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v0.1.3
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3
.gitignore
vendored
3
.gitignore
vendored
@ -5,4 +5,5 @@
|
||||
.vscode/
|
||||
__pycache__/
|
||||
*.ll
|
||||
*.o
|
||||
*.o
|
||||
.ipynb_checkpoints/
|
||||
|
||||
202
README.md
202
README.md
@ -1,77 +1,183 @@
|
||||
# Python-BPF
|
||||
<p align="center">
|
||||
<a href="https://www.python.org/downloads/release/python-3080/"><img src="https://img.shields.io/badge/python-3.8-blue.svg"></a>
|
||||
<a href="https://pypi.org/project/pythonbpf"><img src="https://badge.fury.io/py/pythonbpf.svg"></a>
|
||||
</p>
|
||||
|
||||
This is an LLVM IR generator for eBPF programs in Python. We use llvmlite to generate LLVM IR from pure Python. This is then compiled to LLVM object files, which can be loaded into the kernel for execution. We do not rely on BCC to do our compilation.
|
||||
Python-BPF is an LLVM IR generator for eBPF programs written in Python. It uses [llvmlite](https://github.com/numba/llvmlite) to generate LLVM IR and then compiles to LLVM object files. These object files can be loaded into the kernel for execution. Unlike BCC, Python-BPF performs compilation without relying on its infrastructure.
|
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|
||||
# DO NOT USE IN PRODUCTION. IN DEVELOPMENT.
|
||||
> **Note**: This project is under active development and not ready for production use.
|
||||
|
||||
## Video Demo
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||||
[Video demo for code under demo/](https://youtu.be/eMyLW8iWbks)
|
||||
---
|
||||
|
||||
## Slide Deck
|
||||
[Slide deck explaining the project](https://docs.google.com/presentation/d/1DsWDIVrpJhM4RgOETO9VWqUtEHo3-c7XIWmNpi6sTSo/edit?usp=sharing)
|
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## Overview
|
||||
|
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## Installation
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- Have `clang` installed.
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- `pip install pythonbpf`
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* Generate eBPF programs directly from Python.
|
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* Compile to LLVM object files for kernel execution.
|
||||
* Built with `llvmlite` for IR generation.
|
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* Supports maps, helpers, and global definitions for BPF.
|
||||
* Companion project: [pylibbpf](https://github.com/pythonbpf/pylibbpf), which provides the bindings required for object loading and execution.
|
||||
|
||||
---
|
||||
|
||||
## Installation
|
||||
|
||||
Dependencies:
|
||||
|
||||
* `clang`
|
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* Python ≥ 3.8
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|
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Install via pip:
|
||||
|
||||
```bash
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pip install pythonbpf pylibbpf
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```
|
||||
|
||||
---
|
||||
|
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## Example Usage
|
||||
|
||||
## Usage
|
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```python
|
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# pythonbpf_example.py
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from pythonbpf import bpf, map, bpfglobal, section, compile
|
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from pythonbpf.helpers import bpf_ktime_get_ns
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import time
|
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from pythonbpf import bpf, map, section, bpfglobal, BPF
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from pythonbpf.helpers import pid
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from pythonbpf.maps import HashMap
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from pylibbpf import *
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from ctypes import c_void_p, c_int64, c_uint64, c_int32
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import matplotlib.pyplot as plt
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|
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from ctypes import c_void_p, c_int64, c_int32, c_uint64
|
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# This program attaches an eBPF tracepoint to sys_enter_clone,
|
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# counts per-PID clone syscalls, stores them in a hash map,
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# and then plots the distribution as a histogram using matplotlib.
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# It provides a quick view of process creation activity over 10 seconds.
|
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|
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@bpf
|
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@map
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def last() -> HashMap:
|
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return HashMap(key=c_uint64, value=c_uint64, max_entries=1)
|
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def hist() -> HashMap:
|
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return HashMap(key=c_int32, value=c_uint64, max_entries=4096)
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|
||||
@bpf
|
||||
@section("tracepoint/syscalls/sys_enter_execve")
|
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def hello(ctx: c_void_p) -> c_int32:
|
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print("entered")
|
||||
return c_int32(0)
|
||||
|
||||
@bpf
|
||||
@section("tracepoint/syscalls/sys_exit_execve")
|
||||
def hello_again(ctx: c_void_p) -> c_int64:
|
||||
print("exited")
|
||||
key = 0
|
||||
tsp = last().lookup(key)
|
||||
print(tsp)
|
||||
ts = bpf_ktime_get_ns()
|
||||
@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"
|
||||
|
||||
def some_normal_function():
|
||||
print("normal function")
|
||||
|
||||
# compiles and dumps object file in the same directory
|
||||
compile()
|
||||
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()
|
||||
```
|
||||
- Run `python pythonbpf_example.py` to get the compiled object file that can be then loaded into the kernel.
|
||||
---
|
||||
|
||||
## Architecture
|
||||
|
||||
Python-BPF provides a complete pipeline to write, compile, and load eBPF programs in Python:
|
||||
|
||||
1. **Python Source Code**
|
||||
|
||||
* Users write BPF programs in Python using decorators like `@bpf`, `@map`, `@section`, and `@bpfglobal`.
|
||||
* Maps (hash maps), helpers (e.g., `ktime`, `deref`), and tracepoints are defined using Python constructs, preserving a syntax close to standard Python.
|
||||
|
||||
2. **AST Generation**
|
||||
|
||||
* The Python `ast` module parses the source code into an Abstract Syntax Tree (AST).
|
||||
* Decorators and type annotations are captured to determine BPF maps, tracepoints, and global variables.
|
||||
|
||||
3. **LLVM IR Emission**
|
||||
|
||||
* The AST is transformed into LLVM Intermediate Representation (IR) using `llvmlite`.
