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openapi.yaml
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openapi: 3.0.3
info:
title: TaijaInteractive backend API
version: 1.0.0
description: Backend API for TaijaInteractive
paths:
/train:
get:
tags: ["Training Classifier"]
summary: "Get html of classifier training page"
responses:
'200':
description: "Successfully fetched train page"
content:
text/html:
schema:
type: string
example: "<html><body><h1>Train a classifier</h1><form action='/train_model' method='post'><label for='train_data'>Train Data:</label><input type='text' id='train_data' name='train_data'><br><label for='model'>Model:</label><input type='text' id='model' name='model'><br><label for='training'>Training:</label><input type='text' id='training' name='training'><br><input type='submit' value='Submit'></form></body></html>"
'500':
description: "Internal server error"
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "An error occurred while processing the request."
/train_model:
post:
tags: ["Training Classifier"]
summary: Train a classifier request
requestBody:
required: true
content:
application/json:
schema:
type: object
properties:
train_data:
$ref: '#/components/schemas/TrainData'
model:
$ref: '#/components/schemas/Model'
training:
$ref: '#/components/schemas/Training'
required:
- train_data
- model
- training
additionalProperties: false
responses:
'200':
description: Successfully initiated training
content:
application/json:
schema:
type: object
properties:
message:
type: string
example: "Training initiated successfully."
job_id:
type: string
example: "123e4567-e89b-12d3-a456-426614174000"
'400':
description: Bad request. Invalid input parameters.
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Invalid input data."
'500':
description: Internal server error
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "An error occurred while processing the request."
/pool/{id}:
get:
tags: ["Dashboard"]
summary: Retrieve dashboard view for a specific ID
parameters:
- name: id
in: path
required: true
description: The ID to get the dashboard view for
schema:
type: integer
responses:
'200':
description: HTML content of the dashboard view
content:
text/html:
schema:
type: string
example: "<html>...</html>"
'400':
description: Invalid ID supplied
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Invalid ID"
'404':
description: ID not found
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "ID not found"
/pool:
get:
tags: ["Dashboard"]
summary: Retrieve all dashboard boards
responses:
'200':
description: HTML content of the pool view
content:
text/html:
schema:
type: string
example: "<html>...</html>"
/pool/{id}/create_dataset:
post:
tags: ["Database", "Dataset"]
summary: Create a new dataset for a sp ecific dashboard
parameters:
- name: id
in: path
required: true
description: The ID of the dashboard to create a dataset for
schema:
type: integer
requestBody:
description: Dataset creation data
required: true
content:
application/json:
schema:
type: object
properties:
name:
type: string
description:
type: string
responses:
'201':
description: Dataset created successfully
content:
application/json:
schema:
type: object
properties:
id:
type: integer
message:
type: string
example: "Dataset created successfully"
'400':
description: Invalid input data
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Invalid input data"
'404':
description: Dashboard ID not found
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Dashboard ID not found"
/pool/create:
post:
summary: Create a new dashboard
requestBody:
description: Dashboard creation data
required: true
content:
application/json:
schema:
type: object
properties:
name:
type: string
description:
type: string
responses:
'201':
description: Dashboard created successfully
content:
application/json:
schema:
type: object
properties:
id:
type: integer
message:
type: string
example: "Dashboard created successfully"
'400':
description: Invalid input data
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Invalid input data"
/pool/{id}/update:
post:
summary: Update a specific dashboard
parameters:
- name: id
in: path
required: true
description: The ID of the dashboard to update
schema:
type: integer
requestBody:
description: Dashboard update data
required: true
content:
application/json:
schema:
type: object
properties:
name:
type: string
description:
type: string
responses:
'200':
description: Dashboard updated successfully
content:
application/json:
schema:
type: object
properties:
id:
type: integer
message:
type: string
example: "Dashboard updated successfully"
'400':
description: Invalid input data
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Invalid input data"
'404':
description: Dashboard ID not found
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Dashboard ID not found"
/board/get/{id}:
get:
tags: ["Database", "Dashboard"]
summary: Retrieve a dashboard by ID
parameters:
- name: id
in: path
required: true
description: The ID of the dashboard to retrieve
schema:
type: integer
responses:
'200':
description: Dashboard retrieved successfully
content:
application/json:
schema:
type: object
'404':
description: Dashboard not found
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Dashboard not found"
/element/{id}/render:
get:
