From 22e340dd0ee1cbbac5b45e23b0f63161ee3af96c Mon Sep 17 00:00:00 2001 From: IcedLimeTea <113658584+IcedLimeTea@users.noreply.github.com> Date: Mon, 1 Apr 2024 16:43:41 +0800 Subject: [PATCH 1/9] for ubuntu20.04 and python3.8 --- sleuth_pkg/sleuth/__init__.py | 8 ++-- sleuth_pkg/sleuth/api_joy.py | 12 +++--- sleuth_pkg/sleuth/fingerprint.py | 2 +- sleuth_pkg/sleuth/inferences.py | 20 +++++----- sleuth_pkg/sleuth/sleuth.py | 65 ++++++++++++++++---------------- 5 files changed, 55 insertions(+), 52 deletions(-) diff --git a/sleuth_pkg/sleuth/__init__.py b/sleuth_pkg/sleuth/__init__.py index 5ac369cc..90c14404 100644 --- a/sleuth_pkg/sleuth/__init__.py +++ b/sleuth_pkg/sleuth/__init__.py @@ -1,6 +1,6 @@ from sleuth import * -from api_joy import * -from enrich_tls import enrich_tls -from fingerprint import * -from inferences import * +from sleuth.api_joy import * +from sleuth.enrich_tls import enrich_tls +from sleuth.fingerprint import * +from sleuth.inferences import * diff --git a/sleuth_pkg/sleuth/api_joy.py b/sleuth_pkg/sleuth/api_joy.py index d0a79bdd..efd81bb0 100644 --- a/sleuth_pkg/sleuth/api_joy.py +++ b/sleuth_pkg/sleuth/api_joy.py @@ -43,7 +43,9 @@ from .sleuth import DictStreamIteratorFromFile from .sleuth import DictStreamIterator from .sleuth import SleuthFileType - +from .sleuth import DictStreamProcessor +from .sleuth import DictStreamFilterIterator +from .sleuth import SleuthPredicate class FlowIteratorFromFile(DictStreamIteratorFromFile): """ @@ -126,8 +128,8 @@ def __init__(self, source): self.flows = iter(self.active_flows.values()) - def next(self): - return self.flows.next() + def __next__(self): + return self.flows.__next__() # merge f2 into f1, where both flows are in the same direction, and # f1 precedes f2 (f1.ts < f2.ts) @@ -187,8 +189,8 @@ def __init__(self, source): def __iter__(self): return self - def next(self): - flow = self.source.next() + def __next__(self): + flow = self.source.__next__() # # if flow is not dns, check cache for response returning destination address # diff --git a/sleuth_pkg/sleuth/fingerprint.py b/sleuth_pkg/sleuth/fingerprint.py index c99966ca..bb0803f8 100644 --- a/sleuth_pkg/sleuth/fingerprint.py +++ b/sleuth_pkg/sleuth/fingerprint.py @@ -35,7 +35,7 @@ """ import os import json -from sleuth import SleuthTemplateDict +from .sleuth import SleuthTemplateDict class fingerprinter(object): fingerprint_dict = { diff --git a/sleuth_pkg/sleuth/inferences.py b/sleuth_pkg/sleuth/inferences.py index 60446d78..ba3a7529 100644 --- a/sleuth_pkg/sleuth/inferences.py +++ b/sleuth_pkg/sleuth/inferences.py @@ -56,7 +56,7 @@ def tls_fp_dict_init(): fpvalue = json.dumps(tmp['str_repr']) fpvalue = fpvalue.strip('"') if fpvalue in tls_fp_dict: - print "warning: duplicate tls fingerprint in line " + str(counter + 1) + " of file " + tls_fp_file + print("warning: duplicate tls fingerprint in line " + str(counter + 1) + " of file " + tls_fp_file) tls_fp_dict[fpvalue] = tmp @@ -121,7 +121,7 @@ def hex_fp_normalize(s): def element_is_parent(s): if s: - if s[0] is '(' and s[1] is '(': + if s[0] == '(' and s[1] == '(':# if s[0] is '(' and s[1] is '(': return True else: return False @@ -129,22 +129,22 @@ def element_is_parent(s): return False def get_next_element(s): - if s is '': + if s == '':# if s is '': return '', '', 0 - if s[0] is ')': + if s[0] == ')':# if s[0] is ')': level = 0 for c in s: - if c is not ')': + if c != ')':# if c is not ')': break; level = level + 1 return '', '', -level if True: level = 0 - while s[level] is '(': + while s[level] == '(':# while s[level] is '(': level = level + 1 - if level is 0: + if level == 0:# if level is 0: return '', '', 0 tmp = string.split(s[level:], ')', 1) @@ -153,10 +153,10 @@ def get_next_element(s): def print_out_structured_data(s): current_level = 0 - while s is not '': + while s != '':# while s is not '': element, s, level = get_next_element(s) current_level += level - print current_level, element, s + print(current_level, element, s) def structured_fp_normalize(s): @@ -179,7 +179,7 @@ def structured_fp_normalize(s): # parse client extensions, if present output += '(' - while s is not '' and s is not ')': + while s != '' and s != ')':# while s is not '' and s is not ')': element, s, level = get_next_element(s) typecode = element[0:4] data = element[4:] diff --git a/sleuth_pkg/sleuth/sleuth.py b/sleuth_pkg/sleuth/sleuth.py index b9c16fa5..2ee1c3c5 100644 --- a/sleuth_pkg/sleuth/sleuth.py +++ b/sleuth_pkg/sleuth/sleuth.py @@ -55,7 +55,7 @@ def __init__(self): def __iter__(self): return self - def next(self): + def __next__(self): n = dict() return n @@ -97,7 +97,7 @@ def _load_file(self): else: self.f = open(self.file_name, 'r') - def next(self): + def __next__(self): while True: try: line = self.f.readline() @@ -129,15 +129,15 @@ def __init__(self, source, filter): self.source = source self.filter = filter - def next(self): + def __next__(self): """ Find the next JSON object from source that matches the given filter :return: """ - tmp = self.source.next() + tmp = self.source.__next__() while self.filter.match(tmp) is not True: - tmp = self.source.next() + tmp = self.source.__next__() return tmp @@ -147,9 +147,9 @@ def __init__(self, source, elements): self.source = source self.template = SleuthTemplateDict(elements) - def next(self): + def __next__(self): while True: - tmp = self.source.next() + tmp = self.source.__next__() output = self.template.copy_selected_elements(self.template.template, tmp) if output: return output @@ -160,8 +160,8 @@ def __init__(self, source, elements): self.source = source self.template = SleuthTemplateDict(elements) - def next(self): - tmp = self.source.next() + def __next__(self): + tmp = self.source.__next__() output = self.template.normalize_selected_elements(self.template.template, tmp) return output @@ -172,8 +172,8 @@ def __init__(self, source, elements, func): self.template = SleuthTemplateDict(elements) self.func = func - def next(self): - tmp = self.source.next() + def __next__(self): + tmp = self.source.__next__() output = self.template.apply_to_selected_elements(self.template.template, tmp, self.func) return output @@ -186,8 +186,8 @@ def __init__(self, source, name, function, **kwargs): self.function = function self.kwargs = kwargs - def next(self): - nextval = self.source.next() + def __next__(self): + nextval = self.source.__next__() tmp = self.function(nextval, self.kwargs) if tmp: nextval[self.name] = tmp @@ -201,8 +201,8 @@ def __init__(self, source, name, function, **kwargs): self.function = function self.kwargs = kwargs - def next(self): - nextval = self.source.next() + def __next__(self): + nextval = self.source.__next__() tmp = self.function(nextval, self.kwargs) if tmp: if self.name not in nextval: @@ -221,9 +221,9 @@ def __init__(self, source, indent=None): def __iter__(self): return self - def next(self): + def __next__(self): try: - obj = self.source.next() + obj = self.source.