fix static typing errors

Signed-off-by: varun-r-mallya <varunrmallya@gmail.com>

.gitignore

@@ -7,3 +7,6 @@ __pycache__/
 *.ll
 *.o
 .ipynb_checkpoints/
+vmlinux.py
+~*
+vmlinux.h

.pre-commit-config.yaml

@@ -12,7 +12,7 @@
 #
 # See https://github.com/pre-commit/pre-commit
 
-exclude: 'vmlinux.*\.py$'
+exclude: 'vmlinux.py'
 
 ci:
   autoupdate_commit_msg: "chore: update pre-commit hooks"
@@ -41,7 +41,7 @@ repos:
     - id: ruff
       args: ["--fix", "--show-fixes"]
     - id: ruff-format
-      exclude: ^(docs)|^(tests)|^(examples)
+#      exclude: ^(docs)|^(tests)|^(examples)
 
 # Checking static types
 - repo: https://github.com/pre-commit/mirrors-mypy

README.md

@@ -83,14 +83,14 @@ def hist() -> HashMap:
 def hello(ctx: c_void_p) -> c_int64:
     process_id = pid()
     one = 1
-    prev = hist().lookup(process_id)
+    prev = hist.lookup(process_id)
     if prev:
         previous_value = prev + 1
         print(f"count: {previous_value} with {process_id}")
-        hist().update(process_id, previous_value)
+        hist.update(process_id, previous_value)
         return c_int64(0)
     else:
-        hist().update(process_id, one)
+        hist.update(process_id, one)
     return c_int64(0)
 
 

TODO.md

@@ -1,13 +0,0 @@
-## Short term
-
-- Implement enough functionality to port the BCC tutorial examples in PythonBPF
-- Add all maps
-- XDP support in pylibbpf
-- ringbuf support
-- Add oneline IfExpr conditionals (wishlist)
-
-## Long term
-
-- Refactor the codebase to be better than a hackathon project
-- Port to C++ and use actual LLVM?
-- Fix struct_kioctx issue in the vmlinux transpiler

examples/clone-matplotlib.ipynb

@@ -308,6 +308,7 @@
     "def hist() -> HashMap:\n",
     "    return HashMap(key=c_int32, value=c_uint64, max_entries=4096)\n",
     "\n",
+    "\n",
     "@bpf\n",
     "@section(\"tracepoint/syscalls/sys_enter_clone\")\n",
     "def hello(ctx: c_void_p) -> c_int64:\n",
@@ -329,6 +330,7 @@
     "def LICENSE() -> str:\n",
     "    return \"GPL\"\n",
     "\n",
+    "\n",
     "b = BPF()"
    ]
   },
@@ -357,7 +359,6 @@
     }
    ],
    "source": [
-    "\n",
     "b.load_and_attach()\n",
     "hist = BpfMap(b, hist)\n",
     "print(\"Recording\")\n",

examples/kprobes.py

@@ -8,12 +8,14 @@ def hello_world(ctx: c_void_p) -> c_int64:
     print("Hello, World!")
     return c_int64(0)
 
+
 @bpf
 @section("kprobe/do_unlinkat")
 def hello_world2(ctx: c_void_p) -> c_int64:
     print("Hello, World!")
     return c_int64(0)
 
+
 @bpf
 @bpfglobal
 def LICENSE() -> str:

examples/struct_and_perf.py

@@ -27,7 +27,7 @@ def hello(ctx: c_void_p) -> c_int32:
     dataobj.pid = pid()
     dataobj.ts = ktime()
     # dataobj.comm = strobj
-    print(f"clone called at {dataobj.ts} by pid" f"{dataobj.pid}, comm {strobj}")
+    print(f"clone called at {dataobj.ts} by pid{dataobj.pid}, comm {strobj}")
     events.output(dataobj)
     return c_int32(0)
 

examples/xdp_pass.py

@@ -1,8 +1,8 @@
-from pythonbpf import bpf, map, section, bpfglobal, compile
+from pythonbpf import bpf, map, section, bpfglobal, compile, compile_to_ir
 from pythonbpf.helper import XDP_PASS
 from pythonbpf.maps import HashMap
+from ctypes import c_int64, c_void_p
 
-from ctypes import c_void_p, c_int64
 
 # Instructions to how to run this program
 # 1. Install PythonBPF: pip install pythonbpf
@@ -41,4 +41,5 @@ def LICENSE() -> str:
     return "GPL"
 
 
+compile_to_ir("xdp_pass.py", "xdp_pass.ll")
 compile()

pythonbpf/allocation_pass.py

@@ -1,191 +0,0 @@
-import ast
-import logging
-
-from llvmlite import ir
-from dataclasses import dataclass
-from typing import Any
-from pythonbpf.helper import HelperHandlerRegistry
-from pythonbpf.type_deducer import ctypes_to_ir
-
-logger = logging.getLogger(__name__)
-
-
-@dataclass
-class LocalSymbol:
-    var: ir.AllocaInstr
-    ir_type: ir.Type
-    metadata: Any = None
-
-    def __iter__(self):
-        yield self.var
-        yield self.ir_type
-        yield self.metadata
-
-
-def _is_helper_call(call_node):
-    """Check if a call node is a BPF helper function call."""
-    if isinstance(call_node.func, ast.Name):
-        # Exclude print from requiring temps (handles f-strings differently)
-        func_name = call_node.func.id
-        return HelperHandlerRegistry.has_handler(func_name) and func_name != "print"
-
-    elif isinstance(call_node.func, ast.Attribute):
-        return HelperHandlerRegistry.has_handler(call_node.func.attr)
-
-    return False
-
-
-def handle_assign_allocation(builder, stmt, local_sym_tab, structs_sym_tab):
-    """Handle memory allocation for assignment statements."""
-
-    # Validate assignment
-    if len(stmt.targets) != 1:
-        logger.warning("Multi-target assignment not supported, skipping allocation")
-        return
-
-    target = stmt.targets[0]
-
-    # Skip non-name targets (e.g., struct field assignments)
-    if isinstance(target, ast.Attribute):
-        logger.debug(f"Struct field assignment to {target.attr}, no allocation needed")
-        return
-
-    if not isinstance(target, ast.Name):
-        logger.warning(f"Unsupported assignment target type: {type(target).__name__}")
-        return
-
-    var_name = target.id
-    rval = stmt.value
-
-    # Skip if already allocated
-    if var_name in local_sym_tab:
-        logger.debug(f"Variable {var_name} already allocated, skipping")
-        return
-
-    # Determine type and allocate based on rval
-    if isinstance(rval, ast.Call):
-        _allocate_for_call(builder, var_name, rval, local_sym_tab, structs_sym_tab)
-    elif isinstance(rval, ast.Constant):
-        _allocate_for_constant(builder, var_name, rval, local_sym_tab)
-    elif isinstance(rval, ast.BinOp):
-        _allocate_for_binop(builder, var_name, local_sym_tab)
-    else:
-        logger.warning(
-            f"Unsupported assignment value type for {var_name}: {type(rval).__name__}"
-        )
-
-
-def _allocate_for_call(builder, var_name, rval, local_sym_tab, structs_sym_tab):
-    """Allocate memory for variable assigned from a call."""
-
-    if isinstance(rval.func, ast.Name):
-        call_type = rval.func.id
-
-        # C type constructors
-        if call_type in ("c_int32", "c_int64", "c_uint32", "c_uint64"):
-            ir_type = ctypes_to_ir(call_type)
-            var = builder.alloca(ir_type, name=var_name)
-            var.align = ir_type.width // 8
-            local_sym_tab[var_name] = LocalSymbol(var, ir_type)
-            logger.info(f"Pre-allocated {var_name} as {call_type}")
-
-        # Helper functions
-        elif HelperHandlerRegistry.has_handler(call_type):
-            ir_type = ir.IntType(64)  # Assume i64 return type
-            var = builder.alloca(ir_type, name=var_name)
-            var.align = 8
-            local_sym_tab[var_name] = LocalSymbol(var, ir_type)
-            logger.info(f"Pre-allocated {var_name} for helper {call_type}")
-
-        # Deref function
-        elif call_type == "deref":
-            ir_type = ir.IntType(64)  # Assume i64 return type
-            var = builder.alloca(ir_type, name=var_name)
-            var.align = 8
-            local_sym_tab[var_name] = LocalSymbol(var, ir_type)
-            logger.info(f"Pre-allocated {var_name} for deref")
-
-        # Struct constructors
-        elif call_type in structs_sym_tab:
-            struct_info = structs_sym_tab[call_type]
-            var = builder.alloca(struct_info.ir_type, name=var_name)
-            local_sym_tab[var_name] = LocalSymbol(var, struct_info.ir_type, call_type)
-            logger.info(f"Pre-allocated {var_name} for struct {call_type}")
-
-        else:
-            logger.warning(f"Unknown call type for allocation: {call_type}")
-
-    elif isinstance(rval.func, ast.Attribute):
-        # Map method calls - need double allocation for ptr handling
-        _allocate_for_map_method(builder, var_name, local_sym_tab)
-
-    else:
-        logger.warning(f"Unsupported call function type for {var_name}")
-
-
-def _allocate_for_map_method(builder, var_name, local_sym_tab):
-    """Allocate memory for variable assigned from map method (double alloc)."""
-
-    # Main variable (pointer to pointer)
-    ir_type = ir.PointerType(ir.IntType(64))
-    var = builder.alloca(ir_type, name=var_name)
-    local_sym_tab[var_name] = LocalSymbol(var, ir_type)
-
-    # Temporary variable for computed values
-    tmp_ir_type = ir.IntType(64)
-    var_tmp = builder.alloca(tmp_ir_type, name=f"{var_name}_tmp")
-    local_sym_tab[f"{var_name}_tmp"] = LocalSymbol(var_tmp, tmp_ir_type)
-
-    logger.info(f"Pre-allocated {var_name} and {var_name}_tmp for map method")
-
-
-def _allocate_for_constant(builder, var_name, rval, local_sym_tab):
-    """Allocate memory for variable assigned from a constant."""
-
-    if isinstance(rval.value, bool):
-        ir_type = ir.IntType(1)
-        var = builder.alloca(ir_type, name=var_name)
-        var.align = 1
-        local_sym_tab[var_name] = LocalSymbol(var, ir_type)
-        logger.info(f"Pre-allocated {var_name} as bool")
-
-    elif isinstance(rval.value, int):
-        ir_type = ir.IntType(64)
-        var = builder.alloca(ir_type, name=var_name)
-        var.align = 8
-        local_sym_tab[var_name] = LocalSymbol(var, ir_type)
-        logger.info(f"Pre-allocated {var_name} as i64")
-
-    elif isinstance(rval.value, str):
-        ir_type = ir.PointerType(ir.IntType(8))
-        var = builder.alloca(ir_type, name=var_name)
-        var.align = 8
-        local_sym_tab[var_name] = LocalSymbol(var, ir_type)
-        logger.info(f"Pre-allocated {var_name} as string")
-
-    else:
-        logger.warning(
-            f"Unsupported constant type for {var_name}: {type(rval.value).__name__}"
-        )
-
-
-def _allocate_for_binop(builder, var_name, local_sym_tab):
-    """Allocate memory for variable assigned from a binary operation."""
-    ir_type = ir.IntType(64)  # Assume i64 result
-    var = builder.alloca(ir_type, name=var_name)
-    var.align = 8
-    local_sym_tab[var_name] = LocalSymbol(var, ir_type)
-    logger.info(f"Pre-allocated {var_name} for binop result")
-
-
-def allocate_temp_pool(builder, max_temps, local_sym_tab):
-    """Allocate the temporary scratch space pool for helper arguments."""
-    if max_temps == 0:
-        return
-
-    logger.info(f"Allocating temp pool of {max_temps} variables")
-    for i in range(max_temps):
-        temp_name = f"__helper_temp_{i}"
-        temp_var = builder.alloca(ir.IntType(64), name=temp_name)
-        temp_var.align = 8
-        local_sym_tab[temp_name] = LocalSymbol(temp_var, ir.IntType(64))

