add data generator and rename variables, clean up code

app.py

@@ -20,10 +20,22 @@ import numpy as np
 import pandas as pd
 import faiss
 
+import shutil
+
 FPS = 5
 
 video_directory = tempfile.gettempdir()
 
+def move_video_to_tempdir(input_dir, filename):
+    new_filename = os.path.join(video_directory, filename)
+    input_file = os.path.join(input_dir, filename)
+    if not os.path.exists(new_filename):
+        shutil.copyfile(input_file, new_filename)
+        logging.info(f"Copied {input_file} to {new_filename}.")
+    else:
+        logging.info(f"Skipping copying from {input_file} because {new_filename} already exists.")
+    return new_filename
+
 def download_video_from_url(url):
     """Download video from url or return md5 hash as video name"""
     filename = os.path.join(video_directory, hashlib.md5(url.encode()).hexdigest())
@@ -64,8 +76,11 @@ def compute_hashes(clip, fps=FPS):
         hashed = np.array(binary_array_to_uint8s(compute_hash(frame).hash), dtype='uint8')
         yield {"frame": 1+index*fps, "hash": hashed}
 
-def index_hashes_for_video(url):
-    filename = download_video_from_url(url)
+def index_hashes_for_video(url, is_file = False):
+    if not is_file:
+        filename = download_video_from_url(url)
+    else:
+        filename = url
     if os.path.exists(f'{filename}.index'):
         logging.info(f"Loading indexed hashes from {filename}.index")
         binary_index = faiss.read_index_binary(f'{filename}.index') 
@@ -88,20 +103,24 @@ def index_hashes_for_video(url):
     logging.info(f"Indexed hashes for {index.ntotal} frames to {filename}.index.")
     return index
 
-def compare_videos(url, target, MIN_DISTANCE = 3):
+def compare_videos(url, target, MIN_DISTANCE = 3): # , is_file = False):
     """" The comparison between the target and the original video will be plotted based
     on the matches between the target and the original video over time. The matches are determined
     based on the minimum distance between hashes (as computed by faiss-vectors) before they're considered a match. 
     
     args: 
-    - url: url of the source video you want to check for overlap with the target video
-    - target: url of the target video
+    - url: url of the source video (short video which you want to be checked)
+    - target: url of the target video (longer video which is a superset of the source video)
     - MIN_DISTANCE: integer representing the minimum distance between hashes on bit-level before its considered a match
     """
     # TODO: Fix crash if no matches are found
+    if url.endswith('dl=1'):
+        is_file = False
+    elif url.endswith('.mp4'):
+        is_file = True
 
     # Url (short video) 
-    video_index = index_hashes_for_video(url)
+    video_index = index_hashes_for_video(url, is_file)
     video_index.make_direct_map() # Make sure the index is indexable
     hash_vectors = np.array([video_index.reconstruct(i) for i in range(video_index.ntotal)]) # Retrieve original indices
     

