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openapi.json
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{
"openapi": "3.1.0",
"info": {
"title": "FastAPI",
"version": "0.1.0"
},
"paths": {
"/health": {
"get": {
"tags": [
"manage"
],
"summary": "Health",
"operationId": "health",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/healthz": {
"get": {
"tags": [
"manage"
],
"summary": "Healthz",
"description": "Duplicate of /health for compatibility",
"operationId": "healthz",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/status": {
"get": {
"tags": [
"manage"
],
"summary": "Status",
"operationId": "status",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/StatusResponse"
}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/logDebugInfo": {
"post": {
"tags": [
"manage"
],
"summary": "Log Debug Info",
"description": "Log the output of /status",
"operationId": "debug_info",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/log": {
"post": {
"tags": [
"profile"
],
"summary": "Profile tabular data",
"description": "Profile tabular data. The Swagger UI isn't able to call this currently.\n\n## Sample curl request:\n\n```bash\ncurl -X 'POST' -H \"X-API-Key: <password>\" -H \"Content-Type: application/json\" 'http://localhost:8000/log' --data-raw '{\n \"datasetId\": \"model-62\",\n \"multiple\": {\n \"columns\": [ \"age\", \"workclass\", \"fnlwgt\", \"education\" ],\n \"data\": [\n [ 25, \"Private\", 226802, \"11th\" ]\n ]\n }\n}'\n```\n## Sample Python client request:\n```python\nfrom whylogs_container_client import AuthenticatedClient\nimport whylogs_container_client.api.profile.log as Log\nfrom whylogs_container_client.models import LogRequest, LogMultiple\nfrom datetime import datetime\n\nclient = AuthenticatedClient(base_url=\"http://localhost:8000\", token=\"password\", prefix=\"\", auth_header_name=\"X-API-Key\")\n\ndata = LogRequest(\n dataset_id=\"model-1\",\n timestamp=int(datetime.now().timestamp() * 1000),\n multiple=LogMultiple(\n columns=[\"col1\", \"col2\"],\n data=[[1, 2], [3, 4]],\n )\n)\n\nresponse = Log.sync_detailed(client=client, json_body=data)\nif response.status_code != 200:\n raise Exception(f\"Failed to log data. Status code: {response.status_code}\")\n# API is async, it won't fail and has no return body\n```\n\n## Sample Python request (using `requests`):\n```python\nimport requests\n\n# Define your API key\napi_key = \"<password>\"\n\n# API endpoint\nurl = 'http://localhost:8000/log'\n\n# Sample data\ndata = {\n \"datasetId\": \"model-62\",\n \"multiple\": {\n \"columns\": [\"age\", \"workclass\", \"fnlwgt\", \"education\"],\n \"data\": [\n [25, \"Private\", 226802, \"11th\"]\n ]\n }\n}\n\n# Make the POST request\nheaders = {\"X-API-Key\": api_key}\nresponse = requests.post(url, json=data, headers=headers)\n```",
"operationId": "log",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/LogRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/log-embeddings": {
"post": {
"tags": [
"profile"
],
"summary": "Profile embeddings",
"description": "This endpoint requires a custom configuration to set up before hand. See https://docs.whylabs.ai/docs/integrations-whylogs-container/\nfor setting up embeddings support.\n\nLog embeddings data. The Swagger UI isn't able to call this currently.\n\n## Sample curl request:\n\n```bash\ncurl -X 'POST' -H \"X-API-Key: <password>\" -H \"Content-Type: application/octet-stream\" 'http://localhost:8000/log-embeddings' --data-raw '{\n \"datasetId\": \"model-62\",\n \"timestamp\": 1634235000,\n \"embeddings\": {\n \"embeddings\": [[0.12, 0.45, 0.33, 0.92]]\n }\n}'\n```\n\n## Sample Python request (using `requests`):\n```python\nimport requests\n\n# Define your API key\napi_key = \"<password>\"\n\n# API endpoint\nurl = 'http://localhost:8000/log-embeddings'\n\n# Sample data\ndata = {\n \"datasetId\": \"model-62\",\n \"timestamp\": 1634235000, # an example timestamp\n \"embeddings\": {\n \"embeddings\": [[0.12, 0.45, 0.33, 0.92]]\n }\n}\n\n# Make the POST request\nheaders = {\"X-API-Key\": api_key, \"Content-Type\": \"application/octet-stream\"}\nresponse = requests.post(url, json=data, headers=headers)\n```",
