B[39m\u001B[38;5;124m\"\u001B[39m\n\u001B[1;32m 158\u001B[0m )\n\u001B[1;32m 159\u001B[0m embeddings \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_embed(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_data_loader(uris))\n\u001B[0;32m--> 161\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_client\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_add\u001B[49m\u001B[43m(\u001B[49m\u001B[43mids\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mid\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43membeddings\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mmetadatas\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mdocuments\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43muris\u001B[49m\u001B[43m)\u001B[49m\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/chromadb/telemetry/opentelemetry/__init__.py:127\u001B[0m, in \u001B[0;36mtrace_method.<locals>.decorator.<locals>.wrapper\u001B[0;34m(*args, **kwargs)\u001B[0m\n\u001B[1;32m 125\u001B[0m \u001B[38;5;28;01mglobal\u001B[39;00m tracer, granularity\n\u001B[1;32m 126\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m trace_granularity \u001B[38;5;241m<\u001B[39m granularity:\n\u001B[0;32m--> 127\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43mf\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43margs\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 128\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m tracer:\n\u001B[1;32m 129\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m f(\u001B[38;5;241m*\u001B[39margs, \u001B[38;5;241m*\u001B[39m\u001B[38;5;241m*\u001B[39mkwargs)\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/chromadb/api/fastapi.py:490\u001B[0m, in \u001B[0;36mFastAPI._add\u001B[0;34m(self, ids, collection_id, embeddings, metadatas, documents, uris)\u001B[0m\n\u001B[1;32m 488\u001B[0m validate_batch(batch, {\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mmax_batch_size\u001B[39m\u001B[38;5;124m\"\u001B[39m: \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mmax_batch_size})\n\u001B[1;32m 489\u001B[0m resp \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_submit_batch(batch, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m/collections/\u001B[39m\u001B[38;5;124m\"\u001B[39m \u001B[38;5;241m+\u001B[39m \u001B[38;5;28mstr\u001B[39m(collection_id) \u001B[38;5;241m+\u001B[39m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m/add\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[0;32m--> 490\u001B[0m \u001B[43mraise_chroma_error\u001B[49m\u001B[43m(\u001B[49m\u001B[43mresp\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 491\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/chromadb/api/fastapi.py:630\u001B[0m, in \u001B[0;36mraise_chroma_error\u001B[0;34m(resp)\u001B[0m\n\u001B[1;32m 628\u001B[0m resp\u001B[38;5;241m.\u001B[39mraise_for_status()\n\u001B[1;32m 629\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m requests\u001B[38;5;241m.\u001B[39mHTTPError:\n\u001B[0;32m--> 630\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m (\u001B[38;5;167;01mException\u001B[39;00m(resp\u001B[38;5;241m.\u001B[39mtext))\n",
"\u001B[0;31mException\u001B[0m: {\"detail\":\"Embedding dimension 384 does not match collection dimensionality 1536\"}"
]
}
],
"source": [
"no_ef_col = client.get_collection(\"test\")\n",
"\n",
"no_ef_col.add(ids=[\"2\"],documents=[\"Test document 2\"])"
],
"metadata": {
"collapsed": false,
"ExecuteTime": {
"end_time": "2023-12-05T16:51:27.945693Z",
"start_time": "2023-12-05T16:51:27.458116Z"
}
},
"id": "88dbea63697ddb8e"
},
{
"cell_type": "code",
"execution_count": 5,
"outputs": [
{
"ename": "HTTPError",
"evalue": "400 Client Error: Bad Request for url: http://localhost:8000/api/v1/collections/1cc231ef-b34b-463a-9fc7-69b3184ba2a6/update",
"output_type": "error",
"traceback": [
"\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
"\u001B[0;31mHTTPError\u001B[0m Traceback (most recent call last)",
"Cell \u001B[0;32mIn[5], line 3\u001B[0m\n\u001B[1;32m 1\u001B[0m no_ef_col \u001B[38;5;241m=\u001B[39m client\u001B[38;5;241m.\u001B[39mget_collection(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mtest\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[0;32m----> 3\u001B[0m \u001B[43mno_ef_col\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mupdate\u001B[49m\u001B[43m(\u001B[49m\u001B[43mids\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m[\u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43m1\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m]\u001B[49m\u001B[43m,\u001B[49m\u001B[43mdocuments\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m[\u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43mTest document 2\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m]\u001B[49m\u001B[43m)\u001B[49m\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/chromadb/api/models/Collection.py:419\u001B[0m, in \u001B[0;36mCollection.update\u001B[0;34m(self, ids, embeddings, metadatas, documents, images, uris)\u001B[0m\n\u001B[1;32m 416\u001B[0m \u001B[38;5;28;01melif\u001B[39;00m images \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[1;32m 417\u001B[0m embeddings \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_embed(\u001B[38;5;28minput\u001B[39m\u001B[38;5;241m=\u001B[39mimages)\n\u001B[0;32m--> 419\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_client\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_update\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mid\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mids\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43membeddings\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mmetadatas\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mdocuments\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43muris\u001B[49m\u001B[43m)\u001B[49m\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/chromadb/telemetry/opentelemetry/__init__.py:127\u001B[0m, in \u001B[0;36mtrace_method.<locals>.decorator.<locals>.wrapper\u001B[0;34m(*args, **kwargs)\u001B[0m\n\u001B[1;32m 125\u001B[0m \u001B[38;5;28;01mglobal\u001B[39;00m tracer, granularity\n\u001B[1;32m 126\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m trace_granularity \u001B[38;5;241m<\u001B[39m granularity:\n\u001B[0;32m--> 127\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43mf\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43margs\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 128\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m tracer:\n\u001B[1;32m 129\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m f(\u001B[38;5;241m*\u001B[39margs, \u001B[38;5;241m*\u001B[39m\u001B[38;5;241m*\u001B[39mkwargs)\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/chromadb/api/fastapi.py:513\u001B[0m, in \u001B[0;36mFastAPI._update\u001B[0;34m(self, collection_id, ids, embeddings, metadatas, documents, uris)\u001B[0m\n\u001B[1;32m 509\u001B[0m validate_batch(batch, {\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mmax_batch_size\u001B[39m\u001B[38;5;124m\"\u001B[39m: \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mmax_batch_size})\n\u001B[1;32m 510\u001B[0m resp \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_submit_batch(\n\u001B[1;32m 511\u001B[0m batch, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m/collections/\u001B[39m\u001B[38;5;124m\"\u001B[39m \u001B[38;5;241m+\u001B[39m \u001B[38;5;28mstr\u001B[39m(collection_id) \u001B[38;5;241m+\u001B[39m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m/update\u001B[39m\u001B[38;5;124m\"\u001B[39m\n\u001B[1;32m 512\u001B[0m )\n\u001B[0;32m--> 513\u001B[0m \u001B[43mresp\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mraise_for_status\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 514\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/.venv/lib/python3.11/site-packages/requests/models.py:1021\u001B[0m, in \u001B[0;36mResponse.raise_for_status\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m 1016\u001B[0m http_error_msg \u001B[38;5;241m=\u001B[39m (\n\u001B[1;32m 1017\u001B[0m \u001B[38;5;124mf\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;132;01m{\u001B[39;00m\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mstatus_code\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;124m Server Error: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00mreason\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;124m for url: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00m\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39murl\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;124m\"\u001B[39m\n\u001B[1;32m 1018\u001B[0m )\n\u001B[1;32m 1020\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m http_error_msg:\n\u001B[0;32m-> 1021\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m HTTPError(http_error_msg, response\u001B[38;5;241m=\u001B[39m\u001B[38;5;28mself\u001B[39m)\n",
"\u001B[0;31mHTTPError\u001B[0m: 400 Client Error: Bad Request for url: http://localhost:8000/api/v1/collections/1cc231ef-b34b-463a-9fc7-69b3184ba2a6/update"
]
}
],
"source": [
"no_ef_col = client.get_collection(\"test\")\n",
"\n",
"no_ef_col.update(ids=[\"1\"],documents=[\"Updated Test document 1\"])"
],
"metadata": {
"collapsed": false,
"ExecuteTime": {
"end_time": "2023-12-05T16:51:44.610411Z",
"start_time": "2023-12-05T16:51:44.490977Z"
}
},
"id": "d3de73b8eba01cd2"
},
{
"cell_type": "code",
"execution_count": 6,
"outputs": [
{
"ename": "HTTPError",
"evalue": "400 Client Error: Bad Request for url: http://localhost:8000/api/v1/collections/1cc231ef-b34b-463a-9fc7-69b3184ba2a6/update",
"output_type": "error",
"traceback": [
"\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
"\u001B[0;31mHTTPError\u001B[0m Traceback (most recent call last)",
