first commit

.gitignore

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+flows
+__pycache__
+ass.yaml
+lisek.swagger.yml

.vscode/launch.json

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+{
+    // Use IntelliSense to learn about possible attributes.
+    // Hover to view descriptions of existing attributes.
+    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+    "version": "0.2.0",
+    "configurations": [
+        {
+            "name": "Python: mitmproxy2swagger.py",
+            "type": "python",
+            "request": "launch",
+            "program": "${workspaceRoot}/mitmproxy2swagger.py",
+            "cwd": "${workspaceRoot}",
+            "args": ["-i", "flows/flows_lisek_filtered", "-o", "ass.yaml", "-p", "https://api2.lisek.app/api"],
+            "console": "integratedTerminal",
+            "justMyCode": true
+        }
+    ]
+}

README.md

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+# mitmproxy2swagger
+
+A tool for automatically converting [mitmproxy](https://mitmproxy.org/) captures to [OpenAPI 3.0](https://swagger.io/specification/) specifications. This means that you can automatically reverse-engineer REST APIs by just running the apps and capturing the traffic.
+
+## Installation
+
+```bash
+$ pip install mitmproxy ruamel.yaml
+```
+
+Then clone the repo and run `mitmproxy2swagger.py` as per examples below.
+
+## Usage
+
+To create a specification by inspecting HTTP traffic you will need to:
+
+1. Capture the traffic by using the mitmproxy tool. I personally recommend using mitmweb, which is a web interface built-in to mitmproxy.
+
+    ```bash
+    $ mitmweb
+    Web server listening at http://127.0.0.1:8081/
+    Proxy server listening at http://*:9999
+    ...
+    ```
+    **IMPORTANT**
+
+    To configure your client to use the proxy exposed by mitm proxy, please consult the [mitmproxy documentation](https://docs.mitmproxy.org/stable/) for more information.
+
+2. Save the traffic to a flow file.
+
+    In mitmweb you can do this by using the "File" menu and selecting "Save":
+    
+    ![](./docs/mitmweb_save.png)
+
+3. Run the first pass of mitmproxy2swagger:
+
+    ```bash
+    $ ./mitmproxy2swagger.py -i <path_to_mitmptoxy_flow> -o <path_to_output_schema> -p <api_prefix>
+    ```
+
+    Please note that you can use an existing schema, in which case the existing schema will be extended with the new data. You can also run it a few times with different flow captures, the captured data will be safely merged.
+
+    `<api_prefix>` is the base url of the API you wish to reverse-engineer. You will need to obtain it by observing the requests being made in mimtproxy.
+
+    For example if an app has made requests like these:
+
+    ```
+    https://api.example.com/v1/login
+    https://api.example.com/v1/users/2
+    https://api.example.com/v1/users/2/profile
+    ```
+
+    The likely prefix is `https://api.example.com/v1`.
+
+4. Running the first pass should have created a section in the schema file like this:
+
+    ```yaml
+    x-path-templates:
+    # Remove the ignore: prefix to generate an endpoint with its URL
+    # Lines that are closer to the top take precedence, the matching is greedy
+    - ignore:/addresses
+    - ignore:/basket
+    - ignore:/basket/add
+    - ignore:/basket/checkouts
+    - ignore:/basket/coupons/attach/{id}
+    - ignore:/basket/coupons/attach/104754
+    ```
+
+    You should edit the schema file with a text editor and remove the `ignore:` prefix from the paths you wish to be generated. You can also adjust the parameters appearing in the paths.
+
+5. Run the second pass of mitmproxy2swagger:
+
+    ```bash
+    $ ./mitmproxy2swagger.py -i <path_to_mitmptoxy_flow> -o <path_to_output_schema> -p <api_prefix> [--examples]
+    ```
+
+    Run the command a second time (with the same schema file). It will pick up the edited lines and generate endpoint descriptions. 
+
+    Please note that mitmproxy2swagger will not overwrite existing endpoint descriptions, if you want to overwrite them, you can delete them before running the second pass.
+
+    Passing `--examples` will add example data to to requests and responses. Take caution when using this option, as it may add sensitive data (tokens, passwords, personal information etc.) to the schema.
+
+## Example output
+
+See the [examples](./examples/). You will find a generated schema there and a html file with the generated documentation (via [redoc-cli](https://www.npmjs.com/package/redoc-cli)).
+
+## License
+MIT
+

