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Add learning parameter API changes #85

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65 changes: 64 additions & 1 deletion spiceaidocs/static/openapi/spiceai.yaml
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
openapi: "3.0.3"
info:
description: ""
version: "0.3.1-alpha"
version: "0.4.1-alpha"
title: "Spice.ai"
servers:
- url: http://localhost:8000/api/v0.1
Expand Down Expand Up @@ -81,6 +81,21 @@ paths:
required: true
schema:
type: "string"
requestBody:
description: "The configurable parameters for a training run"
required: false
content:
application/json:
schema:
$ref: "#/components/schemas/TrainRequest"
examples:
dql-example:
summary: Start a training run with 5 episodes and the DQL learning agent
value: |
{
"learning_algorithm": "dql",
"number_episodes": 5
}
responses:
"200":
description: "Pod started training"
Expand Down Expand Up @@ -736,6 +751,33 @@ paths:
}
"404":
description: "Pod not found"
/algorithms:
get:
tags:
- "train"
responses:
"200":
description: The known algorithms of this Spice.ai runtime version
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content:
application/json:
schema:
type: "array"
items:
$ref: "#/components/schemas/LearningAlgorithm"
example:
[
{
"algorithm_id": "dql",
"name": "Deep Q-Learning",
"docs_link": "https://docs.spiceai.org/deep-learning-ai/dql/",
},
{
"algorithm_id": "vpg",
"name": "Vanilla Policy Gradient",
"docs_link": "https://docs.spiceai.org/deep-learning-ai/vpg/",
},
]

components:
schemas:
Pod:
Expand Down Expand Up @@ -828,6 +870,27 @@ components:
archive_path:
type: "string"
description: "Path to the .spicepod archive to import"
TrainRequest:
type: "object"
properties:
learning_algorithm:
type: "string"
description: "The learning algorithm id to use when training"
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number_episodes:
type: "integer"
format: "int64"
LearningAlgorithm:
type: "object"
properties:
algorithm_id:
type: "string"
description: "The identifier of the learning algorithm within Spice.ai"
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name:
type: "string"
description: "The friendly name of the learning algorithm. i.e. Deep Q-Learning"
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docs_link:
type: "string"
description: "Link to Spice.ai docs where you can learn more about the algorithm"
TrainingRun:
type: "object"
properties:
Expand Down