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fix(sdk): Kfp support for pip trusted host (#11151)
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Signed-off-by: Diego Lovison <[email protected]>
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diegolovison authored Sep 6, 2024
1 parent 7f9cf65 commit 3efa029
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Showing 5 changed files with 154 additions and 28 deletions.
8 changes: 7 additions & 1 deletion sdk/python/kfp/cli/component.py
Original file line number Diff line number Diff line change
Expand Up @@ -155,6 +155,7 @@ def __init__(
self._base_image = None
self._target_image = None
self._pip_index_urls = None
self._pip_trusted_hosts = None
self._load_components()

def _load_components(self):
Expand Down Expand Up @@ -214,11 +215,16 @@ def _load_components(self):
logging.info(f'Using target image: {self._target_image}')

pip_index_urls = []
pip_trusted_hosts = []
for comp in self._components:
if comp.pip_index_urls is not None:
pip_index_urls.extend(comp.pip_index_urls)
if comp.pip_trusted_hosts is not None:
pip_trusted_hosts.extend(comp.pip_trusted_hosts)
if pip_index_urls:
self._pip_index_urls = list(dict.fromkeys(pip_index_urls))
if pip_trusted_hosts:
self._pip_trusted_hosts = list(dict.fromkeys(pip_trusted_hosts))

def _maybe_write_file(self,
filename: str,
Expand Down Expand Up @@ -277,7 +283,7 @@ def generate_kfp_config(self):

def maybe_generate_dockerfile(self, overwrite_dockerfile: bool = False):
index_urls_options = component_factory.make_index_url_options(
self._pip_index_urls)
self._pip_index_urls, self._pip_trusted_hosts)
dockerfile_contents = _DOCKERFILE_TEMPLATE.format(
base_image=self._base_image,
maybe_copy_kfp_package=self._maybe_copy_kfp_package,
Expand Down
71 changes: 67 additions & 4 deletions sdk/python/kfp/cli/component_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -37,6 +37,7 @@ def _make_component(
packages_to_install: Optional[List[str]] = None,
output_component_file: Optional[str] = None,
pip_index_urls: Optional[List[str]] = None,
pip_trusted_hosts: Optional[List[str]] = None,
) -> str:
return textwrap.dedent('''
from kfp.dsl import *
Expand All @@ -46,7 +47,8 @@ def _make_component(
target_image={target_image},
packages_to_install={packages_to_install},
output_component_file={output_component_file},
pip_index_urls={pip_index_urls})
pip_index_urls={pip_index_urls},
pip_trusted_hosts={pip_trusted_hosts})
def {func_name}():
pass
''').format(
Expand All @@ -55,7 +57,8 @@ def {func_name}():
packages_to_install=repr(packages_to_install),
output_component_file=repr(output_component_file),
pip_index_urls=repr(pip_index_urls),
func_name=func_name)
func_name=func_name,
pip_trusted_hosts=repr(pip_trusted_hosts))


def _write_file(filename: str, file_contents: str):
Expand Down Expand Up @@ -527,9 +530,9 @@ def test_docker_file_is_created_correctly_with_two_urls(self):
WORKDIR /usr/local/src/kfp/components
COPY runtime-requirements.txt runtime-requirements.txt
RUN pip install --index-url https://pypi.org/simple --trusted-host https://pypi.org/simple --extra-index-url https://example.com/pypi/simple --trusted-host https://example.com/pypi/simple --no-cache-dir -r runtime-requirements.txt
RUN pip install --index-url https://pypi.org/simple --extra-index-url https://example.com/pypi/simple --trusted-host https://pypi.org/simple --trusted-host https://example.com/pypi/simple --no-cache-dir -r runtime-requirements.txt
RUN pip install --index-url https://pypi.org/simple --trusted-host https://pypi.org/simple --extra-index-url https://example.com/pypi/simple --trusted-host https://example.com/pypi/simple --no-cache-dir kfp==1.2.3
RUN pip install --index-url https://pypi.org/simple --extra-index-url https://example.com/pypi/simple --trusted-host https://pypi.org/simple --trusted-host https://example.com/pypi/simple --no-cache-dir kfp==1.2.3
COPY . .
'''))

Expand Down Expand Up @@ -614,6 +617,66 @@ def test_dockerfile_can_contain_custom_kfp_package(self):
self.assertTrue(contents.startswith(file_start))
self.assertRegex(contents, 'RUN pip install --no-cache-dir kfp-*')

@mock.patch('kfp.__version__', '1.2.3')
def test_docker_file_is_created_one_trusted_host(self):
component = _make_component(
func_name='train',
target_image='custom-image',
pip_index_urls=['https://pypi.org/simple'],
pip_trusted_hosts=['pypi.org'])
_write_components('components.py', component)

result = self.runner.invoke(
self.cli,
['build', str(self._working_dir)],
)
self.assertEqual(result.exit_code, 0)
self._docker_client.api.build.assert_called_once()
self.assert_file_exists_and_contains(
'Dockerfile',
textwrap.dedent('''\
# Generated by KFP.
FROM python:3.8
WORKDIR /usr/local/src/kfp/components
COPY runtime-requirements.txt runtime-requirements.txt
RUN pip install --index-url https://pypi.org/simple --trusted-host pypi.org --no-cache-dir -r runtime-requirements.txt
RUN pip install --index-url https://pypi.org/simple --trusted-host pypi.org --no-cache-dir kfp==1.2.3
COPY . .
'''))

