From a9be2748a993b66b7cb4a91e09e8accf3469b88f Mon Sep 17 00:00:00 2001
From: jonah <jonahlogy@gmail.com>
Date: Tue, 17 Dec 2024 18:30:02 +0800
Subject: [PATCH 01/15] add ScanSonar step

---
 patchwork/common/client/sonar.py       | 79 ++++++++++++++++++++++++++
 patchwork/steps/ScanSonar/README.md    | 23 ++++++++
 patchwork/steps/ScanSonar/ScanSonar.py | 46 +++++++++++++++
 patchwork/steps/ScanSonar/__init__.py  |  0
 patchwork/steps/ScanSonar/typed.py     | 43 ++++++++++++++
 patchwork/steps/__init__.py            |  2 +
 6 files changed, 193 insertions(+)
 create mode 100644 patchwork/common/client/sonar.py
 create mode 100644 patchwork/steps/ScanSonar/README.md
 create mode 100644 patchwork/steps/ScanSonar/ScanSonar.py
 create mode 100644 patchwork/steps/ScanSonar/__init__.py
 create mode 100644 patchwork/steps/ScanSonar/typed.py

diff --git a/patchwork/common/client/sonar.py b/patchwork/common/client/sonar.py
new file mode 100644
index 000000000..52c494575
--- /dev/null
+++ b/patchwork/common/client/sonar.py
@@ -0,0 +1,79 @@
+from collections import defaultdict
+
+import requests
+from dataclasses import dataclass
+
+@dataclass
+class SonarVuln:
+    cwe: str
+    bug_msg: str
+    start: int
+    end: int
+
+
+class SonarClient:
+    __sonar_url = "https://sonarcloud.io/api/"
+    __issue_path = "issues/search"
+    __hotspot_path = "hotspots/search"
+    __hotspot_details_path = "hotspots/show"
+
+    def __init__(self, access_token: str, url: str = __sonar_url) -> None:
+        self._access_token = access_token
+        self._url = url
+
+    def find_vulns(self, project_key: str) -> dict[str, list[SonarVuln]]:
+        rv = defaultdict(list)
+        for hotspot in self._find_hotspots(project_key):
+            hotspot_details = self._find_hotspot_details(hotspot["key"])
+            if hotspot_details is None:
+                continue
+
+            path = hotspot_details["component"]["path"]
+
+            vuln = SonarVuln(
+                cwe=hotspot_details["rule"]["name"],
+                bug_msg=hotspot_details["rule"]["riskDescription"],
+                start=hotspot_details["textRange"]["startLine"],
+                end=hotspot_details["textRange"]["endLine"],
+            )
+
+            rv[path].append(vuln)
+        return rv
+
+    def _find_hotspot_details(self, hotspot_key: str) -> dict | None:
+        headers = {"Authorization": f"Bearer {self._access_token}"}
+        # Define the parameters for Hotspot API request
+        params: dict[str, str | int] = {"hotspot": hotspot_key}
+        url = self._url + self.__hotspot_details_path
+        response = requests.get(url, params=params, headers=headers)
+        if not response.ok:
+            print("Something went wrong with sonar hotspot details API:", response.text)
+            return None
+
+        return response.json()
+
+    def _find_hotspots(self, project_key: str):
+        page = 1
+        page_size = 50
+
+        headers = {"Authorization": f"Bearer {self._access_token}"}
+        # Define the parameters for Hotspot API request
+        params: dict[str, str | int] = {"p": page, "ps": page_size, "projectKey": project_key, "status": "TO_REVIEW"}
+
+        url = self._url + self.__hotspot_path
+
+        is_done = False
+        while not is_done:
+            response = requests.get(url, params=params, headers=headers)
+            if not response.ok:
+                print("Something went wrong with hotspot API:", response.text)
+                return
+
+            data = response.json()
+            hotspots = data["hotspots"]
+
+            is_done = len(hotspots) < page_size
+            params["p"] = int(params["p"]) + 1
+
+            for hotspot in hotspots:
+                yield hotspot
diff --git a/patchwork/steps/ScanSonar/README.md b/patchwork/steps/ScanSonar/README.md
new file mode 100644
index 000000000..fa60a11e6
--- /dev/null
+++ b/patchwork/steps/ScanSonar/README.md
@@ -0,0 +1,23 @@
+# Code Documentation
+
+## Input
+- This code is part of the Patchwork package and implements the `ScanSonar` step.
+- The `ScanSonar` class requires the following inputs in its initialization:
+  - `sonarqube_project_key` (required): The SonarQube project identifier
+  - `sonarqube_access_token` (required): Authentication token for SonarQube API access
+  - `sonarqube_base_url` (required): SonarQube instance URL (e.g., https://sonarcloud.io)
+
+## Output
+- The `ScanSonar` class has a `run` function that collects vulnerability information from SonarQube.
+- Returns a dictionary with a `files_to_patch` key containing a list of `SonarVulnerability` objects.
+- Each `SonarVulnerability` contains:
+  - `uri`: File path where the vulnerability was found
+  - `startLine`: Starting line of the vulnerability
+  - `endLine`: Ending line of the vulnerability
+  - `cwe`: Common Weakness Enumeration identifier
+  - `description`: Detailed description of the vulnerability
+
+## Dependencies
+- Requires the SonarQube API to be accessible
+- Uses the internal `SonarClient` for API communication
+- Authentication via access token is required
diff --git a/patchwork/steps/ScanSonar/ScanSonar.py b/patchwork/steps/ScanSonar/ScanSonar.py
new file mode 100644
index 000000000..89c3c834a
--- /dev/null
+++ b/patchwork/steps/ScanSonar/ScanSonar.py
@@ -0,0 +1,46 @@
+from typing import List
+
+from patchwork.step import Step, StepStatus
+from patchwork.common.client.sonar import SonarClient
+from patchwork.steps.ScanSonar.typed import (
+    ScanSonarInputs, 
+    ScanSonarOutputs,
+    SonarVulnerability
+)
+
+class ScanSonar(Step, input_class=ScanSonarInputs, output_class=ScanSonarOutputs):
+    def __init__(self, inputs: dict):
+        super().__init__(inputs)
+        
+        self.project_key = inputs.get("sonarqube_project_key")
+        self.access_token = inputs.get("sonarqube_access_token")
+        self.sonar_url = inputs.get("sonarqube_base_url")
+        
+        self.client = SonarClient(
+            access_token=self.access_token,
+            url=self.sonar_url
+        )
+
+    def run(self) -> dict:
+        try:
+            vulns_by_path = self.client.find_vulns(self.project_key)
+            
+            files_to_patch: List[SonarVulnerability] = []
+            
+            for file_path, vulns in vulns_by_path.items():
+                for vuln in vulns:
+                    vulnerability = SonarVulnerability(
+                        uri=file_path,
+                        startLine=vuln.start,
+                        endLine=vuln.end,
+                        cwe=vuln.cwe,
+                        description=vuln.bug_msg,
+                    )
+                    files_to_patch.append(vulnerability)
+            
+            self.set_status(StepStatus.COMPLETED, "Successfully collected SonarQube results")
+            return dict(files_to_patch=files_to_patch)
+            
+        except Exception as e:
+            self.set_status(StepStatus.FAILED, f"Failed to collect SonarQube results: {str(e)}")
+            raise
diff --git a/patchwork/steps/ScanSonar/__init__.py b/patchwork/steps/ScanSonar/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/patchwork/steps/ScanSonar/typed.py b/patchwork/steps/ScanSonar/typed.py
new file mode 100644
index 000000000..dcf0154c3
--- /dev/null
+++ b/patchwork/steps/ScanSonar/typed.py
@@ -0,0 +1,43 @@
+from typing_extensions import Annotated, TypedDict, List
+from patchwork.common.utils.step_typing import StepTypeConfig
+
+class __ScanSonarRequiredInputs(TypedDict):
+    pass
+
+class ScanSonarInputs(__ScanSonarRequiredInputs, total=False):
+    sonarqube_access_token: Annotated[
+        str,
+        StepTypeConfig(
+            is_config=True,
+            msg="""SonarQube access token not found.
+Please generate an access token in your SonarQube instance and add `--sonarqube_access_token=<token>` to the command line.""",
+        ),
+    ]
+    sonarqube_base_url: Annotated[
+        str,
+        StepTypeConfig(
+            is_config=True,
+            msg="""SonarQube base URL not found.
+Please provide the URL of your SonarQube instance using `--sonarqube_base_url=<url>`.
+For SonarCloud, this would be https://sonarcloud.io""",
+        ),
+    ]
+    sonarqube_project_key: Annotated[
+        str,
+        StepTypeConfig(
+            is_config=True,
+            msg="""SonarQube project key not found.
+Please provide your project key using `--sonarqube_project_key=<key>`.
+You can find this in your SonarQube project settings.""",
+        ),
+    ]
+
+class SonarVulnerability(TypedDict):
+    uri: str
+    startLine: int
+    endLine: int
+    cwe: str
+    description: str
+
+class ScanSonarOutputs(TypedDict):
+    files_to_patch: List[SonarVulnerability]
diff --git a/patchwork/steps/__init__.py b/patchwork/steps/__init__.py
index d74629a37..aed1e1548 100644
--- a/patchwork/steps/__init__.py
+++ b/patchwork/steps/__init__.py
@@ -43,6 +43,7 @@
 from patchwork.steps.ReadPRs.ReadPRs import ReadPRs
 from patchwork.steps.ScanDepscan.ScanDepscan import ScanDepscan
 from patchwork.steps.ScanSemgrep.ScanSemgrep import ScanSemgrep
+from patchwork.steps.ScanSonar.ScanSonar import ScanSonar
 from patchwork.steps.SimplifiedLLM.SimplifiedLLM import SimplifiedLLM
 from patchwork.steps.SimplifiedLLMOnce.SimplifiedLLMOnce import SimplifiedLLMOnce
 from patchwork.steps.SlackMessage.SlackMessage import SlackMessage
@@ -91,6 +92,7 @@
     "ResolveIssue",
     "ScanDepscan",
     "ScanSemgrep",
+    "ScanSonar",
     "SimplifiedLLM",
     "SimplifiedLLMOnce",
     "SimplifiedLLMOncePB",

