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@ -1,46 +0,0 @@
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---
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icon: light-bulb
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order: 0
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label: "Project Ideas"
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---
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## Idea Title
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Build a Vibe Coding Agent in Python for Creating Mobile Games
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## Project Size
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Medium
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## Related Skills
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- CPython
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- Agentic Programming
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- Prompt Engineering
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- PIXI.JS Framework
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## Description
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pocketpy is an organization dedicated to creating game development tools in Python language.
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Nowadays, vibe coding has become a popular approach for rapid game development, allowing developers to create games quickly and efficiently by leveraging language models and agentic programming techniques.
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For Google Summer of Code 2026, we are looking for a student to develop a vibe coding agent that can assist developers in creating mobile games.
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This agent is composed of two main components,
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backend and frontend.
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The backend part should be developed in CPython,
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which is composed of the following modules:
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+ Virtual Container. The agent needs to create a virtual linux container for each vibe coding project. This module provides management for users' sources and assets inside the container.
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+ AI Service Provider. This module is responsible for communicating with AI service providers, such as OpenAI, to generate code and assets based on user prompts.
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+ Persistent Memory. This module stores the state of each vibe coding project, including project progress, user preferences, and other relevant information.
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+ Agentic Core. This module uses Persistent Memory and AI Service Provider to implement the agentic programming logic, enabling the agent to understand user prompts and generate appropriate code and assets.
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+ PIXI.JS Integration. We decide to use [PIXI.JS](https://pixijs.com/) as the default rendering engine for user projects. This is because PIXI.JS is fully source-driven,
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which makes it easier for the agent to generate and modify game code.
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The frontend part is optional. Knowing this could help students better understand the whole project.
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We aims to create a mobile app using Flutter framework. This app invodes backend services via RESTful APIs,
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and provides a user-friendly interface for users to control and run their vibe coding projects.
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For more details, we will discuss with the selected student during the community bonding period.
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@ -135,7 +135,7 @@ void FuncDecl__dtor(FuncDecl* self);
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typedef struct Function {
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FuncDecl_ decl;
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py_GlobalRef module; // maybe NULL, weak ref
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py_TValue globals; // maybe nil, strong ref
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py_Ref globals; // maybe NULL, strong ref
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NameDict* closure; // maybe NULL, strong ref
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PyObject* clazz; // weak ref; for super()
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py_CFunction cfunc; // wrapped C function; for decl-based binding
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@ -143,8 +143,3 @@ typedef struct Function {
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void Function__ctor(Function* self, FuncDecl_ decl, py_GlobalRef module, py_Ref globals);
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void Function__dtor(Function* self);
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// https://github.com/pocketpy/pocketpy/issues/456
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// Function may be created from `execdyn` and return
