module ipfix.types¶

Implementation of IPFIX abstract data types (ADT) and mappings to Python types.

Maps each IPFIX ADT to the corresponding Python type, as below:

Though client code generally will not use this module directly, it defines how each IPFIX abstract data type will be represented in Python, and the concrete IPFIX representation of each type. Type methods operate on buffers, as used internally by the ipfix.message.MessageBuffer class, so we’ll create one to illustrate encoding and decoding:

>>> from __future__ import unicode_literals
>>> import ipfix.compat
>>> import ipfix.types
>>> buf = ipfix.compat.get_buffer(16)

Each of the encoding methods returns the offset into the buffer of the first byte after the encoded value; since we’re always encoding to the beginning of the buffer in this example, this is equivalent to the length. We use this to bound the encoded value on subsequent decode.

Integers are represented by the python int type:

>>> unsigned32 = ipfix.types.for_name("unsigned32")
>>> length = unsigned32.encode_single_value_to(42, buf, 0)
>>> buf[0:length].tolist()
[0, 0, 0, 42]
>>> unsigned32.decode_single_value_from(buf, 0, length)
42

…floats by the float type, with the usual caveats about precision:

>>> float32 = ipfix.types.for_name("float32")
>>> length = float32.encode_single_value_to(42.03579, buf, 0)
>>> buf[0:length].tolist()
[66, 40, 36, 166]
>>> float32.decode_single_value_from(buf, 0, length)
42.035789489746094

…strings by the str type, encoded as UTF-8 (note that the Python 2 interpreter prints unicode characters as hex escapes, but using ‘print’ avoids this, and produces the same result in Python 2/3):

>>> string = ipfix.types.for_name("string")
>>> length = string.encode_single_value_to("Grüezi", buf, 0)
>>> buf[0:length].tolist()
[71, 114, 195, 188, 101, 122, 105]
>>> print (string.decode_single_value_from(buf, 0, length))
Grüezi

…addresses as the IPv4Address and IPv6Address types in the ipaddress module:

>>> from ipaddress import ip_address
>>> ipv4Address = ipfix.types.for_name("ipv4Address")
>>> length = ipv4Address.encode_single_value_to(ip_address("198.51.100.27"), buf, 0)
>>> buf[0:length].tolist()
[198, 51, 100, 27]
>>> ipv4Address.decode_single_value_from(buf, 0, length)
IPv4Address('198.51.100.27')
>>> ipv6Address = ipfix.types.for_name("ipv6Address")
>>> length = ipv6Address.encode_single_value_to(ip_address("2001:db8::c0:ffee"), buf, 0)
>>> buf[0:length].tolist()
[32, 1, 13, 184, 0, 0, 0, 0, 0, 0, 0, 0, 0, 192, 255, 238]
>>> ipv6Address.decode_single_value_from(buf, 0, length)
IPv6Address('2001:db8::c0:ffee')

…and the timestamps of various precision as a python datetime, encoded as per RFC5101bis:

>>> from datetime import datetime
>>> dtfmt = "%Y-%m-%d %H:%M:%S.%f"
>>> dt = datetime.strptime("2013-06-21 14:00:03.456789", dtfmt)

dateTimeSeconds truncates microseconds:

>>> dateTimeSeconds = ipfix.types.for_name("dateTimeSeconds")
>>> length = dateTimeSeconds.encode_single_value_to(dt, buf, 0)
>>> buf[0:length].tolist()
[81, 196, 92, 99]
>>> dateTimeSeconds.decode_single_value_from(buf, 0, length).strftime(dtfmt)
'2013-06-21 14:00:03.000000'

dateTimeMilliseconds truncates microseconds to the nearest millisecond:

>>> dateTimeMilliseconds = ipfix.types.for_name("dateTimeMilliseconds")
>>> length = dateTimeMilliseconds.encode_single_value_to(dt, buf, 0)
>>> buf[0:length].tolist()
[0, 0, 1, 63, 103, 8, 228, 128]
>>> dateTimeMilliseconds.decode_single_value_from(buf, 0, length).strftime(dtfmt)
'2013-06-21 14:00:03.456000'

dateTimeMicroseconds exports microseconds fully in NTP format:

>>> dateTimeMicroseconds = ipfix.types.for_name("dateTimeMicroseconds")
>>> length = dateTimeMicroseconds.encode_single_value_to(dt, buf, 0)
>>> buf[0:length].tolist()
[213, 110, 218, 227, 116, 240, 32, 0]
>>> dateTimeMicroseconds.decode_single_value_from(buf, 0, length).strftime(dtfmt)
'2013-06-21 14:00:03.456789'

dateTimeNanoseconds is also supported, but is identical to dateTimeMicroseconds, as the datetime class in Python only supports microsecond-level timing.

class ipfix.types.IpfixType(name, num, valenc, valdec, valstr, valparse, roottype=None)[source]¶

Abstract interface for all IPFIX types. Used internally.

exception ipfix.types.IpfixTypeError(*args)[source]¶

Raised when attempting to do an unsupported operation on a type

class ipfix.types.OctetArrayType(name, num, valenc=<function _identity>, valdec=<function _identity>, valstr=<built-in function hexlify>, valparse=<built-in function unhexlify>, roottype=None)[source]¶

Type encoded by byte array packing. Used internally.

class ipfix.types.StructType(name, num, stel, valenc=<function _identity>, valdec=<function _identity>, valstr=<class 'str'>, valparse=<class 'int'>, roottype=None)[source]¶

Type encoded by struct packing. Used internally.

ipfix.types.decode_varlen(buf, offset)[source]¶

Decode a IPFIX varlen encoded length; used internally by template

ipfix.types.encode_varlen(buf, offset, length)[source]¶

Encode a IPFIX varlen encoded length; used internally by template

ipfix.types.for_name(name)[source]¶

Return an IPFIX type for a given type name

Parameters:	name – the name of the type to look up
Returns:	IpfixType – type instance for that name
Raises:	IpfixTypeError

ipfix.types.use_integer_ipv4()[source]¶

Use integers instead of ipaddress.IPv4Address to store IPv4 addresses. Changes behavior globally; should be called before using any IPFIX types. Designed for use with numpy arrays, to not require a Python object for storing IP addresses.

module ipfix.ie¶

IESpec-based interface to IPFIX information elements, and interface to use the default IPFIX IANA Information Model

An IESpec is a string representation of an IPFIX information element, including all the information required to define it, as documented in Section 9 of http://tools.ietf.org/html/draft-ietf-ipfix-ie-doctors. It has the format:

name(pen/num)<type>[size]

To specify a new Information Element, a complete IESpec must be passed to for_spec():

>>> import ipfix.ie
>>> e = ipfix.ie.for_spec("myNewInformationElement(35566/1)<string>")
>>> e  
InformationElement('myNewInformationElement', 35566, 1, ipfix.types.for_name('string'), 65535)

The string representation of an InformationElement is its IESpec:

>>> str(e)
'myNewInformationElement(35566/1)<string>[65535]'

To get an Information Element already specified, an incomplete specification can be passed; a name or number is enough:

>>> ipfix.ie.use_iana_default()
>>> ipfix.ie.use_5103_default()
>>> str(ipfix.ie.for_spec("octetDeltaCount"))
'octetDeltaCount(0/1)<unsigned64>[8]'
>>> str(ipfix.ie.for_spec("(2)"))
'packetDeltaCount(0/2)<unsigned64>[8]'

Reduced-length encoding and fixed-length sequence types are supported by the for_length method; this is used internally by templates.

>>> str(e.for_length(32))
'myNewInformationElement(35566/1)<string>[32]'

An Information Element object can also be used to translate between native Python and string representations of an Information Element value:

>>> ipfix.ie.for_spec("sourceIPv4Address").parse("192.0.2.19")
IPv4Address('192.0.2.19')
>>> from datetime import datetime
>>> ipfix.ie.for_spec("flowEndMilliseconds").unparse(datetime(2013,6,21,14))  
'2013-06-21 14:00:00.000'

Most client code will only need the use_iana_default(), use_5103_default(), and use_specfile() functions; client code using tuple interfaces will need spec_list() as well.

class ipfix.ie.InformationElement(name, pen, num, ietype=ipfix.types.for_name('octetArray'), length=None, valstr=None, valparse=None)[source]¶

An IPFIX Information Element (IE). This is essentially a five-tuple of name, element number (num), a private enterprise number (pen; 0 if it is an IANA registered IE), a type, and a length.

Information Elements may also have value string and parser functions, for representing the values as strings; if not set, these default to

InformationElement instances should be obtained using the for_spec() or for_template_entry() functions.

for_length(length)[source]¶

Get an instance of this IE for the specified length. Used to support reduced-length encoding (RLE).