From 82aa2c19004187baf3e1ed66403a0baec3c9a7d6 Mon Sep 17 00:00:00 2001
From: jonah <jonahlogy@gmail.com>
Date: Tue, 17 Dec 2024 18:38:58 +0800
Subject: [PATCH 02/15] add tests

---
 patchwork/steps/ScanSonar/__init__.py |  4 +++
 tests/steps/test_ScanSonar.py         | 51 +++++++++++++++++++++++++++
 2 files changed, 55 insertions(+)
 create mode 100644 tests/steps/test_ScanSonar.py

diff --git a/patchwork/steps/ScanSonar/__init__.py b/patchwork/steps/ScanSonar/__init__.py
index e69de29bb..70a487aaf 100644
--- a/patchwork/steps/ScanSonar/__init__.py
+++ b/patchwork/steps/ScanSonar/__init__.py
@@ -0,0 +1,4 @@
+from .ScanSonar import ScanSonar
+from .typed import ScanSonarInputs, ScanSonarOutputs, SonarVulnerability
+
+__all__ = ["ScanSonar", "ScanSonarInputs", "ScanSonarOutputs", "SonarVulnerability"]
\ No newline at end of file
diff --git a/tests/steps/test_ScanSonar.py b/tests/steps/test_ScanSonar.py
new file mode 100644
index 000000000..7720a1789
--- /dev/null
+++ b/tests/steps/test_ScanSonar.py
@@ -0,0 +1,51 @@
+import pytest
+from unittest.mock import Mock, patch
+
+from patchwork.steps.ScanSonar.ScanSonar import ScanSonar
+from patchwork.common.client.sonar import SonarClient, SonarVuln
+
+def test_scan_sonar():
+    inputs = {
+        "sonarqube_project_key": "test-project",
+        "sonarqube_access_token": "test-token",
+        "sonarqube_base_url": "https://sonarcloud.io"
+    }
+    
+    mock_vulns = {
+        "src/file1.py": [
+            SonarVuln(
+                start=10,
+                end=15,
+                cwe="CWE-79",
+                bug_msg="Test vulnerability"
+            )
+        ]
+    }
+    
+    with patch.object(SonarClient, 'find_vulns', return_value=mock_vulns):
+        step = ScanSonar(inputs)
+        result = step.run()
+        
+        assert "files_to_patch" in result
+        vulns = result["files_to_patch"]
+        assert len(vulns) == 1
+        
+        vuln = vulns[0]
+        assert vuln["uri"] == "src/file1.py"
+        assert vuln["startLine"] == 10
+        assert vuln["endLine"] == 15
+        assert vuln["cwe"] == "CWE-79"
+        assert vuln["description"] == "Test vulnerability"
+
+def test_scan_sonar_error():
+    inputs = {
+        "sonarqube_project_key": "test-project",
+        "sonarqube_access_token": "test-token",
+        "sonarqube_base_url": "https://sonarcloud.io"
+    }
+    
+    with patch.object(SonarClient, 'find_vulns', side_effect=Exception("Test error")):
+        step = ScanSonar(inputs)
+        with pytest.raises(Exception) as exc_info:
+            step.run()
+        assert str(exc_info.value) == "Test error"

From 94c2d578322ed0c5bd6b62199963a44cd6f978c8 Mon Sep 17 00:00:00 2001
From: jonah <jonahlogy@gmail.com>
Date: Tue, 17 Dec 2024 20:14:17 +0800
Subject: [PATCH 03/15] use optional

---
 patchwork/common/client/sonar.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/patchwork/common/client/sonar.py b/patchwork/common/client/sonar.py
index 52c494575..7bcf59a5e 100644
--- a/patchwork/common/client/sonar.py
+++ b/patchwork/common/client/sonar.py
@@ -1,4 +1,5 @@
 from collections import defaultdict
+from typing import Optional, Union
 
 import requests
 from dataclasses import dataclass
@@ -40,7 +41,7 @@ def find_vulns(self, project_key: str) -> dict[str, list[SonarVuln]]:
             rv[path].append(vuln)
         return rv
 
-    def _find_hotspot_details(self, hotspot_key: str) -> dict | None:
+    def _find_hotspot_details(self, hotspot_key: str) -> Optional[dict]:
         headers = {"Authorization": f"Bearer {self._access_token}"}
         # Define the parameters for Hotspot API request
         params: dict[str, str | int] = {"hotspot": hotspot_key}
@@ -58,7 +59,7 @@ def _find_hotspots(self, project_key: str):
 
         headers = {"Authorization": f"Bearer {self._access_token}"}
         # Define the parameters for Hotspot API request
-        params: dict[str, str | int] = {"p": page, "ps": page_size, "projectKey": project_key, "status": "TO_REVIEW"}
+        params: dict[str, Union[str, int]] = {"p": page, "ps": page_size, "projectKey": project_key, "status": "TO_REVIEW"}
 
         url = self._url + self.__hotspot_path
 

From c723034a4800a90822a9512c7a8a5c26d8a52a8c Mon Sep 17 00:00:00 2001
From: TIANYOU CHEN <42710806+CTY-git@users.noreply.github.com>
Date: Wed, 18 Dec 2024 09:27:38 +0800
Subject: [PATCH 04/15] add azure devops for pr creation

---
 .github/workflows/release.yml        |   2 +-
 patchwork/common/client/scm.py       | 196 ++++++-
 patchwork/steps/CreatePR/CreatePR.py |   4 +-
 patchwork/steps/CreatePR/typed.py    |   1 +
 poetry.lock                          | 834 +++++++++++++--------------
 pyproject.toml                       |   1 +
 6 files changed, 611 insertions(+), 427 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index f0a5e52a4..858838886 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -73,7 +73,7 @@ jobs:
           path: dist/
 