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// Weakrefs like `.globals` and `.clazz` may invalidate
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@ -47,9 +47,3 @@ def ior(a, b): a |= b; return a
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def ixor(a, b): a ^= b; return a
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def ilshift(a, b): a <<= b; return a
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def irshift(a, b): a >>= b; return a
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class attrgetter:
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def __init__(self, attr):
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self.attr = attr
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def __call__(self, obj):
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return getattr(obj, self.attr)
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@ -10,7 +10,7 @@ const char kPythonLibs_datetime[] = "from time import localtime\nimport operator
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const char kPythonLibs_functools[] = "class cache:\n def __init__(self, f):\n self.f = f\n self.cache = {}\n\n def __call__(self, *args):\n if args not in self.cache:\n self.cache[args] = self.f(*args)\n return self.cache[args]\n \nclass lru_cache:\n def __init__(self, maxsize=128):\n self.maxsize = maxsize\n self.cache = {}\n\n def __call__(self, f):\n def wrapped(*args):\n if args in self.cache:\n res = self.cache.pop(args)\n self.cache[args] = res\n return res\n \n res = f(*args)\n if len(self.cache) >= self.maxsize:\n first_key = next(iter(self.cache))\n self.cache.pop(first_key)\n self.cache[args] = res\n return res\n return wrapped\n \ndef reduce(function, sequence, initial=...):\n it = iter(sequence)\n if initial is ...:\n try:\n value = next(it)\n except StopIteration:\n raise TypeError(\"reduce() of empty sequence with no initial value\")\n else:\n value = initial\n for element in it:\n value = function(value, element)\n return value\n\nclass partial:\n def __init__(self, f, *args, **kwargs):\n self.f = f\n if not callable(f):\n raise TypeError(\"the first argument must be callable\")\n self.args = args\n self.kwargs = kwargs\n\n def __call__(self, *args, **kwargs):\n kwargs.update(self.kwargs)\n return self.f(*self.args, *args, **kwargs)\n\n";
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const char kPythonLibs_heapq[] = "# Heap queue algorithm (a.k.a. priority queue)\ndef heappush(heap, item):\n \"\"\"Push item onto heap, maintaining the heap invariant.\"\"\"\n heap.append(item)\n _siftdown(heap, 0, len(heap)-1)\n\ndef heappop(heap):\n \"\"\"Pop the smallest item off the heap, maintaining the heap invariant.\"\"\"\n lastelt = heap.pop() # raises appropriate IndexError if heap is empty\n if heap:\n returnitem = heap[0]\n heap[0] = lastelt\n _siftup(heap, 0)\n return returnitem\n return lastelt\n\ndef heapreplace(heap, item):\n \"\"\"Pop and return the current smallest value, and add the new item.\n\n This is more efficient than heappop() followed by heappush(), and can be\n more appropriate when using a fixed-size heap. Note that the value\n returned may be larger than item! That constrains reasonable uses of\n this routine unless written as part of a conditional replacement:\n\n if item > heap[0]:\n item = heapreplace(heap, item)\n \"\"\"\n returnitem = heap[0] # raises appropriate IndexError if heap is empty\n heap[0] = item\n _siftup(heap, 0)\n return returnitem\n\ndef heappushpop(heap, item):\n \"\"\"Fast version of a heappush followed by a heappop.\"\"\"\n if heap and heap[0] < item:\n item, heap[0] = heap[0], item\n _siftup(heap, 0)\n return item\n\ndef heapify(x):\n \"\"\"Transform list into a heap, in-place, in O(len(x)) time.\"\"\"\n n = len(x)\n # Transform bottom-up. The largest index there's any point to looking at\n # is the largest with a child index in-range, so must have 2*i + 1 < n,\n # or i < (n-1)/2. If n is even = 2*j, this is (2*j-1)/2 = j-1/2 so\n # j-1 is the largest, which is n//2 - 1. If n is odd = 2*j+1, this is\n # (2*j+1-1)/2 = j so j-1 is the largest, and that's again n//2-1.\n for i in reversed(range(n//2)):\n _siftup(x, i)\n\n# 'heap' is a heap at all indices >= startpos, except possibly for pos. pos\n# is the index of a leaf with a possibly out-of-order value. Restore the\n# heap invariant.\ndef _siftdown(heap, startpos, pos):\n newitem = heap[pos]\n # Follow the path to the root, moving parents down until finding a place\n # newitem fits.\n while pos > startpos:\n parentpos = (pos - 1) >> 1\n parent = heap[parentpos]\n if newitem < parent:\n heap[pos] = parent\n pos = parentpos\n continue\n break\n heap[pos] = newitem\n\ndef _siftup(heap, pos):\n endpos = len(heap)\n startpos = pos\n newitem = heap[pos]\n # Bubble up the smaller child until hitting a leaf.\n childpos = 2*pos + 1 # leftmost child position\n while childpos < endpos:\n # Set childpos to index of smaller child.\n rightpos = childpos + 1\n if rightpos < endpos and not heap[childpos] < heap[rightpos]:\n childpos = rightpos\n # Move the smaller child up.\n heap[pos] = heap[childpos]\n pos = childpos\n childpos = 2*pos + 1\n # The leaf at pos is empty now. Put newitem there, and bubble it up\n # to its final resting place (by sifting its parents down).\n heap[pos] = newitem\n _siftdown(heap, startpos, pos)";
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const char kPythonLibs_linalg[] = "from vmath import *";