mitmproxy2swagger.py

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+#!/usr/bin/env python
+"""
+Converts a mitmproxy dump file to a swagger schema.
+"""
+from email import header
+from mitmproxy import io as iom, http
+from mitmproxy.exceptions import FlowReadException
+import pprint
+import sys
+import io
+import json
+import os
+import argparse
+import ruamel.yaml
+import re
+import swagger_util
+
+
+parser = argparse.ArgumentParser(
+    description='Converts a mitmproxy dump file to a swagger schema.')
+parser.add_argument(
+    '-i', '--input', help='The input mitmproxy dump file', required=True)
+parser.add_argument(
+    '-o', '--output', help='The output swagger schema file (yaml). If it exists, new endpoints will be added', required=True)
+parser.add_argument('-p', '--api-prefix', help='The api prefix', required=True)
+parser.add_argument('-e', '--examples', action='store_true',
+                    help='Include examples in the schema. This might expose sensitive information.')
+args = parser.parse_args()
+
+yaml = ruamel.yaml.YAML()
+
+swagger = None
+
+# try loading the existing swagger file
+try:
+    with open(args.output, 'r') as f:
+        swagger = yaml.load(f)
+except FileNotFoundError:
+    print("No existing swagger file found. Creating new one.")
+    pass
+if swagger is None:
+    swagger = ruamel.yaml.comments.CommentedMap({
+        "openapi": "3.0.0",
+        "info": {
+            "title":  args.input + " Mitmproxy2Swagger",
+            "version": "1.0.0"
+        },
+    })
+# strip the trailing slash from the api prefix
+args.api_prefix = args.api_prefix.rstrip('/')
+
+if not 'servers' in swagger or swagger['servers'] is None:
+    swagger['servers'] = []
+# add the server if it doesn't exist
+if not any(server['url'] == args.api_prefix for server in swagger['servers']):
+    swagger['servers'].append({
+        "url": args.api_prefix,
+        "description": "The default server"
+    })
+if not 'paths' in swagger or swagger['paths'] is None:
+    swagger['paths'] = {}
+if 'x-path-templates' not in swagger or swagger['x-path-templates'] is None:
+    swagger['x-path-templates'] = []
+
+path_templates = []
+for path in swagger['paths']:
+    path_templates.append(path)
+# also add paths from the the x-path-templates array
+if 'x-path-templates' in swagger and swagger['x-path-templates'] is not None:
+    for path in swagger['x-path-templates']:
+        path_templates.append(path)
+
+# new endpoints will be added here so that they can be added as comments in the swagger file
+new_path_templates = []
+
+
+def path_to_regex(path):
+    # replace the path template with a regex
+    path = path.replace('{', '(?P<')
+    path = path.replace('}', '>[^/]+)')
+    path = path.replace('*', '.*')
+    path = path.replace('/', '\/')
+    return "^" + path + "$"
+
+
+def strip_query_string(path):
+    # remove the query string from the path
+    return path.split('?')[0]
+
+
+def set_key_if_not_exists(dict, key, value):
+    if key not in dict:
+        dict[key] = value
+
+
+path_template_regexes = [re.compile(path_to_regex(path))
+                         for path in path_templates]
+
+
+with open(args.input, 'rb') as logfile:
+    logfile_size = os.path.getsize(args.input)
+    freader = iom.FlowReader(logfile)
+
+    pp = pprint.PrettyPrinter(indent=4)
+    try:
+        for f in freader.stream():
+            sys.stdout.write("Progress {0:.2f}%%\r".format(
+                (logfile.tell() / logfile_size * 100)))
+            # print(f)
+            if isinstance(f, http.HTTPFlow):
+                if not f.request.url.startswith(args.api_prefix):
+                    continue
+                # strip the api prefix from the url
+                url = f.request.url[len(args.api_prefix):]
+                method = f.request.method.lower()
+                path = strip_query_string(url)
+                if f.response is None:
+                    print("[WARN] No response for " + url)
+                    continue
+                status = f.response.status_code
+
+                # check if the path matches any of the path templates, and save the index
+                path_template_index = None
+                for i, path_template_regex in enumerate(path_template_regexes):
+                    if path_template_regex.match(path):
+                        path_template_index = i
+                        break
+                if path_template_index is None:
+                    if path in new_path_templates:
+                        continue
+                    new_path_templates.append(path)
+                    continue
+
+                path_template_to_set = path_templates[path_template_index]
+                set_key_if_not_exists(
+                    swagger['paths'], path_template_to_set, {})
+
+               
+                set_key_if_not_exists(swagger['paths'][path_template_to_set], method,  {
+                    'summary': swagger_util.path_template_to_endpoint_name(method, path_template_to_set),