pythonbpf/assign_pass.py

@@ -1,108 +0,0 @@
-import ast
-import logging
-from llvmlite import ir
-from pythonbpf.expr import eval_expr
-
-logger = logging.getLogger(__name__)
-
-
-def handle_struct_field_assignment(
-    func, module, builder, target, rval, local_sym_tab, map_sym_tab, structs_sym_tab
-):
-    """Handle struct field assignment (obj.field = value)."""
-
-    var_name = target.value.id
-    field_name = target.attr
-
-    if var_name not in local_sym_tab:
-        logger.error(f"Variable '{var_name}' not found in symbol table")
-        return
-
-    struct_type = local_sym_tab[var_name].metadata
-    struct_info = structs_sym_tab[struct_type]
-
-    if field_name not in struct_info.fields:
-        logger.error(f"Field '{field_name}' not found in struct '{struct_type}'")
-        return
-
-    # Get field pointer and evaluate value
-    field_ptr = struct_info.gep(builder, local_sym_tab[var_name].var, field_name)
-    val = eval_expr(
-        func, module, builder, rval, local_sym_tab, map_sym_tab, structs_sym_tab
-    )
-
-    if val is None:
-        logger.error(f"Failed to evaluate value for {var_name}.{field_name}")
-        return
-
-    # TODO: Handle string assignment to char array (not a priority)
-    field_type = struct_info.field_type(field_name)
-    if isinstance(field_type, ir.ArrayType) and val[1] == ir.PointerType(ir.IntType(8)):
-        logger.warning(
-            f"String to char array assignment not implemented for {var_name}.{field_name}"
-        )
-        return
-
-    # Store the value
-    builder.store(val[0], field_ptr)
-    logger.info(f"Assigned to struct field {var_name}.{field_name}")
-
-
-def handle_variable_assignment(
-    func, module, builder, var_name, rval, local_sym_tab, map_sym_tab, structs_sym_tab
-):
-    """Handle single named variable assignment."""
-
-    if var_name not in local_sym_tab:
-        logger.error(f"Variable {var_name} not declared.")
-        return False
-
-    var_ptr = local_sym_tab[var_name].var
-    var_type = local_sym_tab[var_name].ir_type
-
-    # NOTE: Special case for struct initialization
-    if isinstance(rval, ast.Call) and isinstance(rval.func, ast.Name):
-        struct_name = rval.func.id
-        if struct_name in structs_sym_tab and len(rval.args) == 0:
-            struct_info = structs_sym_tab[struct_name]
-            ir_struct = struct_info.ir_type
-
-            builder.store(ir.Constant(ir_struct, None), var_ptr)
-            logger.info(f"Initialized struct {struct_name} for variable {var_name}")
-            return True
-
-    val_result = eval_expr(
-        func, module, builder, rval, local_sym_tab, map_sym_tab, structs_sym_tab
-    )
-    if val_result is None:
-        logger.error(f"Failed to evaluate value for {var_name}")
-        return False
-
-    val, val_type = val_result
-    logger.info(f"Evaluated value for {var_name}: {val} of type {val_type}, {var_type}")
-    if val_type != var_type:
-        if isinstance(val_type, ir.IntType) and isinstance(var_type, ir.IntType):
-            # Allow implicit int widening
-            if val_type.width < var_type.width:
-                val = builder.sext(val, var_type)
-                logger.info(f"Implicitly widened int for variable {var_name}")
-            elif val_type.width > var_type.width:
-                val = builder.trunc(val, var_type)
-                logger.info(f"Implicitly truncated int for variable {var_name}")
-        elif isinstance(val_type, ir.IntType) and isinstance(var_type, ir.PointerType):
-            # NOTE: This is assignment to a PTR_TO_MAP_VALUE_OR_NULL
-            logger.info(
-                f"Creating temporary variable for pointer assignment to {var_name}"
-            )
-            var_ptr_tmp = local_sym_tab[f"{var_name}_tmp"].var
-            builder.store(val, var_ptr_tmp)
-            val = var_ptr_tmp
-        else:
-            logger.error(
-                f"Type mismatch for variable {var_name}: {val_type} vs {var_type}"
-            )
-            return False
-
-    builder.store(val, var_ptr)
-    logger.info(f"Assigned value to variable {var_name}")
-    return True

pythonbpf/binary_ops.py

@@ -3,70 +3,43 @@ from llvmlite import ir
 from logging import Logger
 import logging
 
-from pythonbpf.expr import get_base_type_and_depth, deref_to_depth, eval_expr
-
 logger: Logger = logging.getLogger(__name__)
 
 
-def get_operand_value(
-    func, module, operand, builder, local_sym_tab, map_sym_tab, structs_sym_tab=None
-):
+def recursive_dereferencer(var, builder):
+    """dereference until primitive type comes out"""
+    # TODO: Not worrying about stack overflow for now
+    logger.info(f"Dereferencing {var}, type is {var.type}")
+    if isinstance(var.type, ir.PointerType):
+        a = builder.load(var)
+        return recursive_dereferencer(a, builder)
+    elif isinstance(var.type, ir.IntType):
+        return var
+    else:
+        raise TypeError(f"Unsupported type for dereferencing: {var.type}")
+
+
+def get_operand_value(operand, builder, local_sym_tab):
     """Extract the value from an operand, handling variables and constants."""
-    logger.info(f"Getting operand value for: {ast.dump(operand)}")
     if isinstance(operand, ast.Name):
         if operand.id in local_sym_tab:
-            var = local_sym_tab[operand.id].var
-            var_type = var.type
-            base_type, depth = get_base_type_and_depth(var_type)
-            logger.info(f"var is {var}, base_type is {base_type}, depth is {depth}")
-            val = deref_to_depth(func, builder, var, depth)
-            return val
+            return recursive_dereferencer(local_sym_tab[operand.id].var, builder)
         raise ValueError(f"Undefined variable: {operand.id}")
     elif isinstance(operand, ast.Constant):
         if isinstance(operand.value, int):
-            cst = ir.Constant(ir.IntType(64), int(operand.value))
-            return cst
+            return ir.Constant(ir.IntType(64), operand.value)
         raise TypeError(f"Unsupported constant type: {type(operand.value)}")
     elif isinstance(operand, ast.BinOp):
-        res = handle_binary_op_impl(
-            func, module, operand, builder, local_sym_tab, map_sym_tab, structs_sym_tab
-        )
-        return res
-    else:
-        res = eval_expr(
-            func, module, builder, operand, local_sym_tab, map_sym_tab, structs_sym_tab
-        )
-        if res is None:
-            raise ValueError(f"Failed to evaluate call expression: {operand}")
-        val, _ = res
-        logger.info(f"Evaluated expr to {val} of type {val.type}")
-        base_type, depth = get_base_type_and_depth(val.type)
-        if depth > 0:
-            val = deref_to_depth(func, builder, val, depth)
-        return val
+        return handle_binary_op_impl(operand, builder, local_sym_tab)
     raise TypeError(f"Unsupported operand type: {type(operand)}")
 
 
-def handle_binary_op_impl(
-    func, module, rval, builder, local_sym_tab, map_sym_tab, structs_sym_tab=None
-):
+def handle_binary_op_impl(rval, builder, local_sym_tab):
     op = rval.op
-    left = get_operand_value(
-        func, module, rval.left, builder, local_sym_tab, map_sym_tab, structs_sym_tab
-    )
-    right = get_operand_value(
-        func, module, rval.right, builder, local_sym_tab, map_sym_tab, structs_sym_tab
-    )
+    left = get_operand_value(rval.left, builder, local_sym_tab)
+    right = get_operand_value(rval.right, builder, local_sym_tab)
     logger.info(f"left is {left}, right is {right}, op is {op}")
 
-    # NOTE: Before doing the operation, if the operands are integers
-    # we always extend them to i64. The assignment to LHS will take
-    # care of truncation if needed.
-    if isinstance(left.type, ir.IntType) and left.type.width < 64:
-        left = builder.sext(left, ir.IntType(64))
-    if isinstance(right.type, ir.IntType) and right.type.width < 64:
-        right = builder.sext(right, ir.IntType(64))
-
     # Map AST operation nodes to LLVM IR builder methods
     op_map = {
         ast.Add: builder.add,
@@ -89,19 +62,8 @@ def handle_binary_op_impl(
         raise SyntaxError("Unsupported binary operation")
 
 
-def handle_binary_op(
-    func,
-    module,
-    rval,
-    builder,
-    var_name,
-    local_sym_tab,
-    map_sym_tab,
-    structs_sym_tab=None,
-):
-    result = handle_binary_op_impl(
-        func, module, rval, builder, local_sym_tab, map_sym_tab, structs_sym_tab
-    )
+def handle_binary_op(rval, builder, var_name, local_sym_tab):
+    result = handle_binary_op_impl(rval, builder, local_sym_tab)
     if var_name and var_name in local_sym_tab:
         logger.info(
             f"Storing result {result} into variable {local_sym_tab[var_name].var}"

pythonbpf/codegen.py

@@ -4,6 +4,7 @@ from .license_pass import license_processing
 from .functions import func_proc
 from .maps import maps_proc
 from .structs import structs_proc
+from .vmlinux_parser import vmlinux_proc
 from .globals_pass import (
     globals_list_creation,
     globals_processing,
@@ -44,6 +45,7 @@ def processor(source_code, filename, module):
     for func_node in bpf_chunks:
         logger.info(f"Found BPF function/struct: {func_node.name}")
 
+    vmlinux_proc(tree, module)
     populate_global_symbol_table(tree, module)
     license_processing(tree, module)
     globals_processing(tree, module)

pythonbpf/expr/__init__.py

@@ -1,10 +1,4 @@
 from .expr_pass import eval_expr, handle_expr
-from .type_normalization import convert_to_bool, get_base_type_and_depth, deref_to_depth
+from .type_normalization import convert_to_bool
 
-__all__ = [
-    "eval_expr",
-    "handle_expr",
-    "convert_to_bool",
-    "get_base_type_and_depth",
-    "deref_to_depth",
-]
+__all__ = ["eval_expr", "handle_expr", "convert_to_bool"]

pythonbpf/expr/expr_pass.py

@@ -26,7 +26,7 @@ def _handle_constant_expr(expr: ast.Constant):
     if isinstance(expr.value, int) or isinstance(expr.value, bool):
         return ir.Constant(ir.IntType(64), int(expr.value)), ir.IntType(64)
     else:
-        logger.error(f"Unsupported constant type {ast.dump(expr)}")
+        logger.error("Unsupported constant type")
         return None
 
 
@@ -176,28 +176,21 @@ def _handle_unary_op(
     structs_sym_tab=None,
 ):
     """Handle ast.UnaryOp expressions."""
-    if not isinstance(expr.op, ast.Not) and not isinstance(expr.op, ast.USub):
-        logger.error("Only 'not' and '-' unary operators are supported")
+    if not isinstance(expr.op, ast.Not):
+        logger.error("Only 'not' unary operator is supported")
         return None
 
-    from pythonbpf.binary_ops import get_operand_value
-
-    operand = get_operand_value(
-        func, module, expr.operand, builder, local_sym_tab, map_sym_tab, structs_sym_tab
+    operand = eval_expr(
+        func, module, builder, expr.operand, local_sym_tab, map_sym_tab, structs_sym_tab
     )
     if operand is None:
         logger.error("Failed to evaluate operand for unary operation")
         return None
 
-    if isinstance(expr.op, ast.Not):
-        true_const = ir.Constant(ir.IntType(1), 1)
-        result = builder.xor(convert_to_bool(builder, operand), true_const)
-        return result, ir.IntType(1)
-    elif isinstance(expr.op, ast.USub):
-        # Multiply by -1
-        neg_one = ir.Constant(ir.IntType(64), -1)
-        result = builder.mul(operand, neg_one)
-        return result, ir.IntType(64)
+    operand_val, operand_type = operand
+    true_const = ir.Constant(ir.IntType(1), 1)
+    result = builder.xor(convert_to_bool(builder, operand_val), true_const)
+    return result, ir.IntType(1)
 
 
 def _handle_and_op(func, builder, expr, local_sym_tab, map_sym_tab, structs_sym_tab):
@@ -409,16 +402,7 @@ def eval_expr(
     elif isinstance(expr, ast.BinOp):
         from pythonbpf.binary_ops import handle_binary_op
 
-        return handle_binary_op(
-            func,
-            module,
-            expr,
-            builder,
-            None,
-            local_sym_tab,
-            map_sym_tab,
-            structs_sym_tab,
-        )
+        return handle_binary_op(expr, builder, None, local_sym_tab)
     elif isinstance(expr, ast.Compare):
         return _handle_compare(
             func, module, builder, expr, local_sym_tab, map_sym_tab, structs_sym_tab

pythonbpf/expr/type_normalization.py

@@ -16,7 +16,7 @@ COMPARISON_OPS = {
 }
 
 
-def get_base_type_and_depth(ir_type):
+def _get_base_type_and_depth(ir_type):
     """Get the base type for pointer types."""
     cur_type = ir_type
     depth = 0
@@ -26,7 +26,7 @@ def get_base_type_and_depth(ir_type):
     return cur_type, depth
 
 
-def deref_to_depth(func, builder, val, target_depth):
+def _deref_to_depth(func, builder, val, target_depth):
     """Dereference a pointer to a certain depth."""
 
