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[ENH]: Auth Providers - Static API Token (#1051)
Refs: #1027 ## Description of changes *Summarize the changes made by this PR.* - New functionality - Baseline functionality and tests implemented - Example notebook updated - Minor refactor on the client creds provider to allow for user specific credentials fetching. ## Test plan *How are these changes tested?* - [x] Tests pass locally with `pytest` for python (regression) - [x] New fixtures added for token-based auth ## Documentation Changes Docs should be updated to highlight the new supported auth method.
This commit is contained in:
Trayan Azarov
@@ -135,7 +135,7 @@
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{
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"cell_type": "markdown",
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"source": [
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"### Basic Authentication"
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"## Basic Authentication"
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],
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"metadata": {
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"collapsed": false
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@@ -160,7 +160,8 @@
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"from chromadb import Settings\n",
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"\n",
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"client = chromadb.HttpClient(\n",
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" settings=Settings(chroma_client_auth_provider=\"chromadb.auth.basic.BasicAuthClientProvider\",chroma_client_auth_credentials=\"admin:admin\"))\n",
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" settings=Settings(chroma_client_auth_provider=\"chromadb.auth.basic.BasicAuthClientProvider\",\n",
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" chroma_client_auth_credentials=\"admin:admin\"))\n",
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"client.heartbeat() # this should work with or without authentication - it is a public endpoint\n",
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"\n",
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"client.get_version() # this should work with or without authentication - it is a public endpoint\n",
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@@ -221,18 +222,152 @@
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},
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"id": "c0c3240ed4d70a79"
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},
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{
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"cell_type": "markdown",
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"source": [
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"## Token Authentication\n",
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"\n",
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"> Note: Tokens must be valid ASCII strings.\n",
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"\n",
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"### Default Token (`Authorization` with `Bearer`)"
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],
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"metadata": {
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"collapsed": false
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},
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"id": "390aed41f019649b"
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"outputs": [
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{
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"ename": "ConnectionError",
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"evalue": "HTTPConnectionPool(host='localhost', port=8000): Max retries exceeded with url: /api/v1 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x112d27250>: Failed to establish a new connection: [Errno 61] Connection refused'))",
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"output_type": "error",
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"traceback": [
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"\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
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"\u001B[0;31mConnectionRefusedError\u001B[0m Traceback (most recent call last)",
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"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/urllib3/connection.py:174\u001B[0m, in \u001B[0;36mHTTPConnection._new_conn\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m 173\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 174\u001B[0m conn \u001B[38;5;241m=\u001B[39m \u001B[43mconnection\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mcreate_connection\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 175\u001B[0m \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[43m_dns_host\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[43mport\u001B[49m\u001B[43m)\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[43mtimeout\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[43mextra_kw\u001B[49m\n\u001B[1;32m 176\u001B[0m \u001B[43m \u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 178\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m SocketTimeout:\n",
