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Improve PythonInterpreter venv support.
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This fixes binary canonicalization to handle virtual environments
created with virtualenv instead of pyvenv. It also adds support for
resolving the base interpreter used to build a virtual environment.

The ability to resolve a virtual environment intepreter will be used to
fix #1031 where virtual environments created with
`--system-site-packages` leak those packages through as regular sys.path
entries otherwise undetectable by PEX.

Work towards #962 and #1115.
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jsirois committed Dec 11, 2020
1 parent a1b51bb commit a316163
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Showing 4 changed files with 204 additions and 21 deletions.
158 changes: 146 additions & 12 deletions pex/interpreter.py
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@
from textwrap import dedent

from pex import third_party
from pex.common import safe_rmtree
from pex.common import is_exe, safe_rmtree
from pex.compatibility import string
from pex.executor import Executor
from pex.jobs import ErrorHandler, Job, Retain, SpawnedJob, execute_parallel
Expand All @@ -34,6 +34,7 @@
Dict,
Iterable,
Iterator,
List,
MutableMapping,
Optional,
Sequence,
Expand Down Expand Up @@ -95,6 +96,14 @@ def get(cls, binary=None):
preferred_tag = supported_tags[0]
return cls(
binary=binary or sys.executable,
prefix=sys.prefix,
base_prefix=(
# Old virtualenv (16 series and lower) sets `sys.real_prefix` in all cases.
getattr(sys, "real_prefix", None)
# Both pyvenv and virtualenv 20+ set `sys.base_prefix` as per
# https://www.python.org/dev/peps/pep-0405/.
or getattr(sys, "base_prefix", sys.prefix)
),
python_tag=preferred_tag.interpreter,
abi_tag=preferred_tag.abi,
platform_tag=preferred_tag.platform,
Expand All @@ -107,7 +116,7 @@ def get(cls, binary=None):
def decode(cls, encoded):
TRACER.log("creating PythonIdentity from encoded: %s" % encoded, V=9)
values = json.loads(encoded)
if len(values) != 7:
if len(values) != 9:
raise cls.InvalidError("Invalid interpreter identity: %s" % encoded)

supported_tags = values.pop("supported_tags")
Expand All @@ -126,13 +135,25 @@ def _find_interpreter_name(cls, python_tag):
raise ValueError("Unknown interpreter: {}".format(python_tag))

def __init__(
self, binary, python_tag, abi_tag, platform_tag, version, supported_tags, env_markers
self,
binary, # type: str
prefix, # type: str
base_prefix, # type: str
python_tag, # type: str
abi_tag, # type: str
platform_tag, # type: str
version, # type: Iterable[int]
supported_tags, # type: Iterable[tags.Tag]
env_markers, # type: Dict[str, str]
):
# type: (...) -> None
# N.B.: We keep this mapping to support historical values for `distribution` and `requirement`
# properties.
self._interpreter_name = self._find_interpreter_name(python_tag)

self._binary = binary
self._prefix = prefix
self._base_prefix = base_prefix
self._python_tag = python_tag
self._abi_tag = abi_tag
self._platform_tag = platform_tag
Expand All @@ -143,6 +164,8 @@ def __init__(
def encode(self):
values = dict(
binary=self._binary,
prefix=self._prefix,
base_prefix=self._base_prefix,
python_tag=self._python_tag,
abi_tag=self._abi_tag,
platform_tag=self._platform_tag,
Expand All @@ -158,6 +181,16 @@ def encode(self):
def binary(self):
return self._binary

@property
def prefix(self):
# type: () -> str
return self._prefix

@property
def base_prefix(self):
# type: () -> str
return self._base_prefix

@property
def python_tag(self):
return self._python_tag
Expand Down Expand Up @@ -308,7 +341,7 @@ class PythonInterpreter(object):
_PYTHON_INTERPRETER_BY_NORMALIZED_PATH = {} # type: Dict

