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colbymchenry-patch-3
codegraph-ai
feat/offload-byo
fix/explore-corroboration-ranking
feat/value-refs-validation
feat/cli-explore-subagent-path
feat/mcp-default-toolset
feat/unindexed-session-policy
read-parity-codegraph-node
feat/cross-language-impact-coverage
feat/mcp-supported-languages
feat/explore-overhaul-store-coverage
feat/trace-relevance-closure-collection
feat/explore-per-symbol-sizing
feat/adaptive-explore-sizing
feat/go-multi-module-trace-quality
fix-release-workflow-pat
colbymchenry-patch-2
fix/kiro-installer-notes-enable-mcp
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read-parity-codegraph-node
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colbymchenry-patch-3
codegraph-ai
feat/offload-byo
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feat/cli-explore-subagent-path
feat/mcp-default-toolset
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read-parity-codegraph-node
feat/cross-language-impact-coverage
feat/mcp-supported-languages
feat/explore-overhaul-store-coverage
feat/trace-relevance-closure-collection
feat/explore-per-symbol-sizing
feat/adaptive-explore-sizing
feat/go-multi-module-trace-quality
fix-release-workflow-pat
colbymchenry-patch-2
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python.ts 16.24 KB
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/**
* Python Framework Resolver
*
* Handles Django, Flask, and FastAPI patterns.
*/
import { Node } from '../../types';
import { FrameworkResolver, UnresolvedRef, ResolutionContext, FrameworkExtractionResult } from '../types';
import { stripCommentsForRegex } from '../strip-comments';
export const djangoResolver: FrameworkResolver = {
name: 'django',
languages: ['python'],
detect(context) {
const requirements = context.readFile('requirements.txt');
if (requirements && requirements.toLowerCase().includes('django')) return true;
const setup = context.readFile('setup.py');
if (setup && setup.toLowerCase().includes('django')) return true;
const pyproject = context.readFile('pyproject.toml');
if (pyproject && pyproject.toLowerCase().includes('django')) return true;
return context.fileExists('manage.py');
},
resolve(ref, context) {
if (ref.referenceName.endsWith('Model') || /^[A-Z][a-z]+$/.test(ref.referenceName)) {
const result = resolveByNameAndKind(ref.referenceName, CLASS_KINDS, MODEL_DIRS, context);
if (result) return { original: ref, targetNodeId: result, confidence: 0.8, resolvedBy: 'framework' };
}
if (ref.referenceName.endsWith('View') || ref.referenceName.endsWith('ViewSet')) {
const result = resolveByNameAndKind(ref.referenceName, VIEW_KINDS, VIEW_DIRS, context);
if (result) return { original: ref, targetNodeId: result, confidence: 0.8, resolvedBy: 'framework' };
}
if (ref.referenceName.endsWith('Form')) {
const result = resolveByNameAndKind(ref.referenceName, CLASS_KINDS, FORM_DIRS, context);
if (result) return { original: ref, targetNodeId: result, confidence: 0.8, resolvedBy: 'framework' };
}
// ORM dynamic dispatch: QuerySet._fetch_all (and siblings) call
// `self._iterable_class(self)` — a runtime dispatch to the iterable class
// (default ModelIterable) whose __iter__ runs the SQL compiler. Static
// parsing can't resolve an attribute-as-callable, so it leaves an unresolved
// `_iterable_class` ref and a hole in the QuerySet→compiler chain. Bridge it
// to ModelIterable.__iter__ so the flow actually exists in the graph.
if (ref.referenceName === '_iterable_class') {
const target = resolveModelIterableIter(context);
if (target) return { original: ref, targetNodeId: target, confidence: 0.7, resolvedBy: 'framework' };
}
return null;
},
// Let two ref shapes past resolveOne's "no possible match" pre-filter so they
// reach resolution: the ORM dynamic-dispatch `_iterable_class` (a QuerySet
// attribute, not a declared symbol), and a Django `include('app.urls')` module
// path — a dotted module name with no symbol/import to match, which resolution
// (resolvePythonAbsoluteModule) then maps to its `urls.py` file so the included
// URLconf records a dependency on the root urlconf.
