PlumedSerpent / MiniDFS-1

Python Implementation of Mini DFS

Python Implementation of Mini DFS

Mini-DFS is running through a process. In this process, the name server and data servers are different threads.

Basic functions of Mini-DFS

• Read/write a file

  • Upload a file: upload success and return the ID of the file
  • Read the location of a file based on the file ID and the offset

• File striping

  • Slicing a file into several chunks
  • Each chunk is 2MB
  • Uniform distribution of these chunks among four data servers

• Replication

  • Each chunk has three replications
  • Replicas are distributed in different data servers

• Directory management

  • Write a file in a given directory
  • Access a file via "directory + file name"

• Name Server

  • List file tree
  • List the relationships between file and chunks
  • List the relationships between replicas and data servers
  • Data server management

• Data Server

  • Read/Write a local chunk
  • Write a chunk via a local directory path

• Client

  • Provide read/write interfaces of a file

Instructions

1. Run main.py to start: python main.py

2. Commands：

   # list all files in DFS, return id, name, size
   MiniDFS > ls
   
   # list file tree in DFS
   MiniDFS > ls2
   
   # make dir in DFS
   MiniDFS > mkdir file_dir
   
   # upload local file to DFS, return file id
   MiniDFS > put source_file_path
   
   # upload local file to DFS dir, return file id
   MiniDFS > put2 source_file_path dest_dir
   
   # read file in DFS
   MiniDFS > read file_id offset count
   
   # read file using dir
   MiniDFS > read2 dir/file_name offset count
   
   # download file in DFS
   MiniDFS > fetch file_id save_path
   
   # download using dir
   MiniDFS > fetch2 dir/file_name save_path
   
   # exit
   MiniDFS > quit

Example

python main.py

MiniDFS > ls

MiniDFS > ls2

# upload file
MiniDFS > put ptb.chr

MiniDFS > put ptb.wrd

MiniDFS > put main.py

# make dir
MiniDFS > mkdir dir1

MiniDFS > mkdir dir2

MiniDFS > mkdir dir3/dir1/dir1

# put using filename
MiniDFS > put2 ptb.wrd dir1

MiniDFS > put2 ptb.wrd dir3/dir1

MiniDFS > put2 main.py dir3/dir1/dir1

# read using file id
MiniDFS > read 0 0 10

# read using dir/name
MiniDFS > read2 ptb.wrd 0 10

MiniDFS > read2 dir1/ptb.wrd 0 10

MiniDFS > read2 dir3/dir1/dir1/main.py 0 100

# download using file id
MiniDFS > fetch 0 0

MiniDFS > fetch2 dir3/dir1/dir1/main.py 1

MiniDFS > fetch2 dir1/ptb.wrd 2

# check file tree
MiniDFS > ls

MiniDFS > ls2

# exit
MiniDFS > quit

# diff file
diff 0 ptb.chr
diff 1 main.py
diff 2 ptb.wrd

# check data nodes md5
./check.sh

Storage

1. dfs will be the data storage directory of DFS. datanode{0,1,2,3} is the storage dir for each data server, and namenode is the dir for name server.

2. Files in DFS are split into several chunks, each named like 0-part-0.