VirtualTable¶
Contained within this file are experimental interfaces for working with the Synapse Python Client. Unless otherwise noted these interfaces are subject to change at any time. Use at your own risk.
API reference¶
synapseclient.models.VirtualTable
dataclass
¶
Bases: VirtualTableSynchronousProtocol, AccessControllable, TableBase, TableStoreMixin, DeleteMixin, GetMixin, QueryMixin
A virtual table is a type of table that is dynamically built from a Synapse
SQL query. Its content is read only and based off the defining_sql attribute.
The SQL of the virtual table may NOT contain JOIN or UNION clauses and must
reference a table that has a non-empty schema.
A VirtualTable object represents this VirtualTable API model in Synapse:
https://rest-docs.synapse.org/rest/org/sagebionetworks/repo/model/table/VirtualTable.html
| ATTRIBUTE | DESCRIPTION |
|---|---|
id |
The unique immutable ID for this entity. Once issued, this ID is guaranteed to never change or be re-issued. |
name |
The name of this entity. Must be 256 characters or less. Names may only contain: letters, numbers, spaces, underscores, hyphens, periods, plus signs, apostrophes, and parentheses. |
description |
The description of this entity. Must be 1000 characters or less. |
etag |
Synapse employs an Optimistic Concurrency Control (OCC) scheme to handle concurrent updates. Since the E-Tag changes every time an entity is updated it is used to detect when a client's current representation of an entity is out-of-date. |
created_on |
The date this entity was created. |
modified_on |
The date this entity was last modified. In YYYY-MM-DD-Thh:mm:ss.sssZ format. |
created_by |
The ID of the user that created this entity. |
modified_by |
The ID of the user that last modified this entity. |
parent_id |
The ID of the Entity that is the parent of this entity. |
version_number |
The version number issued to this version on the object. |
version_label |
The version label for this entity. |
version_comment |
The version comment for this entity. |
is_latest_version |
If this is the latest version of the object. |
columns |
(Read Only) The columns of a virtual table are dynamic based on the select statement of the definingSQL. This list of columnIds is for read-only purposes.
TYPE:
|
is_search_enabled |
When creating or updating a table or view specifies if full text search should be enabled. |
defining_sql |
The synapse SQL statement that defines the data in the
virtual table. This field may NOT contain JOIN or UNION clauses.
If a JOIN or UNION clause is present, a |
annotations |
Additional metadata associated with the entityview. The key is
the name of your desired annotations. The value is an object containing a
list of values (use empty list to represent no values for key) and the
value type associated with all values in the list. To remove all
annotations set this to an empty dict
TYPE:
|
activity |
The Activity model represents the main record of Provenance in Synapse. |
Create a new virtual table with a defining SQL query.
from synapseclient import Synapse
from synapseclient.models import VirtualTable
syn = Synapse()
syn.login()
virtual_table = VirtualTable(
name="My Virtual Table",
description="A test virtual table",
parent_id="syn12345",
defining_sql="SELECT * FROM syn67890"
)
virtual_table = virtual_table.store()
print(f"Created Virtual Table with ID: {virtual_table.id}")
Update the defining SQL of an existing virtual table.
from synapseclient import Synapse
from synapseclient.models import VirtualTable
syn = Synapse()
syn.login()
virtual_table = VirtualTable(id="syn12345").get()
virtual_table.defining_sql = "SELECT column1, column2 FROM syn67890"
virtual_table = virtual_table.store()
print("Updated Virtual Table defining SQL.")
Delete a virtual table.
from synapseclient import Synapse
from synapseclient.models import VirtualTable
syn = Synapse()
syn.login()
virtual_table = VirtualTable(id="syn12345")
virtual_table.delete()
print("Deleted Virtual Table.")
Query data from a virtual table.
from synapseclient import Synapse
from synapseclient.models import query
syn = Synapse()
syn.login()
query_result = query("SELECT * FROM syn66080386")
print(query_result)
Source code in synapseclient/models/virtualtable.py
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Functions¶
store_async
async
¶
store_async(dry_run: bool = False, *, job_timeout: int = 600, synapse_client: Optional[Synapse] = None) -> Self
Asynchronously store metadata about a VirtualTable including the annotations.