Parameters:	length – length of the new IE
Returns:	this IE if length matches, or a new IE for the length
Raises:	ValueError

parse(s)[source]¶

Parse a string to a value using the conversion function for this Information Element. Uses the default string conversion for the IE’s type if not overridden at IE creation time.

Parameters:	s – string to parse using this IEs’s string conversion
Returns:	value for given string
Raises:	ValueError is not a valid string representation for this IE

unparse(v)[source]¶

Unparse a value to a string using the conversion function for this Information Element. Uses the default string conversion for the IE’s type if not overridden at IE creation time.

Parameters:	v – value to unparse using this IEs’s string conversion
Returns:	string representation of v
Raises:	ValueError if v is not a valid value for this IE

class ipfix.ie.InformationElementList(iterable=None)[source]¶

A hashable ordered list of Information Elements.

Used internally by templates, and to specify the order of tuples to the tuple append and iterator interfaces. Get an instance by calling spec_list()

ipfix.ie.clear_infomodel()[source]¶

Reset the cache of known Information Elements.

ipfix.ie.for_spec(spec)[source]¶

Get an IE from the cache of known IEs, or create a new IE if not found, given an IESpec.

Parameters:	spec – IEspec, as in draft-ietf-ipfix-ie-doctors, of the form name(pen/num)<type>[size]; some fields may be omitted unless creating a new IE in the cache.
Returns:	an IE for the name
Raises:	ValueError

ipfix.ie.for_template_entry(pen, num, length)[source]¶

Get an IE from the cache of known IEs, or create a new IE if not found, given a private enterprise number, element number, and length. Used internally by Templates.

Parameters:	pen – private enterprise number, or 0 for an IANA IE num – IE number (Element ID) length – length of the IE in bytes
Returns:	an IE for the given pen, num, and length. If the IE has not been previously added to the cache of known IEs, the IE will be named _ipfix_pen_num, and have octetArray as a type.

ipfix.ie.parse_spec(spec)[source]¶

Parse an IESpec into name, pen, number, typename, and length fields

ipfix.ie.spec_list(specs)[source]¶

Given a list or iterable of IESpecs, return a hashable list of IEs. Pass this as the ielist argument to the tuple export and iterator functions.

Parameters:	specs – list of IESpecs
Returns:	a new Information Element List, suitable for use with the tuple export and iterator functions in message
Raises:	ValueError

ipfix.ie.use_5103_default()[source]¶

Load the module internal list of RFC 5103 reverse IEs for IANA registered IEs into the cache of known IEs. Normally, biflow-aware client code should call this just after use_iana_default().

ipfix.ie.use_iana_default()[source]¶

Load the module internal list of IANA registered IEs into the cache of known IEs. Normally, client code should call this before using any other part of this module.

ipfix.ie.use_specfile(filename)[source]¶

Load a file listing IESpecs into the cache of known IEs

Parameters:	filename – name of file containing IESpecs to open
Raises:	ValueError

module ipfix.template¶

Representation of IPFIX templates. Provides template-based packing and unpacking of data in IPFIX messages.

For reading, templates are handled internally. For writing, use from_ielist() to create a template.

See ipfix.message for examples.

exception ipfix.template.IpfixDecodeError(*args)[source]¶

Raised when decoding a malformed IPFIX message

exception ipfix.template.IpfixEncodeError(*args)[source]¶

Raised on internal encoding errors, or if message MTU is too small

class ipfix.template.Template(tid=0, iterable=None)[source]¶

An IPFIX Template.

A template is an ordered list of IPFIX Information Elements with an ID.

append(ie)[source]¶

Append an IE to this Template

count()[source]¶

Count IEs in this template

decode_from(buf, offset, packplan=None)[source]¶

Decodes a record into a tuple containing values in template order

decode_namedict_from(buf, offset, recinf=None)[source]¶

Decodes a record from a buffer into a dict keyed by IE name.

decode_tuple_from(buf, offset, recinf=None)[source]¶

Decodes a record from a buffer into a tuple, ordered as the IEs in the InformationElementList given as recinf.

encode_namedict_to(buf, offset, rec, recinf=None)[source]¶

Encodes a record from a dict containing values keyed by IE name

encode_template_to(buf, offset, setid)[source]¶

Encodes the template to a buffer. Encodes as a Template if setid is TEMPLATE_SET_ID, as an Options Template if setid is OPTIONS_SET_ID.

encode_to(buf, offset, vals, packplan=None)[source]¶

Encodes a record from a tuple containing values in template order

encode_tuple_to(buf, offset, rec, recinf=None)[source]¶

Encodes a record from a tuple containing values ordered as the IEs in the template.

finalize()[source]¶

Compile a default packing plan. Called after append()ing all IEs.

fixlen_count()[source]¶

Count of fixed-length IEs in this template before the first variable-length IE; this is the size of the portion of the template which can be encoded/decoded efficiently.

identical_to(other)[source]¶

Determine if two templates are identical to each other.