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const char kPythonLibs_operator[] = "# https://docs.python.org/3/library/operator.html#mapping-operators-to-functions\n\ndef le(a, b): return a <= b\ndef lt(a, b): return a < b\ndef ge(a, b): return a >= b\ndef gt(a, b): return a > b\ndef eq(a, b): return a == b\ndef ne(a, b): return a != b\n\ndef and_(a, b): return a & b\ndef or_(a, b): return a | b\ndef xor(a, b): return a ^ b\ndef invert(a): return ~a\ndef lshift(a, b): return a << b\ndef rshift(a, b): return a >> b\n\ndef is_(a, b): return a is b\ndef is_not(a, b): return a is not b\ndef not_(a): return not a\ndef truth(a): return bool(a)\ndef contains(a, b): return b in a\n\ndef add(a, b): return a + b\ndef sub(a, b): return a - b\ndef mul(a, b): return a * b\ndef truediv(a, b): return a / b\ndef floordiv(a, b): return a // b\ndef mod(a, b): return a % b\ndef pow(a, b): return a ** b\ndef neg(a): return -a\ndef matmul(a, b): return a @ b\n\ndef getitem(a, b): return a[b]\ndef setitem(a, b, c): a[b] = c\ndef delitem(a, b): del a[b]\n\ndef iadd(a, b): a += b; return a\ndef isub(a, b): a -= b; return a\ndef imul(a, b): a *= b; return a\ndef itruediv(a, b): a /= b; return a\ndef ifloordiv(a, b): a //= b; return a\ndef imod(a, b): a %= b; return a\n# def ipow(a, b): a **= b; return a\n# def imatmul(a, b): a @= b; return a\ndef iand(a, b): a &= b; return a\ndef ior(a, b): a |= b; return a\ndef ixor(a, b): a ^= b; return a\ndef ilshift(a, b): a <<= b; return a\ndef irshift(a, b): a >>= b; return a\n\nclass attrgetter:\n def __init__(self, attr):\n self.attr = attr\n def __call__(self, obj):\n return getattr(obj, self.attr)\n";
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const char kPythonLibs_operator[] = "# https://docs.python.org/3/library/operator.html#mapping-operators-to-functions\n\ndef le(a, b): return a <= b\ndef lt(a, b): return a < b\ndef ge(a, b): return a >= b\ndef gt(a, b): return a > b\ndef eq(a, b): return a == b\ndef ne(a, b): return a != b\n\ndef and_(a, b): return a & b\ndef or_(a, b): return a | b\ndef xor(a, b): return a ^ b\ndef invert(a): return ~a\ndef lshift(a, b): return a << b\ndef rshift(a, b): return a >> b\n\ndef is_(a, b): return a is b\ndef is_not(a, b): return a is not b\ndef not_(a): return not a\ndef truth(a): return bool(a)\ndef contains(a, b): return b in a\n\ndef add(a, b): return a + b\ndef sub(a, b): return a - b\ndef mul(a, b): return a * b\ndef truediv(a, b): return a / b\ndef floordiv(a, b): return a // b\ndef mod(a, b): return a % b\ndef pow(a, b): return a ** b\ndef neg(a): return -a\ndef matmul(a, b): return a @ b\n\ndef getitem(a, b): return a[b]\ndef setitem(a, b, c): a[b] = c\ndef delitem(a, b): del a[b]\n\ndef iadd(a, b): a += b; return a\ndef isub(a, b): a -= b; return a\ndef imul(a, b): a *= b; return a\ndef itruediv(a, b): a /= b; return a\ndef ifloordiv(a, b): a //= b; return a\ndef imod(a, b): a %= b; return a\n# def ipow(a, b): a **= b; return a\n# def imatmul(a, b): a @= b; return a\ndef iand(a, b): a &= b; return a\ndef ior(a, b): a |= b; return a\ndef ixor(a, b): a ^= b; return a\ndef ilshift(a, b): a <<= b; return a\ndef irshift(a, b): a >>= b; return a\n";
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const char kPythonLibs_typing[] = "class _Placeholder:\n def __init__(self, *args, **kwargs):\n pass\n def __getitem__(self, *args):\n return self\n def __call__(self, *args, **kwargs):\n return self\n def __and__(self, other):\n return self\n def __or__(self, other):\n return self\n def __xor__(self, other):\n return self\n\n\n_PLACEHOLDER = _Placeholder()\n\nSequence = _PLACEHOLDER\nList = _PLACEHOLDER\nDict = _PLACEHOLDER\nTuple = _PLACEHOLDER\nSet = _PLACEHOLDER\nAny = _PLACEHOLDER\nUnion = _PLACEHOLDER\nOptional = _PLACEHOLDER\nCallable = _PLACEHOLDER\nType = _PLACEHOLDER\nTypeAlias = _PLACEHOLDER\nNewType = _PLACEHOLDER\n\nClassVar = _PLACEHOLDER\n\nLiteral = _PLACEHOLDER\nLiteralString = _PLACEHOLDER\n\nIterable = _PLACEHOLDER\nGenerator = _PLACEHOLDER\nIterator = _PLACEHOLDER\n\nHashable = _PLACEHOLDER\n\nTypeVar = _PLACEHOLDER\nSelf = _PLACEHOLDER\n\nProtocol = object\nGeneric = object\nNever = object\n\nTYPE_CHECKING = False\n\n# decorators\noverload = lambda x: x\nfinal = lambda x: x\n\n# exhaustiveness checking\nassert_never = lambda x: x\n\nTypedDict = dict\nNotRequired = _PLACEHOLDER\n";
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const char* load_kPythonLib(const char* name) {
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@ -512,7 +512,7 @@ FrameResult VM__vectorcall(VM* self, uint16_t argc, uint16_t kwargc, bool opcall
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// submit the call
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if(!fn->cfunc) {
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// python function
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VM__push_frame(self, Frame__new(co, p0, fn->module, &fn->globals, argv, false));
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VM__push_frame(self, Frame__new(co, p0, fn->module, fn->globals, argv, false));
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return opcall ? RES_CALL : VM__run_top_frame(self);
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} else {
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// decl-based binding