     cur_val = val
@@ -88,13 +88,13 @@ def _normalize_types(func, builder, lhs, rhs):
         logger.error(f"Type mismatch: {lhs.type} vs {rhs.type}")
         return None, None
     else:
-        lhs_base, lhs_depth = get_base_type_and_depth(lhs.type)
-        rhs_base, rhs_depth = get_base_type_and_depth(rhs.type)
+        lhs_base, lhs_depth = _get_base_type_and_depth(lhs.type)
+        rhs_base, rhs_depth = _get_base_type_and_depth(rhs.type)
         if lhs_base == rhs_base:
             if lhs_depth < rhs_depth:
-                rhs = deref_to_depth(func, builder, rhs, rhs_depth - lhs_depth)
+                rhs = _deref_to_depth(func, builder, rhs, rhs_depth - lhs_depth)
             elif rhs_depth < lhs_depth:
-                lhs = deref_to_depth(func, builder, lhs, lhs_depth - rhs_depth)
+                lhs = _deref_to_depth(func, builder, lhs, lhs_depth - rhs_depth)
             return _normalize_types(func, builder, lhs, rhs)
 
 

pythonbpf/functions/functions_pass.py

@@ -1,18 +1,13 @@
 from llvmlite import ir
 import ast
 import logging
+from typing import Any
+from dataclasses import dataclass
 
-from pythonbpf.helper import (
-    HelperHandlerRegistry,
-    reset_scratch_pool,
-)
+from pythonbpf.helper import HelperHandlerRegistry, handle_helper_call
 from pythonbpf.type_deducer import ctypes_to_ir
+from pythonbpf.binary_ops import handle_binary_op
 from pythonbpf.expr import eval_expr, handle_expr, convert_to_bool
-from pythonbpf.assign_pass import (
-    handle_variable_assignment,
-    handle_struct_field_assignment,
-)
-from pythonbpf.allocation_pass import handle_assign_allocation, allocate_temp_pool
 
 from .return_utils import _handle_none_return, _handle_xdp_return, _is_xdp_name
 
@@ -20,6 +15,18 @@ from .return_utils import _handle_none_return, _handle_xdp_return, _is_xdp_name
 logger = logging.getLogger(__name__)
 
 
+@dataclass
+class LocalSymbol:
+    var: ir.AllocaInstr
+    ir_type: ir.Type
+    metadata: Any = None
+
+    def __iter__(self):
+        yield self.var
+        yield self.ir_type
+        yield self.metadata
+
+
 def get_probe_string(func_node):
     """Extract the probe string from the decorator of the function node."""
     # TODO: right now we have the whole string in the section decorator
@@ -41,49 +48,196 @@ def handle_assign(
     func, module, builder, stmt, map_sym_tab, local_sym_tab, structs_sym_tab
 ):
     """Handle assignment statements in the function body."""
-
-    # TODO: Support this later
-    # GH #37
     if len(stmt.targets) != 1:
-        logger.error("Multi-target assignment is not supported for now")
+        logger.info("Unsupported multiassignment")
         return
 
+    num_types = ("c_int32", "c_int64", "c_uint32", "c_uint64")
+
     target = stmt.targets[0]
+    logger.info(f"Handling assignment to {ast.dump(target)}")
+    if not isinstance(target, ast.Name) and not isinstance(target, ast.Attribute):
+        logger.info("Unsupported assignment target")
+        return
+    var_name = target.id if isinstance(target, ast.Name) else target.value.id
     rval = stmt.value
-
-    if isinstance(target, ast.Name):
-        # NOTE: Simple variable assignment case: x = 5
-        var_name = target.id
-        result = handle_variable_assignment(
-            func,
-            module,
-            builder,
-            var_name,
-            rval,
-            local_sym_tab,
-            map_sym_tab,
-            structs_sym_tab,
-        )
-        if not result:
-            logger.error(f"Failed to handle assignment to {var_name}")
-        return
-
     if isinstance(target, ast.Attribute):
-        # NOTE: Struct field assignment case: pkt.field = value
-        handle_struct_field_assignment(
-            func,
-            module,
-            builder,
-            target,
-            rval,
-            local_sym_tab,
-            map_sym_tab,
-            structs_sym_tab,
-        )
-        return
-
-    # Unsupported target type
-    logger.error(f"Unsupported assignment target: {ast.dump(target)}")
+        # struct field assignment
+        field_name = target.attr
+        if var_name in local_sym_tab:
+            struct_type = local_sym_tab[var_name].metadata
+            struct_info = structs_sym_tab[struct_type]
+            if field_name in struct_info.fields:
+                field_ptr = struct_info.gep(
+                    builder, local_sym_tab[var_name].var, field_name
+                )
+                val = eval_expr(
+                    func,
+                    module,
+                    builder,
+                    rval,
+                    local_sym_tab,
+                    map_sym_tab,
+                    structs_sym_tab,
+                )
+                if isinstance(struct_info.field_type(field_name), ir.ArrayType) and val[
+                    1
+                ] == ir.PointerType(ir.IntType(8)):
+                    # TODO: Figure it out, not a priority rn
+                    # Special case for string assignment to char array
+                    # str_len = struct_info["field_types"][field_idx].count
+                    # assign_string_to_array(builder, field_ptr, val[0], str_len)
+                    # print(f"Assigned to struct field {var_name}.{field_name}")
+                    pass
+                if val is None:
+                    logger.info("Failed to evaluate struct field assignment")
+                    return
+                logger.info(field_ptr)
+                builder.store(val[0], field_ptr)
+                logger.info(f"Assigned to struct field {var_name}.{field_name}")
+                return
+    elif isinstance(rval, ast.Constant):
+        if isinstance(rval.value, bool):
+            if rval.value:
+                builder.store(
+                    ir.Constant(ir.IntType(1), 1), local_sym_tab[var_name].var
+                )
+            else:
+                builder.store(
+                    ir.Constant(ir.IntType(1), 0), local_sym_tab[var_name].var
+                )
+            logger.info(f"Assigned constant {rval.value} to {var_name}")
+        elif isinstance(rval.value, int):
+            # Assume c_int64 for now
+            # var = builder.alloca(ir.IntType(64), name=var_name)
+            # var.align = 8
+            builder.store(
+                ir.Constant(ir.IntType(64), rval.value), local_sym_tab[var_name].var
+            )
+            logger.info(f"Assigned constant {rval.value} to {var_name}")
+        elif isinstance(rval.value, str):
+            str_val = rval.value.encode("utf-8") + b"\x00"
+            str_const = ir.Constant(
+                ir.ArrayType(ir.IntType(8), len(str_val)), bytearray(str_val)
+            )
+            global_str = ir.GlobalVariable(
+                module, str_const.type, name=f"{var_name}_str"
+            )
+            global_str.linkage = "internal"
+            global_str.global_constant = True
+            global_str.initializer = str_const
+            str_ptr = builder.bitcast(global_str, ir.PointerType(ir.IntType(8)))
+            builder.store(str_ptr, local_sym_tab[var_name].var)
+            logger.info(f"Assigned string constant '{rval.value}' to {var_name}")
+        else:
+            logger.info("Unsupported constant type")
+    elif isinstance(rval, ast.Call):
+        if isinstance(rval.func, ast.Name):
+            call_type = rval.func.id
+            logger.info(f"Assignment call type: {call_type}")
+            if (
+                call_type in num_types
+                and len(rval.args) == 1
+                and isinstance(rval.args[0], ast.Constant)
+                and isinstance(rval.args[0].value, int)
+            ):
+                ir_type = ctypes_to_ir(call_type)
+                # var = builder.alloca(ir_type, name=var_name)
+                # var.align = ir_type.width // 8
+                builder.store(
+                    ir.Constant(ir_type, rval.args[0].value),
+                    local_sym_tab[var_name].var,
+                )
+                logger.info(
+                    f"Assigned {call_type} constant {rval.args[0].value} to {var_name}"
+                )
+            elif HelperHandlerRegistry.has_handler(call_type):
+                # var = builder.alloca(ir.IntType(64), name=var_name)
+                # var.align = 8
+                val = handle_helper_call(
+                    rval,
+                    module,
+                    builder,
+                    func,
+                    local_sym_tab,
+                    map_sym_tab,
+                    structs_sym_tab,
+                )
+                builder.store(val[0], local_sym_tab[var_name].var)
+                logger.info(f"Assigned constant {rval.func.id} to {var_name}")
+            elif call_type == "deref" and len(rval.args) == 1:
+                logger.info(f"Handling deref assignment {ast.dump(rval)}")
+                val = eval_expr(
+                    func,
+                    module,
+                    builder,
+                    rval,
+                    local_sym_tab,
+                    map_sym_tab,
+                    structs_sym_tab,
+                )
+                if val is None:
+                    logger.info("Failed to evaluate deref argument")
+                    return
+                logger.info(f"Dereferenced value: {val}, storing in {var_name}")
+                builder.store(val[0], local_sym_tab[var_name].var)
+                logger.info(f"Dereferenced and assigned to {var_name}")
+            elif call_type in structs_sym_tab and len(rval.args) == 0:
+                struct_info = structs_sym_tab[call_type]
+                ir_type = struct_info.ir_type
+                # var = builder.alloca(ir_type, name=var_name)
+                # Null init
+                builder.store(ir.Constant(ir_type, None), local_sym_tab[var_name].var)
+                logger.info(f"Assigned struct {call_type} to {var_name}")
+            else:
+                logger.info(f"Unsupported assignment call type: {call_type}")
+        elif isinstance(rval.func, ast.Attribute):
+            logger.info(f"Assignment call attribute: {ast.dump(rval.func)}")
+            if isinstance(rval.func.value, ast.Name):
+                if rval.func.value.id in map_sym_tab:
+                    map_name = rval.func.value.id
+                    method_name = rval.func.attr
+                    if HelperHandlerRegistry.has_handler(method_name):
+                        val = handle_helper_call(
+                            rval,
+                            module,
+                            builder,
+                            func,
+                            local_sym_tab,
+                            map_sym_tab,
+                            structs_sym_tab,
+                        )
+                        builder.store(val[0], local_sym_tab[var_name].var)
+                else:
+                    # TODO: probably a struct access
+                    logger.info(f"TODO STRUCT ACCESS {ast.dump(rval)}")
+            elif isinstance(rval.func.value, ast.Call) and isinstance(
+                rval.func.value.func, ast.Name
+            ):
+                map_name = rval.func.value.func.id
+                method_name = rval.func.attr
+                if map_name in map_sym_tab:
+                    if HelperHandlerRegistry.has_handler(method_name):
+                        val = handle_helper_call(
+                            rval,
+                            module,
+                            builder,
+                            func,
+                            local_sym_tab,
+                            map_sym_tab,
+                            structs_sym_tab,
+                        )
+                        # var = builder.alloca(ir.IntType(64), name=var_name)
+                        # var.align = 8
+                        builder.store(val[0], local_sym_tab[var_name].var)
+            else:
+                logger.info("Unsupported assignment call structure")
+        else:
+            logger.info("Unsupported assignment call function type")
+    elif isinstance(rval, ast.BinOp):
+        handle_binary_op(rval, builder, var_name, local_sym_tab)
+    else:
+        logger.info("Unsupported assignment value type")
 
 
 def handle_cond(
@@ -176,7 +330,6 @@ def process_stmt(
     ret_type=ir.IntType(64),
 ):
     logger.info(f"Processing statement: {ast.dump(stmt)}")
-    reset_scratch_pool()
     if isinstance(stmt, ast.Expr):
         handle_expr(
             func,
@@ -207,107 +360,119 @@ def process_stmt(
     return did_return
 
