Datasets:

javasop
/

orbital-schemas

prompt stringlengths 30 179	completion stringlengths 3.09k 63.4k	domain stringclasses 14 values	complexity stringclasses 3 values	source stringlengths 18 42
Build a purchase order system with approval workflow	{ "name": "Purchase Orders", "version": "1.0.0", "orbitals": [ { "name": "PurchaseOrders", "entity": { "name": "PurchaseOrder", "collection": "purchase_orders", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	inventory	medium	synthetic_purchase_orders
Create a game view using inventory-panel for Player management	{ "name": "Player Management", "version": "1.0.0", "orbitals": [ { "name": "PlayerManagement", "entity": { "name": "Player", "collection": "players", "fields": [ { "name": "id", "type": "string", "primaryKey": true }, ...	game	simple	synthetic_pattern_inventory-panel
Build a player app with game-over-screen pattern	{ "name": "Player Management", "version": "1.0.0", "orbitals": [ { "name": "PlayerManagement", "entity": { "name": "Player", "collection": "players", "fields": [ { "name": "id", "type": "string", "primaryKey": true }, ...	game	simple	synthetic_pattern_game-over-screen
Create a layout view using hstack for Product management	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_hstack
Create a layout view using vstack for Product management	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_vstack
Generate schema using call-service with llm.generate	{ "name": "Llm Generate Demo", "version": "1.0.0", "orbitals": [ { "name": "LlmIntegration", "entity": { "name": "Request", "runtime": true, "fields": [ { "name": "id", "type": "string", "primaryKey": true }, ...	ai	medium	synthetic_integrator_llm_generate
Create a display view using detail-panel for Product management	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_detail-panel
Build a shopping cart system with quantity updates and checkout flow	{ "name": "Shopping Cart", "version": "1.0.0", "orbitals": [ { "name": "ShoppingCart", "entity": { "name": "CartItem", "collection": "cart_items", "fields": [ { "name": "id", "type": "string", "primaryKey": true }, ...	ecommerce	medium	synthetic_shopping_cart
Generate schema using call-service with llm.classify	{ "name": "Llm Classify Demo", "version": "1.0.0", "orbitals": [ { "name": "LlmIntegration", "entity": { "name": "Request", "runtime": true, "fields": [ { "name": "id", "type": "string", "primaryKey": true }, ...	ai	medium	synthetic_integrator_llm_classify
Build a task tracker with status workflow and priority levels	{ "name": "Task Tracker", "version": "1.0.0", "orbitals": [ { "name": "TaskTracker", "entity": { "name": "Task", "collection": "tasks", "fields": [ { "name": "id", "type": "string", "primaryKey": true }, { ...	productivity	medium	synthetic_task_tracker
Create a team member management system with roles	{ "name": "Team Members", "version": "1.0.0", "orbitals": [ { "name": "TeamMembers", "entity": { "name": "TeamMember", "collection": "team_members", "fields": [ { "name": "id", "type": "string", "primaryKey": true }, ...	productivity	medium	synthetic_team_members
Create Order Management, Customer Management, and Notification System for an order notification system with state transitions and event-driven communication - a ecommerce solution	{ "name": "Order Management, Customer Management, and Notification System for an order notification system with state transitions and event-driven communication", "version": "1.0.0", "orbitals": [ { "name": "Customer Management", "entity": { "name": "Customer", "collection": "custo...	ecommerce	complex	sexpr_effect_emit-e9d6da38
Build an SLA tracking system for support tickets	{ "name": "SLA Tracking", "version": "1.0.0", "orbitals": [ { "name": "SLATracking", "entity": { "name": "SLA", "collection": "slas", "fields": [ { "name": "id", "type": "string", "primaryKey": true }, { ...	support	medium	synthetic_sla_tracking
Generate schema with icon-button UI component for Products	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_icon-button
Build a product app with runtime-debugger pattern	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_runtime-debugger
Generate schema with stats UI component for Products	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_stats
Create a layout view using custom for Product management	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_custom
Create a wishlist feature for saving products	{ "name": "Wishlist", "version": "1.0.0", "orbitals": [ { "name": "Wishlist", "entity": { "name": "WishlistItem", "collection": "wishlist_items", "fields": [ { "name": "id", "type": "string", "primaryKey": true }, ...	ecommerce	medium	synthetic_wishlist
Build a product app with entity-detail pattern	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_entity-detail
Build a budget tracking app with spending categories	{ "name": "Budget Tracking", "version": "1.0.0", "orbitals": [ { "name": "BudgetTracking", "entity": { "name": "Budget", "collection": "budgets", "fields": [ { "name": "id", "type": "string", "primaryKey": true }, ...	billing	medium	synthetic_budget_tracking
Generate schema with entity-list UI component for Products	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_entity-list
Build a product app with popover pattern	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_popover
Build a product app with spinner pattern	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_spinner
Create a filter view using filter-group for Product management	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_filter-group
Generate schema with badge UI component for Products	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_badge
Build a product app with breadcrumb pattern	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_breadcrumb
Build a room reservation system for hotels	{ "name": "Room Reservations", "version": "1.0.0", "orbitals": [ { "name": "RoomReservations", "entity": { "name": "Reservation", "collection": "reservations", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	booking	medium	synthetic_room_reservations
Generate schema with modal UI component for Products	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_modal
Create a component view using button for Product management	{ "name": "Product Management", "version": "1.0.0", "orbitals": [ { "name": "ProductManagement", "entity": { "name": "Product", "collection": "products", "fields": [ { "name": "id", "type": "string", "primaryKey": true ...	general	simple	synthetic_pattern_button

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Orbital Schemas Dataset

Training data for OrbGen - a model that generates valid Orbital schemas (.orb files).

Dataset Structure

train: 142 examples
validation: 16 examples
test: 10 examples

Features

prompt: Natural language description of the desired schema
completion: Valid Orbital schema in JSON format
domain: Application domain (ecommerce, game, productivity, etc.)
complexity: Schema complexity (simple, medium, complex)
source: Source of the example (synthetic, pattern, integrator)

Usage

from datasets import load_dataset

dataset = load_dataset("javasop/orbital-schemas")
print(dataset["train"][0])

Example

{
  "prompt": "Create a task management app with projects and due dates",
  "completion": "{...valid orbital schema...}",
  "domain": "productivity",
  "complexity": "medium",
  "source": "synthetic"
}

License

Apache 2.0

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