/
python_spy.rs
610 lines (534 loc) · 27.1 KB
/
python_spy.rs
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use std;
use std::mem::size_of;
use std::slice;
use std::path::Path;
use failure::{Error, ResultExt};
use read_process_memory::{Pid, TryIntoProcessHandle, copy_address, ProcessHandle};
use proc_maps::{get_process_maps, MapRange};
use python_bindings::{v2_7_15, v3_3_7, v3_5_5, v3_6_6, v3_7_0};
use python_interpreters;
use stack_trace::{StackTrace, get_stack_traces};
use binary_parser::{parse_binary, BinaryInfo};
use utils::{copy_struct, copy_pointer, get_process_exe};
use python_interpreters::{InterpreterState, ThreadState};
#[derive(Debug)]
pub struct PythonSpy {
pub pid: Pid,
pub process: ProcessHandle,
pub version: Version,
pub interpreter_address: usize,
pub threadstate_address: usize,
pub python_filename: String,
pub python_install_path: String,
pub version_string: String
}
impl PythonSpy {
pub fn new(pid: Pid) -> Result<PythonSpy, Error> {
// get basic process information (memory maps/symbols etc)
let python_info = PythonProcessInfo::new(pid)?;
let process = pid.try_into_process_handle().context("Failed to open target process")?;
let version = get_python_version(&python_info, process)?;
info!("python version {} detected", version);
let interpreter_address = get_interpreter_address(&python_info, process, &version)?;
info!("Found interpreter at 0x{:016x}", interpreter_address);
// lets us figure out which thread has the GIL
let threadstate_address = match python_info.get_symbol("_PyThreadState_Current") {
Some(&addr) => {
info!("Found _PyThreadState_Current @ 0x{:016x}", addr);
addr as usize
},
None => {
warn!("Failed to find _PyThreadState_Current symbol - won't be able to detect GIL usage");
0
}
};
// Figure out the base path of the python install
let python_install_path = {
let mut python_path = Path::new(&python_info.python_filename);
if let Some(parent) = python_path.parent() {
python_path = parent;
if python_path.to_str().unwrap().ends_with("/bin") {
if let Some(parent) = python_path.parent() {
python_path = parent;
}
}
}
python_path.to_str().unwrap().to_string()
};
let version_string = format!("python{}.{}", version.major, version.minor);
Ok(PythonSpy{pid, process, version, interpreter_address, threadstate_address,
python_filename: python_info.python_filename,
python_install_path,
version_string})
}
/// Creates a PythonSpy object, retrying up to max_retries times
/// mainly useful for the case where the process is just started and
/// symbols/python interpreter might not be loaded yet
pub fn retry_new(pid: Pid, max_retries:u64) -> Result<PythonSpy, Error> {
let mut retries = 0;
loop {
let err = match PythonSpy::new(pid) {
Ok(process) => {
// verify that we can load a stack trace before returning success
match process.get_stack_traces() {
Ok(_) => return Ok(process),
Err(err) => err
}
},
Err(err) => err
};
// If we failed, retry a couple times before returning the last error
retries += 1;
if retries >= max_retries {
return Err(err);
}
info!("Failed to connect to process, retrying. Error: {}", err);
std::thread::sleep(std::time::Duration::from_millis(20));
}
}
/// Gets a StackTrace for each thread in the current process
pub fn get_stack_traces(&self) -> Result<Vec<StackTrace>, Error> {
match self.version {
// Currently 3.7.x and 3.8.0a0 have the same ABI, but this might change
// as 3.8 evolvess
Version{major: 3, minor: 8, ..} => self._get_stack_traces::<v3_7_0::_is>(),
Version{major: 3, minor: 7, ..} => self._get_stack_traces::<v3_7_0::_is>(),