|
||||
* IR captures BPF maps, control flow, assignments, and calls to helper functions.
|
||||
* Debug information is emitted for easier inspection.
|
||||
|
||||
4. **LLVM Object File Compilation**
|
||||
|
||||
* The LLVM IR (`.ll`) is compiled into a BPF target object file (`.o`) using `llc -march=bpf -O2`.
|
||||
* This produces a kernel-loadable ELF object file containing the BPF bytecode.
|
||||
|
||||
5. **libbpf Integration (via pylibbpf)**
|
||||
|
||||
* The compiled object file can be loaded into the kernel using `pylibbpf`.
|
||||
* Maps, tracepoints, and program sections are initialized, and helper functions are resolved.
|
||||
* Programs are attached to kernel hooks (e.g., syscalls) for execution.
|
||||
|
||||
6. **Execution in Kernel**
|
||||
|
||||
* The kernel executes the loaded eBPF program.
|
||||
* Hash maps, helpers, and global variables behave as defined in the Python source.
|
||||
* Output can be read via BPF maps, helper functions, or trace printing.
|
||||
|
||||
This architecture eliminates the need for embedding C code in Python, allowing full Python tooling support while generating true BPF object files ready for kernel execution.
|
||||
|
||||
---
|
||||
|
||||
## Development
|
||||
- Make a virtual environment and activate it using `python3 -m venv .venv && source .venv/bin/activate`.
|
||||
- Run `make install` to install the required dependencies.
|
||||
- Run `make` to see the compilation output of the example.
|
||||
- Run `check.sh` to check if generated object file passes through the verifier inside the examples directory.
|
||||
- Run `make` in the `examples/c-form` directory to modify the example C BPF program to check the actual LLVM IR generated by clang.
|
||||
|
||||
### Development Notes
|
||||
- Run ` ./check.sh check execve2.o;` in examples folder to check if the object code passes the verifier.
|
||||
- Run ` ./check.sh run execve2.o;` in examples folder to run the object code using `bpftool`.
|
||||
1. Create a virtual environment and activate it:
|
||||
|
||||
```bash
|
||||
python3 -m venv .venv
|
||||
source .venv/bin/activate
|
||||
```
|
||||
|
||||
2. Install dependencies:
|
||||
|
||||
```bash
|
||||
make install
|
||||
```
|
||||
|
||||
3. Build and test examples:
|
||||
|
||||
```bash
|
||||
make
|
||||
```
|
||||
|
||||
4. Verify an object file with the kernel verifier:
|
||||
|
||||
```bash
|
||||
./check.sh check execve2.o
|
||||
```
|
||||
|
||||
5. Run an object file using `bpftool`:
|
||||
|
||||
```bash
|
||||
./check.sh run execve2.o
|
||||
```
|
||||
|
||||
6. Explore LLVM IR output from clang in `examples/c-form` by running `make`.
|
||||
|
||||
---
|
||||
|
||||
## Resources
|
||||
|
||||
* [Video demonstration](https://youtu.be/eMyLW8iWbks)
|
||||
* [Slide deck](https://docs.google.com/presentation/d/1DsWDIVrpJhM4RgOETO9VWqUtEHo3-c7XIWmNpi6sTSo/edit?usp=sharing)
|
||||
|
||||
---
|
||||
|
||||
## Authors
|
||||
- [@r41k0u](https://github.com/r41k0u)
|
||||
- [@varun-r-mallya](https://github.com/varun-r-mallya)
|
||||
|
||||
* [@r41k0u](https://github.com/r41k0u)
|
||||
* [@varun-r-mallya](https://github.com/varun-r-mallya)
|
||||
|
||||
---
|
||||
|
||||
397
demo/clone-matplotlib.ipynb
Normal file
397
demo/clone-matplotlib.ipynb
Normal file
File diff suppressed because one or more lines are too long
47
examples/c-form/ex8.bpf.c
Normal file
47
examples/c-form/ex8.bpf.c
Normal file
@ -0,0 +1,47 @@
|
||||
// SPDX-License-Identifier: GPL-2.0
|
||||
#include <linux/bpf.h>
|
||||
#include <bpf/bpf_helpers.h>
|
||||
#include <bpf/bpf_tracing.h>
|
||||
#include <linux/blkdev.h>
|
||||
#define __TARGET_ARCH_aarch64
|
||||
#define u64 unsigned long long
|
||||
|
||||
struct {
|
||||
__uint(type, BPF_MAP_TYPE_HASH);
|
||||
__uint(max_entries, 10240);
|
||||
__type(key, struct request *);
|
||||
__type(value, u64);
|
||||
} start SEC(".maps");
|
||||
|
||||
SEC("kprobe/blk_start_request")
|
||||
int BPF_KPROBE(trace_start_req, struct request *req)
|
||||
{
|
||||
u64 ts = bpf_ktime_get_ns();
|
||||
bpf_map_update_elem(&start, &req, &ts, BPF_ANY);
|
||||
return 0;
|
||||
}
|
||||
|
||||
SEC("kprobe/blk_mq_start_request")
|
||||
int BPF_KPROBE(trace_start_mq, struct request *req)
|
||||
{
|
||||
u64 ts = bpf_ktime_get_ns();
|
||||
bpf_map_update_elem(&start, &req, &ts, BPF_ANY);
|
||||
return 0;
|
||||
}
|
||||
|
||||
SEC("kprobe/blk_account_io_completion")
|
||||
int BPF_KPROBE(trace_completion, struct request *req)
|
||||
{
|
||||
u64 *tsp, delta;
|
||||
|
||||
tsp = bpf_map_lookup_elem(&start, &req);
|
||||
if (tsp) {
|
||||
delta = bpf_ktime_get_ns() - *tsp;
|
||||
bpf_printk("%d %x %d\n", req->__data_len,
|
||||
req->cmd_flags, delta / 1000);
|
||||
bpf_map_delete_elem(&start, &req);
|
||||
}
|
||||
return 0;
|
||||
}
|
||||
|
||||
char LICENSE[] SEC("license") = "GPL";
|
||||
@ -26,10 +26,10 @@ def hello(ctx: c_void_p) -> c_int32:
|
||||
ts = ktime()
|
||||
process_id = pid()
|
||||
strobj = "hellohellohello"
|
||||
dataobj.pid = process_id
|
||||
dataobj.ts = ts
|
||||
dataobj.pid = pid()
|
||||
dataobj.ts = ktime()
|
||||
# dataobj.comm = strobj
|
||||
print(f"clone called at {ts} by pid {process_id}, comm {strobj}")
|
||||
print(f"clone called at {dataobj.ts} by pid {dataobj.pid}, comm {strobj}")
|
||||
events.output(dataobj)
|
||||
return c_int32(0)
|
||||
|
||||
|
||||
@ -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, local_var_metadata=None):
|
||||
def bpf_ktime_get_ns_emitter(call, map_ptr, module, builder, func, local_sym_tab=None, struct_sym_tab=None, local_var_metadata=None):
|
||||
"""
|
||||
Emit LLVM IR for bpf_ktime_get_ns helper function call.