 
-def handle_if_allocation(
-    module, builder, stmt, func, ret_type, map_sym_tab, local_sym_tab, structs_sym_tab
-):
-    """Recursively handle allocations in if/else branches."""
-    if stmt.body:
-        allocate_mem(
-            module,
-            builder,
-            stmt.body,
-            func,
-            ret_type,
-            map_sym_tab,
-            local_sym_tab,
-            structs_sym_tab,
-        )
-    if stmt.orelse:
-        allocate_mem(
-            module,
-            builder,
-            stmt.orelse,
-            func,
-            ret_type,
-            map_sym_tab,
-            local_sym_tab,
-            structs_sym_tab,
-        )
-
-
-def count_temps_in_call(call_node, local_sym_tab):
-    """Count the number of temporary variables needed for a function call."""
-
-    count = 0
-    is_helper = False
-
-    # NOTE: We exclude print calls for now
-    if isinstance(call_node.func, ast.Name):
-        if (
-            HelperHandlerRegistry.has_handler(call_node.func.id)
-            and call_node.func.id != "print"
-        ):
-            is_helper = True
-    elif isinstance(call_node.func, ast.Attribute):
-        if HelperHandlerRegistry.has_handler(call_node.func.attr):
-            is_helper = True
-
-    if not is_helper:
-        return 0
-
-    for arg in call_node.args:
-        # NOTE: Count all non-name arguments
-        # For struct fields, if it is being passed as an argument,
-        # The struct object should already exist in the local_sym_tab
-        if not isinstance(arg, ast.Name) and not (
-            isinstance(arg, ast.Attribute) and arg.value.id in local_sym_tab
-        ):
-            count += 1
-
-    return count
-
-
 def allocate_mem(
     module, builder, body, func, ret_type, map_sym_tab, local_sym_tab, structs_sym_tab
 ):
-    max_temps_needed = 0
-
-    def update_max_temps_for_stmt(stmt):
-        nonlocal max_temps_needed
-        temps_needed = 0
-
-        if isinstance(stmt, ast.If):
-            for s in stmt.body:
-                update_max_temps_for_stmt(s)
-            for s in stmt.orelse:
-                update_max_temps_for_stmt(s)
-            return
-
-        for node in ast.walk(stmt):
-            if isinstance(node, ast.Call):
-                temps_needed += count_temps_in_call(node, local_sym_tab)
-        max_temps_needed = max(max_temps_needed, temps_needed)
-
     for stmt in body:
-        update_max_temps_for_stmt(stmt)
-
-        # Handle allocations
+        has_metadata = False
         if isinstance(stmt, ast.If):
-            handle_if_allocation(
-                module,
-                builder,
-                stmt,
-                func,
-                ret_type,
-                map_sym_tab,
-                local_sym_tab,
-                structs_sym_tab,
-            )
+            if stmt.body:
+                local_sym_tab = allocate_mem(
+                    module,
+                    builder,
+                    stmt.body,
+                    func,
+                    ret_type,
+                    map_sym_tab,
+                    local_sym_tab,
+                    structs_sym_tab,
+                )
+            if stmt.orelse:
+                local_sym_tab = allocate_mem(
+                    module,
+                    builder,
+                    stmt.orelse,
+                    func,
+                    ret_type,
+                    map_sym_tab,
+                    local_sym_tab,
+                    structs_sym_tab,
+                )
         elif isinstance(stmt, ast.Assign):
-            handle_assign_allocation(builder, stmt, local_sym_tab, structs_sym_tab)
-
-    allocate_temp_pool(builder, max_temps_needed, local_sym_tab)
+            if len(stmt.targets) != 1:
+                logger.info("Unsupported multiassignment")
+                continue
+            target = stmt.targets[0]
+            if not isinstance(target, ast.Name):
+                logger.info("Unsupported assignment target")
+                continue
+            var_name = target.id
+            rval = stmt.value
+            if var_name in local_sym_tab:
+                logger.info(f"Variable {var_name} already allocated")
+                continue
+            if isinstance(rval, ast.Call):
+                if isinstance(rval.func, ast.Name):
+                    call_type = rval.func.id
+                    if call_type in ("c_int32", "c_int64", "c_uint32", "c_uint64"):
+                        ir_type = ctypes_to_ir(call_type)
+                        var = builder.alloca(ir_type, name=var_name)
+                        var.align = ir_type.width // 8
+                        logger.info(
+                            f"Pre-allocated variable {var_name} of type {call_type}"
+                        )
+                    elif HelperHandlerRegistry.has_handler(call_type):
+                        # Assume return type is int64 for now
+                        ir_type = ir.IntType(64)
+                        var = builder.alloca(ir_type, name=var_name)
+                        var.align = ir_type.width // 8
+                        logger.info(f"Pre-allocated variable {var_name} for helper")
+                    elif call_type == "deref" and len(rval.args) == 1:
+                        # Assume return type is int64 for now
+                        ir_type = ir.IntType(64)
+                        var = builder.alloca(ir_type, name=var_name)
+                        var.align = ir_type.width // 8
+                        logger.info(f"Pre-allocated variable {var_name} for deref")
+                    elif call_type in structs_sym_tab:
+                        struct_info = structs_sym_tab[call_type]
+                        ir_type = struct_info.ir_type
+                        var = builder.alloca(ir_type, name=var_name)
+                        has_metadata = True
+                        logger.info(
+                            f"Pre-allocated variable {var_name} for struct {call_type}"
+                        )
+                elif isinstance(rval.func, ast.Attribute):
+                    ir_type = ir.PointerType(ir.IntType(64))
+                    var = builder.alloca(ir_type, name=var_name)
+                    # var.align = ir_type.width // 8
+                    logger.info(f"Pre-allocated variable {var_name} for map")
+                else:
+                    logger.info("Unsupported assignment call function type")
+                    continue
+            elif isinstance(rval, ast.Constant):
+                if isinstance(rval.value, bool):
+                    ir_type = ir.IntType(1)
+                    var = builder.alloca(ir_type, name=var_name)
+                    var.align = 1
+                    logger.info(f"Pre-allocated variable {var_name} of type c_bool")
+                elif isinstance(rval.value, int):
+                    # Assume c_int64 for now
+                    ir_type = ir.IntType(64)
+                    var = builder.alloca(ir_type, name=var_name)
+                    var.align = ir_type.width // 8
+                    logger.info(f"Pre-allocated variable {var_name} of type c_int64")
+                elif isinstance(rval.value, str):
+                    ir_type = ir.PointerType(ir.IntType(8))
+                    var = builder.alloca(ir_type, name=var_name)
+                    var.align = 8
+                    logger.info(f"Pre-allocated variable {var_name} of type string")
+                else:
+                    logger.info("Unsupported constant type")
+                    continue
+            elif isinstance(rval, ast.BinOp):
+                # Assume c_int64 for now
+                ir_type = ir.IntType(64)
+                var = builder.alloca(ir_type, name=var_name)
+                var.align = ir_type.width // 8
+                logger.info(f"Pre-allocated variable {var_name} of type c_int64")
+            else:
+                logger.info("Unsupported assignment value type")
+                continue
 
+            if has_metadata:
+                local_sym_tab[var_name] = LocalSymbol(var, ir_type, call_type)
+            else:
+                local_sym_tab[var_name] = LocalSymbol(var, ir_type)
     return local_sym_tab
 
 

pythonbpf/helper/__init__.py

@@ -1,10 +1,9 @@
-from .helper_utils import HelperHandlerRegistry, reset_scratch_pool
+from .helper_utils import HelperHandlerRegistry
 from .bpf_helper_handler import handle_helper_call
 from .helpers import ktime, pid, deref, XDP_DROP, XDP_PASS
 
 __all__ = [
     "HelperHandlerRegistry",
-    "reset_scratch_pool",
     "handle_helper_call",
     "ktime",
     "pid",

pythonbpf/helper/bpf_helper_handler.py

@@ -34,7 +34,6 @@ def bpf_ktime_get_ns_emitter(
     func,
     local_sym_tab=None,
     struct_sym_tab=None,
-    map_sym_tab=None,
 ):
     """
     Emit LLVM IR for bpf_ktime_get_ns helper function call.
@@ -57,7 +56,6 @@ def bpf_map_lookup_elem_emitter(
     func,
     local_sym_tab=None,
     struct_sym_tab=None,
-    map_sym_tab=None,
 ):
     """
     Emit LLVM IR for bpf_map_lookup_elem helper function call.
@@ -66,17 +64,11 @@ def bpf_map_lookup_elem_emitter(
         raise ValueError(
             f"Map lookup expects exactly one argument (key), got {len(call.args)}"
         )
-    key_ptr = get_or_create_ptr_from_arg(
-        func, module, call.args[0], builder, local_sym_tab, map_sym_tab, struct_sym_tab
-    )
+    key_ptr = get_or_create_ptr_from_arg(call.args[0], builder, local_sym_tab)
     map_void_ptr = builder.bitcast(map_ptr, ir.PointerType())
 
-    # TODO: I have changed the return type to i64*, as we are
-    # allocating space for that type in allocate_mem. This is
-    # temporary, and we will honour other widths later. But this
-    # allows us to have cool binary ops on the returned value.
     fn_type = ir.FunctionType(
-        ir.PointerType(ir.IntType(64)),  # Return type: void*
+        ir.PointerType(),  # Return type: void*
         [ir.PointerType(), ir.PointerType()],  # Args: (void*, void*)
         var_arg=False,
     )
@@ -99,7 +91,6 @@ def bpf_printk_emitter(
     func,
     local_sym_tab=None,
     struct_sym_tab=None,
-    map_sym_tab=None,
 ):
     """Emit LLVM IR for bpf_printk helper function call."""
     if not hasattr(func, "_fmt_counter"):
@@ -147,7 +138,6 @@ def bpf_map_update_elem_emitter(
     func,
     local_sym_tab=None,
     struct_sym_tab=None,
-    map_sym_tab=None,
 ):
     """
     Emit LLVM IR for bpf_map_update_elem helper function call.
@@ -162,12 +152,8 @@ def bpf_map_update_elem_emitter(
     value_arg = call.args[1]
     flags_arg = call.args[2] if len(call.args) > 2 else None
 
-    key_ptr = get_or_create_ptr_from_arg(
-        func, module, key_arg, builder, local_sym_tab, map_sym_tab, struct_sym_tab
-    )
-    value_ptr = get_or_create_ptr_from_arg(
-        func, module, value_arg, builder, local_sym_tab, map_sym_tab, struct_sym_tab
-    )
+    key_ptr = get_or_create_ptr_from_arg(key_arg, builder, local_sym_tab)
+    value_ptr = get_or_create_ptr_from_arg(value_arg, builder, local_sym_tab)
     flags_val = get_flags_val(flags_arg, builder, local_sym_tab)
 
     map_void_ptr = builder.bitcast(map_ptr, ir.PointerType())
@@ -202,7 +188,6 @@ def bpf_map_delete_elem_emitter(
     func,
     local_sym_tab=None,
     struct_sym_tab=None,
-    map_sym_tab=None,
 ):
     """
     Emit LLVM IR for bpf_map_delete_elem helper function call.
@@ -212,9 +197,7 @@ def bpf_map_delete_elem_emitter(
         raise ValueError(
             f"Map delete expects exactly one argument (key), got {len(call.args)}"
         )
-    key_ptr = get_or_create_ptr_from_arg(
-        func, module, call.args[0], builder, local_sym_tab, map_sym_tab, struct_sym_tab
-    )
+    key_ptr = get_or_create_ptr_from_arg(call.args[0], builder, local_sym_tab)
     map_void_ptr = builder.bitcast(map_ptr, ir.PointerType())
 
     # Define function type for bpf_map_delete_elem
@@ -242,7 +225,6 @@ def bpf_get_current_pid_tgid_emitter(
     func,
     local_sym_tab=None,
     struct_sym_tab=None,
-    map_sym_tab=None,
 ):
     """
     Emit LLVM IR for bpf_get_current_pid_tgid helper function call.
@@ -269,7 +251,6 @@ def bpf_perf_event_output_handler(
     func,
     local_sym_tab=None,
     struct_sym_tab=None,
-    map_sym_tab=None,
 ):
     if len(call.args) != 1:
         raise ValueError(
@@ -334,7 +315,6 @@ def handle_helper_call(
             func,
             local_sym_tab,
             struct_sym_tab,
-            map_sym_tab,
         )
 
     # Handle direct function calls (e.g., print(), ktime())

pythonbpf/helper/helper_utils.py

@@ -3,8 +3,7 @@ import logging
 from collections.abc import Callable
 
 from llvmlite import ir
-from pythonbpf.expr import eval_expr, get_base_type_and_depth, deref_to_depth
-from pythonbpf.binary_ops import get_operand_value
+from pythonbpf.expr import eval_expr
 
 logger = logging.getLogger(__name__)
 
@@ -35,41 +34,6 @@ class HelperHandlerRegistry:
         return helper_name in cls._handlers
 
 
-class ScratchPoolManager:
-    """Manage the temporary helper variables in local_sym_tab"""
-
-    def __init__(self):
-        self._counter = 0
-
-    @property
-    def counter(self):
-        return self._counter
-
-    def reset(self):
-        self._counter = 0
-        logger.debug("Scratch pool counter reset to 0")
-
-    def get_next_temp(self, local_sym_tab):
-        temp_name = f"__helper_temp_{self._counter}"
-        self._counter += 1
-
-        if temp_name not in local_sym_tab:
-            raise ValueError(
-                f"Scratch pool exhausted or inadequate: {temp_name}. "
-                f"Current counter: {self._counter}"
-            )
-
-        return local_sym_tab[temp_name].var, temp_name
-
-
-_temp_pool_manager = ScratchPoolManager()  # Singleton instance
-
-
-def reset_scratch_pool():
-    """Reset the scratch pool counter"""
-    _temp_pool_manager.reset()
-
-
 def get_var_ptr_from_name(var_name, local_sym_tab):
     """Get a pointer to a variable from the symbol table."""
     if local_sym_tab and var_name in local_sym_tab:
@@ -77,41 +41,27 @@ def get_var_ptr_from_name(var_name, local_sym_tab):
     raise ValueError(f"Variable '{var_name}' not found in local symbol table")
 
 
-def create_int_constant_ptr(value, builder, local_sym_tab, int_width=64):
+def create_int_constant_ptr(value, builder, int_width=64):
     """Create a pointer to an integer constant."""
-
     # Default to 64-bit integer
-    ptr, temp_name = _temp_pool_manager.get_next_temp(local_sym_tab)
-    logger.info(f"Using temp variable '{temp_name}' for int constant {value}")
-    const_val = ir.Constant(ir.IntType(int_width), value)
-    builder.store(const_val, ptr)
+    int_type = ir.IntType(int_width)
+    ptr = builder.alloca(int_type)
+    ptr.align = int_type.width // 8
+    builder.store(ir.Constant(int_type, value), ptr)
     return ptr
 