Version{major: 3, minor: 6, ..} => self._get_stack_traces::<v3_6_6::_is>(),
// ABI for 3.4 and 3.5 is the same for our purposes
Version{major: 3, minor: 5, ..} => self._get_stack_traces::<v3_5_5::_is>(),
Version{major: 3, minor: 4, ..} => self._get_stack_traces::<v3_5_5::_is>(),
Version{major: 3, minor: 3, ..} => self._get_stack_traces::<v3_3_7::_is>(),
// ABI for 2.3/2.4/2.5/2.6/2.7 is also compatible
Version{major: 2, minor: 3...7, ..} => self._get_stack_traces::<v2_7_15::_is>(),
_ => Err(format_err!("Unsupported version of Python: {}", self.version)),
}
}
// implementation of get_stack_traces, where we have a type for the InterpreterState
fn _get_stack_traces<I: InterpreterState>(&self) -> Result<Vec<StackTrace>, Error> {
// figure out what thread has the GIL by inspecting _PyThreadState_Current
let mut gil_thread_id = 0;
if self.threadstate_address > 0 {
let addr: usize = copy_struct(self.threadstate_address, &self.process)?;
if addr != 0 {
let threadstate: I::ThreadState = copy_struct(addr, &self.process)?;
gil_thread_id = threadstate.thread_id();
}
}
// Get the stack traces for each thread
let interp: I = copy_struct(self.interpreter_address, &self.process)
.context("Failed to copy PyInterpreterState from process")?;
let mut traces = get_stack_traces(&interp, &self.process)?;
// annotate traces to indicate which thread is holding the gil (if any),
// and to provide a shortened filename
for trace in &mut traces {
if trace.thread_id == gil_thread_id {
trace.owns_gil = true;
}
for frame in &mut trace.frames {
frame.short_filename = Some(self.shorten_filename(&frame.filename).to_owned());
}
}
Ok(traces)
}
/// We want to display filenames without the boilerplate of the python installation
/// directory etc. This strips off common prefixes from python library code.
pub fn shorten_filename<'a>(&self, filename: &'a str) -> &'a str {
if filename.starts_with(&self.python_install_path) {
let mut filename = &filename[self.python_install_path.len() + 1..];
if filename.starts_with("lib") {
filename = &filename[4..];
if filename.starts_with(&self.version_string) {
filename = &filename[self.version_string.len() + 1..];
}
if filename.starts_with("site-packages") {
filename = &filename[14..];
}
}
filename
} else {
filename
}
}
}
/// Returns the version of python running in the process.
fn get_python_version(python_info: &PythonProcessInfo, process: ProcessHandle)
-> Result<Version, Error> {
// If possible, grab the sys.version string from the processes memory (mac osx).
if let Some(&addr) = python_info.get_symbol("Py_GetVersion.version") {
info!("Getting version from symbol address");
return Ok(Version::scan_bytes(©_address(addr as usize, 128, &process)?)?);
}
// otherwise get version info from scanning BSS section for sys.version string
info!("Getting version from python binary BSS");
let bss = copy_address(python_info.python_binary.bss_addr as usize,
python_info.python_binary.bss_size as usize, &process)?;
match Version::scan_bytes(&bss) {
Ok(version) => return Ok(version),
Err(err) => {
info!("Failed to get version from BSS section: {}", err);
// try again if there is a libpython.so
if let Some(ref libpython) = python_info.libpython_binary {
info!("Getting version from libpython BSS");
let bss = copy_address(libpython.bss_addr as usize,
libpython.bss_size as usize, &process)?;
match Version::scan_bytes(&bss) {
Ok(version) => return Ok(version),
Err(err) => info!("Failed to get version from libpython BSS section: {}", err)
}
}
}
}
// the python_filename might have the version encoded in it (/usr/bin/python3.5 etc).
