threshold 추가 및 env 변경 (python3.7.7 사용)

+# Generated by Django 3.0.5 on 2020-05-31 05:39
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('api', '0001_initial'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='video',
+            name='threshold',
+            field=models.CharField(default=20, max_length=20),
+            preserve_default=False,
+        ),
+    ]

@@ -6,6 +6,7 @@ from api import file_upload_path_for_db
 class Video(models.Model):
     videourl = models.CharField(max_length=1000, blank=True)
     title = models.CharField(max_length=200)
+    threshold = models.CharField(max_length=20)
     tags = models.CharField(max_length=500)
 
 

@@ -55,6 +55,7 @@ class VideoFileUploadView(APIView):
         
         # 요청된 파일 객체
         file_name = req.data['file']
+        threshold = req.data['threshold']
         
         # 저장될 파일의 풀path를 생성        
         new_file_full_name = file_upload_path(file_name.name)

 # This file must be used with "source bin/activate" *from bash*
 # you cannot run it directly
 
+
+if [ "${BASH_SOURCE-}" = "$0" ]; then
+    echo "You must source this script: \$ source $0" >&2
+    exit 33
+fi
+
 deactivate () {
+    unset -f pydoc >/dev/null 2>&1
+
     # reset old environment variables
-    if [ -n "${_OLD_VIRTUAL_PATH:-}" ] ; then
-        PATH="${_OLD_VIRTUAL_PATH:-}"
+    # ! [ -z ${VAR+_} ] returns true if VAR is declared at all
+    if ! [ -z "${_OLD_VIRTUAL_PATH:+_}" ] ; then
+        PATH="$_OLD_VIRTUAL_PATH"
         export PATH
         unset _OLD_VIRTUAL_PATH
     fi
-    if [ -n "${_OLD_VIRTUAL_PYTHONHOME:-}" ] ; then
-        PYTHONHOME="${_OLD_VIRTUAL_PYTHONHOME:-}"
+    if ! [ -z "${_OLD_VIRTUAL_PYTHONHOME+_}" ] ; then
+        PYTHONHOME="$_OLD_VIRTUAL_PYTHONHOME"
         export PYTHONHOME
         unset _OLD_VIRTUAL_PYTHONHOME
     fi
@@ -17,18 +26,18 @@ deactivate () {
     # This should detect bash and zsh, which have a hash command that must
     # be called to get it to forget past commands.  Without forgetting
     # past commands the $PATH changes we made may not be respected
-    if [ -n "${BASH:-}" -o -n "${ZSH_VERSION:-}" ] ; then
-        hash -r
+    if [ -n "${BASH-}" ] || [ -n "${ZSH_VERSION-}" ] ; then
+        hash -r 2>/dev/null
     fi
 
-    if [ -n "${_OLD_VIRTUAL_PS1:-}" ] ; then
-        PS1="${_OLD_VIRTUAL_PS1:-}"
+    if ! [ -z "${_OLD_VIRTUAL_PS1+_}" ] ; then
+        PS1="$_OLD_VIRTUAL_PS1"
         export PS1
         unset _OLD_VIRTUAL_PS1
     fi
 
     unset VIRTUAL_ENV
-    if [ ! "${1:-}" = "nondestructive" ] ; then
+    if [ ! "${1-}" = "nondestructive" ] ; then
     # Self destruct!
         unset -f deactivate
     fi
@@ -37,7 +46,7 @@ deactivate () {
 # unset irrelevant variables
 deactivate nondestructive
 
-VIRTUAL_ENV="/home/jun/documents/univ/PKH_Project1/web/backend/env"
+VIRTUAL_ENV='/home/jun/documents/univ/PKH_Project1/web/backend/env'
 export VIRTUAL_ENV
 
 _OLD_VIRTUAL_PATH="$PATH"
@@ -45,32 +54,31 @@ PATH="$VIRTUAL_ENV/bin:$PATH"
 export PATH
 
 # unset PYTHONHOME if set
-# this will fail if PYTHONHOME is set to the empty string (which is bad anyway)
-# could use `if (set -u; : $PYTHONHOME) ;` in bash
-if [ -n "${PYTHONHOME:-}" ] ; then
-    _OLD_VIRTUAL_PYTHONHOME="${PYTHONHOME:-}"
+if ! [ -z "${PYTHONHOME+_}" ] ; then
+    _OLD_VIRTUAL_PYTHONHOME="$PYTHONHOME"
     unset PYTHONHOME
 fi
 
