|
import base64 |
|
import io |
|
import time |
|
|
|
import gradio as gr |
|
from pydantic import BaseModel, Field |
|
|
|
from modules.shared import opts |
|
|
|
import modules.shared as shared |
|
|
|
|
|
current_task = None |
|
pending_tasks = {} |
|
finished_tasks = [] |
|
recorded_results = [] |
|
recorded_results_limit = 2 |
|
|
|
|
|
def start_task(id_task): |
|
global current_task |
|
|
|
current_task = id_task |
|
pending_tasks.pop(id_task, None) |
|
|
|
|
|
def finish_task(id_task): |
|
global current_task |
|
|
|
if current_task == id_task: |
|
current_task = None |
|
|
|
finished_tasks.append(id_task) |
|
if len(finished_tasks) > 16: |
|
finished_tasks.pop(0) |
|
|
|
|
|
def record_results(id_task, res): |
|
recorded_results.append((id_task, res)) |
|
if len(recorded_results) > recorded_results_limit: |
|
recorded_results.pop(0) |
|
|
|
|
|
def add_task_to_queue(id_job): |
|
pending_tasks[id_job] = time.time() |
|
|
|
|
|
class ProgressRequest(BaseModel): |
|
id_task: str = Field(default=None, title="Task ID", description="id of the task to get progress for") |
|
id_live_preview: int = Field(default=-1, title="Live preview image ID", description="id of last received last preview image") |
|
|
|
|
|
class ProgressResponse(BaseModel): |
|
active: bool = Field(title="Whether the task is being worked on right now") |
|
queued: bool = Field(title="Whether the task is in queue") |
|
completed: bool = Field(title="Whether the task has already finished") |
|
progress: float = Field(default=None, title="Progress", description="The progress with a range of 0 to 1") |
|
eta: float = Field(default=None, title="ETA in secs") |
|
live_preview: str = Field(default=None, title="Live preview image", description="Current live preview; a data: uri") |
|
id_live_preview: int = Field(default=None, title="Live preview image ID", description="Send this together with next request to prevent receiving same image") |
|
textinfo: str = Field(default=None, title="Info text", description="Info text used by WebUI.") |
|
|
|
|
|
def setup_progress_api(app): |
|
return app.add_api_route("/internal/progress", progressapi, methods=["POST"], response_model=ProgressResponse) |
|
|
|
|
|
def progressapi(req: ProgressRequest): |
|
active = req.id_task == current_task |
|
queued = req.id_task in pending_tasks |
|
completed = req.id_task in finished_tasks |
|
|
|
if not active: |
|
return ProgressResponse(active=active, queued=queued, completed=completed, id_live_preview=-1, textinfo="In queue..." if queued else "Waiting...") |
|
|
|
progress = 0 |
|
|
|
job_count, job_no = shared.state.job_count, shared.state.job_no |
|
sampling_steps, sampling_step = shared.state.sampling_steps, shared.state.sampling_step |
|
|
|
if job_count > 0: |
|
progress += job_no / job_count |
|
if sampling_steps > 0 and job_count > 0: |
|
progress += 1 / job_count * sampling_step / sampling_steps |
|
|
|
progress = min(progress, 1) |
|
|
|
elapsed_since_start = time.time() - shared.state.time_start |
|
predicted_duration = elapsed_since_start / progress if progress > 0 else None |
|
eta = predicted_duration - elapsed_since_start if predicted_duration is not None else None |
|
|
|
id_live_preview = req.id_live_preview |
|
shared.state.set_current_image() |
|
if opts.live_previews_enable and shared.state.id_live_preview != req.id_live_preview: |
|
image = shared.state.current_image |
|
if image is not None: |
|
buffered = io.BytesIO() |
|
|
|
if opts.live_previews_image_format == "png": |
|
|
|
if max(*image.size) <= 256: |
|
save_kwargs = {"optimize": True} |
|
else: |
|
save_kwargs = {"optimize": False, "compress_level": 1} |
|
|
|
else: |
|
save_kwargs = {} |
|
|
|
image.save(buffered, format=opts.live_previews_image_format, **save_kwargs) |
|
base64_image = base64.b64encode(buffered.getvalue()).decode('ascii') |
|
live_preview = f"data:image/{opts.live_previews_image_format};base64,{base64_image}" |
|
id_live_preview = shared.state.id_live_preview |
|
else: |
|
live_preview = None |
|
else: |
|
live_preview = None |
|
|
|
return ProgressResponse(active=active, queued=queued, completed=completed, progress=progress, eta=eta, live_preview=live_preview, id_live_preview=id_live_preview, textinfo=shared.state.textinfo) |
|
|
|
|
|
def restore_progress(id_task): |
|
while id_task == current_task or id_task in pending_tasks: |
|
time.sleep(0.1) |
|
|
|
res = next(iter([x[1] for x in recorded_results if id_task == x[0]]), None) |
|
if res is not None: |
|
return res |
|
|
|
return gr.update(), gr.update(), gr.update(), f"Couldn't restore progress for {id_task}: results either have been discarded or never were obtained" |
|
|