 
-def get_or_create_ptr_from_arg(
-    func, module, arg, builder, local_sym_tab, map_sym_tab, struct_sym_tab=None
-):
+def get_or_create_ptr_from_arg(arg, builder, local_sym_tab):
     """Extract or create pointer from the call arguments."""
 
     if isinstance(arg, ast.Name):
         ptr = get_var_ptr_from_name(arg.id, local_sym_tab)
     elif isinstance(arg, ast.Constant) and isinstance(arg.value, int):
-        ptr = create_int_constant_ptr(arg.value, builder, local_sym_tab)
+        ptr = create_int_constant_ptr(arg.value, builder)
     else:
-        # Evaluate the expression and store the result in a temp variable
-        val = get_operand_value(
-            func, module, arg, builder, local_sym_tab, map_sym_tab, struct_sym_tab
+        raise NotImplementedError(
+            "Only simple variable names are supported as args in map helpers."
         )
-        if val is None:
-            raise ValueError("Failed to evaluate expression for helper arg.")
-
-        # NOTE: We assume the result is an int64 for now
-        # if isinstance(arg, ast.Attribute):
-        # return val
-        ptr, temp_name = _temp_pool_manager.get_next_temp(local_sym_tab)
-        logger.info(f"Using temp variable '{temp_name}' for expression result")
-        builder.store(val, ptr)
-
     return ptr
 
 
@@ -274,27 +224,10 @@ def _populate_fval(ftype, node, fmt_parts, exprs):
             raise NotImplementedError(
                 f"Unsupported integer width in f-string: {ftype.width}"
             )
-    elif isinstance(ftype, ir.PointerType):
-        target, depth = get_base_type_and_depth(ftype)
-        if isinstance(target, ir.IntType):
-            if target.width == 64:
-                fmt_parts.append("%lld")
-                exprs.append(node)
-            elif target.width == 32:
-                fmt_parts.append("%d")
-                exprs.append(node)
-            elif target.width == 8 and depth == 1:
-                # NOTE: Assume i8* is a string
-                fmt_parts.append("%s")
-                exprs.append(node)
-            else:
-                raise NotImplementedError(
-                    f"Unsupported pointer target type in f-string: {target}"
-                )
-        else:
-            raise NotImplementedError(
-                f"Unsupported pointer target type in f-string: {target}"
-            )
+    elif ftype == ir.PointerType(ir.IntType(8)):
+        # NOTE: We assume i8* is a string
+        fmt_parts.append("%s")
+        exprs.append(node)
     else:
         raise NotImplementedError(f"Unsupported field type in f-string: {ftype}")
 
@@ -331,20 +264,7 @@ def _prepare_expr_args(expr, func, module, builder, local_sym_tab, struct_sym_ta
 
     if val:
         if isinstance(val.type, ir.PointerType):
-            target, depth = get_base_type_and_depth(val.type)
-            if isinstance(target, ir.IntType):
-                if target.width >= 32:
-                    val = deref_to_depth(func, builder, val, depth)
-                    val = builder.sext(val, ir.IntType(64))
-                elif target.width == 8 and depth == 1:
-                    # NOTE: i8* is string, no need to deref
-                    pass
-
-            else:
-                logger.warning(
-                    "Only int and ptr supported in bpf_printk args. Others default to 0."
-                )
-                val = ir.Constant(ir.IntType(64), 0)
+            val = builder.ptrtoint(val, ir.IntType(64))
         elif isinstance(val.type, ir.IntType):
             if val.type.width < 64:
                 val = builder.sext(val, ir.IntType(64))

pythonbpf/helper/helpers.py

@@ -15,5 +15,8 @@ def deref(ptr):
     return result if result is not None else 0
 
 
+XDP_ABORTED = ctypes.c_int64(0)
 XDP_DROP = ctypes.c_int64(1)
 XDP_PASS = ctypes.c_int64(2)
+XDP_TX = ctypes.c_int64(3)
+XDP_REDIRECT = ctypes.c_int64(4)

pythonbpf/vmlinux_parser/__init__.py

@@ -0,0 +1,3 @@
+from .import_detector import vmlinux_proc
+
+__all__ = ["vmlinux_proc"]

pythonbpf/vmlinux_parser/class_handler.py

@@ -0,0 +1,167 @@
+import logging
+from functools import lru_cache
+import importlib
+from .dependency_handler import DependencyHandler
+from .dependency_node import DependencyNode
+import ctypes
+from typing import Optional, Any, Dict
+
+logger = logging.getLogger(__name__)
+
+
+@lru_cache(maxsize=1)
+def get_module_symbols(module_name: str):
+    imported_module = importlib.import_module(module_name)
+    return [name for name in dir(imported_module)], imported_module
+
+
+def process_vmlinux_class(node, llvm_module, handler: DependencyHandler):
+    symbols_in_module, imported_module = get_module_symbols("vmlinux")
+    if node.name in symbols_in_module:
+        vmlinux_type = getattr(imported_module, node.name)
+        process_vmlinux_post_ast(vmlinux_type, llvm_module, handler)
+    else:
+        raise ImportError(f"{node.name} not in vmlinux")
+
+
+def process_vmlinux_post_ast(
+    elem_type_class, llvm_handler, handler: DependencyHandler, processing_stack=None
+):
+    # Initialize processing stack on first call
+    if processing_stack is None:
+        processing_stack = set()
+    symbols_in_module, imported_module = get_module_symbols("vmlinux")
+
+    current_symbol_name = elem_type_class.__name__
+    logger.info(f"Begin {current_symbol_name} Processing")
+    field_table: Dict[str, list] = {}
+    is_complex_type = False
+    containing_type: Optional[Any] = None
+    ctype_complex_type: Optional[Any] = None
+    type_length: Optional[int] = None
+    module_name = getattr(elem_type_class, "__module__", None)
+
+    # Check if already processed
+    if handler.has_node(current_symbol_name):
+        logger.debug(f"Node {current_symbol_name} already processed and ready")
+        return True
+
+    # XXX:Check it's use. It's probably not being used.
+    if current_symbol_name in processing_stack:
+        logger.debug(
+            f"Dependency already in processing stack for {current_symbol_name}, skipping"
+        )
+        return True
+
+    processing_stack.add(current_symbol_name)
+
+    if module_name == "vmlinux":
+        if hasattr(elem_type_class, "_type_"):
+            pass
+        else:
+            new_dep_node = DependencyNode(name=current_symbol_name)
+            handler.add_node(new_dep_node)
+            class_obj = getattr(imported_module, current_symbol_name)
+            # Inspect the class fields
+            if hasattr(class_obj, "_fields_"):
+                for field_elem in class_obj._fields_:
+                    field_name: str = ""
+                    field_type: Optional[Any] = None
+                    bitfield_size: Optional[int] = None
+                    if len(field_elem) == 2:
+                        field_name, field_type = field_elem
+                    elif len(field_elem) == 3:
+                        field_name, field_type, bitfield_size = field_elem
+                    field_table[field_name] = [field_type, bitfield_size]
+            elif hasattr(class_obj, "__annotations__"):
+                for field_elem in class_obj.__annotations__.items():
+                    if len(field_elem) == 2:
+                        field_name, field_type = field_elem
+                        bitfield_size = None
+                    elif len(field_elem) == 3:
+                        field_name, field_type, bitfield_size = field_elem
+                    else:
+                        raise ValueError(
+                            "Number of fields in items() of class object unexpected"
+                        )
+                    field_table[field_name] = [field_type, bitfield_size]
+            else:
+                raise TypeError("Could not get required class and definition")
+
+            logger.debug(f"Extracted fields for {current_symbol_name}: {field_table}")
+            for elem in field_table.items():
+                elem_name, elem_temp_list = elem
+                [elem_type, elem_bitfield_size] = elem_temp_list
+                local_module_name = getattr(elem_type, "__module__", None)
+                new_dep_node.add_field(elem_name, elem_type, ready=False)
+                if local_module_name == ctypes.__name__:
+                    new_dep_node.set_field_bitfield_size(elem_name, elem_bitfield_size)
+                    new_dep_node.set_field_ready(elem_name, is_ready=True)
+                    logger.debug(
+                        f"Field {elem_name} is direct ctypes type: {elem_type}"
+                    )
+                elif local_module_name == "vmlinux":
+                    new_dep_node.set_field_bitfield_size(elem_name, elem_bitfield_size)
+                    logger.debug(
+                        f"Processing vmlinux field: {elem_name}, type: {elem_type}"
+                    )
+                    if hasattr(elem_type, "_type_"):
+                        is_complex_type = True
+                        containing_type = elem_type._type_
+                        if hasattr(elem_type, "_length_") and is_complex_type:
+                            type_length = elem_type._length_
+
+                        if containing_type.__module__ == "vmlinux":
+                            pass
+                        elif containing_type.__module__ == ctypes.__name__:
+                            if isinstance(elem_type, type):
+                                if issubclass(elem_type, ctypes.Array):
+                                    ctype_complex_type = ctypes.Array
+                                elif issubclass(elem_type, ctypes._Pointer):
+                                    ctype_complex_type = ctypes._Pointer
+                            else:
+                                raise TypeError("Unsupported ctypes subclass")
+                        else:
+                            raise ImportError(
+                                f"Unsupported module of {containing_type}"
+                            )
+                        logger.debug(
+                            f"{containing_type} containing type of parent {elem_name} with {elem_type} and ctype {ctype_complex_type} and length {type_length}"
+                        )
+                        new_dep_node.set_field_containing_type(
+                            elem_name, containing_type
+                        )
+                        new_dep_node.set_field_type_size(elem_name, type_length)
+                        new_dep_node.set_field_ctype_complex_type(
+                            elem_name, ctype_complex_type
+                        )
+                        new_dep_node.set_field_type(elem_name, elem_type)
+                        if containing_type.__module__ == "vmlinux":
+                            process_vmlinux_post_ast(
+                                containing_type, llvm_handler, handler, processing_stack
+                            )
+                            new_dep_node.set_field_ready(elem_name, True)
+                        elif containing_type.__module__ == ctypes.__name__:
+                            logger.debug(f"Processing ctype internal{containing_type}")
+                            new_dep_node.set_field_ready(elem_name, True)
+                        else:
+                            raise TypeError(
+                                "Module not supported in recursive resolution"
+                            )
+                    else:
+                        process_vmlinux_post_ast(
+                            elem_type, llvm_handler, handler, processing_stack
+                        )
+                        new_dep_node.set_field_ready(elem_name, True)
+                else:
+                    raise ValueError(
+                        f"{elem_name} with type {elem_type} from module {module_name} not supported in recursive resolver"
+                    )
+
+    else:
+        raise ImportError("UNSUPPORTED Module")
+
+    logging.info(
+        f"{current_symbol_name} processed and handler readiness {handler.is_ready}"
+    )
+    return True

