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"""
This script serializes the entire traffic dump, including websocket traffic,
as JSON, and either sends it to a URL or writes to a file. The serialization
format is optimized for Elasticsearch; the script can be used to send all
captured traffic to Elasticsearch directly.
Usage:
mitmproxy
--mode reverse:http://example.com/
-s examples/complex/jsondump.py
Configuration:
Send to a URL:
cat > ~/.mitmproxy/config.yaml <<EOF
dump_destination: "https://elastic.search.local/my-index/my-type"
# Optional Basic auth:
dump_username: "never-gonna-give-you-up"
dump_password: "never-gonna-let-you-down"
# Optional base64 encoding of content fields
# to store as binary fields in Elasticsearch:
dump_encodecontent: true
EOF
Dump to a local file:
cat > ~/.mitmproxy/config.yaml <<EOF
dump_destination: "/user/rastley/output.log"
EOF
"""
from threading import Lock, Thread
from queue import Queue
import base64
import json
import requests
from mitmproxy import ctx
FILE_WORKERS = 1
HTTP_WORKERS = 10
class JSONDumper:
"""
JSONDumper performs JSON serialization and some extra processing
for out-of-the-box Elasticsearch support, and then either writes
the result to a file or sends it to a URL.
"""
def __init__(self):
self.outfile = None
self.transformations = None
self.encode = None
self.url = None
self.lock = None
self.auth = None
self.queue = Queue()
def done(self):
self.queue.join()
if self.outfile:
self.outfile.close()
fields = {
'timestamp': (
('error', 'timestamp'),
('request', 'timestamp_start'),
('request', 'timestamp_end'),
('response', 'timestamp_start'),
('response', 'timestamp_end'),
('client_conn', 'timestamp_start'),
('client_conn', 'timestamp_end'),
('client_conn', 'timestamp_tls_setup'),
('server_conn', 'timestamp_start'),
('server_conn', 'timestamp_end'),
('server_conn', 'timestamp_tls_setup'),
('server_conn', 'timestamp_tcp_setup'),
),
'ip': (
('server_conn', 'source_address'),
('server_conn', 'ip_address'),
('server_conn', 'address'),
('client_conn', 'address'),
),
'ws_messages': (
('messages', ),
),
'headers': (
('request', 'headers'),
('response', 'headers'),
),
'content': (
('request', 'content'),
('response', 'content'),
),
}
def _init_transformations(self):
self.transformations = [
{
'fields': self.fields['headers'],
'func': dict,
},
{
'fields': self.fields['timestamp'],
'func': lambda t: int(t * 1000),
},
{
'fields': self.fields['ip'],
'func': lambda addr: {
'host': addr[0].replace('::ffff:', ''),
'port': addr[1],
},
},
{
'fields': self.fields['ws_messages'],
'func': lambda ms: [{
'type': m[0],
'from_client': m[1],
'content': base64.b64encode(bytes(m[2], 'utf-8')) if self.encode else m[2],
'timestamp': int(m[3] * 1000),
} for m in ms],
}
]
if self.encode:
self.transformations.append({
'fields': self.fields['content'],
'func': base64.b64encode,
})
@staticmethod
def transform_field(obj, path, func):
"""
Apply a transformation function `func` to a value
under the specified `path` in the `obj` dictionary.
"""
for key in path[:-1]:
if not (key in obj and obj[key]):
return
obj = obj[key]
if path[-1] in obj and obj[path[-1]]:
obj[path[-1]] = func(obj[path[-1]])
@classmethod
def convert_to_strings(cls, obj):
"""
Recursively convert all list/dict elements of type `bytes` into strings.
"""
if isinstance(obj, dict):
return {cls.convert_to_strings(key): cls.convert_to_strings(value)
for key, value in obj.items()}
elif isinstance(obj, list) or isinstance(obj, tuple):
return [cls.convert_to_strings(element) for element in obj]
elif isinstance(obj, bytes):
return str(obj)[2:-1]
return obj
def worker(self):
while True:
frame = self.queue.get()
self.dump(frame)
self.queue.task_done()
def dump(self, frame):
"""
Transform and dump (write / send) a data frame.
"""
for tfm in self.transformations:
for field in tfm['fields']:
self.transform_field(frame, field, tfm['func'])
frame = self.convert_to_strings(frame)
if self.outfile:
self.lock.acquire()
self.outfile.write(json.dumps(frame) + "\n")
self.lock.release()
else:
requests.post(self.url, json=frame, auth=(self.auth or None))
@staticmethod
def load(loader):
"""
Extra options to be specified in `~/.mitmproxy/config.yaml`.
"""
loader.add_option('dump_encodecontent', bool, False,
'Encode content as base64.')
loader.add_option('dump_destination', str, 'jsondump.out',
'Output destination: path to a file or URL.')
loader.add_option('dump_username', str, '',
'Basic auth username for URL destinations.')
loader.add_option('dump_password', str, '',
'Basic auth password for URL destinations.')
def configure(self, _):
"""
Determine the destination type and path, initialize the output
transformation rules.
"""
self.encode = ctx.options.dump_encodecontent
if ctx.options.dump_destination.startswith('http'):
self.outfile = None
self.url = ctx.options.dump_destination
ctx.log.info('Sending all data frames to %s' % self.url)
if ctx.options.dump_username and ctx.options.dump_password:
self.auth = (ctx.options.dump_username, ctx.options.dump_password)
ctx.log.info('HTTP Basic auth enabled.')
else:
self.outfile = open(ctx.options.dump_destination, 'a')
self.url = None
self.lock = Lock()
ctx.log.info('Writing all data frames to %s' % ctx.options.dump_destination)
self._init_transformations()
for i in range(FILE_WORKERS if self.outfile else HTTP_WORKERS):
t = Thread(target=self.worker)
t.daemon = True
t.start()
def response(self, flow):
"""
Dump request/response pairs.
"""
self.queue.put(flow.get_state())
def error(self, flow):
"""
Dump errors.
"""
self.queue.put(flow.get_state())
def websocket_end(self, flow):
"""
Dump websocket messages once the connection ends.
Alternatively, you can replace `websocket_end` with
`websocket_message` if you want the messages to be
dumped one at a time with full metadata. Warning:
this takes up _a lot_ of space.
"""
self.queue.put(flow.get_state())
addons = [JSONDumper()] # pylint: disable=invalid-name
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