Two templates are considered identical if they contain the same IEs in the same order, and the same scope count. Template ID is not considered as part of the test for template identity.

packplan_for_ielist[source]¶

Given a list of IEs, devise and cache a packing plan. Used by the tuple interfaces.

class ipfix.template.TemplatePackingPlan(tmpl, indices)[source]¶

Plan to pack/unpack a specific set of indices for a template. Used internally by Templates for efficient encoding and decoding.

ipfix.template.decode_template_from(buf, offset, setid)[source]¶

Decodes a template from a buffer. Decodes as a Template if setid is TEMPLATE_SET_ID, as an Options Template if setid is OPTIONS_SET_ID.

ipfix.template.for_specs(tid, *specs)[source]¶

Create a template from a template ID and a list of IESpecs

Parameters:	tid – Template ID, must be between 256 and 65535. *specs – List of IESpecs
Returns:	A new Template, ready to use for writing to a Message

module ipfix.message¶

Provides the MessageBuffer class for encoding and decoding IPFIX Messages.

This interface allows direct control over Messages; for reading or writing records automatically from/to streams, see ipfix.reader and ipfix.writer, respectively.

To create a message buffer:

>>> from __future__ import unicode_literals
>>> import ipfix.message
>>> msg = ipfix.message.MessageBuffer()
>>> msg
<MessageBuffer domain 0 length 0>

To prepare the buffer to write records:

>>> msg.begin_export(8304)
>>> msg
<MessageBuffer domain 8304 length 16 (writing)>

Note that the buffer grows to contain the message header.

To write records to the buffer, first you’ll need a template:

>>> import ipfix.ie
>>> ipfix.ie.use_iana_default()
>>> import ipfix.template
>>> tmpl = ipfix.template.from_ielist(256,
...        ipfix.ie.spec_list(("flowStartMilliseconds",
...                            "sourceIPv4Address",
...                            "destinationIPv4Address",
...                            "packetDeltaCount")))
>>> tmpl
<Template ID 256 count 4 scope 0>

To add the template to the message:

>>> msg.add_template(tmpl)
>>> msg
<MessageBuffer domain 8304 length 40 (writing set 2)>

Note that MessageBuffer.add_template() exports the template when it is written by default, and that the current set ID is 2 (template set).

Now, a set must be created to add records to the message; the set ID must match the ID of the template. MessageBuffer automatically uses the template matching the set ID for record encoding.

>>> msg.export_ensure_set(256)
>>> msg
<MessageBuffer domain 8304 length 44 (writing set 256)>

Records can be added to the set either as dictionaries keyed by IE name:

>>> from datetime import datetime
>>> from ipaddress import ip_address
>>> rec = { "flowStartMilliseconds" : datetime.strptime("2013-06-21 14:00:00",
...                                       "%Y-%m-%d %H:%M:%S"),
...         "sourceIPv4Address" : ip_address("10.1.2.3"),
...         "destinationIPv4Address" : ip_address("10.5.6.7"),
...         "packetDeltaCount" : 27 }
>>> msg.export_namedict(rec)
>>> msg
<MessageBuffer domain 8304 length 68 (writing set 256)>

or as tuples in template order:

>>> rec = (datetime.strptime("2013-06-21 14:00:02", "%Y-%m-%d %H:%M:%S"),
...        ip_address("10.8.9.11"), ip_address("10.12.13.14"), 33)
>>> msg.export_tuple(rec)
>>> msg
<MessageBuffer domain 8304 length 92 (writing set 256)>

Variable-length information elements will be encoded using the native length of the passed value:

>>> ipfix.ie.for_spec("myNewInformationElement(35566/1)<string>")  
InformationElement('myNewInformationElement', 35566, 1, ipfix.types.for_name('string'), 65535)
>>> tmpl = ipfix.template.from_ielist(257,
...        ipfix.ie.spec_list(("flowStartMilliseconds",
...                            "myNewInformationElement")))
>>> msg.add_template(tmpl)
>>> msg.export_ensure_set(257)
>>> msg
<MessageBuffer domain 8304 length 116 (writing set 257)>
>>> rec = { "flowStartMilliseconds" : datetime.strptime("2013-06-21 14:00:04",
...                                   "%Y-%m-%d %H:%M:%S"),
...         "myNewInformationElement" : "Grüezi, Y'all" }
>>> msg.export_namedict(rec)
>>> msg
<MessageBuffer domain 8304 length 139 (writing set 257)>

Attempts to write past the end of the message (set via the mtu parameter, default 65535) result in EndOfMessage being raised.

Messages can be written to a stream using MessageBuffer.write_message(), or dumped to a byte array for transmission using MessageBuffer.to_bytes(). The message must be reset before starting to write again.

>>> b = msg.to_bytes()
>>> msg.begin_export()
>>> msg
<MessageBuffer domain 8304 length 16 (writing)>

Reading happens more or less in reverse. To begin, a message is read from a byte array using MessageBuffer.from_bytes(), or from a stream using MessageBuffer.read_message().

>>> msg.from_bytes(b)
>>> msg
<MessageBuffer domain 8304 length 139 (deframed 4 sets)>

Both of these methods scan the message in advance to find the sets within the message. The records within these sets can then be accessed by iterating over the message. As with export, the records can be accessed as a dictionary mapping IE names to values or as tuples. The dictionary interface is designed for general IPFIX processing applications, such as collectors accepting many types of data, or diagnostic tools for debugging IPFIX export:

>>> def print_msg(msg):
...     for rec in msg.namedict_iterator():
...         key = 'myNewInformationElement'
...         if key in rec:
...             unicode_recs = [(key, rec[key])]
...             recs = [item for item in sorted(rec.items()) if item[0] != key]
...         else:
...             unicode_recs = []
...             recs = sorted(rec.items())
...         print(recs)
...         for key, value in unicode_recs:
...             print("{}: {}".format(key, value))
...
>>> print_msg(msg)  
[('destinationIPv4Address', IPv4Address('10.5.6.7')), ('flowStartMilliseconds', datetime.datetime(2013, 6, 21, 14, 0)), ('packetDeltaCount', 27), ('sourceIPv4Address', IPv4Address('10.1.2.3'))]
[('destinationIPv4Address', IPv4Address('10.12.13.14')), ('flowStartMilliseconds', datetime.datetime(2013, 6, 21, 14, 0, 2)), ('packetDeltaCount', 33), ('sourceIPv4Address', IPv4Address('10.8.9.11'))]
[('flowStartMilliseconds', datetime.datetime(2013, 6, 21, 14, 0, 4))]
myNewInformationElement: Grüezi, Y'all

The tuple interface for reading messages is designed for applications with a specific internal data model. It can be much faster than the dictionary interface, as it skips decoding of IEs not requested by the caller, and can skip entire sets not containing all the requested IEs. Requested IEs are specified as an ipfix.ie.InformationElementList instance, from ie.spec_list():

>>> ielist = ipfix.ie.spec_list(["flowStartMilliseconds", "packetDeltaCount"])
>>> for rec in msg.tuple_iterator(ielist):
...     print(rec)
...
(datetime.datetime(2013, 6, 21, 14, 0), 27)
(datetime.datetime(2013, 6, 21, 14, 0, 2), 33)

Notice that the variable-length record written to the message are not returned by this iterator, since that record doesn’t include a packetDeltaCount IE. The record is, however, still there:

>>> ielist = ipfix.ie.spec_list(["myNewInformationElement"])
>>> for rec in msg.tuple_iterator(ielist):
...     print(rec[0])
...
Grüezi, Y'all

exception ipfix.message.EndOfMessage(*args)[source]¶

Exception raised when a write operation on a Message fails because there is not enough space in the message.

class ipfix.message.MessageBuffer(buf_sz=65536)[source]¶

Implements a buffer for reading or writing IPFIX messages.

active_template_ids()[source]¶

Get an iterator over all active template IDs in the current domain. Provided to allow callers to export some or all active Templates across multiple Messages.

Returns:	a template ID iterator

add_template(tmpl, export=True)[source]¶

Add a template to this MessageBuffer. Adding a template makes it available for use for exporting records; see export_new_set().