tags: ["Database", "Element"]
summary: Render a specific element by ID
parameters:
- name: id
in: path
required: true
description: The ID of the element to render
schema:
type: integer
responses:
'200':
description: Element rendered successfully
content:
text/plain:
schema:
type: string
example: "Rendered Element Content"
'404':
description: Element not found
content:
text/plain:
schema:
type: string
example: "Element not found"
/dashboardelements/create:
post:
tags: ["Database", "DashboardElement"]
summary: Create a new dashboard element
requestBody:
description: Dashboard element creation data
required: true
content:
application/json:
schema:
type: object
properties:
name:
type: string
description:
type: string
responses:
'201':
description: Dashboard element created successfully
content:
application/json:
schema:
type: object
properties:
id:
type: integer
message:
type: string
example: "Dashboard element created successfully"
'400':
description: Invalid input data
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Invalid input data"
/dashboardelements/{id}/update:
post:
tags: ["Database", "DashboardElement"]
summary: Update a specific dashboard element
parameters:
- name: id
in: path
required: true
description: The ID of the dashboard element to update
schema:
type: integer
requestBody:
description: Dashboard element update data
required: true
content:
application/json:
schema:
type: object
properties:
name:
type: string
description:
type: string
responses:
'200':
description: Dashboard element updated successfully
content:
application/json:
schema:
type: object
properties:
id:
type: integer
message:
type: string
example: "Dashboard element updated successfully"
'400':
description: Invalid input data
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Invalid input data"
'404':
description: Dashboard element not found
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Dashboard element not found"
/dashboardelements/{id}/delete:
delete:
tags: ["Database", "DashboardElement"]
summary: Delete a specific dashboard element
parameters:
- name: id
in: path
required: true
description: The ID of the dashboard element to delete
schema:
type: integer
responses:
'200':
description: Dashboard element deleted successfully
content:
application/json:
schema:
type: object
properties:
message:
type: string
example: "Dashboard element deleted successfully"
'404':
description: Dashboard element not found
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Dashboard element not found"
/pool/{id}/delete:
delete:
tags: ["Database", "Dashboard"]
summary: Delete a specific dashboard
parameters:
- name: id
in: path
required: true
description: The ID of the dashboard to delete
schema:
type: integer
responses:
'200':
description: Dashboard deleted successfully
content:
application/json:
schema:
type: object
properties:
message:
type: string
example: "Dashboard deleted successfully"
'404':
description: Dashboard not found
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Dashboard not found"
/board:
post:
tags: ["Database", "Dashboard"]
summary: Create a new dashboard
requestBody:
description: Dashboard creation data
required: true
content:
application/json:
schema:
type: object
properties:
name:
type: string
description:
type: string
responses:
'201':
description: Dashboard created successfully
content:
application/json:
schema:
type: object
properties:
id:
type: integer
message:
type: string
example: "Dashboard created successfully"
'400':
description: Invalid input data
content:
application/json:
schema:
type: object
properties:
error:
type: string
example: "Invalid input data"
components:
schemas:
TrainData:
type: object
properties:
source:
type: string
format: uri
example: "s3://bucket/dataset.csv"
format:
type: string
enum: [csv, json]
example: "csv"
features:
type: array
items:
type: string
example: ["age", "income", "education_level"]
label:
type: string
example: "purchased"
split_ratio:
type: object
properties:
train:
type: number
format: float
minimum: 0
maximum: 1
example: 0.7
validation:
type: number
format: float
minimum: 0
maximum: 1
example: 0.2
test:
type: number
format: float
minimum: 0
maximum: 1
example: 0.1
required:
- train
- validation
- test
additionalProperties: false
required:
- source
- format
- features
- label
- split_ratio
additionalProperties: false
Model:
type: object
properties:
type:
type: string
enum: [RandomForest, SVM, NeuralNetwork]
example: "RandomForest"
hyperparameters:
type: object
properties:
n_estimators:
type: number
minimum: 1
example: 100
max_depth:
type: number
minimum: 1
example: 10
min_samples_split:
type: number
minimum: 2
example: 2
required:
- n_estimators
- max_depth
- min_samples_split
additionalProperties: true
required:
- type
- hyperparameters
additionalProperties: false
Training:
type: object
properties:
epochs:
type: number
minimum: 1
example: 50
batch_size:
type: number
minimum: 1
example: 32
learning_rate:
type: number
minimum: 0
format: float
example: 0.01
required:
- epochs
- batch_size
- learning_rate
additionalProperties: false
TrainClassifierRequest:
type: object
properties:
train_data:
$ref: '#/components/schemas/TrainData'
model:
$ref: '#/components/schemas/Model'
training:
$ref: '#/components/schemas/Training'
required:
- train_data
- model
- training
additionalProperties: false