       - name: Sign the dists with Sigstore
-        uses: sigstore/gh-action-sigstore-python@v3
+        uses: sigstore/gh-action-sigstore-python@v3.0.0
         with:
           inputs: >-
             ./dist/*.tar.gz
diff --git a/patchwork/common/client/scm.py b/patchwork/common/client/scm.py
index cf0f33381..22704f9a4 100644
--- a/patchwork/common/client/scm.py
+++ b/patchwork/common/client/scm.py
@@ -6,14 +6,23 @@
 import time
 from enum import Enum
 from itertools import chain
+from pathlib import Path
+from urllib.parse import urlparse
 
+import git
 import gitlab.const
 from attrs import define
+from azure.devops.connection import Connection
+from azure.devops.released.client_factory import ClientFactory
+from azure.devops.released.core.core_client import CoreClient
+from azure.devops.released.git.git_client import GitClient
+from azure.devops.v7_1.git.models import GitPullRequest, GitPullRequestSearchCriteria, TeamProjectReference, GitRepository
 from github import Auth, Consts, Github, GithubException, PullRequest
 from github.GithubException import UnknownObjectException
 from gitlab import Gitlab, GitlabAuthenticationError, GitlabError
 from gitlab.v4.objects import ProjectMergeRequest
 from giturlparse import GitUrlParsed, parse
+from msrest.authentication import BasicAuthentication
 from typing_extensions import Protocol, TypedDict
 
 from patchwork.logger import logger
@@ -53,12 +62,13 @@ class PullRequestTexts(TypedDict):
 
 
 class PullRequestState(Enum):
-    OPEN = (["open"], ["opened"])
-    CLOSED = (["closed"], ["closed", "merged"])
+    OPEN = (["open"], ["opened"], ["active"])
+    CLOSED = (["closed"], ["closed", "merged"], ["completed", "abandoned", "notSet"])
 
-    def __init__(self, github_state: list[str], gitlab_state: list[str]):
+    def __init__(self, github_state: list[str], gitlab_state: list[str], azure_devops_state: list[str]):
         self.github_state: list[str] = github_state
         self.gitlab_state: list[str] = gitlab_state
+        self.azure_devops_state: list[str] = azure_devops_state
 
 
 _COMMENT_MARKER = "<!-- PatchWork comment marker -->"
@@ -112,6 +122,11 @@ def _apply_pr_template(pr: "PullRequestProtocol", body: str) -> str:
             # chunk_link_format = file_link_format + "_{start_line}_{end_line}"
             chunk_link_format = file_link_format + ""
             anchor_hash = hashlib.sha1
+        elif isinstance(pr, AzureDevopsPullRequest):
+            backup_link_format = "{url}?_a=files"
+            file_link_format = backup_link_format + "&path=/{path}"
+            chunk_link_format = file_link_format + ""
+            anchor_hash = hashlib.md5
         else:
             return pr.url()
 
@@ -135,7 +150,7 @@ def _apply_pr_template(pr: "PullRequestProtocol", body: str) -> str:
                     format_to_use = chunk_link_format
 
             replacement_value = format_to_use.format(
-                url=pr.url(), diff_anchor=diff_anchor, start_line=start, end_line=end
+                url=pr.url(), path=path, diff_anchor=diff_anchor, start_line=start, end_line=end
             )
             template = template[:start_idx] + replacement_value + template[end_idx + 2 :]
             start_idx, end_idx = PullRequestProtocol._get_template_indexes(template)
@@ -352,6 +367,37 @@ def texts(self) -> PullRequestTexts:
             diffs={file.filename: file.patch for file in self._pr.get_files() if file.patch is not None},
         )
 
+class AzureDevopsPullRequest(PullRequestProtocol):
+    def __init__(self, pr: GitPullRequest, git_client: GitClient, pr_base_url: str):
+        self._pr: GitPullRequest = pr
+        self.git_client: GitClient = git_client
+        self.pr_base_url = pr_base_url
+
+    @property
+    def id(self) -> int:
+        return self._pr.pull_request_id
+
+    def url(self) -> str:
+        final_pr_url = self.pr_base_url
+        if not final_pr_url.endswith("/"):
+            final_pr_url += "/"
+        return final_pr_url + str(self.id)
+
+    def set_pr_description(self, body: str) -> None:
+        final_body = PullRequestProtocol._apply_pr_template(self, body)
+        body = GitPullRequest(description=final_body)
+        self.git_client.update_pull_request(body, repository_id=self._pr.repository.id, pull_request_id=self._pr.pull_request_id, project=self._pr.repository.project.id)
+
+    def create_comment(
+            self, body: str, path: str | None = None, start_line: int | None = None, end_line: int | None = None
+    ) -> str | None:
+        ...
+
+    def reset_comments(self) -> None:
+        ...
+
+    def texts(self) -> PullRequestTexts:
+        ...
 
 class GithubClient(ScmPlatformClientProtocol):
     DEFAULT_URL = Consts.DEFAULT_BASE_URL
@@ -608,3 +654,145 @@ def create_issue_comment(
 