|
||||
"""
|
||||
@ -63,7 +63,7 @@ def bpf_map_lookup_elem_emitter(call, map_ptr, module, builder, func, local_sym_
|
||||
return result, ir.PointerType()
|
||||
|
||||
|
||||
def bpf_printk_emitter(call, map_ptr, module, builder, func, local_sym_tab=None, local_var_metadata=None):
|
||||
def bpf_printk_emitter(call, map_ptr, module, builder, func, local_sym_tab=None, struct_sym_tab=None, local_var_metadata=None):
|
||||
if not hasattr(func, "_fmt_counter"):
|
||||
func._fmt_counter = 0
|
||||
|
||||
@ -101,10 +101,42 @@ def bpf_printk_emitter(call, map_ptr, module, builder, func, local_sym_tab=None,
|
||||
else:
|
||||
raise NotImplementedError(
|
||||
"Only integer and pointer types are supported in formatted values.")
|
||||
print("Formatted value variable:", var_ptr, var_type)
|
||||
else:
|
||||
raise ValueError(
|
||||
f"Variable {value.value.id} not found in local symbol table.")
|
||||
elif isinstance(value.value, ast.Attribute):
|
||||
# object field access from struct
|
||||
if isinstance(value.value.value, ast.Name) and local_sym_tab and value.value.value.id in local_sym_tab:
|
||||
var_name = value.value.value.id
|
||||
field_name = value.value.attr
|
||||
if local_var_metadata and var_name in local_var_metadata:
|
||||
var_type = local_var_metadata[var_name]
|
||||
if var_type in struct_sym_tab:
|
||||
struct_info = struct_sym_tab[var_type]
|
||||
if field_name in struct_info.fields:
|
||||
field_type = struct_info.field_type(
|
||||
field_name)
|
||||
if isinstance(field_type, ir.IntType):
|
||||
fmt_parts.append("%lld")
|
||||
exprs.append(value.value)
|
||||
elif field_type == ir.PointerType(ir.IntType(8)):
|
||||
fmt_parts.append("%s")
|
||||
exprs.append(value.value)
|
||||
else:
|
||||
raise NotImplementedError(
|
||||
"Only integer and pointer types are supported in formatted values.")
|
||||
else:
|
||||
raise ValueError(
|
||||
f"Field {field_name} not found in struct {var_type}.")
|
||||
else:
|
||||
raise ValueError(
|
||||
f"Struct type {var_type} for variable {var_name} not found in struct symbol table.")
|
||||
else:
|
||||
raise ValueError(
|
||||
f"Metadata for variable {var_name} not found in local variable metadata.")
|
||||
else:
|
||||
raise ValueError(
|
||||
f"Variable {value.value.value.id} not found in local symbol table.")
|
||||
else:
|
||||
raise NotImplementedError(
|
||||
"Only simple variable names are supported in formatted values.")
|
||||
@ -119,12 +151,12 @@ def bpf_printk_emitter(call, map_ptr, module, builder, func, local_sym_tab=None,
|
||||
fmt_gvar = ir.GlobalVariable(
|
||||
module, ir.ArrayType(ir.IntType(8), len(fmt_str)), name=fmt_name)
|
||||
fmt_gvar.global_constant = True
|
||||
fmt_gvar.initializer = ir.Constant(
|
||||
fmt_gvar.initializer = ir.Constant( # type: ignore
|
||||
ir.ArrayType(ir.IntType(8), len(fmt_str)),
|
||||
bytearray(fmt_str.encode("utf8"))
|
||||
)
|
||||
fmt_gvar.linkage = "internal"
|
||||
fmt_gvar.align = 1
|
||||
fmt_gvar.align = 1 # type: ignore
|
||||
|
||||
fmt_ptr = builder.bitcast(fmt_gvar, ir.PointerType())
|
||||
|
||||
@ -136,8 +168,9 @@ def bpf_printk_emitter(call, map_ptr, module, builder, func, local_sym_tab=None,
|
||||
"Warning: bpf_printk supports up to 3 arguments, extra arguments will be ignored.")