pythonbpf/vmlinux_parser/dependency_handler.py

@@ -0,0 +1,149 @@
+from typing import Optional, Dict, List, Iterator
+from .dependency_node import DependencyNode
+
+
+class DependencyHandler:
+    """
+    Manages a collection of DependencyNode objects with no duplicates.
+
+    Ensures that no two nodes with the same name can be added and provides
+    methods to check readiness and retrieve specific nodes.
+
+    Example usage:
+        # Create a handler
+        handler = DependencyHandler()
+
+        # Create some dependency nodes
+        node1 = DependencyNode(name="node1")
+        node1.add_field("field1", str)
+        node1.set_field_value("field1", "value1")
+
+        node2 = DependencyNode(name="node2")
+        node2.add_field("field1", int)
+
+        # Add nodes to the handler
+        handler.add_node(node1)
+        handler.add_node(node2)
+
+        # Check if a specific node exists
+        print(handler.has_node("node1"))  # True
+
+        # Get a reference to a node and modify it
+        node = handler.get_node("node2")
+        node.set_field_value("field1", 42)
+
+        # Check if all nodes are ready
+        print(handler.is_ready)  # False (node2 is ready, but node1 isn't)
+    """
+
+    def __init__(self):
+        # Using a dictionary with node names as keys ensures name uniqueness
+        # and provides efficient lookups
+        self._nodes: Dict[str, DependencyNode] = {}
+
+    def add_node(self, node: DependencyNode) -> bool:
+        """
+        Add a dependency node to the handler.
+
+        Args:
+            node: The DependencyNode to add
+
+        Returns:
+            bool: True if the node was added, False if a node with the same name already exists
+
+        Raises:
+            TypeError: If the provided object is not a DependencyNode
+        """
+        if not isinstance(node, DependencyNode):
+            raise TypeError(f"Expected DependencyNode, got {type(node).__name__}")
+
+        # Check if a node with this name already exists
+        if node.name in self._nodes:
+            return False
+
+        self._nodes[node.name] = node
+        return True
+
+    @property
+    def is_ready(self) -> bool:
+        """
+        Check if all nodes are ready.
+
+        Returns:
+            bool: True if all nodes are ready (or if there are no nodes), False otherwise
+        """
+        if not self._nodes:
+            return True
+
+        return all(node.is_ready for node in self._nodes.values())
+
+    def has_node(self, name: str) -> bool:
+        """
+        Check if a node with the given name exists.
+
+        Args:
+            name: The name to check
+
+        Returns:
+            bool: True if a node with the given name exists, False otherwise
+        """
+        return name in self._nodes
+
+    def get_node(self, name: str) -> Optional[DependencyNode]:
+        """
+        Get a node by name for manipulation.
+
+        Args:
+            name: The name of the node to retrieve
+
+        Returns:
+            Optional[DependencyNode]: The node with the given name, or None if not found
+        """
+        return self._nodes.get(name)
+
+    def remove_node(self, node_or_name) -> bool:
+        """
+        Remove a node by name or reference.
+
+        Args:
+            node_or_name: The node to remove or its name
+
+        Returns:
+            bool: True if the node was removed, False if not found
+        """
+        if isinstance(node_or_name, DependencyNode):
+            name = node_or_name.name
+        else:
+            name = node_or_name
+
+        if name in self._nodes:
+            del self._nodes[name]
+            return True
+        return False
+
+    def get_all_nodes(self) -> List[DependencyNode]:
+        """
+        Get all nodes stored in the handler.
+
+        Returns:
+            List[DependencyNode]: List of all nodes
+        """
+        return list(self._nodes.values())
+
+    def __iter__(self) -> Iterator[DependencyNode]:
+        """
+        Iterate over all nodes.
+
+        Returns:
+            Iterator[DependencyNode]: Iterator over all nodes
+        """
+        return iter(self._nodes.values())
+
+    def __len__(self) -> int:
+        """
+        Get the number of nodes in the handler.
+
+        Returns:
+            int: The number of nodes
+        """
+        return len(self._nodes)

pythonbpf/vmlinux_parser/dependency_node.py

@@ -0,0 +1,237 @@
+from dataclasses import dataclass, field
+from typing import Dict, Any, Optional
+
+
+# TODO: FIX THE FUCKING TYPE NAME CONVENTION.
+@dataclass
+class Field:
+    """Represents a field in a dependency node with its type and readiness state."""
+
+    name: str
+    type: type
+    ctype_complex_type: Optional[Any]
+    containing_type: Optional[Any]
+    type_size: Optional[int]
+    bitfield_size: Optional[int]
+    value: Any = None
+    ready: bool = False
+
+    def set_ready(self, is_ready: bool = True) -> None:
+        """Set the readiness state of this field."""
+        self.ready = is_ready
+
+    def set_value(self, value: Any, mark_ready: bool = False) -> None:
+        """Set the value of this field and optionally mark it as ready."""
+        self.value = value
+        if mark_ready:
+            self.ready = True
+
+    def set_type(self, given_type, mark_ready: bool = False) -> None:
+        """Set value of the type field and mark as ready"""
+        self.type = given_type
+        if mark_ready:
+            self.ready = True
+
+    def set_containing_type(
+        self, containing_type: Optional[Any], mark_ready: bool = False
+    ) -> None:
+        """Set the containing_type of this field and optionally mark it as ready."""
+        self.containing_type = containing_type
+        if mark_ready:
+            self.ready = True
+
+    def set_type_size(self, type_size: Any, mark_ready: bool = False) -> None:
+        """Set the type_size of this field and optionally mark it as ready."""
+        self.type_size = type_size
+        if mark_ready:
+            self.ready = True
+
+    def set_ctype_complex_type(
+        self, ctype_complex_type: Any, mark_ready: bool = False
+    ) -> None:
+        """Set the ctype_complex_type of this field and optionally mark it as ready."""
+        self.ctype_complex_type = ctype_complex_type
+        if mark_ready:
+            self.ready = True
+
+    def set_bitfield_size(self, bitfield_size: Any, mark_ready: bool = False) -> None:
+        """Set the bitfield_size of this field and optionally mark it as ready."""
+        self.bitfield_size = bitfield_size
+        if mark_ready:
+            self.ready = True
+
+
+@dataclass
+class DependencyNode:
+    """
+    A node with typed fields and readiness tracking.
+
+    Example usage:
+        # Create a dependency node for a Person
+        somestruct = DependencyNode(name="struct_1")
+
+        # Add fields with their types
+        somestruct.add_field("field_1", str)
+        somestruct.add_field("field_2", int)
+        somestruct.add_field("field_3", str)
+
+        # Check if the node is ready (should be False initially)
+        print(f"Is node ready? {somestruct.is_ready}")  # False
+
+        # Set some field values
+        somestruct.set_field_value("field_1", "someproperty")
+        somestruct.set_field_value("field_2", 30)
+
+        # Check if the node is ready (still False because email is not ready)
+        print(f"Is node ready? {somestruct.is_ready}")  # False
+
+        # Set the last field and make the node ready
+        somestruct.set_field_value("field_3", "anotherproperty")
+
+        # Now the node should be ready
+        print(f"Is node ready? {somestruct.is_ready}")  # True
+
+        # You can also mark a field as not ready
+        somestruct.set_field_ready("field_3", False)
+
+        # Now the node is not ready again
+        print(f"Is node ready? {somestruct.is_ready}")  # False
+
+        # Get all field values
+        print(somestruct.get_field_values())  # {'field_1': 'someproperty', 'field_2': 30, 'field_3': 'anotherproperty'}
+
+        # Get only ready fields
+        ready_fields = somestruct.get_ready_fields()
+        print(f"Ready fields: {[field.name for field in ready_fields.values()]}")  # ['field_1', 'field_2']
+    """
+
+    name: str
+    fields: Dict[str, Field] = field(default_factory=dict)
+    _ready_cache: Optional[bool] = field(default=None, repr=False)
+
+    def add_field(
+        self,
+        name: str,
+        field_type: type,
+        initial_value: Any = None,
+        containing_type: Optional[Any] = None,
+        type_size: Optional[int] = None,
+        ctype_complex_type: Optional[int] = None,
+        bitfield_size: Optional[int] = None,
+        ready: bool = False,
+    ) -> None:
+        """Add a field to the node with an optional initial value and readiness state."""
+        self.fields[name] = Field(
+            name=name,
+            type=field_type,
+            value=initial_value,
+            ready=ready,
+            containing_type=containing_type,
+            type_size=type_size,
+            ctype_complex_type=ctype_complex_type,
+            bitfield_size=bitfield_size,
+        )
+        # Invalidate readiness cache
+        self._ready_cache = None
+
+    def get_field(self, name: str) -> Field:
+        """Get a field by name."""
+        return self.fields[name]
+
+    def set_field_value(self, name: str, value: Any, mark_ready: bool = False) -> None:
+        """Set a field's value and optionally mark it as ready."""
+        if name not in self.fields:
+            raise KeyError(f"Field '{name}' does not exist in node '{self.name}'")
+
+        self.fields[name].set_value(value, mark_ready)
+        # Invalidate readiness cache
+        self._ready_cache = None
+
+    def set_field_type(self, name: str, type: Any, mark_ready: bool = False) -> None:
+        """Set a field's type and optionally mark it as ready."""
+        if name not in self.fields:
+            raise KeyError(f"Field '{name}' does not exist in node '{self.name}'")
+
+        self.fields[name].set_type(type, mark_ready)
+        # Invalidate readiness cache
+        self._ready_cache = None
+
+    def set_field_containing_type(
+        self, name: str, containing_type: Any, mark_ready: bool = False
+    ) -> None:
+        """Set a field's containing_type and optionally mark it as ready."""
+        if name not in self.fields:
+            raise KeyError(f"Field '{name}' does not exist in node '{self.name}'")
+
+        self.fields[name].set_containing_type(containing_type, mark_ready)
+        # Invalidate readiness cache
+        self._ready_cache = None
+
+    def set_field_type_size(
+        self, name: str, type_size: Any, mark_ready: bool = False
+    ) -> None:
+        """Set a field's type_size and optionally mark it as ready."""
+        if name not in self.fields:
+            raise KeyError(f"Field '{name}' does not exist in node '{self.name}'")
+
+        self.fields[name].set_type_size(type_size, mark_ready)
+        # Invalidate readiness cache
+        self._ready_cache = None
+
+    def set_field_ctype_complex_type(
+        self, name: str, ctype_complex_type: Any, mark_ready: bool = False
+    ) -> None:
+        """Set a field's ctype_complex_type and optionally mark it as ready."""
+        if name not in self.fields:
+            raise KeyError(f"Field '{name}' does not exist in node '{self.name}'")
+
+        self.fields[name].set_ctype_complex_type(ctype_complex_type, mark_ready)
+        # Invalidate readiness cache
+        self._ready_cache = None
+
+    def set_field_bitfield_size(
+        self, name: str, bitfield_size: Any, mark_ready: bool = False
+    ) -> None:
+        """Set a field's bitfield_size and optionally mark it as ready."""
+        if name not in self.fields:
+            raise KeyError(f"Field '{name}' does not exist in node '{self.name}'")
+
+        self.fields[name].set_bitfield_size(bitfield_size, mark_ready)
+        # Invalidate readiness cache
+        self._ready_cache = None
+
+    def set_field_ready(self, name: str, is_ready: bool = False) -> None:
+        """Mark a field as ready or not ready."""
+        if name not in self.fields:
+            raise KeyError(f"Field '{name}' does not exist in node '{self.name}'")
+
+        self.fields[name].set_ready(is_ready)
+        # Invalidate readiness cache
+        self._ready_cache = None
+
+    @property
+    def is_ready(self) -> bool:
+        """Check if the node is ready (all fields are ready)."""
+        # Use cached value if available
+        if self._ready_cache is not None:
+            return self._ready_cache
+
+        # Calculate readiness only when needed
+        if not self.fields:
+            self._ready_cache = True
+            return True
+
+        self._ready_cache = all(elem.ready for elem in self.fields.values())
+        return self._ready_cache
+
+    def get_field_values(self) -> Dict[str, Any]:
+        """Get a dictionary of field names to their values."""
+        return {name: elem.value for name, elem in self.fields.items()}
+
+    def get_ready_fields(self) -> Dict[str, Field]:
+        """Get all fields that are marked as ready."""
+        return {name: elem for name, elem in self.fields.items() if elem.ready}
+
+    def get_not_ready_fields(self) -> Dict[str, Field]:
+        """Get all fields that are marked as not ready."""
+        return {name: elem for name, elem in self.fields.items() if not elem.ready}