// try reading that in (will miss patch level on python, but that shouldn't matter)
info!("Trying to get version from path: {}", python_info.python_filename);
let path = std::path::Path::new(&python_info.python_filename);
if let Some(python) = path.file_name() {
if let Some(python) = python.to_str() {
if python.starts_with("python") {
let tokens: Vec<&str> = python[6..].split('.').collect();
if tokens.len() >= 2 {
if let (Ok(major), Ok(minor)) = (tokens[0].parse::<u64>(), tokens[1].parse::<u64>()) {
return Ok(Version{major, minor, patch:0, release_flags: "".to_owned()})
}
}
}
}
}
Err(format_err!("Failed to find python version from target process"))
}
fn get_interpreter_address(python_info: &PythonProcessInfo,
process: ProcessHandle,
version: &Version) -> Result<usize, Error> {
// get the address of the main PyInterpreterState object from loaded symbols if we can
// (this tends to be faster than scanning through the bss section)
match version {
Version{major: 3, minor: 7, ..} => {
if let Some(&addr) = python_info.get_symbol("_PyRuntime") {
// TODO: we actually want _PyRuntime.interpeters.head, and probably should
// generate bindings for the pyruntime object rather than hardcode the offset (24) here
return Ok(copy_struct((addr + 24) as usize, &process)?);
}
},
_ => {
if let Some(&addr) = python_info.get_symbol("interp_head") {
return Ok(copy_struct(addr as usize, &process)
.context("Failed to copy PyInterpreterState location from process")?);
}
}
};
info!("Failed to get interp_head from symbols, scanning BSS section from main binary");
// try scanning the BSS section of the binary for things that might be the interpreterstate
match get_interpreter_address_from_binary(&python_info.python_binary, &python_info.maps, process, version) {
Ok(addr) => Ok(addr),
// Before giving up, try again if there is a libpython.so
Err(err) => {
info!("Failed to get interpreter from binary BSS, scanning libpython BSS");
match python_info.libpython_binary {
Some(ref libpython) => {
Ok(get_interpreter_address_from_binary(libpython, &python_info.maps, process, version)?)
},
None => Err(err)
}
}
}
}
fn get_interpreter_address_from_binary(binary: &BinaryInfo,
maps: &[MapRange],
process: ProcessHandle,
version: &Version) -> Result<usize, Error> {
// different versions have different layouts, check as appropiate
match version {
Version{major: 3, minor: 8, ..} => check_addresses::<v3_7_0::_is>(binary, maps, process),
Version{major: 3, minor: 7, ..} => check_addresses::<v3_7_0::_is>(binary, maps, process),
Version{major: 3, minor: 6, ..} => check_addresses::<v3_6_6::_is>(binary, maps, process),
Version{major: 3, minor: 5, ..} => check_addresses::<v3_5_5::_is>(binary, maps, process),
Version{major: 3, minor: 4, ..} => check_addresses::<v3_5_5::_is>(binary, maps, process),
Version{major: 3, minor: 3, ..} => check_addresses::<v3_3_7::_is>(binary, maps, process),
Version{major: 2, minor: 3...7, ..} => check_addresses::<v2_7_15::_is>(binary, maps, process),
_ => Err(format_err!("Unsupported version of Python: {}", version))
}
}
// Checks whether a block of memory (from BSS/.data etc) contains pointers that are pointing
// to a valid PyInterpreterState
fn check_addresses<I>(binary: &BinaryInfo,
maps: &[MapRange],
process: ProcessHandle) -> Result<usize, Error>
where I: python_interpreters::InterpreterState {
// On windows, we can't just check if a pointer is valid by looking to see if it points
// to something in the virtual memory map. Brute-force it instead
#[cfg(windows)]
fn maps_contain_addr(_: usize, _: &[MapRange]) -> bool { true }
#[cfg(not(windows))]
use proc_maps::maps_contain_addr;
// We're going to scan the BSS/data section for things, and try to narrowly scan things that
// look like pointers to PyinterpreterState
let bss = copy_address(binary.bss_addr as usize, binary.bss_size as usize, &process)?;
#[cfg_attr(feature = "cargo-clippy", allow(cast_ptr_alignment))]
let addrs = unsafe { slice::from_raw_parts(bss.as_ptr() as *const usize, bss.len() / size_of::<usize>()) };
for &addr in addrs {
if maps_contain_addr(addr, maps) {
// this address points to valid memory. try loading it up as a PyInterpreterState
// to further check
let interp: I = match copy_struct(addr, &process) {
Ok(interp) => interp,
Err(_) => continue
};
// get the pythreadstate pointer from the interpreter object, and if it is also
// a valid pointer then load it up.