"operationId": "log_embeddings",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/LogEmbeddingRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/log-pubsub": {
"post": {
"tags": [
"profile"
],
"summary": "Log Pubsub",
"operationId": "log_pubsub",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/log-pubsub-embeddings": {
"post": {
"tags": [
"profile"
],
"summary": "Log Pubsub Embeddings",
"operationId": "log_pubsub_embedding",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/publish": {
"post": {
"tags": [
"manage"
],
"summary": "Publish Profiles",
"operationId": "publish",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/log/llm": {
"post": {
"tags": [
"llm"
],
"summary": "Evaluate and log a single prompt/response pair using langkit asynchronously.",
"description": "This is a convenience wrapper around the llm request type for calling /log, which accepts bulk data.",
"operationId": "log_llm",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/LLMValidateRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/evaluate/sqs": {
"post": {
"tags": [
"llm"
],
"summary": "Evaluate and log a single prompt/response pair asynchronously using sqs.",
"operationId": "evaluate_sqs",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/LLMValidateRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/evaluate": {
"post": {
"tags": [
"llm"
],
"summary": "Evaluate and log a single prompt/response pair using langkit.",
"description": "Run langkit evaluation and return the validation results, as well as the generated metrics.\n\nArgs:\n log (bool, optional): Determines if logging to WhyLabs is enabled for the request. Defaults to True.",
"operationId": "evaluate",
"security": [
{
"APIKeyHeader": []
}
],
"parameters": [
{
"name": "log",
"in": "query",
"required": false,
"schema": {
"type": "boolean",
"default": true,
"title": "Log"
}
},
{
"name": "perf_info",
"in": "query",
"required": false,
"schema": {
"type": "boolean",
"default": false,
"title": "Perf Info"
}
},
{
"name": "trace",
"in": "query",
"required": false,
"schema": {
"type": "boolean",
"default": true,
"title": "Trace"
}
},
{
"name": "metadata_info",
"in": "query",
"required": false,
"schema": {
"type": "boolean",
"default": false,
"title": "Metadata Info"
}
}
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/LLMValidateRequest"
}
}
}
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/EvaluationResult"
}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/debug/evaluate": {
"post": {
"tags": [
"debug"
],
"summary": "Evaluate and log a single prompt/response pair using langkit and a policy file.",
"operationId": "debug_evaluate",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/DebugLLMValidateRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/EvaluationResult"
}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/debug/embeddings": {
"post": {
"tags": [
"debug"
],
"summary": "Generate embeddings for inputs",
"operationId": "debug_embeddings",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/EmbeddingRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/EvaluationResult"
}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/list_metrics": {
"get": {
"tags": [
"llm"
],
"summary": "Get a list of available metrics that can be referenced in policies.",
"description": "Get a list of available metrics that can be referenced in policies.",
"operationId": "list_metrics",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AvailableMetrics"
}
}
}
}
}
}
},
"/policy": {
"get": {
"tags": [
"llm"
],
"summary": "Get the JSON schema for policy files",
"operationId": "policy",
"parameters": [
{
"name": "schema_version",
"in": "query",
"required": false,
"schema": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Schema Version"
}
}
],
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"type": "object",
"title": "Response Policy"
}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/debug/policies": {
"get": {
"tags": [
"debug",
"llm"
],
"summary": "Dump debug information about the known policies.",
"operationId": "debug_policies",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"type": "object",
"title": "Response Debug Policies"