         obj = self.gitlab.projects.get(slug).issues.create({"title": title, "description": issue_text})
         return obj["web_url"]
+
+
+class AzureDevopsClient(ScmPlatformClientProtocol):
+    DEFAULT_URL = "https://dev.azure.com/"
+
+    def __init__(self, access_token: str, url: str = DEFAULT_URL, remote: str = "origin"):
+        self.credentials = BasicAuthentication('', access_token)
+        self.__url = url
+        self.__remote = remote
+        git_repo = git.Repo(Path.cwd(), search_parent_directories=True)
+        original_remote_url = git_repo.remotes[remote].url
+        parsed_repo: GitUrlParsed = parse(original_remote_url)
+        self.__org_name = parsed_repo.owner
+        self.__project_name = parsed_repo.groups_path.replace("/_git", "")
+        self.__repo_name = parsed_repo.repo
+
+    def __pr_resource_html_url(self):
+        url = self.__url
+        if not url.endswith("/"):
+            url += "/"
+        return f"{url}{self.__org_name}/{self.__project_name}/_git/{self.__repo_name}/pullrequest/"
+
+
+    @functools.cached_property
+    def clients(self) -> ClientFactory:
+        url = self.__url
+        if not url.endswith("/"):
+            url += "/"
+
+        conn = Connection(base_url=f"{url}{self.__org_name}", creds=self.credentials)
+        return conn.clients
+
+    @functools.cached_property
+    def git_client(self) -> GitClient:
+        return self.clients.get_git_client()
+
+    @functools.cached_property
+    def core_client(self) -> CoreClient:
+        return self.clients.get_core_client()
+
+    @functools.cached_property
+    def project(self) -> TeamProjectReference:
+        projs = self.core_client.get_projects()
+        proj = next((proj for proj in projs if proj.name == self.__project_name), None)
+        if proj is None:
+            raise ValueError(f"Unable to determine project name from remote {self.__remote} url. Parsed project name: {self.__project_name}")
+        return proj
+
+    @functools.cached_property
+    def repo(self) -> GitRepository:
+        repos = self.git_client.get_repositories(project=self.project.id)
+        git_repo = next((r for r in repos if r.name == self.__repo_name), None)
+        if git_repo is None:
+            raise ValueError(f"Unable to determine repository name from remote {self.__remote} url. Parsed repository name: {self.__repo_name}")
+        return git_repo
+
+    def set_url(self, url: str) -> None:
+        self.__url = url
+
+    def test(self) -> bool:
+        response = self.core_client.get_projects()
+        return next(iter(response), None) is not None
+
+    def get_slug_and_id_from_url(self, url: str) -> tuple[str, int] | None:
+        ...
+
+    def find_issue_by_url(self, url: str) -> IssueText | None:
+        ...
+
+    def find_issue_by_id(self, slug: str, issue_id: int) -> IssueText | None:
+        ...
+
+    def get_pr_by_url(self, url: str) -> PullRequestProtocol | None:
+        ...
+
+    def find_pr_by_id(self, slug: str, pr_id: int) -> PullRequestProtocol | None:
+        ...
+
+    def find_prs(
+        self,
+        slug: str,
+        state: PullRequestState | None = None,
+        original_branch: str | None = None,
+        feature_branch: str | None = None,
+        limit: int | None = None,
+    ) -> list[PullRequestProtocol]:
+        kwargs_list = dict(status=[None], target_ref_name=[None], source_ref_name=[None])
+
+        if state is not None:
+            kwargs_list["status"] = state.gitlab_state  # type: ignore
+        if original_branch is not None:
+            kwargs_list["target_ref_name"] = [f"refs/heads/{original_branch}"]  # type: ignore
+        if feature_branch is not None:
+            kwargs_list["source_ref_name"] = [f"refs/heads/{feature_branch}"]  # type: ignore
+
+        page_list = []
+        keys = kwargs_list.keys()
+        for instance in itertools.product(*kwargs_list.values()):
+            kwargs = dict(((key, value) for key, value in zip(keys, instance) if value is not None))
+            git_pr_search = GitPullRequestSearchCriteria(
+                repository_id=self.repo.id,
+                **kwargs,
+            )
+            pr_instances = self.git_client.get_pull_requests(
+                project=self.project.id,
+                repository_id=self.repo.id,
+                search_criteria=git_pr_search
+            )
+            page_list.append(pr_instances)
+
+        rv_list = []
+        for mr in itertools.islice(itertools.chain(*page_list), limit):
+            rv_list.append(AzureDevopsPullRequest(mr, self.git_client, self.__pr_resource_html_url()))
+
+        return rv_list
+
+    def create_pr(
+        self,
+        slug: str,
+        title: str,
+        body: str,
+        original_branch: str,
+        feature_branch: str,
+    ) -> PullRequestProtocol:
+        # before creating a PR, check if one already exists
+        pr_body = GitPullRequest(
+            source_ref_name=f"refs/heads/{feature_branch}",
+            target_ref_name=f"refs/heads/{original_branch}",
+            title=title,
+            description=body,
+            # should be web tag definition
+            # labels="patchwork",
+        )
+        pr_instance = self.git_client.create_pull_request(pr_body, repository_id=self.repo.id, project=self.project.id)
+        mr = AzureDevopsPullRequest(pr_instance, self.git_client, self.__pr_resource_html_url())  # type: ignore
+        return mr
+
+    def create_issue_comment(
+        self, slug: str, issue_text: str, title: str | None = None, issue_id: int | None = None
+    ) -> str:
+        ...
+
diff --git a/patchwork/steps/CreatePR/CreatePR.py b/patchwork/steps/CreatePR/CreatePR.py
index be8a92692..ff35d6f84 100644
--- a/patchwork/steps/CreatePR/CreatePR.py
+++ b/patchwork/steps/CreatePR/CreatePR.py
@@ -7,7 +7,7 @@
     GithubClient,
     GitlabClient,
     ScmPlatformClientProtocol,
-    get_slug_from_remote_url,
+    get_slug_from_remote_url, AzureDevopsClient,
 )
 from patchwork.logger import logger
 from patchwork.step import Step, StepStatus
@@ -30,6 +30,8 @@ def __init__(self, inputs: dict):
                 self.scm_client = GithubClient(inputs["github_api_key"])
             elif "gitlab_api_key" in inputs.keys():
                 self.scm_client = GitlabClient(inputs["gitlab_api_key"])
+            elif "azuredevops_api_key" in inputs.keys():
+                self.scm_client = AzureDevopsClient(inputs["azuredevops_api_key"])
             else:
                 logger.warning(
                     f'Missing required input data: "github_api_key" or "gitlab_api_key",'
diff --git a/patchwork/steps/CreatePR/typed.py b/patchwork/steps/CreatePR/typed.py
index abb1249cf..9bd7e4401 100644
--- a/patchwork/steps/CreatePR/typed.py
+++ b/patchwork/steps/CreatePR/typed.py
@@ -16,6 +16,7 @@ class CreatePRInputs(__CreatePRRequiredInputs, total=False):
     scm_url: Annotated[str, StepTypeConfig(is_config=True)]
     gitlab_api_key: Annotated[str, StepTypeConfig(is_config=True)]
     github_api_key: Annotated[str, StepTypeConfig(is_config=True)]
+    azuredevops_api_key: Annotated[str, StepTypeConfig(is_config=True)]
 
 
 class CreatePROutputs(TypedDict):
diff --git a/poetry.lock b/poetry.lock
index 7dfae3396..61eea4ebc 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
 
 [[package]]
 name = "aiofiles"
@@ -24,87 +24,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.9"
+version = "3.11.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
@@ -122,13 +122,13 @@ speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
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-version = "1.3.1"
+version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -171,24 +171,24 @@ vertex = ["google-auth (>=2,<3)"]
 
 [[package]]
 name = "anyio"
-version = "4.6.2.post1"
+version = "4.7.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
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 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
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-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -288,6 +288,39 @@ files = [
 pyflakes = ">=3.0.0"
 tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
+[[package]]
+name = "azure-core"
+version = "1.32.0"
+description = "Microsoft Azure Core Library for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "azure_core-1.32.0-py3-none-any.whl", hash = "sha256:eac191a0efb23bfa83fddf321b27b122b4ec847befa3091fa736a5c32c50d7b4"},
+    {file = "azure_core-1.32.0.tar.gz", hash = "sha256:22b3c35d6b2dae14990f6c1be2912bf23ffe50b220e708a28ab1bb92b1c730e5"},
+]
+
+[package.dependencies]
+requests = ">=2.21.0"
+six = ">=1.11.0"
+typing-extensions = ">=4.6.0"
+
+[package.extras]
+aio = ["aiohttp (>=3.0)"]
+
+[[package]]
+name = "azure-devops"
+version = "7.1.0b4"
+description = "Python wrapper around the Azure DevOps 7.x APIs"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "azure-devops-7.1.0b4.tar.gz", hash = "sha256:f04ba939112579f3d530cfecc044a74ef9e9339ba23c9ee1ece248241f07ff85"},
+    {file = "azure_devops-7.1.0b4-py3-none-any.whl", hash = "sha256:f827e9fbc7c77bc6f2aaee46e5717514e9fe7d676c87624eccd0ca640b54f122"},
+]
+
+[package.dependencies]
+msrest = ">=0.7.1,<0.8.0"
+
 [[package]]
 name = "backoff"
 version = "2.2.1"
@@ -475,13 +508,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
-    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
+    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
+    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
 ]
 
 [[package]]
@@ -1480,13 +1513,13 @@ protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4
 
 [[package]]
 name = "google-api-core"
-version = "2.23.0"
+version = "2.24.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_api_core-2.23.0-py3-none-any.whl", hash = "sha256:c20100d4c4c41070cf365f1d8ddf5365915291b5eb11b83829fbd1c999b5122f"},
-    {file = "google_api_core-2.23.0.tar.gz", hash = "sha256:2ceb087315e6af43f256704b871d99326b1f12a9d6ce99beaedec99ba26a0ace"},
+    {file = "google_api_core-2.24.0-py3-none-any.whl", hash = "sha256:10d82ac0fca69c82a25b3efdeefccf6f28e02ebb97925a8cce8edbfe379929d9"},
+    {file = "google_api_core-2.24.0.tar.gz", hash = "sha256:e255640547a597a4da010876d333208ddac417d60add22b6851a0c66a831fcaf"},
 ]
 
 [package.dependencies]
@@ -1515,13 +1548,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.154.0"
+version = "2.155.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_api_python_client-2.154.0-py2.py3-none-any.whl", hash = "sha256:a521bbbb2ec0ba9d6f307cdd64ed6e21eeac372d1bd7493a4ab5022941f784ad"},
-    {file = "google_api_python_client-2.154.0.tar.gz", hash = "sha256:1b420062e03bfcaa1c79e2e00a612d29a6a934151ceb3d272fe150a656dc8f17"},
+    {file = "google_api_python_client-2.155.0-py2.py3-none-any.whl", hash = "sha256:83fe9b5aa4160899079d7c93a37be306546a17e6686e2549bcc9584f1a229747"},
+    {file = "google_api_python_client-2.155.0.tar.gz", hash = "sha256:25529f89f0d13abcf3c05c089c423fb2858ac16e0b3727543393468d0d7af67c"},
 ]
 
