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Posted to commits@airavata.apache.org by sm...@apache.org on 2016/08/09 18:00:42 UTC

[02/32] airavata-sandbox git commit: adding jupyter note books for Airavata

http://git-wip-us.apache.org/repos/asf/airavata-sandbox/blob/75eb96c2/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/TJSONProtocol.py
----------------------------------------------------------------------
diff --git a/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/TJSONProtocol.py b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/TJSONProtocol.py
new file mode 100644
index 0000000..3c1e80e
--- /dev/null
+++ b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/TJSONProtocol.py
@@ -0,0 +1,552 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership. The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License. You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied. See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+
+import base64
+import json
+import math
+
+from thrift.protocol.TProtocol import TType, TProtocolBase, TProtocolException
+
+
+__all__ = ['TJSONProtocol',
+           'TJSONProtocolFactory',
+           'TSimpleJSONProtocol',
+           'TSimpleJSONProtocolFactory']
+
+VERSION = 1
+
+COMMA = ','
+COLON = ':'
+LBRACE = '{'
+RBRACE = '}'
+LBRACKET = '['
+RBRACKET = ']'
+QUOTE = '"'
+BACKSLASH = '\\'
+ZERO = '0'
+
+ESCSEQ = '\\u00'
+ESCAPE_CHAR = '"\\bfnrt'
+ESCAPE_CHAR_VALS = ['"', '\\', '\b', '\f', '\n', '\r', '\t']
+NUMERIC_CHAR = '+-.0123456789Ee'
+
+CTYPES = {TType.BOOL:       'tf',
+          TType.BYTE:       'i8',
+          TType.I16:        'i16',
+          TType.I32:        'i32',
+          TType.I64:        'i64',
+          TType.DOUBLE:     'dbl',
+          TType.STRING:     'str',
+          TType.STRUCT:     'rec',
+          TType.LIST:       'lst',
+          TType.SET:        'set',
+          TType.MAP:        'map'}
+
+JTYPES = {}
+for key in CTYPES.keys():
+  JTYPES[CTYPES[key]] = key
+
+
+class JSONBaseContext(object):
+
+  def __init__(self, protocol):
+    self.protocol = protocol
+    self.first = True
+
+  def doIO(self, function):
+    pass
+  
+  def write(self):
+    pass
+
+  def read(self):
+    pass
+
+  def escapeNum(self):
+    return False
+
+  def __str__(self):
+    return self.__class__.__name__
+
+
+class JSONListContext(JSONBaseContext):
+    
+  def doIO(self, function):
+    if self.first is True:
+      self.first = False
+    else:
+      function(COMMA)
+
+  def write(self):
+    self.doIO(self.protocol.trans.write)
+
+  def read(self):
+    self.doIO(self.protocol.readJSONSyntaxChar)
+
+
+class JSONPairContext(JSONBaseContext):
+  
+  def __init__(self, protocol):
+    super(JSONPairContext, self).__init__(protocol)
+    self.colon = True
+
+  def doIO(self, function):
+    if self.first:
+      self.first = False
+      self.colon = True
+    else:
+      function(COLON if self.colon else COMMA)
+      self.colon = not self.colon
+
+  def write(self):
+    self.doIO(self.protocol.trans.write)
+
+  def read(self):
+    self.doIO(self.protocol.readJSONSyntaxChar)
+
+  def escapeNum(self):
+    return self.colon
+
+  def __str__(self):
+    return '%s, colon=%s' % (self.__class__.__name__, self.colon)
+
+
+class LookaheadReader():
+  hasData = False
+  data = ''
+
+  def __init__(self, protocol):
+    self.protocol = protocol
+
+  def read(self):
+    if self.hasData is True:
+      self.hasData = False
+    else:
+      self.data = self.protocol.trans.read(1)
+    return self.data
+
+  def peek(self):
+    if self.hasData is False:
+      self.data = self.protocol.trans.read(1)
+    self.hasData = True
+    return self.data
+
+class TJSONProtocolBase(TProtocolBase):
+
+  def __init__(self, trans):
+    TProtocolBase.__init__(self, trans)
+    self.resetWriteContext()
+    self.resetReadContext()
+
+  def resetWriteContext(self):
+    self.context = JSONBaseContext(self)
+    self.contextStack = [self.context]
+
+  def resetReadContext(self):
+    self.resetWriteContext()
+    self.reader = LookaheadReader(self)
+
+  def pushContext(self, ctx):
+    self.contextStack.append(ctx)
+    self.context = ctx
+
+  def popContext(self):
+    self.contextStack.pop()
+    if self.contextStack:
+      self.context = self.contextStack[-1]
+    else:
+      self.context = JSONBaseContext(self)
+
+  def writeJSONString(self, string):
+    self.context.write()
+    self.trans.write(json.dumps(string))
+
+  def writeJSONNumber(self, number):
+    self.context.write()
+    jsNumber = str(number)
+    if self.context.escapeNum():
+      jsNumber = "%s%s%s" % (QUOTE, jsNumber,  QUOTE)
+    self.trans.write(jsNumber)
+
+  def writeJSONBase64(self, binary):
+    self.context.write()
+    self.trans.write(QUOTE)
+    self.trans.write(base64.b64encode(binary))
+    self.trans.write(QUOTE)
+
+  def writeJSONObjectStart(self):
+    self.context.write()
+    self.trans.write(LBRACE)
+    self.pushContext(JSONPairContext(self))
+
+  def writeJSONObjectEnd(self):
+    self.popContext()
+    self.trans.write(RBRACE)
+
+  def writeJSONArrayStart(self):
+    self.context.write()
+    self.trans.write(LBRACKET)
+    self.pushContext(JSONListContext(self))
+
+  def writeJSONArrayEnd(self):
+    self.popContext()
+    self.trans.write(RBRACKET)
+
+  def readJSONSyntaxChar(self, character):
+    current = self.reader.read()
+    if character != current:
+      raise TProtocolException(TProtocolException.INVALID_DATA,
+                               "Unexpected character: %s" % current)
+
+  def readJSONString(self, skipContext):
+    string = []
+    if skipContext is False:
+      self.context.read()
+    self.readJSONSyntaxChar(QUOTE)
+    while True:
+      character = self.reader.read()
+      if character == QUOTE:
+        break
+      if character == ESCSEQ[0]:
+        character = self.reader.read()
+        if character == ESCSEQ[1]:
+          self.readJSONSyntaxChar(ZERO)
+          self.readJSONSyntaxChar(ZERO)
+          character = json.JSONDecoder().decode('"\u00%s"' % self.trans.read(2))
+        else:
+          off = ESCAPE_CHAR.find(character)
+          if off == -1:
+            raise TProtocolException(TProtocolException.INVALID_DATA,
+                                     "Expected control char")
+          character = ESCAPE_CHAR_VALS[off]
+      string.append(character)
+    return ''.join(string)
+
+  def isJSONNumeric(self, character):
+    return (True if NUMERIC_CHAR.find(character) != - 1 else False)
+
+  def readJSONQuotes(self):
+    if (self.context.escapeNum()):
+      self.readJSONSyntaxChar(QUOTE)
+
+  def readJSONNumericChars(self):
+    numeric = []
+    while True:
+      character = self.reader.peek()
+      if self.isJSONNumeric(character) is False:
+        break
+      numeric.append(self.reader.read())
+    return ''.join(numeric)
+
+  def readJSONInteger(self):
+    self.context.read()
+    self.readJSONQuotes()
+    numeric = self.readJSONNumericChars()
+    self.readJSONQuotes()
+    try:
+      return int(numeric)
+    except ValueError:
+      raise TProtocolException(TProtocolException.INVALID_DATA,
+                               "Bad data encounted in numeric data")
+
+  def readJSONDouble(self):
+    self.context.read()
+    if self.reader.peek() == QUOTE:
+      string  = self.readJSONString(True)
+      try:
+        double = float(string)
+        if (self.context.escapeNum is False and
+            not math.isinf(double) and
+            not math.isnan(double)):
+          raise TProtocolException(TProtocolException.INVALID_DATA,
+                                   "Numeric data unexpectedly quoted")
+        return double
+      except ValueError:
+        raise TProtocolException(TProtocolException.INVALID_DATA,
+                                 "Bad data encounted in numeric data")
+    else:
+      if self.context.escapeNum() is True:
+        self.readJSONSyntaxChar(QUOTE)
+      try:
+        return float(self.readJSONNumericChars())
+      except ValueError:
+        raise TProtocolException(TProtocolException.INVALID_DATA,
+                                 "Bad data encounted in numeric data")
+
+  def readJSONBase64(self):
+    string = self.readJSONString(False)
+    return base64.b64decode(string)
+
+  def readJSONObjectStart(self):
+    self.context.read()
+    self.readJSONSyntaxChar(LBRACE)
+    self.pushContext(JSONPairContext(self))
+
+  def readJSONObjectEnd(self):
+    self.readJSONSyntaxChar(RBRACE)
+    self.popContext()
+
+  def readJSONArrayStart(self):
+    self.context.read()
+    self.readJSONSyntaxChar(LBRACKET)
+    self.pushContext(JSONListContext(self))
+
+  def readJSONArrayEnd(self):
+    self.readJSONSyntaxChar(RBRACKET)
+    self.popContext()
+
+
+class TJSONProtocol(TJSONProtocolBase):
+
+  def readMessageBegin(self):
+    self.resetReadContext()
+    self.readJSONArrayStart()
+    if self.readJSONInteger() != VERSION:
+      raise TProtocolException(TProtocolException.BAD_VERSION,
+                               "Message contained bad version.")
