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Python run multiple files (#1559)
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* wip

Signed-off-by: Kevin Su <[email protected]>

* wip

Signed-off-by: Kevin Su <[email protected]>

* test

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* nit

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* lint

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* update comment

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* nit

Signed-off-by: Kevin Su <[email protected]>

---------

Signed-off-by: Kevin Su <[email protected]>
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pingsutw authored Mar 29, 2023
1 parent dd7fbe9 commit 12be8d8
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7 changes: 2 additions & 5 deletions flytekit/remote/remote.py
Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,6 @@

import base64
import hashlib
import importlib
import os
import pathlib
import tempfile
Expand All @@ -34,7 +33,6 @@
from flytekit.core.launch_plan import LaunchPlan
from flytekit.core.python_auto_container import PythonAutoContainerTask
from flytekit.core.reference_entity import ReferenceSpec
from flytekit.core.tracker import get_full_module_path
from flytekit.core.type_engine import LiteralsResolver, TypeEngine
from flytekit.core.workflow import WorkflowBase
from flytekit.exceptions import user as user_exceptions
Expand Down Expand Up @@ -70,7 +68,7 @@
from flytekit.remote.lazy_entity import LazyEntity
from flytekit.remote.remote_callable import RemoteEntity
from flytekit.tools.fast_registration import fast_package
from flytekit.tools.script_mode import compress_single_script, hash_file
from flytekit.tools.script_mode import compress_scripts, hash_file
from flytekit.tools.translator import (
FlyteControlPlaneEntity,
FlyteLocalEntity,
Expand Down Expand Up @@ -821,8 +819,7 @@ def register_script(

with tempfile.TemporaryDirectory() as tmp_dir:
archive_fname = pathlib.Path(os.path.join(tmp_dir, "script_mode.tar.gz"))
mod = importlib.import_module(module_name)
compress_single_script(source_path, str(archive_fname), get_full_module_path(mod, mod.__name__))
compress_scripts(source_path, str(archive_fname), module_name)
md5_bytes, upload_native_url = self._upload_file(
archive_fname, project or self.default_project, domain or self.default_domain
)
Expand Down
80 changes: 55 additions & 25 deletions flytekit/tools/script_mode.py
Original file line number Diff line number Diff line change
@@ -1,14 +1,19 @@
import gzip
import hashlib
import importlib
import os
import shutil
import tarfile
import tempfile
import typing
from pathlib import Path

from flytekit import PythonFunctionTask
from flytekit.core.tracker import get_full_module_path
from flytekit.core.workflow import WorkflowBase

def compress_single_script(source_path: str, destination: str, full_module_name: str):

def compress_scripts(source_path: str, destination: str, module_name: str):
"""
Compresses the single script while maintaining the folder structure for that file.
Expand All @@ -33,33 +38,14 @@ def compress_single_script(source_path: str, destination: str, full_module_name:
│   ├── example.py
│   └── __init__.py
Note how `another_example.py` and `yet_another_example.py` were not copied to the destination.
Note: If `example.py` didn't import tasks or workflows from `another_example.py` and `yet_another_example.py`, these files were not copied to the destination..
"""
with tempfile.TemporaryDirectory() as tmp_dir:
destination_path = os.path.join(tmp_dir, "code")
# This is the script relative path to the root of the project
script_relative_path = Path()
# For each package in pkgs, create a directory and copy the __init__.py in it.
# Skip the last package as that is the script file.
pkgs = full_module_name.split(".")
for p in pkgs[:-1]:
os.makedirs(os.path.join(destination_path, p))
source_path = os.path.join(source_path, p)
destination_path = os.path.join(destination_path, p)
script_relative_path = Path(script_relative_path, p)
init_file = Path(os.path.join(source_path, "__init__.py"))
if init_file.exists():
shutil.copy(init_file, Path(os.path.join(tmp_dir, "code", script_relative_path, "__init__.py")))

# Ensure destination path exists to cover the case of a single file and no modules.
os.makedirs(destination_path, exist_ok=True)
script_file = Path(source_path, f"{pkgs[-1]}.py")
script_file_destination = Path(destination_path, f"{pkgs[-1]}.py")
# Build the final script relative path and copy it to a known place.
shutil.copy(
script_file,
script_file_destination,
)

visited: typing.List[str] = []
copy_module_to_destination(source_path, destination_path, module_name, visited)
tar_path = os.path.join(tmp_dir, "tmp.tar")
with tarfile.open(tar_path, "w") as tar:
tar.add(os.path.join(tmp_dir, "code"), arcname="", filter=tar_strip_file_attributes)
Expand All @@ -68,6 +54,50 @@ def compress_single_script(source_path: str, destination: str, full_module_name:
gzipped.write(tar_file.read())


def copy_module_to_destination(
original_source_path: str, original_destination_path: str, module_name: str, visited: typing.List[str]
):
"""
Copy the module (file) to the destination directory. If the module relative imports other modules, flytekit will
recursively copy them as well.
"""
mod = importlib.import_module(module_name)
full_module_name = get_full_module_path(mod, mod.__name__)
if full_module_name in visited:
return
visited.append(full_module_name)

source_path = original_source_path
destination_path = original_destination_path
pkgs = full_module_name.split(".")