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"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/urllib3/util/connection.py:95\u001B[0m, in \u001B[0;36mcreate_connection\u001B[0;34m(address, timeout, source_address, socket_options)\u001B[0m\n\u001B[1;32m 94\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m err \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[0;32m---> 95\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m err\n\u001B[1;32m 97\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m socket\u001B[38;5;241m.\u001B[39merror(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mgetaddrinfo returns an empty list\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n",
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"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/urllib3/util/connection.py:85\u001B[0m, in \u001B[0;36mcreate_connection\u001B[0;34m(address, timeout, source_address, socket_options)\u001B[0m\n\u001B[1;32m 84\u001B[0m sock\u001B[38;5;241m.\u001B[39mbind(source_address)\n\u001B[0;32m---> 85\u001B[0m \u001B[43msock\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mconnect\u001B[49m\u001B[43m(\u001B[49m\u001B[43msa\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 86\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m sock\n",
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"\u001B[0;31mConnectionRefusedError\u001B[0m: [Errno 61] Connection refused",
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"\nDuring handling of the above exception, another exception occurred:\n",
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"\u001B[0;31mNewConnectionError\u001B[0m Traceback (most recent call last)",
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"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/urllib3/connectionpool.py:714\u001B[0m, in \u001B[0;36mHTTPConnectionPool.urlopen\u001B[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001B[0m\n\u001B[1;32m 713\u001B[0m \u001B[38;5;66;03m# Make the request on the httplib connection object.\u001B[39;00m\n\u001B[0;32m--> 714\u001B[0m httplib_response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_make_request\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 715\u001B[0m \u001B[43m \u001B[49m\u001B[43mconn\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 716\u001B[0m \u001B[43m \u001B[49m\u001B[43mmethod\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 717\u001B[0m \u001B[43m \u001B[49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 718\u001B[0m \u001B[43m \u001B[49m\u001B[43mtimeout\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtimeout_obj\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 719\u001B[0m \u001B[43m \u001B[49m\u001B[43mbody\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mbody\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 720\u001B[0m \u001B[43m \u001B[49m\u001B[43mheaders\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mheaders\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 721\u001B[0m \u001B[43m \u001B[49m\u001B[43mchunked\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mchunked\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 722\u001B[0m \u001B[43m\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 724\u001B[0m \u001B[38;5;66;03m# If we're going to release the connection in ``finally:``, then\u001B[39;00m\n\u001B[1;32m 725\u001B[0m \u001B[38;5;66;03m# the response doesn't need to know about the connection. Otherwise\u001B[39;00m\n\u001B[1;32m 726\u001B[0m \u001B[38;5;66;03m# it will also try to release it and we'll have a double-release\u001B[39;00m\n\u001B[1;32m 727\u001B[0m \u001B[38;5;66;03m# mess.\u001B[39;00m\n",
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"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/urllib3/connectionpool.py:415\u001B[0m, in \u001B[0;36mHTTPConnectionPool._make_request\u001B[0;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001B[0m\n\u001B[1;32m 414\u001B[0m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[0;32m--> 415\u001B[0m \u001B[43mconn\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[43m(\u001B[49m\u001B[43mmethod\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43murl\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[43mhttplib_request_kw\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 417\u001B[0m \u001B[38;5;66;03m# We are swallowing BrokenPipeError (errno.EPIPE) since the server is\u001B[39;00m\n\u001B[1;32m 418\u001B[0m \u001B[38;5;66;03m# legitimately able to close the connection after sending a valid response.\u001B[39;00m\n\u001B[1;32m 419\u001B[0m \u001B[38;5;66;03m# With this behaviour, the received response is still readable.\u001B[39;00m\n",