+    name = self.readJSONString(False)
+    typen = self.readJSONInteger()
+    seqid = self.readJSONInteger()
+    return (name, typen, seqid)
+
+  def readMessageEnd(self):
+    self.readJSONArrayEnd()
+
+  def readStructBegin(self):
+    self.readJSONObjectStart()
+
+  def readStructEnd(self):
+    self.readJSONObjectEnd()
+
+  def readFieldBegin(self):
+    character = self.reader.peek()
+    ttype = 0
+    id = 0
+    if character == RBRACE:
+      ttype = TType.STOP
+    else:
+      id = self.readJSONInteger()
+      self.readJSONObjectStart()
+      ttype = JTYPES[self.readJSONString(False)]
+    return (None, ttype, id)
+
+  def readFieldEnd(self):
+    self.readJSONObjectEnd()
+
+  def readMapBegin(self):
+    self.readJSONArrayStart()
+    keyType = JTYPES[self.readJSONString(False)]
+    valueType = JTYPES[self.readJSONString(False)]
+    size = self.readJSONInteger()
+    self.readJSONObjectStart()
+    return (keyType, valueType, size)
+
+  def readMapEnd(self):
+    self.readJSONObjectEnd()
+    self.readJSONArrayEnd()
+
+  def readCollectionBegin(self):
+    self.readJSONArrayStart()
+    elemType = JTYPES[self.readJSONString(False)]
+    size = self.readJSONInteger()
+    return (elemType, size)
+  readListBegin = readCollectionBegin
+  readSetBegin = readCollectionBegin
+
+  def readCollectionEnd(self):
+    self.readJSONArrayEnd()
+  readSetEnd = readCollectionEnd
+  readListEnd = readCollectionEnd
+
+  def readBool(self):
+    return (False if self.readJSONInteger() == 0 else True)
+
+  def readNumber(self):
+    return self.readJSONInteger()
+  readByte = readNumber
+  readI16 = readNumber
+  readI32 = readNumber
+  readI64 = readNumber
+
+  def readDouble(self):
+    return self.readJSONDouble()
+
+  def readString(self):
+    return self.readJSONString(False)
+
+  def readBinary(self):
+    return self.readJSONBase64()
+
+  def writeMessageBegin(self, name, request_type, seqid):
+    self.resetWriteContext()
+    self.writeJSONArrayStart()
+    self.writeJSONNumber(VERSION)
+    self.writeJSONString(name)
+    self.writeJSONNumber(request_type)
+    self.writeJSONNumber(seqid)
+
+  def writeMessageEnd(self):
+    self.writeJSONArrayEnd()
+
+  def writeStructBegin(self, name):
+    self.writeJSONObjectStart()
+
+  def writeStructEnd(self):
+    self.writeJSONObjectEnd()
+
+  def writeFieldBegin(self, name, ttype, id):
+    self.writeJSONNumber(id)
+    self.writeJSONObjectStart()
+    self.writeJSONString(CTYPES[ttype])
+
+  def writeFieldEnd(self):
+    self.writeJSONObjectEnd()
+
+  def writeFieldStop(self):
+    pass
+
+  def writeMapBegin(self, ktype, vtype, size):
+    self.writeJSONArrayStart()
+    self.writeJSONString(CTYPES[ktype])
+    self.writeJSONString(CTYPES[vtype])
+    self.writeJSONNumber(size)
+    self.writeJSONObjectStart()
+
+  def writeMapEnd(self):
+    self.writeJSONObjectEnd()
+    self.writeJSONArrayEnd()
+    
+  def writeListBegin(self, etype, size):
+    self.writeJSONArrayStart()
+    self.writeJSONString(CTYPES[etype])
+    self.writeJSONNumber(size)
+    
+  def writeListEnd(self):
+    self.writeJSONArrayEnd()
+
+  def writeSetBegin(self, etype, size):
+    self.writeJSONArrayStart()
+    self.writeJSONString(CTYPES[etype])
+    self.writeJSONNumber(size)
+    
+  def writeSetEnd(self):
+    self.writeJSONArrayEnd()
+
+  def writeBool(self, boolean):
+    self.writeJSONNumber(1 if boolean is True else 0)
+
+  def writeInteger(self, integer):
+    self.writeJSONNumber(integer)
+  writeByte = writeInteger
+  writeI16 = writeInteger
+  writeI32 = writeInteger
+  writeI64 = writeInteger
+
+  def writeDouble(self, dbl):
+    self.writeJSONNumber(dbl)
+
+  def writeString(self, string):
+    self.writeJSONString(string)
+    
+  def writeBinary(self, binary):
+    self.writeJSONBase64(binary)
+
+
+class TJSONProtocolFactory:
+
+  def getProtocol(self, trans):
+    return TJSONProtocol(trans)
+
+
+class TSimpleJSONProtocol(TJSONProtocolBase):
+    """Simple, readable, write-only JSON protocol.
+    
+    Useful for interacting with scripting languages.
+    """
+
+    def readMessageBegin(self):
+        raise NotImplementedError()
+    
+    def readMessageEnd(self):
+        raise NotImplementedError()
+    
+    def readStructBegin(self):
+        raise NotImplementedError()
+    
+    def readStructEnd(self):
+        raise NotImplementedError()
+    
+    def writeMessageBegin(self, name, request_type, seqid):
+        self.resetWriteContext()
+    
+    def writeMessageEnd(self):
+        pass
+    
+    def writeStructBegin(self, name):
+        self.writeJSONObjectStart()
+    
+    def writeStructEnd(self):
+        self.writeJSONObjectEnd()
+      
+    def writeFieldBegin(self, name, ttype, fid):
+        self.writeJSONString(name)
+    
+    def writeFieldEnd(self):
+        pass
+    
+    def writeMapBegin(self, ktype, vtype, size):
+        self.writeJSONObjectStart()
+    
+    def writeMapEnd(self):
+        self.writeJSONObjectEnd()
+    
+    def _writeCollectionBegin(self, etype, size):
+        self.writeJSONArrayStart()
+    
+    def _writeCollectionEnd(self):
+        self.writeJSONArrayEnd()
+    writeListBegin = _writeCollectionBegin
+    writeListEnd = _writeCollectionEnd
+    writeSetBegin = _writeCollectionBegin
+    writeSetEnd = _writeCollectionEnd
+
+    def writeInteger(self, integer):
+        self.writeJSONNumber(integer)
+    writeByte = writeInteger
+    writeI16 = writeInteger
+    writeI32 = writeInteger
+    writeI64 = writeInteger
+    
+    def writeBool(self, boolean):
+        self.writeJSONNumber(1 if boolean is True else 0)
+
+    def writeDouble(self, dbl):
+        self.writeJSONNumber(dbl)
+    
+    def writeString(self, string):
+        self.writeJSONString(string)
+      
+    def writeBinary(self, binary):
+        self.writeJSONBase64(binary)
+
+
+class TSimpleJSONProtocolFactory(object):
+
+    def getProtocol(self, trans):
+        return TSimpleJSONProtocol(trans)

http://git-wip-us.apache.org/repos/asf/airavata-sandbox/blob/75eb96c2/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/TProtocol.py
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diff --git a/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/TProtocol.py b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/TProtocol.py
new file mode 100644
index 0000000..dc2b095
--- /dev/null
+++ b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/TProtocol.py
@@ -0,0 +1,406 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership. The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License. You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied. See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+
+from thrift.Thrift import *
+
+
+class TProtocolException(TException):
+  """Custom Protocol Exception class"""
+
+  UNKNOWN = 0
+  INVALID_DATA = 1
+  NEGATIVE_SIZE = 2
+  SIZE_LIMIT = 3
+  BAD_VERSION = 4
+
+  def __init__(self, type=UNKNOWN, message=None):
+    TException.__init__(self, message)
+    self.type = type
+
+
+class TProtocolBase:
+  """Base class for Thrift protocol driver."""
+
+  def __init__(self, trans):
+    self.trans = trans
+
+  def writeMessageBegin(self, name, ttype, seqid):
+    pass
+
+  def writeMessageEnd(self):
+    pass
+
+  def writeStructBegin(self, name):
+    pass
+
+  def writeStructEnd(self):
+    pass
+
+  def writeFieldBegin(self, name, ttype, fid):
+    pass
+
+  def writeFieldEnd(self):
+    pass
+
+  def writeFieldStop(self):
+    pass
+
+  def writeMapBegin(self, ktype, vtype, size):
+    pass
+
+  def writeMapEnd(self):
+    pass
+
+  def writeListBegin(self, etype, size):
+    pass
+
+  def writeListEnd(self):
+    pass
+
+  def writeSetBegin(self, etype, size):
+    pass
+
+  def writeSetEnd(self):
+    pass
+
+  def writeBool(self, bool_val):
+    pass
+
+  def writeByte(self, byte):
+    pass
+
+  def writeI16(self, i16):
+    pass
+
+  def writeI32(self, i32):
+    pass
+
+  def writeI64(self, i64):
+    pass
+
+  def writeDouble(self, dub):
+    pass
+
+  def writeString(self, str_val):
+    pass
+
+  def readMessageBegin(self):
+    pass
+
+  def readMessageEnd(self):
+    pass
+
+  def readStructBegin(self):
+    pass
+
+  def readStructEnd(self):
+    pass
+
+  def readFieldBegin(self):
+    pass
+
+  def readFieldEnd(self):
+    pass
+
+  def readMapBegin(self):
+    pass
+
+  def readMapEnd(self):
+    pass
+
+  def readListBegin(self):
+    pass
+
+  def readListEnd(self):
+    pass
+
+  def readSetBegin(self):
+    pass
+
+  def readSetEnd(self):
+    pass
+
+  def readBool(self):
+    pass
+
+  def readByte(self):
+    pass
+
+  def readI16(self):
+    pass
+
+  def readI32(self):
+    pass
+
+  def readI64(self):
+    pass
+
+  def readDouble(self):
+    pass
+
+  def readString(self):
+    pass
+
+  def skip(self, ttype):
+    if ttype == TType.STOP:
+      return
+    elif ttype == TType.BOOL:
+      self.readBool()
+    elif ttype == TType.BYTE:
+      self.readByte()
+    elif ttype == TType.I16:
+      self.readI16()
+    elif ttype == TType.I32:
+      self.readI32()
+    elif ttype == TType.I64:
+      self.readI64()
+    elif ttype == TType.DOUBLE:
+      self.readDouble()
+    elif ttype == TType.STRING:
+      self.readString()
+    elif ttype == TType.STRUCT:
+      name = self.readStructBegin()
+      while True:
+        (name, ttype, id) = self.readFieldBegin()
+        if ttype == TType.STOP:
+          break
+        self.skip(ttype)
+        self.readFieldEnd()
+      self.readStructEnd()
+    elif ttype == TType.MAP:
+      (ktype, vtype, size) = self.readMapBegin()
+      for i in xrange(size):
+        self.skip(ktype)
+        self.skip(vtype)
+      self.readMapEnd()
+    elif ttype == TType.SET:
+      (etype, size) = self.readSetBegin()
+      for i in xrange(size):
+        self.skip(etype)
+      self.readSetEnd()
+    elif ttype == TType.LIST:
+      (etype, size) = self.readListBegin()
+      for i in xrange(size):
+        self.skip(etype)
+      self.readListEnd()
+
+  # tuple of: ( 'reader method' name, is_container bool, 'writer_method' name )
+  _TTYPE_HANDLERS = (
+       (None, None, False),  # 0 TType.STOP
+       (None, None, False),  # 1 TType.VOID # TODO: handle void?
+       ('readBool', 'writeBool', False),  # 2 TType.BOOL
+       ('readByte',  'writeByte', False),  # 3 TType.BYTE and I08
+       ('readDouble', 'writeDouble', False),  # 4 TType.DOUBLE
+       (None, None, False),  # 5 undefined
+       ('readI16', 'writeI16', False),  # 6 TType.I16
+       (None, None, False),  # 7 undefined
+       ('readI32', 'writeI32', False),  # 8 TType.I32
+       (None, None, False),  # 9 undefined
+       ('readI64', 'writeI64', False),  # 10 TType.I64
+       ('readString', 'writeString', False),  # 11 TType.STRING and UTF7
+       ('readContainerStruct', 'writeContainerStruct', True),  # 12 *.STRUCT
+       ('readContainerMap', 'writeContainerMap', True),  # 13 TType.MAP
+       ('readContainerSet', 'writeContainerSet', True),  # 14 TType.SET
+       ('readContainerList', 'writeContainerList', True),  # 15 TType.LIST
+       (None, None, False),  # 16 TType.UTF8 # TODO: handle utf8 types?
+       (None, None, False)  # 17 TType.UTF16 # TODO: handle utf16 types?