+                  
+                    'responses': {}
+                })
+                params = swagger_util.url_to_params(url, path_template_to_set)
+                if params is not None and len(params) > 0:
+                    set_key_if_not_exists(swagger['paths'][path_template_to_set][method], 'parameters', params)
+                if method not in ['get', 'head']:
+                    body_val = None
+                    # try to parse the body as json
+                    try:
+                        body_val = json.loads(f.request.text)
+                    except json.decoder.JSONDecodeError:
+                        pass
+                    if body_val is not None:
+                        content_to_set = {
+                            'content': {
+                                'application/json': {
+                                    'schema': swagger_util.value_to_schema(body_val)
+                                }
+                            }
+                        }
+                        if args.examples:
+                            content_to_set['content']['application/json']['example'] = swagger_util.limit_example_size(
+                                body_val)
+                        set_key_if_not_exists(
+                            swagger['paths'][path_template_to_set][method], 'requestBody', content_to_set)
+                # try parsing the response as json
+                try:
+                    response_json = json.loads(f.response.text)
+                except json.decoder.JSONDecodeError:
+                    response_json = None
+                if response_json is not None:
+                    resp_data_to_set = {
+                        'description': f.response.reason,
+                        'content': {
+                            'application/json': {
+                                'schema': swagger_util.value_to_schema(response_json)
+                            }
+                        }
+                    }
+                    if args.examples:
+                        resp_data_to_set['content']['application/json']['example'] = swagger_util.limit_example_size(
+                            response_json)
+                    set_key_if_not_exists(swagger['paths'][path_template_to_set][method]['responses'], str(
+                        status), resp_data_to_set)
+
+    except FlowReadException as e:
+        print(f"Flow file corrupted: {e}")
+
+
+new_path_templates.sort()
+
+# add suggested path templates
+# basically inspects urls and replaces segments containing only numbers with a parameter
+new_path_templates_with_suggestions = []
+for idx, path in enumerate(new_path_templates):
+    # check if path contains number-only segments
+    segments = path.split('/')
+    if any(segment.isdigit() for segment in segments):
+        # replace digit segments with {id}, {id1}, {id2} etc
+        new_segments = []
+        param_id = 0
+        for segment in segments:
+            if segment.isdigit():
+                param_name = 'id' + str(param_id)
+                if param_id == 0:
+                    param_name = 'id'
+                new_segments.append('{' + param_name + '}')
+                param_id += 1
+            else:
+                new_segments.append(segment)
+        suggested_path = '/'.join(new_segments)
+        # prepend the suggested path to the new_path_templates list
+        if suggested_path not in new_path_templates_with_suggestions:
+            new_path_templates_with_suggestions.append(
+                "ignore:" + suggested_path)
+    new_path_templates_with_suggestions.append("ignore:" + path)
+
+# remove the ending comments not to add them twice
+
+# append the contents of new_path_templates_with_suggestions to swagger['x-path-templates']
+for path in new_path_templates_with_suggestions:
+    swagger['x-path-templates'].append(path)
+
+# remove elements already generated
+swagger['x-path-templates'] = [
+    path for path in swagger['x-path-templates'] if path not in swagger['paths']]
+
+# remove duplicates while preserving order
+def f7(seq):
+    seen = set()
+    seen_add = seen.add
+    return [x for x in seq if not (x in seen or seen_add(x))]
+swagger['x-path-templates'] = f7(swagger['x-path-templates'])
+
+swagger['x-path-templates'] = ruamel.yaml.comments.CommentedSeq(
+    swagger['x-path-templates'])
+swagger['x-path-templates'].yaml_set_start_comment(
+    'Remove the ignore: prefix to generate an endpoint with its URL\nLines that are closer to the top take precedence, the matching is greedy')
+# save the swagger file
+with open(args.output, 'w') as f:
+    yaml.dump(swagger, f)
+    # f.write(
+    #     "  # Uncomment any of the following lines to generate the corresponding endpoint\n")
+    # f.write(
+    #     "  # Lines that are closer to the top take precedence, the matching is greedy\n")
+    # f.write("\n")
+    # for path in new_path_templates_with_suggestions:
+    #     f.write("  #- " + path + "\n")
+print("Done!")

