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feat: enable notebook instances to get presigned url #4107

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Sep 6, 2023
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73 changes: 29 additions & 44 deletions src/sagemaker/interactive_apps/base_interactive_app.py
Original file line number Diff line number Diff line change
Expand Up @@ -59,6 +59,7 @@ def __init__(
# Used to store domain and user profile info retrieved from Studio environment.
self._domain_id = None
self._user_profile_name = None
self._in_studio_env = False
self._get_domain_and_user()

def __str__(self):
Expand All @@ -70,25 +71,25 @@ def __repr__(self):
return self.__str__()

def _get_domain_and_user(self):
"""Get and validate studio domain id and user profile from studio environment."""
if not self._is_in_studio():
"""Get domain id and user profile from Studio environment.

To verify Studio environment, we check if NOTEBOOK_METADATA_FILE exists
and domain id and user profile name are present in the file.
"""
if not os.path.isfile(NOTEBOOK_METADATA_FILE):
return

try:
with open(NOTEBOOK_METADATA_FILE, "rb") as metadata_file:
metadata = json.loads(metadata_file.read())
if not self._validate_domain_id(
metadata.get("DomainId")
) or not self._validate_user_profile_name(metadata.get("UserProfileName")):
logger.warning(
"NOTEBOOK_METADATA_FILE detected but failed to get valid domain and user"
" from it."
)
return
self._domain_id = metadata.get("DomainId")
self._user_profile_name = metadata.get("UserProfileName")
except OSError as err:
logger.warning("Could not load Studio metadata due to unexpected error. %s", err)
logger.warning("Could not load metadata due to unexpected error. %s", err)
return

if "DomainId" in metadata and "UserProfileName" in metadata:
self._in_studio_env = True
self._domain_id = metadata.get("DomainId")
self._user_profile_name = metadata.get("UserProfileName")

def _get_presigned_url(
self,
Expand Down Expand Up @@ -142,10 +143,6 @@ def _get_presigned_url(

return url

def _is_in_studio(self):
"""Check to see if NOTEBOOK_METADATA_FILE exists to verify Studio environment."""
return os.path.isfile(NOTEBOOK_METADATA_FILE)

def _open_url_in_web_browser(self, url: str):
"""Open a URL in the default web browser.

Expand All @@ -154,23 +151,6 @@ def _open_url_in_web_browser(self, url: str):
"""
webbrowser.open(url)

def _validate_domain_id(self, domain_id: Optional[str] = None):
"""Validate domain id format.

Args:
domain_id (str): Optional. The domain ID to validate. If one is not supplied,
self._domain_id will be used instead.
Default: ``None``

Returns:
bool: Whether the supplied domain ID is valid.
"""
if domain_id is None:
domain_id = self._domain_id
if domain_id is None or len(domain_id) > 63:
return False
return True

def _validate_job_name(self, job_name: str):
"""Validate training job name format.

Expand All @@ -186,30 +166,35 @@ def _validate_job_name(self, job_name: str):
f"Invalid job name. Job name must match regular expression {job_name_regex}"
)

def _validate_user_profile_name(self, user_profile_name: Optional[str] = None):
def _validate_domain_id(self, domain_id: str):
"""Validate domain id format.

Args:
domain_id (str): Required. The domain ID to validate.

Returns:
bool: Whether the supplied domain ID is valid.
"""
if domain_id is None or len(domain_id) > 63:
return False
return True

def _validate_user_profile_name(self, user_profile_name: str):
"""Validate user profile name format.

Args:
user_profile_name (str): Optional. The user profile name to validate. If one is not
supplied, self._user_profile_name will be used instead.
Default: ``None``
user_profile_name (str): Required. The user profile name to validate.

Returns:
bool: Whether the supplied user profile name is valid.
"""
if user_profile_name is None:
user_profile_name = self._user_profile_name
user_profile_name_regex = "^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}"
if user_profile_name is None or not re.fullmatch(
user_profile_name_regex, user_profile_name
):
return False
return True

def _validate_domain_and_user(self):
"""Helper function to consolidate validation calls."""
return self._validate_domain_id() and self._validate_user_profile_name()

@abc.abstractmethod
def get_app_url(self):
"""Abstract method to generate a URL to help access the application in Studio.
Expand Down
57 changes: 27 additions & 30 deletions src/sagemaker/interactive_apps/tensorboard.py
Original file line number Diff line number Diff line change
Expand Up @@ -87,36 +87,11 @@ def get_app_url(
if training_job_name is not None:
self._validate_job_name(training_job_name)

if optional_create_presigned_url_kwargs is None:
optional_create_presigned_url_kwargs = {}

if domain_id is not None:
optional_create_presigned_url_kwargs["DomainId"] = domain_id

if user_profile_name is not None:
optional_create_presigned_url_kwargs["UserProfileName"] = user_profile_name

if (
create_presigned_domain_url
and not self._is_in_studio()
and self._validate_domain_id(optional_create_presigned_url_kwargs.get("DomainId"))
and self._validate_user_profile_name(
optional_create_presigned_url_kwargs.get("UserProfileName")
)
self._in_studio_env
and self._validate_domain_id(self._domain_id)
and self._validate_user_profile_name(self._user_profile_name)
):
state_to_encode = None
redirect = "TensorBoard"

if training_job_name is not None:
state_to_encode = (
"/tensorboard/default/data/plugin/sagemaker_data_manager/"
+ f"add_folder_or_job?Redirect=True&Name={training_job_name}"
)

url = self._get_presigned_url(
optional_create_presigned_url_kwargs, redirect, state_to_encode
)
elif self._is_in_studio() and self._validate_domain_and_user():
if domain_id or user_profile_name:
logger.warning(
"Ignoring passed in domain_id and user_profile_name for Studio set values."
Expand All @@ -126,15 +101,37 @@ def get_app_url(
+ "sagemaker.aws/tensorboard/default"
)
if training_job_name is not None:
self._validate_job_name(training_job_name)
url += (
"/data/plugin/sagemaker_data_manager/"
+ f"add_folder_or_job?Redirect=True&Name={training_job_name}"
)
else:
url += "/#sagemaker_data_manager"

elif (
not self._in_studio_env
and create_presigned_domain_url
and self._validate_domain_id(domain_id)
and self._validate_user_profile_name(user_profile_name)
):
if optional_create_presigned_url_kwargs is None:
optional_create_presigned_url_kwargs = {}
optional_create_presigned_url_kwargs["DomainId"] = domain_id
optional_create_presigned_url_kwargs["UserProfileName"] = user_profile_name

redirect = "TensorBoard"
state_to_encode = None
if training_job_name is not None:
state_to_encode = (
"/tensorboard/default/data/plugin/sagemaker_data_manager/"
+ f"add_folder_or_job?Redirect=True&Name={training_job_name}"
)

url = self._get_presigned_url(
optional_create_presigned_url_kwargs, redirect, state_to_encode
)
else:
if domain_id or user_profile_name or create_presigned_domain_url:
if not self._in_studio_env and create_presigned_domain_url:
logger.warning(
"A valid domain ID and user profile name were not provided. "
"Providing default landing page URL as a result."
Expand Down
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