|
||||
|
||||
for expr in exprs[:3]:
|
||||
print(f"{ast.dump(expr)}")
|
||||
val, _ = eval_expr(func, module, builder,
|
||||
expr, local_sym_tab, None)
|
||||
expr, local_sym_tab, None, struct_sym_tab, local_var_metadata)
|
||||
if val:
|
||||
if isinstance(val.type, ir.PointerType):
|
||||
val = builder.ptrtoint(val, ir.IntType(64))
|
||||
@ -339,7 +372,7 @@ def bpf_map_delete_elem_emitter(call, map_ptr, module, builder, func, local_sym_
|
||||
return result, None
|
||||
|
||||
|
||||
def bpf_get_current_pid_tgid_emitter(call, map_ptr, module, builder, func, local_sym_tab=None, local_var_metadata=None):
|
||||
def bpf_get_current_pid_tgid_emitter(call, map_ptr, module, builder, func, local_sym_tab=None, struct_sym_tab=None, local_var_metadata=None):
|
||||
"""
|
||||
Emit LLVM IR for bpf_get_current_pid_tgid helper function call.
|
||||
"""
|
||||
@ -375,7 +408,7 @@ def bpf_perf_event_output_handler(call, map_ptr, module, builder, func, local_sy
|
||||
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"])
|
||||
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.")
|
||||
@ -420,11 +453,12 @@ helper_func_list = {
|
||||
|
||||
|
||||
def handle_helper_call(call, module, builder, func, local_sym_tab=None, map_sym_tab=None, struct_sym_tab=None, local_var_metadata=None):
|
||||
print(local_var_metadata)
|
||||
if isinstance(call.func, ast.Name):
|
||||
func_name = call.func.id
|
||||
if func_name in helper_func_list:
|
||||
# it is not a map method call
|
||||
return helper_func_list[func_name](call, None, module, builder, func, local_sym_tab)
|
||||
return helper_func_list[func_name](call, None, module, builder, func, local_sym_tab, struct_sym_tab, local_var_metadata)
|
||||
else:
|
||||
raise NotImplementedError(
|
||||
f"Function {func_name} is not implemented as a helper function.")
|
||||
|
||||
@ -2,14 +2,15 @@ import ast
|
||||
from llvmlite import ir
|
||||
from .license_pass import license_processing
|
||||
from .functions_pass import func_proc
|
||||
from .maps_pass import maps_proc
|
||||
from .structs_pass import structs_proc
|
||||
from pythonbpf.maps import maps_proc
|
||||
from .structs.structs_pass import structs_proc
|
||||
from .globals_pass import globals_processing
|
||||
import os
|
||||
import subprocess
|
||||
import inspect
|
||||
from pathlib import Path
|
||||
from pylibbpf import BpfProgram
|
||||
import tempfile
|
||||
|
||||
|
||||
def find_bpf_chunks(tree):
|
||||
@ -122,14 +123,17 @@ def compile():
|
||||
|
||||
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))
|
||||
src = inspect.getsource(caller_frame.frame)
|
||||
with tempfile.NamedTemporaryFile(mode="w+", delete=True, suffix=".py") as f, \
|
||||
tempfile.NamedTemporaryFile(mode="w+", delete=True, suffix=".ll") as inter, \
|
||||
tempfile.NamedTemporaryFile(mode="w+", delete=False, suffix=".o") as obj_file:
|
||||
f.write(src)
|
||||
f.flush()
|
||||
source = f.name
|
||||
compile_to_ir(source, str(inter.name))
|
||||
subprocess.run([
|
||||
"llc", "-march=bpf", "-filetype=obj", "-O2",
|
||||
str(inter.name), "-o", str(obj_file.name)
|
||||
], check=True)
|
||||
|
||||
subprocess.run([
|
||||
"llc", "-march=bpf", "-filetype=obj", "-O2",
|
||||
str(ll_file), "-o", str(o_file)
|
||||
], check=True)
|
||||
|
||||
return BpfProgram(str(o_file))
|
||||
return BpfProgram(str(obj_file.name))
|
||||
|
||||
@ -4,6 +4,7 @@ from llvmlite import ir
|
||||
|
||||
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: {ast.dump(expr)}")
|
||||
print(local_var_metadata)
|
||||
if isinstance(expr, ast.Name):
|
||||
if expr.id in local_sym_tab:
|
||||
var = local_sym_tab[expr.id][0]
|
||||
@ -66,6 +67,23 @@ def eval_expr(func, module, builder, expr, local_sym_tab, map_sym_tab, structs_s
|
||||
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)
|
||||
elif isinstance(expr, ast.Attribute):
|
||||
if isinstance(expr.value, ast.Name):
|
||||
var_name = expr.value.id
|
||||
attr_name = expr.attr
|
||||
if var_name in local_sym_tab:
|
||||
var_ptr, var_type = local_sym_tab[var_name]
|
||||
print(f"Loading attribute "
|
||||
f"{attr_name} from variable {var_name}")
|
||||
print(f"Variable type: {var_type}, Variable ptr: {var_ptr}")
|
||||
print(local_var_metadata)
|
||||
if local_var_metadata and var_name in local_var_metadata:
|
||||
metadata = structs_sym_tab[local_var_metadata[var_name]]
|
||||
if attr_name in metadata.fields:
|
||||
gep = metadata.gep(builder, var_ptr, attr_name)
|
||||
val = builder.load(gep)
|
||||
field_type = metadata.field_type(attr_name)
|
||||
return val, field_type