Note: Columns and rows in a VirtualTable are determined by the defining_sql attribute. To update
the columns, you must update the defining_sql and store the view.
| PARAMETER | DESCRIPTION |
|---|---|
dry_run
|
If True, will not actually store the table but will log to the console what would have been stored.
TYPE:
|
job_timeout
|
The maximum amount of time to wait for a job to complete.
This is used when updating the table schema. If the timeout
is reached a
TYPE:
|
synapse_client
|
If not passed in and caching was not disabled by
|
| RETURNS | DESCRIPTION |
|---|---|
Self
|
The VirtualTable instance stored in synapse. |
| RAISES | DESCRIPTION |
|---|---|
ValueError
|
If the defining_sql contains JOIN or UNION operations, which are not supported in VirtualTables. |
Create a new virtual table with a defining SQL query.
import asyncio
from synapseclient import Synapse
from synapseclient.models import VirtualTable
async def main():
syn = Synapse()
await syn.login_async()
virtual_table = VirtualTable(
name="My Virtual Table",
description="A test virtual table",
parent_id="syn12345",
defining_sql="SELECT * FROM syn67890"
)
virtual_table = await virtual_table.store_async()
print(f"Created Virtual Table with ID: {virtual_table.id}")
asyncio.run(main())
Source code in synapseclient/models/virtualtable.py
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get_async
async
¶
get_async(include_columns: bool = True, include_activity: bool = False, *, synapse_client: Optional[Synapse] = None) -> Self
Asynchronously get the metadata about the VirtualTable from synapse.
| PARAMETER | DESCRIPTION |
|---|---|
include_columns
|
If True, will include fully filled column objects in the
TYPE:
|
include_activity
|
If True the activity will be included in the VirtualTable if it exists. Defaults to False.
TYPE:
|
synapse_client
|
If not passed in and caching was not disabled by
|
| RETURNS | DESCRIPTION |
|---|---|
Self
|
The VirtualTable instance stored in synapse. |
Retrieve a virtual table by ID.
import asyncio
from synapseclient import Synapse
from synapseclient.models import VirtualTable
async def main():
syn = Synapse()
await syn.login_async()
virtual_table = await VirtualTable(id="syn12345").get_async()
print(virtual_table)
asyncio.run(main())
Source code in synapseclient/models/virtualtable.py
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delete_async
async
¶
Asynchronously delete the virtual table from synapse. This is not version specific. If you'd like to delete a specific version of the virtual table you must use the synapseclient.api.delete_entity function directly.
| PARAMETER | DESCRIPTION |
|---|---|
synapse_client
|
If not passed in and caching was not disabled by
|
Delete a virtual table.
import asyncio
from synapseclient import Synapse
from synapseclient.models import VirtualTable
async def main():
syn = Synapse()
await syn.login_async()
virtual_table = VirtualTable(id="syn12345")
await virtual_table.delete_async()
print("Deleted Virtual Table.")
asyncio.run(main())
Source code in synapseclient/models/virtualtable.py
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query_async
async
staticmethod
¶
query_async(query: str, include_row_id_and_row_version: bool = True, convert_to_datetime: bool = False, download_location=None, quote_character='"', escape_character='\\', line_end=str(linesep), separator=',', header=True, *, synapse_client: Optional[Synapse] = None, **kwargs) -> DATA_FRAME_TYPE
Query for data on a table stored in Synapse. The results will always be
returned as a Pandas DataFrame unless you specify a download_location in which
case the results will be downloaded to that location. There are a number of
arguments that you may pass to this function depending on if you are getting
the results back as a DataFrame or downloading the results to a file.
| PARAMETER | DESCRIPTION |
|---|---|
query
|
The query to run. The query must be valid syntax that Synapse can understand. See this document that describes the expected syntax of the query: https://rest-docs.synapse.org/rest/org/sagebionetworks/repo/web/controller/TableExamples.html
TYPE:
|
include_row_id_and_row_version
|
If True the
TYPE:
|
convert_to_datetime
|
(DataFrame only) If set to True, will convert all Synapse DATE columns from UNIX timestamp integers into UTC datetime objects
TYPE:
|
download_location
|
(CSV Only) If set to a path the results will be downloaded to that directory. The results will be downloaded as a CSV file. A path to the downloaded file will be returned instead of a DataFrame.
