diff --git a/next_cvat/access_token.py b/next_cvat/access_token.py index 8bdcf0e..2b05404 100644 --- a/next_cvat/access_token.py +++ b/next_cvat/access_token.py @@ -20,11 +20,26 @@ class AccessToken(BaseModel): @classmethod def from_client_cookies(cls, cookies: Dict, headers: Dict) -> AccessToken: """Create an AccessToken from CVAT client cookies and headers.""" + # For basic auth, there might not be an Authorization header + # In this case, we'll use the session-based authentication + api_key = headers.get("Authorization", "session-based-auth") + + # Extract expires from sessionid cookie (Morsel object) + sessionid_cookie = cookies["sessionid"] + expires_str = sessionid_cookie.get("expires") + if expires_str: + expires_at = parsedate_to_datetime(expires_str) + else: + # Fallback to a reasonable default if no expires is set + from datetime import datetime, timedelta + + expires_at = datetime.now() + timedelta(days=14) + return cls( - sessionid=str(cookies["sessionid"]), - csrftoken=str(cookies["csrftoken"]), - api_key=headers["Authorization"], - expires_at=parsedate_to_datetime(cookies["sessionid"]["expires"]), + sessionid=str(sessionid_cookie.value), + csrftoken=str(cookies["csrftoken"].value), + api_key=api_key, + expires_at=expires_at, ) def serialize(self) -> str: diff --git a/next_cvat/client/client.py b/next_cvat/client/client.py index 2600515..e40952e 100644 --- a/next_cvat/client/client.py +++ b/next_cvat/client/client.py @@ -62,9 +62,12 @@ def token_cvat_client(self) -> Generator[CVATClient, None, None]: with make_client(host="app.cvat.ai") as client: token = AccessToken.deserialize(self.token) - client.api_client.set_default_header( - "Authorization", f"Token {token.api_key}" - ) + # Only set Authorization header if we have a real API key (not session-based) + if token.api_key != "session-based-auth": + client.api_client.set_default_header( + "Authorization", f"Token {token.api_key}" + ) + client.api_client.cookies["sessionid"] = token.sessionid client.api_client.cookies["csrftoken"] = token.csrftoken diff --git a/next_cvat/client/job_annotations.py b/next_cvat/client/job_annotations.py index dd8106c..7989b00 100644 --- a/next_cvat/client/job_annotations.py +++ b/next_cvat/client/job_annotations.py @@ -51,6 +51,22 @@ def add_polyline_( return self + def add_polygon_( + self, + polygon: next_cvat.Polygon, + image_name: str, + group: int = 0, + ) -> JobAnnotations: + label = self.job.task.project.label(name=polygon.label) + + frame = self.job.task.frame(image_name=image_name) + + self.annotations["shapes"].append( + polygon.request(frame=frame.id, label_id=label.id, group=group) + ) + + return self + def add_tag_( self, tag: next_cvat.Tag, @@ -70,7 +86,5 @@ def add_tag_( def request(self) -> models.LabeledDataRequest: request = models.LabeledDataRequest() request.version = self.annotations["version"] - request.tags = self.annotations["tags"] - request.shapes = self.annotations["shapes"] - request.tracks = self.annotations["tracks"] + return request diff --git a/next_cvat/types/polygon.py b/next_cvat/types/polygon.py index bc285c6..9897206 100644 --- a/next_cvat/types/polygon.py +++ b/next_cvat/types/polygon.py @@ -3,6 +3,7 @@ from typing import List, Tuple import numpy as np +from cvat_sdk.api_client import models from PIL import Image, ImageDraw from pydantic import BaseModel, field_validator @@ -11,10 +12,10 @@ class Polygon(BaseModel): """A polygon annotation in CVAT. - + Polygons are used to define regions in images using a series of connected points. They can be converted to segmentation masks and support various geometric operations. - + Attributes: label: The label/class name for this polygon source: The source of this annotation (e.g. "manual", "automatic") @@ -23,6 +24,7 @@ class Polygon(BaseModel): z_order: The z-order/layer of this polygon attributes: List of additional attributes for this polygon """ + label: str source: str occluded: int @@ -33,7 +35,7 @@ class Polygon(BaseModel): @field_validator("points", mode="before") def parse_points(cls, v): """Parse points from string format if needed. - + Handles conversion from CVAT's string format ("x1,y1;x2,y2;...") to list of tuples. """ if isinstance(v, str): @@ -84,11 +86,37 @@ def translate(self, dx: int, dy: int) -> Polygon: def polygon(self) -> Polygon: """Get this polygon. - + This method exists for compatibility with other shape types that can be converted to polygons. - + Returns: This polygon instance """ return self + + def request( + self, frame: int, label_id: int, group: int = 0 + ) -> models.LabeledShapeRequest: + """Convert the polygon to a CVAT shape format. + + Args: + frame: The frame number this polygon appears in + label_id: The ID of the label this polygon is associated with + group: The group ID for this shape (default: 0) + + Returns: + LabeledShapeRequest object for CVAT API + """ + return models.LabeledShapeRequest( + type="polygon", + occluded=bool(self.occluded), + points=np.array(self.points).flatten().tolist(), + rotation=0.0, + outside=False, + attributes=[attr.model_dump() for attr in self.attributes], + group=group, + source=self.source, + frame=frame, + label_id=label_id, + ) diff --git a/poetry.lock b/poetry.lock index 0bdf6d0..9affa00 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. 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client.project(project_id).task(task_id).job(job_id) + + annotations = job.annotations() + + # Create a simple polygon (e.g., a pentagon) + points = np.array( + [ + [150, 100], # Top + [200, 125], # Top-right + [180, 175], # Bottom-right + [120, 175], # Bottom-left + [100, 125], # Top-left + ] + ).tolist() + + annotations.add_polygon_( + next_cvat.Polygon( + points=points, + label="Deformation", + source="manual", + occluded=0, + z_order=0, + attributes=[ + next_cvat.Attribute( + name="Severity", + value="High", + spec_id=deformation_attribute_id, + ) + ], + ), + image_name="20240916_000854_2011T_437.bmp", + ) + + job.update_annotations_(annotations) + + print("Successfully added polygon annotation")