pythonbpf/vmlinux_parser/import_detector.py

@@ -0,0 +1,135 @@
+import ast
+import logging
+from typing import List, Tuple, Dict
+import importlib
+import inspect
+
+from .dependency_handler import DependencyHandler
+from .ir_generation import IRGenerator
+from .class_handler import process_vmlinux_class
+
+logger = logging.getLogger(__name__)
+
+
+def detect_import_statement(tree: ast.AST) -> List[Tuple[str, ast.ImportFrom]]:
+    """
+    Parse AST and detect import statements from vmlinux.
+
+    Returns a list of tuples (module_name, imported_item) for vmlinux imports.
+    Raises SyntaxError for invalid import patterns.
+
+    Args:
+        tree: The AST to parse
+
+    Returns:
+        List of tuples containing (module_name, imported_item) for each vmlinux import
+
+    Raises:
+        SyntaxError: If multiple imports from vmlinux are attempted or import * is used
+    """
+    vmlinux_imports = []
+
+    for node in ast.walk(tree):
+        # Handle "from vmlinux import ..." statements
+        if isinstance(node, ast.ImportFrom):
+            if node.module == "vmlinux":
+                # Check for wildcard import: from vmlinux import *
+                if any(alias.name == "*" for alias in node.names):
+                    raise SyntaxError(
+                        "Wildcard imports from vmlinux are not supported. "
+                        "Please import specific types explicitly."
+                    )
+
+                # Check for multiple imports: from vmlinux import A, B, C
+                if len(node.names) > 1:
+                    imported_names = [alias.name for alias in node.names]
+                    raise SyntaxError(
+                        f"Multiple imports from vmlinux are not supported. "
+                        f"Found: {', '.join(imported_names)}. "
+                        f"Please use separate import statements for each type."
+                    )
+
+                # Check if no specific import is specified (should not happen with valid Python)
+                if len(node.names) == 0:
+                    raise SyntaxError(
+                        "Import from vmlinux must specify at least one type."
+                    )
+
+                # Valid single import
+                for alias in node.names:
+                    import_name = alias.name
+                    # Use alias if provided, otherwise use the original name (commented)
+                    # as_name = alias.asname if alias.asname else alias.name
+                    vmlinux_imports.append(("vmlinux", node))
+                    logger.info(f"Found vmlinux import: {import_name}")
+
+        # Handle "import vmlinux" statements (not typical but should be rejected)
+        elif isinstance(node, ast.Import):
+            for alias in node.names:
+                if alias.name == "vmlinux" or alias.name.startswith("vmlinux."):
+                    raise SyntaxError(
+                        "Direct import of vmlinux module is not supported. "
+                        "Use 'from vmlinux import <type>' instead."
+                    )
+
+    logger.info(f"Total vmlinux imports detected: {len(vmlinux_imports)}")
+    return vmlinux_imports
+
+
+def vmlinux_proc(tree: ast.AST, module):
+    import_statements = detect_import_statement(tree)
+
+    # initialise dependency handler
+    handler = DependencyHandler()
+    # initialise assignment dictionary of name to type
+    assignments: Dict[str, type] = {}
+
+    if not import_statements:
+        logger.info("No vmlinux imports found")
+        return
+
+    # Import vmlinux module directly
+    try:
+        vmlinux_mod = importlib.import_module("vmlinux")
+    except ImportError:
+        logger.warning("Could not import vmlinux module")
+        return
+
+    source_file = inspect.getsourcefile(vmlinux_mod)
+    if source_file is None:
+        logger.warning("Cannot find source for vmlinux module")
+        return
+
+    with open(source_file, "r") as f:
+        mod_ast = ast.parse(f.read(), filename=source_file)
+
+    for import_mod, import_node in import_statements:
+        for alias in import_node.names:
+            imported_name = alias.name
+            found = False
+            for mod_node in mod_ast.body:
+                if (
+                    isinstance(mod_node, ast.ClassDef)
+                    and mod_node.name == imported_name
+                ):
+                    process_vmlinux_class(mod_node, module, handler)
+                    found = True
+                    break
+                if isinstance(mod_node, ast.Assign):
+                    for target in mod_node.targets:
+                        if isinstance(target, ast.Name) and target.id == imported_name:
+                            process_vmlinux_assign(mod_node, module, assignments)
+                            found = True
+                            break
+                if found:
+                    break
+            if not found:
+                logger.info(
+                    f"{imported_name} not found as ClassDef or Assign in vmlinux"
+                )
+
+    IRGenerator(module, handler)
+
+
+def process_vmlinux_assign(node, module, assignments: Dict[str, type]):
+    raise NotImplementedError("Assignment handling has not been implemented yet")

pythonbpf/vmlinux_parser/ir_generation.py

@@ -0,0 +1,14 @@
+import logging
+from .dependency_handler import DependencyHandler
+
+logger = logging.getLogger(__name__)
+
+
+class IRGenerator:
+    def __init__(self, module, handler: DependencyHandler):
+        self.module = module
+        self.handler: DependencyHandler = handler
+        if not handler.is_ready:
+            raise ImportError(
+                "Semantic analysis of vmlinux imports failed. Cannot generate IR"
+            )

tests/c-form/ex2.bpf.c

@@ -1,11 +1,10 @@
-#include <linux/bpf.h>
+#include "vmlinux.h"
 #include <bpf/bpf_helpers.h>
-#define u64 unsigned long long
-#define u32 unsigned int
+#include <bpf/bpf_endian.h>
 
 SEC("xdp")
 int hello(struct xdp_md *ctx) {
-    bpf_printk("Hello, World!\n");
+    bpf_printk("Hello, World! %ud \n", ctx->data);
     return XDP_PASS;
 }
 

tests/failing_tests/assign/retype.py

@@ -1,39 +0,0 @@
-from pythonbpf import bpf, map, section, bpfglobal, compile
-from ctypes import c_void_p, c_int64, c_uint64
-from pythonbpf.maps import HashMap
-
-
-# NOTE: This example tries to reinterpret the variable `x` to a different type.
-# We do not allow this for now, as stack allocations are typed and have to be
-# done in the first basic block. Allowing re-interpretation would require
-# re-allocation of stack space (possibly in a new basic block), which is not
-# supported in eBPF yet.
-# We can allow bitcasts in cases where the width of the types is the same in
-# the future. But for now, we do not allow any re-interpretation of variables.
-
-@bpf
-@map
-def last() -> HashMap:
-    return HashMap(key=c_uint64, value=c_uint64, max_entries=3)
-
-
-@bpf
-@section("tracepoint/syscalls/sys_enter_execve")
-def hello_world(ctx: c_void_p) -> c_int64:
-    last.update(0, 1)
-    x = last.lookup(0)
-    x = 20
-    if x == 2:
-        print("Hello, World!")
-    else:
-        print("Goodbye, World!")
-    return
-
-
-@bpf
-@bpfglobal
-def LICENSE() -> str:
-    return "GPL"
-
-
-compile()

tests/failing_tests/globals.py

@@ -3,16 +3,19 @@ import logging
 from pythonbpf import compile, bpf, section, bpfglobal, compile_to_ir
 from ctypes import c_void_p, c_int64, c_int32
 
+
 @bpf
 @bpfglobal
 def somevalue() -> c_int32:
     return c_int32(42)
 
+
 @bpf
 @bpfglobal
 def somevalue2() -> c_int64:
     return c_int64(69)
 
+
 @bpf
 @bpfglobal
 def somevalue1() -> c_int32:
@@ -21,12 +24,14 @@ def somevalue1() -> c_int32:
 
 # --- Passing examples ---
 
+
 # Simple constant return
 @bpf
 @bpfglobal
 def g1() -> c_int64:
     return c_int64(42)
 
+
 # Constructor with one constant argument
 @bpf
 @bpfglobal
@@ -62,15 +67,17 @@ def g2() -> c_int64:
 # def g6() -> c_int64:
 #     return c_int64(CONST)
 
+
 # Constructor with multiple args
-#TODO: this is not working. should it work ?
+# TODO: this is not working. should it work ?
 @bpf
 @bpfglobal
 def g7() -> c_int64:
     return c_int64(1)
 
+
 # Dataclass call
-#TODO: fails with dataclass
+# TODO: fails with dataclass
 # @dataclass
 # class Point:
 #     x: c_int64
@@ -91,6 +98,7 @@ def sometag(ctx: c_void_p) -> c_int64:
     print(f"{somevalue}")
     return c_int64(1)
 
+
 @bpf
 @bpfglobal
 def LICENSE() -> str:

tests/failing_tests/named_arg.py

@@ -11,6 +11,7 @@ from ctypes import c_void_p, c_int64
 # We cannot allocate space for the intermediate type now.
 # We probably need to track the ref/deref chain for each variable.
 
+
 @bpf
 @map
 def count() -> HashMap:

tests/failing_tests/undeclared_values.py

@@ -3,6 +3,7 @@ import logging
 from pythonbpf import compile, bpf, section, bpfglobal, compile_to_ir
 from ctypes import c_void_p, c_int64
 
+
 # This should not pass as somevalue is not declared at all.
 @bpf
 @section("tracepoint/syscalls/sys_enter_execve")
@@ -11,6 +12,7 @@ def sometag(ctx: c_void_p) -> c_int64:
     print(f"{somevalue}")  # noqa: F821
     return c_int64(1)
 
+
 @bpf
 @bpfglobal
 def LICENSE() -> str:

tests/failing_tests/xdp_pass.py

@@ -0,0 +1,47 @@
+from pythonbpf import bpf, map, section, bpfglobal, compile_to_ir
+from pythonbpf.maps import HashMap
+from pythonbpf.helper import XDP_PASS
+from vmlinux import struct_xdp_md
+from vmlinux import struct_xdp_buff  # noqa: F401
+from vmlinux import struct_ring_buffer_per_cpu  # noqa: F401
+
+from ctypes import c_int64
+
+# Instructions to how to run this program
+# 1. Install PythonBPF: pip install pythonbpf
+# 2. Run the program: python examples/xdp_pass.py
+# 3. Run the program with sudo: sudo tools/check.sh run examples/xdp_pass.o
+# 4. Attach object file to any network device with something like ./check.sh xdp examples/xdp_pass.o tailscale0
+# 5. send traffic through the device and observe effects
+
+
+@bpf
+@map
+def count() -> HashMap:
+    return HashMap(key=c_int64, value=c_int64, max_entries=1)
+
+
+@bpf
+@section("xdp")
+def hello_world(ctx: struct_xdp_md) -> c_int64:
+    key = 0
+    one = 1
+    prev = count().lookup(key)
+    if prev:
+        prevval = prev + 1
+        print(f"count: {prevval}")
+        count().update(key, prevval)
+        return XDP_PASS
+    else:
+        count().update(key, one)
+
+    return XDP_PASS
+
+
+@bpf
+@bpfglobal
+def LICENSE() -> str:
+    return "GPL"
+
+
+compile_to_ir("xdp_pass.py", "xdp_pass.ll")

tests/passing_tests/assign/comprehensive.py

@@ -1,69 +0,0 @@
-from pythonbpf import bpf, map, section, bpfglobal, compile, struct
-from ctypes import c_void_p, c_int64, c_int32, c_uint64
-from pythonbpf.maps import HashMap
-from pythonbpf.helper import ktime
-
-
-# NOTE: This is a comprehensive test combining struct, helper, and map features
-# Please note that at line 50, though we have used an absurd expression to test
-# the compiler, it is recommended to use named variables to reduce the amount of
-# scratch space that needs to be allocated.
-
-@bpf
-@struct
-class data_t:
-    pid: c_uint64
-    ts: c_uint64
-
-
-@bpf
-@map
-def last() -> HashMap:
-    return HashMap(key=c_uint64, value=c_uint64, max_entries=3)
-
-
-@bpf
-@section("tracepoint/syscalls/sys_enter_execve")
-def hello_world(ctx: c_void_p) -> c_int64:
-    dat = data_t()
-    dat.pid = 123
-    dat.pid = dat.pid + 1
-    print(f"pid is {dat.pid}")
-    tu = 9
-    last.update(0, tu)
-    last.update(1, -last.lookup(0))
-    x = last.lookup(0)
-    print(f"Map value at index 0: {x}")
-    x = x + c_int32(1)
-    print(f"x after adding 32-bit 1 is {x}")
-    x = ktime() - 121
-    print(f"ktime - 121 is {x}")
-    x = last.lookup(0)
-    x = x + 1
-    print(f"x is {x}")
-    if x == 10:
-        jat = data_t()
-        jat.ts = 456
-        print(f"Hello, World!, ts is {jat.ts}")
-        a = last.lookup(0)
-        print(f"a is {a}")
-        last.update(9, 9)
-        last.update(0, last.lookup(last.lookup(0)) +
-                    last.lookup(last.lookup(0)) + last.lookup(last.lookup(0)))
-        z = last.lookup(0)
-        print(f"new map val at index 0 is {z}")
-    else:
-        a = last.lookup(0)
-        print("Goodbye, World!")
-    c = last.lookup(1 - 1)
-    print(f"c is {c}")
-    return
-
-
-@bpf
-@bpfglobal
-def LICENSE() -> str:
-    return "GPL"
-
-
-compile()

tests/passing_tests/assign/cst_var_binop.py

@@ -1,27 +0,0 @@
-from pythonbpf import bpf, section, bpfglobal, compile
-from ctypes import c_void_p, c_int64
-
-
-@bpf
-@section("tracepoint/syscalls/sys_enter_execve")
-def hello_world(ctx: c_void_p) -> c_int64:
-    x = 1
-    print(f"Initial x: {x}")
-    a = 20
-    x = a
-    print(f"Updated x with a: {x}")
-    x = (x + x) * 3
-    if x == 2:
-        print("Hello, World!")
-    else:
-        print(f"Goodbye, World! {x}")
-    return
-
-
-@bpf
-@bpfglobal
-def LICENSE() -> str:
-    return "GPL"
-
-
-compile()

tests/passing_tests/assign/helper.py

@@ -1,34 +0,0 @@
-from pythonbpf import bpf, map, section, bpfglobal, compile
-from ctypes import c_void_p, c_int64, c_uint64
-from pythonbpf.maps import HashMap
-
-# NOTE: An example of i64** assignment with binops on the RHS
-
-
-@bpf
-@map
-def last() -> HashMap:
-    return HashMap(key=c_uint64, value=c_uint64, max_entries=3)
-
-
-@bpf
-@section("tracepoint/syscalls/sys_enter_execve")
-def hello_world(ctx: c_void_p) -> c_int64:
-    last.update(0, 1)
-    x = last.lookup(0)
-    print(f"{x}")
-    x = x + 1
-    if x == 2:
-        print("Hello, World!")
-    else:
-        print("Goodbye, World!")
-    return
-
-
-@bpf
-@bpfglobal
-def LICENSE() -> str:
-    return "GPL"
-
-
-compile()

tests/passing_tests/assign/struct_and_helper_binops.py

@@ -1,40 +0,0 @@
-from pythonbpf import bpf, section, bpfglobal, compile, struct
-from ctypes import c_void_p, c_int64, c_uint64
-from pythonbpf.helper import ktime
-
-
-@bpf
-@struct
-class data_t:
-    pid: c_uint64
-    ts: c_uint64
-
-
-@bpf
-@section("tracepoint/syscalls/sys_enter_execve")
-def hello_world(ctx: c_void_p) -> c_int64:
-    dat = data_t()
-    dat.pid = 123
-    dat.pid = dat.pid + 1
-    print(f"pid is {dat.pid}")
-    x = ktime() - 121
-    print(f"ktime is {x}")
-    x = 1
-    x = x + 1
-    print(f"x is {x}")
-    if x == 2:
-        jat = data_t()
-        jat.ts = 456
-        print(f"Hello, World!, ts is {jat.ts}")
-    else:
-        print("Goodbye, World!")
-    return
-
-
-@bpf
-@bpfglobal
-def LICENSE() -> str:
-    return "GPL"
-
-
-compile()

tests/passing_tests/return/typecast_var.py

@@ -6,8 +6,8 @@ from ctypes import c_void_p, c_int32
 @section("tracepoint/syscalls/sys_enter_execve")
 def hello_world(ctx: c_void_p) -> c_int32:
     print("Hello, World!")
-    a = 1 # int64
-    return c_int32(a) # typecast to int32
+    a = 1  # int64
+    return c_int32(a)  # typecast to int32
 