let threads = interp.head();
if maps_contain_addr(threads as usize, maps) {
// If the threadstate points back to the interpreter like we expect, then
// this is almost certainly the address of the intrepreter
let thread = match copy_pointer(threads, &process) {
Ok(thread) => thread,
Err(_) => continue
};
// as a final sanity check, try getting the stack_traces, and only return if this works
if thread.interp() as usize == addr && get_stack_traces(&interp, &process).is_ok() {
return Ok(addr);
}
}
}
}
Err(format_err!("Failed to find a python interpreter in the .data section"))
}
/// Holds information about the python process: memory map layout, parsed binary info
/// for python /libpython etc.
pub struct PythonProcessInfo {
python_binary: BinaryInfo,
// if python was compiled with './configure --enabled-shared', code/symbols will
// be in a libpython.so file instead of the executable. support that.
libpython_binary: Option<BinaryInfo>,
maps: Vec<MapRange>,
python_filename: String,
}
impl PythonProcessInfo {
fn new(pid: Pid) -> Result<PythonProcessInfo, Error> {
// Get the executable filename for the process
let filename = get_process_exe(pid)
.context("Failed to get process executable name. Check that the process is running.")?;
info!("Found process binary @ '{}'", filename);
#[cfg(windows)]
let filename = filename.to_lowercase();
#[cfg(windows)]
let is_python_bin = |pathname: &str| pathname.to_lowercase() == filename;
#[cfg(not(windows))]
let is_python_bin = |pathname: &str| pathname == filename;
// get virtual memory layout
let maps = get_process_maps(pid)?;
info!("Got virtual memory maps from pid {}:", pid);
for map in &maps {
info!("map: {:016x}-{:016x} {}{}{} {}", map.start(), map.start() + map.size(),
if map.is_read() {'r'} else {'-'}, if map.is_write() {'w'} else {'-'}, if map.is_exec() {'x'} else {'-'},
map.filename().as_ref().unwrap_or(&"".to_owned()));
}
// parse the main python binary
let (python_binary, python_filename) = {
// Get the memory address for the executable by matching against virtual memory maps
let map = maps.iter()
.find(|m| if let Some(pathname) = &m.filename() {
is_python_bin(pathname) && m.is_exec()
} else {
false
}).ok_or_else(|| format_err!("Couldn't find binary in virtual memory maps"))?;
// TODO: consistent types? u64 -> usize? for map.start etc
let mut python_binary = parse_binary(&filename, map.start() as u64)?;
// windows symbols are stored in separate files (.pdb), load
#[cfg(windows)]
python_binary.symbols.extend(get_windows_python_symbols(pid, &filename, map.start() as u64)?);
// For OSX, need to adjust main binary symbols by substracting _mh_execute_header
// (which we've added to by map.start already, so undo that here)
#[cfg(target_os = "macos")]
{
let offset = python_binary.symbols["_mh_execute_header"] - map.start() as u64;
for address in python_binary.symbols.values_mut() {
*address -= offset;
}
if python_binary.bss_addr != 0 {
python_binary.bss_addr -= offset;
}
}
(python_binary, filename.clone())
};
// likewise handle libpython for python versions compiled with --enabled-shared
let libpython_binary = {
#[cfg(target_os="linux")]
let is_python_lib = |pathname: &str| pathname.contains("lib/libpython") ||
pathname.contains("lib64/libpython");
#[cfg(target_os="macos")]
let is_python_lib = |pathname: &str|