DEFAULT:
|
quote_character
|
(CSV Only) The character to use to quote fields. The default is a double quote.
DEFAULT:
|
escape_character
|
(CSV Only) The character to use to escape special characters. The default is a backslash.
DEFAULT:
|
line_end
|
(CSV Only) The character to use to end a line. The default is the system's line separator. |
separator
|
(CSV Only) The character to use to separate fields. The default is a comma.
DEFAULT:
|
header
|
(CSV Only) If set to True the first row will be used as the header row. The default is True.
DEFAULT:
|
**kwargs
|
(DataFrame only) Additional keyword arguments to pass to pandas.read_csv. See https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html for complete list of supported arguments. This is exposed as internally the query downloads a CSV from Synapse and then loads it into a dataframe.
DEFAULT:
|
synapse_client
|
If not passed in and caching was not disabled by
|
| RETURNS | DESCRIPTION |
|---|---|
DATA_FRAME_TYPE
|
The results of the query as a Pandas DataFrame or a path to the downloaded |
DATA_FRAME_TYPE
|
query results if |
Querying for data
This example shows how you may query for data in a table and print out the results.
import asyncio
from synapseclient import Synapse
from synapseclient.models import query_async
syn = Synapse()
syn.login()
async def main():
results = await query_async(query="SELECT * FROM syn1234")
print(results)
asyncio.run(main())
Source code in synapseclient/models/mixins/table_components.py
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query_part_mask_async
async
staticmethod
¶
query_part_mask_async(query: str, part_mask: int, *, synapse_client: Optional[Synapse] = None) -> QueryResultBundle
Query for data on a table stored in Synapse. This is a more advanced use case
of the query function that allows you to determine what addiitional metadata
about the table or query should also be returned. If you do not need this
additional information then you are better off using the query function.
The query for this method uses this Rest API: https://rest-docs.synapse.org/rest/POST/entity/id/table/query/async/start.html
| PARAMETER | DESCRIPTION |
|---|---|
query
|
The query to run. The query must be valid syntax that Synapse can understand. See this document that describes the expected syntax of the query: https://rest-docs.synapse.org/rest/org/sagebionetworks/repo/web/controller/TableExamples.html
TYPE:
|
part_mask
|
The bitwise OR of the part mask values you want to return in the results. The following list of part masks are implemented to be returned in the results:
TYPE:
|
synapse_client
|
If not passed in and caching was not disabled by
|
| RETURNS | DESCRIPTION |
|---|---|
QueryResultBundle
|
The results of the query as a Pandas DataFrame. |
Querying for data with a part mask
This example shows how to use the bitwise OR of Python to combine the
part mask values and then use that to query for data in a table and print
out the results.
In this case we are getting the results of the query, the count of rows, and the last updated on date of the table.
import asyncio
from synapseclient import Synapse
from synapseclient.models import query_part_mask_async
syn = Synapse()
syn.login()
QUERY_RESULTS = 0x1
QUERY_COUNT = 0x2
LAST_UPDATED_ON = 0x80
# Combine the part mask values using bitwise OR
part_mask = QUERY_RESULTS | QUERY_COUNT | LAST_UPDATED_ON
async def main():
result = await query_part_mask_async(query="SELECT * FROM syn1234", part_mask=part_mask)
print(result)
asyncio.run(main())
Source code in synapseclient/models/mixins/table_components.py
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get_permissions_async
async
¶
get_permissions_async(*, synapse_client: Optional[Synapse] = None) -> Permissions
Get the permissions that the caller has on an Entity.
| PARAMETER | DESCRIPTION |
|---|---|
synapse_client
|
If not passed in and caching was not disabled by
|
| RETURNS | DESCRIPTION |
|---|---|
Permissions
|
A Permissions object |
Using this function:
Getting permissions for a Synapse Entity
import asyncio
from synapseclient import Synapse
from synapseclient.models import File
syn = Synapse()
syn.login()
async def main():
permissions = await File(id="syn123").get_permissions_async()
asyncio.run(main())
Getting access types list from the Permissions object
permissions.access_types
Source code in synapseclient/models/mixins/access_control.py
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get_acl_async
async
¶
get_acl_async(principal_id: int = None, check_benefactor: bool = True, *, synapse_client: Optional[Synapse] = None) -> List[str]
Get the ACL that a user or group has on an Entity.
