page:recipes:asset library:flask:data imports
Host Asset Library with Flask: Structured Data Imports
Deploy an asset library built with Flask on Ample using the bulk import staging pattern. Compute runs the app in an isolated microVM behind a public HTTPS URL, a managed PostgreSQL 16 database is auto-provisioned and injected as DATABASE_URL, a private S3-compatible bucket holds objects with credentials delivered as encrypted environment variables. Verified on Flask: a CSV staged as an object, row-level validation with per-row errors recorded, and a restart-safe import keyed by import id (imported=2 rejected=1 restart=ok). Not separately tested: your import format, mapping and conflict rules; treat the asset library-specific behavior as your application code.
Representative Queries
- Host asset library with Flask: structured data imports
- Where can I host Asset library built with Flask?
- I need a workload-specific import mapping, conflict rules and restart behavior.
Resource Requirements
- Compute
- Postgres
- S3-compatible object storage
Infrastructure Requirements
- Compute: Apps run in isolated x86_64 Firecracker microVMs that auto-pause when idle and wake on request; sizes are the priced VM sizes.
- Postgres: 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: Buckets are S3-compatible with issued credentials; PutObject and GetObject are verified by canary. Other S3 operations are not verified.
Framework
Flask
Workload
Asset library
Release Status
Published
Support Status
Verified
Execution Status
Ready
Prerequisites
- A Flask project that builds and starts with the documented commands (pip install into .ample/python from requirements.txt, then waitress from app.py reading PORT on the python-3.12 template).
- A PostgreSQL driver reading DATABASE_URL at runtime (auto-provisioned when omitted, or supplied with --env).
- A bucket from
ample bucket createwith its credentials passed as encrypted S3_* environment variables. - An Ample account token with servers:write, databases:read, buckets:read.
Tested Configuration
- Template: python-3.12
- Runtime: python
- Size: s-1vcpu-1gb
- Install: python3 -m pip install --target .ample/python -r requirements.txt
- Start: PYTHONPATH=.ample/python:${PYTHONPATH:-} python3 app.py
Workflow Steps
- Build and Start: pip install into .ample/python from requirements.txt, then waitress from app.py reading PORT on the python-3.12 template. The server must bind 0.0.0.0 on PORT.
- Implement the Pattern on PostgreSQL: The fixture's module implements bulk import staging: a CSV staged as an object, row-level validation with per-row errors recorded, and a restart-safe import keyed by import id (imported=2 rejected=1 restart=ok). Copy the approach into your schema; keep migrations idempotent and run them with --release-command.
- Wire Object Storage: Create the bucket(s), then pass endpoint, region, bucket and keys as --env values. Use path-style addressing. Keep private data in an unpublished bucket.
- Deploy: Run the synchronous deploy once and read the result (exit 0 live, 1 failed, 2 blocked). Re-running with no change is a no-op.
- Verify: Fetch the live URL and the pattern self-test route(s) (/p/bulk-import-staging) from the example; then run your own checks. On failure read
ample logs --kind buildthen--kind runtime.
Examples
- Flask pattern fixture: Multi-pattern Flask app whose bulk import staging module was checked live; the module is under tests/deploy-canaries/_pattern-modules.
Success Checks
- App responds on its public URL: [GET] / expecting "ample canary flask patterns"
- Bulk-import-staging self-test: [GET] /p/bulk-import-staging expecting "imported=2 rejected=1 restart=ok"
Limitations
- Verified on the python-3.12 template at s-1vcpu-1gb; other sizes, templates and Flask major versions are not verified.
- The asset library itself (your import format, mapping and conflict rules) is application code and was not separately tested.
Cost Estimate
- Currency: USD
- Monthly Amount: 10.0
- Basis: Size prices from pricing.toml.
Components:
- App server (size: s-1vcpu-1gb, quantity: 1.0, monthlyAmount: 5.0)
- Managed PostgreSQL database (size: s-1vcpu-1gb, quantity: 1.0, monthlyAmount: 5.0)
Note: Always-on monthly price of the tested sizes; apps and databases auto-pause when idle.
Evidence Summary
- Canary Run: Flask pattern fixture deployed on Ample. Checks passed for bulk-import-staging and configuration-secrets.
Last Verified At
2026-09-21T01:14:18Z
Unknowns
- Region availability is unknown until a verified region fact is recorded.
- Compliance attestations are unknown; none are claimed.
Formats
- HTML: Host asset library
- Markdown: Host asset library
Next Actions
- Browse the catalog index: [GET] /v1/catalog
- Search published recipes by intent: [POST] /v1/catalog/search
- Prepare a deployment plan: [POST] /v1/catalog/plan