-if [ -z "${VIRTUAL_ENV_DISABLE_PROMPT:-}" ] ; then
-    _OLD_VIRTUAL_PS1="${PS1:-}"
-    if [ "x(env) " != x ] ; then
-	PS1="(env) ${PS1:-}"
-    else
-    if [ "`basename \"$VIRTUAL_ENV\"`" = "__" ] ; then
-        # special case for Aspen magic directories
-        # see http://www.zetadev.com/software/aspen/
-        PS1="[`basename \`dirname \"$VIRTUAL_ENV\"\``] $PS1"
+if [ -z "${VIRTUAL_ENV_DISABLE_PROMPT-}" ] ; then
+    _OLD_VIRTUAL_PS1="${PS1-}"
+    if [ "x" != x ] ; then
+        PS1="${PS1-}"
     else
-        PS1="(`basename \"$VIRTUAL_ENV\"`)$PS1"
-    fi
+        PS1="(`basename \"$VIRTUAL_ENV\"`) ${PS1-}"
     fi
     export PS1
 fi
 
+# Make sure to unalias pydoc if it's already there
+alias pydoc 2>/dev/null >/dev/null && unalias pydoc || true
+
+pydoc () {
+    python -m pydoc "$@"
+}
+
 # This should detect bash and zsh, which have a hash command that must
 # be called to get it to forget past commands.  Without forgetting
 # past commands the $PATH changes we made may not be respected
-if [ -n "${BASH:-}" -o -n "${ZSH_VERSION:-}" ] ; then
-    hash -r
+if [ -n "${BASH-}" ] || [ -n "${ZSH_VERSION-}" ] ; then
+    hash -r 2>/dev/null
 fi

 # This file must be used with "source bin/activate.csh" *from csh*.
 # You cannot run it directly.
 # Created by Davide Di Blasi <davidedb@gmail.com>.
-# Ported to Python 3.3 venv by Andrew Svetlov <andrew.svetlov@gmail.com>
 
-alias deactivate 'test $?_OLD_VIRTUAL_PATH != 0 && setenv PATH "$_OLD_VIRTUAL_PATH" && unset _OLD_VIRTUAL_PATH; rehash; test $?_OLD_VIRTUAL_PROMPT != 0 && set prompt="$_OLD_VIRTUAL_PROMPT" && unset _OLD_VIRTUAL_PROMPT; unsetenv VIRTUAL_ENV; test "\!:*" != "nondestructive" && unalias deactivate'
+set newline='\
+'
+
+alias deactivate 'test $?_OLD_VIRTUAL_PATH != 0 && setenv PATH "$_OLD_VIRTUAL_PATH:q" && unset _OLD_VIRTUAL_PATH; rehash; test $?_OLD_VIRTUAL_PROMPT != 0 && set prompt="$_OLD_VIRTUAL_PROMPT:q" && unset _OLD_VIRTUAL_PROMPT; unsetenv VIRTUAL_ENV; test "\!:*" != "nondestructive" && unalias deactivate && unalias pydoc'
 
 # Unset irrelevant variables.
 deactivate nondestructive
 
-setenv VIRTUAL_ENV "/home/jun/documents/univ/PKH_Project1/web/backend/env"
+setenv VIRTUAL_ENV '/home/jun/documents/univ/PKH_Project1/web/backend/env'
+
+set _OLD_VIRTUAL_PATH="$PATH:q"
+setenv PATH "$VIRTUAL_ENV:q/bin:$PATH:q"
 
-set _OLD_VIRTUAL_PATH="$PATH"
-setenv PATH "$VIRTUAL_ENV/bin:$PATH"
 
 
-set _OLD_VIRTUAL_PROMPT="$prompt"
+if ('' != "") then
+    set env_name = ''
+else
+    set env_name = '('"$VIRTUAL_ENV:t:q"') '
+endif
 
-if (! "$?VIRTUAL_ENV_DISABLE_PROMPT") then
-    if ("env" != "") then
-        set env_name = "env"
+if ( $?VIRTUAL_ENV_DISABLE_PROMPT ) then
+    if ( $VIRTUAL_ENV_DISABLE_PROMPT == "" ) then
+        set do_prompt = "1"
     else
-        if (`basename "VIRTUAL_ENV"` == "__") then
-            # special case for Aspen magic directories
-            # see http://www.zetadev.com/software/aspen/
-            set env_name = `basename \`dirname "$VIRTUAL_ENV"\``
+        set do_prompt = "0"
+    endif
+else
+    set do_prompt = "1"
+endif
+
+if ( $do_prompt == "1" ) then
+    # Could be in a non-interactive environment,
+    # in which case, $prompt is undefined and we wouldn't
+    # care about the prompt anyway.
+    if ( $?prompt ) then
+        set _OLD_VIRTUAL_PROMPT="$prompt:q"
+        if ( "$prompt:q" =~ *"$newline:q"* ) then
+            :
         else
-            set env_name = `basename "$VIRTUAL_ENV"`
+            set prompt = "$env_name:q$prompt:q"
         endif
     endif
-    set prompt = "[$env_name] $prompt"
-    unset env_name
 endif
 
+unset env_name
+unset do_prompt
+
 alias pydoc python -m pydoc
 
 rehash

-# This file must be used with ". bin/activate.fish" *from fish* (http://fishshell.org)
-# you cannot run it directly
+# This file must be used using `source bin/activate.fish` *within a running fish ( http://fishshell.com ) session*.
+# Do not run it directly.
 