claimsReference(name) {
return name === '_iterable_class' || name.endsWith('.urls');
},
extract(filePath, content) {
if (!filePath.endsWith('.py')) return { nodes: [], references: [] };
const nodes: Node[] = [];
const references: UnresolvedRef[] = [];
const now = Date.now();
const safe = stripCommentsForRegex(content, 'python');
// path('url', handler, name=...) / re_path(r'...', handler) / url(r'...', handler)
// Capture groups: 1=function name, 2=url string, 3=handler expr
// Handler expr may contain one balanced () pair (e.g. View.as_view(), include('x.y'))
const routeRegex = /\b(path|re_path|url)\s*\(\s*r?['"]([^'"]+)['"]\s*,\s*([\w.]+(?:\s*\([^)]*\))?)/g;
let match: RegExpExecArray | null;
while ((match = routeRegex.exec(safe)) !== null) {
const [, _fn, urlPath, handlerExpr] = match;
const line = safe.slice(0, match.index).split('\n').length;
const routeNode: Node = {
id: `route:${filePath}:${line}:${urlPath}`,
kind: 'route',
name: urlPath!,
qualifiedName: `${filePath}::route:${urlPath}`,
filePath,
startLine: line,
endLine: line,
startColumn: 0,
endColumn: match[0].length,
language: 'python',
updatedAt: now,
};
nodes.push(routeNode);
const handler = handlerExpr!.trim();
const target = resolveHandlerName(handler);
if (target) {
references.push({
fromNodeId: routeNode.id,
referenceName: target.name,
referenceKind: target.kind,
line,
column: 0,
filePath,
language: 'python',
});
}
}
// DRF router registration: `router.register(r'articles', ArticleViewSet)` →
// route → the ViewSet class (the core CRUD endpoints, which path()/url() miss).
// The STRING first arg separates this from `admin.site.register(Model, Admin)`
// (whose first arg is a model class, not a string); the View/ViewSet suffix on
// the 2nd arg keeps it to DRF viewsets.
const routerRegex = /\.register\s*\(\s*r?['"]([^'"]+)['"]\s*,\s*([\w.]+)/g;
while ((match = routerRegex.exec(safe)) !== null) {
const prefix = match[1]!.replace(/^\^|\/?\$$/g, '');
const viewset = match[2]!.split('.').pop()!;
if (!/View(Set)?$/.test(viewset)) continue;
const line = safe.slice(0, match.index).split('\n').length;
const routeNode: Node = {
id: `route:${filePath}:${line}:VIEWSET:${prefix}`,
kind: 'route',
name: `VIEWSET /${prefix}`,
qualifiedName: `${filePath}::route:${prefix}`,
filePath, startLine: line, endLine: line, startColumn: 0, endColumn: match[0].length,
language: 'python', updatedAt: now,
};
nodes.push(routeNode);
references.push({
fromNodeId: routeNode.id,
referenceName: viewset,
referenceKind: 'references',
line, column: 0, filePath, language: 'python',
});
}
return { nodes, references };
},
};
/**
* Find ModelIterable.__iter__ — the default iterable QuerySet invokes via
* `self._iterable_class(self)`. Its __iter__ statically calls the SQL compiler,
* so linking the dynamic dispatch here closes the QuerySet→SQL call chain.
* (Over-approximates to the default iterable; .values()/.values_list() swap in
* other BaseIterable subclasses, but ModelIterable is the canonical path.)
*/
function resolveModelIterableIter(context: ResolutionContext): string | null {
const cls = context.getNodesByName('ModelIterable').find((n) => n.kind === 'class');
if (!cls) return null;
const iter = context.getNodesByName('__iter__').find(
(n) => n.filePath === cls.filePath && n.startLine >= cls.startLine && n.startLine <= cls.endLine
);
return iter ? iter.id : null;
}
/**
* Parse a Django URL handler expression and return the symbol/module to link.
* Returns null for shapes we can't confidently link (e.g. lambdas).
*/
function resolveHandlerName(expr: string): { name: string; kind: 'references' | 'imports' } | null {
// include('module.path')
const includeMatch = expr.match(/^include\s*\(\s*['"]([^'"]+)['"]/);
if (includeMatch) return { name: includeMatch[1]!, kind: 'imports' };
// Strip trailing .as_view(...) or .as_view()
let head = expr.replace(/\.as_view\s*\([^)]*\)\s*$/, '');
// Drop any other trailing method call
head = head.replace(/\.\w+\s*\([^)]*\)\s*$/, '');
const dotted = head.split('.').filter(Boolean);
if (dotted.length === 0) return null;
const last = dotted[dotted.length - 1]!;
if (!/^[A-Za-z_][A-Za-z0-9_]*$/.test(last)) return null;
return { name: last, kind: 'references' };
}
export const flaskResolver: FrameworkResolver = {
name: 'flask',
languages: ['python'],
detect(context) {
for (const f of ['requirements.txt', 'pyproject.toml', 'Pipfile', 'setup.py']) {
const c = context.readFile(f);
if (c && /\bflask\b/i.test(c)) return true;
}
// Any app entrypoint (root OR subdir, e.g. conduit/app.py) that imports flask
// and instantiates Flask(...) — covers Flask(__name__), Flask(__name__.split...),
// and the app-factory pattern. Bounded to entrypoint-named files.
