9 Commits

11 changed files with 232 additions and 25 deletions

56
demo/pybpf4.py Normal file
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@ -0,0 +1,56 @@
import time
from pythonbpf import bpf, map, section, bpfglobal, BPF
from pythonbpf.helpers import pid
from pythonbpf.maps import HashMap
from pylibbpf import *
from ctypes import c_void_p, c_int64, c_uint64, c_int32
import matplotlib.pyplot as plt
# This program attaches an eBPF tracepoint to sys_enter_clone,
# counts per-PID clone syscalls, stores them in a hash map,
# and then plots the distribution as a histogram using matplotlib.
# It provides a quick view of process creation activity over 10 seconds.
# Everything is done with Python only code and with the new pylibbpf library.
# Run `sudo /path/to/python/binary/ pybpf4.py`
@bpf
@map
def hist() -> HashMap:
return HashMap(key=c_int32, value=c_uint64, max_entries=4096)
@bpf
@section("tracepoint/syscalls/sys_enter_clone")
def hello(ctx: c_void_p) -> c_int64:
process_id = pid()
one = 1
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)
return c_int64(0)
else:
hist().update(process_id, one)
return c_int64(0)
@bpf
@bpfglobal
def LICENSE() -> str:
return "GPL"
b = BPF()
b.load_and_attach()
hist = BpfMap(b, hist)
print("Recording")
time.sleep(10)
counts = list(hist.values())
plt.hist(counts, bins=20)
plt.xlabel("Clone calls per PID")
plt.ylabel("Frequency")
plt.title("Syscall clone counts")
plt.show()

34
examples/c-form/ex7.bpf.c Normal file
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@ -0,0 +1,34 @@
// SPDX-License-Identifier: GPL-2.0
#include <linux/bpf.h>
#include <bpf/bpf_helpers.h>
#include <bpf/bpf_tracing.h>
struct event {
__u32 pid;
__u32 uid;
__u64 ts;
};
struct {
__uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY);
__uint(key_size, sizeof(int));
__uint(value_size, sizeof(int));
} events SEC(".maps");
SEC("tp/syscalls/sys_enter_setuid")
int handle_setuid_entry(struct trace_event_raw_sys_enter *ctx)
{
struct event data = {};
// Extract UID from the syscall arguments
data.uid = (unsigned int)ctx->args[0];
data.ts = bpf_ktime_get_ns();
data.pid = bpf_get_current_pid_tgid() >> 32;
bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &data, sizeof(data));
return 0;
}
char LICENSE[] SEC("license") = "GPL";

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@ -27,6 +27,7 @@ def hello(ctx: c_void_p) -> c_int32:
dataobj.pid = process_id
dataobj.ts = ts
print(f"clone called at {ts} by pid {process_id}")
events.output(dataobj)
return c_int32(0)

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@ -16,7 +16,8 @@ requires-python = ">=3.8"
dependencies = [
"llvmlite",
"astpretty"
"astpretty",
"pylibbpf"
]
[tool.setuptools.packages.find]

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@ -1,2 +1,2 @@
from .decorators import bpf, map, section, bpfglobal, struct
from .codegen import compile_to_ir, compile
from .codegen import compile_to_ir, compile, BPF

