PROSAGA码农传奇-pycharm-如何将PyCharm与PySpark链接？

我是apache spark的新手，显然我在macbook中安装了带自制程序的apache-spark：
<pre><code>Last login: Fri Jan 8 12:52:04 on console
user@MacBook-Pro-de-User-2:~$ pyspark
Python 2.7.10 (default, Jul 13 2015, 12:05:58)
[GCC 4.2.1 Compatible Apple LLVM 6.1.0 (clang-602.0.53)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
16/01/08 14:46:44 INFO SparkContext: Running Spark version 1.5.1
16/01/08 14:46:46 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
16/01/08 14:46:47 INFO SecurityManager: Changing view acls to: user
16/01/08 14:46:47 INFO SecurityManager: Changing modify acls to: user
16/01/08 14:46:47 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(user); users with modify permissions: Set(user)
16/01/08 14:46:50 INFO Slf4jLogger: Slf4jLogger started
16/01/08 14:46:50 INFO Remoting: Starting remoting
16/01/08 14:46:51 INFO Remoting: Remoting started; listening on addresses :[akka.tcp://sparkDriver@192.168.1.64:50199]
16/01/08 14:46:51 INFO Utils: Successfully started service 'sparkDriver' on port 50199.
16/01/08 14:46:51 INFO SparkEnv: Registering MapOutputTracker
16/01/08 14:46:51 INFO SparkEnv: Registering BlockManagerMaster
16/01/08 14:46:51 INFO DiskBlockManager: Created local directory at /private/var/folders/5x/k7n54drn1csc7w0j7vchjnmc0000gn/T/blockmgr-769e6f91-f0e7-49f9-b45d-1b6382637c95
16/01/08 14:46:51 INFO MemoryStore: MemoryStore started with capacity 530.0 MB
16/01/08 14:46:52 INFO HttpFileServer: HTTP File server directory is /private/var/folders/5x/k7n54drn1csc7w0j7vchjnmc0000gn/T/spark-8e4749ea-9ae7-4137-a0e1-52e410a8e4c5/httpd-1adcd424-c8e9-4e54-a45a-a735ade00393
16/01/08 14:46:52 INFO HttpServer: Starting HTTP Server
16/01/08 14:46:52 INFO Utils: Successfully started service 'HTTP file server' on port 50200.
16/01/08 14:46:52 INFO SparkEnv: Registering OutputCommitCoordinator
16/01/08 14:46:52 INFO Utils: Successfully started service 'SparkUI' on port 4040.
16/01/08 14:46:52 INFO SparkUI: Started SparkUI at http://192.168.1.64:4040
16/01/08 14:46:53 WARN MetricsSystem: Using default name DAGScheduler for source because spark.app.id is not set.
16/01/08 14:46:53 INFO Executor: Starting executor ID driver on host localhost
16/01/08 14:46:53 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 50201.
16/01/08 14:46:53 INFO NettyBlockTransferService: Server created on 50201
16/01/08 14:46:53 INFO BlockManagerMaster: Trying to register BlockManager
16/01/08 14:46:53 INFO BlockManagerMasterEndpoint: Registering block manager localhost:50201 with 530.0 MB RAM, BlockManagerId(driver, localhost, 50201)
16/01/08 14:46:53 INFO BlockManagerMaster: Registered BlockManager
Welcome to
 ____ __
 / __/__ ___ _____/ /__
 _\ \/ _ \/ _ `/ __/ '_/
 /__ / .__/\_,_/_/ /_/\_\ version 1.5.1
 /_/

Using Python version 2.7.10 (default, Jul 13 2015 12:05:58)
SparkContext available as sc, HiveContext available as sqlContext.
>>>
</code></pre>我想开始玩以了解有关MLlib的更多信息。但是，我使用Pycharm在python中编写脚本。问题是：当我去Pycharm并尝试调用pyspark时，Pycharm无法找到该模块。我尝试将路径添加到Pycharm，如下所示：不能用火花链接pycharm然后从一个博客我尝试了这个：
<pre><code>import os
import sys

# Path for spark source folder
os.environ['SPARK_HOME']="/Users/user/Apps/spark-1.5.2-bin-hadoop2.4"

# Append pyspark  to Python Path
sys.path.append("/Users/user/Apps/spark-1.5.2-bin-hadoop2.4/python/pyspark")

try:
    from pyspark import SparkContext
    from pyspark import SparkConf
    print ("Successfully imported Spark Modules")

except ImportError as e:
 print ("Can not import Spark Modules", e)
 sys.exit(1)
</code></pre>而且仍然无法开始将PySpark与Pycharm一起使用，如何将PyCharm与apache-pyspark“链接”的任何想法？更新：然后我搜索apache-spark和python路径以设置Pycharm的环境变量：apache-spark路径： ``` <a href="mailto:user@MacBook-Pro-User-2:~$">user@MacBook-Pro-User-2:~$</a> brew info apache-spark apache-spark: stable 1.6.0, HEAD Engine for large-scale data processing <a href="https://spark.apache.org/">https://spark.apache.org/</a> /usr/local/Cellar/apache-spark/1.5.1 (649 files, 302.9M) * Poured from bottle From: <a href="https://github.com/Homebrew/homebrew/blob/master/Library/Formula/apache-spark.rb">https://github.com/Homebrew/homebrew/blob/master/Library/Formula/apache-spark.rb</a> python路径：<a href="mailto:user@MacBook-Pro-User-2:~$">user@MacBook-Pro-User-2:~$</a> brew info python python: stable 2.7.11 (bottled), HEAD Interpreted, interactive, object-oriented programming language <a href="https://www.python.org">https://www.python.org</a> /usr/local/Cellar/python/2.7.10_2 (4,965 files, 66.9M) * ```然后，根据以上信息，我尝试如下设置环境变量：配置1关于如何正确地将Pycharm与pyspark链接的任何想法？然后，当我以上述配置运行python脚本时，我有以下异常：
<pre><code>/usr/local/Cellar/python/2.7.10_2/Frameworks/Python.framework/Versions/2.7/bin/python2.7 /Users/user/PycharmProjects/spark_examples/test_1.py
Traceback (most recent call last):
 File "/Users/user/PycharmProjects/spark_examples/test_1.py", line 1, in <module>
 from pyspark import SparkContext
ImportError: No module named pyspark
</code></pre>更新： 然后我尝试了@ zero323建议的此配置配置1：
<pre><code>/usr/local/Cellar/apache-spark/1.5.1/ 
conf 1
</code></pre>出： <code>
 user@MacBook-Pro-de-User-2:/usr/local/Cellar/apache-spark/1.5.1$ ls
CHANGES.txt NOTICE libexec/
INSTALL_RECEIPT.json README.md
LICENSE bin/
</code> 配置2：<code>/usr/local/Cellar/apache-spark/1.5.1/libexec</code> 出： <code>
user@MacBook-Pro-de-User-2:/usr/local/Cellar/apache-spark/1.5.1/libexec$ ls
R/ bin/ data/ examples/ python/
RELEASE conf/ ec2/ lib/ sbin/
</code>