__next__() value = pickle.dumps(obj) self.key = tuple(obj.keys()) if value in self.dist: @@ -244,7 +244,7 @@ def next(self): for d in output: json.dump(d, sys.stdout, indent=self.indent) - print "" + print("") raise StopIteration @@ -277,7 +277,7 @@ def post_process(self, proc=None): for obj in self.obj_set: try: json.dump(obj, sys.stdout, indent=self.indent) - print "" + print("") except IOError: # Broken pipe, exit loop break @@ -301,7 +301,7 @@ def main_process(self, obj): def post_process(self, proc=None): if self.context: - print self.context + print(self.context) for k, v in self.dict.items(): v.post_process(copy.deepcopy(proc)) @@ -348,7 +348,7 @@ def post_process(self): # NOTE: sum_over might interfere with --dist d["sum_over"] = self.total json.dump(d, sys.stdout, indent=self.indent) - print "" + print("") class DictStreamDistributionProcessor(DictStreamProcessor): @@ -379,7 +379,7 @@ def post_process(self): for d in output: json.dump(d, sys.stdout, indent=self.indent) - print "" + print("") """ @@ -413,7 +413,7 @@ def string_to_template_object(self, s): if needArg: t += "None" t += '}' - #print "t: " + t + #print("t: " + t) return eval(t) def copy_selected_elements(self, tmplDict, obj): @@ -543,9 +543,9 @@ def __init__(self, elements): self.matchAll = True def eval(self, flow): - # print 'flow: ' + str(flow) - # print 'op: ' + str(self.op) - # print 'arg: ' + str(self.arg) + # print('flow: ' + str(flow)) + # print('op: ' + str(self.op)) + # print('arg: ' + str(self.arg)) # If flow is list, match any element in it if isinstance(flow, list): @@ -561,8 +561,9 @@ def eval(self, flow): listMatch = True return listMatch elif isinstance(flow, dict): - # print 'dict flow: ' + str(flow) - x = flow.values()[0] + # print('dict flow: ' + str(flow)) + # x = flow.values()[0] + x = list(flow.values())[0] return self.eval(x) if self.op == '=': @@ -571,9 +572,9 @@ def eval(self, flow): elif isinstance(self.arg, int): return self.arg == flow else: - # print '------------------' - # print 'flow: ' + str(flow) - # print 'arg: ' + str(self.arg) + # print('------------------') + # print('flow: ' + str(flow)) + # print('arg: ' + str(self.arg) return fnmatch.fnmatch(flow, self.arg) elif self.op == '~': if self.arg == '*': @@ -593,7 +594,7 @@ def match(self, flow): else: output = self.template.get_selected_element(self.template.template, flow) if output: - return self.eval(output.values()[0]) + return self.eval(list(output.values())[0]) else: if self.op == '~' and self.arg == '*': # True because element is absent from flow From 442b304b1e39dd11c2d97d800ff4c96b9811b3a7 Mon Sep 17 00:00:00 2001 From: IcedLimeTea <113658584+IcedLimeTea@users.noreply.github.com> Date: Mon, 1 Apr 2024 16:46:49 +0800 Subject: [PATCH 2/9] for ubuntu20.04 and python3.8 --- sleuth_pkg/sleuth/inferences.py | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/sleuth_pkg/sleuth/inferences.py b/sleuth_pkg/sleuth/inferences.py index ba3a7529..53727aef 100644 --- a/sleuth_pkg/sleuth/inferences.py +++ b/sleuth_pkg/sleuth/inferences.py @@ -52,7 +52,7 @@ def tls_fp_dict_init(): with open(tls_fp_path) as f: for counter, line in enumerate(f): tmp = json.loads(line) - #print json.dumps(tmp) + #print(json.dumps(tmp)) fpvalue = json.dumps(tmp['str_repr']) fpvalue = fpvalue.strip('"') if fpvalue in tls_fp_dict: @@ -121,7 +121,7 @@ def hex_fp_normalize(s): def element_is_parent(s): if s: - if s[0] == '(' and s[1] == '(':# if s[0] is '(' and s[1] is '(': + if s[0] == '(' and s[1] == '(': return True else: return False @@ -129,22 +129,22 @@ def element_is_parent(s): return False def get_next_element(s): - if s == '':# if s is '': + if s == '': return '', '', 0 - if s[0] == ')':# if s[0] is ')': + if s[0] == ')': level = 0 for c in s: - if c != ')':# if c is not ')': + if c != ')': break; level = level + 1 return '', '', -level if True: level = 0 - while s[level] == '(':# while s[level] is '(': + while s[level] == '(': level = level + 1 - if level == 0:# if level is 0: + if level == 0: return '', '', 0 tmp = string.split(s[level:], ')', 1) @@ -153,7 +153,7 @@ def get_next_element(s): def print_out_structured_data(s): current_level = 0 - while s != '':# while s is not '': + while s != '': element, s, level = get_next_element(s) current_level += level print(current_level, element, s) @@ -179,7 +179,7 @@ def structured_fp_normalize(s): # parse client extensions, if present output += '(' - while s != '' and s != ')':# while s is not '' and s is not ')': + while s != '' and s != ')': element, s, level = get_next_element(s) typecode = element[0:4] data = element[4:] @@ -194,7 +194,7 @@ def tls_inference(f, kwargs): if not tls_fp_dict: tls_fp_dict_init() - # print json.dumps(tls_fp_dict) + # print(json.dumps(tls_fp_dict)) if 'fingerprints' in f: if 'tls' in f['fingerprints']: From 6da2bc300952e15f1934c5e41957b221bec5cc5c Mon Sep 17 00:00:00 2001 From: IcedLimeTea <113658584+IcedLimeTea@users.noreply.github.com> Date: Mon, 1 Apr 2024 16:52:37 +0800 Subject: [PATCH 3/9] for ubuntu20.04 and python3.8 --- Makefile.in | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Makefile.in b/Makefile.in index e745bc4f..0f2e7877 100644 --- a/Makefile.in +++ b/Makefile.in @@ -850,7 +850,7 @@ install-data-hook: cp internal.net $(DESTDIR)/$(prefix)/etc/joy mkdir -p $(DESTDIR)/$(prefix)/include/joy # SLEUTHVER= grep version setup.py | awk -F\' '{print $2}' - (cd sleuth_pkg && python setup.py bdist --format=gztar) + (cd sleuth_pkg && python setup.py bdist --format=gztar && pip install .) tar -xf $(SLEUTHFILE) -C $(DESTDIR) # Tell versions [3.59,3.63) of GNU make to not export all variables. 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ubuntu20.04 and python3.8 --- sleuth_pkg/api_joy.py | 308 ++++++++++++++++++ sleuth_pkg/sleuth.py | 711 ++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 1019 insertions(+) create mode 100644 sleuth_pkg/api_joy.py create mode 100644 sleuth_pkg/sleuth.py diff --git a/sleuth_pkg/api_joy.py b/sleuth_pkg/api_joy.py new file mode 100644 index 00000000..a235c449 --- /dev/null +++ b/sleuth_pkg/api_joy.py @@ -0,0 +1,308 @@ +""" + * + * Copyright (c) 2018 Cisco Systems, Inc. + * All rights reserved. + * + * Redistribution and use in source and binary forms, with or without + * modification, are permitted provided that the following conditions + * are met: + * + * Redistributions of source code must retain the above copyright + * notice, this list of conditions and the following disclaimer. + * + * Redistributions in binary form must reproduce the above + * copyright notice, this list of conditions and the following + * disclaimer in the documentation and/or other materials provided + * with the distribution. + * + * Neither the name of the Cisco Systems, Inc. nor the names of its + * contributors may be used to endorse or promote products derived + * from this software without specific prior written permission. + * + * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS + * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE + * COPYRIGHT HOLDERS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, + * INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES + * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR + * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) + * HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, + * STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) + * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED + * OF THE POSSIBILITY OF SUCH DAMAGE. + * +""" +import os +import sys +import subprocess +import collections +import copy +import gzip +import bz2 +from .sleuth import DictStreamIteratorFromFile +from .sleuth import DictStreamIterator +from .sleuth import SleuthFileType +from .sleuth import DictStreamProcessor +from .sleuth import DictStreamFilterIterator +from .sleuth import SleuthPredicate + + +class FlowIteratorFromFile(DictStreamIteratorFromFile): + """ + Create a new DictIterator instance from the given input file. + This allows iteration over all JSON objects within the file. + """ + + def __init__(self, stdin=None, file_name=None): + if not stdin and not file_name: + raise ValueError("api_error: need stdin or file_name") + + if file_name: + self.pcap_loader = PcapLoader(file=file_name) + + super(FlowIteratorFromFile, self).__init__(stdin=stdin, + file_name=file_name, + skip_lines=['version']) + + def _cleanup(self): + """ + Overrides parent. + Close any resources that are still open. + :return: + """ + try: + self.f.close() + except IOError: + pass + + try: + self.pcap_loader.cleanup() + except AttributeError: + pass + + def _load_file(self): + """ + Overrides parent. + If the file given is a PCAP, it will first be run through Joy + in order to generate the necessary JSON output for use here. + :return: + """ + if self.stdin: + self.f = self.stdin + elif self.file_name: + if self.pcap_loader.is_pcap(): + # Run Joy to generate some JSON for use in this script. + self.pcap_loader.run() + # Open the json file that was just made. + ft = SleuthFileType(self.pcap_loader.temp_json['file']) + if ft.is_gz(): + self.f = gzip.open(self.pcap_loader.temp_json['file'], 'r') + elif ft.is_bz2(): + self.f = bz2.BZ2File(self.pcap_loader.temp_json['file'], 'r') + else: + self.f = open(self.pcap_loader.temp_json['file'], 'r') + else: + ft = SleuthFileType(self.file_name) + if ft.is_gz(): + self.f = gzip.open(self.file_name, 'r') + elif ft.is_bz2(): + self.f = bz2.BZ2File(self.file_name, 'r') + else: + self.f = open(self.file_name, 'r') + + +class FlowStitchIterator(DictStreamIterator): + def __init__(self, source): + self.source = source + self.active_flows = collections.OrderedDict() + + for f in source: + key = (f['sa'], f['da'], f['sp'], f['dp'], f['pr']) + revkey = (f['da'], f['sa'], f['dp'], f['sp'], f['pr']) + if key in self.active_flows: + self.active_flows[key] = self.merge(self.active_flows[key], f) + elif revkey in self.active_flows: + self.active_flows[revkey] = self.merge_reverse(self.active_flows[revkey], f) + else: + self.active_flows[key] = f + + self.flows = iter(self.active_flows.values()) + + def __next__(self): + return self.flows.