+      )
+
+  def readFieldByTType(self, ttype, spec):
+    try:
+      (r_handler, w_handler, is_container) = self._TTYPE_HANDLERS[ttype]
+    except IndexError:
+      raise TProtocolException(type=TProtocolException.INVALID_DATA,
+                               message='Invalid field type %d' % (ttype))
+    if r_handler is None:
+      raise TProtocolException(type=TProtocolException.INVALID_DATA,
+                               message='Invalid field type %d' % (ttype))
+    reader = getattr(self, r_handler)
+    if not is_container:
+      return reader()
+    return reader(spec)
+
+  def readContainerList(self, spec):
+    results = []
+    ttype, tspec = spec[0], spec[1]
+    r_handler = self._TTYPE_HANDLERS[ttype][0]
+    reader = getattr(self, r_handler)
+    (list_type, list_len) = self.readListBegin()
+    if tspec is None:
+      # list values are simple types
+      for idx in xrange(list_len):
+        results.append(reader())
+    else:
+      # this is like an inlined readFieldByTType
+      container_reader = self._TTYPE_HANDLERS[list_type][0]
+      val_reader = getattr(self, container_reader)
+      for idx in xrange(list_len):
+        val = val_reader(tspec)
+        results.append(val)
+    self.readListEnd()
+    return results
+
+  def readContainerSet(self, spec):
+    results = set()
+    ttype, tspec = spec[0], spec[1]
+    r_handler = self._TTYPE_HANDLERS[ttype][0]
+    reader = getattr(self, r_handler)
+    (set_type, set_len) = self.readSetBegin()
+    if tspec is None:
+      # set members are simple types
+      for idx in xrange(set_len):
+        results.add(reader())
+    else:
+      container_reader = self._TTYPE_HANDLERS[set_type][0]
+      val_reader = getattr(self, container_reader)
+      for idx in xrange(set_len):
+        results.add(val_reader(tspec))
+    self.readSetEnd()
+    return results
+
+  def readContainerStruct(self, spec):
+    (obj_class, obj_spec) = spec
+    obj = obj_class()
+    obj.read(self)
+    return obj
+
+  def readContainerMap(self, spec):
+    results = dict()
+    key_ttype, key_spec = spec[0], spec[1]
+    val_ttype, val_spec = spec[2], spec[3]
+    (map_ktype, map_vtype, map_len) = self.readMapBegin()
+    # TODO: compare types we just decoded with thrift_spec and
+    # abort/skip if types disagree
+    key_reader = getattr(self, self._TTYPE_HANDLERS[key_ttype][0])
+    val_reader = getattr(self, self._TTYPE_HANDLERS[val_ttype][0])
+    # list values are simple types
+    for idx in xrange(map_len):
+      if key_spec is None:
+        k_val = key_reader()
+      else:
+        k_val = self.readFieldByTType(key_ttype, key_spec)
+      if val_spec is None:
+        v_val = val_reader()
+      else:
+        v_val = self.readFieldByTType(val_ttype, val_spec)
+      # this raises a TypeError with unhashable keys types
+      # i.e. this fails: d=dict(); d[[0,1]] = 2
+      results[k_val] = v_val
+    self.readMapEnd()
+    return results
+
+  def readStruct(self, obj, thrift_spec):
+    self.readStructBegin()
+    while True:
+      (fname, ftype, fid) = self.readFieldBegin()
+      if ftype == TType.STOP:
+        break
+      try:
+        field = thrift_spec[fid]
+      except IndexError:
+        self.skip(ftype)
+      else:
+        if field is not None and ftype == field[1]:
+          fname = field[2]
+          fspec = field[3]
+          val = self.readFieldByTType(ftype, fspec)
+          setattr(obj, fname, val)
+        else:
+          self.skip(ftype)
+      self.readFieldEnd()
+    self.readStructEnd()
+
+  def writeContainerStruct(self, val, spec):
+    val.write(self)
+
+  def writeContainerList(self, val, spec):
+    self.writeListBegin(spec[0], len(val))
+    r_handler, w_handler, is_container = self._TTYPE_HANDLERS[spec[0]]
+    e_writer = getattr(self, w_handler)
+    if not is_container:
+      for elem in val:
+        e_writer(elem)
+    else:
+      for elem in val:
+        e_writer(elem, spec[1])
+    self.writeListEnd()
+
+  def writeContainerSet(self, val, spec):
+    self.writeSetBegin(spec[0], len(val))
+    r_handler, w_handler, is_container = self._TTYPE_HANDLERS[spec[0]]
+    e_writer = getattr(self, w_handler)
+    if not is_container:
+      for elem in val:
+        e_writer(elem)
+    else:
+      for elem in val:
+        e_writer(elem, spec[1])
+    self.writeSetEnd()
+
+  def writeContainerMap(self, val, spec):
+    k_type = spec[0]
+    v_type = spec[2]
+    ignore, ktype_name, k_is_container = self._TTYPE_HANDLERS[k_type]
+    ignore, vtype_name, v_is_container = self._TTYPE_HANDLERS[v_type]
+    k_writer = getattr(self, ktype_name)
+    v_writer = getattr(self, vtype_name)
+    self.writeMapBegin(k_type, v_type, len(val))
+    for m_key, m_val in val.iteritems():
+      if not k_is_container:
+        k_writer(m_key)
+      else:
+        k_writer(m_key, spec[1])
+      if not v_is_container:
+        v_writer(m_val)
+      else:
+        v_writer(m_val, spec[3])
+    self.writeMapEnd()
+
+  def writeStruct(self, obj, thrift_spec):
+    self.writeStructBegin(obj.__class__.__name__)
+    for field in thrift_spec:
+      if field is None:
+        continue
+      fname = field[2]
+      val = getattr(obj, fname)
+      if val is None:
+        # skip writing out unset fields
+        continue
+      fid = field[0]
+      ftype = field[1]
+      fspec = field[3]
+      # get the writer method for this value
+      self.writeFieldBegin(fname, ftype, fid)
+      self.writeFieldByTType(ftype, val, fspec)
+      self.writeFieldEnd()
+    self.writeFieldStop()
+    self.writeStructEnd()
+
+  def writeFieldByTType(self, ttype, val, spec):
+    r_handler, w_handler, is_container = self._TTYPE_HANDLERS[ttype]
+    writer = getattr(self, w_handler)
+    if is_container:
+      writer(val, spec)
+    else:
+      writer(val)
+
+
+class TProtocolFactory:
+  def getProtocol(self, trans):
+    pass

http://git-wip-us.apache.org/repos/asf/airavata-sandbox/blob/75eb96c2/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/TProtocol.pyc
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diff --git a/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/TProtocol.pyc b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/TProtocol.pyc
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diff --git a/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/__init__.py b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/__init__.py
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@@ -0,0 +1,20 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership. The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License. You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied. See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+
+__all__ = ['fastbinary', 'TBase', 'TBinaryProtocol', 'TCompactProtocol', 'TJSONProtocol', 'TProtocol']

http://git-wip-us.apache.org/repos/asf/airavata-sandbox/blob/75eb96c2/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/__init__.pyc
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diff --git a/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/__init__.pyc b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/__init__.pyc
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http://git-wip-us.apache.org/repos/asf/airavata-sandbox/blob/75eb96c2/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/fastbinary.c
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diff --git a/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/fastbinary.c b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/fastbinary.c
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+++ b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/protocol/fastbinary.c
@@ -0,0 +1,1219 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License. You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied. See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+#include <Python.h>
+#include "cStringIO.h"
+#include <stdint.h>
+#ifndef _WIN32
+# include <stdbool.h>
+# include <netinet/in.h>
+#else
+# include <WinSock2.h>
+# pragma comment (lib, "ws2_32.lib")
+# define BIG_ENDIAN (4321)
+# define LITTLE_ENDIAN (1234)
+# define BYTE_ORDER LITTLE_ENDIAN
+# if defined(_MSC_VER) && _MSC_VER < 1600
+   typedef int _Bool;
+#  define bool _Bool
+#  define false 0 
+#  define true 1
+# endif
+# define inline __inline
+#endif
+
+/* Fix endianness issues on Solaris */
+#if defined (__SVR4) && defined (__sun)
+ #if defined(__i386) && !defined(__i386__)
+  #define __i386__
+ #endif
+
+ #ifndef BIG_ENDIAN
+  #define BIG_ENDIAN (4321)
+ #endif
+ #ifndef LITTLE_ENDIAN
+  #define LITTLE_ENDIAN (1234)
+ #endif
+
+ /* I386 is LE, even on Solaris */
+ #if !defined(BYTE_ORDER) && defined(__i386__)
+  #define BYTE_ORDER LITTLE_ENDIAN
+ #endif
+#endif
+
+// TODO(dreiss): defval appears to be unused.  Look into removing it.
+// TODO(dreiss): Make parse_spec_args recursive, and cache the output
+//               permanently in the object.  (Malloc and orphan.)
+// TODO(dreiss): Why do we need cStringIO for reading, why not just char*?
+//               Can cStringIO let us work with a BufferedTransport?
+// TODO(dreiss): Don't ignore the rv from cwrite (maybe).
+
+/* ====== BEGIN UTILITIES ====== */
+
+#define INIT_OUTBUF_SIZE 128
+
+// Stolen out of TProtocol.h.
+// It would be a huge pain to have both get this from one place.
+typedef enum TType {
+  T_STOP       = 0,
+  T_VOID       = 1,
+  T_BOOL       = 2,
+  T_BYTE       = 3,
+  T_I08        = 3,
+  T_I16        = 6,
+  T_I32        = 8,
+  T_U64        = 9,
+  T_I64        = 10,
+  T_DOUBLE     = 4,
+  T_STRING     = 11,
+  T_UTF7       = 11,
+  T_STRUCT     = 12,
+  T_MAP        = 13,
+  T_SET        = 14,
+  T_LIST       = 15,
+  T_UTF8       = 16,
+  T_UTF16      = 17
+} TType;
+
+#ifndef __BYTE_ORDER
+# if defined(BYTE_ORDER) && defined(LITTLE_ENDIAN) && defined(BIG_ENDIAN)
+#  define __BYTE_ORDER BYTE_ORDER
+#  define __LITTLE_ENDIAN LITTLE_ENDIAN
+#  define __BIG_ENDIAN BIG_ENDIAN
+# else
+#  error "Cannot determine endianness"
+# endif
+#endif
+
+// Same comment as the enum.  Sorry.
+#if __BYTE_ORDER == __BIG_ENDIAN
+# define ntohll(n) (n)
+# define htonll(n) (n)
+#elif __BYTE_ORDER == __LITTLE_ENDIAN
+# if defined(__GNUC__) && defined(__GLIBC__)
+#  include <byteswap.h>
+#  define ntohll(n) bswap_64(n)
+#  define htonll(n) bswap_64(n)
+# else /* GNUC & GLIBC */
+#  define ntohll(n) ( (((unsigned long long)ntohl(n)) << 32) + ntohl(n >> 32) )
+#  define htonll(n) ( (((unsigned long long)htonl(n)) << 32) + htonl(n >> 32) )
+# endif /* GNUC & GLIBC */
+#else /* __BYTE_ORDER */
+# error "Can't define htonll or ntohll!"