const entrypoints = context
.getAllFiles()
.filter((f) => /(?:^|\/)(app|application|main|wsgi|__init__)\.py$/.test(f))
.slice(0, 50);
for (const f of entrypoints) {
const c = context.readFile(f);
if (c && /\bFlask\s*\(/.test(c) && /\bimport\s+flask\b|\bfrom\s+flask\b/.test(c)) return true;
}
return false;
},
resolve(ref, context) {
if (ref.referenceName.endsWith('_bp') || ref.referenceName.endsWith('_blueprint')) {
const result = resolveByNameAndKind(ref.referenceName, VARIABLE_KINDS, [], context);
if (result) return { original: ref, targetNodeId: result, confidence: 0.8, resolvedBy: 'framework' };
}
return null;
},
extract(filePath, content) {
if (!filePath.endsWith('.py')) return { nodes: [], references: [] };
const safe = stripCommentsForRegex(content, 'python');
const decorator = extractDecoratorRoutes(filePath, safe, {
// Flask: @x.route('/path', methods=[...] | (...)) — the handler is the next
// `def`, allowing intervening decorators (@login_required) and stacked
// @x.route() lines. methods may be a list OR a tuple (methods=('GET',)).
decoratorRegex: /@(\w+)\.route\s*\(\s*['"]([^'"]*)['"](?:\s*,\s*methods\s*=\s*[[(]([^\])]+)[\])])?\s*\)/g,
defaultMethod: 'GET',
methodFromGroup: 3,
pathGroup: 2,
findHandler: true,
language: 'python',
});
const restful = extractFlaskRestful(filePath, safe);
return {
nodes: [...decorator.nodes, ...restful.nodes],
references: [...decorator.references, ...restful.references],
};
},
};
export const fastapiResolver: FrameworkResolver = {
name: 'fastapi',
languages: ['python'],
detect(context) {
const requirements = context.readFile('requirements.txt');
if (requirements && /\bfastapi\b/i.test(requirements)) return true;
const pyproject = context.readFile('pyproject.toml');
if (pyproject && /\bfastapi\b/i.test(pyproject)) return true;
for (const file of ['app.py', 'main.py', 'api.py']) {
const content = context.readFile(file);
if (content && content.includes('FastAPI(')) return true;
}
return false;
},
resolve(ref, context) {
if (ref.referenceName.endsWith('_router') || ref.referenceName === 'router') {
const result = resolveByNameAndKind(ref.referenceName, VARIABLE_KINDS, ROUTER_DIRS, context);
if (result) return { original: ref, targetNodeId: result, confidence: 0.8, resolvedBy: 'framework' };
}
if (ref.referenceName.startsWith('get_') || ref.referenceName.startsWith('Depends')) {
const result = resolveByNameAndKind(ref.referenceName, FUNCTION_KINDS, DEP_DIRS, context);
if (result) return { original: ref, targetNodeId: result, confidence: 0.75, resolvedBy: 'framework' };
}
return null;
},
extract(filePath, content) {
if (!filePath.endsWith('.py')) return { nodes: [], references: [] };
return extractDecoratorRoutes(filePath, stripCommentsForRegex(content, 'python'), {
// FastAPI: @x.METHOD('/path') -> handler on the next def line. Path may be
// empty ("") for routes mounted at the router/prefix root.