@staticmethod
def _read_pyvenv_home(path):
def _get_pyvenv_cfg(path):
# type: (str) -> Optional[str]
# See: https://www.python.org/dev/peps/pep-0405/#specification
pyvenv_cfg_path = os.path.join(path, "pyvenv.cfg")
Expand All @@ -317,11 +350,11 @@ def _read_pyvenv_home(path):
for line in fp:
name, _, value = line.partition("=")
if name.strip() == "home":
return value.strip()
return pyvenv_cfg_path
return None

@classmethod
def _find_pyvenv_home(cls, maybe_venv_python_binary):
def _find_pyvenv_cfg(cls, maybe_venv_python_binary):
# type: (str) -> Optional[str]
# A pyvenv is identified by a pyvenv.cfg file with a home key in one of the two following
# directory layouts:
Expand All @@ -340,11 +373,11 @@ def _find_pyvenv_home(cls, maybe_venv_python_binary):
#
# See: # See: https://www.python.org/dev/peps/pep-0405/#specification
maybe_venv_bin_dir = os.path.dirname(maybe_venv_python_binary)
home_dir = cls._read_pyvenv_home(maybe_venv_bin_dir)
if not home_dir:
pyvenv_cfg = cls._get_pyvenv_cfg(maybe_venv_bin_dir)
if not pyvenv_cfg:
maybe_venv_dir = os.path.dirname(maybe_venv_bin_dir)
home_dir = cls._read_pyvenv_home(maybe_venv_dir)
return home_dir
pyvenv_cfg = cls._get_pyvenv_cfg(maybe_venv_dir)
return pyvenv_cfg

@classmethod
def _resolve_pyvenv_canonical_python_binary(
Expand All @@ -357,8 +390,8 @@ def _resolve_pyvenv_canonical_python_binary(
if not os.path.islink(maybe_venv_python_binary):
return None

home_dir = cls._find_pyvenv_home(maybe_venv_python_binary)
if os.path.dirname(real_binary) != home_dir:
pyvenv_cfg = cls._find_pyvenv_cfg(maybe_venv_python_binary)
if pyvenv_cfg is None:
return None

while os.path.islink(maybe_venv_python_binary):
Expand Down Expand Up @@ -798,8 +831,109 @@ def __init__(self, identity):

@property
def binary(self):
# type: () -> str
return self._binary

@property
def is_venv(self):
# type: () -> bool
"""Return `True` if this interpreter is homed in a virtual environment."""
return self._identity.prefix != self._identity.base_prefix

@property
def prefix(self):
# type: () -> str
"""Return the `sys.prefix` of this interpreter.
For virtual environments, this will be the virtual environment directory itself.
"""
return self._identity.prefix

class BaseInterpreterResolutionError(Exception):
"""Indicates the base interpreter for a virtual environment could not be resolved."""

def resolve_base_interpreter(self):
# type: () -> PythonInterpreter
"""Finds the base system interpreter used to create a virtual environment.
If this interpreter is not homed in a virtual environment, returns itself.
"""
if not self.is_venv:
return self

# In the case of PyPy, the <base_prefix> dir might contain one of the following:
#
# 1. On a system with PyPy 2.7 series and one PyPy 3.x series
# bin/
# pypy
# pypy3
#
# 2. On a system with PyPy 2.7 series and more than one PyPy 3.x series
# bin/
# pypy
# pypy3
# pypy3.6
# pypy3.7
#
# In both cases, bin/pypy is a 2.7 series interpreter. In case 2 bin/pypy3 could be either
# PyPy 3.6 series or PyPy 3.7 series. In order to ensure we pick the correct base executable
# of a PyPy virtual environment, we always try to resolve the most specific basename first
# to the least specific basename last and we also verify that, if the basename resolves, it
# resolves to an equivalent interpreter. We employ the same strategy for CPython, but only
# for uniformity in the algorithm. It appears to always be the case for CPython that
# python<major>.<minor> is present in any given <prefix>/bin/ directory; so the algorithm
# gets a hit on 1st try for CPython binaries incurring ~no extra overhead.