|
||||
print("Unsupported expression evaluation")
|
||||
return None
|
||||
|
||||
@ -73,6 +91,7 @@ def eval_expr(func, module, builder, expr, local_sym_tab, map_sym_tab, structs_s
|
||||
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)}")
|
||||
print(local_var_metadata)
|
||||
call = expr.value
|
||||
if isinstance(call, ast.Call):
|
||||
eval_expr(func, module, builder, call, local_sym_tab,
|
||||
|
||||
@ -49,21 +49,17 @@ def handle_assign(func, module, builder, stmt, map_sym_tab, local_sym_tab, struc
|
||||
struct_type = local_var_metadata[var_name]
|
||||
struct_info = structs_sym_tab[struct_type]
|
||||
|
||||
if field_name in struct_info["fields"]:
|
||||
field_idx = struct_info["fields"][field_name]
|
||||
struct_ptr = local_sym_tab[var_name][0]
|
||||
field_ptr = builder.gep(
|
||||
struct_ptr, [ir.Constant(ir.IntType(32), 0),
|
||||
ir.Constant(ir.IntType(32), field_idx)],
|
||||
inbounds=True)
|
||||
if field_name in struct_info.fields:
|
||||
field_ptr = struct_info.gep(
|
||||
builder, local_sym_tab[var_name][0], field_name)
|
||||
val = eval_expr(func, module, builder, rval,
|
||||
local_sym_tab, map_sym_tab, structs_sym_tab)
|
||||
if isinstance(struct_info["field_types"][field_idx], ir.ArrayType) and val[1] == ir.PointerType(ir.IntType(8)):
|
||||
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}")
|
||||
# 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:
|
||||
print("Failed to evaluate struct field assignment")
|
||||
@ -138,7 +134,7 @@ def handle_assign(func, module, builder, stmt, map_sym_tab, local_sym_tab, struc
|
||||
print(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["type"]
|
||||
ir_type = struct_info.ir_type
|
||||
# var = builder.alloca(ir_type, name=var_name)
|
||||
# Null init
|
||||
builder.store(ir.Constant(ir_type, None),
|
||||
@ -282,6 +278,7 @@ def handle_if(func, module, builder, stmt, map_sym_tab, local_sym_tab, structs_s
|
||||
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):
|
||||
print(local_var_metadata)
|
||||
handle_expr(func, module, builder, stmt, local_sym_tab,
|
||||
map_sym_tab, structs_sym_tab, local_var_metadata)
|
||||
elif isinstance(stmt, ast.Assign):
|
||||
@ -363,7 +360,7 @@ def allocate_mem(module, builder, body, func, ret_type, map_sym_tab, local_sym_t
|
||||
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["type"]
|
||||
ir_type = struct_info.ir_type
|
||||
var = builder.alloca(ir_type, name=var_name)
|
||||
local_var_metadata[var_name] = call_type
|
||||
print(
|
||||
@ -547,6 +544,8 @@ def infer_return_type(func_node: ast.FunctionDef):
|
||||
return found_type or "None"
|
||||
|
||||
# For string assignment to fixed-size arrays
|
||||
|
||||
|
||||
def assign_string_to_array(builder, target_array_ptr, source_string_ptr, array_length):
|
||||
"""
|
||||
Copy a string (i8*) to a fixed-size array ([N x i8]*)
|
||||
@ -555,36 +554,39 @@ def assign_string_to_array(builder, target_array_ptr, source_string_ptr, array_l
|
||||
entry_block = builder.block
|
||||
copy_block = builder.append_basic_block("copy_char")
|
||||
end_block = builder.append_basic_block("copy_end")
|
||||
|
||||
|
||||
# Create loop counter
|
||||
i = builder.alloca(ir.IntType(32))
|
||||
builder.store(ir.Constant(ir.IntType(32), 0), i)
|
||||
|
||||
|
||||
# Start the loop
|
||||
builder.branch(copy_block)
|
||||
|
||||
|
||||
# Copy loop
|
||||
builder.position_at_end(copy_block)
|
||||
idx = builder.load(i)
|
||||
in_bounds = builder.icmp_unsigned('<', idx, ir.Constant(ir.IntType(32), array_length))
|
||||
in_bounds = builder.icmp_unsigned(
|
||||
'<', idx, ir.Constant(ir.IntType(32), array_length))
|
||||
builder.cbranch(in_bounds, copy_block, end_block)
|
||||
|
||||
|
||||
with builder.if_then(in_bounds):
|
||||
# Load character from source
|
||||
src_ptr = builder.gep(source_string_ptr, [idx])
|
||||
char = builder.load(src_ptr)
|
||||
|
||||
|
||||
# Store character in target
|
||||
dst_ptr = builder.gep(target_array_ptr, [ir.Constant(ir.IntType(32), 0), idx])
|
||||
dst_ptr = builder.gep(
|
||||
target_array_ptr, [ir.Constant(ir.IntType(32), 0), idx])
|
||||
builder.store(char, dst_ptr)
|
||||
|
||||
|
||||
# Increment counter
|
||||
next_idx = builder.add(idx, ir.Constant(ir.IntType(32), 1))
|
||||
builder.store(next_idx, i)
|
||||
|
||||
|
||||
builder.position_at_end(end_block)
|
||||
|
||||
|
||||
# Ensure null termination
|
||||
last_idx = ir.Constant(ir.IntType(32), array_length - 1)
|
||||
null_ptr = builder.gep(target_array_ptr, [ir.Constant(ir.IntType(32), 0), last_idx])
|
||||