Note: If the entity does not have local sharing settings, or ACL set directly on it, this will look up the ACL on the benefactor of the entity. The benefactor is the entity that the current entity inherits its permissions from. The benefactor is usually the parent entity, but it can be any ancestor in the hierarchy. For example, a newly created Project will be its own benefactor, while a new FileEntity's benefactor will start off as its containing Project or Folder. If the entity already has local sharing settings, the benefactor would be itself.
| PARAMETER | DESCRIPTION |
|---|---|
principal_id
|
Identifier of a user or group (defaults to PUBLIC users)
TYPE:
|
check_benefactor
|
If True (default), check the benefactor for the entity to get the ACL. If False, only check the entity itself. This is useful for checking the ACL of an entity that has local sharing settings, but you want to check the ACL of the entity itself and not the benefactor it may inherit from.
TYPE:
|
synapse_client
|
If not passed in and caching was not disabled by
|
| RETURNS | DESCRIPTION |
|---|---|
List[str]
|
An array containing some combination of ['READ', 'UPDATE', 'CREATE', 'DELETE', 'DOWNLOAD', 'MODERATE', 'CHANGE_PERMISSIONS', 'CHANGE_SETTINGS'] or an empty array |
Source code in synapseclient/models/mixins/access_control.py
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set_permissions_async
async
¶
set_permissions_async(principal_id: int = None, access_type: List[str] = None, modify_benefactor: bool = False, warn_if_inherits: bool = True, overwrite: bool = True, *, synapse_client: Optional[Synapse] = None) -> Dict[str, Union[str, list]]
Sets permission that a user or group has on an Entity. An Entity may have its own ACL or inherit its ACL from a benefactor.
| PARAMETER | DESCRIPTION |
|---|---|
principal_id
|
Identifier of a user or group.
TYPE:
|
access_type
|
Type of permission to be granted. One or more of CREATE, READ, DOWNLOAD, UPDATE, DELETE, CHANGE_PERMISSIONS. Defaults to ['READ', 'DOWNLOAD'] |
modify_benefactor
|
Set as True when modifying a benefactor's ACL. The term 'benefactor' is used to indicate which Entity an Entity inherits its ACL from. For example, a newly created Project will be its own benefactor, while a new FileEntity's benefactor will start off as its containing Project. If the entity already has local sharing settings the benefactor would be itself. It may also be the immediate parent, somewhere in the parent tree, or the project itself.
TYPE:
|
warn_if_inherits
|
When
TYPE:
|
overwrite
|
By default this function overwrites existing permissions for the specified user. Set this flag to False to add new permissions non-destructively.
TYPE:
|
synapse_client
|
If not passed in and caching was not disabled by
|
| RETURNS | DESCRIPTION |
|---|---|
Dict[str, Union[str, list]]
|
An Access Control List object |
Setting permissions
Grant all registered users download access
import asyncio
from synapseclient import Synapse
from synapseclient.models import File
syn = Synapse()
syn.login()
async def main():
await File(id="syn123").set_permissions_async(principal_id=273948, access_type=['READ','DOWNLOAD'])
asyncio.run(main())
Grant the public view access
import asyncio
from synapseclient import Synapse
from synapseclient.models import File
syn = Synapse()
syn.login()
async def main():
await File(id="syn123").set_permissions_async(principal_id=273949, access_type=['READ'])
asyncio.run(main())
Source code in synapseclient/models/mixins/access_control.py
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delete_permissions_async
async
¶
delete_permissions_async(include_self: bool = True, include_container_content: bool = False, recursive: bool = False, target_entity_types: Optional[List[str]] = None, dry_run: bool = False, show_acl_details: bool = True, show_files_in_containers: bool = True, *, synapse_client: Optional[Synapse] = None, _benefactor_tracker: Optional[BenefactorTracker] = None) -> None
Delete the entire Access Control List (ACL) for a given Entity. This is not scoped to a specific user or group, but rather removes all permissions associated with the Entity. After this operation, the Entity will inherit permissions from its benefactor, which is typically its parent entity or the Project it belongs to.
In order to remove permissions for a specific user or group, you
should use the set_permissions_async method with the access_type set to
an empty list.