@mock.patch('kfp.__version__', '1.2.3')
def test_docker_file_is_created_two_trusted_host(self):
component = _make_component(
func_name='train',
target_image='custom-image',
pip_index_urls=['https://pypi.org/simple'],
pip_trusted_hosts=['pypi.org', 'pypi.org:8888'])
_write_components('components.py', component)

result = self.runner.invoke(
self.cli,
['build', str(self._working_dir)],
)
self.assertEqual(result.exit_code, 0)
self._docker_client.api.build.assert_called_once()
self.assert_file_exists_and_contains(
'Dockerfile',
textwrap.dedent('''\
# Generated by KFP.
FROM python:3.8
WORKDIR /usr/local/src/kfp/components
COPY runtime-requirements.txt runtime-requirements.txt
RUN pip install --index-url https://pypi.org/simple --trusted-host pypi.org --trusted-host pypi.org:8888 --no-cache-dir -r runtime-requirements.txt
RUN pip install --index-url https://pypi.org/simple --trusted-host pypi.org --trusted-host pypi.org:8888 --no-cache-dir kfp==1.2.3
COPY . .
'''))


if __name__ == '__main__':
unittest.main()
9 changes: 6 additions & 3 deletions sdk/python/kfp/dsl/component_decorator.py
Original file line number Diff line number Diff line change
Expand Up @@ -27,7 +27,8 @@ def component(func: Optional[Callable] = None,
pip_index_urls: Optional[List[str]] = None,
output_component_file: Optional[str] = None,
install_kfp_package: bool = True,
kfp_package_path: Optional[str] = None):
kfp_package_path: Optional[str] = None,
pip_trusted_hosts: Optional[List[str]] = None):
"""Decorator for Python-function based components.
A KFP component can either be a lightweight component or a containerized
Expand Down Expand Up @@ -114,7 +115,8 @@ def pipeline():
pip_index_urls=pip_index_urls,
output_component_file=output_component_file,
install_kfp_package=install_kfp_package,
kfp_package_path=kfp_package_path)
kfp_package_path=kfp_package_path,
pip_trusted_hosts=pip_trusted_hosts)

return component_factory.create_component_from_func(
func,
Expand All @@ -124,4 +126,5 @@ def pipeline():
pip_index_urls=pip_index_urls,
output_component_file=output_component_file,
install_kfp_package=install_kfp_package,
kfp_package_path=kfp_package_path)
kfp_package_path=kfp_package_path,
pip_trusted_hosts=pip_trusted_hosts)
58 changes: 38 additions & 20 deletions sdk/python/kfp/dsl/component_factory.py
Original file line number Diff line number Diff line change
Expand Up @@ -56,6 +56,7 @@ class ComponentInfo():
base_image: str = _DEFAULT_BASE_IMAGE
packages_to_install: Optional[List[str]] = None
pip_index_urls: Optional[List[str]] = None
pip_trusted_hosts: Optional[List[str]] = None


# A map from function_name to components. This is always populated when a
Expand All @@ -69,35 +70,47 @@ def _python_function_name_to_component_name(name):
return name_with_spaces[0].upper() + name_with_spaces[1:]


def make_index_url_options(pip_index_urls: Optional[List[str]]) -> str:
"""Generates index url options for pip install command based on provided
pip_index_urls.
def make_index_url_options(pip_index_urls: Optional[List[str]],
pip_trusted_hosts: Optional[List[str]]) -> str:
"""Generates index URL options for the pip install command based on the
provided pip_index_urls and pip_trusted_hosts.
Args:
pip_index_urls: Optional list of pip index urls
pip_index_urls (Optional[List[str]]): Optional list of pip index URLs.
pip_trusted_hosts (Optional[List[str]]): Optional list of pip trusted hosts.
Returns:
- Empty string if pip_index_urls is empty/None.
- '--index-url url --trusted-host url ' if pip_index_urls contains 1
url
- the above followed by '--extra-index-url url --trusted-host url '
for
each next url in pip_index_urls if pip_index_urls contains more than 1
url
Note: In case pip_index_urls is not empty, the returned string will
contain space at the end.
str:
- An empty string if pip_index_urls is empty or None.
- '--index-url url ' if pip_index_urls contains 1 URL.
- The above followed by '--extra-index-url url ' for each additional URL in pip_index_urls
if pip_index_urls contains more than 1 URL.
- If pip_trusted_hosts is None:
- The above followed by '--trusted-host url ' for each URL in pip_index_urls.
- If pip_trusted_hosts is an empty List.
- No --trusted-host information will be added
- If pip_trusted_hosts contains any URLs:
- The above followed by '--trusted-host url ' for each URL in pip_trusted_hosts.
Note:
In case pip_index_urls is not empty, the returned string will contain a space at the end.
"""
if not pip_index_urls:
return ''

