apcore-toolkit-python

Python implementation of the apcore-toolkit.

Extracts ~1,400 lines of duplicated framework-agnostic logic from django-apcore and flask-apcore into a standalone Python package.

Installation

pip install apcore-toolkit

Core Modules

Module	Description
ScannedModule	Canonical dataclass representing a scanned endpoint
BaseScanner	Abstract base class for framework scanners with filtering and deduplication
YAMLWriter	Generates .binding.yaml files for apcore.BindingLoader
PythonWriter	Generates @module-decorated Python wrapper files
RegistryWriter	Registers modules directly into an apcore.Registry
HTTPProxyRegistryWriter	Registers HTTP proxy modules that forward requests to a running API
Enhancer	Pluggable protocol for metadata enhancement
AIEnhancer	SLM-based metadata enhancement for scanned modules
WriteResult	Structured result type for all writer operations
WriteError	Error class for I/O failures during write
Verifier	Pluggable protocol for validating written artifacts
VerifyResult	Result type for verification operations
YAMLVerifier	Verifies YAML files parse correctly with required fields
SyntaxVerifier	Verifies source files are non-empty and readable
RegistryVerifier	Verifies modules are registered and retrievable
MagicBytesVerifier	Verifies file headers match expected magic bytes
JSONVerifier	Verifies JSON files parse correctly
to_markdown	Converts arbitrary dicts to Markdown with depth control and table heuristics
flatten_pydantic_params	Converts Pydantic model parameters to flat kwargs
resolve_target	Resolves "module.path:function_name" to callable
enrich_schema_descriptions	Merges descriptions into JSON Schema properties
get_writer	Factory function for writer instances

Usage

Scanning and Writing

from apcore_toolkit import BaseScanner, ScannedModule, YAMLWriter

class MyScanner(BaseScanner):
    def scan(self, **kwargs):
        # Scan your framework endpoints and return ScannedModule instances
        return [
            ScannedModule(
                module_id="users.get_user",
                description="Get a user by ID",
                input_schema={"type": "object", "properties": {"id": {"type": "integer"}}, "required": ["id"]},
                output_schema={"type": "object", "properties": {"name": {"type": "string"}}},
                tags=["users"],
                target="myapp.views:get_user",
            )
        ]

    def get_source_name(self):
        return "my-framework"

scanner = MyScanner()
modules = scanner.scan()

# Filter and deduplicate
modules = scanner.filter_modules(modules, include=r"^users\.")
modules = scanner.deduplicate_ids(modules)

# Write YAML binding files
writer = YAMLWriter()
writer.write(modules, output_dir="./bindings")

Direct Registry Registration

from apcore import Registry
from apcore_toolkit import RegistryWriter

registry = Registry()
writer = RegistryWriter()
writer.write(modules, registry)

Output Format Factory

from apcore_toolkit.output import get_writer

writer = get_writer("yaml")    # YAMLWriter
writer = get_writer("python")  # PythonWriter
writer = get_writer("registry")  # RegistryWriter

Pydantic Model Flattening

from apcore_toolkit import flatten_pydantic_params, resolve_target

# Resolve a target string to a callable
func = resolve_target("myapp.views:create_task")

# Flatten Pydantic model params into scalar kwargs for MCP tools
wrapped = flatten_pydantic_params(func)

OpenAPI Schema Extraction

from apcore_toolkit.openapi import extract_input_schema, extract_output_schema

input_schema = extract_input_schema(operation, openapi_doc)
output_schema = extract_output_schema(operation, openapi_doc)

Schema Enrichment

from apcore_toolkit import enrich_schema_descriptions

enriched = enrich_schema_descriptions(schema, {"user_id": "The user ID"})

Markdown Formatting

from apcore_toolkit import to_markdown

md = to_markdown({"name": "Alice", "role": "admin"}, title="User Info")

Requirements

• Python >= 3.11
• apcore >= 0.13.0
• pydantic >= 2.0
• PyYAML >= 6.0

Documentation

Full documentation is available at https://github.com/aipartnerup/apcore-toolkit.

License

Apache-2.0