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https://github.com/vladmandic/automatic
synced 2026-09-19 09:14:35 +02:00
refactor(api): update cli tools for DeepBooru tagger migration
- Update cli/api-interrogate.py to use /sdapi/v1/tagger for DeepBooru - Handle tagger response format (scores dict or tags string) - Remove DeepBooru test from interrogate endpoint tests - Update API model descriptions to reference tagger for anime tagging
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+14
-14
@@ -9,6 +9,7 @@ import sys
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import os
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import asyncio
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import filetype
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from types import SimpleNamespace
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from PIL import Image
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from util import log, Map
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import sdapi
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@@ -65,22 +66,21 @@ async def interrogate(f):
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stats['captions'][word] = stats['captions'][word] + 1 if word in stats['captions'] else 1
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else:
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log.error({ 'interrogate clip error': res })
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# run booru
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json.model = 'deepdanbooru'
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res = await sdapi.post('/sdapi/v1/interrogate', json)
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# run tagger (DeepBooru)
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tagger_req = SimpleNamespace(image=json.image, model='deepbooru', show_scores=True)
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res = await sdapi.post('/sdapi/v1/tagger', tagger_req)
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keywords = {}
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if 'caption' in res:
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for term in res.caption.split(', '):
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term = term.replace('(', '').replace(')', '').replace('\\', '').split(':')
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if len(term) < 2:
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continue
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keywords[term[0]] = term[1]
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keywords = dict(sorted(keywords.items(), key=lambda x:x[1], reverse=True))
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for word in keywords.items():
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stats['keywords'][word[0]] = stats['keywords'][word[0]] + 1 if word[0] in stats['keywords'] else 1
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log.info({ 'interrogate keywords': keywords })
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if 'scores' in res and res.scores:
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keywords = dict(sorted(res.scores.items(), key=lambda x: x[1], reverse=True))
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for word in keywords:
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stats['keywords'][word] = stats['keywords'][word] + 1 if word in stats['keywords'] else 1
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log.info({'interrogate keywords': keywords})
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elif 'tags' in res:
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for tag in res.tags.split(', '):
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stats['keywords'][tag] = stats['keywords'][tag] + 1 if tag in stats['keywords'] else 1
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log.info({'interrogate tags': res.tags})
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else:
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log.error({ 'interrogate booru error': res })
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log.error({'interrogate tagger error': res})
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return caption, keywords, style
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+2
-39
@@ -3,7 +3,7 @@
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Caption API Test Suite
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Comprehensive tests for all Caption API endpoints and parameters:
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- GET/POST /sdapi/v1/interrogate (OpenCLiP/DeepBooru)
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- GET/POST /sdapi/v1/interrogate (OpenCLiP)
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- POST /sdapi/v1/vqa (VLM Captioning with annotated images)
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- GET /sdapi/v1/vqa/models, /sdapi/v1/vqa/prompts
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- POST /sdapi/v1/tagger
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@@ -302,13 +302,7 @@ class CaptionAPITest:
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self.log_fail(f"Expected list, got {type(data)}")
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return
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# Test 2: Contains deepdanbooru
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if 'deepdanbooru' in data:
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self.log_pass("Contains 'deepdanbooru'")
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else:
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self.log_fail("Missing 'deepdanbooru'")
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# Test 3: Contains OpenCLIP models (format: arch/dataset)
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# Test 2: Contains OpenCLIP models (format: arch/dataset)
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clip_models = [m for m in data if '/' in m]
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if clip_models:
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self.log_pass(f"Contains {len(clip_models)} OpenCLIP models")
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@@ -316,36 +310,6 @@ class CaptionAPITest:
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else:
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self.log_skip("No OpenCLIP models found (may need to download)")
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# =========================================================================
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# TEST: POST /sdapi/v1/interrogate - DeepBooru
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# =========================================================================
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def test_interrogate_post_deepbooru(self):
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"""Test DeepBooru interrogation."""
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print("\n" + "=" * 70)
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print("TEST: POST /sdapi/v1/interrogate (DeepBooru)")
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print("=" * 70)
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t0 = time.time()
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data = self.post('/sdapi/v1/interrogate', {
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'image': self.image_b64,
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'model': 'deepdanbooru'
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})
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elapsed = time.time() - t0
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if 'error' in data:
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self.log_skip(f"DeepBooru: {data.get('reason', 'failed')} (model may not be loaded)")
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return
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caption = data.get('caption', '')
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if caption and not self.is_error_answer(caption):
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caption_preview = caption[:80] + '...' if len(caption) > 80 else caption
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self.log_pass(f"DeepBooru returns caption ({elapsed:.1f}s)")
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self.log_info(f"Caption: {caption_preview}")
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elif self.is_error_answer(caption):
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self.log_fail(f"DeepBooru returned error: {caption}")
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else:
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self.log_fail("DeepBooru returned empty caption")
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# =========================================================================
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# TEST: POST /sdapi/v1/interrogate - OpenCLIP Modes
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# =========================================================================
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@@ -2323,7 +2287,6 @@ class CaptionAPITest:
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# Interrogate tests
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self.test_interrogate_list_models()
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self.test_interrogate_post_deepbooru()
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self.test_interrogate_post_clip_modes()
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self.test_interrogate_analyze()
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self.test_interrogate_invalid_inputs()
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