version = self._identity.version
abi_tag = self._identity.abi_tag

prefix = "pypy" if self._identity.interpreter == "PyPy" else "python"
suffixes = ("{}.{}".format(version[0], version[1]), str(version[0]), "")
candidate_binaries = tuple("{}{}".format(prefix, suffix) for suffix in suffixes)

def iter_base_candidate_binariy_paths(interpreter):
# type: (PythonInterpreter) -> Iterator[str]
bin_dir = os.path.join(interpreter._identity.base_prefix, "bin")
for candidate_binary in candidate_binaries:
candidate_binary_path = os.path.join(bin_dir, candidate_binary)
if is_exe(candidate_binary_path):
yield candidate_binary_path

def is_same_interpreter(interpreter):
# type: (PythonInterpreter) -> bool
identity = interpreter._identity
return identity.version == version and identity.abi_tag == abi_tag

resolution_path = [] # type: List[str]
base_interpreter = self
while base_interpreter.is_venv:
resolved = None # type: Optional[PythonInterpreter]
for candidate_path in iter_base_candidate_binariy_paths(base_interpreter):
resolved_interpreter = self.from_binary(candidate_path)
if is_same_interpreter(resolved_interpreter):
resolved = resolved_interpreter
break
if resolved is None:
message = [
"Failed to resolve the base interpreter for the virtual environment at "
"{venv_dir}.".format(venv_dir=self._identity.prefix)
]
if resolution_path:
message.append(
"Resolved through {path}".format(
path=" -> ".join(binary for binary in resolution_path)
)
)
message.append(
"Search of base_prefix {} found no equivalent interpreter for {}".format(
base_interpreter._identity.base_prefix, base_interpreter._binary
)
)
raise self.BaseInterpreterResolutionError("\n".join(message))
base_interpreter = resolved_interpreter
resolution_path.append(base_interpreter.binary)
return base_interpreter

@property
def identity(self):
# type: () -> PythonIdentity
Expand Down
8 changes: 5 additions & 3 deletions tests/test_integration.py
Original file line number Diff line number Diff line change
Expand Up @@ -1922,7 +1922,9 @@ def add_to_path(entry):
assert "PEX_PYTHON_PATH" not in final_env
assert "_PEX_SHOULD_EXIT_BOOTSTRAP_REEXEC" not in final_env

expected_exec_chain = [os.path.realpath(i) for i in [sys.executable] + (exec_chain or [])]
expected_exec_chain = [
PythonInterpreter.from_binary(i).binary for i in [sys.executable] + (exec_chain or [])
]
assert expected_exec_chain == final_env["_PEX_EXEC_CHAIN"].split(os.pathsep)


Expand All @@ -1933,7 +1935,7 @@ def test_pex_no_reexec_no_constraints():

def test_pex_reexec_no_constraints_pythonpath_present():
# type: () -> None
_assert_exec_chain(exec_chain=[os.path.realpath(sys.executable)], pythonpath=["."])
_assert_exec_chain(exec_chain=[sys.executable], pythonpath=["."])


def test_pex_no_reexec_constraints_match_current():
Expand All @@ -1946,7 +1948,7 @@ def test_pex_reexec_constraints_match_current_pythonpath_present():
# type: () -> None
current_version = ".".join(str(component) for component in sys.version_info[0:3])
_assert_exec_chain(
exec_chain=[os.path.realpath(sys.executable)],
exec_chain=[sys.executable],
pythonpath=["."],
interpreter_constraints=["=={}".format(current_version)],
)
Expand Down
52 changes: 49 additions & 3 deletions tests/test_interpreter.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,14 +9,15 @@
import pytest

from pex import interpreter
from pex.common import temporary_dir, touch
from pex.common import safe_mkdtemp, temporary_dir, touch
from pex.compatibility import PY3
from pex.executor import Executor
from pex.interpreter import PythonInterpreter
from pex.testing import (
PY27,
PY35,
PY36,
PY_VER,
ensure_python_distribution,
ensure_python_interpreter,
environment_as,
Expand All @@ -30,7 +31,7 @@
from unittest.mock import Mock, patch # type: ignore[misc,no-redef,import]

if TYPE_CHECKING:
from typing import Iterator, Tuple, Union, Any
from typing import Iterator, Tuple, Union, Any, List