__next__() + + # merge f2 into f1, where both flows are in the same direction, and + # f1 precedes f2 (f1.ts < f2.ts) + # + def merge(self, f1, f2): + for k, v in f2.items(): + if k not in f1: + f1[k] = f2[k] + else: + if k == 'time_end': + f1[k] = max(f1[k], f2[k]) + elif k == 'num_pkts_in' or k == 'bytes_in': + f1[k] += f2[k] + elif k == 'num_pkts_out' or k == 'bytes_out': + f1[k] += f2[k] + elif k == 'byte_dist': + for i, e in enumerate(f2[k]): + f1[k][i] += e + else: + pass + return f1 + + # merge f2 into f1, where f2 is in the reverse direction to f1, and + # f1 precedes f2 (f1.ts < f2.ts) + # + def merge_reverse(self, f1, f2): + for k, v in f2.items(): + if k not in f1: + if k == 'num_pkts_out': + f1['num_pkt_in'] += f2[k] + elif k == 'bytes_out': + f1['bytes_in'] += f2[k] + else: + f1[k] = f2[k] + else: + if k == 'time_end': + f1[k] = max(f1[k], f2[k]) + elif k == 'num_pkts_in': + f1[k] += f2['bytes_out'] + elif k == 'num_pkts_out': + f1[k] += f2['bytes_in'] + elif k == 'byte_dist': + for i, e in enumerate(f2[k]): + f1[k][i] += e + else: + pass + return f1 + +class DNSLinkedFlowEnrichIterator(DictStreamIterator): + """ + Enriches flow objects with the DNS name used to look up the address, if any + """ + def __init__(self, source): + self.source = source + self.dns = {} + + def __iter__(self): + return self + + def __next__(self): + flow = self.source.__next__() + # + # if flow is not dns, check cache for response returning destination address + # + if 'dns' not in flow: + da = flow['da'] + if da in self.dns: + flow['linked_dns'] = self.dns[da] + return flow + # + # flow is dns, so add (address, response) tuples into cache + # + value = { 'dns': flow['dns'], 'server_addr': flow['da'], 'time': flow['time_start'] } + for packet in flow['dns']: + if 'rr' in packet: + rr = packet['rr'] + for record in rr: + if 'a' in record: + a = record['a'] + self.dns[a] = value + return flow + + +class PcapLoader: + """ + Helper to operate on PCAP files directly + """ + + def __init__(self, file): + self.file = file + self.temp_json = {'file': None, 'created': False} + + def cleanup(self): + """ + Delete the temporary JSON file that was created. + :return: + """ + if self.temp_json['created'] is True: + try: + os.remove(self.temp_json['file']) + except OSError: + pass + + def is_pcap(self): + """ + Determine whether a file is pcap. + :return: True if pcap file, False otherwise + """ + if self.file.endswith('.pcap'): + return True + else: + # Look inside the file and check for pcap magic number + if sys.byteorder == 'little': + magic_number = bytearray.fromhex('d4 c3 b2 a1') + else: + magic_number = bytearray.fromhex('a1 b2 c3 d4') + + with open(self.file, 'rb') as f: + ba = bytearray(f.readline()) + + if ba[:4] == magic_number: + return True + else: + return False + + def run(self): + """ + Run Joy with the pcap file as input. + The json output will then be operated upon in this program (sleuth). + A temporary json file (temp-sleuth.json.gz) will be written to the user's "home" directory. + Use the function cleanup() within this class to delete the file before program exit. + :return: + """ + cur_dir = os.getcwd() + temp_json_dir = os.path.expanduser('~') + temp_json_filename = 'temp-sleuth.json.gz' + self.temp_json['file'] = os.path.join(temp_json_dir, temp_json_filename) + + enabled_features = ['bidir=1', 'http=1', 'tls=1', 'dns=1', + 'ssh=1', 'entropy=1', 'payload=1', 'ppi=1', 'fpx=1'] + + # Construct the commands + command = ['joy', 'outdir=' + temp_json_dir, 'output=' + temp_json_filename] + command += enabled_features + command.append(os.path.join(cur_dir, self.file)) + + command_local = copy.deepcopy(command) + command_local[0] = './joy' + + command_source = copy.deepcopy(command) + command_source[0] = './bin/joy' + + try: + subprocess.call(command) + except OSError as e: + if e.errno == os.errno.ENOENT: + # Look within the same directory where sleuth lives. + try: + subprocess.call(command_local) + except OSError as ee: + if ee.errno == os.errno.ENOENT: + # Look in typical source location + try: + subprocess.call(command_source) + except OSError as eee: + if eee.errno == os.errno.ENOENT: + print('\033[91m' + 'error: could not locate "joy" executable. exiting.' + '\033[0m') + sys.exit(1) + else: + raise + else: + raise + + # Set flag indicating the temporary JSON file was made. + self.temp_json['created'] = True diff --git a/sleuth_pkg/sleuth.py b/sleuth_pkg/sleuth.py new file mode 100644 index 00000000..4a3643b4 --- /dev/null +++ b/sleuth_pkg/sleuth.py @@ -0,0 +1,711 @@ +""" + * + * Copyright (c) 2017 Cisco Systems, Inc. + * All rights reserved. + * + * Redistribution and use in source and binary forms, with or without + * modification, are permitted provided that the following conditions + * are met: + * + * Redistributions of source code must retain the above copyright + * notice, this list of conditions and the following disclaimer. + * + * Redistributions in binary form must reproduce the above + * copyright notice, this list of conditions and the following + * disclaimer in the documentation and/or other materials provided + * with the distribution. + * + * Neither the name of the Cisco Systems, Inc. nor the names of its + * contributors may be used to endorse or promote products derived + * from this software without specific prior written permission. + * + * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS + * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE + * COPYRIGHT HOLDERS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, + * INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES + * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR + * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) + * HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, + * STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) + * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED + * OF THE POSSIBILITY OF SUCH DAMAGE. + * +""" +import sys +import gzip +import bz2 +import json +import pickle +import copy +import re +import fnmatch + + +""" +Dictionary Iterator Classes +""" + + +class DictStreamIterator(object): + def __init__(self): + pass + + def __iter__(self): + return self + + def __next__(self): + n = dict() + return n + + +class DictStreamIteratorFromFile(DictStreamIterator): + """ + Create a new DictIterator instance from the given input file. + This allows iteration over all JSON objects within the file. + """ + def __init__(self, stdin=None, file_name=None, skip_lines=[]): + if not stdin and not file_name: + raise ValueError("api_error: need stdin or file_name") + + self.stdin = stdin + self.file_name = file_name + self.f = None + self.skip_lines = skip_lines + self.badLineCount = 0 + self.lineCount = 0 + + # Run any initialization functions + self._load_file() + + def _cleanup(self): + try: + self.f.close() + except IOError: + pass + + def _load_file(self): + if self.stdin: + self.f = self.stdin + elif self.file_name: + ft = SleuthFileType(self.file_name) + if ft.is_gz(): + self.f = gzip.open(self.file_name, 'r') + elif ft.is_bz2(): + self.f = bz2.BZ2File(self.file_name, 'r') + else: + self.f = open(self.file_name, 'r') + + def __next__(self): + while True: + try: + line = self.f.readline() + if line == '': + raise StopIteration + + tmp = json.loads(line) + + for key in self.skip_lines: + # Skip any line that contains a particular key + if key not in tmp: + self.lineCount += 1 + return tmp + except StopIteration: + sys.stderr.write("read " + str(self.lineCount) + " lines\n") + + if self.badLineCount > 0: + sys.stderr.write("warning: could not parse " + str(self.badLineCount) + " lines\n") + + self._cleanup() + raise + except: + # sys.stderr.write(line) + self.badLineCount += 1 + + +class DictStreamFilterIterator(DictStreamIterator): + def __init__(self, source, filter): + self.source = source + self.filter = filter + + def __next__(self): + """ + Find the next JSON object from source that matches the given filter + :return: + """ + tmp = self.source.