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"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/urllib3/connection.py:244\u001B[0m, in \u001B[0;36mHTTPConnection.request\u001B[0;34m(self, method, url, body, headers)\u001B[0m\n\u001B[1;32m 243\u001B[0m headers[\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mUser-Agent\u001B[39m\u001B[38;5;124m\"\u001B[39m] \u001B[38;5;241m=\u001B[39m _get_default_user_agent()\n\u001B[0;32m--> 244\u001B[0m \u001B[38;5;28;43msuper\u001B[39;49m\u001B[43m(\u001B[49m\u001B[43mHTTPConnection\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[43m)\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[43m(\u001B[49m\u001B[43mmethod\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mbody\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mbody\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mheaders\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mheaders\u001B[49m\u001B[43m)\u001B[49m\n",
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"File \u001B[0;32m~/.pyenv/versions/3.10.10/lib/python3.10/http/client.py:1282\u001B[0m, in \u001B[0;36mHTTPConnection.request\u001B[0;34m(self, method, url, body, headers, encode_chunked)\u001B[0m\n\u001B[1;32m 1281\u001B[0m \u001B[38;5;250m\u001B[39m\u001B[38;5;124;03m\"\"\"Send a complete request to the server.\"\"\"\u001B[39;00m\n\u001B[0;32m-> 1282\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mmethod\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mbody\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mheaders\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mencode_chunked\u001B[49m\u001B[43m)\u001B[49m\n",
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"File \u001B[0;32m~/.pyenv/versions/3.10.10/lib/python3.10/http/client.py:1328\u001B[0m, in \u001B[0;36mHTTPConnection._send_request\u001B[0;34m(self, method, url, body, headers, encode_chunked)\u001B[0m\n\u001B[1;32m 1327\u001B[0m body \u001B[38;5;241m=\u001B[39m _encode(body, \u001B[38;5;124m'\u001B[39m\u001B[38;5;124mbody\u001B[39m\u001B[38;5;124m'\u001B[39m)\n\u001B[0;32m-> 1328\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mendheaders\u001B[49m\u001B[43m(\u001B[49m\u001B[43mbody\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mencode_chunked\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mencode_chunked\u001B[49m\u001B[43m)\u001B[49m\n",
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"File \u001B[0;32m~/.pyenv/versions/3.10.10/lib/python3.10/http/client.py:1277\u001B[0m, in \u001B[0;36mHTTPConnection.endheaders\u001B[0;34m(self, message_body, encode_chunked)\u001B[0m\n\u001B[1;32m 1276\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m CannotSendHeader()\n\u001B[0;32m-> 1277\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_output\u001B[49m\u001B[43m(\u001B[49m\u001B[43mmessage_body\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mencode_chunked\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mencode_chunked\u001B[49m\u001B[43m)\u001B[49m\n",
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"File \u001B[0;32m~/.pyenv/versions/3.10.10/lib/python3.10/http/client.py:1037\u001B[0m, in \u001B[0;36mHTTPConnection._send_output\u001B[0;34m(self, message_body, encode_chunked)\u001B[0m\n\u001B[1;32m 1036\u001B[0m \u001B[38;5;28;01mdel\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_buffer[:]\n\u001B[0;32m-> 1037\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msend\u001B[49m\u001B[43m(\u001B[49m\u001B[43mmsg\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 1039\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m message_body \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 1040\u001B[0m \n\u001B[1;32m 1041\u001B[0m \u001B[38;5;66;03m# create a consistent interface to message_body\u001B[39;00m\n",
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"File \u001B[0;32m~/.pyenv/versions/3.10.10/lib/python3.10/http/client.py:975\u001B[0m, in \u001B[0;36mHTTPConnection.send\u001B[0;34m(self, data)\u001B[0m\n\u001B[1;32m 974\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mauto_open:\n\u001B[0;32m--> 975\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mconnect\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 976\u001B[0m \u001B[38;5;28;01melse\u001B[39;00m:\n",
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"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/urllib3/connection.py:205\u001B[0m, in \u001B[0;36mHTTPConnection.connect\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m 204\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mconnect\u001B[39m(\u001B[38;5;28mself\u001B[39m):\n\u001B[0;32m--> 205\u001B[0m conn \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_new_conn\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 206\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_prepare_conn(conn)\n",