 [package.dependencies]
@@ -1533,13 +1566,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.36.0"
+version = "2.37.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_auth-2.36.0-py2.py3-none-any.whl", hash = "sha256:51a15d47028b66fd36e5c64a82d2d57480075bccc7da37cde257fc94177a61fb"},
-    {file = "google_auth-2.36.0.tar.gz", hash = "sha256:545e9618f2df0bcbb7dcbc45a546485b1212624716975a1ea5ae8149ce769ab1"},
+    {file = "google_auth-2.37.0-py2.py3-none-any.whl", hash = "sha256:42664f18290a6be591be5329a96fe30184be1a1badb7292a7f686a9659de9ca0"},
+    {file = "google_auth-2.37.0.tar.gz", hash = "sha256:0054623abf1f9c83492c63d3f47e77f0a544caa3d40b2d98e099a611c2dd5d00"},
 ]
 
 [package.dependencies]
@@ -1550,6 +1583,7 @@ rsa = ">=3.1.4,<5"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
+pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
@@ -1821,13 +1855,13 @@ test = ["Cython (>=0.29.24)"]
 
 [[package]]
 name = "httpx"
-version = "0.28.0"
+version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpx-0.28.0-py3-none-any.whl", hash = "sha256:dc0b419a0cfeb6e8b34e85167c0da2671206f5095f1baa9663d23bcfd6b535fc"},
-    {file = "httpx-0.28.0.tar.gz", hash = "sha256:0858d3bab51ba7e386637f22a61d8ccddaeec5f3fe4209da3a6168dbb91573e0"},
+    {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
+    {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
 ]
 
 [package.dependencies]
@@ -1846,13 +1880,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.26.3"
+version = "0.27.0"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "huggingface_hub-0.26.3-py3-none-any.whl", hash = "sha256:e66aa99e569c2d5419240a9e553ad07245a5b1300350bfbc5a4945cf7432991b"},
-    {file = "huggingface_hub-0.26.3.tar.gz", hash = "sha256:90e1fe62ffc26757a073aaad618422b899ccf9447c2bba8c902a90bef5b42e1d"},
+    {file = "huggingface_hub-0.27.0-py3-none-any.whl", hash = "sha256:8f2e834517f1f1ddf1ecc716f91b120d7333011b7485f665a9a412eacb1a2a81"},
+    {file = "huggingface_hub-0.27.0.tar.gz", hash = "sha256:902cce1a1be5739f5589e560198a65a8edcfd3b830b1666f36e4b961f0454fac"},
 ]
 
 [package.dependencies]
@@ -2007,6 +2041,17 @@ files = [
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 ]
 
+[[package]]
+name = "isodate"
+version = "0.7.2"
+description = "An ISO 8601 date/time/duration parser and formatter"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15"},
+    {file = "isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6"},
+]
+
 [[package]]
 name = "isort"
 version = "5.13.2"
@@ -2084,86 +2129,87 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jiter"
-version = "0.8.0"
+version = "0.8.2"
 description = "Fast iterable JSON parser."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -2650,6 +2696,27 @@ files = [
     {file = "msgpack-1.0.5.tar.gz", hash = "sha256:c075544284eadc5cddc70f4757331d99dcbc16b2bbd4849d15f8aae4cf36d31c"},
 ]
 
+[[package]]
+name = "msrest"
+version = "0.7.1"
+description = "AutoRest swagger generator Python client runtime."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "msrest-0.7.1-py3-none-any.whl", hash = "sha256:21120a810e1233e5e6cc7fe40b474eeb4ec6f757a15d7cf86702c369f9567c32"},
+    {file = "msrest-0.7.1.zip", hash = "sha256:6e7661f46f3afd88b75667b7187a92829924446c7ea1d169be8c4bb7eeb788b9"},
+]
+
+[package.dependencies]
+azure-core = ">=1.24.0"
+certifi = ">=2017.4.17"
+isodate = ">=0.6.0"
+requests = ">=2.16,<3.0"
+requests-oauthlib = ">=0.5.0"
+
+[package.extras]
+async = ["aiodns", "aiohttp (>=3.0)"]
+
 [[package]]
 name = "multidict"
 version = "6.1.0"
@@ -3111,7 +3178,7 @@ files = [
 name = "oauthlib"
 version = "3.2.2"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
-optional = true
+optional = false
 python-versions = ">=3.6"
 files = [
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@@ -3167,13 +3234,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.56.2"
+version = "1.57.4"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "openai-1.57.4.tar.gz", hash = "sha256:a8f071a3e9198e2818f63aade68e759417b9f62c0971bdb83de82504b70b77f7"},
 ]
 
 [package.dependencies]
@@ -3863,13 +3930,13 @@ poetry-plugin = ["poetry (>=1.0,<2.0)"]
 
 [[package]]
 name = "poetry"
-version = "1.8.4"
+version = "1.8.5"
 description = "Python dependency management and packaging made easy."
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
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-    {file = "poetry-1.8.4.tar.gz", hash = "sha256:5490f8da66d17eecd660e091281f8aaa5554381644540291817c249872c99202"},
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+    {file = "poetry-1.8.5.tar.gz", hash = "sha256:eb2c88d224f58f36df8f7b36d6c380c07d1001bca28bde620f68fc086e881b70"},
 ]
 
 [package.dependencies]
@@ -3884,7 +3951,7 @@ installer = ">=0.7.0,<0.8.0"
 keyring = ">=24.0.0,<25.0.0"
 packaging = ">=23.1"
 pexpect = ">=4.7.0,<5.0.0"
-pkginfo = ">=1.10,<2.0"
+pkginfo = ">=1.12,<2.0"
 platformdirs = ">=3.0.0,<5"
 poetry-core = "1.9.1"
 poetry-plugin-export = ">=1.6.0,<2.0.0"
@@ -4219,6 +4286,7 @@ description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs
 optional = false
 python-versions = ">=3.8"
 files = [
+    {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
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 ]
 
@@ -4229,6 +4297,7 @@ description = "A collection of ASN.1-based protocols modules"
 optional = false
 python-versions = ">=3.8"
 files = [
+    {file = "pyasn1_modules-0.4.1-py3-none-any.whl", hash = "sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd"},
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 ]
 
@@ -4977,7 +5046,7 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "requests-oauthlib"
 version = "2.0.0"
 description = "OAuthlib authentication support for Requests."
-optional = true
+optional = false
 python-versions = ">=3.4"
 files = [
     {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"},
@@ -5196,30 +5265,40 @@ files = [
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@@ -5359,32 +5438,41 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
 
 [[package]]
 name = "scikit-learn"
-version = "1.5.2"
+version = "1.6.0"
 description = "A set of python modules for machine learning and data mining"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
@@ -6036,39 +6028,39 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.46.3"
+version = "4.47.0"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = true
-python-versions = ">=3.8.0"
+python-versions = ">=3.9.0"
 files = [
-    {file = "transformers-4.46.3-py3-none-any.whl", hash = "sha256:a12ef6f52841fd190a3e5602145b542d03507222f2c64ebb7ee92e8788093aef"},
-    {file = "transformers-4.46.3.tar.gz", hash = "sha256:8ee4b3ae943fe33e82afff8e837f4b052058b07ca9be3cb5b729ed31295f72cc"},
+    {file = "transformers-4.47.0-py3-none-any.whl", hash = "sha256:a8e1bafdaae69abdda3cad638fe392e37c86d2ce0ecfcae11d60abb8f949ff4d"},
+    {file = "transformers-4.47.0.tar.gz", hash = "sha256:f8ead7a5a4f6937bb507e66508e5e002dc5930f7b6122a9259c37b099d0f3b19"},
 ]
 