 
 @bpf

tools/vmlinux-gen.py

@@ -26,8 +26,13 @@ import tempfile
 
 
 class BTFConverter:
-    def __init__(self, btf_source="/sys/kernel/btf/vmlinux", output_file="vmlinux.py",
-                 keep_intermediate=False, verbose=False):
+    def __init__(
+        self,
+        btf_source="/sys/kernel/btf/vmlinux",
+        output_file="vmlinux.py",
+        keep_intermediate=False,
+        verbose=False,
+    ):
         self.btf_source = btf_source
         self.output_file = output_file
         self.keep_intermediate = keep_intermediate
@@ -44,11 +49,7 @@ class BTFConverter:
         self.log(f"{description}...")
         try:
             result = subprocess.run(
-                cmd,
-                shell=True,
-                check=True,
-                capture_output=True,
-                text=True
+                cmd, shell=True, check=True, capture_output=True, text=True
             )
             if self.verbose and result.stdout:
                 print(result.stdout)
@@ -69,51 +70,55 @@ class BTFConverter:
         """Step 1.5: Preprocess enum definitions."""
         self.log("Preprocessing enum definitions...")
 
-        with open(input_file, 'r') as f:
+        with open(input_file, "r") as f:
             original_code = f.read()
 
         # Extract anonymous enums
         enums = re.findall(
-            r'(?<!typedef\s)(enum\s*\{[^}]*\})\s*(\w+)\s*(?::\s*\d+)?\s*;',
-            original_code
+            r"(?<!typedef\s)(enum\s*\{[^}]*\})\s*(\w+)\s*(?::\s*\d+)?\s*;",
+            original_code,
         )
-        enum_defs = [enum_block + ';' for enum_block, _ in enums]
+        enum_defs = [enum_block + ";" for enum_block, _ in enums]
 
         # Replace anonymous enums with int declarations
         processed_code = re.sub(
-            r'(?<!typedef\s)enum\s*\{[^}]*\}\s*(\w+)\s*(?::\s*\d+)?\s*;',
-            r'int \1;',
-            original_code
+            r"(?<!typedef\s)enum\s*\{[^}]*\}\s*(\w+)\s*(?::\s*\d+)?\s*;",
+            r"int \1;",
+            original_code,
         )
 
         # Prepend enum definitions
         if enum_defs:
-            enum_text = '\n'.join(enum_defs) + '\n\n'
+            enum_text = "\n".join(enum_defs) + "\n\n"
             processed_code = enum_text + processed_code
 
         output_file = os.path.join(self.temp_dir, "vmlinux_processed.h")
-        with open(output_file, 'w') as f:
+        with open(output_file, "w") as f:
             f.write(processed_code)
 
         return output_file
 
     def step2_5_process_kioctx(self, input_file):
-        #TODO: this is a very bad bug and design decision. A single struct has an issue mostly.
+        # TODO: this is a very bad bug and design decision. A single struct has an issue mostly.
         """Step 2.5: Process struct kioctx to extract nested anonymous structs."""
         self.log("Processing struct kioctx nested structs...")
 
-        with open(input_file, 'r') as f:
+        with open(input_file, "r") as f:
             content = f.read()
 
         # Pattern to match struct kioctx with its full body (handles multiple nesting levels)
-        kioctx_pattern = r'struct\s+kioctx\s*\{(?:[^{}]|\{(?:[^{}]|\{[^{}]*\})*\})*\}\s*;'
+        kioctx_pattern = (
+            r"struct\s+kioctx\s*\{(?:[^{}]|\{(?:[^{}]|\{[^{}]*\})*\})*\}\s*;"
+        )
 
         def process_kioctx_replacement(match):
             full_struct = match.group(0)
             self.log(f"Found struct kioctx, length: {len(full_struct)} chars")
 
             # Extract the struct body (everything between outermost { and })
-            body_match = re.search(r'struct\s+kioctx\s*\{(.*)\}\s*;', full_struct, re.DOTALL)
+            body_match = re.search(
+                r"struct\s+kioctx\s*\{(.*)\}\s*;", full_struct, re.DOTALL
+            )
             if not body_match:
                 return full_struct
 
@@ -121,7 +126,7 @@ class BTFConverter:
 
             # Find all anonymous structs within the body
             # Pattern: struct { ... } followed by ; (not a member name)
-            anon_struct_pattern = r'struct\s*\{[^}]*\}'
+            # anon_struct_pattern = r"struct\s*\{[^}]*\}"
 
             anon_structs = []
             anon_counter = 4  # Start from 4, counting down to 1
@@ -131,7 +136,9 @@ class BTFConverter:
                 anon_struct_content = m.group(0)
 
                 # Extract the body of the anonymous struct
-                anon_body_match = re.search(r'struct\s*\{(.*)\}', anon_struct_content, re.DOTALL)
+                anon_body_match = re.search(
+                    r"struct\s*\{(.*)\}", anon_struct_content, re.DOTALL
+                )
                 if not anon_body_match:
                     return anon_struct_content
 
@@ -154,7 +161,7 @@ class BTFConverter:
             processed_body = body
 
             # Find all occurrences and process them
-            pattern_with_semicolon = r'struct\s*\{([^}]*)\}\s*;'
+            pattern_with_semicolon = r"struct\s*\{([^}]*)\}\s*;"
             matches = list(re.finditer(pattern_with_semicolon, body, re.DOTALL))
 
             if not matches:
@@ -178,14 +185,16 @@ class BTFConverter:
 
                 # Replace in the body
                 replacement = f"struct {anon_name} {member_name};"
-                processed_body = processed_body[:start_pos] + replacement + processed_body[end_pos:]
+                processed_body = (
+                    processed_body[:start_pos] + replacement + processed_body[end_pos:]
+                )
 
                 anon_counter -= 1
 
             # Rebuild the complete definition
             if anon_structs:
                 # Prepend the anonymous struct definitions
-                anon_definitions = '\n'.join(anon_structs) + '\n\n'
+                anon_definitions = "\n".join(anon_structs) + "\n\n"
                 new_struct = f"struct kioctx {{{processed_body}}};"
                 return anon_definitions + new_struct
             else:
@@ -193,14 +202,11 @@ class BTFConverter:
 
         # Apply the transformation
         processed_content = re.sub(
-            kioctx_pattern,
-            process_kioctx_replacement,
-            content,
-            flags=re.DOTALL
+            kioctx_pattern, process_kioctx_replacement, content, flags=re.DOTALL
         )
 
         output_file = os.path.join(self.temp_dir, "vmlinux_kioctx_processed.h")
-        with open(output_file, 'w') as f:
+        with open(output_file, "w") as f:
             f.write(processed_content)
 
         self.log(f"Saved kioctx-processed output to {output_file}")
@@ -218,7 +224,7 @@ class BTFConverter:
         output_file = os.path.join(self.temp_dir, "vmlinux_raw.py")
         cmd = (
             f"clang2py {input_file} -o {output_file} "
-            f"--clang-args=\"-fno-ms-extensions -I/usr/include -I/usr/include/linux\""
+            f'--clang-args="-fno-ms-extensions -I/usr/include -I/usr/include/linux"'
         )
         self.run_command(cmd, "Converting to Python ctypes")
         return output_file
@@ -234,14 +240,21 @@ class BTFConverter:
         data = re.sub(r"\('_[0-9]+',\s*ctypes\.[a-zA-Z0-9_]+,\s*0\),?\s*\n?", "", data)
 
         # Replace ('_20', ctypes.c_uint64, 64) → ('_20', ctypes.c_uint64)
-        data = re.sub(r"\('(_[0-9]+)',\s*(ctypes\.[a-zA-Z0-9_]+),\s*[0-9]+\)", r"('\1', \2)", data)
+        data = re.sub(
+            r"\('(_[0-9]+)',\s*(ctypes\.[a-zA-Z0-9_]+),\s*[0-9]+\)", r"('\1', \2)", data
+        )
 
         # Replace ('_20', ctypes.c_char, 8) with ('_20', ctypes.c_uint8, 8)
-        data = re.sub(
-            r"(ctypes\.c_char)(\s*,\s*\d+\))",
-            r"ctypes.c_uint8\2",
-            data
-        )
+        data = re.sub(r"(ctypes\.c_char)(\s*,\s*\d+\))", r"ctypes.c_uint8\2", data)
+
+        # below to replace those c_bool with bitfield greater than 8
+        def repl(m):
+            name, bits = m.groups()
+            return (
+                f"('{name}', ctypes.c_uint32, {bits})" if int(bits) > 8 else m.group(0)
+            )
+
+        data = re.sub(r"\('([^']+)',\s*ctypes\.c_bool,\s*(\d+)\)", repl, data)
 
         # Remove ctypes. prefix from invalid entries
         invalid_ctypes = ["bpf_iter_state", "_cache_type", "fs_context_purpose"]
@@ -258,6 +271,7 @@ class BTFConverter:
         if not self.keep_intermediate and self.temp_dir != ".":
             self.log(f"Cleaning up temporary directory: {self.temp_dir}")
             import shutil
+
             shutil.rmtree(self.temp_dir, ignore_errors=True)
 
     def convert(self):
@@ -281,6 +295,7 @@ class BTFConverter:
         except Exception as e:
             print(f"\n✗ Error during conversion: {e}", file=sys.stderr)
             import traceback
+
             traceback.print_exc()
             sys.exit(1)
         finally:
@@ -293,18 +308,13 @@ class BTFConverter:
         dependencies = {
             "bpftool": "bpftool --version",
             "clang": "clang --version",
-            "clang2py": "clang2py --version"
+            "clang2py": "clang2py --version",
         }
 
         missing = []
         for tool, cmd in dependencies.items():
             try:
-                subprocess.run(
-                    cmd,
-                    shell=True,
-                    check=True,
-                    capture_output=True
-                )
+                subprocess.run(cmd, shell=True, check=True, capture_output=True)
             except subprocess.CalledProcessError:
                 missing.append(tool)
 
@@ -326,31 +336,31 @@ Examples:
   %(prog)s
   %(prog)s -o kernel_types.py
   %(prog)s --btf-source /sys/kernel/btf/custom_module -k -v
-        """
+        """,
     )
 
     parser.add_argument(
         "--btf-source",
         default="/sys/kernel/btf/vmlinux",
-        help="Path to BTF source (default: /sys/kernel/btf/vmlinux)"
+        help="Path to BTF source (default: /sys/kernel/btf/vmlinux)",
     )
 
     parser.add_argument(
-        "-o", "--output",
+        "-o",
+        "--output",
         default="vmlinux.py",
-        help="Output Python file (default: vmlinux.py)"
+        help="Output Python file (default: vmlinux.py)",
     )
 
     parser.add_argument(
-        "-k", "--keep-intermediate",
+        "-k",
+        "--keep-intermediate",
         action="store_true",
-        help="Keep intermediate files (vmlinux.h, vmlinux_processed.h, etc.)"
+        help="Keep intermediate files (vmlinux.h, vmlinux_processed.h, etc.)",
     )
 
     parser.add_argument(
-        "-v", "--verbose",
-        action="store_true",
-        help="Enable verbose output"
+        "-v", "--verbose", action="store_true", help="Enable verbose output"
     )
 
     args = parser.parse_args()
@@ -359,7 +369,7 @@ Examples:
         btf_source=args.btf_source,
         output_file=args.output,
         keep_intermediate=args.keep_intermediate,
-        verbose=args.verbose
+        verbose=args.verbose,
     )
 
     converter.convert()