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"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/urllib3/connection.py:186\u001B[0m, in \u001B[0;36mHTTPConnection._new_conn\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m 185\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m SocketError \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[0;32m--> 186\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m NewConnectionError(\n\u001B[1;32m 187\u001B[0m \u001B[38;5;28mself\u001B[39m, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mFailed to establish a new connection: \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m\"\u001B[39m \u001B[38;5;241m%\u001B[39m e\n\u001B[1;32m 188\u001B[0m )\n\u001B[1;32m 190\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m conn\n",
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"\u001B[0;31mNewConnectionError\u001B[0m: <urllib3.connection.HTTPConnection object at 0x112d27250>: Failed to establish a new connection: [Errno 61] Connection refused",
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"\nDuring handling of the above exception, another exception occurred:\n",
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"\u001B[0;31mMaxRetryError\u001B[0m Traceback (most recent call last)",
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"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/requests/adapters.py:489\u001B[0m, in \u001B[0;36mHTTPAdapter.send\u001B[0;34m(self, request, stream, timeout, verify, cert, proxies)\u001B[0m\n\u001B[1;32m 488\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m chunked:\n\u001B[0;32m--> 489\u001B[0m resp \u001B[38;5;241m=\u001B[39m \u001B[43mconn\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43murlopen\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 490\u001B[0m \u001B[43m \u001B[49m\u001B[43mmethod\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mmethod\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 491\u001B[0m \u001B[43m \u001B[49m\u001B[43murl\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 492\u001B[0m \u001B[43m \u001B[49m\u001B[43mbody\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mbody\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 493\u001B[0m \u001B[43m \u001B[49m\u001B[43mheaders\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mheaders\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 494\u001B[0m \u001B[43m \u001B[49m\u001B[43mredirect\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43;01mFalse\u001B[39;49;00m\u001B[43m,\u001B[49m\n\u001B[1;32m 495\u001B[0m \u001B[43m \u001B[49m\u001B[43massert_same_host\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43;01mFalse\u001B[39;49;00m\u001B[43m,\u001B[49m\n\u001B[1;32m 496\u001B[0m \u001B[43m \u001B[49m\u001B[43mpreload_content\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43;01mFalse\u001B[39;49;00m\u001B[43m,\u001B[49m\n\u001B[1;32m 497\u001B[0m \u001B[43m \u001B[49m\u001B[43mdecode_content\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43;01mFalse\u001B[39;49;00m\u001B[43m,\u001B[49m\n\u001B[1;32m 498\u001B[0m \u001B[43m \u001B[49m\u001B[43mretries\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mmax_retries\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 499\u001B[0m \u001B[43m \u001B[49m\u001B[43mtimeout\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtimeout\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 500\u001B[0m \u001B[43m \u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 502\u001B[0m \u001B[38;5;66;03m# Send the request.\u001B[39;00m\n\u001B[1;32m 503\u001B[0m \u001B[38;5;28;01melse\u001B[39;00m:\n",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/urllib3/connectionpool.py:798\u001B[0m, in \u001B[0;36mHTTPConnectionPool.urlopen\u001B[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001B[0m\n\u001B[1;32m 796\u001B[0m e \u001B[38;5;241m=\u001B[39m ProtocolError(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mConnection aborted.\u001B[39m\u001B[38;5;124m\"\u001B[39m, e)\n\u001B[0;32m--> 798\u001B[0m retries \u001B[38;5;241m=\u001B[39m \u001B[43mretries\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mincrement\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 799\u001B[0m \u001B[43m \u001B[49m\u001B[43mmethod\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43merror\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43me\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43m_pool\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43m_stacktrace\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43msys\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mexc_info\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\u001B[43m[\u001B[49m\u001B[38;5;241;43m2\u001B[39;49m\u001B[43m]\u001B[49m\n\u001B[1;32m 800\u001B[0m \u001B[43m\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 801\u001B[0m retries\u001B[38;5;241m.