 [package.dependencies]
 filelock = "*"
-huggingface-hub = ">=0.23.2,<1.0"
+huggingface-hub = ">=0.24.0,<1.0"
 numpy = ">=1.17"
 packaging = ">=20.0"
 pyyaml = ">=5.1"
 regex = "!=2019.12.17"
 requests = "*"
 safetensors = ">=0.4.1"
-tokenizers = ">=0.20,<0.21"
+tokenizers = ">=0.21,<0.22"
 tqdm = ">=4.27"
 
 [package.extras]
 accelerate = ["accelerate (>=0.26.0)"]
 agents = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch"]
-all = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm (<=0.9.16)", "tokenizers (>=0.20,<0.21)", "torch", "torchaudio", "torchvision"]
+all = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm (<=1.0.11)", "tokenizers (>=0.21,<0.22)", "torch", "torchaudio", "torchvision"]
 audio = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 benchmark = ["optimum-benchmark (>=0.3.0)"]
 codecarbon = ["codecarbon (==1.2.0)"]
 deepspeed = ["accelerate (>=0.26.0)", "deepspeed (>=0.9.3)"]
 deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.26.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk (<=3.8.1)", "optuna", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"]
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-dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "libcst", "librosa", "nltk (<=3.8.1)", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.20,<0.21)", "urllib3 (<2.0.0)"]
-dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "libcst", "librosa", "nltk (<=3.8.1)", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm (<=0.9.16)", "tokenizers (>=0.20,<0.21)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "libcst", "librosa", "nltk (<=3.8.1)", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "timm (<=1.0.11)", "tokenizers (>=0.21,<0.22)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
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+dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "libcst", "librosa", "nltk (<=3.8.1)", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm (<=1.0.11)", "tokenizers (>=0.21,<0.22)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
 flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)", "scipy (<1.13.0)"]
 flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 ftfy = ["ftfy"]
@@ -6094,12 +6086,12 @@ tf = ["keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow (>2.9,<
 tf-cpu = ["keras (>2.9,<2.16)", "keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow-cpu (>2.9,<2.16)", "tensorflow-probability (<0.24)", "tensorflow-text (<2.16)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 tiktoken = ["blobfile", "tiktoken"]
-timm = ["timm (<=0.9.16)"]
-tokenizers = ["tokenizers (>=0.20,<0.21)"]
+timm = ["timm (<=1.0.11)"]
+tokenizers = ["tokenizers (>=0.21,<0.22)"]
 torch = ["accelerate (>=0.26.0)", "torch"]
 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.23.2,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.20,<0.21)", "torch", "tqdm (>=4.27)"]
+torchhub = ["filelock", "huggingface-hub (>=0.24.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.21,<0.22)", "torch", "tqdm (>=4.27)"]
 video = ["av (==9.2.0)"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
@@ -6350,13 +6342,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.32.1"
+version = "0.34.0"
 description = "The lightning-fast ASGI server."
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "uvicorn-0.34.0.tar.gz", hash = "sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9"},
 ]
 
 [package.dependencies]
@@ -6447,82 +6439,82 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 
 [[package]]
 name = "watchfiles"
-version = "1.0.0"
+version = "1.0.3"
 description = "Simple, modern and high performance file watching and code reload in python."
 optional = true
 python-versions = ">=3.9"
 files = [
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+    {file = "watchfiles-1.0.3-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6f8dc09ae69af50bead60783180f656ad96bd33ffbf6e7a6fce900f6d53b08f1"},
+    {file = "watchfiles-1.0.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:489b80812f52a8d8c7b0d10f0d956db0efed25df2821c7a934f6143f76938bd6"},
+    {file = "watchfiles-1.0.3-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:228e2247de583475d4cebf6b9af5dc9918abb99d1ef5ee737155bb39fb33f3c0"},
+    {file = "watchfiles-1.0.3-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:1550be1a5cb3be08a3fb84636eaafa9b7119b70c71b0bed48726fd1d5aa9b868"},
+    {file = "watchfiles-1.0.3-cp313-cp313-win32.whl", hash = "sha256:16db2d7e12f94818cbf16d4c8938e4d8aaecee23826344addfaaa671a1527b07"},
+    {file = "watchfiles-1.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:160eff7d1267d7b025e983ca8460e8cc67b328284967cbe29c05f3c3163711a3"},
+    {file = "watchfiles-1.0.3-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:c05b021f7b5aa333124f2a64d56e4cb9963b6efdf44e8d819152237bbd93ba15"},
+    {file = "watchfiles-1.0.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:310505ad305e30cb6c5f55945858cdbe0eb297fc57378f29bacceb534ac34199"},
+    {file = "watchfiles-1.0.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ddff3f8b9fa24a60527c137c852d0d9a7da2a02cf2151650029fdc97c852c974"},
+    {file = "watchfiles-1.0.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:46e86ed457c3486080a72bc837300dd200e18d08183f12b6ca63475ab64ed651"},
+    {file = "watchfiles-1.0.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f79fe7993e230a12172ce7d7c7db061f046f672f2b946431c81aff8f60b2758b"},
+    {file = "watchfiles-1.0.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ea2b51c5f38bad812da2ec0cd7eec09d25f521a8b6b6843cbccedd9a1d8a5c15"},
+    {file = "watchfiles-1.0.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0fe4e740ea94978b2b2ab308cbf9270a246bcbb44401f77cc8740348cbaeac3d"},
+    {file = "watchfiles-1.0.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9af037d3df7188ae21dc1c7624501f2f90d81be6550904e07869d8d0e6766655"},
+    {file = "watchfiles-1.0.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:52bb50a4c4ca2a689fdba84ba8ecc6a4e6210f03b6af93181bb61c4ec3abaf86"},
+    {file = "watchfiles-1.0.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:c14a07bdb475eb696f85c715dbd0f037918ccbb5248290448488a0b4ef201aad"},
+    {file = "watchfiles-1.0.3-cp39-cp39-win32.whl", hash = "sha256:be37f9b1f8934cd9e7eccfcb5612af9fb728fecbe16248b082b709a9d1b348bf"},
+    {file = "watchfiles-1.0.3-cp39-cp39-win_amd64.whl", hash = "sha256:ef9ec8068cf23458dbf36a08e0c16f0a2df04b42a8827619646637be1769300a"},
+    {file = "watchfiles-1.0.3-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:84fac88278f42d61c519a6c75fb5296fd56710b05bbdcc74bdf85db409a03780"},
+    {file = "watchfiles-1.0.3-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:c68be72b1666d93b266714f2d4092d78dc53bd11cf91ed5a3c16527587a52e29"},
+    {file = "watchfiles-1.0.3-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:889a37e2acf43c377b5124166bece139b4c731b61492ab22e64d371cce0e6e80"},
+    {file = "watchfiles-1.0.3-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ca05cacf2e5c4a97d02a2878a24020daca21dbb8823b023b978210a75c79098"},
+    {file = "watchfiles-1.0.3-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:8af4b582d5fc1b8465d1d2483e5e7b880cc1a4e99f6ff65c23d64d070867ac58"},
+    {file = "watchfiles-1.0.3-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:127de3883bdb29dbd3b21f63126bb8fa6e773b74eaef46521025a9ce390e1073"},
+    {file = "watchfiles-1.0.3-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:713f67132346bdcb4c12df185c30cf04bdf4bf6ea3acbc3ace0912cab6b7cb8c"},
+    {file = "watchfiles-1.0.3-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:abd85de513eb83f5ec153a802348e7a5baa4588b818043848247e3e8986094e8"},
+    {file = "watchfiles-1.0.3.tar.gz", hash = "sha256:f3ff7da165c99a5412fe5dd2304dd2dbaaaa5da718aad942dcb3a178eaa70c56"},
 ]
 