__next__() + + while self.filter.match(tmp) is not True: + tmp = self.source.__next__() + + return tmp + + +class DictStreamSelectIterator(DictStreamIterator): + def __init__(self, source, elements): + self.source = source + self.template = SleuthTemplateDict(elements) + + def __next__(self): + while True: + tmp = self.source.__next__() + output = self.template.copy_selected_elements(self.template.template, tmp) + if output: + return output + + +class DictStreamNormalizeIterator(DictStreamIterator): + def __init__(self, source, elements): + self.source = source + self.template = SleuthTemplateDict(elements) + + def __next__(self): + tmp = self.source.__next__() + output = self.template.normalize_selected_elements(self.template.template, tmp) + + return output + +class DictStreamApplyIterator(DictStreamIterator): + def __init__(self, source, elements, func): + self.source = source + self.template = SleuthTemplateDict(elements) + self.func = func + + def __next__(self): + tmp = self.source.__next__() + output = self.template.apply_to_selected_elements(self.template.template, tmp, self.func) + + return output + + +class DictStreamEnrichIterator(DictStreamIterator): + def __init__(self, source, name, function, **kwargs): + self.source = source + self.name = name + self.function = function + self.kwargs = kwargs + + def __next__(self): + nextval = self.source.__next__() + tmp = self.function(nextval, self.kwargs) + if tmp: + nextval[self.name] = tmp + return nextval + + +class DictStreamEnrichIntoIterator(DictStreamIterator): + def __init__(self, source, name, function, **kwargs): + self.source = source + self.name = name + self.function = function + self.kwargs = kwargs + + def __next__(self): + nextval = self.source.__next__() + tmp = self.function(nextval, self.kwargs) + if tmp: + if self.name not in nextval: + nextval[self.name] = {} + for key, value in tmp.items(): + nextval[self.name][key] = value + return nextval + +class DictStreamDistributionIterator(DictStreamIterator): + def __init__(self, source, indent=None): + self.source = source + self.dist = dict() + self.total = 0 + self.indent = indent + + def __iter__(self): + return self + + def __next__(self): + try: + obj = self.source.__next__() + value = pickle.dumps(obj) + self.key = tuple(obj.keys()) + if value in self.dist: + self.dist[value] += 1 + else: + self.dist[value] = 1 + self.total += 1 + except StopIteration: + output = list() + + for k, v in self.dist.iteritems(): + d = pickle.loads(k) + d["count"] = v + d["total"] = self.total + # d["fraction"] = v/self.total + output.append(d) + output.sort(key=lambda x: x["count"], reverse=True) + + for d in output: + json.dump(d, sys.stdout, indent=self.indent) + print("") + + raise StopIteration + + + + +""" +Dictionary Processor Classes +""" + + +class DictStreamProcessor(object): + def __init__(self, indent=None): + self.obj_set = list() + self.indent = indent + + def main_process(self, obj): + self.obj_set.append(obj) + + def pre_process(self, context=None): + self.context = context + + def post_process(self, proc=None): + if proc: + proc.pre_process(self.context) + for obj in self.obj_set: + proc.main_process(obj) + proc.post_process() + else: + for obj in self.obj_set: + try: + json.dump(obj, sys.stdout, indent=self.indent) + print("") + except IOError: + # Broken pipe, exit loop + break + + +class DictStreamGroupProcessor(DictStreamProcessor): + def __init__(self, fpobj, field): + self.fpobj = fpobj + self.dict = dict() + self.field = field + self.template = SleuthTemplateDict(field) + + def main_process(self, obj): + value = pickle.dumps(self.template.copy_selected_elements(self.template.template, obj)) + + if value not in self.dict: + self.dict[value] = copy.deepcopy(self.fpobj) + self.dict[value].pre_process([self.field, value]) + + self.dict[value].main_process(obj) + + def post_process(self, proc=None): + if self.context: + print(self.context) + + for k, v in self.dict.items(): + v.post_process(copy.deepcopy(proc)) + + +class DictStreamSumProcessor(DictStreamProcessor): + def __init__(self, sumvars, indent=None): + self.sums = dict() + self.fixed_fields = dict() + self.total = 0 + self.sumvars = sumvars + self.indent = indent + + def main_process(self, obj): + self.key = tuple(obj.keys()) + + for k, v in obj.iteritems(): + if k in self.sumvars: + if k in self.sums: + if isinstance(v, int): + self.sums[k] += v + elif isinstance(v, list): + self.sums[k] = map(sum, zip(v, self.sums[k])) + else: + self.sums[k] = v + else: + if k not in self.fixed_fields: + self.fixed_fields[k] = set() + self.fixed_fields[k].add(v) + self.total += 1 + + def post_process(self): + d = dict() + for k, v in self.fixed_fields.iteritems(): + if len(v) == 1: + d[k] = list(v)[0] + else: + d[k] = list(v) + for k, v in self.sums.iteritems(): + for i, x in enumerate(list(self.key)): + if x in self.sums: + d[x] = self.sums[x] + + # NOTE: sum_over might interfere with --dist + d["sum_over"] = self.total + json.dump(d, sys.stdout, indent=self.indent) + print("") + + +class DictStreamDistributionProcessor(DictStreamProcessor): + def __init__(self, indent=None): + self.dist = dict() + self.total = 0 + self.indent = indent + + def main_process(self, obj): + value = pickle.dumps(obj) + self.key = tuple(obj.keys()) + if value in self.dist: + self.dist[value] += 1 + else: + self.dist[value] = 1 + self.total += 1 + + def post_process(self): + output = list() + + for k, v in self.dist.iteritems(): + d = pickle.loads(k) + d["count"] = v + d["total"] = self.total + # d["fraction"] = v/self.total + output.append(d) + output.sort(key=lambda x: x["count"], reverse=True) + + for d in output: + json.dump(d, sys.stdout, indent=self.indent) + print("") + + +""" +Sleuth Utility Classes +""" + + +class SleuthTemplateDict(object): + def __init__(self, elements): + whitespace_pattern = re.compile(r'\s+') + elements = re.sub(whitespace_pattern, '', elements) + self.template = self.string_to_template_object(elements) + + def string_to_template_object(self, s): + t = '{' + needArg = False + for x in re.split('([\{\}\[\],])', s): + if x == '': + pass + elif x == '{' or x == '[': + t += x + needArg = False + elif x == '}' or x == ']' or x == ',': + if needArg: + t += "None" + needArg = False + t += x + else: + t += 'u\'' + x + '\':' + needArg = True + if needArg: + t += "None" + t += '}' + #print("t: " + t) + return eval(t) + + def copy_selected_elements(self, tmplDict, obj): + outDict = dict() + for k, v in tmplDict.items(): + if k in obj: + if isinstance(v, list): + obj_list = obj[k] + if obj_list: + outDict[k] = list() + for x in obj_list: + for y in v: + tmp = self.copy_selected_elements(y, x) + if tmp: + outDict[k].append(tmp) + if not outDict[k]: + outDict = {} + elif isinstance(v, dict): + tmp = self.copy_selected_elements(v, obj[k]) + if tmp: + outDict[k] = tmp + else: + if v: + if obj[k] == v: + outDict[k] = obj[k] + else: + outDict[k] = obj[k] + if outDict: + return outDict + else: + return None + + def get_selected_element(self, tmplDict, obj): + outDict = dict() + for k, v in tmplDict.items(): + if k in obj: + if isinstance(v, list): + obj_list = obj[k] + if obj_list: + outDict[k] = list() + if v: + for x in obj_list: + for y in v: + tmp = self.get_selected_element(y, x) + if tmp: + outDict[k].append(tmp) + else: + outDict[k] = obj[k] + if