InterpreterIdentificationError = Tuple[str, str]
InterpreterOrError = Union[PythonInterpreter, InterpreterIdentificationError]
Expand Down Expand Up @@ -255,7 +256,7 @@ def assert_chosen(expected_version, other_version):
assert_chosen(expected_version="3.6.1", other_version="3.6.0")


def test_pyvenv(tmpdir):
def test_detect_pyvenv(tmpdir):
# type: (Any) -> None
venv = str(tmpdir)
py35 = ensure_python_interpreter(PY35)
Expand Down Expand Up @@ -285,3 +286,48 @@ def test_pyvenv(tmpdir):
assert len(pythons) >= 2, "Expected at least two virtualenv python binaries, found: {}".format(
pythons
)


def check_resolve_venv(real_interpreter):
# type: (PythonInterpreter) -> None
tmpdir = safe_mkdtemp()

def create_venv(
interpreter, # type: PythonInterpreter
rel_path, # type: str
):
# type: (...) -> List[str]
venv_dir = os.path.join(tmpdir, rel_path)
interpreter.execute(["-m", "venv", venv_dir])
return glob.glob(os.path.join(venv_dir, "bin", "python*"))

assert not real_interpreter.is_venv
assert real_interpreter is real_interpreter.resolve_base_interpreter()

for index, python in enumerate(create_venv(real_interpreter, "first-level")):
venv_interpreter = PythonInterpreter.from_binary(python)
assert venv_interpreter.is_venv
assert venv_interpreter != real_interpreter.binary
assert real_interpreter == venv_interpreter.resolve_base_interpreter()

for nested_python in create_venv(venv_interpreter, "second-level{}".format(index)):
nested_venv_interpreter = PythonInterpreter.from_binary(nested_python)
assert nested_venv_interpreter.is_venv
assert nested_venv_interpreter != venv_interpreter
assert nested_venv_interpreter != real_interpreter
assert real_interpreter == nested_venv_interpreter.resolve_base_interpreter()


def test_resolve_venv():
# type: () -> None
real_interpreter = PythonInterpreter.from_binary(ensure_python_interpreter(PY35))
check_resolve_venv(real_interpreter)


@pytest.mark.skipif(
PY_VER < (3, 0), reason="Test requires the venv module which is not present in Python 2."
)
def test_resolve_venv_ambient():
# type: () -> None
ambient_real_interpreter = PythonInterpreter.get().resolve_base_interpreter()
check_resolve_venv(ambient_real_interpreter)
7 changes: 4 additions & 3 deletions tests/test_pex_bootstrapper.py
Original file line number Diff line number Diff line change
Expand Up @@ -30,7 +30,7 @@ def find_interpreters(
constraints=None, # type: Optional[Iterable[str]]
preferred_interpreter=None, # type: Optional[PythonInterpreter]
):
# type: (...) -> List[AnyStr]
# type: (...) -> List[str]
return [
interp.binary
for interp in iter_compatible_interpreters(
Expand Down Expand Up @@ -163,8 +163,9 @@ def test_find_compatible_interpreters_with_valid_basenames_and_constraints():
def test_find_compatible_interpreters_bias_current():
# type: () -> None
py36 = ensure_python_interpreter(PY36)
assert [os.path.realpath(sys.executable), py36] == find_interpreters([py36, sys.executable])
assert [os.path.realpath(sys.executable), py36] == find_interpreters([sys.executable, py36])
current_interpreter = PythonInterpreter.get()
assert [current_interpreter.binary, py36] == find_interpreters([py36, sys.executable])
assert [current_interpreter.binary, py36] == find_interpreters([sys.executable, py36])


def test_find_compatible_interpreters_siblings_of_current_issues_1109():
Expand Down

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