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@ -3,7 +3,7 @@ from llvmlite import ir
from .expr_pass import eval_expr
def bpf_ktime_get_ns_emitter(call, map_ptr, module, builder, func, local_sym_tab=None):
def bpf_ktime_get_ns_emitter(call, map_ptr, module, builder, func, local_sym_tab=None, local_var_metadata=None):
"""
Emit LLVM IR for bpf_ktime_get_ns helper function call.
"""
@ -16,7 +16,7 @@ def bpf_ktime_get_ns_emitter(call, map_ptr, module, builder, func, local_sym_tab
return result
def bpf_map_lookup_elem_emitter(call, map_ptr, module, builder, local_sym_tab=None):
def bpf_map_lookup_elem_emitter(call, map_ptr, module, builder, func, local_sym_tab=None, struct_sym_tab=None, local_var_metadata=None):
"""
Emit LLVM IR for bpf_map_lookup_elem helper function call.
"""
@ -63,7 +63,7 @@ def bpf_map_lookup_elem_emitter(call, map_ptr, module, builder, local_sym_tab=No
return result
def bpf_printk_emitter(call, map_ptr, module, builder, func, local_sym_tab=None):
def bpf_printk_emitter(call, map_ptr, module, builder, func, local_sym_tab=None, local_var_metadata=None):
if not hasattr(func, "_fmt_counter"):
func._fmt_counter = 0
@ -172,7 +172,7 @@ def bpf_printk_emitter(call, map_ptr, module, builder, func, local_sym_tab=None)
ir.IntType(32), len(fmt_str))], tail=True)
def bpf_map_update_elem_emitter(call, map_ptr, module, builder, local_sym_tab=None):
def bpf_map_update_elem_emitter(call, map_ptr, module, builder, func, local_sym_tab=None, struct_sym_tab=None, local_var_metadata=None):
"""
Emit LLVM IR for bpf_map_update_elem helper function call.
Expected call signature: map.update(key, value, flags=0)
@ -268,7 +268,7 @@ def bpf_map_update_elem_emitter(call, map_ptr, module, builder, local_sym_tab=No
return result
def bpf_map_delete_elem_emitter(call, map_ptr, module, builder, local_sym_tab=None):
def bpf_map_delete_elem_emitter(call, map_ptr, module, builder, func, local_sym_tab=None, struct_sym_tab=None, local_var_metadata=None):
"""
Emit LLVM IR for bpf_map_delete_elem helper function call.
Expected call signature: map.delete(key)
@ -323,7 +323,7 @@ def bpf_map_delete_elem_emitter(call, map_ptr, module, builder, local_sym_tab=No
return result
def bpf_get_current_pid_tgid_emitter(call, map_ptr, module, builder, func, local_sym_tab=None):
def bpf_get_current_pid_tgid_emitter(call, map_ptr, module, builder, func, local_sym_tab=None, local_var_metadata=None):
"""
Emit LLVM IR for bpf_get_current_pid_tgid helper function call.
"""
@ -340,6 +340,58 @@ def bpf_get_current_pid_tgid_emitter(call, map_ptr, module, builder, func, local
return pid
def bpf_perf_event_output_handler(call, map_ptr, module, builder, func, local_sym_tab=None, struct_sym_tab=None, local_var_metadata=None):
if len(call.args) != 1:
raise ValueError("Perf event output expects exactly one argument (data), got "
f"{len(call.args)}")
data_arg = call.args[0]
ctx_ptr = func.args[0] # First argument to the function is ctx
if isinstance(data_arg, ast.Name):
data_name = data_arg.id
if local_sym_tab and data_name in local_sym_tab:
data_ptr = local_sym_tab[data_name]
else:
raise ValueError(
f"Data variable {data_name} not found in local symbol table.")
# Check is data_name is a struct
if local_var_metadata and data_name in local_var_metadata:
data_type = local_var_metadata[data_name]
if data_type in struct_sym_tab:
struct_info = struct_sym_tab[data_type]
size_val = ir.Constant(ir.IntType(64), struct_info["size"])
else:
raise ValueError(
f"Struct type {data_type} for variable {data_name} not found in struct symbol table.")
else:
raise ValueError(
f"Metadata for variable {data_name} not found in local variable metadata.")
# BPF_F_CURRENT_CPU is -1 in 32 bit
flags_val = ir.Constant(ir.IntType(64), 0xFFFFFFFF)
map_void_ptr = builder.bitcast(map_ptr, ir.PointerType())
data_void_ptr = builder.bitcast(data_ptr, ir.PointerType())
fn_type = ir.FunctionType(
ir.IntType(64),
[ir.PointerType(ir.IntType(8)), ir.PointerType(), ir.IntType(64),
ir.PointerType(), ir.IntType(64)],
var_arg=False
)
fn_ptr_type = ir.PointerType(fn_type)
# helper id
fn_addr = ir.Constant(ir.IntType(64), 25)
fn_ptr = builder.inttoptr(fn_addr, fn_ptr_type)
result = builder.call(
fn_ptr, [ctx_ptr, map_void_ptr, flags_val, data_void_ptr, size_val], tail=False)
return result
else:
raise NotImplementedError(
"Only simple object names are supported as data in perf event output.")
helper_func_list = {
"lookup": bpf_map_lookup_elem_emitter,
"print": bpf_printk_emitter,
@ -347,10 +399,11 @@ helper_func_list = {
"update": bpf_map_update_elem_emitter,
"delete": bpf_map_delete_elem_emitter,
"pid": bpf_get_current_pid_tgid_emitter,
"output": bpf_perf_event_output_handler,
}
def handle_helper_call(call, module, builder, func, local_sym_tab=None, map_sym_tab=None):
def handle_helper_call(call, module, builder, func, local_sym_tab=None, map_sym_tab=None, struct_sym_tab=None, local_var_metadata=None):
if isinstance(call.func, ast.Name):
func_name = call.func.id
if func_name in helper_func_list:
@ -367,14 +420,29 @@ def handle_helper_call(call, module, builder, func, local_sym_tab=None, map_sym_
if map_sym_tab and map_name in map_sym_tab:
map_ptr = map_sym_tab[map_name]
if method_name in helper_func_list:
print(local_var_metadata)
return helper_func_list[method_name](
call, map_ptr, module, builder, local_sym_tab)
call, map_ptr, module, builder, func, local_sym_tab, struct_sym_tab, local_var_metadata)
else:
raise NotImplementedError(
f"Map method {method_name} is not implemented as a helper function.")
else:
raise ValueError(
f"Map variable {map_name} not found in symbol tables.")
elif isinstance(call.func.value, ast.Name):
obj_name = call.func.value.id
method_name = call.func.attr
if map_sym_tab and obj_name in map_sym_tab:
map_ptr = map_sym_tab[obj_name]
if method_name in helper_func_list:
return helper_func_list[method_name](
call, map_ptr, module, builder, func, local_sym_tab, struct_sym_tab, local_var_metadata)
else:
raise NotImplementedError(
f"Map method {method_name} is not implemented as a helper function.")
else:
raise ValueError(
f"Map variable {obj_name} not found in symbol tables.")
else:
raise NotImplementedError(
"Attribute not supported for map method calls.")