+#endif
+
+// Doing a benchmark shows that interning actually makes a difference, amazingly.
+#define INTERN_STRING(value) _intern_ ## value
+
+#define INT_CONV_ERROR_OCCURRED(v) ( ((v) == -1) && PyErr_Occurred() )
+#define CHECK_RANGE(v, min, max) ( ((v) <= (max)) && ((v) >= (min)) )
+
+// Py_ssize_t was not defined before Python 2.5
+#if (PY_VERSION_HEX < 0x02050000)
+typedef int Py_ssize_t;
+#endif
+
+/**
+ * A cache of the spec_args for a set or list,
+ * so we don't have to keep calling PyTuple_GET_ITEM.
+ */
+typedef struct {
+  TType element_type;
+  PyObject* typeargs;
+} SetListTypeArgs;
+
+/**
+ * A cache of the spec_args for a map,
+ * so we don't have to keep calling PyTuple_GET_ITEM.
+ */
+typedef struct {
+  TType ktag;
+  TType vtag;
+  PyObject* ktypeargs;
+  PyObject* vtypeargs;
+} MapTypeArgs;
+
+/**
+ * A cache of the spec_args for a struct,
+ * so we don't have to keep calling PyTuple_GET_ITEM.
+ */
+typedef struct {
+  PyObject* klass;
+  PyObject* spec;
+} StructTypeArgs;
+
+/**
+ * A cache of the item spec from a struct specification,
+ * so we don't have to keep calling PyTuple_GET_ITEM.
+ */
+typedef struct {
+  int tag;
+  TType type;
+  PyObject* attrname;
+  PyObject* typeargs;
+  PyObject* defval;
+} StructItemSpec;
+
+/**
+ * A cache of the two key attributes of a CReadableTransport,
+ * so we don't have to keep calling PyObject_GetAttr.
+ */
+typedef struct {
+  PyObject* stringiobuf;
+  PyObject* refill_callable;
+} DecodeBuffer;
+
+/** Pointer to interned string to speed up attribute lookup. */
+static PyObject* INTERN_STRING(cstringio_buf);
+/** Pointer to interned string to speed up attribute lookup. */
+static PyObject* INTERN_STRING(cstringio_refill);
+
+static inline bool
+check_ssize_t_32(Py_ssize_t len) {
+  // error from getting the int
+  if (INT_CONV_ERROR_OCCURRED(len)) {
+    return false;
+  }
+  if (!CHECK_RANGE(len, 0, INT32_MAX)) {
+    PyErr_SetString(PyExc_OverflowError, "string size out of range");
+    return false;
+  }
+  return true;
+}
+
+static inline bool
+parse_pyint(PyObject* o, int32_t* ret, int32_t min, int32_t max) {
+  long val = PyInt_AsLong(o);
+
+  if (INT_CONV_ERROR_OCCURRED(val)) {
+    return false;
+  }
+  if (!CHECK_RANGE(val, min, max)) {
+    PyErr_SetString(PyExc_OverflowError, "int out of range");
+    return false;
+  }
+
+  *ret = (int32_t) val;
+  return true;
+}
+
+
+/* --- FUNCTIONS TO PARSE STRUCT SPECIFICATOINS --- */
+
+static bool
+parse_set_list_args(SetListTypeArgs* dest, PyObject* typeargs) {
+  if (PyTuple_Size(typeargs) != 2) {
+    PyErr_SetString(PyExc_TypeError, "expecting tuple of size 2 for list/set type args");
+    return false;
+  }
+
+  dest->element_type = PyInt_AsLong(PyTuple_GET_ITEM(typeargs, 0));
+  if (INT_CONV_ERROR_OCCURRED(dest->element_type)) {
+    return false;
+  }
+
+  dest->typeargs = PyTuple_GET_ITEM(typeargs, 1);
+
+  return true;
+}
+
+static bool
+parse_map_args(MapTypeArgs* dest, PyObject* typeargs) {
+  if (PyTuple_Size(typeargs) != 4) {
+    PyErr_SetString(PyExc_TypeError, "expecting 4 arguments for typeargs to map");
+    return false;
+  }
+
+  dest->ktag = PyInt_AsLong(PyTuple_GET_ITEM(typeargs, 0));
+  if (INT_CONV_ERROR_OCCURRED(dest->ktag)) {
+    return false;
+  }
+
+  dest->vtag = PyInt_AsLong(PyTuple_GET_ITEM(typeargs, 2));
+  if (INT_CONV_ERROR_OCCURRED(dest->vtag)) {
+    return false;
+  }
+
+  dest->ktypeargs = PyTuple_GET_ITEM(typeargs, 1);
+  dest->vtypeargs = PyTuple_GET_ITEM(typeargs, 3);
+
+  return true;
+}
+
+static bool
+parse_struct_args(StructTypeArgs* dest, PyObject* typeargs) {
+  if (PyTuple_Size(typeargs) != 2) {
+    PyErr_SetString(PyExc_TypeError, "expecting tuple of size 2 for struct args");
+    return false;
+  }
+
+  dest->klass = PyTuple_GET_ITEM(typeargs, 0);
+  dest->spec = PyTuple_GET_ITEM(typeargs, 1);
+
+  return true;
+}
+
+static int
+parse_struct_item_spec(StructItemSpec* dest, PyObject* spec_tuple) {
+
+  // i'd like to use ParseArgs here, but it seems to be a bottleneck.
+  if (PyTuple_Size(spec_tuple) != 5) {
+    PyErr_SetString(PyExc_TypeError, "expecting 5 arguments for spec tuple");
+    return false;
+  }
+
+  dest->tag = PyInt_AsLong(PyTuple_GET_ITEM(spec_tuple, 0));
+  if (INT_CONV_ERROR_OCCURRED(dest->tag)) {
+    return false;
+  }
+
+  dest->type = PyInt_AsLong(PyTuple_GET_ITEM(spec_tuple, 1));
+  if (INT_CONV_ERROR_OCCURRED(dest->type)) {
+    return false;
+  }
+
+  dest->attrname = PyTuple_GET_ITEM(spec_tuple, 2);
+  dest->typeargs = PyTuple_GET_ITEM(spec_tuple, 3);
+  dest->defval = PyTuple_GET_ITEM(spec_tuple, 4);
+  return true;
+}
+
+/* ====== END UTILITIES ====== */
+
+
+/* ====== BEGIN WRITING FUNCTIONS ====== */
+
+/* --- LOW-LEVEL WRITING FUNCTIONS --- */
+
+static void writeByte(PyObject* outbuf, int8_t val) {
+  int8_t net = val;
+  PycStringIO->cwrite(outbuf, (char*)&net, sizeof(int8_t));
+}
+
+static void writeI16(PyObject* outbuf, int16_t val) {
+  int16_t net = (int16_t)htons(val);
+  PycStringIO->cwrite(outbuf, (char*)&net, sizeof(int16_t));
+}
+
+static void writeI32(PyObject* outbuf, int32_t val) {
+  int32_t net = (int32_t)htonl(val);
+  PycStringIO->cwrite(outbuf, (char*)&net, sizeof(int32_t));
+}
+
+static void writeI64(PyObject* outbuf, int64_t val) {
+  int64_t net = (int64_t)htonll(val);
+  PycStringIO->cwrite(outbuf, (char*)&net, sizeof(int64_t));
+}
+
+static void writeDouble(PyObject* outbuf, double dub) {
+  // Unfortunately, bitwise_cast doesn't work in C.  Bad C!
+  union {
+    double f;
+    int64_t t;
+  } transfer;
+  transfer.f = dub;
+  writeI64(outbuf, transfer.t);
+}
+
+
+/* --- MAIN RECURSIVE OUTPUT FUCNTION -- */
+
+static int
+output_val(PyObject* output, PyObject* value, TType type, PyObject* typeargs) {
+  /*
+   * Refcounting Strategy:
+   *
+   * We assume that elements of the thrift_spec tuple are not going to be
+   * mutated, so we don't ref count those at all. Other than that, we try to
+   * keep a reference to all the user-created objects while we work with them.
+   * output_val assumes that a reference is already held. The *caller* is
+   * responsible for handling references
+   */
+
+  switch (type) {
+
+  case T_BOOL: {
+    int v = PyObject_IsTrue(value);
+    if (v == -1) {
+      return false;
+    }
+
+    writeByte(output, (int8_t) v);
+    break;
+  }
+  case T_I08: {
+    int32_t val;
+
+    if (!parse_pyint(value, &val, INT8_MIN, INT8_MAX)) {
+      return false;
+    }
+
+    writeByte(output, (int8_t) val);
+    break;
+  }
+  case T_I16: {
+    int32_t val;
+
+    if (!parse_pyint(value, &val, INT16_MIN, INT16_MAX)) {
+      return false;
+    }
+
+    writeI16(output, (int16_t) val);
+    break;
+  }
+  case T_I32: {
+    int32_t val;
+
+    if (!parse_pyint(value, &val, INT32_MIN, INT32_MAX)) {
+      return false;
+    }
+
+    writeI32(output, val);
+    break;
+  }
+  case T_I64: {
+    int64_t nval = PyLong_AsLongLong(value);
+
+    if (INT_CONV_ERROR_OCCURRED(nval)) {
+      return false;
+    }
+
+    if (!CHECK_RANGE(nval, INT64_MIN, INT64_MAX)) {
+      PyErr_SetString(PyExc_OverflowError, "int out of range");
+      return false;
+    }
+
+    writeI64(output, nval);
+    break;
+  }
+
+  case T_DOUBLE: {
+    double nval = PyFloat_AsDouble(value);
+    if (nval == -1.0 && PyErr_Occurred()) {
+      return false;
+    }
+
+    writeDouble(output, nval);
+    break;
+  }
+
+  case T_STRING: {
+    Py_ssize_t len = PyString_Size(value);
+
+    if (!check_ssize_t_32(len)) {
+      return false;
+    }
+
+    writeI32(output, (int32_t) len);
+    PycStringIO->cwrite(output, PyString_AsString(value), (int32_t) len);
+    break;
+  }
+
+  case T_LIST:
+  case T_SET: {
+    Py_ssize_t len;
+    SetListTypeArgs parsedargs;
+    PyObject *item;
+    PyObject *iterator;
+
+    if (!parse_set_list_args(&parsedargs, typeargs)) {
+      return false;
+    }
+
+    len = PyObject_Length(value);
+
+    if (!check_ssize_t_32(len)) {
+      return false;
+    }
+
+    writeByte(output, parsedargs.element_type);
+    writeI32(output, (int32_t) len);
+
+    iterator =  PyObject_GetIter(value);
+    if (iterator == NULL) {
+      return false;
+    }
+
+    while ((item = PyIter_Next(iterator))) {
+      if (!output_val(output, item, parsedargs.element_type, parsedargs.typeargs)) {
+        Py_DECREF(item);
+        Py_DECREF(iterator);
+        return false;
+      }
+      Py_DECREF(item);
+    }
+
+    Py_DECREF(iterator);
+
+    if (PyErr_Occurred()) {
+      return false;
+    }
+
+    break;
+  }
+
+  case T_MAP: {
+    PyObject *k, *v;
+    Py_ssize_t pos = 0;
+    Py_ssize_t len;
+
+    MapTypeArgs parsedargs;
+
+    len = PyDict_Size(value);
+    if (!check_ssize_t_32(len)) {
+      return false;
+    }
+
+    if (!parse_map_args(&parsedargs, typeargs)) {
+      return false;
+    }
+
+    writeByte(output, parsedargs.ktag);
+    writeByte(output, parsedargs.vtag);
+    writeI32(output, len);
+
+    // TODO(bmaurer): should support any mapping, not just dicts
+    while (PyDict_Next(value, &pos, &k, &v)) {
+      // TODO(dreiss): Think hard about whether these INCREFs actually
+      //               turn any unsafe scenarios into safe scenarios.