\u001B[39msleep()\n",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/urllib3/util/retry.py:592\u001B[0m, in \u001B[0;36mRetry.increment\u001B[0;34m(self, method, url, response, error, _pool, _stacktrace)\u001B[0m\n\u001B[1;32m 591\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m new_retry\u001B[38;5;241m.\u001B[39mis_exhausted():\n\u001B[0;32m--> 592\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m MaxRetryError(_pool, url, error \u001B[38;5;129;01mor\u001B[39;00m ResponseError(cause))\n\u001B[1;32m 594\u001B[0m log\u001B[38;5;241m.\u001B[39mdebug(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mIncremented Retry for (url=\u001B[39m\u001B[38;5;124m'\u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m'\u001B[39m\u001B[38;5;124m): \u001B[39m\u001B[38;5;132;01m%r\u001B[39;00m\u001B[38;5;124m\"\u001B[39m, url, new_retry)\n",
|
||||
"\u001B[0;31mMaxRetryError\u001B[0m: HTTPConnectionPool(host='localhost', port=8000): Max retries exceeded with url: /api/v1 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x112d27250>: Failed to establish a new connection: [Errno 61] Connection refused'))",
|
||||
"\nDuring handling of the above exception, another exception occurred:\n",
|
||||
"\u001B[0;31mConnectionError\u001B[0m Traceback (most recent call last)",
|
||||
"Cell \u001B[0;32mIn[3], line 6\u001B[0m\n\u001B[1;32m 2\u001B[0m \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01mchromadb\u001B[39;00m \u001B[38;5;28;01mimport\u001B[39;00m Settings\n\u001B[1;32m 4\u001B[0m client \u001B[38;5;241m=\u001B[39m chromadb\u001B[38;5;241m.\u001B[39mHttpClient(\n\u001B[1;32m 5\u001B[0m settings\u001B[38;5;241m=\u001B[39mSettings(chroma_client_auth_provider\u001B[38;5;241m=\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mtoken\u001B[39m\u001B[38;5;124m\"\u001B[39m, chroma_client_auth_credentials\u001B[38;5;241m=\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mtest-token\u001B[39m\u001B[38;5;124m\"\u001B[39m))\n\u001B[0;32m----> 6\u001B[0m \u001B[43mclient\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mheartbeat\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m \u001B[38;5;66;03m# this should work with or without authentication - it is a public endpoint\u001B[39;00m\n\u001B[1;32m 8\u001B[0m client\u001B[38;5;241m.\u001B[39mget_version() \u001B[38;5;66;03m# this should work with or without authentication - it is a public endpoint\u001B[39;00m\n\u001B[1;32m 10\u001B[0m client\u001B[38;5;241m.\u001B[39mlist_collections() \u001B[38;5;66;03m# this is a protected endpoint and requires authentication\u001B[39;00m\n",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/chromadb/api/fastapi.py:84\u001B[0m, in \u001B[0;36mFastAPI.heartbeat\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m 81\u001B[0m \u001B[38;5;129m@override\u001B[39m\n\u001B[1;32m 82\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mheartbeat\u001B[39m(\u001B[38;5;28mself\u001B[39m) \u001B[38;5;241m-\u001B[39m\u001B[38;5;241m>\u001B[39m \u001B[38;5;28mint\u001B[39m:\n\u001B[1;32m 83\u001B[0m \u001B[38;5;250m \u001B[39m\u001B[38;5;124;03m\"\"\"Returns the current server time in nanoseconds to check if the server is alive\"\"\"\u001B[39;00m\n\u001B[0;32m---> 84\u001B[0m resp \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_session\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mget\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_api_url\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 85\u001B[0m raise_chroma_error(resp)\n\u001B[1;32m 86\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mint\u001B[39m(resp\u001B[38;5;241m.\u001B[39mjson()[\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mnanosecond heartbeat\u001B[39m\u001B[38;5;124m\"\u001B[39m])\n",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/requests/sessions.py:600\u001B[0m, in \u001B[0;36mSession.get\u001B[0;34m(self, url, **kwargs)\u001B[0m\n\u001B[1;32m 592\u001B[0m \u001B[38;5;250m\u001B[39m\u001B[38;5;124mr\u001B[39m\u001B[38;5;124;03m\"\"\"Sends a GET request. Returns :class:`Response` object.\u001B[39;00m\n\u001B[1;32m 593\u001B[0m \n\u001B[1;32m 594\u001B[0m \u001B[38;5;124;03m:param url: URL for the new :class:`Request` object.\u001B[39;00m\n\u001B[1;32m 595\u001B[0m \u001B[38;5;124;03m:param \\*\\*kwargs: Optional arguments that ``request`` takes.\u001B[39;00m\n\u001B[1;32m 596\u001B[0m \u001B[38;5;124;03m:rtype: requests.Response\u001B[39;00m\n\u001B[1;32m 597\u001B[0m \u001B[38;5;124;03m\"\"\"\u001B[39;00m\n\u001B[1;32m 599\u001B[0m kwargs\u001B[38;5;241m.