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@ -9,6 +9,7 @@ import os
import subprocess
import inspect
from pathlib import Path
from pylibbpf import BpfProgram
def find_bpf_chunks(tree):
@ -116,3 +117,17 @@ def compile():
], check=True)
print(f"Object written to {o_file}, {ll_file} can be removed")
def BPF() -> BpfProgram:
caller_frame = inspect.stack()[1]
caller_file = Path(caller_frame.filename).resolve()
ll_file = Path("/tmp") / caller_file.with_suffix(".ll").name
o_file = Path("/tmp") / caller_file.with_suffix(".o").name
compile_to_ir(str(caller_file), str(ll_file))
subprocess.run([
"llc", "-march=bpf", "-filetype=obj", "-O2",
str(ll_file), "-o", str(o_file)
], check=True)
return BpfProgram(str(o_file))

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@ -2,7 +2,7 @@ import ast
from llvmlite import ir
def eval_expr(func, module, builder, expr, local_sym_tab, map_sym_tab):
def eval_expr(func, module, builder, expr, local_sym_tab, map_sym_tab, structs_sym_tab=None, local_var_metadata=None):
print(f"Evaluating expression: {expr}")
if isinstance(expr, ast.Name):
if expr.id in local_sym_tab:
@ -50,22 +50,31 @@ def eval_expr(func, module, builder, expr, local_sym_tab, map_sym_tab):
# check for helpers
if expr.func.id in helper_func_list:
return handle_helper_call(
expr, module, builder, func, local_sym_tab, map_sym_tab)
expr, module, builder, func, local_sym_tab, map_sym_tab, structs_sym_tab, local_var_metadata)
elif isinstance(expr.func, ast.Attribute):
print(f"Handling method call: {ast.dump(expr.func)}")
if isinstance(expr.func.value, ast.Call) and isinstance(expr.func.value.func, ast.Name):
method_name = expr.func.attr
if method_name in helper_func_list:
return handle_helper_call(
expr, module, builder, func, local_sym_tab, map_sym_tab)
expr, module, builder, func, local_sym_tab, map_sym_tab, structs_sym_tab, local_var_metadata)
elif isinstance(expr.func.value, ast.Name):
obj_name = expr.func.value.id
method_name = expr.func.attr
if obj_name in map_sym_tab:
if method_name in helper_func_list:
return handle_helper_call(
expr, module, builder, func, local_sym_tab, map_sym_tab, structs_sym_tab, local_var_metadata)
print("Unsupported expression evaluation")
return None
def handle_expr(func, module, builder, expr, local_sym_tab, map_sym_tab):
def handle_expr(func, module, builder, expr, local_sym_tab, map_sym_tab, structs_sym_tab, local_var_metadata):
"""Handle expression statements in the function body."""
print(f"Handling expression: {ast.dump(expr)}")
call = expr.value
if isinstance(call, ast.Call):
eval_expr(func, module, builder, call, local_sym_tab, map_sym_tab)
eval_expr(func, module, builder, call, local_sym_tab,
map_sym_tab, structs_sym_tab, local_var_metadata)
else:
print("Unsupported expression type")