poetry.lock

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pyproject.toml

@@ -0,0 +1,16 @@
+[tool.poetry]
+name = "mitmproxy2swagger"
+version = "0.1.0"
+description = ""
+authors = ["alufers <alufers@wp.pl>"]
+
+[tool.poetry.dependencies]
+python = "^3.10"
+mitmproxy = "^8.0.0"
+"ruamel.yaml" = "^0.17.21"
+
+[tool.poetry.dev-dependencies]
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"

swagger_util.py

@@ -0,0 +1,136 @@
+import urllib
+
+VERBS = [
+    'add',
+    'create',
+    'delete',
+    'get',
+    'attach',
+    'detach',
+    'update',
+    'push',
+    'extendedcreate',
+    'activate'
+]
+
+# generate a name for the endpoint from the path template
+# POST /api/v1/things/{id}/create -> POST create thing by id
+def path_template_to_endpoint_name(method, path_template):
+    path_template = path_template.strip('/')
+    segments = path_template.split('/')
+    # remove params to a separate array
+    params = []
+    for idx, segment in enumerate(segments):
+        if segment.startswith('{') and segment.endswith('}'):
+            params.append(segment)
+            segments[idx] = '{}'
+    # remove them from the segments
+    segments = [segment for segment in segments if segment != '{}']
+    # reverse the segments
+    segments.reverse()
+    name_parts = []
+    for segment in segments:
+        if segment in VERBS:
+           # prepend to the name_parts
+            name_parts.insert(0, segment.lower())
+        else:
+            name_parts.insert(0, segment.lower())
+            break
+    for param in params:
+        name_parts.append("by " + param.replace('{', '').replace('}', ''))
+        break
+    return method.upper() + ' ' + ' '.join(name_parts)
+
+# when given an url and its path template, generates the parameters section of the request
+def url_to_params(url, path_template):
+    path_template = path_template.strip('/')
+    segments = path_template.split('/')
+    url_segments = url.split('?')[0].strip('/').split('/')
+    params = []
+    for idx, segment in enumerate(segments):
+        if segment.startswith('{') and segment.endswith('}'):
+            params.append({
+                'name': segment.replace('{', '').replace('}', ''),
+                'in': 'path',
+                'required': True,
+                'schema': {
+                    'type': 'number' if url_segments[idx].isdigit() else 'string'
+                }
+            })
+    query_string = urllib.parse.urlparse(url).query
+    if query_string:
+        query_params = urllib.parse.parse_qs(query_string)
+        for key in query_params:
+            params.append({
+                'name': key,
+                'in': 'query',
+                'required': False,
+                'schema': {
+                    'type': 'number' if query_params[key][0].isdigit() else 'string'
+                }
+            })
+    return params
+
+def value_to_schema(value):
+    # check if value is a number
+    if type(value) == int or type(value) == float:
+        return {
+            'type': 'number'
+        }
+    # check if value is a boolean
+    elif type(value) == bool:
+        return {
+            'type': 'boolean'
+        }
+    # check if value is a string
+    elif type(value) == str:
+        return {
+            'type': 'string'
+        }
+    # check if value is a list
+    elif type(value) == list:
+        if len(value) == 0:
+            return {
+                'type': 'array',
+                'items': {}
+            }
+        
+        return {
+            'type': 'array',
+            'items': value_to_schema(value[0])
+        }
+    # check if value is a dict
+    elif type(value) == dict:
+        return {
+            'type': 'object',
+            'properties': {
+                key: value_to_schema(value[key])
+                for key in value
+            }
+        }
+    # if it is none, return null
+    elif value == None:
+        return {
+            'type': 'object'
+        }
+
+MAX_EXAMPLE_ARRAY_ELEMENTS = 10
+MAX_EXAMPLE_OBJECT_PROPERTIES = 150
+# recursively scan an example value and limit the number of elements and properties
+def limit_example_size(example):
+    if type(example) == list:
+        new_list = []
+        for element in example:
+            if len(new_list) >= MAX_EXAMPLE_ARRAY_ELEMENTS:
+                break
+            new_list.append(limit_example_size(element))
+        return new_list
+    elif type(example) == dict:
+        new_dict = {}
+        for key in example:
+            if len(new_dict) >= MAX_EXAMPLE_OBJECT_PROPERTIES:
+                break
+            new_dict[key] = limit_example_size(example[key])
+        return new_dict
+    else:
+        return example