null_ptr = builder.gep(
|
||||
target_array_ptr, [ir.Constant(ir.IntType(32), 0), last_idx])
|
||||
builder.store(ir.Constant(ir.IntType(8), 0), null_ptr)
|
||||
|
||||
2
pythonbpf/maps/__init__.py
Normal file
2
pythonbpf/maps/__init__.py
Normal file
@ -0,0 +1,2 @@
|
||||
from .maps import HashMap, PerfEventArray
|
||||
from .maps_pass import maps_proc
|
||||
@ -1,37 +1,37 @@
|
||||
import ast
|
||||
from llvmlite import ir
|
||||
from .type_deducer import ctypes_to_ir
|
||||
from . import dwarf_constants as dc
|
||||
from pythonbpf import dwarf_constants as dc
|
||||
from enum import Enum
|
||||
from .maps_utils import MapProcessorRegistry
|
||||
import logging
|
||||
|
||||
map_sym_tab = {}
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
def maps_proc(tree, module, chunks):
|
||||
""" Process all functions decorated with @map to find BPF maps """
|
||||
map_sym_tab = {}
|
||||
for func_node in chunks:
|
||||
# Check if this function is a map
|
||||
is_map = False
|
||||
for decorator in func_node.decorator_list:
|
||||
if isinstance(decorator, ast.Name) and decorator.id == "map":
|
||||
is_map = True
|
||||
break
|
||||
if is_map:
|
||||
if is_map(func_node):
|
||||
print(f"Found BPF map: {func_node.name}")
|
||||
process_bpf_map(func_node, module)
|
||||
continue
|
||||
map_sym_tab[func_node.name] = process_bpf_map(func_node, module)
|
||||
return map_sym_tab
|
||||
|
||||
|
||||
BPF_MAP_MAPPINGS = {
|
||||
"HASH": 1, # BPF_MAP_TYPE_HASH
|
||||
"PERF_EVENT_ARRAY": 4, # BPF_MAP_TYPE_PERF_EVENT_ARRAY
|
||||
}
|
||||
def is_map(func_node):
|
||||
return any(
|
||||
isinstance(decorator, ast.Name) and decorator.id == "map"
|
||||
for decorator in func_node.decorator_list
|
||||
)
|
||||
|
||||
|
||||
class BPFMapType(Enum):
|
||||
HASH = 1
|
||||
PERF_EVENT_ARRAY = 4
|
||||
|
||||
|
||||
def create_bpf_map(module, map_name, map_params):
|
||||
"""Create a BPF map in the module with the given parameters and debug info"""
|
||||
|
||||
map_type_str = map_params.get("type", "HASH")
|
||||
map_type = BPF_MAP_MAPPINGS.get(map_type_str)
|
||||
"""Create a BPF map in the module with given parameters and debug info"""
|
||||
|
||||
# Create the anonymous struct type for BPF map
|
||||
map_struct_type = ir.LiteralStructType(
|
||||
@ -42,15 +42,14 @@ def create_bpf_map(module, map_name, map_params):
|
||||
map_global.linkage = 'dso_local'
|
||||
map_global.global_constant = False
|
||||
map_global.initializer = ir.Constant(
|
||||
map_struct_type, None) # type: ignore
|
||||
map_struct_type, None)
|
||||
map_global.section = ".maps"
|
||||
map_global.align = 8 # type: ignore
|
||||
map_global.align = 8
|
||||
|
||||
# Generate debug info for BTF
|
||||
create_map_debug_info(module, map_global, map_name, map_params)
|
||||
|
||||
print(f"Created BPF map: {map_name}")
|
||||
map_sym_tab[map_name] = map_global
|
||||
logger.info(f"Created BPF map: {map_name} with params {map_params}")
|
||||
return map_global
|
||||
|
||||
|
||||
@ -75,7 +74,7 @@ def create_map_debug_info(module, map_global, map_name, map_params):
|
||||
|
||||
# Create array type for map type field (array of 1 unsigned int)
|
||||
array_subrange = module.add_debug_info(
|
||||
"DISubrange", {"count": BPF_MAP_MAPPINGS[map_params.get("type", "HASH")]})
|
||||
"DISubrange", {"count": map_params.get("type", BPFMapType.HASH).value})
|
||||
array_type = module.add_debug_info("DICompositeType", {
|
||||
"tag": dc.DW_TAG_array_type,
|
||||
"baseType": uint_type,
|
||||
@ -183,9 +182,11 @@ def create_map_debug_info(module, map_global, map_name, map_params):
|
||||
return global_var_expr
|
||||
|
||||
|
||||
@MapProcessorRegistry.register("HashMap")
|
||||
def process_hash_map(map_name, rval, module):
|
||||
print(f"Creating HashMap map: {map_name}")
|
||||
map_params: dict[str, object] = {"type": "HASH"}
|
||||
"""Process a BPF_HASH map declaration"""
|
||||
logger.info(f"Processing HashMap: {map_name}")
|
||||
map_params = {"type": BPFMapType.HASH}
|
||||
|
||||
# Assuming order: key_type, value_type, max_entries
|
||||
if len(rval.args) >= 1 and isinstance(rval.args[0], ast.Name):
|
||||
@ -202,18 +203,21 @@ def process_hash_map(map_name, rval, module):
|
||||
map_params["key"] = keyword.value.id
|
||||
elif keyword.arg == "value" and isinstance(keyword.value, ast.Name):
|
||||
map_params["value"] = keyword.value.id
|
||||
elif keyword.arg == "max_entries" and isinstance(keyword.value, ast.Constant):
|
||||
elif (keyword.arg == "max_entries" and
|
||||
isinstance(keyword.value, ast.Constant)):
|
||||