Parameters:	tmpl – the template to add export – If True, export this template to the MessageBuffer after adding it.
Raises:	EndOfMessage

begin_export(odid=None)[source]¶

Start exporting a new message. Clears any previous message content, but keeps template information intact. Sets the message sequence number.

Parameters:	odid – Observation domain ID to use for export. By default, uses the observation domain ID of the previous message. Note that templates are scoped to observation domain, so templates will need to be added after switching to a new observation domain ID.
Raises:	IpfixEncodeError

delete_template(tid, export=True)[source]¶

Delete a template by ID from this MessageBuffer.

Parameters:	tid – ID of the template to delete export – if True, export a Template Withdrawal for this Template after deleting it
Raises:	EndOfMessage

export_ensure_set(setid)[source]¶

Ensure that the current set for export has the given Set ID. Starts a new set if not using export_new_set()

Parameters:	setid – Set ID of the new Set; corresponds to the Template ID of the Template that will be used to encode records into the Set. The require Template must have already been added to the MessageBuffer, see add_template().
Raises:	IpfixEncodeError, EndOfMessage

export_namedict(rec)[source]¶

Export a record to the message, using the template for the current Set ID. The record is a dictionary mapping IE names to values. The dictionary must contain a value for each IE in the template. Keys in the dictionary not in the template will be ignored.

Parameters:	rec – the record to export, as a dictionary
Raises:	EndOfMessage

export_needs_flush()[source]¶

True if content has been written to this MessageBuffer since the last call to begin_export()

export_new_set(setid)[source]¶

Start exporting a new Set with the given set ID. Creates a new set even if the current Set has the given set ID; client code should in most cases use export_ensure_set() instead.

Parameters:	setid – Set ID of the new Set; corresponds to the Template ID of the Template that will be used to encode records into the Set. The require Template must have already been added to the MessageBuffer, see add_template().
Raises:	IpfixEncodeError, EndOfMessage

export_record(rec, encode_fn=<function Template.encode_namedict_to>, recinf=None)[source]¶

Low-level interface to record export.

Export a record to a MessageBuffer, using the template associated with the Set ID given to the most recent export_new_set() or export_ensure_set() call, and the given encode function. By default, the record is assumed to be a dictionary mapping IE names to values (i.e., the same as export_namedict()).

Parameters:	encode_fn – Function used to encode a record; must be an (unbound) “encode” instance method of the ipfix.template.Template class. recinf – Record information opaquely passed to decode function
Raises:	EndOfMessage

export_template(tid)[source]¶

Export a template to this Message given its template ID.

Parameters:	tid – ID of template to export; must have been added to this message previously with add_template().
Raises:	EndOfMessage, KeyError

export_tuple(rec)[source]¶

Export a record to the message, using the template for the current Set ID. The record is a tuple of values in template order.

Parameters:	rec – the record to export, as a tuple in template order.
Raises:	EndOfMessage

from_bytes(str_)[source]¶

Read an IPFIX message from a byte array.

This populates message header fields and the internal setlist. Call for each new message before iterating over records when reading from a byte array.

Parameters:	bytes – a byte array containing a complete IPFIX message.
Raises:	IpfixDecodeError

get_export_time()[source]¶

Return the export time of this message. When reading, returns the export time as read from the message header. When writing, this is the argument of the last call to set_export_time(), or, if :attr:auto_export_time is True, the time of the last message export.

Returns:	export time of the last message read/written.

namedict_iterator()[source]¶

Iterate over all records in the Message, as dicts mapping IE names to values.

Returns:	a name dictionary iterator

read_message(stream)[source]¶

Read a IPFIX message from a stream.

This populates message header fields and the internal setlist. Call for each new message before iterating over records when reading from a stream.

Parameters:	stream – stream to read from
Raises:	IpfixDecodeError

record_iterator(decode_fn=<function Template.decode_namedict_from>, tmplaccept_fn=<function accept_all_templates>, recinf=None)[source]¶

Low-level interface to record iteration.

Iterate over records in an IPFIX message previously read with read_message() or from_bytes(). Automatically handles templates in set order. By default, iterates over each record in the stream as a dictionary mapping IE name to value (i.e., the same as namedict_iterator())

Parameters:

decode_fn – Function used to decode a record; must be an (unbound) “decode” instance method of the ipfix.template.Template class. tmplaccept_fn – Function returning True if the given template is of interest to the caller, False if not. Default accepts all templates. Sets described by templates for which this function returns False will be skipped. recinf – Record information opaquely passed to decode function

Returns:

an iterator over records decoded by decode_fn.

set_export_time(dt=None)[source]¶

Set the export time for the next message written with write_message() or to_bytes(). Disables automatic export time updates. By default, sets the export time to the current time.