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@ -57,7 +57,7 @@ def handle_assign(func, module, builder, stmt, map_sym_tab, local_sym_tab, struc
ir.Constant(ir.IntType(32), field_idx)],
inbounds=True)
val = eval_expr(func, module, builder, rval,
local_sym_tab, map_sym_tab)
local_sym_tab, map_sym_tab, structs_sym_tab)
if val is None:
print("Failed to evaluate struct field assignment")
return
@ -100,14 +100,14 @@ def handle_assign(func, module, builder, stmt, map_sym_tab, local_sym_tab, struc
# var = builder.alloca(ir.IntType(64), name=var_name)
# var.align = 8
val = handle_helper_call(
rval, module, builder, None, local_sym_tab, map_sym_tab)
rval, module, builder, func, local_sym_tab, map_sym_tab, structs_sym_tab, local_var_metadata)
builder.store(val, local_sym_tab[var_name])
# local_sym_tab[var_name] = var
print(f"Assigned constant {rval.func.id} to {var_name}")
elif call_type == "deref" and len(rval.args) == 1:
print(f"Handling deref assignment {ast.dump(rval)}")
val = eval_expr(func, module, builder, rval,
local_sym_tab, map_sym_tab)
local_sym_tab, map_sym_tab, structs_sym_tab)
if val is None:
print("Failed to evaluate deref argument")
return
@ -139,7 +139,7 @@ def handle_assign(func, module, builder, stmt, map_sym_tab, local_sym_tab, struc
map_ptr = map_sym_tab[map_name]
if method_name in helper_func_list:
val = handle_helper_call(
rval, module, builder, func, local_sym_tab, map_sym_tab)
rval, module, builder, func, local_sym_tab, map_sym_tab, structs_sym_tab, local_var_metadata)
# var = builder.alloca(ir.IntType(64), name=var_name)
# var.align = 8
builder.store(val, local_sym_tab[var_name])
@ -222,7 +222,7 @@ def handle_cond(func, module, builder, cond, local_sym_tab, map_sym_tab):
return None
def handle_if(func, module, builder, stmt, map_sym_tab, local_sym_tab):
def handle_if(func, module, builder, stmt, map_sym_tab, local_sym_tab, structs_sym_tab=None):
"""Handle if statements in the function body."""
print("Handling if statement")
start = builder.block.parent
@ -243,7 +243,7 @@ def handle_if(func, module, builder, stmt, map_sym_tab, local_sym_tab):
builder.position_at_end(then_block)
for s in stmt.body:
process_stmt(func, module, builder, s,
local_sym_tab, map_sym_tab, False)
local_sym_tab, map_sym_tab, structs_sym_tab, False)
if not builder.block.is_terminated:
builder.branch(merge_block)
@ -251,7 +251,7 @@ def handle_if(func, module, builder, stmt, map_sym_tab, local_sym_tab):
builder.position_at_end(else_block)
for s in stmt.orelse:
process_stmt(func, module, builder, s,
local_sym_tab, map_sym_tab, False)
local_sym_tab, map_sym_tab, structs_sym_tab, False)
if not builder.block.is_terminated:
builder.branch(merge_block)
@ -261,14 +261,16 @@ def handle_if(func, module, builder, stmt, map_sym_tab, local_sym_tab):
def process_stmt(func, module, builder, stmt, local_sym_tab, map_sym_tab, structs_sym_tab, did_return, ret_type=ir.IntType(64)):
print(f"Processing statement: {ast.dump(stmt)}")
if isinstance(stmt, ast.Expr):
handle_expr(func, module, builder, stmt, local_sym_tab, map_sym_tab)
handle_expr(func, module, builder, stmt, local_sym_tab,
map_sym_tab, structs_sym_tab, local_var_metadata)
elif isinstance(stmt, ast.Assign):
handle_assign(func, module, builder, stmt, map_sym_tab,
local_sym_tab, structs_sym_tab)
elif isinstance(stmt, ast.AugAssign):
raise SyntaxError("Augmented assignment not supported")
elif isinstance(stmt, ast.If):
handle_if(func, module, builder, stmt, map_sym_tab, local_sym_tab)
handle_if(func, module, builder, stmt, map_sym_tab,
local_sym_tab, structs_sym_tab)
elif isinstance(stmt, ast.Return):
if stmt.value is None:
builder.ret(ir.Constant(ir.IntType(32), 0))

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@ -30,3 +30,6 @@ class PerfEventArray:
self.key_type = key_size
self.value_type = value_size
self.entries = {}
def output(self, data):
pass # Placeholder for output method

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@ -31,9 +31,27 @@ def process_bpf_struct(cls_node, module):
field_names.append(item.target.id)
field_types.append(ctypes_to_ir(item.annotation.id))
curr_offset = 0
for ftype in field_types:
if isinstance(ftype, ir.IntType):
fsize = ftype.width // 8
alignment = fsize
elif isinstance(ftype, ir.PointerType):
fsize = 8
alignment = 8
else:
print(f"Unsupported field type in struct {struct_name}")
return
padding = (alignment - (curr_offset % alignment)) % alignment
curr_offset += padding
curr_offset += fsize
final_padding = (8 - (curr_offset % 8)) % 8
total_size = curr_offset + final_padding
struct_type = ir.LiteralStructType(field_types)
structs_sym_tab[struct_name] = {
"type": struct_type,
"fields": {name: idx for idx, name in enumerate(field_names)}
"fields": {name: idx for idx, name in enumerate(field_names)},
"size": total_size
}
print(f"Created struct {struct_name} with fields {field_names}")