By default, Entities such as FileEntity and Folder inherit their permission from their containing Project. For such Entities the Project is the Entity's 'benefactor'. This permission inheritance can be overridden by creating an ACL for the Entity. When this occurs the Entity becomes its own benefactor and all permission are determined by its own ACL.
If the ACL of an Entity is deleted, then its benefactor will automatically be set to its parent's benefactor.
Special notice for Projects: The ACL for a Project cannot be deleted, you must individually update or revoke the permissions for each user or group.
| PARAMETER | DESCRIPTION |
|---|---|
include_self
|
If True (default), delete the ACL of the current entity. If False, skip deleting the ACL of the current entity.
TYPE:
|
include_container_content
|
If True, delete ACLs from contents directly within containers (files and folders inside self). This must be set to True for recursive to have any effect. Defaults to False.
TYPE:
|
recursive
|
If True and the entity is a container (e.g., Project or Folder),
recursively process child containers. Note that this must be used with
include_container_content=True to have any effect. Setting recursive=True
with include_container_content=False will raise a ValueError.
Only works on classes that support the
TYPE:
|
target_entity_types
|
Specify which entity types to process when deleting ACLs.
Allowed values are "folder" and "file" (case-insensitive).
If None, defaults to ["folder", "file"]. This does not affect the
entity type of the current entity, which is always processed if
|
dry_run
|
If True, log the changes that would be made instead of actually performing the deletions. When enabled, all ACL deletion operations are simulated and logged at info level. Defaults to False.
TYPE:
|
show_acl_details
|
When dry_run=True, controls whether current ACL details are displayed for entities that will have their permissions changed. If True (default), shows detailed ACL information. If False, hides ACL details for cleaner output. Has no effect when dry_run=False.
TYPE:
|
show_files_in_containers
|
When dry_run=True, controls whether files within containers are displayed in the preview. If True (default), shows all files. If False, hides files when their only change is benefactor inheritance (but still shows files with local ACLs being deleted). Has no effect when dry_run=False.
TYPE:
|
synapse_client
|
If not passed in and caching was not disabled by
|
_benefactor_tracker
|
Internal use tracker for managing benefactor relationships. Used for recursive functionality to track which entities will be affected
TYPE:
|
| RETURNS | DESCRIPTION |
|---|---|
None
|
None |
| RAISES | DESCRIPTION |
|---|---|
ValueError
|
If the entity does not have an ID or if an invalid entity type is provided. |
SynapseHTTPError
|
If there are permission issues or if the entity already inherits permissions. |
Exception
|
For any other errors that may occur during the process. |
Note: The caller must be granted ACCESS_TYPE.CHANGE_PERMISSIONS on the Entity to call this method.
Delete permissions for a single entity
import asyncio
from synapseclient import Synapse
from synapseclient.models import File
syn = Synapse()
syn.login()
async def main():
await File(id="syn123").delete_permissions_async()
asyncio.run(main())
Delete permissions recursively for a folder and all its children
import asyncio
from synapseclient import Synapse
from synapseclient.models import Folder
syn = Synapse()
syn.login()
async def main():
# Delete permissions for this folder only (does not affect children)
await Folder(id="syn123").delete_permissions_async()
# Delete permissions for all files and folders directly within this folder,
# but not the folder itself
await Folder(id="syn123").delete_permissions_async(
include_self=False,
include_container_content=True
)
# Delete permissions for all items in the entire hierarchy (folders and their files)
# Both recursive and include_container_content must be True
await Folder(id="syn123").delete_permissions_async(
recursive=True,
include_container_content=True
)
# Delete permissions only for folder entities within this folder recursively
# and their contents
await Folder(id="syn123").delete_permissions_async(
recursive=True,
include_container_content=True,
target_entity_types=["folder"]
)
# Delete permissions only for files within this folder and all subfolders
await Folder(id="syn123").delete_permissions_async(
include_self=False,
recursive=True,
include_container_content=True,
target_entity_types=["file"]
)
# Dry run example: Log what would be deleted without making changes
await Folder(id="syn123").delete_permissions_async(
recursive=True,
include_container_content=True,
dry_run=True
)
asyncio.run(main())
Source code in synapseclient/models/mixins/access_control.py
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list_acl_async
async
¶
list_acl_async(recursive: bool = False, include_container_content: bool = False, target_entity_types: Optional[List[str]] = None, log_tree: bool = False, *, synapse_client: Optional[Synapse] = None, _progress_bar: Optional[tqdm] = None) -> AclListResult
List the Access Control Lists (ACLs) for this entity and optionally its children.