const_val = keyword.value.value
|
||||
if isinstance(const_val, (int, str)):
|
||||
map_params["max_entries"] = const_val
|
||||
|
||||
print(f"Map parameters: {map_params}")
|
||||
logger.info(f"Map parameters: {map_params}")
|
||||
return create_bpf_map(module, map_name, map_params)
|
||||
|
||||
|
||||
@MapProcessorRegistry.register("PerfEventArray")
|
||||
def process_perf_event_map(map_name, rval, module):
|
||||
print(f"Creating PerfEventArray map: {map_name}")
|
||||
map_params = {"type": "PERF_EVENT_ARRAY"}
|
||||
"""Process a BPF_PERF_EVENT_ARRAY map declaration"""
|
||||
logger.info(f"Processing PerfEventArray: {map_name}")
|
||||
map_params = {"type": BPFMapType.PERF_EVENT_ARRAY}
|
||||
|
||||
if len(rval.args) >= 1 and isinstance(rval.args[0], ast.Name):
|
||||
map_params["key_size"] = rval.args[0].id
|
||||
@ -223,21 +227,18 @@ def process_perf_event_map(map_name, rval, module):
|
||||
for keyword in rval.keywords:
|
||||
if keyword.arg == "key_size" and isinstance(keyword.value, ast.Name):
|
||||
map_params["key_size"] = keyword.value.id
|
||||
elif keyword.arg == "value_size" and isinstance(keyword.value, ast.Name):
|
||||
elif (keyword.arg == "value_size" and
|
||||
isinstance(keyword.value, ast.Name)):
|
||||
map_params["value_size"] = keyword.value.id
|
||||
|
||||
print(f"Map parameters: {map_params}")
|
||||
logger.info(f"Map parameters: {map_params}")
|
||||
return create_bpf_map(module, map_name, map_params)
|
||||
|
||||
|
||||
def process_bpf_map(func_node, module):
|
||||
"""Process a BPF map (a function decorated with @map)"""
|
||||
map_name = func_node.name
|
||||
print(f"Processing BPF map: {map_name}")
|
||||
|
||||
BPF_MAP_TYPES = {"HashMap": process_hash_map, # BPF_MAP_TYPE_HASH
|
||||
"PerfEventArray": process_perf_event_map, # BPF_MAP_TYPE_PERF_EVENT_ARRAY
|
||||
}
|
||||
logger.info(f"Processing BPF map: {map_name}")
|
||||
|
||||
# For now, assume single return statement
|
||||
return_stmt = None
|
||||
@ -250,13 +251,13 @@ def process_bpf_map(func_node, module):
|
||||
|
||||
rval = return_stmt.value
|
||||
|
||||
# Handle only HashMap maps
|
||||
if isinstance(rval, ast.Call) and isinstance(rval.func, ast.Name):
|
||||
if rval.func.id in BPF_MAP_TYPES:
|
||||
handler = BPF_MAP_TYPES[rval.func.id]
|
||||
handler(map_name, rval, module)
|
||||
handler = MapProcessorRegistry.get_processor(rval.func.id)
|
||||
if handler:
|
||||
return handler(map_name, rval, module)
|
||||
else:
|
||||
print(f"Unknown map type {rval.func.id}, defaulting to HashMap")
|
||||
process_hash_map(map_name, rval, module)
|
||||
logger.warning(f"Unknown map type "
|
||||
f"{rval.func.id}, defaulting to HashMap")
|
||||
return process_hash_map(map_name, rval, module)
|
||||
else:
|
||||
raise ValueError("Function under @map must return a map")
|
||||
16
pythonbpf/maps/maps_utils.py
Normal file
16
pythonbpf/maps/maps_utils.py
Normal file
@ -0,0 +1,16 @@
|
||||
class MapProcessorRegistry:
|
||||
"""Registry for map processor functions"""
|
||||
_processors = {}
|
||||
|
||||
@classmethod
|
||||
def register(cls, map_type_name):
|
||||
"""Decorator to register a processor function for a map type"""
|
||||
def decorator(func):
|
||||
cls._processors[map_type_name] = func
|
||||
return func
|
||||
return decorator
|
||||
|
||||
@classmethod
|
||||
def get_processor(cls, map_type_name):
|
||||
"""Get the processor function for a map type"""
|
||||
return cls._processors.get(map_type_name)
|
||||
31
pythonbpf/structs/struct_type.py
Normal file
31
pythonbpf/structs/struct_type.py
Normal file
@ -0,0 +1,31 @@
|
||||
from llvmlite import ir
|
||||
|
||||
|
||||
class StructType:
|
||||
def __init__(self, ir_type, fields, size):
|
||||
self.ir_type = ir_type
|
||||
self.fields = fields
|
||||
self.size = size
|
||||
|
||||
def field_idx(self, field_name):
|
||||
return list(self.fields.keys()).index(field_name)
|
||||
|
||||
def field_type(self, field_name):
|
||||
return self.fields[field_name]
|
||||
|
||||
def gep(self, builder, ptr, field_name):
|
||||
idx = self.field_idx(field_name)
|
||||
return builder.gep(ptr, [ir.Constant(ir.IntType(32), 0),
|
||||
ir.Constant(ir.IntType(32), idx)],
|
||||
inbounds=True)
|
||||
|
||||
def field_size(self, field_name):
|
||||
fld = self.fields[field_name]
|
||||
if isinstance(fld, ir.ArrayType):
|
||||
return fld.count * (fld.element.width // 8)
|
||||
elif isinstance(fld, ir.IntType):
|
||||
return fld.width // 8
|
||||
elif isinstance(fld, ir.PointerType):
|
||||
return 8
|
||||
|
||||
raise TypeError(f"Unsupported field type: {fld}")
