@@ -27,14 +27,14 @@ Short functions can be passed to RDD methods using Python's [`lambda`](http://ww
{% highlight python %}
logData = sc.textFile(logFile).cache()
errors = logData.filter(lambda s: 'ERROR' in s.split())
errors = logData.filter(lambda line: "ERROR" in line)
{% endhighlight %}
You can also pass functions that are defined using the `def` keyword; this is useful for more complicated functions that cannot be expressed using `lambda`:
{% highlight python %}
def is_error(line):
return 'ERROR' in line.split()
return "ERROR" in line
errors = logData.filter(is_error)
{% endhighlight %}
...
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@@ -43,8 +43,7 @@ Functions can access objects in enclosing scopes, although modifications to thos
{% highlight python %}
error_keywords = ["Exception", "Error"]
def is_error(line):
words = line.split()
return any(keyword in words for keyword in error_keywords)
return any(keyword in line for keyword in error_keywords)