"Cell \u001B[0;32mIn[6], line 3\u001B[0m\n\u001B[1;32m 1\u001B[0m no_ef_col \u001B[38;5;241m=\u001B[39m client\u001B[38;5;241m.\u001B[39mget_collection(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mtest\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[0;32m----> 3\u001B[0m \u001B[43mno_ef_col\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mupdate\u001B[49m\u001B[43m(\u001B[49m\u001B[43mids\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m[\u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43m2\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m]\u001B[49m\u001B[43m,\u001B[49m\u001B[43mdocuments\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m[\u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43mTest document 2\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m]\u001B[49m\u001B[43m)\u001B[49m\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/chromadb/api/models/Collection.py:419\u001B[0m, in \u001B[0;36mCollection.update\u001B[0;34m(self, ids, embeddings, metadatas, documents, images, uris)\u001B[0m\n\u001B[1;32m 416\u001B[0m \u001B[38;5;28;01melif\u001B[39;00m images \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[1;32m 417\u001B[0m embeddings \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_embed(\u001B[38;5;28minput\u001B[39m\u001B[38;5;241m=\u001B[39mimages)\n\u001B[0;32m--> 419\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_client\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_update\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mid\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mids\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43membeddings\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mmetadatas\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mdocuments\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43muris\u001B[49m\u001B[43m)\u001B[49m\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/chromadb/telemetry/opentelemetry/__init__.py:127\u001B[0m, in \u001B[0;36mtrace_method.<locals>.decorator.<locals>.wrapper\u001B[0;34m(*args, **kwargs)\u001B[0m\n\u001B[1;32m 125\u001B[0m \u001B[38;5;28;01mglobal\u001B[39;00m tracer, granularity\n\u001B[1;32m 126\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m trace_granularity \u001B[38;5;241m<\u001B[39m granularity:\n\u001B[0;32m--> 127\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43mf\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43margs\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 128\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m tracer:\n\u001B[1;32m 129\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m f(\u001B[38;5;241m*\u001B[39margs, \u001B[38;5;241m*\u001B[39m\u001B[38;5;241m*\u001B[39mkwargs)\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/chromadb/api/fastapi.py:513\u001B[0m, in \u001B[0;36mFastAPI._update\u001B[0;34m(self, collection_id, ids, embeddings, metadatas, documents, uris)\u001B[0m\n\u001B[1;32m 509\u001B[0m validate_batch(batch, {\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mmax_batch_size\u001B[39m\u001B[38;5;124m\"\u001B[39m: \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mmax_batch_size})\n\u001B[1;32m 510\u001B[0m resp \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_submit_batch(\n\u001B[1;32m 511\u001B[0m batch, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m/collections/\u001B[39m\u001B[38;5;124m\"\u001B[39m \u001B[38;5;241m+\u001B[39m \u001B[38;5;28mstr\u001B[39m(collection_id) \u001B[38;5;241m+\u001B[39m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m/update\u001B[39m\u001B[38;5;124m\"\u001B[39m\n\u001B[1;32m 512\u001B[0m )\n\u001B[0;32m--> 513\u001B[0m \u001B[43mresp\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mraise_for_status\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 514\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m\n",
"File \u001B[0;32m~/experiments/chroma-experiments/1445-cohere-sdk-v7/.venv/lib/python3.11/site-packages/requests/models.py:1021\u001B[0m, in \u001B[0;36mResponse.raise_for_status\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m 1016\u001B[0m http_error_msg \u001B[38;5;241m=\u001B[39m (\n\u001B[1;32m 1017\u001B[0m \u001B[38;5;124mf\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;132;01m{\u001B[39;00m\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mstatus_code\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;124m Server Error: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00mreason\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;124m for url: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00m\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39murl\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;124m\"\u001B[39m\n\u001B[1;32m 1018\u001B[0m )\n\u001B[1;32m 1020\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m http_error_msg:\n\u001B[0;32m-> 1021\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m HTTPError(http_error_msg, response\u001B[38;5;241m=\u001B[39m\u001B[38;5;28mself\u001B[39m)\n",
"\u001B[0;31mHTTPError\u001B[0m: 400 Client Error: Bad Request for url: http://localhost:8000/api/v1/collections/1cc231ef-b34b-463a-9fc7-69b3184ba2a6/update"
]
}
],
"source": [
"no_ef_col = client.get_collection(\"test\")\n",
"\n",
"no_ef_col.update(ids=[\"2\"],documents=[\"Test document 2\"])"
],
"metadata": {
"collapsed": false,
"ExecuteTime": {
"end_time": "2023-12-05T16:52:21.717850Z",
"start_time": "2023-12-05T16:52:21.464759Z"
}
},
"id": "38c0e58a65e7609e"
},
{
"cell_type": "code",
"execution_count": null,
"outputs": [],
"source": [],
"metadata": {
"collapsed": false
},
"id": "69cbb76ba3dff46"
}
],
"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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