 [package.dependencies]
@@ -7081,4 +7073,4 @@ security = ["owasp-depscan", "semgrep"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "2c95f1c29e3671017b5f9ccc2f4cf42eb11481d78ffafe36cbca25758c496eb2"
+content-hash = "d7b707a25412d05489928500349e867151fda0a99889d46ff2e2b4a079bb9d1e"
diff --git a/pyproject.toml b/pyproject.toml
index 1d324135d..07caa6a81 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -30,6 +30,7 @@ openai = "^1.46.1"
 tree-sitter-languages = "~1.10.2"
 python-gitlab = "^4.4.0"
 pygithub = "~2.1.1"
+azure-devops = "~7.1.0b4"
 gitpython = "~3.1.40"
 pydantic = "~2.8.2"
 libcst = "~1.1.0"

From 28029bd9794544394a0d2277917e5ea3420ec1d4 Mon Sep 17 00:00:00 2001
From: TIANYOU CHEN <42710806+CTY-git@users.noreply.github.com>
Date: Wed, 18 Dec 2024 11:24:43 +0800
Subject: [PATCH 05/15] fix ScanSonar to get code contexts as well

---
 patchwork/common/client/sonar.py              |  71 +++++++++++-
 patchwork/patchflow.py                        |  28 +++++
 patchwork/patchflows/SonarFix/SonarFix.py     | 104 ++++++++++++++++++
 .../patchflows/SonarFix/default_prompt.json   |   9 ++
 patchwork/patchflows/SonarFix/defaults.yml    |  33 ++++++
 patchwork/steps/ExtractCode/ExtractCode.py    |  70 +++++++-----
 patchwork/steps/ScanSonar/ScanSonar.py        |  30 +++--
 patchwork/steps/ScanSonar/typed.py            |  30 ++---
 pyproject.toml                                |   2 +-
 9 files changed, 318 insertions(+), 59 deletions(-)
 create mode 100644 patchwork/patchflow.py
 create mode 100644 patchwork/patchflows/SonarFix/SonarFix.py
 create mode 100644 patchwork/patchflows/SonarFix/default_prompt.json
 create mode 100644 patchwork/patchflows/SonarFix/defaults.yml

diff --git a/patchwork/common/client/sonar.py b/patchwork/common/client/sonar.py
index 7bcf59a5e..dc059fa4e 100644
--- a/patchwork/common/client/sonar.py
+++ b/patchwork/common/client/sonar.py
@@ -24,7 +24,8 @@ def __init__(self, access_token: str, url: str = __sonar_url) -> None:
 
     def find_vulns(self, project_key: str) -> dict[str, list[SonarVuln]]:
         rv = defaultdict(list)
-        for hotspot in self._find_hotspots(project_key):
+        hotspots = self._find_hotspots(project_key)
+        for hotspot in hotspots:
             hotspot_details = self._find_hotspot_details(hotspot["key"])
             if hotspot_details is None:
                 continue
@@ -39,6 +40,11 @@ def find_vulns(self, project_key: str) -> dict[str, list[SonarVuln]]:
             )
 
             rv[path].append(vuln)
+
+        issues = self.find_issues(project_key)
+        for path, vuln in issues:
+            rv[path].append(vuln)
+
         return rv
 
     def _find_hotspot_details(self, hotspot_key: str) -> Optional[dict]:
@@ -78,3 +84,66 @@ def _find_hotspots(self, project_key: str):
 