not outDict[k]: + outDict = {} + elif isinstance(v, dict): + tmp = self.get_selected_element(v, obj[k]) + if tmp: + outDict[k] = tmp + else: + if v: + if obj[k] == v: + outDict[k] = obj[k] + else: + outDict[k] = obj[k] + if outDict: + return outDict + else: + return None + + def normalize_selected_elements(self, tmplDict, obj): + if not obj: + return {} + for k, v in tmplDict.items(): + if k in obj: + if isinstance(v, list): + obj_list = obj[k] + if obj_list: + for x in obj_list: + for y in v: + self.normalize_selected_elements(y, x) + elif isinstance(v, dict): + self.normalize_selected_elements(v, obj[k]) + else: + obj[k] = None + return obj + + def apply_to_selected_elements(self, tmplDict, obj, func): + if not obj: + return {} + for k, v in tmplDict.items(): + if k in obj: + if isinstance(v, list): + obj_list = obj[k] + if obj_list: + for x in obj_list: + for y in v: + self.apply_to_selected_elements(y, x, func) + elif isinstance(v, dict): + self.apply_to_selected_elements(v, obj[k], func) + else: + obj[k] = func(obj[k]) + return obj + + +# fnmatch +# * matches everything +# ? matches any single character +# [seq] matches any character in seq *** DOES NOT WORK YET *** +# [!seq] matches any character not in seq *** DOES NOT WORK YET *** + + +class SimplePredicate(object): + def __init__(self, elements): + self.flowset = [] + if elements: + tokens = re.split('([=<>~])', elements) + self.template = SleuthTemplateDict(tokens[0]) + self.op = tokens[1] + self.arg = tokens[2] + + if self.arg.isdigit(): + self.arg = int(self.arg) + else: + try: + self.arg = float(self.arg) + except: + pass + + self.matchAll = False + else: + self.matchAll = True + + def eval(self, flow): + # print('flow: ' + str(flow)) + # print('op: ' + str(self.op)) + # print('arg: ' + str(self.arg)) + + # If flow is list, match any element in it + if isinstance(flow, list): + listMatch = False + if flow: + for x in flow: + if isinstance(x, dict): + x = x.values()[0] + if self.eval(x): + listMatch = True + else: + if self.eval(x): + listMatch = True + return listMatch + elif isinstance(flow, dict): + # print('dict flow: ' + str(flow)) + + x = list(flow.values())[0] + return self.eval(x) + + if self.op == '=': + if self.arg == '*': + return True + elif isinstance(self.arg, int): + return self.arg == flow + else: + # print('------------------') + # print('flow: ' + str(flow)) + # print('arg: ' + str(self.arg) + return fnmatch.fnmatch(flow, self.arg) + elif self.op == '~': + if self.arg == '*': + return False + elif isinstance(self.arg, int): + return self.arg != flow + else: + return not fnmatch.fnmatch(flow, self.arg) + elif self.op == '>': + return flow > self.arg + elif self.op == '<': + return flow < self.arg + + def match(self, flow): + if self.matchAll is True: + return True + else: + output = self.template.get_selected_element(self.template.template, flow) + if output: + return self.eval(list(output.values())[0]) + else: + if self.op == '~' and self.arg == '*': + # True because element is absent from flow + return True + return False + + +class AndFilter: + def __init__(self, L, R): + self.L = L + self.R = R + + def match(self, flow): + return self.L.match(flow) & self.R.match(flow) + + +class OrFilter: + def __init__(self, L, R): + self.L = L + self.R = R + + def match(self, flow): + return self.L.match(flow) | self.R.match(flow) + + +def predicate_from_postfix(tokens): + stack = list() + + for t in tokens: + if t == ',': + if len(stack) > 1: + stack.append(AndFilter(stack.pop(), stack.pop())) + elif t == '|': + if len(stack) > 1: + stack.append(OrFilter(stack.pop(), stack.pop())) + else: + stack.append(SimplePredicate(t)) + + return stack.pop() + + +def infix_to_postfix(s): + """ + Tokenize s into operators (',' or '|') and predicates, then + convert token list to postfix output. + :param s: + :return: + """ + # Operator precedence + prec = {'|': 3, ',': 2, '(': 1} + + # Remove whitespace from input string + s = s.replace(' ', '') + + stack = list() + output = [] + for t in re.findall("[\w><=~.*\{\}\[\]?\-+]+|[\(,|\)]", s): + if '>' in t or '<' in t or '=' in t or '~' in t: + output.append(t) + elif t == '(': + stack.append(t) + elif t == ')': + topToken = stack.pop() + while topToken != '(': + output.append(topToken) + topToken = stack.pop() + else: + while (not stack == []) and (prec[stack[-1]] >= prec[t]): + output.append(stack.pop()) + stack.append(t) + while stack: + output.append(stack.pop()) + return output + + +class SleuthPredicate(object): + def __init__(self, pred): + if pred: + self.pred = predicate_from_postfix(infix_to_postfix(pred)) + else: + self.pred = None + + def match(self, flow): + if self.pred: + return self.pred.match(flow) + else: + return True + + +class SleuthFileType(object): + def __init__(self, filename): + self.filename = filename + + def is_gz(self): + magic = "\x1f\x8b\x08" + + with open(self.filename) as f: + data = f.read(len(magic)) + + if 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zm!6r&LgJkao%#nia&ql=rBFHTAq=%&gf8~mtzZ8$Ox_52Z27+n;Z2VTZJ^k(yk7Ed zL&ecq)3SwUvi?u(y}aHF?=0M0*u{2r3h~d6AVL{MxU@|gn6E2&|3~(Qm1190iH)yh zEVwz#8-2y@|7Wck2iDa7rkV4Miv1ygNU1`c?dsK17}ma0+Od6bdkH@b+n2Tv$SX4; zoPwUO49bvb&fZ6(g>9K?$=E3D--v=mDFIYUE;t2#8~A(H1=p=S>#m5Ewdl{ei}!@U z{%xHe=L8yjS83r7p6u?XOD2n|mCl~~-17&Ydu!LuP)zlyb5A~T{)wft=XMM(of|ms ze^amhp-#WAlg)JBvr-1$`x$?bdvw!?K|*{MLr0Tfb>MHxo0yq#c=<1Qp4sVd^D~Be z$<(C(FICo%PQu8sBDQ+gZAskh$H&xVTnkivRwC49!kh=Pa3fsyFzH@yQBo|#Uo;?FM z&P3xPxHtuntPLNlSzZ0%h1yF$pnyad*d+drTCEYLC2hYrg!RJ+7sHSZkts% z=`ct&GMMyWW5mvgwq(kqRKmV*Q&KyE`}>WW5C<~@FOsOqO0@USsK;#;A}R#93chmM z1L#riwr4lIf~gO8(1M~l$86#Q1soj)9I>^I;b@5R()A*CcoxYLfwG>p0u2RumErs|n$a zYzHr0cHS1zdX_Uz72{4eCqB&Ochp8LoIx}5=&P{E@Y@FBsI_Jn-9-EUZ#8u+dwA@1 z9B%%5RrSwxN>q9qdEaYU=>RX|mA+8h+m1(8<9!tt`+$AQx<-N1%N_|YH0i8ah(>0xJS^bYmMd4#8DrHuGij60$U#rF>Leyw67P-d@=x4Fm-_t+TzplTxznf!C z|Jwd1`ycAx*gx3+X#cOKI{Hubb@p`@`-|K9#nJw<{C!~mf8*vYdwhJQ;IDM#z5V~~ z-o0 Date: Mon, 1 Apr 2024 17:38:12 +0800 Subject: [PATCH 7/9] Delete sleuth_pkg/api_joy.py --- sleuth_pkg/api_joy.py | 308 ------------------------------------------ 1 file changed, 308 deletions(-) delete mode 100644 sleuth_pkg/api_joy.py diff --git a/sleuth_pkg/api_joy.py b/sleuth_pkg/api_joy.py deleted file mode 100644 index a235c449..00000000 --- a/sleuth_pkg/api_joy.py +++ /dev/null @@ -1,308 +0,0 @@ -""" - * - * Copyright (c) 2018 Cisco Systems, Inc. - * All rights reserved. - * - * Redistribution and use in source and binary forms, with or without - * modification, are permitted provided that the following conditions - * are met: - * - * Redistributions of source code must retain the above copyright - * notice, this list of conditions and the following disclaimer. - * - * Redistributions in binary form must reproduce the above - * copyright notice, this list of conditions and the following - * disclaimer in the documentation and/or other materials provided - * with the distribution. - * - * Neither the name of the Cisco Systems, Inc. nor the names of its - * contributors may be used to endorse or promote products derived - * from this software without specific prior written permission. - * - * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS - * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE - * COPYRIGHT HOLDERS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, - * INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES - * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR - * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) - * HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, - * STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) - * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED - * OF THE POSSIBILITY OF SUCH DAMAGE. - * -""" -import os -import sys -import subprocess -import collections -import copy -import gzip -import bz2 -from .sleuth import DictStreamIteratorFromFile -from .sleuth import DictStreamIterator -from .sleuth import SleuthFileType -from .sleuth import DictStreamProcessor -from .sleuth import DictStreamFilterIterator -from .sleuth import SleuthPredicate - - -class FlowIteratorFromFile(DictStreamIteratorFromFile): - """ - Create a new DictIterator instance from the given input file. - This allows iteration over all JSON objects within the file. - """ - - def __init__(self, stdin=None, file_name=None): - if not stdin and not file_name: - raise ValueError("api_error: need stdin or file_name") - - if file_name: - self.pcap_loader = PcapLoader(file=file_name) - - super(FlowIteratorFromFile, self).