|
||||
97
pythonbpf/structs/structs_pass.py
Normal file
97
pythonbpf/structs/structs_pass.py
Normal file
@ -0,0 +1,97 @@
|
||||
import ast
|
||||
import logging
|
||||
from llvmlite import ir
|
||||
from pythonbpf.type_deducer import ctypes_to_ir
|
||||
from .struct_type import StructType
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
# TODO: Shall we allow the following syntax:
|
||||
# struct MyStruct:
|
||||
# field1: int
|
||||
# field2: str(32)
|
||||
# Where int is mapped to c_uint64?
|
||||
# Shall we just int64, int32 and uint32 similarly?
|
||||
|
||||
|
||||
def structs_proc(tree, module, chunks):
|
||||
""" Process all class definitions to find BPF structs """
|
||||
structs_sym_tab = {}
|
||||
for cls_node in chunks:
|
||||
if is_bpf_struct(cls_node):
|
||||
print(f"Found BPF struct: {cls_node.name}")
|
||||
struct_info = process_bpf_struct(cls_node, module)
|
||||
structs_sym_tab[cls_node.name] = struct_info
|
||||
return structs_sym_tab
|
||||
|
||||
|
||||
def is_bpf_struct(cls_node):
|
||||
return any(
|
||||
isinstance(decorator, ast.Name) and decorator.id == "struct"
|
||||
for decorator in cls_node.decorator_list
|
||||
)
|
||||
|
||||
|
||||
def process_bpf_struct(cls_node, module):
|
||||
""" Process a single BPF struct definition """
|
||||
|
||||
fields = parse_struct_fields(cls_node)
|
||||
field_types = list(fields.values())
|
||||
total_size = calc_struct_size(field_types)
|
||||
struct_type = ir.LiteralStructType(field_types)
|
||||
logger.info(f"Created struct {cls_node.name} with fields {fields.keys()}")
|
||||
return StructType(struct_type, fields, total_size)
|
||||
|
||||
|
||||
def parse_struct_fields(cls_node):
|
||||
""" Parse fields of a struct class node """
|
||||
fields = {}
|
||||
|
||||
for item in cls_node.body:
|
||||
if isinstance(item, ast.AnnAssign) and \
|
||||
isinstance(item.target, ast.Name):
|
||||
fields[item.target.id] = get_type_from_ann(item.annotation)
|
||||
else:
|
||||
logger.error(f"Unsupported struct field: {ast.dump(item)}")
|
||||
raise TypeError(f"Unsupported field in {ast.dump(cls_node)}")
|
||||
return fields
|
||||
|
||||
|
||||
def get_type_from_ann(annotation):
|
||||
""" Convert an AST annotation node to an LLVM IR type for struct fields"""
|
||||
if isinstance(annotation, ast.Call) and \
|
||||
isinstance(annotation.func, ast.Name):
|
||||
if annotation.func.id == "str":
|
||||
# Char array
|
||||
# Assumes constant integer argument
|
||||
length = annotation.args[0].value
|
||||
return ir.ArrayType(ir.IntType(8), length)
|
||||
elif isinstance(annotation, ast.Name):
|
||||
# Int type, written as c_int64, c_uint32, etc.
|
||||
return ctypes_to_ir(annotation.id)
|
||||
|
||||
raise TypeError(f"Unsupported annotation type: {ast.dump(annotation)}")
|
||||
|
||||
|
||||
def calc_struct_size(field_types):
|
||||
""" Calculate total size of the struct with alignment and padding """
|
||||
curr_offset = 0
|
||||
for ftype in field_types:
|
||||
if isinstance(ftype, ir.IntType):
|
||||
fsize = ftype.width // 8
|
||||
alignment = fsize
|
||||
elif isinstance(ftype, ir.ArrayType):
|
||||
fsize = ftype.count * (ftype.element.width // 8)
|
||||
alignment = ftype.element.width // 8
|
||||
elif isinstance(ftype, ir.PointerType):
|
||||
# We won't encounter this rn, but for the future
|
||||
fsize = 8
|
||||
alignment = 8
|
||||
else:
|
||||
raise TypeError(f"Unsupported field type: {ftype}")
|
||||
|
||||
padding = (alignment - (curr_offset % alignment)) % alignment
|
||||
curr_offset += padding + fsize
|
||||
|
||||
final_padding = (8 - (curr_offset % 8)) % 8
|
||||
return curr_offset + final_padding
|
||||
@ -1,69 +0,0 @@
|
||||
import ast
|
||||
from llvmlite import ir
|
||||
from .type_deducer import ctypes_to_ir
|
||||
from . import dwarf_constants as dc
|
||||
|
||||
structs_sym_tab = {}
|
||||
|
||||
|
||||
def structs_proc(tree, module, chunks):
|
||||
for cls_node in chunks:
|
||||
# Check if this class is a struct
|
||||
is_struct = False
|
||||
for decorator in cls_node.decorator_list:
|
||||
if isinstance(decorator, ast.Name) and decorator.id == "struct":
|
||||
is_struct = True
|
||||
break
|
||||
if is_struct:
|
||||
print(f"Found BPF struct: {cls_node.name}")
|
||||
process_bpf_struct(cls_node, module)
|
||||
continue
|
||||
return structs_sym_tab
|
||||
|
||||
|
||||
def process_bpf_struct(cls_node, module):
|
||||
struct_name = cls_node.name
|
||||
field_names = []
|
||||
field_types = []
|
||||
|
||||
for item in cls_node.body:
|
||||
if isinstance(item, ast.AnnAssign) and isinstance(item.target, ast.Name):
|
||||
print(f"Field: {item.target.id}, Type: "
|
||||
f"{ast.dump(item.annotation)}")
|
||||
field_names.append(item.target.id)
|
||||
if isinstance(item.annotation, ast.Call) and isinstance(item.annotation.func, ast.Name) and item.annotation.func.id == "str":
|
||||
# This is a char array with fixed length
|
||||
# TODO: For now assuming str is always called with constant
|
||||
field_types.append(ir.ArrayType(
|
||||
ir.IntType(8), item.annotation.args[0].value))
|
||||
else:
|
||||
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.ArrayType):
|
||||
fsize = ftype.count * (ftype.element.width // 8)
|
||||
alignment = ftype.element.width // 8
|
||||
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)},
|
||||
"size": total_size,
|
||||
"field_types": field_types,
|
||||
}
|
||||
print(f"Created struct {struct_name} with fields {field_names}")
|
||||
Reference in New Issue
Block a user