Full text search results in a large amount of time spent in 'FULLTEXT initialization'
Others have found this a troublesome situation


InnoDB Full-text Search in MySQL 5.6: Part 3, Performance
InnoDB Fulltext Search WITH QUERY EXPANSION is very slow


Sep 16, 2010
5.0.51a, 5.0.75, 5.0 bzr
Status : No Feedback

SELECT query hang in state FULLTEXT initialization


Oct 17, 2014
MySQL 5.6.19
Status : Won't Fix



Since the MySQL Documentation is very terse on this thread state


  FULLTEXT initialization
  
  The server is preparing to perform a natural-language full-text search. 


your only recourse would be to make preparation with less data. How ?

SUGGESTION #1

Look at your query again. It is selecting all columns. I would refactor the query to collect only the id columns from socomments. Then, join those retrieved ids back to the socomments table. 

SELECT B.* FROM
(SELECT id FROM socomments
WHERE MATCH (Text) AGAINST ('"fixed the post"' IN BOOLEAN MODE)) A
LEFT JOIN socomments B USING (id);


This might produce an uglier EXPLAIN plan but I think profiling will change for the better. The basic idea is : If you have an aggressive FULLTEXT Search, make it gather the least amount of data during that FULLTEXT initialization phase, thus reducing the time.

I have recommended this many times before


May 14, 2012 : slow query with fulltext and left join
Mar 18, 2012 : Why is LIKE more than 4x faster than MATCH...AGAINST on a FULLTEXT index in MySQL?
Jan 26, 2012 : Mysql fulltext search my.cnf optimization : 
Oct 25, 2011 : FULLTEXT index ignored in BOOLEAN MODE with &#39;number of words&#39; conditional


SUGGESTION #2

Please make sure you are setting the InnoDB-based FULLTEXT options, not the ones for MyISAM. The two options you should be concerned are


innodb_ft_cache_size


Def Value 8000000 (7.629M)
Max Value 80000000 (76.29M)

innodb_ft_total_cache_size


Def Value 640000000 (610M)
Max Value 1600000000 (1525M = 1.49G)



Think about it for a moment. The text field is VARCHAR(600). Say the average is 300 bytes. You have 29,000,000 million of them. That would be that would be a little of 8GB. Perhaps increasing innodb_ft_cache_size and innodb_ft_total_cache_size may also help.

Make sure you have enough RAM for larger InnoDB FULLTEXT buffers.

GIVE IT A TRY !!!