-function deactivate  -d "Exit virtualenv and return to normal shell environment"
+function _bashify_path -d "Converts a fish path to something bash can recognize"
+    set fishy_path $argv
+    set bashy_path $fishy_path[1]
+    for path_part in $fishy_path[2..-1]
+        set bashy_path "$bashy_path:$path_part"
+    end
+    echo $bashy_path
+end
+
+function _fishify_path -d "Converts a bash path to something fish can recognize"
+    echo $argv | tr ':' '\n'
+end
+
+function deactivate -d 'Exit virtualenv mode and return to the normal environment.'
     # reset old environment variables
     if test -n "$_OLD_VIRTUAL_PATH"
-        set -gx PATH $_OLD_VIRTUAL_PATH
+        # https://github.com/fish-shell/fish-shell/issues/436 altered PATH handling
+        if test (echo $FISH_VERSION | head -c 1) -lt 3
+            set -gx PATH (_fishify_path "$_OLD_VIRTUAL_PATH")
+        else
+            set -gx PATH "$_OLD_VIRTUAL_PATH"
+        end
         set -e _OLD_VIRTUAL_PATH
     end
+
     if test -n "$_OLD_VIRTUAL_PYTHONHOME"
-        set -gx PYTHONHOME $_OLD_VIRTUAL_PYTHONHOME
+        set -gx PYTHONHOME "$_OLD_VIRTUAL_PYTHONHOME"
         set -e _OLD_VIRTUAL_PYTHONHOME
     end
 
     if test -n "$_OLD_FISH_PROMPT_OVERRIDE"
+       and functions -q _old_fish_prompt
+        # Set an empty local `$fish_function_path` to allow the removal of `fish_prompt` using `functions -e`.
+        set -l fish_function_path
+
+        # Erase virtualenv's `fish_prompt` and restore the original.
         functions -e fish_prompt
-        set -e _OLD_FISH_PROMPT_OVERRIDE
         functions -c _old_fish_prompt fish_prompt
         functions -e _old_fish_prompt
+        set -e _OLD_FISH_PROMPT_OVERRIDE
     end
 
     set -e VIRTUAL_ENV
-    if test "$argv[1]" != "nondestructive"
-        # Self destruct!
+
+    if test "$argv[1]" != 'nondestructive'
+        # Self-destruct!
+        functions -e pydoc
         functions -e deactivate
+        functions -e _bashify_path
+        functions -e _fishify_path
     end
 end
 
-# unset irrelevant variables
+# Unset irrelevant variables.
 deactivate nondestructive
 
-set -gx VIRTUAL_ENV "/home/jun/documents/univ/PKH_Project1/web/backend/env"
+set -gx VIRTUAL_ENV '/home/jun/documents/univ/PKH_Project1/web/backend/env'
 
-set -gx _OLD_VIRTUAL_PATH $PATH
-set -gx PATH "$VIRTUAL_ENV/bin" $PATH
+# https://github.com/fish-shell/fish-shell/issues/436 altered PATH handling
+if test (echo $FISH_VERSION | head -c 1) -lt 3
+   set -gx _OLD_VIRTUAL_PATH (_bashify_path $PATH)
+else
+    set -gx _OLD_VIRTUAL_PATH "$PATH"
+end
+set -gx PATH "$VIRTUAL_ENV"'/bin' $PATH
 
-# unset PYTHONHOME if set
+# Unset `$PYTHONHOME` if set.
 if set -q PYTHONHOME
     set -gx _OLD_VIRTUAL_PYTHONHOME $PYTHONHOME
     set -e PYTHONHOME
 end
 
-if test -z "$VIRTUAL_ENV_DISABLE_PROMPT"
-    # fish uses a function instead of an env var to generate the prompt.
+function pydoc
+    python -m pydoc $argv
+end
 
-    # save the current fish_prompt function as the function _old_fish_prompt
+if test -z "$VIRTUAL_ENV_DISABLE_PROMPT"
+    # Copy the current `fish_prompt` function as `_old_fish_prompt`.
     functions -c fish_prompt _old_fish_prompt
 
