liveBook · Manning

Endpoint

As explained in Build Financial Software with Generative AI (From Scratch)

An API endpoint is a network-accessible address or operation at which an API exposes a resource or functionality.

An API endpoint is a URL route that exposes one operation, such as uploading a file, listing files, or retrieving a record. HTTP methods distinguish actions: POST /files uploads, while GET /files retrieves a list. Path placeholders such as :fileId and :recordId identify a particular resource returned by earlier queries. section 4.2

Table 4.2 API overview

HTTP method

Uniform resource identifier

Description

POST

/files

Uploads a file to the system

GET

/files

Returns a list of uploaded files

GET

/files/:fileId

Returns details on a specific file

GET

/files/:fileId/records

Returns records for a specific file

GET

/files/:fileId/records/:recordId

Returns details for a specific record

This route map connects HTTP methods and resource paths to the first file-management operations, from upload through record detail. section 4.2

Design endpoints around tasks a user or application needs to complete, then trace the flow needed to obtain identifiers for later requests. Start with the smallest useful set of operations and add query parameters when users need narrower results, such as files from a date or records from one file. section 4.2

A first retrieval endpoint

A FastAPI route such as @router.get("/files") can return a JSON list. Test it with TestClient by requesting /files, asserting a 200 status, and checking the returned JSON. Deliberately changing the URL, method, expected status, or response verifies that the test actually detects mistakes. section 4.3.1

Use a shared prefix to keep related endpoints consistent. A prefix such as /api/v1/files turns a route like /{file_id}/records into /api/v1/files/{file_id}/records. The /api segment centralizes API-related web-server, firewall, and monitoring rules; v1 leaves room to introduce v2 without forcing consumers into breaking changes. Update tests when a prefix changes, or they will request the old URL and receive 404 errors. section 4.9.1

Grow an endpoint from a testable minimal route into a focused data operation:

  • Write a test for the intended URL and expected response; a missing route normally returns 404 during development. section 7.4.1
  • Define the route with the needed path identifier and return a temporary value to establish a 200 response. section 7.4.1
  • Replace the placeholder with a focused database method and a response model that describes the returned fields. section 7.4.1
  • Expose sensitive data only through a separate, on-demand endpoint when users do not always need it; this supports authentication checks, auditing, and less unnecessary data transfer. section 8.6.1

Endpoint shape is a design choice. A company’s batches could appear under a nested company path, but a search endpoint can be more flexible when it accepts criteria such as an amount, amount range, company identifier, or company name. Document the route’s response model, summary, description, and tags so its purpose is visible in API documentation. section 10.5.1 section 10.2.3

Returning operational results

An endpoint can begin by returning an empty list so its test reaches 200, then evolve to declare a list response model and call a data-access method. For example, an OFAC route returns scan results after the supporting result type and SQL access are available. section 11.8.2

How Build Financial Software with Generative AI (From Scratch) covers it

How deep it goes
Walks through endpoint planning, FastAPI routes, tests, prefixes, response models, database calls, and API metadata.
Examples
Uses file uploads and retrieval, batch retrieval and search, company overviews, unparsed exception records, and OFAC scan results.
What you can do after
Build it from scratch by defining, testing, versioning, and progressively connecting FastAPI endpoints to data-access methods.
How it connects
Connects HTTP methods, URIs, path parameters, query parameters, API versioning, response models, unit testing, TDD, BDD, and OpenAPI.

Also explained in

Compare how 26 books explain endpoint →

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Build Financial Software with Generative AI (From Scratch). The section links point to the parts of the book it draws on.