This function returns the local sharing settings for the entity and optionally its children. It provides a mapping of all ACLs for the given container/entity.
Important Note: This function returns the LOCAL sharing settings only, not the effective permissions that each Synapse User ID/Team has on the entities. More permissive permissions could be granted via a Team that the user has access to that has permissions on the entity, or through inheritance from parent entities.
| PARAMETER | DESCRIPTION |
|---|---|
recursive
|
If True and the entity is a container (e.g., Project or Folder),
recursively process child containers. Note that this must be used with
include_container_content=True to have any effect. Setting recursive=True
with include_container_content=False will raise a ValueError.
Only works on classes that support the
TYPE:
|
include_container_content
|
If True, include ACLs from contents directly within containers (files and folders inside self). This must be set to True for recursive to have any effect. Defaults to False.
TYPE:
|
target_entity_types
|
Specify which entity types to process when listing ACLs. Allowed values are "folder" and "file" (case-insensitive). If None, defaults to ["folder", "file"]. |
log_tree
|
If True, logs the ACL results to console in ASCII tree format showing entity hierarchies and their ACL permissions in a tree-like structure. Defaults to False.
TYPE:
|
synapse_client
|
If not passed in and caching was not disabled by
|
_progress_bar
|
Internal parameter. Progress bar instance to use for updates when called recursively. Should not be used by external callers.
TYPE:
|
| RETURNS | DESCRIPTION |
|---|---|
AclListResult
|
An AclListResult object containing a structured representation of ACLs where: |
AclListResult
|
|
AclListResult
|
|
AclListResult
|
|
| RAISES | DESCRIPTION |
|---|---|
ValueError
|
If the entity does not have an ID or if an invalid entity type is provided. |
SynapseHTTPError
|
If there are permission issues accessing ACLs. |
Exception
|
For any other errors that may occur during the process. |
List ACLs for a single entity
import asyncio
from synapseclient import Synapse
from synapseclient.models import File
syn = Synapse()
syn.login()
async def main():
acl_result = await File(id="syn123").list_acl_async()
print(acl_result)
# Access entity ACLs (entity_acls is a list, not a dict)
for entity_acl in acl_result.all_entity_acls:
if entity_acl.entity_id == "syn123":
# Access individual ACL entries
for acl_entry in entity_acl.acl_entries:
if acl_entry.principal_id == "273948":
print(f"Principal 273948 has permissions: {acl_entry.permissions}")
# I can also access the ACL for the file itself
print(acl_result.entity_acl)
print(acl_result)
asyncio.run(main())
List ACLs recursively for a folder and all its children
import asyncio
from synapseclient import Synapse
from synapseclient.models import Folder
syn = Synapse()
syn.login()
async def main():
acl_result = await Folder(id="syn123").list_acl_async(
recursive=True,
include_container_content=True
)
# Access each entity's ACL (entity_acls is a list)
for entity_acl in acl_result.all_entity_acls:
print(f"Entity {entity_acl.entity_id} has ACL with {len(entity_acl.acl_entries)} principals")
# I can also access the ACL for the folder itself
print(acl_result.entity_acl)
# List ACLs for only folder entities
folder_acl_result = await Folder(id="syn123").list_acl_async(
recursive=True,
include_container_content=True,
target_entity_types=["folder"]
)
asyncio.run(main())
List ACLs with ASCII tree visualization
When log_tree=True, the ACLs will be logged in a tree format. Additionally,
the ascii_tree attribute of the AclListResult will contain the ASCII tree
representation of the ACLs.
import asyncio
from synapseclient import Synapse
from synapseclient.models import Folder
syn = Synapse()
syn.login()
async def main():
acl_result = await Folder(id="syn123").list_acl_async(
recursive=True,
include_container_content=True,
log_tree=True, # Enable ASCII tree logging
)
# The ASCII tree representation of the ACLs will also be available
# in acl_result.ascii_tree
print(acl_result.ascii_tree)
asyncio.run(main())
Source code in synapseclient/models/mixins/access_control.py
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