-    # with the original prompt function renamed, we can override with our own.
     function fish_prompt
-        # Save the return status of the last command
-        set -l old_status $status
+        # Run the user's prompt first; it might depend on (pipe)status.
+        set -l prompt (_old_fish_prompt)
 
-        # Prompt override?
-        if test -n "(env) "
-            printf "%s%s" "(env) " (set_color normal)
+        # Prompt override provided?
+        # If not, just prepend the environment name.
+        if test -n ''
+            printf '%s%s' '' (set_color normal)
         else
-            # ...Otherwise, prepend env
-            set -l _checkbase (basename "$VIRTUAL_ENV")
-            if test $_checkbase = "__"
-                # special case for Aspen magic directories
-                # see http://www.zetadev.com/software/aspen/
-                printf "%s[%s]%s " (set_color -b blue white) (basename (dirname "$VIRTUAL_ENV")) (set_color normal)
-            else
-                printf "%s(%s)%s" (set_color -b blue white) (basename "$VIRTUAL_ENV") (set_color normal)
-            end
+            printf '%s(%s) ' (set_color normal) (basename "$VIRTUAL_ENV")
         end
 
-        # Restore the return status of the previous command.
-        echo "exit $old_status" | .
-        _old_fish_prompt
+        string join -- \n $prompt # handle multi-line prompts
     end
 
     set -gx _OLD_FISH_PROMPT_OVERRIDE "$VIRTUAL_ENV"

-/usr/bin/python
\ No newline at end of file
+/usr/local/bin/python3.7
\ No newline at end of file

-lib
\ No newline at end of file

-home = /usr/bin
+home = /usr/local
+implementation = CPython
+version_info = 3.7.7.final.0
+virtualenv = 20.0.21
 include-system-site-packages = false
-version = 3.8.2
+base-prefix = /usr/local
+base-exec-prefix = /usr/local
+base-executable = /usr/local/bin/python3.7

 Django==3.0.5
 django-cors-headers==3.2.1
 djangorestframework==3.11.0
+tensorflow==1.15
+pandas==1.0.4
+gensim==3.8.3
\ No newline at end of file

@@ -13,3 +13,5 @@ GLOG_logtostderr=1 bazel-bin/mediapipe/examples/desktop/youtube8m/extract_yt8m_f
   --calculator_graph_config_file=mediapipe/graphs/youtube8m/feature_extraction.pbtxt \
   --input_side_packets=input_sequence_example=/tmp/mediapipe/metadata.pb  \
   --output_side_packets=output_sequence_example=/tmp/mediapipe/features.pb
+
+mv /tmp/mediapipe/features.pb ./features.pb
\ No newline at end of file

@@ -157,7 +157,7 @@ def inference_pb(file_path, model_path):
 if __name__ == '__main__':
     logging.set_verbosity(tf.logging.INFO)
 
-    file_path = 'features.pb'
+    file_path = '/tmp/mediapipe/features.pb'
     model_path = '/Users/esot3ria/PycharmProjects/yt8m/models/frame' \
                  '/sample_model/inference_model/segment_inference_model'
 

@@ -3,7 +3,7 @@
     <v-overlay v-model="loadingProcess">
       <v-progress-circular :size="120" width="10" color="primary" indeterminate></v-progress-circular>
       <div
-        style="color: #ffffff; font-size: 22px; margin-top: 20px; margin-left: -30px;"
+        style="color: #ffffff; font-size: 22px; margin-top: 20px; margin-left: -40px;"
       >Analyzing Your Video...</div>
     </v-overlay>
     <v-layout justify-center>
@@ -85,7 +85,7 @@
             <div>recommended Youtube link</div>
           </div>
           <v-row justify="center" class="mx-12">
-            <v-slider v-model="slider" :thumb-size="20" thumb-label="always" :min="20" :max="80" ></v-slider>
+            <v-slider v-model="threshold" :thumb-size="20" thumb-label="always" :min="20" :max="80" ></v-slider>
           </v-row>
           <div
             style="font-size: 24px; text-align: center; font-weight: 400; color: #5a5a5a;"
@@ -103,7 +103,7 @@
             <div
               style="margin-left: 5px; margin-top: -18px; background-color: #fff; width: 140px; text-align: center;font-size: 14px; color: #5a5a5a; font-weight: 500"
             >Related Youtube Link</div>
-            <v-flex v-for="(url) in YoutubeUrl" :key="url">
+            <v-flex v-for="(url) in YoutubeUrl" :key="url.id">
               <div>
                 <a :href="url">{{url}}</a>
               </div>