YACWC

SearchScratch/seek_time_test.py

@@ -0,0 +1,40 @@
+from pprint import pprint
+import pickle
+import os
+
+with open('/home/thebears/Web/Nuggets/SearchInterface/SearchBackend/crap.p','rb') as ff:
+    cc = pickle.load(ff)
+
+
+tstamp, folder_scores  = cc[1],cc[0]
+
+
+for i in range(100):
+    target_tstamp = tstamp + i
+
+    matching_file = None
+    next_file = None
+    for video_file in folder_scores['videos']:
+        start_time = video_file['start_time']
+        end_time = video_file['end_time']
+
+        if target_tstamp > start_time and target_tstamp < end_time:
+            matching_file = video_file
+        if start_time > target_tstamp and next_file is None:
+            next_file = video_file
+
+
+    if matching_file is not None:
+        fname = matching_file['file_name']
+        offset = target_tstamp - matching_file['start_time']
+    else:
+        fname = 'None Found'
+        offset = -1
+        if next_file is not None:
+            fname = next_file['file_name']
+            offset = 0
+
+    web_name = 'media/'+os.path.basename(fname)
+    ret_val = dict(full_path = fname, path=web_name, timeoffset = offset)
+    pprint(ret_val)
+    pprint('-----------------------------------')

SearchScratch/test_random_file.py

@@ -0,0 +1,65 @@
+import sys, os
+sys.path.append("/home/thebears/Web/Nuggets/SearchInterface/SearchUtil")
+sys.path.append("/home/thebears/Web/Nuggets/SearchInterface/VectorService/util")
+import embed_scores as ES
+import numpy as np
+import time
+from CommonCode import kwq
+
+# %%
+from CommonCode.video_meta import FTPVide
+o
+
+
+video_path = '/home/thebears/temp/dog.mp4'
+prompt = 'hello'
+
+video_embeds = ES.get_embeddings_for_a_file(video_path)
+prompt_embeds = ES.get_query_vector(prompt)
+video_norm_embeds = FTPVideo.vec_norm(video_embeds['embeds'])                                                                                                                               
+prompt_norm_embed = FTPVideo.vec_norm(prompt_embeds) 
+scores = np.dot(video_norm_embeds, prompt_norm_embed.T).squeeze().tolist()
+
+
+
+ff = FTPVideo(file_path, ignore_filename = True)
+res = ff.embeddings
+results = np.asarray([res['frame_offsets'], scores])
+results.T.tolist()
+# %%
+def get_embed_cache_file_search_path(file_path):
+    return os.path.splitext(file_path)[0]+'.oclip_embeds.npz'
+
+
+
+
+file_search_path = get_embed_cache_file_search_path(file_path)
+force_score = False
+llvec = None
+if os.path.exists(file_search_path):
+    llvec = np.load(file_search_path)
+    frs = llvec['frame_numbers']
+    if set(np.unique(np.diff(frs))) != {1}:
+        force_score = True
+        llvec = None
+
+
+if not os.path.exists(file_search_path) or force_score:
+    kwq.publish(kwq.TOPICS.enter_60_videos_embed_priority, file_path, {'push_to_db':False, 'frame_interval':1, 'force_score':force_score})
+
+
+
+if llvec is None:
+    for i in range(120):
+        print('waiting')
+        if os.path.exists(file_search_path):
+            print('Found embedding path!')
+            llvec = np.load(file_search_path)
+            break
+        else:
+            time.sleep(1)
+
+
+
+
+

SearchScratch/test_recreate_cache.py

@@ -2,8 +2,11 @@ import sys, os
 sys.path.append("/home/thebears/Web/Nuggets/SearchInterface/SearchUtil")
 sys.path.append("/home/thebears/Web/Nuggets/SearchInterface/VectorService/util")
 import embed_scores as ES
-
-cd = '/srv/ftp_tcc/leopards1/2025/09/13/'
+# %%
+#cd = '/srv/ftp_tcc/leopards1/2025/09/25/'
+cd = '/mnt/hdd_24tb_1/videos/ftp/leopards1/2025/09/24'
+xx = ES.get_vector_representation(cd)
+g
 o = ES.calculate_embedding_score_in_folder(cd, 0.1, query='Two cats');
 
 # %%
@@ -11,3 +14,15 @@ from CommonCode.video_meta import FTPVideo
 f='/srv/ftp_tcc/leopards1/2025/09/13/Leopards1_00_20250913135952.mp4'
 c = FTPVideo(f)
 c.embeddings
+
+# %%
+cd = '/srv/ftp_tcc/leopards1/2025/08/15'
+o = ES.calculate_embedding_score_in_folder(cd, 0.1, query='Two cats');
+# %%
+
+cd = '/srv/ftp_tcc/leopards1/2025/10/01'
+vecreo = ES.get_vector_representation(cd, force_compute = True)
+print(vecreo)
+# %%
+o = ES.calculate_embedding_score_in_folder(cd, 0.1, query='Two cats');
+# %%