Mar 21, 2017 · Mar 20, 2017
diff --git a/README.md b/README.md

 ## Usage

 First ZSON should be *trained* on common data usingzson_learn procedure:
 First ZSON should be *trained* on common data usingzson\_learn procedure:

 ```
 zson_learn(

 This time *second* dictionary will be created. Dictionaries are cached in memory so it will take about a minute before ZSON realizes that there is a new dictionary. After that old documents will be decompressed using old dictionary and new documents will be compressed and decompressed using new dictionary.

 To find out which dictionary is used for given ZSON document usezson_info procedure:
 To find out which dictionary is used for given ZSON document usezson\_info procedure:

 ```
 zson_test=# select zson_info(x) from test_compress where id = 1;

 ... i.e. average document size. When it suddenly starts to grow it's time to re-learn.

 However, developers usually know when they change a schema significantly. It's also easy to re-check whether current schema differs a lot from the original usingzson_dict table.
 However, developers usually know when they change a schema significantly. It's also easy to re-check whether current schema differs a lot from the original usingzson\_dict table.
Original file line number	Diff line number	Diff line change
Expand Up		@@ -57,7 +57,7 @@ sudo make uninstall

		## Usage

		First ZSON should be trained on common data usingzson_learn procedure:
		First ZSON should be trained on common data usingzson\_learn procedure:

		```
		zson_learn(
Expand DownExpand Up		@@ -107,7 +107,7 @@ select zson_learn('{{"table1", "col1"}, {"table2", "col2"}}');

		This time second dictionary will be created. Dictionaries are cached in memory so it will take about a minute before ZSON realizes that there is a new dictionary. After that old documents will be decompressed using old dictionary and new documents will be compressed and decompressed using new dictionary.

		To find out which dictionary is used for given ZSON document usezson_info procedure:
		To find out which dictionary is used for given ZSON document usezson\_info procedure:

		```
		zson_test=# select zson_info(x) from test_compress where id = 1;
Expand DownExpand Up		@@ -139,5 +139,5 @@ select pg_table_size('tt') / (select count(*) from tt)

		... i.e. average document size. When it suddenly starts to grow it's time to re-learn.

		However, developers usually know when they change a schema significantly. It's also easy to re-check whether current schema differs a lot from the original usingzson_dict table.
		However, developers usually know when they change a schema significantly. It's also easy to re-check whether current schema differs a lot from the original usingzson\_dict table.