decoratorRegex: /@(\w+)\.(get|post|put|patch|delete|options|head)\s*\(\s*['"]([^'"]*)['"]/g,
defaultMethod: '',
methodGroup: 2,
pathGroup: 3,
findHandler: true,
language: 'python',
});
},
};
interface DecoratorRouteOpts {
decoratorRegex: RegExp;
defaultMethod: string;
methodGroup?: number;
methodFromGroup?: number; // methods=[...] list
pathGroup: number;
handlerGroup?: number;
findHandler?: boolean;
language: 'python';
}
function extractDecoratorRoutes(filePath: string, content: string, opts: DecoratorRouteOpts): FrameworkExtractionResult {
const nodes: Node[] = [];
const references: UnresolvedRef[] = [];
const now = Date.now();
let match: RegExpExecArray | null;
while ((match = opts.decoratorRegex.exec(content)) !== null) {
const routePath = match[opts.pathGroup];
let method = opts.defaultMethod;
if (opts.methodGroup && match[opts.methodGroup]) {
method = match[opts.methodGroup]!.toUpperCase();
} else if (opts.methodFromGroup && match[opts.methodFromGroup]) {
const m = match[opts.methodFromGroup]!.match(/['"]([A-Z]+)['"]/i);
if (m) method = m[1]!.toUpperCase();
}
const line = content.slice(0, match.index).split('\n').length;
const name = method ? `${method}${routePath || '/'}` : (routePath || '/');
const routeNode: Node = {
id: `route:${filePath}:${line}:${method}:${routePath}`,
kind: 'route',
name,
qualifiedName: `${filePath}::${method}:${routePath}`,
filePath,
startLine: line,
endLine: line,
startColumn: 0,
endColumn: match[0].length,
language: opts.language,
updatedAt: now,
};
nodes.push(routeNode);
let handlerName: string | undefined;
if (opts.handlerGroup && match[opts.handlerGroup]) {
handlerName = match[opts.handlerGroup];
} else if (opts.findHandler) {
const tail = content.slice(match.index + match[0].length);
const defMatch = tail.match(/\n\s*(?:async\s+)?def\s+(\w+)/);
if (defMatch) handlerName = defMatch[1];
}
if (handlerName) {
references.push({
fromNodeId: routeNode.id,
referenceName: handlerName,
referenceKind: 'references',
line,
column: 0,
filePath,
language: 'python',
});
}
}
return { nodes, references };
}
/**
* Flask-RESTful: `api.add_resource(ResourceClass, '/path'[, '/path2'])`
* (and variants like redash's `add_org_resource`). The ResourceClass holds the
* HTTP-verb methods (get/post/...), so the route references the class — its verb
* methods resolve as the handlers via the class. Method is ANY (the class
* decides which verbs it serves).
*/
function extractFlaskRestful(filePath: string, safe: string): FrameworkExtractionResult {
const nodes: Node[] = [];
const references: UnresolvedRef[] = [];
const now = Date.now();
const re = /\.add\w*[Rr]esource\s*\(\s*(\w+)\s*,\s*((?:['"][^'"]+['"]\s*,?\s*)+)/g;
let m: RegExpExecArray | null;
while ((m = re.exec(safe)) !== null) {
const className = m[1]!;
const paths = (m[2]!.match(/['"]([^'"]+)['"]/g) || []).map((s) => s.slice(1, -1));
const line = safe.slice(0, m.index).split('\n').length;
for (const routePath of paths) {
const routeNode: Node = {
id: `route:${filePath}:${line}:ANY:${routePath}`,
kind: 'route',
name: `ANY ${routePath}`,
qualifiedName: `${filePath}::ANY:${routePath}`,
filePath,
startLine: line,
endLine: line,
startColumn: 0,
endColumn: 0,
language: 'python',
updatedAt: now,
};
nodes.push(routeNode);
references.push({
fromNodeId: routeNode.id,
referenceName: className,
referenceKind: 'references',
line,
column: 0,
filePath,
language: 'python',
});
}
}
return { nodes, references };
}
// Directory patterns
const MODEL_DIRS = ['models', 'app/models', 'src/models'];
const VIEW_DIRS = ['views', 'app/views', 'src/views', 'api/views'];
const FORM_DIRS = ['forms', 'app/forms', 'src/forms'];
const ROUTER_DIRS = ['/routers/', '/api/', '/routes/', '/endpoints/'];
const DEP_DIRS = ['/dependencies/', '/deps/', '/core/'];
const CLASS_KINDS = new Set(['class']);
const VIEW_KINDS = new Set(['class', 'function']);
const VARIABLE_KINDS = new Set(['variable']);
const FUNCTION_KINDS = new Set(['function']);
/**
* Resolve a symbol by name using indexed queries instead of scanning all files.
*/
function resolveByNameAndKind(
name: string,
kinds: Set<string>,
preferredDirPatterns: string[],
context: ResolutionContext,
): string | null {
const candidates = context.getNodesByName(name);
if (candidates.length === 0) return null;
const kindFiltered = candidates.filter((n) => kinds.has(n.kind));
if (kindFiltered.length === 0) return null;
// Prefer candidates in framework-conventional directories
if (preferredDirPatterns.length > 0) {
const preferred = kindFiltered.filter((n) =>
preferredDirPatterns.some((d) => n.filePath.includes(d))
);
if (preferred.length > 0) return preferred[0]!.id;
}
// Fall back to any match
return kindFiltered[0]!.id;
}
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