+      Py_INCREF(k);
+      Py_INCREF(v);
+
+      if (!output_val(output, k, parsedargs.ktag, parsedargs.ktypeargs)
+          || !output_val(output, v, parsedargs.vtag, parsedargs.vtypeargs)) {
+        Py_DECREF(k);
+        Py_DECREF(v);
+        return false;
+      }
+      Py_DECREF(k);
+      Py_DECREF(v);
+    }
+    break;
+  }
+
+  // TODO(dreiss): Consider breaking this out as a function
+  //               the way we did for decode_struct.
+  case T_STRUCT: {
+    StructTypeArgs parsedargs;
+    Py_ssize_t nspec;
+    Py_ssize_t i;
+
+    if (!parse_struct_args(&parsedargs, typeargs)) {
+      return false;
+    }
+
+    nspec = PyTuple_Size(parsedargs.spec);
+
+    if (nspec == -1) {
+      return false;
+    }
+
+    for (i = 0; i < nspec; i++) {
+      StructItemSpec parsedspec;
+      PyObject* spec_tuple;
+      PyObject* instval = NULL;
+
+      spec_tuple = PyTuple_GET_ITEM(parsedargs.spec, i);
+      if (spec_tuple == Py_None) {
+        continue;
+      }
+
+      if (!parse_struct_item_spec (&parsedspec, spec_tuple)) {
+        return false;
+      }
+
+      instval = PyObject_GetAttr(value, parsedspec.attrname);
+
+      if (!instval) {
+        return false;
+      }
+
+      if (instval == Py_None) {
+        Py_DECREF(instval);
+        continue;
+      }
+
+      writeByte(output, (int8_t) parsedspec.type);
+      writeI16(output, parsedspec.tag);
+
+      if (!output_val(output, instval, parsedspec.type, parsedspec.typeargs)) {
+        Py_DECREF(instval);
+        return false;
+      }
+
+      Py_DECREF(instval);
+    }
+
+    writeByte(output, (int8_t)T_STOP);
+    break;
+  }
+
+  case T_STOP:
+  case T_VOID:
+  case T_UTF16:
+  case T_UTF8:
+  case T_U64:
+  default:
+    PyErr_SetString(PyExc_TypeError, "Unexpected TType");
+    return false;
+
+  }
+
+  return true;
+}
+
+
+/* --- TOP-LEVEL WRAPPER FOR OUTPUT -- */
+
+static PyObject *
+encode_binary(PyObject *self, PyObject *args) {
+  PyObject* enc_obj;
+  PyObject* type_args;
+  PyObject* buf;
+  PyObject* ret = NULL;
+
+  if (!PyArg_ParseTuple(args, "OO", &enc_obj, &type_args)) {
+    return NULL;
+  }
+
+  buf = PycStringIO->NewOutput(INIT_OUTBUF_SIZE);
+  if (output_val(buf, enc_obj, T_STRUCT, type_args)) {
+    ret = PycStringIO->cgetvalue(buf);
+  }
+
+  Py_DECREF(buf);
+  return ret;
+}
+
+/* ====== END WRITING FUNCTIONS ====== */
+
+
+/* ====== BEGIN READING FUNCTIONS ====== */
+
+/* --- LOW-LEVEL READING FUNCTIONS --- */
+
+static void
+free_decodebuf(DecodeBuffer* d) {
+  Py_XDECREF(d->stringiobuf);
+  Py_XDECREF(d->refill_callable);
+}
+
+static bool
+decode_buffer_from_obj(DecodeBuffer* dest, PyObject* obj) {
+  dest->stringiobuf = PyObject_GetAttr(obj, INTERN_STRING(cstringio_buf));
+  if (!dest->stringiobuf) {
+    return false;
+  }
+
+  if (!PycStringIO_InputCheck(dest->stringiobuf)) {
+    free_decodebuf(dest);
+    PyErr_SetString(PyExc_TypeError, "expecting stringio input");
+    return false;
+  }
+
+  dest->refill_callable = PyObject_GetAttr(obj, INTERN_STRING(cstringio_refill));
+
+  if(!dest->refill_callable) {
+    free_decodebuf(dest);
+    return false;
+  }
+
+  if (!PyCallable_Check(dest->refill_callable)) {
+    free_decodebuf(dest);
+    PyErr_SetString(PyExc_TypeError, "expecting callable");
+    return false;
+  }
+
+  return true;
+}
+
+static bool readBytes(DecodeBuffer* input, char** output, int len) {
+  int read;
+
+  // TODO(dreiss): Don't fear the malloc.  Think about taking a copy of
+  //               the partial read instead of forcing the transport
+  //               to prepend it to its buffer.
+
+  read = PycStringIO->cread(input->stringiobuf, output, len);
+
+  if (read == len) {
+    return true;
+  } else if (read == -1) {
+    return false;
+  } else {
+    PyObject* newiobuf;
+
+    // using building functions as this is a rare codepath
+    newiobuf = PyObject_CallFunction(
+        input->refill_callable, "s#i", *output, read, len, NULL);
+    if (newiobuf == NULL) {
+      return false;
+    }
+
+    // must do this *AFTER* the call so that we don't deref the io buffer
+    Py_CLEAR(input->stringiobuf);
+    input->stringiobuf = newiobuf;
+
+    read = PycStringIO->cread(input->stringiobuf, output, len);
+
+    if (read == len) {
+      return true;
+    } else if (read == -1) {
+      return false;
+    } else {
+      // TODO(dreiss): This could be a valid code path for big binary blobs.
+      PyErr_SetString(PyExc_TypeError,
+          "refill claimed to have refilled the buffer, but didn't!!");
+      return false;
+    }
+  }
+}
+
+static int8_t readByte(DecodeBuffer* input) {
+  char* buf;
+  if (!readBytes(input, &buf, sizeof(int8_t))) {
+    return -1;
+  }
+
+  return *(int8_t*) buf;
+}
+
+static int16_t readI16(DecodeBuffer* input) {
+  char* buf;
+  if (!readBytes(input, &buf, sizeof(int16_t))) {
+    return -1;
+  }
+
+  return (int16_t) ntohs(*(int16_t*) buf);
+}
+
+static int32_t readI32(DecodeBuffer* input) {
+  char* buf;
+  if (!readBytes(input, &buf, sizeof(int32_t))) {
+    return -1;
+  }
+  return (int32_t) ntohl(*(int32_t*) buf);
+}
+
+
+static int64_t readI64(DecodeBuffer* input) {
+  char* buf;
+  if (!readBytes(input, &buf, sizeof(int64_t))) {
+    return -1;
+  }
+
+  return (int64_t) ntohll(*(int64_t*) buf);
+}
+
+static double readDouble(DecodeBuffer* input) {
+  union {
+    int64_t f;
+    double t;
+  } transfer;
+
+  transfer.f = readI64(input);
+  if (transfer.f == -1) {
+    return -1;
+  }
+  return transfer.t;
+}
+
+static bool
+checkTypeByte(DecodeBuffer* input, TType expected) {
+  TType got = readByte(input);
+  if (INT_CONV_ERROR_OCCURRED(got)) {
+    return false;
+  }
+
+  if (expected != got) {
+    PyErr_SetString(PyExc_TypeError, "got wrong ttype while reading field");
+    return false;
+  }
+  return true;
+}
+
+static bool
+skip(DecodeBuffer* input, TType type) {
+#define SKIPBYTES(n) \
+  do { \
+    if (!readBytes(input, &dummy_buf, (n))) { \
+      return false; \
+    } \
+  } while(0)
+
+  char* dummy_buf;
+
+  switch (type) {
+
+  case T_BOOL:
+  case T_I08: SKIPBYTES(1); break;
+  case T_I16: SKIPBYTES(2); break;
+  case T_I32: SKIPBYTES(4); break;
+  case T_I64:
+  case T_DOUBLE: SKIPBYTES(8); break;
+
+  case T_STRING: {
+    // TODO(dreiss): Find out if these check_ssize_t32s are really necessary.
+    int len = readI32(input);
+    if (!check_ssize_t_32(len)) {
+      return false;
+    }
+    SKIPBYTES(len);
+    break;
+  }
+
+  case T_LIST:
+  case T_SET: {
+    TType etype;
+    int len, i;
+
+    etype = readByte(input);
+    if (etype == -1) {
+      return false;
+    }
+
+    len = readI32(input);
+    if (!check_ssize_t_32(len)) {
+      return false;
+    }
+
+    for (i = 0; i < len; i++) {
+      if (!skip(input, etype)) {
+        return false;
+      }
+    }
+    break;
+  }
+
+  case T_MAP: {
+    TType ktype, vtype;
+    int len, i;
+
+    ktype = readByte(input);
+    if (ktype == -1) {
+      return false;
+    }
+
+    vtype = readByte(input);
+    if (vtype == -1) {
+      return false;
+    }
+
+    len = readI32(input);
+    if (!check_ssize_t_32(len)) {
+      return false;
+    }
+
+    for (i = 0; i < len; i++) {
+      if (!(skip(input, ktype) && skip(input, vtype))) {
+        return false;
+      }
+    }
+    break;
+  }
+
+  case T_STRUCT: {
+    while (true) {
+      TType type;
+
+      type = readByte(input);
+      if (type == -1) {
+        return false;
+      }
+
+      if (type == T_STOP)
+        break;
+
+      SKIPBYTES(2); // tag
+      if (!skip(input, type)) {
+        return false;
+      }
+    }
+    break;
+  }
+
+  case T_STOP:
+  case T_VOID:
+  case T_UTF16:
+  case T_UTF8:
+  case T_U64:
+  default:
+    PyErr_SetString(PyExc_TypeError, "Unexpected TType");
+    return false;
+
+  }
+
+  return true;
+
+#undef SKIPBYTES
+}
+
+
+/* --- HELPER FUNCTION FOR DECODE_VAL --- */
+
+static PyObject*
+decode_val(DecodeBuffer* input, TType type, PyObject* typeargs);
+
+static bool
+decode_struct(DecodeBuffer* input, PyObject* output, PyObject* spec_seq) {
+  int spec_seq_len = PyTuple_Size(spec_seq);
+  if (spec_seq_len == -1) {
+    return false;
+  }
+
+  while (true) {
+    TType type;
+    int16_t tag;
+    PyObject* item_spec;
+    PyObject* fieldval = NULL;
+    StructItemSpec parsedspec;
+
+    type = readByte(input);
+    if (type == -1) {
+      return false;
+    }
+    if (type == T_STOP) {
+      break;
+    }
+    tag = readI16(input);
+    if (INT_CONV_ERROR_OCCURRED(tag)) {
+      return false;
+    }
+    if (tag >= 0 && tag < spec_seq_len) {
+      item_spec = PyTuple_GET_ITEM(spec_seq, tag);
+    } else {
+      item_spec = Py_None;
+    }
+
+    if (item_spec == Py_None) {
+      if (!skip(input, type)) {
+        return false;
+      } else {
+        continue;
+      }
+    }
+
+    if (!parse_struct_item_spec(&parsedspec, item_spec)) {
+      return false;
+    }
+    if (parsedspec.type != type) {
+      if (!skip(input, type)) {
+        PyErr_SetString(PyExc_TypeError, "struct field had wrong type while reading and can't be skipped");
+        return false;
+      } else {
+        continue;
+      }
+    }
+
+    fieldval = decode_val(input, parsedspec.type, parsedspec.typeargs);
+    if (fieldval == NULL) {
+      return false;
+    }
+
+    if (PyObject_SetAttr(output, parsedspec.attrname, fieldval) == -1) {
+      Py_DECREF(fieldval);
+      return false;
+    }
+    Py_DECREF(fieldval);
+  }
+  return true;
+}
+
+
+/* --- MAIN RECURSIVE INPUT FUCNTION --- */
+
+// Returns a new reference.