__init__(stdin=stdin, - file_name=file_name, - skip_lines=['version']) - - def _cleanup(self): - """ - Overrides parent. - Close any resources that are still open. - :return: - """ - try: - self.f.close() - except IOError: - pass - - try: - self.pcap_loader.cleanup() - except AttributeError: - pass - - def _load_file(self): - """ - Overrides parent. - If the file given is a PCAP, it will first be run through Joy - in order to generate the necessary JSON output for use here. - :return: - """ - if self.stdin: - self.f = self.stdin - elif self.file_name: - if self.pcap_loader.is_pcap(): - # Run Joy to generate some JSON for use in this script. - self.pcap_loader.run() - # Open the json file that was just made. - ft = SleuthFileType(self.pcap_loader.temp_json['file']) - if ft.is_gz(): - self.f = gzip.open(self.pcap_loader.temp_json['file'], 'r') - elif ft.is_bz2(): - self.f = bz2.BZ2File(self.pcap_loader.temp_json['file'], 'r') - else: - self.f = open(self.pcap_loader.temp_json['file'], 'r') - else: - ft = SleuthFileType(self.file_name) - if ft.is_gz(): - self.f = gzip.open(self.file_name, 'r') - elif ft.is_bz2(): - self.f = bz2.BZ2File(self.file_name, 'r') - else: - self.f = open(self.file_name, 'r') - - -class FlowStitchIterator(DictStreamIterator): - def __init__(self, source): - self.source = source - self.active_flows = collections.OrderedDict() - - for f in source: - key = (f['sa'], f['da'], f['sp'], f['dp'], f['pr']) - revkey = (f['da'], f['sa'], f['dp'], f['sp'], f['pr']) - if key in self.active_flows: - self.active_flows[key] = self.merge(self.active_flows[key], f) - elif revkey in self.active_flows: - self.active_flows[revkey] = self.merge_reverse(self.active_flows[revkey], f) - else: - self.active_flows[key] = f - - self.flows = iter(self.active_flows.values()) - - def __next__(self): - return self.flows.__next__() - - # merge f2 into f1, where both flows are in the same direction, and - # f1 precedes f2 (f1.ts < f2.ts) - # - def merge(self, f1, f2): - for k, v in f2.items(): - if k not in f1: - f1[k] = f2[k] - else: - if k == 'time_end': - f1[k] = max(f1[k], f2[k]) - elif k == 'num_pkts_in' or k == 'bytes_in': - f1[k] += f2[k] - elif k == 'num_pkts_out' or k == 'bytes_out': - f1[k] += f2[k] - elif k == 'byte_dist': - for i, e in enumerate(f2[k]): - f1[k][i] += e - else: - pass - return f1 - - # merge f2 into f1, where f2 is in the reverse direction to f1, and - # f1 precedes f2 (f1.ts < f2.ts) - # - def merge_reverse(self, f1, f2): - for k, v in f2.items(): - if k not in f1: - if k == 'num_pkts_out': - f1['num_pkt_in'] += f2[k] - elif k == 'bytes_out': - f1['bytes_in'] += f2[k] - else: - f1[k] = f2[k] - else: - if k == 'time_end': - f1[k] = max(f1[k], f2[k]) - elif k == 'num_pkts_in': - f1[k] += f2['bytes_out'] - elif k == 'num_pkts_out': - f1[k] += f2['bytes_in'] - elif k == 'byte_dist': - for i, e in enumerate(f2[k]): - f1[k][i] += e - else: - pass - return f1 - -class DNSLinkedFlowEnrichIterator(DictStreamIterator): - """ - Enriches flow objects with the DNS name used to look up the address, if any - """ - def __init__(self, source): - self.source = source - self.dns = {} - - def __iter__(self): - return self - - def __next__(self): - flow = self.source.__next__() - # - # if flow is not dns, check cache for response returning destination address - # - if 'dns' not in flow: - da = flow['da'] - if da in self.dns: - flow['linked_dns'] = self.dns[da] - return flow - # - # flow is dns, so add (address, response) tuples into cache - # - value = { 'dns': flow['dns'], 'server_addr': flow['da'], 'time': flow['time_start'] } - for packet in flow['dns']: - if 'rr' in packet: - rr = packet['rr'] - for record in rr: - if 'a' in record: - a = record['a'] - self.dns[a] = value - return flow - - -class PcapLoader: - """ - Helper to operate on PCAP files directly - """ - - def __init__(self, file): - self.file = file - self.temp_json = {'file': None, 'created': False} - - def cleanup(self): - """ - Delete the temporary JSON file that was created. - :return: - """ - if self.temp_json['created'] is True: - try: - os.remove(self.temp_json['file']) - except OSError: - pass - - def is_pcap(self): - """ - Determine whether a file is pcap. - :return: True if pcap file, False otherwise - """ - if self.file.endswith('.pcap'): - return True - else: - # Look inside the file and check for pcap magic number - if sys.byteorder == 'little': - magic_number = bytearray.fromhex('d4 c3 b2 a1') - else: - magic_number = bytearray.fromhex('a1 b2 c3 d4') - - with open(self.file, 'rb') as f: - ba = bytearray(f.readline()) - - if ba[:4] == magic_number: - return True - else: - return False - - def run(self): - """ - Run Joy with the pcap file as input. - The json output will then be operated upon in this program (sleuth). - A temporary json file (temp-sleuth.json.gz) will be written to the user's "home" directory. - Use the function cleanup() within this class to delete the file before program exit. - :return: - """ - cur_dir = os.getcwd() - temp_json_dir = os.path.expanduser('~') - temp_json_filename = 'temp-sleuth.json.gz' - self.temp_json['file'] = os.path.join(temp_json_dir, temp_json_filename) - - enabled_features = ['bidir=1', 'http=1', 'tls=1', 'dns=1', - 'ssh=1', 'entropy=1', 'payload=1', 'ppi=1', 'fpx=1'] - - # Construct the commands - command = ['joy', 'outdir=' + temp_json_dir, 'output=' + temp_json_filename] - command += enabled_features - command.append(os.path.join(cur_dir, self.file)) - - command_local = copy.deepcopy(command) - command_local[0] = './joy' - - command_source = copy.deepcopy(command) - command_source[0] = './bin/joy' - - try: - subprocess.call(command) - except OSError as e: - if e.errno == os.errno.ENOENT: - # Look within the same directory where sleuth lives. - try: - subprocess.call(command_local) - except OSError as ee: - if ee.errno == os.errno.ENOENT: - # Look in typical source location - try: - subprocess.call(command_source) - except OSError as eee: - if eee.errno == os.errno.ENOENT: - print('\033[91m' + 'error: could not locate "joy" executable. exiting.' + '\033[0m') - sys.exit(1) - else: - raise - else: - raise - - # Set flag indicating the temporary JSON file was made. - self.temp_json['created'] = True From 3cd09e87a806674bd3943e384250c78985fb7f47 Mon Sep 17 00:00:00 2001 From: IcedLimeTea <113658584+IcedLimeTea@users.noreply.github.com> Date: Mon, 1 Apr 2024 17:38:21 +0800 Subject: [PATCH 8/9] Delete sleuth_pkg/sleuth.py --- sleuth_pkg/sleuth.py | 711 ------------------------------------------- 1 file changed, 711 deletions(-) delete mode 100644 sleuth_pkg/sleuth.py diff --git a/sleuth_pkg/sleuth.py b/sleuth_pkg/sleuth.py deleted file mode 100644 index 4a3643b4..00000000 --- a/sleuth_pkg/sleuth.py +++ /dev/null @@ -1,711 +0,0 @@ -""" - * - * Copyright (c) 2017 Cisco Systems, Inc. - * All rights reserved. - * - * Redistribution and use in source and binary forms, with or without - * modification, are permitted provided that the following conditions - * are met: - * - * Redistributions of source code must retain the above copyright - * notice, this list of conditions and the following disclaimer. - * - * Redistributions in binary form must reproduce the above - * copyright notice, this list of conditions and the following - * disclaimer in the documentation and/or other materials provided - * with the distribution. - * - * Neither the name of the Cisco Systems, Inc. nor the names of its - * contributors may be used to endorse or promote products derived - * from this software without specific prior written permission. - * - * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS - * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE - * COPYRIGHT HOLDERS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, - * INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES - * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR - * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) - * HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, - * STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) - * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED - * OF THE POSSIBILITY OF SUCH DAMAGE. - * -""" -import sys -import gzip -import bz2 -import json -import pickle -import copy -import re -import fnmatch - - -""" -Dictionary Iterator Classes -""" - - -class DictStreamIterator(object): - def __init__(self): - pass - - def __iter__(self): - return self - - def __next__(self): - n = dict() - return n - - -class DictStreamIteratorFromFile(DictStreamIterator): - """ - Create a new DictIterator instance from the given input file. - This allows iteration over all JSON objects within the file. - """ - def __init__(self, stdin=None, file_name=None, skip_lines=[]): - if not stdin and not file_name: - raise ValueError("api_error: need stdin or file_name") - - self.stdin = stdin - self.file_name = file_name - self.f = None - self.skip_lines = skip_lines - self.badLineCount = 0 - self.lineCount = 0 - - # Run any initialization functions - self._load_file() - - def _cleanup(self): - try: - self.f.close() - except IOError: - pass - - def _load_file(self): - if self.stdin: - self.f = self.stdin - elif self.file_name: - ft = SleuthFileType(self.file_name) - if ft.is_gz(): - self.f = gzip.open(self.file_name, 'r') - elif ft.is_bz2(): - self.f = bz2.BZ2File(self.file_name, 'r') - else: - self.f = open(self.file_name, 'r') - - def __next__(self): - while True: - try: - line = self.f.readline() - if line == '': - raise StopIteration - - tmp = json.loads(line) - - for key in self.skip_lines: - # Skip any line that contains a particular key - if key not in tmp: - self.lineCount += 1 - return tmp - except StopIteration: - sys.stderr.write("read " + str(self.lineCount) + " lines\n") - - if self.badLineCount > 0: - sys.stderr.write("warning: could not parse " + str(self.badLineCount) + " lines\n") - - self._cleanup() - raise - except: - # sys.stderr.write(line) - self.badLineCount += 1 - - -class DictStreamFilterIterator(DictStreamIterator): - def __init__(self, source, filter): - self.source = source - self.filter = filter - - def __next__(self): - """ - Find the next JSON object from source that matches the given filter - :return: - """ - tmp = self.source.__next__() - - while self.filter.match(tmp) is not True: - tmp = self.source.__next__() - - return tmp - - -class DictStreamSelectIterator(DictStreamIterator): - def __init__(self, source, elements): - self.source = source - self.template = SleuthTemplateDict(elements) - - def __next__(self): - while True: - tmp = self.source.__next__() - output = self.template.copy_selected_elements(self.template.template, tmp) - if output: - return output - - -class DictStreamNormalizeIterator(DictStreamIterator): - def __init__(self, source, elements): - self.source = source - self.template = SleuthTemplateDict(elements) - - def __next__(self): - tmp = self.source.__next__() - output = self.template.normalize_selected_elements(self.template.template, tmp) - - return output - -class DictStreamApplyIterator(DictStreamIterator): - def __init__(self, source, elements, func): - self.source = source - self.template = SleuthTemplateDict(elements) - self.func = func - - def __next__(self): - tmp = self.source.__next__() - output = self.template.apply_to_selected_elements(self.template.template, tmp, self.func) - - return output - - -class DictStreamEnrichIterator(DictStreamIterator): - def __init__(self, source, name, function, **kwargs): - self.source = source - self.name = name - self.function = function - self.kwargs = kwargs - - def __next__(self): - nextval = self.source.__next__() - tmp = self.function(nextval, self.kwargs) - if tmp: - nextval[self.name] = tmp - return nextval - - -class DictStreamEnrichIntoIterator(DictStreamIterator): - def __init__(self, source, name, function, **kwargs): - self.source = source - self.name = name - self.function = function - self.kwargs = kwargs - - def __next__(self): - nextval = self.source.__next__() - tmp = self.function(nextval, self.kwargs) - if tmp: - if self.name not in nextval: - nextval[self.name] = {} - for key, value in tmp.items(): - nextval[self.name][key] = value - return nextval - -class DictStreamDistributionIterator(DictStreamIterator): - def __init__(self, source, indent=None): - self.source = source - self.dist = dict() - self.total = 0 - self.indent = indent - - def __iter__(self): - return self - - def __next__(self): - try: - obj = self.source.__next__() - value = pickle.dumps(obj) - self.key = tuple(obj.keys()) - if value in self.dist: - self.dist[value] += 1 - else: - self.dist[value] = 1 - self.total += 1 - except StopIteration: - output = list() - - for k, v in self.dist.iteritems(): - d = pickle.loads(k) - d["count"] = v - d["total"] = self.total - # d["fraction"] = v/self.total - output.append(d) - output.sort(key=lambda x: x["count"], reverse=True) - - for d in output: - json.dump(d, sys.stdout, indent=self.indent) - print("") - - raise StopIteration - - - - -""" -Dictionary Processor Classes -""" - - -class DictStreamProcessor(object): - def __init__(self, indent=None): - self.obj_set = list() - self.indent = indent - - def main_process(self, obj): - self.obj_set.append(obj) - - def pre_process(self, context=None): - self.context = context - - def post_process(self, proc=None): - if proc: - proc.pre_process(self.context) - for obj in self.obj_set: - proc.main_process(obj) - proc.post_process() - else: - for obj in self.obj_set: - try: - json.dump(obj, sys.stdout, indent=self.indent) - print("") - except IOError: - # Broken pipe, exit loop - break - - -class DictStreamGroupProcessor(DictStreamProcessor): - def __init__(self, fpobj, field): - self.fpobj = fpobj - self.dict = dict() - self.field = field - self.template = SleuthTemplateDict(field) - - def main_process(self, obj): - value = pickle.dumps(self.template.copy_selected_elements(self.template.template, obj)) - - if value not in self.dict: - self.dict[value] = copy.deepcopy(self.fpobj) - self.dict[value].pre_process([self.field, value]) - - self.dict[value].main_process(obj) - - def post_process(self, proc=None): - if self.context: - print(self.context) - - for k, v in self.dict.items(): - v.post_process(copy.deepcopy(proc)) - - -class DictStreamSumProcessor(DictStreamProcessor): - def __init__(self, sumvars, indent=None): - self.sums = dict() - self.fixed_fields = dict() - self.total = 0 - self.sumvars = sumvars - self.indent = indent - - def main_process(self, obj): - self.key = tuple(obj.keys()) - - for k, v in obj.iteritems(): - if k in self.sumvars: - if k in self.sums: - if isinstance(v, int): - self.sums[k] += v - elif isinstance(v, list): - self.sums[k] = map(sum, zip(v, self.sums[k])) - else: - self.sums[k] = v - else: - if k not in self.fixed_fields: - self.fixed_fields[k] = set() - self.fixed_fields[k].add(v) - self.total += 1 - - def post_process(self): - d = dict() - for k, v in self.fixed_fields.iteritems(): - if len(v) == 1: - d[k] = list(v)[0] - else: - d[k] = list(v) - for k, v in self.sums.iteritems(): - for i, x in enumerate(list(self.key)): - if x in self.sums: - d[x] = self.sums[x] - - # NOTE: sum_over might interfere with --dist - d["sum_over"] = self.total - json.dump(d, sys.stdout, indent=self.indent) - print("") - - -class DictStreamDistributionProcessor(DictStreamProcessor): - def __init__(self, indent=None): - self.dist = dict() - self.total = 0 - self.indent = indent - - def main_process(self, obj): - value = pickle.dumps(obj) - self.key = tuple(obj.keys()) - if value in self.dist: - self.dist[value] += 1 - else: - self.dist[value] = 1 - self.total += 1 - - def post_process(self): - output = list() - - for k, v in self.dist.iteritems(): - d = pickle.loads(k) - d["count"] = v - d["total"] = self.total - # d["fraction"] = v/self.total - output.append(d) - output.sort(key=lambda x: x["count"], reverse=True) - - for d in output: - json.dump(d, sys.stdout, indent=self.indent) - print("") - - -""" -Sleuth Utility Classes -""" - - -class SleuthTemplateDict(object): - def __init__(self, elements): - whitespace_pattern = re.compile(r'\s+') - elements = re.sub(whitespace_pattern, '', elements) - self.template = self.string_to_template_object(elements) - - def string_to_template_object(self, s): - t = '{' - needArg = False - for x in re.split('([\{\}\[\],])', s): - if x == '': - pass - elif x == '{' or x == '[': - t += x - needArg = False - elif x == '}' or x == ']' or x == ',': - if needArg: - t += "None" - needArg = False - t += x - else: - t += 'u\'' + x + '\':' - needArg = True - if needArg: - t += "None" - t += '}' - #print("t: " + t) - return eval(t) - - def copy_selected_elements(self, tmplDict, obj): - outDict = dict() - for k, v in tmplDict.items(): - if k in obj: - if isinstance(v, list): - obj_list = obj[k] - if obj_list: - outDict[k] = list() - for x in obj_list: - for y in v: - tmp = self.copy_selected_elements(y, x) - if tmp: - outDict[k].append(tmp) - if not outDict[k]: - outDict = {} - elif isinstance(v, dict): - tmp = self.copy_selected_elements(v, obj[k]) - if tmp: - outDict[k] = tmp - else: - if v: - if obj[k] == v: - outDict[k] = obj[k] - else: - outDict[k] = obj[k] - if outDict: - return outDict - else: - return None - - def get_selected_element(self, tmplDict, obj): - outDict = dict() - for k, v in tmplDict.items(): - if k in obj: - if isinstance(v, list): - obj_list = obj[k] - if obj_list: - outDict[k] = list() - if v: - for x in obj_list: - for y in v: - tmp = self.get_selected_element(y, x) - if tmp: - outDict[k].append(tmp) - else: - outDict[k] = obj[k] - if not outDict[k]: - outDict = {} - elif isinstance(v, dict): - tmp = self.get_selected_element(v, obj[k]) - if tmp: - outDict[k] = tmp - else: - if v: - if obj[k] == v: - outDict[k] = obj[k] - else: - outDict[k] = obj[k] - if outDict: - return outDict - else: - return None - - def normalize_selected_elements(self, tmplDict, obj): - if not obj: - return {} - for k, v in tmplDict.items(): - if k in obj: - if isinstance(v, list): - obj_list = obj[k] - if obj_list: - for x in obj_list: - for y in v: - self.normalize_selected_elements(y, x) - elif isinstance(v, dict): - self.normalize_selected_elements(v, obj[k]) - else: - obj[k] = None - return obj - - def apply_to_selected_elements(self, tmplDict, obj, func): - if not obj: - return {} - for k, v in tmplDict.items(): - if k in obj: - if isinstance(v, list): - obj_list = obj[k] - if obj_list: - for x in obj_list: - for y in v: - self.apply_to_selected_elements(y, x, func) - elif isinstance(v, dict): - self.apply_to_selected_elements(v, obj[k], func) - else: - obj[k] = func(obj[k]) - return obj - - -# fnmatch -# * matches everything -# ? matches any single character -# [seq] matches any character in seq *** DOES NOT WORK YET *** -# [!seq] matches any character not in seq *** DOES NOT WORK YET *** - - -class SimplePredicate(object): - def __init__(self, elements): - self.flowset = [] - if elements: - tokens = re.split('([=<>~])', elements) - self.template = SleuthTemplateDict(tokens[0]) - self.op = tokens[1] - self.arg = tokens[2] - - if self.arg.isdigit(): - self.arg = int(self.arg) - else: - try: - self.arg = float(self.arg) - except: - pass - - self.matchAll = False - else: - self.matchAll = True - - def eval(self, flow): - # print('flow: ' + str(flow)) - # print('op: ' + str(self.op)) - # print('arg: ' + str(self.arg)) - - # If flow is list, match any element in it - if isinstance(flow, list): - listMatch = False - if flow: - for x in flow: - if isinstance(x, dict): - x = x.values()[0] - if self.eval(x): - listMatch = True - else: - if self.eval(x): - listMatch = True - return listMatch - elif isinstance(flow, dict): - # print('dict flow: ' + str(flow)) - - x = list(flow.values())[0] - return self.eval(x) - - if self.op == '=': - if self.arg == '*': - return True - elif isinstance(self.arg, int): - return self.arg == flow - else: - # print('------------------') - # print('flow: ' + str(flow)) - # print('arg: ' + str(self.arg) - return fnmatch.fnmatch(flow, self.arg) - elif self.op == '~': - if self.arg == '*': - return False - elif isinstance(self.arg, int): - return self.arg != flow - else: - return not fnmatch.fnmatch(flow, self.arg) - elif self.op == '>': - return flow > self.arg - elif self.op == '<': - return flow < self.arg - - def match(self, flow): - if self.matchAll is True: - return True - else: - output = self.template.get_selected_element(self.template.template, flow) - if output: - return self.eval(list(output.values())[0]) - else: - if self.op == '~' and self.arg == '*': - # True because element is absent from flow - return True - return False - - -class AndFilter: - def __init__(self, L, R): - self.L = L - self.R = R - - def match(self, flow): - return self.L.match(flow) & self.R.match(flow) - - -class OrFilter: - def __init__(self, L, R): - self.L = L - self.R = R - - def match(self, flow): - return self.L.match(flow) | self.R.match(flow) - - -def predicate_from_postfix(tokens): - stack = list() - - for t in tokens: - if t == ',': - if len(stack) > 1: - stack.append(AndFilter(stack.pop(), stack.pop())) - elif t == '|': - if len(stack) > 1: - stack.append(OrFilter(stack.pop(), stack.pop())) - else: - stack.append(SimplePredicate(t)) - - return stack.pop() - - -def infix_to_postfix(s): - """ - Tokenize s into operators (',' or '|') and predicates, then - convert token list to postfix output. - :param s: - :return: - """ - # Operator precedence - prec = {'|': 3, ',': 2, '(': 1} - - # Remove whitespace from input string - s = s.replace(' ', '') - - stack = list() - output = [] - for t in re.findall("[\w><=~.*\{\}\[\]?\-+]+|[\(,|\)]", s): - if '>' in t or '<' in t or '=' in t or '~' in t: - output.append(t) - elif t == '(': - stack.append(t) - elif t == ')': - topToken = stack.pop() - while topToken != '(': - output.append(topToken) - topToken = stack.pop() - else: - while (not stack == []) and (prec[stack[-1]] >= prec[t]): - output.append(stack.pop()) - stack.append(t) - while stack: - output.append(stack.pop()) - return output - - -class SleuthPredicate(object): - def __init__(self, pred): - if pred: - self.pred = predicate_from_postfix(infix_to_postfix(pred)) - else: - self.pred = None - - def match(self, flow): - if self.pred: - return self.pred.match(flow) - else: - return True - - -class SleuthFileType(object): - def __init__(self, filename): - self.filename = filename - - def is_gz(self): - magic = "\x1f\x8b\x08" - - with open(self.filename) as f: - data = f.read(len(magic)) - - if data.startswith(magic): - return True - - return False - - def is_bz2(self): - magic = "\x42\x5a\x68" - - with open(self.filename) as f: - data = f.read(len(magic)) - - if data.startswith(magic): - return True - - return False From e96ccbebde6f1024f35d4b28831fbf7940e02f52 Mon Sep 17 00:00:00 2001 From: IcedLimeTea <113658584+IcedLimeTea@users.noreply.github.com> Date: Mon, 1 Apr 2024 17:38:37 +0800 Subject: [PATCH 9/9] for ubuntu20.04 and python3.8 --- sleuth_pkg/sleuth/api_joy.py | 1 + sleuth_pkg/sleuth/sleuth.py | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/sleuth_pkg/sleuth/api_joy.py b/sleuth_pkg/sleuth/api_joy.py index efd81bb0..a235c449 100644 --- a/sleuth_pkg/sleuth/api_joy.py +++ b/sleuth_pkg/sleuth/api_joy.py @@ -47,6 +47,7 @@ from .sleuth import DictStreamFilterIterator from .sleuth import SleuthPredicate + class FlowIteratorFromFile(DictStreamIteratorFromFile): """ Create a new DictIterator instance from the given input file. diff --git a/sleuth_pkg/sleuth/sleuth.py b/sleuth_pkg/sleuth/sleuth.py index 2ee1c3c5..4a3643b4 100644 --- a/sleuth_pkg/sleuth/sleuth.py +++ b/sleuth_pkg/sleuth/sleuth.py @@ -562,7 +562,7 @@ def eval(self, flow): return listMatch elif isinstance(flow, dict): # print('dict flow: ' + str(flow)) - # x = flow.values()[0] + x = list(flow.values())[0] return self.eval(x)

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