index_url = pip_index_urls[0]
extra_index_urls = pip_index_urls[1:]

options = [f'--index-url {index_url} --trusted-host {index_url}']
options.extend(
f'--extra-index-url {extra_index_url} --trusted-host {extra_index_url}'
for extra_index_url in extra_index_urls)
options = [f'--index-url {index_url}']
options.extend(f'--extra-index-url {extra_index_url}'
for extra_index_url in extra_index_urls)

if pip_trusted_hosts is None:
options.extend([f'--trusted-host {index_url}'])
options.extend(f'--trusted-host {extra_index_url}'
for extra_index_url in extra_index_urls)
elif len(pip_trusted_hosts) > 0:
options.extend(f'--trusted-host {trusted_host}'
for trusted_host in pip_trusted_hosts)

return ' '.join(options) + ' '

Expand Down Expand Up @@ -126,6 +139,7 @@ def _get_packages_to_install_command(
packages_to_install: Optional[List[str]] = None,
install_kfp_package: bool = True,
target_image: Optional[str] = None,
pip_trusted_hosts: Optional[List[str]] = None,
) -> List[str]:
packages_to_install = packages_to_install or []
kfp_in_user_pkgs = any(pkg.startswith('kfp') for pkg in packages_to_install)
Expand All @@ -136,7 +150,8 @@ def _get_packages_to_install_command(
if not inject_kfp_install and not packages_to_install:
return []
pip_install_strings = []
index_url_options = make_index_url_options(pip_index_urls)
index_url_options = make_index_url_options(pip_index_urls,
pip_trusted_hosts)

if inject_kfp_install:
if kfp_package_path:
Expand Down Expand Up @@ -517,6 +532,7 @@ def create_component_from_func(
output_component_file: Optional[str] = None,
install_kfp_package: bool = True,
kfp_package_path: Optional[str] = None,
pip_trusted_hosts: Optional[List[str]] = None,
) -> python_component.PythonComponent:
"""Implementation for the @component decorator.
Expand All @@ -530,6 +546,7 @@ def create_component_from_func(
kfp_package_path=kfp_package_path,
packages_to_install=packages_to_install,
pip_index_urls=pip_index_urls,
pip_trusted_hosts=pip_trusted_hosts,
)

command = []
Expand Down Expand Up @@ -575,7 +592,8 @@ def create_component_from_func(
output_component_file=output_component_file,
base_image=base_image,
packages_to_install=packages_to_install,
pip_index_urls=pip_index_urls)
pip_index_urls=pip_index_urls,
pip_trusted_hosts=pip_trusted_hosts)

if REGISTERED_MODULES is not None:
REGISTERED_MODULES[component_name] = component_info
Expand Down
36 changes: 36 additions & 0 deletions sdk/python/kfp/dsl/component_factory_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -152,6 +152,42 @@ def test_with_packages_to_install_with_pip_index_url(self):
'\nif ! [ -x "$(command -v pip)" ]; then\n python3 -m ensurepip || python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1 python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple --trusted-host https://myurl.org/simple \'kfp==2.1.3\' \'--no-deps\' \'typing-extensions>=3.7.4,<5; python_version<"3.9"\' && python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple --trusted-host https://myurl.org/simple \'package1\' \'package2\' && "$0" "$@"\n'
]))

def test_with_packages_to_install_with_pip_index_url_and_trusted_host(self):
packages_to_install = ['package1', 'package2']
pip_index_urls = ['https://myurl.org/simple']
pip_trusted_hosts = ['myurl.org']

command = component_factory._get_packages_to_install_command(
packages_to_install=packages_to_install,
pip_index_urls=pip_index_urls,
pip_trusted_hosts=pip_trusted_hosts,
)

self.assertEqual(
strip_kfp_version(command),
strip_kfp_version([
'sh', '-c',
'\nif ! [ -x "$(command -v pip)" ]; then\n python3 -m ensurepip || python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1 python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple --trusted-host myurl.org \'kfp==2.1.3\' \'--no-deps\' \'typing-extensions>=3.7.4,<5; python_version<"3.9"\' && python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple --trusted-host myurl.org \'package1\' \'package2\' && "$0" "$@"\n'
]))

def test_with_packages_to_install_with_pip_index_url_and_empty_trusted_host(
self):
packages_to_install = ['package1', 'package2']
pip_index_urls = ['https://myurl.org/simple']

command = component_factory._get_packages_to_install_command(
packages_to_install=packages_to_install,
pip_index_urls=pip_index_urls,
pip_trusted_hosts=[],
)

self.assertEqual(
strip_kfp_version(command),
strip_kfp_version([
'sh', '-c',
'\nif ! [ -x "$(command -v pip)" ]; then\n python3 -m ensurepip || python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1 python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple \'kfp==2.1.3\' \'--no-deps\' \'typing-extensions>=3.7.4,<5; python_version<"3.9"\' && python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple \'package1\' \'package2\' && "$0" "$@"\n'
]))


class TestInvalidParameterName(unittest.TestCase):

Expand Down

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