pathname.contains("lib/libpython") || is_python_framework(pathname);
#[cfg(windows)]
let is_python_lib = |pathname: &str| {
use regex::Regex;
lazy_static! {
static ref RE: Regex = Regex::new(r"\\python\d\d.dll$").unwrap();
}
RE.is_match(pathname)
};
let libmap = maps.iter()
.find(|m| if let Some(ref pathname) = &m.filename() {
is_python_lib(pathname) && m.is_exec()
} else {
false
});
let mut libpython_binary: Option<BinaryInfo> = None;
if let Some(libpython) = libmap {
if let Some(filename) = &libpython.filename() {
info!("Found libpython binary @ {}", filename);
let mut parsed = parse_binary(filename, libpython.start() as u64)?;
#[cfg(windows)]
parsed.symbols.extend(get_windows_python_symbols(pid, filename, libpython.start() as u64)?);
libpython_binary = Some(parsed);
}
}
// On OSX, it's possible that the Python library is a dylib loaded up from the system
// framework (like /System/Library/Frameworks/Python.framework/Versions/2.7/Python)
// In this case read in the dyld_info information and figure out the filename from there
#[cfg(target_os = "macos")]
{
if libpython_binary.is_none() {
use proc_maps::mac_maps::get_dyld_info;
let dyld_infos = get_dyld_info(pid)?;
for dyld in &dyld_infos {
let segname = unsafe { std::ffi::CStr::from_ptr(dyld.segment.segname.as_ptr()) };
info!("dyld: {:016x}-{:016x} {:10} {}",
dyld.segment.vmaddr, dyld.segment.vmaddr + dyld.segment.vmsize,
segname.to_string_lossy(), dyld.filename);
}
let python_dyld_data = dyld_infos.iter()
.find(|m| is_python_framework(&m.filename) &&
m.segment.segname[0..7] == [95, 95, 68, 65, 84, 65, 0]);
if let Some(libpython) = python_dyld_data {
info!("Found libpython binary from dyld @ {}", libpython.filename);
let mut binary = parse_binary(&libpython.filename, libpython.segment.vmaddr)?;
// TODO: bss addr offsets returned from parsing binary are wrong
// (assumes data section isn't split from text section like done here).
// BSS occurs somewhere in the data section, just scan that
// (could later tighten this up to look at segment sections too)
binary.bss_addr = libpython.segment.vmaddr;
binary.bss_size = libpython.segment.vmsize;
libpython_binary = Some(binary);
}
}
}
libpython_binary
};
Ok(PythonProcessInfo{python_binary, libpython_binary, maps, python_filename})
}
pub fn get_symbol(&self, symbol: &str) -> Option<&u64> {
if let Some(addr) = self.python_binary.symbols.get(symbol) {
return Some(addr);
}
match self.libpython_binary {
Some(ref binary) => binary.symbols.get(symbol),
None => None
}
}
}
// We can't use goblin to parse external symbol files (like in a separate .pdb file) on windows,
// So use the win32 api to load up the couple of symbols we need on windows. Note:
// we still can get export's from the PE file
#[cfg(windows)]
use std::collections::HashMap;
#[cfg(windows)]
pub fn get_windows_python_symbols(pid: Pid, filename: &str, offset: u64) -> std::io::Result<HashMap<String, u64>> {
use proc_maps::win_maps::SymbolLoader;
let handler = SymbolLoader::new(pid)?;
let _module = handler.load_module(filename)?; // need to keep this module in scope
let mut ret = HashMap::new();
// currently we only need a subset of symbols, and enumerating the symbols is
// expensive (via SymEnumSymbolsW), so rather than load up all symbols like we
// do for goblin, just load the the couple we need directly.