}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/health/llm/deep": {
"get": {
"tags": [
"manage"
],
"summary": "Deep Health",
"operationId": "health_llm_deep",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
},
"security": [
{
"APIKeyHeader": []
}
]
}
},
"/ui/policy": {
"get": {
"tags": [
"ui"
],
"summary": "Interactive policy editor. Visit this endpoint in a browser.",
"operationId": "ui_policy",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/v0/integrations/lightllm/evaluate": {
"post": {
"tags": [
"llm",
"lightllm",
"integrations"
],
"summary": "Evaluate and log a single prompt/response pair from lightllm.",
"description": "Run langkit evaluation and return the validation results, as well as the generated metrics.\n\nArgs:\n log (bool, optional): Determines if logging to WhyLabs is enabled for the request. Defaults to True.",
"operationId": "lightllm_evaluate_v0_integrations_lightllm_evaluate_post",
"security": [
{
"APIKeyHeader": []
}
],
"parameters": [
{
"name": "log",
"in": "query",
"required": false,
"schema": {
"type": "boolean",
"default": true,
"title": "Log"
}
},
{
"name": "perf_info",
"in": "query",
"required": false,
"schema": {
"type": "boolean",
"default": false,
"title": "Perf Info"
}
},
{
"name": "trace",
"in": "query",
"required": false,
"schema": {
"type": "boolean",
"default": true,
"title": "Trace"
}
},
{
"name": "metadata_info",
"in": "query",
"required": false,
"schema": {
"type": "boolean",
"default": false,
"title": "Metadata Info"
}
}
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/LLMValidateRequest"
}
}
}
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/EvaluationResult"
}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
}
},
"components": {
"schemas": {
"Action": {
"properties": {
"action_type": {
"anyOf": [
{
"$ref": "#/components/schemas/ActionType"
},
{}
],
"title": "Action Type",
"default": "pass"
},
"message": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Message"
}
},
"type": "object",
"title": "Action"
},
"ActionType": {
"type": "string",
"enum": [
"flag",
"block",
"pass"
],
"title": "ActionType"
},
"AvailableMetrics": {
"properties": {
"metrics_names": {
"items": {
"type": "string"
},
"type": "array",
"title": "Metrics Names"
}
},
"type": "object",
"required": [
"metrics_names"
],
"title": "AvailableMetrics"
},
"DebugLLMValidateRequest": {
"properties": {
"prompt": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Prompt"
},
"response": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Response"
},
"context": {
"anyOf": [
{
"$ref": "#/components/schemas/InputContext"
},
{
"type": "null"
}
]
},
"id": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Id"
},
"datasetId": {
"type": "string",
"title": "Datasetid"
},
"timestamp": {
"type": "integer",
"title": "Timestamp"
},
"additional_data": {
"additionalProperties": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
}
]
},
"type": "object",
"title": "Additional Data"
},
"options": {
"anyOf": [
{
"$ref": "#/components/schemas/RunOptions"
},
{
"type": "null"
}
]
},
"metadata": {
"anyOf": [
{
"additionalProperties": {
"type": "string"
},
"type": "object"
},
{
"type": "null"
}
],
"title": "Metadata"
},
"policy": {
"type": "string",
"title": "Policy"
}
},
"type": "object",
"required": [
"datasetId",
"policy"
],
"title": "DebugLLMValidateRequest"
},
"EmbeddingRequest": {
"properties": {
"prompt": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Prompt"
},
"response": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Response"
},
"context": {
"anyOf": [
{
"$ref": "#/components/schemas/InputContext"
},
{
"type": "null"
}
]
}
},
"type": "object",
"title": "EmbeddingRequest"
},
"EvaluationResult": {
"properties": {
"metrics": {
"items": {
"type": "object"
},
"type": "array",
"title": "Metrics"
},
"validation_results": {
"$ref": "#/components/schemas/ValidationResult"
},
"perf_info": {
"anyOf": [
{
"$ref": "#/components/schemas/RunPerf"
},
{
"type": "null"
}
]
},
"action": {
"$ref": "#/components/schemas/Action"
},
"score_perf_info": {
"anyOf": [
{
"$ref": "#/components/schemas/RunPerf"
},
{
"type": "null"
}
]
},
"scores": {
"items": {
"type": "object"
},
"type": "array",
"title": "Scores",
"default": []
},