clip_data.ipynb

@@ -0,0 +1,669 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "                                                                        \n",
+      "\n",
+      "\u001b[A\u001b[A                                                             \n",
+      "chunk:   4%|▎         | 111/3088 [2:30:34<67:18:26, 81.39s/it, now=None]\n",
+      "\u001b[A\n",
+      "chunk:   4%|▎         | 111/3088 [2:27:17<65:50:31, 79.62s/it, now=None]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Part Start = 5.0, Part Cutout = 5.0, Part Mid = 5.0, Part End = 135.03\n",
+      "Moviepy - Building video videos/Ploumen_CO_5.0s_to_10.0_at_15.0.mp4.\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "                                                                        \n",
+      "\n",
+      "\u001b[A\u001b[A                                                             \n",
+      "chunk:   4%|▎         | 111/3088 [2:30:34<67:18:26, 81.39s/it, now=None]\n",
+      "\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MoviePy - Writing audio in Ploumen_CO_5.0s_to_10.0_at_15.0TEMP_MPY_wvf_snd.mp4\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\n",
+      "\u001b[A\u001b[A\n",
+      "\n",
+      "\u001b[A\u001b[A\n",
+      "\n",
+      "\u001b[A\u001b[A\n",
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+      "\n",
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+      "\n",
+      "\u001b[A\u001b[A\n",
+      "\n",
+      "\u001b[A\u001b[A\n",
+      "\n",
+      "\u001b[A\u001b[A\n",
+      "\n",
+      "\u001b[A\u001b[A\n",
+      "\n",
+      "\u001b[A\u001b[A\n",
+      "\n",
+      "\u001b[A\u001b[A\n",
+      "\n",
+      "                                                                        \n",
+      "\n",
+      "\u001b[A\u001b[A                                                             \n",
+      "chunk:   4%|▎         | 111/3088 [2:30:36<67:19:11, 81.41s/it, now=None]\n",
+      "                                                                        \n",
+      "\n",
+      "\u001b[A\u001b[A                                                             \n",
+      "chunk:   4%|▎         | 111/3088 [2:30:36<67:19:11, 81.41s/it, now=None]\n",
+      "\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MoviePy - Done.\n",
+      "Moviepy - Writing video videos/Ploumen_CO_5.0s_to_10.0_at_15.0.mp4\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\n",
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+      "                                                                        \n",
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+      "\u001b[A\u001b[A                                                             \n",
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+      "                                                                        \n",
+      "\n",
+      "\u001b[A\u001b[A                                                             \n",
+      "chunk:   4%|▎         | 111/3088 [2:31:01<67:30:15, 81.63s/it, now=None]\n",
+      "\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Moviepy - Done !\n",
+      "Moviepy - video ready videos/Ploumen_CO_5.0s_to_10.0_at_15.0.mp4\n"
+     ]
+    }
+   ],
+   "source": [
+    "import moviepy\n",
+    "from moviepy.editor import concatenate_videoclips\n",
+    "from moviepy.video.io.VideoFileClip import VideoFileClip\n",
+    "from moviepy.audio.io.AudioFileClip import AudioFileClip\n",
+    "from moviepy.audio.AudioClip import CompositeAudioClip\n",
+    "\n",
+    "from app import change_ffmpeg_fps\n",
+    "\n",
+    "def add_logo(input_clip, output_clip_name, logo_file_name, logo_duration, position=(\"right\", \"top\")):\n",
+    "    logo = (moviepy.ImageClip(logo_file_name)\n",
+    "            .set_duration(logo_duration)\n",
+    "            .resize(height=50) # if you need to resize...\n",
+    "            .margin(right=8, top=8, opacity=0) # (optional) logo-border padding\n",
+    "            .set_pos(position))\n",
+    "\n",
+    "    output_clip = moviepy.CompositeVideoClip([input_clip, logo])\n",
+    "    output_clip.write_videofile(output_clip_name)\n",
+    "    return output_clip\n",
+    "\n",
+    "def edit_remove_part(input_filename, start_s, end_s, FPS=5):\n",
+    "    \"\"\"Remove a segment of an .mp4 by and change its FPS. Keeps the audio intact by audio_codec='aac' parameter\"\"\"\n",
+    "    # input_video = change_ffmpeg_fps(VideoFileClip(input_filename), fps=FPS) # Load video and change fps for faster processing\n",
+    "    input_filename_no_ext, ext = input_filename.split('.')\n",
+    "    input_video = VideoFileClip(input_filename)\n",
+    "\n",
+    "    # Remove part video and return result\n",
+    "    video = input_video.cutout(start_s, end_s)\n",
+    "\n",
+    "    # Write Video\n",
+    "    output_filename = input_filename_no_ext + f\"_RM_{start_s}s_to_{end_s}.{ext}\"\n",
+    "    video.write_videofile(output_filename, audio_codec='aac')\n",
+    "\n",
+    "def edit_change_order(input_filename, start_s, end_s, insert_s, FPS=5):\n",
+    "    \"\"\"Take start_s to end_s out of the video and insert it at insert_s. Keeps the audio intact by audio_codec='aac' parameter\"\"\"\n",
+    "    # input_video = change_ffmpeg_fps(VideoFileClip(input_filename), fps=FPS) # Load video and change fps for faster processing\n",
+    "    input_filename_no_ext, ext = input_filename.split('.')\n",
+    "    input_video = VideoFileClip(input_filename)\n",
+    "    assert not (insert_s > start_s and insert_s < end_s), \"Insert time can't be in cutout time!\"\n",
+    "    assert (end_s > start_s), \"End_s should be higher than start_s!\"\n",
+    "\n",
+    "    # Cut out a part and insert it somewhere else\n",
+    "    if insert_s < start_s and insert_s < end_s:\n",
+    "        part_start = input_video.subclip(0.0, insert_s)\n",
+    "        part_cutout = input_video.subclip(start_s, end_s)\n",
+    "        part_mid = input_video.subclip(insert_s, start_s)\n",
+    "        part_end = input_video.subclip(end_s, input_video.duration)\n",
+    "        video = concatenate_videoclips([part_start, part_cutout, part_mid, part_end])\n",
+    "    elif insert_s > start_s and insert_s > end_s:\n",
+    "        part_start = input_video.subclip(0.0, start_s)\n",
+    "        part_cutout = input_video.subclip(start_s, end_s)\n",
+    "        part_mid = input_video.subclip(end_s, insert_s)\n",
+    "        part_end = input_video.subclip(insert_s, input_video.duration)\n",
+    "        print(f\"Part Start = {part_start.duration}, Part Cutout = {part_cutout.duration}, Part Mid = {part_mid.duration}, Part End = {part_end.duration}\")\n",
+    "        video = concatenate_videoclips([part_start, part_mid, part_cutout, part_end])\n",
+    "\n",
+    "    # Write Video\n",
+    "    output_filename = input_filename_no_ext + f\"_CO_{start_s}s_to_{end_s}_at_{insert_s}.{ext}\"\n",
+    "    video.write_videofile(output_filename, audio_codec='aac')\n",
+    "\n",
+    "# edit_remove_part(\"videos/Ploumen.mp4\", start_s = 5.0, end_s = 10.0)\n",
+    "edit_change_order(\"videos/Ploumen.mp4\", start_s = 5.0, end_s = 10.0, insert_s = 15.0)\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3.9.13 64-bit",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.13"
+  },
+  "orig_nbformat": 4,
+  "vscode": {
+   "interpreter": {
+    "hash": "397704579725e15f5c7cb49fe5f0341eb7531c82d19f2c29d197e8b64ab5776b"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}