I solved this issue with creating link to true location of .csv 
files(/tmp/edx-s3/grades) in /edx/var/edxapp/media directory

ln -s /tmp/edx-s3/grades /edx/var/edxapp/media

and then make little changes in nginx configuration.

nano /var/app/nginx/sites-available/lms

add following rule:

location ~ ^/grades/(?P<file>.*) {
    root /edx/var/edxapp/media/grades;
    try_files /$file =404;
    expires 31536000s;
}

Edit location rule for media, tall to search in /grades if there is no such 
file in /media

location ~ ^/media/(?P<file>.*) {
    root /edx/var/edxapp/media;
    try_files /$file /grades/$file;
    expires 31536000s;
}

and then restart nginx

service nginx restart

It should work ;-)

On Friday, August 7, 2015 at 9:37:49 AM UTC+3, shubham rawat wrote:
>
> Hi, is this still the only way to download the csv?No way to do it without 
> s3?
>
> On Tuesday, 3 March 2015 07:45:41 UTC+5:30, Wenjie Wu wrote:
>>
>> Hi , guys,
>> I want to download edx grades
>> I did the following thing 
>>
>>    1. View the live version of your course.
>>    2. Click *Instructor*, then click *Data Download*.
>>    3. To open or save a grade report file, click the 
>>    {course_id}_grade_report_{date}.csv file name at the bottom of the page.
>>    
>> The download link is file:///tmp/edx-s3/grades/xxxxx.csv . I can’t 
>> download it !
>> Really need your guide!
>> thanks ! 
>>
>

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