skills/omero-integration/references/advanced.md
This reference covers features that can broaden scope, expose original data,
or mutate server state. Apply the operating contract in SKILL.md first.
OMERO group permissions are commonly represented as:
rw----rwr---rwra--rwrw--The string describes group policy, not a guarantee that a specific operation is allowed. Ownership, administrator privileges, object state, and link rules also matter.
Inspect, do not infer:
image = conn.getObject("Image", image_id)
if image is None:
raise LookupError("Image unavailable")
details = image.getDetails()
permissions = details.getPermissions()
print(
{
"group_id": details.getGroup().getId(),
"owner_id": details.getOwner().getId(),
"can_edit": permissions.canEdit(),
"can_annotate": permissions.canAnnotate(),
"can_link": permissions.canLink(),
"can_delete": permissions.canDelete(),
}
)
Do not print owner/group names or email addresses unless needed.
conn.SERVICE_OPTS.setOmeroGroup("-1") requests all accessible groups. It can
multiply query scope and expose data from collaborations not intended for the
current task. Require explicit cross-group approval, a total cap, and
group IDs in output.
suConn() and CLI --sudo are privileged impersonation mechanisms. Use only
for an administrator-approved task with:
Never create a substitute connection merely to work around a permission error.
Filesets represent original imported file collections. One fileset may back multiple images and include nested paths:
fileset = image.getFileset()
if fileset is not None:
print(fileset.getId())
Original-file paths and names can expose acquisition layout or identifiers. Do not enumerate them in a general inventory.
The current CLI can download one explicit object:
omero download OriginalFile:123 ./reviewed-file
omero download FileAnnotation:456 ./reviewed-file
omero download Image:789 ./reviewed-empty-directory
omero download Fileset:321 ./reviewed-empty-directory
Image and Fileset may expand to multiple files. First inspect count/size,
then use a dedicated destination with collision/symlink checks. Authenticate
through a prompted stored session; do not add password or key flags.
Direct RawFileStore usage must be bounded and closed:
max_bytes = 50 * 1024 * 1024
store = conn.createRawFileStore()
try:
store.setFileId(original_file_id)
size = store.size()
if size > max_bytes:
raise ValueError("OriginalFile exceeds approved byte limit")
chunk = store.read(0, min(size, 1024 * 1024))
finally:
store.close()
This sample intentionally reads at most one chunk. A full download needs a loop with cumulative byte checks and a caller-selected safe path.
conn.deleteObjects(type, ids, wait=True) submits an OMERO command. The exact
impact depends on object type, links, ownership, and server graph rules. Do not
promise a cascade/orphan result from intuition.
Required delete workflow:
wait=True or monitor the returned command callback.Never select delete targets by a broad name/namespace query without an ID review. Never add delete mode to inventory/export scripts.
Unlinking an annotation, table, image, or dataset is a different graph change from deleting the child. State which one is intended.
Changing ownership or moving data between groups can alter access for many linked objects. Current CLI documentation says ownership changes require full admin, an appropriately privileged restricted admin, or group owner.
Before:
_obj.details.owner
manipulation copied from old examples.Do not write private model fields to bypass service-level policy.
Use fixed HQL and typed parameters:
import omero.sys
parameters = omero.sys.ParametersI()
parameters.addLong("image_id", image_id)
query = "select i from Image i where i.id = :image_id"
model_image = conn.getQueryService().findByQuery(query, parameters)
Never interpolate names, namespaces, IDs, ordering, or arbitrary user text into HQL. Map user choices to allowlisted fixed query templates. Apply a server-side result limit to list queries.
The current generated API marks at least these interfaces deprecated:
IRoiIShareIRoi.findByImage remains in current official Python examples, but should be
isolated and version-checked. Do not build new sharing workflows on
IShare; use current administrator-supported OMERO.web/public-data features
instead.
Deprecation does not mean immediate removal. It means callers must not claim long-term stability or invent a replacement.
Official OMERO.web developer documentation says only these included apps are stable public APIs:
apiwebgatewayOther apps, including webclient, expose internal URLs and methods that may
change in minor releases. A URL currently used by the UI is not automatically
a supported integration endpoint.
The documented OMERO JSON API:
api Django app;GET /api/;GET /api/v0/;X-OMERO-ApiVersion;limit and offset pagination;totalCount, limit, offset, and server maxLimit;/api/v0/login/;Official docs describe create/read/update/delete access but also explicitly limit type coverage. Do not call it a complete generic REST interface, assume OAuth, assume token authentication, or infer endpoints not listed by the server's discovery response.
Use HTTPS. A JSON API password is sent in the documented login POST and must
never be logged. Honor the returned maxLimit; apply a smaller client cap.
webgateway provides documented rendered images and JSON data. Confirm the
current endpoint page before implementing, cap image size/quality, and use
HTTPS. Do not substitute a webclient AJAX route.
Publishing is an administrator configuration, not a client-side “make public” API call. Current official guidance:
omero.web.public.enabled defaults to false;omero.web.public.url_filter must explicitly allow routes and otherwise
matches nothing;OME shows examples such as webclient/?show=project-... for publication
navigation, but the webclient itself is explicitly not a stable public API.
Do not promise that such links are permanent integration contracts. For
durable publication URLs, use administrator-owned redirects/DOIs and test them
after upgrades.
Never generate a public link merely because an object is readable to the current authenticated user. Confirm:
Installing omero-py provides the CLI framework, but import/admin commands
also depend on a compatible extracted OMERO.server tree through OMERODIR.
Do not point OMERODIR at an arbitrary or mismatched server distribution.
Remote client commands and local server administration have different risk. Before any admin command, confirm it is being run on the intended host with the intended server installation/configuration.
api/webgateway treated as stable OMERO.web APIs