for symbol in ["_PyThreadState_Current", "interp_head", "_PyRuntime"].iter() {
if let Ok((base, addr)) = handler.address_from_name(symbol) {
// If we have a module base (ie from PDB), need to adjust by the offset
// otherwise seems like we can take address directly
let addr = if base == 0 { addr } else { offset + addr - base };
ret.insert(String::from(*symbol), addr);
}
}
Ok(ret)
}
#[cfg(target_os="macos")]
pub fn is_python_framework(pathname: &str) -> bool {
pathname.ends_with("/Python") &&
pathname.contains("/Python.framework/") &&
!pathname.contains("Python.app")
}
#[derive(Debug, PartialEq, Eq)]
pub struct Version {
pub major: u64,
pub minor: u64,
pub patch: u64,
pub release_flags: String
}
impl Version {
pub fn scan_bytes(data: &[u8]) -> Result<Version, Error> {
use regex::bytes::Regex;
lazy_static! {
static ref RE: Regex = Regex::new(r"((2|3)\.(3|4|5|6|7|8)\.(\d{1,2}))((a|b|c|rc)\d{1,2})? (.{1,64})").unwrap();
}
if let Some(cap) = RE.captures_iter(data).next() {
let release = match cap.get(5) {
Some(x) => { std::str::from_utf8(x.as_bytes())? },
None => ""
};
let major = std::str::from_utf8(&cap[2])?.parse::<u64>()?;
let minor = std::str::from_utf8(&cap[3])?.parse::<u64>()?;
let patch = std::str::from_utf8(&cap[4])?.parse::<u64>()?;
let version = std::str::from_utf8(&cap[0])?;
info!("Found matching version string '{}'", version);
#[cfg(windows)]
{
if version.contains("32 bit") {
error!("32-bit python is not yet supported on windows! See https://github.com/benfred/py-spy/issues/31 for updates");
// we're panic'ing rather than returning an error, since we can't recover from this
// and returning an error would just get the calling code to fall back to other
// methods of trying to find the version
panic!("32-bit python is unsupported on windows");
}
}
return Ok(Version{major, minor, patch, release_flags:release.to_owned()});
}
Err(format_err!("failed to find version string"))
}
}
impl std::fmt::Display for Version {
fn fmt(&self, f: &mut std::fmt::Formatter) -> std::fmt::Result {
write!(f, "{}.{}.{}{}", self.major, self.minor, self.patch, self.release_flags)
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
#[cfg(target_os="macos")]
fn test_python_frameworks() {
// homebrew v2
assert!(!is_python_framework("/usr/local/Cellar/python@2/2.7.15_1/Frameworks/Python.framework/Versions/2.7/Resources/Python.app/Contents/MacOS/Python"));
assert!(is_python_framework("/usr/local/Cellar/python@2/2.7.15_1/Frameworks/Python.framework/Versions/2.7/Python"));
// System python from osx 10.13.6 (high sierra)
assert!(!is_python_framework("/System/Library/Frameworks/Python.framework/Versions/2.7/Resources/Python.app/Contents/MacOS/Python"));
assert!(is_python_framework("/System/Library/Frameworks/Python.framework/Versions/2.7/Python"));
// pyenv 3.6.6 with OSX framework enabled (https://github.com/benfred/py-spy/issues/15)
// env PYTHON_CONFIGURE_OPTS="--enable-framework" pyenv install 3.6.6
assert!(is_python_framework("/Users/ben/.pyenv/versions/3.6.6/Python.framework/Versions/3.6/Python"));
assert!(!is_python_framework("/Users/ben/.pyenv/versions/3.6.6/Python.framework/Versions/3.6/Resources/Python.app/Contents/MacOS/Python"));
}
#[test]
fn test_find_version() {
let version = Version::scan_bytes(b"2.7.10 (default, Oct 6 2017, 22:29:07)").unwrap();
assert_eq!(version, Version{major: 2, minor: 7, patch: 10, release_flags: "".to_owned()});
let version = Version::scan_bytes(b"3.6.3 |Anaconda custom (64-bit)| (default, Oct 6 2017, 12:04:38)").unwrap();
assert_eq!(version, Version{major: 3, minor: 6, patch: 3, release_flags: "".to_owned()});
let version = Version::scan_bytes(b"Python 3.7.0rc1 (v3.7.0rc1:dfad352267, Jul 20 2018, 13:27:54)").unwrap();
assert_eq!(version, Version{major: 3, minor: 7, patch: 0, release_flags: "rc1".to_owned()});
let version = Version::scan_bytes(b"1.7.0rc1 (v1.7.0rc1:dfad352267, Jul 20 2018, 13:27:54)");
assert!(version.is_err(), "don't match unsupported ");
let version = Version::scan_bytes(b"3.7 10 ");
assert!(version.is_err(), "needs dotted version");
let version = Version::scan_bytes(b"3.7.10fooboo ");
assert!(version.is_err(), "limit suffixes");
}
}