+static PyObject*
+decode_val(DecodeBuffer* input, TType type, PyObject* typeargs) {
+  switch (type) {
+
+  case T_BOOL: {
+    int8_t v = readByte(input);
+    if (INT_CONV_ERROR_OCCURRED(v)) {
+      return NULL;
+    }
+
+    switch (v) {
+    case 0: Py_RETURN_FALSE;
+    case 1: Py_RETURN_TRUE;
+    // Don't laugh.  This is a potentially serious issue.
+    default: PyErr_SetString(PyExc_TypeError, "boolean out of range"); return NULL;
+    }
+    break;
+  }
+  case T_I08: {
+    int8_t v = readByte(input);
+    if (INT_CONV_ERROR_OCCURRED(v)) {
+      return NULL;
+    }
+
+    return PyInt_FromLong(v);
+  }
+  case T_I16: {
+    int16_t v = readI16(input);
+    if (INT_CONV_ERROR_OCCURRED(v)) {
+      return NULL;
+    }
+    return PyInt_FromLong(v);
+  }
+  case T_I32: {
+    int32_t v = readI32(input);
+    if (INT_CONV_ERROR_OCCURRED(v)) {
+      return NULL;
+    }
+    return PyInt_FromLong(v);
+  }
+
+  case T_I64: {
+    int64_t v = readI64(input);
+    if (INT_CONV_ERROR_OCCURRED(v)) {
+      return NULL;
+    }
+    // TODO(dreiss): Find out if we can take this fastpath always when
+    //               sizeof(long) == sizeof(long long).
+    if (CHECK_RANGE(v, LONG_MIN, LONG_MAX)) {
+      return PyInt_FromLong((long) v);
+    }
+
+    return PyLong_FromLongLong(v);
+  }
+
+  case T_DOUBLE: {
+    double v = readDouble(input);
+    if (v == -1.0 && PyErr_Occurred()) {
+      return false;
+    }
+    return PyFloat_FromDouble(v);
+  }
+
+  case T_STRING: {
+    Py_ssize_t len = readI32(input);
+    char* buf;
+    if (!readBytes(input, &buf, len)) {
+      return NULL;
+    }
+
+    return PyString_FromStringAndSize(buf, len);
+  }
+
+  case T_LIST:
+  case T_SET: {
+    SetListTypeArgs parsedargs;
+    int32_t len;
+    PyObject* ret = NULL;
+    int i;
+
+    if (!parse_set_list_args(&parsedargs, typeargs)) {
+      return NULL;
+    }
+
+    if (!checkTypeByte(input, parsedargs.element_type)) {
+      return NULL;
+    }
+
+    len = readI32(input);
+    if (!check_ssize_t_32(len)) {
+      return NULL;
+    }
+
+    ret = PyList_New(len);
+    if (!ret) {
+      return NULL;
+    }
+
+    for (i = 0; i < len; i++) {
+      PyObject* item = decode_val(input, parsedargs.element_type, parsedargs.typeargs);
+      if (!item) {
+        Py_DECREF(ret);
+        return NULL;
+      }
+      PyList_SET_ITEM(ret, i, item);
+    }
+
+    // TODO(dreiss): Consider biting the bullet and making two separate cases
+    //               for list and set, avoiding this post facto conversion.
+    if (type == T_SET) {
+      PyObject* setret;
+#if (PY_VERSION_HEX < 0x02050000)
+      // hack needed for older versions
+      setret = PyObject_CallFunctionObjArgs((PyObject*)&PySet_Type, ret, NULL);
+#else
+      // official version
+      setret = PySet_New(ret);
+#endif
+      Py_DECREF(ret);
+      return setret;
+    }
+    return ret;
+  }
+
+  case T_MAP: {
+    int32_t len;
+    int i;
+    MapTypeArgs parsedargs;
+    PyObject* ret = NULL;
+
+    if (!parse_map_args(&parsedargs, typeargs)) {
+      return NULL;
+    }
+
+    if (!checkTypeByte(input, parsedargs.ktag)) {
+      return NULL;
+    }
+    if (!checkTypeByte(input, parsedargs.vtag)) {
+      return NULL;
+    }
+
+    len = readI32(input);
+    if (!check_ssize_t_32(len)) {
+      return false;
+    }
+
+    ret = PyDict_New();
+    if (!ret) {
+      goto error;
+    }
+
+    for (i = 0; i < len; i++) {
+      PyObject* k = NULL;
+      PyObject* v = NULL;
+      k = decode_val(input, parsedargs.ktag, parsedargs.ktypeargs);
+      if (k == NULL) {
+        goto loop_error;
+      }
+      v = decode_val(input, parsedargs.vtag, parsedargs.vtypeargs);
+      if (v == NULL) {
+        goto loop_error;
+      }
+      if (PyDict_SetItem(ret, k, v) == -1) {
+        goto loop_error;
+      }
+
+      Py_DECREF(k);
+      Py_DECREF(v);
+      continue;
+
+      // Yuck!  Destructors, anyone?
+      loop_error:
+      Py_XDECREF(k);
+      Py_XDECREF(v);
+      goto error;
+    }
+
+    return ret;
+
+    error:
+    Py_XDECREF(ret);
+    return NULL;
+  }
+
+  case T_STRUCT: {
+    StructTypeArgs parsedargs;
+	PyObject* ret;
+    if (!parse_struct_args(&parsedargs, typeargs)) {
+      return NULL;
+    }
+
+    ret = PyObject_CallObject(parsedargs.klass, NULL);
+    if (!ret) {
+      return NULL;
+    }
+
+    if (!decode_struct(input, ret, parsedargs.spec)) {
+      Py_DECREF(ret);
+      return NULL;
+    }
+
+    return ret;
+  }
+
+  case T_STOP:
+  case T_VOID:
+  case T_UTF16:
+  case T_UTF8:
+  case T_U64:
+  default:
+    PyErr_SetString(PyExc_TypeError, "Unexpected TType");
+    return NULL;
+  }
+}
+
+
+/* --- TOP-LEVEL WRAPPER FOR INPUT -- */
+
+static PyObject*
+decode_binary(PyObject *self, PyObject *args) {
+  PyObject* output_obj = NULL;
+  PyObject* transport = NULL;
+  PyObject* typeargs = NULL;
+  StructTypeArgs parsedargs;
+  DecodeBuffer input = {0, 0};
+  
+  if (!PyArg_ParseTuple(args, "OOO", &output_obj, &transport, &typeargs)) {
+    return NULL;
+  }
+
+  if (!parse_struct_args(&parsedargs, typeargs)) {
+    return NULL;
+  }
+
+  if (!decode_buffer_from_obj(&input, transport)) {
+    return NULL;
+  }
+
+  if (!decode_struct(&input, output_obj, parsedargs.spec)) {
+    free_decodebuf(&input);
+    return NULL;
+  }
+
+  free_decodebuf(&input);
+
+  Py_RETURN_NONE;
+}
+
+/* ====== END READING FUNCTIONS ====== */
+
+
+/* -- PYTHON MODULE SETUP STUFF --- */
+
+static PyMethodDef ThriftFastBinaryMethods[] = {
+
+  {"encode_binary",  encode_binary, METH_VARARGS, ""},
+  {"decode_binary",  decode_binary, METH_VARARGS, ""},
+
+  {NULL, NULL, 0, NULL}        /* Sentinel */
+};
+
+PyMODINIT_FUNC
+initfastbinary(void) {
+#define INIT_INTERN_STRING(value) \
+  do { \
+    INTERN_STRING(value) = PyString_InternFromString(#value); \
+    if(!INTERN_STRING(value)) return; \
+  } while(0)
+
+  INIT_INTERN_STRING(cstringio_buf);
+  INIT_INTERN_STRING(cstringio_refill);
+#undef INIT_INTERN_STRING
+
+  PycString_IMPORT;
+  if (PycStringIO == NULL) return;
+
+  (void) Py_InitModule("thrift.protocol.fastbinary", ThriftFastBinaryMethods);
+}

http://git-wip-us.apache.org/repos/asf/airavata-sandbox/blob/75eb96c2/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/THttpServer.py
----------------------------------------------------------------------
diff --git a/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/THttpServer.py b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/THttpServer.py
new file mode 100644
index 0000000..be54bab
--- /dev/null
+++ b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/THttpServer.py
@@ -0,0 +1,87 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership. The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License. You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied. See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+
+import BaseHTTPServer
+
+from thrift.server import TServer
+from thrift.transport import TTransport
+
+
+class ResponseException(Exception):
+  """Allows handlers to override the HTTP response
+
+  Normally, THttpServer always sends a 200 response.  If a handler wants
+  to override this behavior (e.g., to simulate a misconfigured or
+  overloaded web server during testing), it can raise a ResponseException.
+  The function passed to the constructor will be called with the
+  RequestHandler as its only argument.
+  """
+  def __init__(self, handler):
+    self.handler = handler
+
+
+class THttpServer(TServer.TServer):
+  """A simple HTTP-based Thrift server
+
+  This class is not very performant, but it is useful (for example) for
+  acting as a mock version of an Apache-based PHP Thrift endpoint.
+  """
+  def __init__(self,
+               processor,
+               server_address,
+               inputProtocolFactory,
+               outputProtocolFactory=None,
+               server_class=BaseHTTPServer.HTTPServer):
+    """Set up protocol factories and HTTP server.
+
+    See BaseHTTPServer for server_address.
+    See TServer for protocol factories.
+    """
+    if outputProtocolFactory is None:
+      outputProtocolFactory = inputProtocolFactory
+
+    TServer.TServer.__init__(self, processor, None, None, None,
+        inputProtocolFactory, outputProtocolFactory)
+
+    thttpserver = self
+
+    class RequestHander(BaseHTTPServer.BaseHTTPRequestHandler):
+      def do_POST(self):
+        # Don't care about the request path.