Parameters:	dt – export time to set, as a datetime

template_for_id(tid)[source]¶

Retrieve a Template for a given ID in the current domain.

Parameters:	tid – template ID to get
Returns:	the template
Raises:	KeyError

to_bytes()[source]¶

Convert this MessageBuffer to a byte array, suitable for writing to a binary file, socket, or datagram. Finalizes the message by rewriting the message header with current length, and export time.

Returns:	message as a byte array

tuple_iterator(ielist)[source]¶

Iterate over all records in the Message containing all the IEs in the given ielist. Records are returned as tuples in ielist order.

Parameters:	ielist – an instance of ipfix.ie.InformationElementList listing IEs to return as a tuple
Returns:	a tuple iterator for tuples as in ielist order

write_message(stream)[source]¶

Convenience method to write a message to a stream; see to_bytes().

module ipfix.reader¶

Interface to read IPFIX Messages from a stream.

class ipfix.reader.MessageStreamReader(stream)[source]¶

Reads records from a stream of IPFIX messages.

Uses an ipfix.message.MessageBuffer internally, and continually reads messages from the given stream into the buffer, iterating over records, until the end of the stream. Use from_stream() to get an instance.

Suitable for reading from IPFIX files (see RFC 5655) as well as from UDP or TCP sockets with socketserver.StreamRequestHandler. When opening a stream from a file, use mode=’rb’.

namedict_iterator()[source]¶

Iterate over all records in the stream, as dicts mapping IE names to values.

Returns:	a name dictionary iterator

tuple_iterator(ielist)[source]¶

Iterate over all records in the stream containing all the IEs in the given ielist. Records are returned as tuples in ielist order.

Parameters:	ielist – an instance of ipfix.ie.InformationElementList listing IEs to return as a tuple
Returns:	a tuple iterator for tuples in ielist order

ipfix.reader.from_stream(stream)[source]¶

Get a MessageStreamReader for a given stream

Parameters:	stream – stream to read
Returns:	a MessageStreamReader wrapped around the stream.

module ipfix.writer¶

class ipfix.writer.MessageStreamWriter(stream, mtu=65535)[source]¶

Writes records to a stream of IPFIX messages.

Uses an ipfix.message.MessageBuffer internally, and continually writes records into messages, exporting messages to the stream each time the maximum message size (MTU) is reached. Use to_stream() to get an instance.

Suitable for writing to IPFIX files (see RFC 5655) as well as to TCP sockets. When writing a stream to a file, use mode=’wb’.

..warning: This class is not yet suitable for UDP export; this is an open

issue to be fixed in a subsequent release.

add_template(tmpl)[source]¶

Add a template to this Writer. Adding a template makes it available for use for exporting records; see set_export_template().

Parameters:	tmpl – the template to add

export_namedict(rec)[source]¶

Export a record to the message, using the current template The record is a dictionary mapping IE names to values. The dictionary must contain a value for each IE in the template. Keys in the dictionary not in the template will be ignored.

Parameters:	rec – the record to export, as a dictionary

flush()[source]¶

Export an in-progress Message immediately.

Used internally to manage message boundaries, but can also be used to force immediate export (e.g. to reduce delay due to buffer dwell time), as well as to finish write operations on a Writer before closing the underlying stream.

set_domain(odid)[source]¶

Sets the observation domain for subsequent messages sent with this Writer.

Parameters:	odid – Observation domain ID to use for export. Note that templates are scoped to observation domain, so templates will need to be added after switching to a new observation domain ID.

set_export_template(tid)[source]¶

Set the template to be used for export by subsequent calls to export_namedict() and export_tuple().

Parameters:	tid – Template ID of the Template that will be used to encode records to the Writer. The corresponding Template must have already been added to the Writer, see add_template().

ipfix.writer.to_stream(stream, mtu=65535)[source]¶

Get a MessageStreamWriter for a given stream

Parameters:	stream – stream to write mtu – maximum message size in bytes; defaults to 65535, the largest possible ipfix message.
Returns:	a MessageStreamWriter wrapped around the stream.