\u001B[39msetdefault(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mallow_redirects\u001B[39m\u001B[38;5;124m\"\u001B[39m, \u001B[38;5;28;01mTrue\u001B[39;00m)\n\u001B[0;32m--> 600\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43mGET\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43murl\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",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/requests/sessions.py:587\u001B[0m, in \u001B[0;36mSession.request\u001B[0;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001B[0m\n\u001B[1;32m 582\u001B[0m send_kwargs \u001B[38;5;241m=\u001B[39m {\n\u001B[1;32m 583\u001B[0m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mtimeout\u001B[39m\u001B[38;5;124m\"\u001B[39m: timeout,\n\u001B[1;32m 584\u001B[0m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mallow_redirects\u001B[39m\u001B[38;5;124m\"\u001B[39m: allow_redirects,\n\u001B[1;32m 585\u001B[0m }\n\u001B[1;32m 586\u001B[0m send_kwargs\u001B[38;5;241m.\u001B[39mupdate(settings)\n\u001B[0;32m--> 587\u001B[0m resp \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msend\u001B[49m\u001B[43m(\u001B[49m\u001B[43mprep\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[43msend_kwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 589\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m resp\n",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/chromadb/auth/providers.py:123\u001B[0m, in \u001B[0;36mRequestsClientAuthProtocolAdapter._Session.send\u001B[0;34m(self, request, **kwargs)\u001B[0m\n\u001B[1;32m 118\u001B[0m \u001B[38;5;129m@override\u001B[39m\n\u001B[1;32m 119\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21msend\u001B[39m(\n\u001B[1;32m 120\u001B[0m \u001B[38;5;28mself\u001B[39m, request: requests\u001B[38;5;241m.\u001B[39mPreparedRequest, \u001B[38;5;241m*\u001B[39m\u001B[38;5;241m*\u001B[39mkwargs: Any\n\u001B[1;32m 121\u001B[0m ) \u001B[38;5;241m-\u001B[39m\u001B[38;5;241m>\u001B[39m requests\u001B[38;5;241m.\u001B[39mResponse:\n\u001B[1;32m 122\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_protocol_adapter\u001B[38;5;241m.\u001B[39minject_credentials(request)\n\u001B[0;32m--> 123\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43msuper\u001B[39;49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msend\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\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",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/requests/sessions.py:701\u001B[0m, in \u001B[0;36mSession.send\u001B[0;34m(self, request, **kwargs)\u001B[0m\n\u001B[1;32m 698\u001B[0m start \u001B[38;5;241m=\u001B[39m preferred_clock()\n\u001B[1;32m 700\u001B[0m \u001B[38;5;66;03m# Send the request\u001B[39;00m\n\u001B[0;32m--> 701\u001B[0m r \u001B[38;5;241m=\u001B[39m \u001B[43madapter\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msend\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\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 703\u001B[0m \u001B[38;5;66;03m# Total elapsed time of the request (approximately)\u001B[39;00m\n\u001B[1;32m 704\u001B[0m elapsed \u001B[38;5;241m=\u001B[39m preferred_clock() \u001B[38;5;241m-\u001B[39m start\n",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/site-packages/requests/adapters.py:565\u001B[0m, in \u001B[0;36mHTTPAdapter.send\u001B[0;34m(self, request, stream, timeout, verify, cert, proxies)\u001B[0m\n\u001B[1;32m 561\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(e\u001B[38;5;241m.\u001B[39mreason, _SSLError):\n\u001B[1;32m 562\u001B[0m \u001B[38;5;66;03m# This branch is for urllib3 v1.22 and later.\u001B[39;00m\n\u001B[1;32m 563\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m SSLError(e, request\u001B[38;5;241m=\u001B[39mrequest)\n\u001B[0;32m--> 565\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mConnectionError\u001B[39;00m(e, request\u001B[38;5;241m=\u001B[39mrequest)\n\u001B[1;32m 567\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m ClosedPoolError \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[1;32m 568\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mConnectionError\u001B[39;00m(e, request\u001B[38;5;241m=\u001B[39mrequest)\n",
|
||||
"\u001B[0;31mConnectionError\u001B[0m: HTTPConnectionPool(host='localhost', port=8000): Max retries exceeded with url: /api/v1 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x112d27250>: Failed to establish a new connection: [Errno 61] Connection refused'))"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"import chromadb\n",
|
||||
"from chromadb import Settings\n",
|
||||
"\n",
|
||||
"client = chromadb.HttpClient(\n",
|
||||
" settings=Settings(chroma_client_auth_provider=\"token\", chroma_client_auth_credentials=\"test-token\"))\n",
|
||||
"client.heartbeat() # this should work with or without authentication - it is a public endpoint\n",
|
||||
"\n",
|
||||
"client.get_version() # this should work with or without authentication - it is a public endpoint\n",
|
||||
"\n",
|
||||
"client.list_collections() # this is a protected endpoint and requires authentication\n"
|
||||