+        itrans = TTransport.TFileObjectTransport(self.rfile)
+        otrans = TTransport.TFileObjectTransport(self.wfile)
+        itrans = TTransport.TBufferedTransport(
+          itrans, int(self.headers['Content-Length']))
+        otrans = TTransport.TMemoryBuffer()
+        iprot = thttpserver.inputProtocolFactory.getProtocol(itrans)
+        oprot = thttpserver.outputProtocolFactory.getProtocol(otrans)
+        try:
+          thttpserver.processor.process(iprot, oprot)
+        except ResponseException, exn:
+          exn.handler(self)
+        else:
+          self.send_response(200)
+          self.send_header("content-type", "application/x-thrift")
+          self.end_headers()
+          self.wfile.write(otrans.getvalue())
+
+    self.httpd = server_class(server_address, RequestHander)
+
+  def serve(self):
+    self.httpd.serve_forever()

http://git-wip-us.apache.org/repos/asf/airavata-sandbox/blob/75eb96c2/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TNonblockingServer.py
----------------------------------------------------------------------
diff --git a/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TNonblockingServer.py b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TNonblockingServer.py
new file mode 100644
index 0000000..fa478d0
--- /dev/null
+++ b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TNonblockingServer.py
@@ -0,0 +1,346 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership. The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License. You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied. See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+"""Implementation of non-blocking server.
+
+The main idea of the server is to receive and send requests
+only from the main thread.
+
+The thread poool should be sized for concurrent tasks, not
+maximum connections
+"""
+import threading
+import socket
+import Queue
+import select
+import struct
+import logging
+
+from thrift.transport import TTransport
+from thrift.protocol.TBinaryProtocol import TBinaryProtocolFactory
+
+__all__ = ['TNonblockingServer']
+
+
+class Worker(threading.Thread):
+    """Worker is a small helper to process incoming connection."""
+
+    def __init__(self, queue):
+        threading.Thread.__init__(self)
+        self.queue = queue
+
+    def run(self):
+        """Process queries from task queue, stop if processor is None."""
+        while True:
+            try:
+                processor, iprot, oprot, otrans, callback = self.queue.get()
+                if processor is None:
+                    break
+                processor.process(iprot, oprot)
+                callback(True, otrans.getvalue())
+            except Exception:
+                logging.exception("Exception while processing request")
+                callback(False, '')
+
+WAIT_LEN = 0
+WAIT_MESSAGE = 1
+WAIT_PROCESS = 2
+SEND_ANSWER = 3
+CLOSED = 4
+
+
+def locked(func):
+    """Decorator which locks self.lock."""
+    def nested(self, *args, **kwargs):
+        self.lock.acquire()
+        try:
+            return func(self, *args, **kwargs)
+        finally:
+            self.lock.release()
+    return nested
+
+
+def socket_exception(func):
+    """Decorator close object on socket.error."""
+    def read(self, *args, **kwargs):
+        try:
+            return func(self, *args, **kwargs)
+        except socket.error:
+            self.close()
+    return read
+
+
+class Connection:
+    """Basic class is represented connection.
+
+    It can be in state:
+        WAIT_LEN --- connection is reading request len.
+        WAIT_MESSAGE --- connection is reading request.
+        WAIT_PROCESS --- connection has just read whole request and
+                         waits for call ready routine.
+        SEND_ANSWER --- connection is sending answer string (including length
+                        of answer).
+        CLOSED --- socket was closed and connection should be deleted.
+    """
+    def __init__(self, new_socket, wake_up):
+        self.socket = new_socket
+        self.socket.setblocking(False)
+        self.status = WAIT_LEN
+        self.len = 0
+        self.message = ''
+        self.lock = threading.Lock()
+        self.wake_up = wake_up
+
+    def _read_len(self):
+        """Reads length of request.
+
+        It's a safer alternative to self.socket.recv(4)
+        """
+        read = self.socket.recv(4 - len(self.message))
+        if len(read) == 0:
+            # if we read 0 bytes and self.message is empty, then
+            # the client closed the connection
+            if len(self.message) != 0:
+                logging.error("can't read frame size from socket")
+            self.close()
+            return
+        self.message += read
+        if len(self.message) == 4:
+            self.len, = struct.unpack('!i', self.message)
+            if self.len < 0:
+                logging.error("negative frame size, it seems client "
+                              "doesn't use FramedTransport")
+                self.close()
+            elif self.len == 0:
+                logging.error("empty frame, it's really strange")
+                self.close()
+            else:
+                self.message = ''
+                self.status = WAIT_MESSAGE
+
+    @socket_exception
+    def read(self):
+        """Reads data from stream and switch state."""
+        assert self.status in (WAIT_LEN, WAIT_MESSAGE)
+        if self.status == WAIT_LEN:
+            self._read_len()
+            # go back to the main loop here for simplicity instead of
+            # falling through, even though there is a good chance that
+            # the message is already available
+        elif self.status == WAIT_MESSAGE:
+            read = self.socket.recv(self.len - len(self.message))
+            if len(read) == 0:
+                logging.error("can't read frame from socket (get %d of "
+                              "%d bytes)" % (len(self.message), self.len))
+                self.close()
+                return
+            self.message += read
+            if len(self.message) == self.len:
+                self.status = WAIT_PROCESS
+
+    @socket_exception
+    def write(self):
+        """Writes data from socket and switch state."""
+        assert self.status == SEND_ANSWER
+        sent = self.socket.send(self.message)
+        if sent == len(self.message):
+            self.status = WAIT_LEN
+            self.message = ''
+            self.len = 0
+        else:
+            self.message = self.message[sent:]
+
+    @locked
+    def ready(self, all_ok, message):
+        """Callback function for switching state and waking up main thread.
+
+        This function is the only function witch can be called asynchronous.
+
+        The ready can switch Connection to three states:
+            WAIT_LEN if request was oneway.
+            SEND_ANSWER if request was processed in normal way.
+            CLOSED if request throws unexpected exception.
+
+        The one wakes up main thread.
+        """
+        assert self.status == WAIT_PROCESS
+        if not all_ok:
+            self.close()
+            self.wake_up()
+            return
+        self.len = ''
+        if len(message) == 0:
+            # it was a oneway request, do not write answer
+            self.message = ''
+            self.status = WAIT_LEN
+        else:
+            self.message = struct.pack('!i', len(message)) + message
+            self.status = SEND_ANSWER
+        self.wake_up()
+
+    @locked
+    def is_writeable(self):
+        """Return True if connection should be added to write list of select"""
+        return self.status == SEND_ANSWER
+
+    # it's not necessary, but...
+    @locked
+    def is_readable(self):
+        """Return True if connection should be added to read list of select"""
+        return self.status in (WAIT_LEN, WAIT_MESSAGE)
+
+    @locked
+    def is_closed(self):
+        """Returns True if connection is closed."""
+        return self.status == CLOSED
+
+    def fileno(self):
+        """Returns the file descriptor of the associated socket."""
+        return self.socket.fileno()
+
+    def close(self):
+        """Closes connection"""
+        self.status = CLOSED
+        self.socket.close()
+
+
+class TNonblockingServer:
+    """Non-blocking server."""
+
+    def __init__(self,
+                 processor,
+                 lsocket,
+                 inputProtocolFactory=None,
+                 outputProtocolFactory=None,
+                 threads=10):
+        self.processor = processor
+        self.socket = lsocket
+        self.in_protocol = inputProtocolFactory or TBinaryProtocolFactory()
+        self.out_protocol = outputProtocolFactory or self.in_protocol
+        self.threads = int(threads)
+        self.clients = {}
+        self.tasks = Queue.Queue()
+        self._read, self._write = socket.socketpair()
+        self.prepared = False
+        self._stop = False
+
+    def setNumThreads(self, num):
+        """Set the number of worker threads that should be created."""
+        # implement ThreadPool interface
+        assert not self.prepared, "Can't change number of threads after start"
+        self.threads = num
+
+    def prepare(self):
+        """Prepares server for serve requests."""
+        if self.prepared:
+            return
+        self.socket.listen()
+        for _ in xrange(self.threads):
+            thread = Worker(self.tasks)
+            thread.setDaemon(True)
+            thread.start()
+        self.prepared = True
+
+    def wake_up(self):
+        """Wake up main thread.
+
+        The server usualy waits in select call in we should terminate one.
+        The simplest way is using socketpair.
+
+        Select always wait to read from the first socket of socketpair.
+
+        In this case, we can just write anything to the second socket from
+        socketpair.
+        """
+        self._write.send('1')
+
+    def stop(self):
+        """Stop the server.
+
+        This method causes the serve() method to return.  stop() may be invoked
+        from within your handler, or from another thread.
+
+        After stop() is called, serve() will return but the server will still
+        be listening on the socket.  serve() may then be called again to resume
+        processing requests.  Alternatively, close() may be called after
+        serve() returns to close the server socket and shutdown all worker
+        threads.
+        """
+        self._stop = True
+        self.wake_up()
+
+    def _select(self):
+        """Does select on open connections."""
+        readable = [self.socket.handle.fileno(), self._read.fileno()]
+        writable = []
+        for i, connection in self.clients.items():
+            if connection.is_readable():
+                readable.append(connection.fileno())
+            if connection.is_writeable():
+                writable.append(connection.fileno())
+            if connection.is_closed():
+                del self.clients[i]
+        return select.select(readable, writable, readable)
+
+    def handle(self):
+        """Handle requests.
+
+        WARNING! You must call prepare() BEFORE calling handle()
+        """
+        assert self.prepared, "You have to call prepare before handle"
+        rset, wset, xset = self._select()
+        for readable in rset:
+            if readable == self._read.fileno():
+                # don't care i just need to clean readable flag
+                self._read.recv(1024)
+            elif readable == self.socket.handle.fileno():
+                client = self.socket.accept().handle
+                self.clients[client.fileno()] = Connection(client,
+                                                           self.wake_up)
+            else:
+                connection = self.clients[readable]
+                connection.read()
+                if connection.status == WAIT_PROCESS:
+                    itransport = TTransport.TMemoryBuffer(connection.message)
+                    otransport = TTransport.TMemoryBuffer()
+                    iprot = self.in_protocol.getProtocol(itransport)
+                    oprot = self.out_protocol.getProtocol(otransport)
+                    self.tasks.put([self.processor, iprot, oprot,
+                                    otransport, connection.ready])
+        for writeable in wset:
+            self.clients[writeable].write()
+        for oob in xset:
+            self.clients[oob].close()
+            del self.clients[oob]
+
+    def close(self):
+        """Closes the server."""
+        for _ in xrange(self.threads):
+            self.tasks.put([None, None, None, None, None])
+        self.socket.close()
+        self.prepared = False
+
+    def serve(self):
+        """Serve requests.
+
+        Serve requests forever, or until stop() is called.
