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This question was answered by @zgurb:
@roro, @fubofo I found a solution finally, hopefully it works with you too.
Install phpmyadmin properly and add this lines to your /etc/nginx/sites-available/drupal file:
location /phpmyadmin { root /usr/share/; index index.php index.html index.htm; location ~ ^/phpmyadmin/(.+\.php)$ { try_files $uri =404; root /usr/share/; fastcgi_pass unix:/var/run/php5-fpm.sock; fastcgi_index index.php; fastcgi_param SCRIPT_FILENAME $document_root$fastcgi_script_name; include fastcgi_params; } location ~* ^/phpmyadmin/(.+\.(jpg|jpeg|gif|css|png|js|ico|html|xml|txt))$ { root /usr/share/; } } location /phpMyAdmin { rewrite ^/* /phpmyadmin last; }and restart php5-fpm and nginx.
service php5-fpm restart service nginx restart
here is my full nginx configuration page:
server { listen 80 default_server; listen [::]:80 default_server ipv6only=on; root /var/www/html/drupal; index index.php index.html index.htm; error_page 404 /404.html; error_page 500 502 503 504 /50x.html; location = /50x.html { root /usr/share/nginx/html; } location = /favicon.ico { log_not_found off; access_log off; } location /phpmyadmin { root /usr/share/; index index.php index.html index.htm; location ~ ^/phpmyadmin/(.+\.php)$ { try_files $uri =404; root /usr/share/; fastcgi_pass unix:/var/run/php5-fpm.sock; fastcgi_index index.php; fastcgi_param SCRIPT_FILENAME $document_root$fastcgi_script_name; include fastcgi_params; } location ~* ^/phpmyadmin/(.+\.(jpg|jpeg|gif|css|png|js|ico|html|xml|txt))$ { root /usr/share/; } } location /phpMyAdmin { rewrite ^/* /phpmyadmin last; } location = /robots.txt { allow all; log_not_found off; access_log off; } location ~ \..*/.*\.php$ { return 403; } location ~ ^/sites/.*/private/ { return 403; } location ~ (^|/)\. { return 403; } location / { try_files $uri @rewrite; } location @rewrite { rewrite ^ /index.php; } location ~ \.php$ { fastcgi_split_path_info ^(.+\.php)(/.+)$; fastcgi_param SCRIPT_FILENAME $request_filename; fastcgi_intercept_errors on; fastcgi_pass unix:/var/run/php5-fpm.sock; include fastcgi_params; } location ~ ^/sites/.*/files/styles/ { try_files $uri @rewrite; } location ~* \.(js|css|png|jpg|jpeg|gif|ico)$ { expires max; log_not_found off; } }