for p in pkgs[:-1]:
os.makedirs(os.path.join(destination_path, p), exist_ok=True)
destination_path = os.path.join(destination_path, p)
source_path = os.path.join(source_path, p)
init_file = Path(os.path.join(source_path, "__init__.py"))
if init_file.exists():
shutil.copy(init_file, Path(os.path.join(destination_path, "__init__.py")))

# Ensure destination path exists to cover the case of a single file and no modules.
os.makedirs(destination_path, exist_ok=True)
script_file = Path(source_path, f"{pkgs[-1]}.py")
script_file_destination = Path(destination_path, f"{pkgs[-1]}.py")
# Build the final script relative path and copy it to a known place.
shutil.copy(
script_file,
script_file_destination,
)

# Try to copy other files to destination if tasks or workflows aren't in the same file
for flyte_entity_name in mod.__dict__:
flyte_entity = mod.__dict__[flyte_entity_name]
if isinstance(flyte_entity, (PythonFunctionTask, WorkflowBase)) and flyte_entity.instantiated_in:
copy_module_to_destination(
original_source_path, original_destination_path, flyte_entity.instantiated_in, visited
)


# Takes in a TarInfo and returns the modified TarInfo:
# https://docs.python.org/3/library/tarfile.html#tarinfo-objects
# intented to be passed as a filter to tarfile.add
Expand Down
60 changes: 54 additions & 6 deletions tests/flytekit/unit/tools/test_script_mode.py
Original file line number Diff line number Diff line change
@@ -1,13 +1,38 @@
import os
import subprocess
import sys

from flytekit.tools.script_mode import compress_single_script, hash_file
from flytekit.tools.script_mode import compress_scripts, hash_file

MAIN_WORKFLOW = """
from flytekit import task, workflow
from wf1.test import t1
WORKFLOW = """
@workflow
def my_wf() -> str:
return "hello world"
"""

T1_TASK = """
from flytekit import task
from wf2.test import t2
@task()
def t1() -> str:
print("hello")
return "hello"
"""

T2_TASK = """
from flytekit import task
@task()
def t2() -> str:
print("hello")
return "hello"
"""


def test_deterministic_hash(tmp_path):
workflows_dir = tmp_path / "workflows"
Expand All @@ -17,19 +42,42 @@ def test_deterministic_hash(tmp_path):
open(workflows_dir / "__init__.py", "a").close()
# Write a dummy workflow
workflow_file = workflows_dir / "hello_world.py"
workflow_file.write_text(WORKFLOW)
workflow_file.write_text(MAIN_WORKFLOW)

t1_dir = tmp_path / "wf1"
t1_dir.mkdir()
open(t1_dir / "__init__.py", "a").close()
t1_file = t1_dir / "test.py"
t1_file.write_text(T1_TASK)

t2_dir = tmp_path / "wf2"
t2_dir.mkdir()
open(t2_dir / "__init__.py", "a").close()
t2_file = t2_dir / "test.py"
t2_file.write_text(T2_TASK)

destination = tmp_path / "destination"

compress_single_script(workflows_dir, destination, "hello_world")
print(f"{os.listdir(tmp_path)}")
print(workflows_dir)
sys.path.append(str(workflows_dir.parent))
compress_scripts(str(workflows_dir.parent), str(destination), "workflows.hello_world")

digest, hex_digest = hash_file(destination)

# Try again to assert digest determinism
destination2 = tmp_path / "destination2"
compress_single_script(workflows_dir, destination2, "hello_world")
compress_scripts(str(workflows_dir.parent), str(destination2), "workflows.hello_world")
digest2, hex_digest2 = hash_file(destination)

assert digest == digest2
assert hex_digest == hex_digest2

test_dir = tmp_path / "test"
test_dir.mkdir()

result = subprocess.run(
["tar", "-xvf", destination, "-C", test_dir],
stdout=subprocess.PIPE,
)
result.check_returncode()
assert len(next(os.walk(test_dir))[1]) == 3

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