],
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"ExecuteTime": {
|
||||
"end_time": "2023-08-28T16:44:30.289045Z",
|
||||
"start_time": "2023-08-28T16:44:29.878090Z"
|
||||
}
|
||||
},
|
||||
"id": "b218beb03ae1582e"
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"source": [
|
||||
"### X-Chroma-Token"
|
||||
],
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"id": "c8234687c5afe521"
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"outputs": [
|
||||
{
|
||||
"ename": "Exception",
|
||||
"evalue": "{\"error\":\"Unauthorized\"}",
|
||||
"output_type": "error",
|
||||
"traceback": [
|
||||
"\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
|
||||
"\u001B[0;31mHTTPError\u001B[0m Traceback (most recent call last)",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/chromadb/api/fastapi.py:410\u001B[0m, in \u001B[0;36mraise_chroma_error\u001B[0;34m(resp)\u001B[0m\n\u001B[1;32m 409\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 410\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 411\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m requests\u001B[38;5;241m.\u001B[39mHTTPError:\n",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/venv/lib/python3.10/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: 401 Client Error: Unauthorized for url: http://localhost:8000/api/v1/collections",
|
||||
"\nDuring handling of the above exception, another exception occurred:\n",
|
||||
"\u001B[0;31mException\u001B[0m Traceback (most recent call last)",
|
||||
"Cell \u001B[0;32mIn[2], line 11\u001B[0m\n\u001B[1;32m 7\u001B[0m client\u001B[38;5;241m.\u001B[39mheartbeat() \u001B[38;5;66;03m# this should work with or without authentication - it is a public endpoint\u001B[39;00m\n\u001B[1;32m 9\u001B[0m client\u001B[38;5;241m.\u001B[39mget_version() \u001B[38;5;66;03m# this should work with or without authentication - it is a public endpoint\u001B[39;00m\n\u001B[0;32m---> 11\u001B[0m \u001B[43mclient\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mlist_collections\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m \u001B[38;5;66;03m# this is a protected endpoint and requires authentication\u001B[39;00m\n",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/chromadb/api/fastapi.py:92\u001B[0m, in \u001B[0;36mFastAPI.list_collections\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m 90\u001B[0m \u001B[38;5;250m\u001B[39m\u001B[38;5;124;03m\"\"\"Returns a list of all collections\"\"\"\u001B[39;00m\n\u001B[1;32m 91\u001B[0m resp \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_session\u001B[38;5;241m.\u001B[39mget(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_api_url \u001B[38;5;241m+\u001B[39m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m/collections\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[0;32m---> 92\u001B[0m \u001B[43mraise_chroma_error\u001B[49m\u001B[43m(\u001B[49m\u001B[43mresp\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 93\u001B[0m json_collections \u001B[38;5;241m=\u001B[39m resp\u001B[38;5;241m.\u001B[39mjson()\n\u001B[1;32m 94\u001B[0m collections \u001B[38;5;241m=\u001B[39m []\n",
|
||||
"File \u001B[0;32m~/PycharmProjects/chroma-core/chromadb/api/fastapi.py:412\u001B[0m, in \u001B[0;36mraise_chroma_error\u001B[0;34m(resp)\u001B[0m\n\u001B[1;32m 410\u001B[0m resp\u001B[38;5;241m.\u001B[39mraise_for_status()\n\u001B[1;32m 411\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m requests\u001B[38;5;241m.\u001B[39mHTTPError:\n\u001B[0;32m--> 412\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: {\"error\":\"Unauthorized\"}"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"import chromadb\n",
|
||||
"from chromadb import Settings\n",
|
||||
"\n",
|
||||
"client = chromadb.HttpClient(\n",
|
||||
" settings=Settings(chroma_client_auth_provider=\"token\", chroma_client_auth_credentials=\"test-token\",\n",
|
||||
" chroma_client_auth_token_transport_header=\"X_CHROMA_TOKEN\"))\n",
|
||||
"client.heartbeat() # this should work with or without authentication - it is a public endpoint\n",
|
||||
"\n",
|
||||
"client.get_version() # this should work with or without authentication - it is a public endpoint\n",
|
||||
"\n",
|
||||
"client.list_collections() # this is a protected endpoint and requires authentication"
|
||||
],
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"ExecuteTime": {
|
||||
"end_time": "2023-08-28T14:25:12.858416Z",
|
||||
"start_time": "2023-08-28T14:25:12.629618Z"
|
||||
}
|
||||
},
|
||||
"id": "93485c3175d1e2c7"
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"outputs": [],
|
||||
"source": [],
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"ExecuteTime": {
|
||||
"start_time": "2023-08-11T15:58:07.272237Z"
|
||||
}
|
||||
"collapsed": false
|
||||
},
|
||||
"id": "ab8b90d83f02eda"
|
||||
"id": "29d28a25e85f95af"
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
|
||||
Reference in New Issue
Block a user