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@ -541,7 +541,7 @@ FrameResult VM__vectorcall(VM* self, uint16_t argc, uint16_t kwargc, bool opcall
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// submit the call
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if(!fn->cfunc) {
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// python function
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VM__push_frame(self, Frame__new(co, p0, fn->module, &fn->globals, argv, false));
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VM__push_frame(self, Frame__new(co, p0, fn->module, fn->globals, argv, false));
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return opcall ? RES_CALL : VM__run_top_frame(self);
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} else {
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// decl-based binding
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@ -557,7 +557,7 @@ FrameResult VM__vectorcall(VM* self, uint16_t argc, uint16_t kwargc, bool opcall
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// copy buffer back to stack
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self->stack.sp = argv + co->nlocals;
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memcpy(argv, self->vectorcall_buffer, co->nlocals * sizeof(py_TValue));
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py_Frame* frame = Frame__new(co, p0, fn->module, &fn->globals, argv, false);
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py_Frame* frame = Frame__new(co, p0, fn->module, fn->globals, argv, false);
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pk_newgenerator(py_retval(), frame, p0, self->stack.sp);
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self->stack.sp = p0; // reset the stack
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return RES_RETURN;
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@ -538,7 +538,7 @@ py_GlobalRef pk_builtins__register() {
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void function__gc_mark(void* ud, c11_vector* p_stack) {
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Function* func = ud;
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pk__mark_value(&func->globals);
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if(func->globals) pk__mark_value(func->globals);
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if(func->closure) {
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NameDict* dict = func->closure;
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for(int i = 0; i < dict->capacity; i++) {
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@ -143,7 +143,7 @@ void Function__ctor(Function* self, FuncDecl_ decl, py_GlobalRef module, py_Ref
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PK_INCREF(decl);
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self->decl = decl;
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self->module = module;
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self->globals = globals != NULL ? *globals : *py_NIL();
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self->globals = globals;
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self->closure = NULL;
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self->clazz = NULL;
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self->cfunc = NULL;
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@ -1,17 +0,0 @@
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# https://github.com/pocketpy/pocketpy/issues/456
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module_code = '''
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CONSTANT = 42
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def hello(name):
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return "Hello, " + name
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'''
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namespace = {}
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exec(module_code, namespace)
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assert namespace['CONSTANT'] == 42
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assert namespace['hello']('world') == "Hello, world"
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# print("Constant:", namespace['CONSTANT'])
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# print("Function result:", namespace['hello']('world'))
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@ -50,14 +50,3 @@ assert op.ior(0b01, 0b11) == 0b11
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assert op.ixor(0b01, 0b11) == 0b10
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assert op.ilshift(0b01, 1) == 0b10
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assert op.irshift(0b10, 1) == 0b01
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# https://github.com/pocketpy/pocketpy/issues/455
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class Person:
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def __init__(self, name, age):
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self.name = name
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self.age = age
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person = Person("Alice", 30)
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res = op.attrgetter('name')(person)
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assert res == "Alice"
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