连续几天做实验，有种一波未平一波又起的赶脚，今天也是，想想还是记录一下下吧。
1.
首先，跑GPS（Graph Processing System）的时候，因为输入文件增大导致昨天运行正常的流程出问题，显示heap size～～～～。所以毛病锁定在输入规模上面！也就是所谓的scalablity issue。由于GPS的资料非常的少，基本没有。我大概搜了一下，有人说要增大堆栈空间，巴拉巴拉，都不好使（http://stackoverflow.com/questions/1596009/java-lang-outofmemoryerror-java-heap-space）。后来去了GPS的讨论组，GPS之父告诉我们，应该这样做：
参见：https://groups.google.com/forum/#!topic/stanfordgpsusers/62FeHpZijU0
Hi, Semih.
I am using GPS to process twitter graph. I got a critical problem. Twitter has a very skewed graph. Some users may have more than 100k followers. Such vertex will trigger huge number of messages.
GPS generates "java heap overflow" exceptions. I thought that was because the messages are buffered in the memory before sending out.
I don't think this is really do to the skew in the data. 100k is still a very small amount of messages. It just means that, that vertex will likely generate or receive 100k * 8 = 800k bytes = 0.8 MB more data. How much memory are you giving to your java virtual machine? How much memory do your machines have. I have about 4GB on each of my machines so I give the following flags to my java scripts: -Xmx3000M. You should change the script file here: https://www.assembla.com/code/phd-projects/subversion/nodes/gps/trunk/scripts/start_gps_node.sh?rev=95 There are two jvm flags XMX_SIZE and XMS_SIZE, which you should adjust.
于是乎我就跑过去修改了一下，分别增大XMX_SIZE 和 XMS_SIZE，然后又出现新的问题：连接不上端口，于是重新修改端口号，在传到hdfs上面去。
好了！
2.
第二个问题，下午跑RDFlib的时候（我主要用它来使得解析RDF文件，使其变成图数据）。一开始使用
easy_install rdflib来安装的时候总是显示有错误（可能这几天网络有问题，梯子不够长，嘿嘿）。后来急了，直接下载源文件，本地手动安装！可是找了半天，居然没有找到怎么手动安装！！剁手～～～其实，进去文件目录后，prthon setup.py install就可以了。安装好了，尝试跑数据了，小数据跑得呼呼爽，后来准备跑真实数据了，300M 左右，结果就怂了。
No handlers could be found for logger "rdflib.term"后来搜了一下，这个网址里面有解决方案 http://stackoverflow.com/questions/17393664/no-handlers-could-be-found-for-logger-rdflib-term
import logging import rdflib logging.basicConfig()# now load your graph g = rdflib.Graph() g.load("life_the_universe_everything.rdf")
3.
跑rdflib的时候，遇到问题：
WARNING:rdflib.term:http://www.w3.org/1999/02/22-rdf-syntax-ns# first does not look like a valid URI, trying to serialize this will break.
然后会直接导致不能运行，郁闷啊！况且我的代码怎么能有Warning！于是乎去改，搜索了一下啊，有人说把URL里面的空格岁百纳用什么替代就好了，瞬间就笑开颜了，哈哈，果然好用！
当然了，我这么操作是因为我不在意具体的URL是什么，我只是把它当作一串字符而已！