From dbb235a855db422072246e3cb8c873c8295a8ee1 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jure=20=C5=A0orn?= <sornjure@gmail.com>
Date: Wed, 2 Jan 2019 01:40:21 +0100
Subject: [PATCH] Line Profiler

---
 README.md | 25 +++++++++++++++++++++++--
 1 file changed, 23 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 2091e86..ee02cbf 100644
--- a/README.md
+++ b/README.md
@@ -1063,13 +1063,14 @@ type(<class_name>, <parents_tuple>, <attributes_dict>)
 >>> z = Z()
 ```
 
-### MetaClass
-#### Class that creates class:
+### Meta Class
+#### Class that creates class.
 ```python
 def my_meta_class(name, parents, attrs):
     ...
     return type(name, parents, attrs)
 ```
+
 #### Or:
 ```python
 class MyMetaClass(type):
@@ -1406,6 +1407,26 @@ timeit('"-".join(str(a) for a in range(100))',
        number=10000, globals=globals())
 ```
 
+### Line Profiler
+```python
+# $ pip3 install line_profiler
+@profile
+def main():
+    a = [(i%3 + 1) * 3 for i in range(10000)]
+    b = [i ** (i/10000) for i in range(10000)] 
+main()
+```
+
+```bash
+$ kernprof -lv test.py
+Line #      Hits         Time  Per Hit   % Time  Line Contents
+==============================================================
+     2                                           @profile
+     3                                           def main():
+     4         1       2901.0   2901.0     45.2      a = [(i%3 + 1) * 3 for i in range(10000)]
+     5         1       3518.0   3518.0     54.8      b = [i ** (i/10000) for i in range(10000)]
+```
+
 ### Call Graph
 #### Generates a PNG image of call graph with highlighted bottlenecks:
 ```python