+        """
+        self._stop = False
+        self.prepare()
+        while not self._stop:
+            self.handle()

http://git-wip-us.apache.org/repos/asf/airavata-sandbox/blob/75eb96c2/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TProcessPoolServer.py
----------------------------------------------------------------------
diff --git a/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TProcessPoolServer.py b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TProcessPoolServer.py
new file mode 100644
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--- /dev/null
+++ b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TProcessPoolServer.py
@@ -0,0 +1,118 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership. The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License. You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied. See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+
+
+import logging
+from multiprocessing import  Process, Value, Condition
+
+from lib.thrift.server import TServer
+from thrift.transport.TTransport import TTransportException
+
+
+class TProcessPoolServer(TServer):
+    """Server with a fixed size pool of worker subprocesses to service requests
+
+    Note that if you need shared state between the handlers - it's up to you!
+    Written by Dvir Volk, doat.com
+    """
+    def __init__(self, *args):
+        TServer.__init__(self, *args)
+        self.numWorkers = 10
+        self.workers = []
+        self.isRunning = Value('b', False)
+        self.stopCondition = Condition()
+        self.postForkCallback = None
+
+    def setPostForkCallback(self, callback):
+        if not callable(callback):
+            raise TypeError("This is not a callback!")
+        self.postForkCallback = callback
+
+    def setNumWorkers(self, num):
+        """Set the number of worker threads that should be created"""
+        self.numWorkers = num
+
+    def workerProcess(self):
+        """Loop getting clients from the shared queue and process them"""
+        if self.postForkCallback:
+            self.postForkCallback()
+
+        while self.isRunning.value:
+            try:
+                client = self.serverTransport.accept()
+                self.serveClient(client)
+            except (KeyboardInterrupt, SystemExit):
+                return 0
+            except Exception, x:
+                logging.exception(x)
+
+    def serveClient(self, client):
+        """Process input/output from a client for as long as possible"""
+        itrans = self.inputTransportFactory.getTransport(client)
+        otrans = self.outputTransportFactory.getTransport(client)
+        iprot = self.inputProtocolFactory.getProtocol(itrans)
+        oprot = self.outputProtocolFactory.getProtocol(otrans)
+
+        try:
+            while True:
+                self.processor.process(iprot, oprot)
+        except TTransportException, tx:
+            pass
+        except Exception, x:
+            logging.exception(x)
+
+        itrans.close()
+        otrans.close()
+
+    def serve(self):
+        """Start workers and put into queue"""
+        # this is a shared state that can tell the workers to exit when False
+        self.isRunning.value = True
+
+        # first bind and listen to the port
+        self.serverTransport.listen()
+
+        # fork the children
+        for i in range(self.numWorkers):
+            try:
+                w = Process(target=self.workerProcess)
+                w.daemon = True
+                w.start()
+                self.workers.append(w)
+            except Exception, x:
+                logging.exception(x)
+
+        # wait until the condition is set by stop()
+        while True:
+            self.stopCondition.acquire()
+            try:
+                self.stopCondition.wait()
+                break
+            except (SystemExit, KeyboardInterrupt):
+                break
+            except Exception, x:
+                logging.exception(x)
+
+        self.isRunning.value = False
+
+    def stop(self):
+        self.isRunning.value = False
+        self.stopCondition.acquire()
+        self.stopCondition.notify()
+        self.stopCondition.release()

http://git-wip-us.apache.org/repos/asf/airavata-sandbox/blob/75eb96c2/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TServer.py
----------------------------------------------------------------------
diff --git a/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TServer.py b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TServer.py
new file mode 100644
index 0000000..2f24842
--- /dev/null
+++ b/Interacting_with_Airavata_using_ipython_Notebook/create-experiment/thrift/server/TServer.py
@@ -0,0 +1,269 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership. The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License. You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied. See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+
+import Queue
+import logging
+import os
+import sys
+import threading
+import traceback
+
+from thrift.Thrift import TProcessor
+from thrift.protocol import TBinaryProtocol
+from thrift.transport import TTransport
+
+
+class TServer:
+  """Base interface for a server, which must have a serve() method.
+
+  Three constructors for all servers:
+  1) (processor, serverTransport)
+  2) (processor, serverTransport, transportFactory, protocolFactory)
+  3) (processor, serverTransport,
+      inputTransportFactory, outputTransportFactory,
+      inputProtocolFactory, outputProtocolFactory)
+  """
+  def __init__(self, *args):
+    if (len(args) == 2):
+      self.__initArgs__(args[0], args[1],
+                        TTransport.TTransportFactoryBase(),
+                        TTransport.TTransportFactoryBase(),
+                        TBinaryProtocol.TBinaryProtocolFactory(),
+                        TBinaryProtocol.TBinaryProtocolFactory())
+    elif (len(args) == 4):
+      self.__initArgs__(args[0], args[1], args[2], args[2], args[3], args[3])
+    elif (len(args) == 6):
+      self.__initArgs__(args[0], args[1], args[2], args[3], args[4], args[5])
+
+  def __initArgs__(self, processor, serverTransport,
+                   inputTransportFactory, outputTransportFactory,
+                   inputProtocolFactory, outputProtocolFactory):
+    self.processor = processor
+    self.serverTransport = serverTransport
+    self.inputTransportFactory = inputTransportFactory
+    self.outputTransportFactory = outputTransportFactory
+    self.inputProtocolFactory = inputProtocolFactory
+    self.outputProtocolFactory = outputProtocolFactory
+
+  def serve(self):
+    pass
+
+
+class TSimpleServer(TServer):
+  """Simple single-threaded server that just pumps around one transport."""
+
+  def __init__(self, *args):
+    TServer.__init__(self, *args)
+
+  def serve(self):
+    self.serverTransport.listen()
+    while True:
+      client = self.serverTransport.accept()
+      itrans = self.inputTransportFactory.getTransport(client)
+      otrans = self.outputTransportFactory.getTransport(client)
+      iprot = self.inputProtocolFactory.getProtocol(itrans)
+      oprot = self.outputProtocolFactory.getProtocol(otrans)
+      try:
+        while True:
+          self.processor.process(iprot, oprot)
+      except TTransport.TTransportException, tx:
+        pass
+      except Exception, x:
+        logging.exception(x)
+
+      itrans.close()
+      otrans.close()
+
+
+class TThreadedServer(TServer):
+  """Threaded server that spawns a new thread per each connection."""
+
+  def __init__(self, *args, **kwargs):
+    TServer.__init__(self, *args)
+    self.daemon = kwargs.get("daemon", False)
+
+  def serve(self):
+    self.serverTransport.listen()
+    while True:
+      try:
+        client = self.serverTransport.accept()
+        t = threading.Thread(target=self.handle, args=(client,))
+        t.setDaemon(self.daemon)
+        t.start()
+      except KeyboardInterrupt:
+        raise
+      except Exception, x:
+        logging.exception(x)
+
+  def handle(self, client):
+    itrans = self.inputTransportFactory.getTransport(client)
+    otrans = self.outputTransportFactory.getTransport(client)
+    iprot = self.inputProtocolFactory.getProtocol(itrans)
+    oprot = self.outputProtocolFactory.getProtocol(otrans)
+    try:
+      while True:
+        self.processor.process(iprot, oprot)
+    except TTransport.TTransportException, tx:
+      pass
+    except Exception, x:
+      logging.exception(x)
+
+    itrans.close()
+    otrans.close()
+
+
+class TThreadPoolServer(TServer):
+  """Server with a fixed size pool of threads which service requests."""
+
+  def __init__(self, *args, **kwargs):
+    TServer.__init__(self, *args)
+    self.clients = Queue.Queue()
+    self.threads = 10
+    self.daemon = kwargs.get("daemon", False)
+
+  def setNumThreads(self, num):
+    """Set the number of worker threads that should be created"""
+    self.threads = num
+
+  def serveThread(self):
+    """Loop around getting clients from the shared queue and process them."""
+    while True:
+      try:
+        client = self.clients.get()
+        self.serveClient(client)
+      except Exception, x:
+        logging.exception(x)
+
+  def serveClient(self, client):
+    """Process input/output from a client for as long as possible"""
+    itrans = self.inputTransportFactory.getTransport(client)
+    otrans = self.outputTransportFactory.getTransport(client)
+    iprot = self.inputProtocolFactory.getProtocol(itrans)
+    oprot = self.outputProtocolFactory.getProtocol(otrans)
+    try:
+      while True:
+        self.processor.process(iprot, oprot)
+    except TTransport.TTransportException, tx:
+      pass
+    except Exception, x:
+      logging.exception(x)
+
+    itrans.close()
+    otrans.close()
+
+  def serve(self):
+    """Start a fixed number of worker threads and put client into a queue"""
+    for i in range(self.threads):
+      try:
+        t = threading.Thread(target=self.serveThread)
+        t.setDaemon(self.daemon)
+        t.start()
+      except Exception, x:
+        logging.exception(x)
+
+    # Pump the socket for clients
+    self.serverTransport.listen()
+    while True:
+      try:
+        client = self.serverTransport.accept()
+        self.clients.put(client)
+      except Exception, x:
+        logging.exception(x)
+
+
+class TForkingServer(TServer):
+  """A Thrift server that forks a new process for each request
+
+  This is more scalable than the threaded server as it does not cause
+  GIL contention.
+
+  Note that this has different semantics from the threading server.
+  Specifically, updates to shared variables will no longer be shared.
+  It will also not work on windows.
+
+  This code is heavily inspired by SocketServer.ForkingMixIn in the
+  Python stdlib.
+  """
+  def __init__(self, *args):
+    TServer.__init__(self, *args)
+    self.children = []
+
+  def serve(self):
+    def try_close(file):
+      try:
+        file.close()
+      except IOError, e:
+        logging.warning(e, exc_info=True)
+
+    self.serverTransport.listen()
+    while True:
+      client = self.serverTransport.accept()
+      try:
+        pid = os.fork()
+
+        if pid:  # parent
+          # add before collect, otherwise you race w/ waitpid
+          self.children.append(pid)
+          self.collect_children()
+
+          # Parent must close socket or the connection may not get
+          # closed promptly
+          itrans = self.inputTransportFactory.getTransport(client)
+          otrans = self.outputTransportFactory.getTransport(client)
+          try_close(itrans)
+          try_close(otrans)
+        else:
+          itrans = self.inputTransportFactory.getTransport(client)
+          otrans = self.outputTransportFactory.getTransport(client)
+
+          iprot = self.inputProtocolFactory.getProtocol(itrans)
+          oprot = self.outputProtocolFactory.getProtocol(otrans)
+
+          ecode = 0
+          try:
+            try:
+              while True:
+                self.processor.process(iprot, oprot)
+            except TTransport.TTransportException, tx:
+              pass
+            except Exception, e:
+              logging.exception(e)
+              ecode = 1
+          finally:
+            try_close(itrans)
+            try_close(otrans)
+
+          os._exit(ecode)
+
+      except TTransport.TTransportException, tx:
+        pass
+      except Exception, x:
+        logging.exception(x)
+
+  def collect_children(self):
+    while self.children:
+      try:
+        pid, status = os.waitpid(0, os.WNOHANG)
+      except os.error:
+        pid = None
+
+      if pid:
+        self.children.remove(pid)
+      else:
+        break