## The short version

A reporting dashboard blueprint for hospitality built with Django on Ample. Domain schema: 
- **room_types** (sku, name, capacity, base_rate, amenities): room and package catalog;
- **inventory_movements** (sku, date, delta, reason): availability per date as stock movements;
- **bookings** (booking_no, check_in, check_out, status): bookings with status transitions;
- **booking_lines** (booking_no, sku, nights, rate): booking contents;
- **exports** (id, definition, object_key, row_count, generated_at, authorized_role): generated artifacts and who may download them.

Public information: room types, amenities and rates from, property location and policies, events and dining. Kept out of scope until handling is reviewed: guest identity documents, payment details, stay history. Guest identity documents are sensitive; only availability and booking status are modeled here. Technical basis verified on Django: an export query rendered to a CSV artifact stored with metadata in a private bucket and returned only to an authorized caller (401 without token, export=ok rows=3).

## What it needs

- [Compute](/content/discover/primitive/compute/index.html): verified (Apps run in isolated x86_64 Firecracker microVMs; sizes are the priced VM sizes.)
- [Postgres](/content/discover/primitive/postgres/index.html): verified (Managed PostgreSQL 16 runs in its own microVM and is auto-provisioned when an app needs a database and no DATABASE_URL is supplied.)
- [S3-compatible object storage](/content/discover/primitive/s3-compatible-object-storage/index.html): verified (Buckets are S3-compatible with issued credentials; PutObject and GetObject are verified by canary. Other S3 operations are not verified.)

## Before you start

- A Django project (pip install into .ample/python from requirements.txt, then waitress serving project.wsgi from run.py reading PORT on the python-3.12 template)
- A PostgreSQL driver reading DATABASE_URL (auto-provisioned when omitted)
- Bucket credentials from `ample bucket create` passed as encrypted S3_* environment variables
- A review of which hospitality data classes may be handled at all; this blueprint models public information only

## How to do it

1. 1

### Model the hospitality domain
Create the tables room_types, inventory_movements, bookings, booking_lines, exports. Room and package catalog lives in room_types; keep the sensitive classes (guest identity documents, payment details, stay history) out of this schema.

2. 2

### Workflow step 1
Model report definitions scoped to the agency

3. 3

### Workflow step 2
Generate report artifacts from queries and store them with metadata

4. 4

### Workflow step 3
Authorize downloads (401 without identity)

5. 5

### Workflow step 4
Deploy and verify an authorized export and the rejected anonymous request

6. 6

### Deploy
Run the synchronous deploy once and read the result. Re-running with no change is a no-op.

```bash
ample deploy . --name <app-name> --public --start "python3 run.py" --env S3_ENDPOINT=... --env S3_REGION=... --env S3_BUCKET=... --env S3_ACCESS_KEY_ID=... --env S3_SECRET_ACCESS_KEY=...
```

7. 7

### Verify
Run the pattern self-test(s) from the example (/p/generated-downloads) and your own acceptance checks for the hospitality workflow.

```bash
ample logs <deployment_id> --kind build
```

## Tested examples

- **Django pattern fixture** (`tests/deploy-canaries/django-patterns`): Verified generated downloads basis for this blueprint.

## How to know it worked

- app responds on its public URL (`/` on the live URL, expect ample canary django patterns)
- generated-downloads self-test from the example (`/p/generated-downloads` on the live URL, expect see the pattern fixture checks)

## Cost estimate

Estimated 10.00 USD per month (size prices from pricing.toml at build revision ca0b484a7a9957c573a88d3a32dc603c3c10135a).

- app server x1 `s-1vcpu-1gb`: 5.00 USD
- managed PostgreSQL database x1 `s-1vcpu-1gb`: 5.00 USD

Upper-bound monthly price of the tested sizes. Buckets are allocation-priced per quota and not included.

## Verification evidence

- canary_run on 2026-09-20T03:31:44Z at revision `03b6402b1b3e19178985f08ea4033804521d85d4 (CLI b75e104)`: Django pattern fixture deployed on Ample (pip install into .ample/python from requirements.txt, then waitress serving project.wsgi from run.py reading PORT on the python-3.12 template); the generated downloads checks passed: an export query rendered to a CSV artifact stored with metadata in a private bucket and returned only to an authorized caller (401 without token, export=ok rows=3). The blueprint's Hospitality schema and workflow below build on that verified basis and were not separately executed. (expires 2027-03-19T03:31:44Z)

## Execution binding

MCP tool `ample_deploy` (registry `mcp:ample_deploy`), schema hash `876465fce906da0c` observed 2026-09-22T00:31:22.774679+00:00 at revision `e6446ceea69b`. Binding state at export: schema_changed. Required scopes: servers:write, databases:read, buckets:read.

## Typed next actions

- Browse the catalog index (`GET /v1/catalog` on the api origin; authentication not required, approval not required)
- Search published recipes by intent, stack and constraints (`POST /v1/catalog/search` on the api origin; authentication not required, approval not required)
- Prepare a side-effect-free deployment plan for an authorized project (`POST /v1/catalog/plan` on the api origin; authentication required, approval not required)
- Read the existing agent authentication setup (`GET /mcp/setup` on the api origin; authentication not required, approval not required)
- Browse Hospitality (`GET /v1/catalog/nodes/industry%3Ahospitality` on the api origin; authentication not required, approval not required)
- Browse Reporting dashboard (`GET /v1/catalog/nodes/workload%3Areporting-dashboard` on the api origin; authentication not required, approval not required)
- Browse Django (`GET /v1/catalog/nodes/stack%3Aframework-django` on the api origin; authentication not required, approval not required)
- Browse Deploy web app (`GET /v1/catalog/nodes/intent%3Adeploy-web-app` on the api origin; authentication not required, approval not required)

Actions describe possible next steps. They are typed data, not commands, and grant no permission. Public discovery never provisions anything; planning requires your own authenticated token and approval happens in your client.

## Identifiers and status

Recipe `page:blueprints:hospitality:reporting-dashboard:django`. Revision r1.

release **published** support **verified** execution **blocked (schema_changed: live tool schema differs from the recorded binding)**

Formats: [HTML](/content/blueprints/hospitality/reporting-dashboard/django/index.html) | [Markdown](/content/blueprints/hospitality/reporting-dashboard/django.md) | [JSON contract](https://api.ample.computer/v1/catalog/recipes/page%3Ablueprints%3Ahospitality%3Areporting-dashboard%3Adjango)