             for hotspot in hotspots:
                 yield hotspot
+
+    def find_issues(self, project_key: str):
+        page = 1
+        page_size = 50
+
+        headers = {"Authorization": f"Bearer {self._access_token}"}
+
+        params: dict[str, str | int] = {
+            "p": page,
+            "ps": page_size,
+            "projects": project_key,
+            # "status": "VULNERABILITY",
+            # "impactSoftwareQualities": "SECURITY",
+            "additionalFields": "rules",
+        }
+
+        url = self._url + self.__issue_path
+
+        is_done = False
+        while not is_done:
+            # Send the API request for sonar results
+            response = requests.get(url, params=params, headers=headers)
+            if not response.ok:
+                print("Something went wrong with sonar issues API")
+                return
+
+            data = response.json()
+            is_done = len(data["issues"]) < page_size
+            params["p"] = int(params["p"]) + 1
+
+            # maps to prefix of issue.project
+            component_by_key = {
+                component["key"]: component
+                for component in data["components"]
+                if component["qualifier"] == "FIL" and "path" in component.keys()
+            }
+            # maps to issue.rule
+            rule_by_key = {rule["key"]: rule for rule in data["rules"]}
+
+            for issue in data["issues"]:
+                issue_component_key = next(
+                    (key for key in component_by_key.keys() if key.startswith(issue["component"])),
+                    None,
+                )
+                rule = rule_by_key.get(issue["rule"], None)
+                if issue_component_key is None or rule is None:
+                    continue
+
+                if "impacts" not in issue.keys():
+                    continue
+
+                impact = next(iter(issue["impacts"]), None)
+                if impact is None:
+                    continue
+
+                path = component_by_key[issue_component_key]["path"]
+                vuln = SonarVuln(
+                    cwe="",
+                    bug_msg=issue["message"],
+                    start=issue["textRange"]["startLine"],
+                    end=issue["textRange"]["endLine"],
+                )
+                yield path, vuln
\ No newline at end of file
diff --git a/patchwork/patchflow.py b/patchwork/patchflow.py
new file mode 100644
index 000000000..27c53ceb9
--- /dev/null
+++ b/patchwork/patchflow.py
@@ -0,0 +1,28 @@
+import abc
+from typing import Type
+
+import click
+
+_internal_map: dict[str, Type["Patchflow"]]
+
+
+class PatchflowCommands(click.MultiCommand):
+    def list_commands(self, ctx):
+        return sorted(list(_internal_map.keys()))
+
+    def get_command(self, ctx, name):
+        return _internal_map.get(name, None)
+
+
+class Patchflow(abc.ABC, click.MultiCommand):
+    def __init_subclass__(cls, patchflow_name=None, steps=None, **kwargs):
+        name = patchflow_name or cls.__name__
+        _internal_map[name] = cls
+
+    @abc.abstractmethod
+    def run(self) -> dict:
+        """
+        Runs the step.
+        :return: a dictionary of outputs
+        """
+        ...
diff --git a/patchwork/patchflows/SonarFix/SonarFix.py b/patchwork/patchflows/SonarFix/SonarFix.py
new file mode 100644
index 000000000..a3edce3c6
--- /dev/null
+++ b/patchwork/patchflows/SonarFix/SonarFix.py
@@ -0,0 +1,104 @@
+import json
+from enum import IntEnum
+from pathlib import Path
+
+import yaml
+
+from patchwork.common.utils.progress_bar import PatchflowProgressBar
+from patchwork.common.utils.step_typing import validate_steps_with_inputs
+from patchwork.logger import logger
+from patchwork.step import Step
+from patchwork.steps import (
+    LLM,
+    PR,
+    CallLLM,
+    CommitChanges,
+    CreatePR,
+    ExtractCode,
+    ExtractModelResponse,
+    ModifyCode,
+    PreparePR,
+    PreparePrompt,
+    ScanSemgrep, ScanSonar,
+)
+
+_DEFAULT_PROMPT_JSON = Path(__file__).parent / "default_prompt.json"
+_DEFAULT_INPUT_FILE = Path(__file__).parent / "defaults.yml"
+
+
+class Compatibility(IntEnum):
+    HIGH = 3
+    MEDIUM = 2
+    LOW = 1
+    UNKNOWN = 0
+
+    @staticmethod
+    def from_str(value: str) -> "Compatibility":
+        try:
+            return Compatibility[value.upper()]
+        except KeyError:
+            logger.error(f"Invalid compatibility value: {value}")
+            return Compatibility.UNKNOWN
+
+
+class SonarFix(Step):
+    def __init__(self, inputs: dict):
+        PatchflowProgressBar(self).register_steps(
+            CallLLM,
+            CommitChanges,
+            CreatePR,
+            ExtractCode,
+            ExtractModelResponse,
+            ModifyCode,
+            PreparePR,
+            PreparePrompt,
+            ScanSonar,
+        )
+        final_inputs = yaml.safe_load(_DEFAULT_INPUT_FILE.read_text())
+        final_inputs.update(inputs)
+
+        self.compatibility_threshold = Compatibility.from_str(final_inputs["compatibility"])
+
+        if "prompt_id" not in final_inputs.keys():
+            final_inputs["prompt_id"] = "fixprompt"
+
+        if "prompt_template_file" not in final_inputs.keys():
+            final_inputs["prompt_template_file"] = _DEFAULT_PROMPT_JSON
+
+        final_inputs["response_partitions"] = {
+            "commit_message": ["A. Commit message:", "B. Change summary:"],
+            "patch_message": ["B. Change summary:", "C. Compatibility Risk:"],
+            "compatibility": ["C. Compatibility Risk:", "D. Fixed Code:"],
+            "patch": ["D. Fixed Code:", "```", "\n", "```"],
+        }
+        final_inputs["pr_title"] = f"PatchWork {self.__class__.__name__}"
+        final_inputs["branch_prefix"] = f"{self.__class__.__name__.lower()}-"
+
+        validate_steps_with_inputs(
+            set(final_inputs.keys()).union({"prompt_values"}), ScanSemgrep, ExtractCode, LLM, ModifyCode, PR
+        )
+
+        self.inputs = final_inputs
+
+    def run(self) -> dict:
+        outputs = ScanSonar(self.inputs).run()
+        self.inputs.update(outputs)
+
+        self.inputs["prompt_values"] = outputs.get("files_to_patch", [])
+        outputs = LLM(self.inputs).run()
+        self.inputs.update(outputs)
+
+        for extracted_response in self.inputs["extracted_responses"]:
+            response_compatibility = Compatibility.from_str(
+                extracted_response.get("compatibility", "UNKNOWN").strip()
+            )
+            if response_compatibility < self.compatibility_threshold:
+                extracted_response.pop("patch", None)
+
+        outputs = ModifyCode(self.inputs).run()
+        self.inputs.update(outputs)
+
+        outputs = PR(self.inputs).run()
+        self.inputs.update(outputs)
+
+        return self.inputs
diff --git a/patchwork/patchflows/SonarFix/default_prompt.json b/patchwork/patchflows/SonarFix/default_prompt.json
new file mode 100644
index 000000000..0b5027948
--- /dev/null
+++ b/patchwork/patchflows/SonarFix/default_prompt.json
@@ -0,0 +1,9 @@
+[
+  {
+    "id": "fixprompt",
+    "prompts": [
+      {"role": "system", "content": "You are a senior software engineer who is best in the world at fixing vulnerabilities. Users will give you vulnerable code and you will generate a fix based on the provided INSTRUCTION.\n\nINSTRUCTION:\n\nOnly respond with the fixed code, do not add any comments or change the indentation.\n\nMake sure you respond with the full code and not only the parts that are changed.\n\nThe code should have no errors, it should compile and user should be able to use the fixed code as a direct replacement of the vulnerable code. The code should not introduce any new dependencies or use API calls that are not present in the code.\n\nBefore you generate a fix, do a vulnerability triage and analyse if the vulnerability can indeed to be exploited in the given code.\n\nIf the vulnerability cannot be exploited, respond with <NOT VULNERABLE>.\n\nelse, If you cannot generate an exact fix for the vulnerability, respond with <NO FIX POSSIBLE>.\n\nelse, If you can generate a fix for the vulnerability, do a brief change impact analysis to assess how these modifications might affect the overall system, considering both immediate and potential long-term compatibility issues.\n\nLow: Code diff will be applied to the code base and automatically merged without review.\n\nMedium: Code diff will be applied and a pull request will be sent to the developer to merge, but there are no indirect changes expected to be done in other parts of the system.\n\nHigh: Code diff will be offered as a suggestion to the developer to review and then apply to the code base. There are likely other changes that need to be done by the developer before the change can be implemented.\n\nPlease provide a response only in the following format:\n\nA. Commit message:\n<brief summary of the diff>\n\nB. Change summary:\n<description of the changes made in the diff>\n\nC. Compatibility Risk:\n<Low, Medium, High> \n\nD. Fixed Code:\n<original code with the vulnerability now fixed>\n\nFix vulnerability with the following details.\n\n{{messageText}}."},
+      {"role": "user", "content": "```\n{{affectedCode}}\n```"}
+    ]
+  }
+]
\ No newline at end of file
diff --git a/patchwork/patchflows/SonarFix/defaults.yml b/patchwork/patchflows/SonarFix/defaults.yml
new file mode 100644
index 000000000..991b32155
--- /dev/null
+++ b/patchwork/patchflows/SonarFix/defaults.yml
@@ -0,0 +1,33 @@
+# AutoFix Inputs
+compatibility: unknown
+
+# ExtractCode Inputs
+vulnerability_limit: 10
+context_size: 1000
+severity: unknown
+# sarif_file_path should point to the generated SARIF file relative to the working directory
+# sarif_file_path: /mnt/data/sarif.json
+
+# PreparePrompt Inputs
+# prompt_template_file: your-prompt-template-here
+
+# CallLLM Inputs
+# openai_api_key: required-for-chatgpt
+# google_api_key: required-for-gemini
+# model: gpt-4o
+# client_base_url: https://api.openai.com/v1
+# Example HF model
+# client_base_url: https://api-inference.huggingface.co/models/codellama/CodeLlama-70b-Instruct-hf/v1
+# model: codellama/CodeLlama-70b-Instruct-hf
+# model_temperature: 0.2
+# model_top_p: 0.95
+# model_max_tokens: 2000
+
+# CommitChanges Inputs
+disable_branch: false
+
+# CreatePR Inputs
+disable_pr: false
+force_pr_creation: true
+# github_api_key: required-for-github-scm
+# gitlab_api_key: required-for-gitlab-scm
\ No newline at end of file
diff --git a/patchwork/steps/ExtractCode/ExtractCode.py b/patchwork/steps/ExtractCode/ExtractCode.py
index 01d1e31a6..6a03252e3 100644
--- a/patchwork/steps/ExtractCode/ExtractCode.py
+++ b/patchwork/steps/ExtractCode/ExtractCode.py
@@ -4,6 +4,7 @@
 import sys
 from collections import defaultdict
 from enum import IntEnum
+from logging import LogRecord
 from pathlib import Path
 from urllib.parse import urlparse
 
@@ -38,6 +39,42 @@ def get_source_code_context(
     return None, None
 
 
+def read_and_get_source_code_context(file_path: str, start_line: int, end_line: int, context_length: int):
+    # Extract lines from the code file
+    logger.debug(f"Extracting context for {file_path} at {start_line}:{end_line}")
+    try:
+        with open_with_chardet(file_path, "r") as file:
+            src = file.read()
+
+        source_lines = src.splitlines(keepends=True)
+        context_start, context_end = get_source_code_context(
+            file_path, source_lines, start_line, end_line, context_length
+        )
+
+        source_code_context = None
+        if context_start is not None and context_end is not None:
+            source_code_context = "".join(source_lines[context_start:context_end])
+
+    except FileNotFoundError:
+        context_start = None
+        context_end = None
+        source_code_context = None
+        logger.debug(f"File not found in the current working directory: {file_path}")
+    except Exception as e:
+        context_start = None
+        context_end = None
+        source_code_context = None
+        logger.error(f"Error reading file: {file_path}")
+
+    if source_code_context is None:
+        logger.debug(f"No context found for {file_path} at {start_line}:{end_line}")
+        return None
+
+    start = context_start if context_start is not None else start_line
+    end = context_end if context_end is not None else end_line
+    return source_code_context, start, end
+
+
 def parse_sarif_location(base_path: Path, location_str: str) -> Path | None:
     uri = urlparse(location_str)
     if uri.scheme != "file" and uri.scheme != "":
@@ -220,35 +257,10 @@ def transform_sarif_results(
                 else:
                     file_path = str(uri)
 
-                # Extract lines from the code file
-                logger.debug(f"Extracting context for {file_path} at {start_line}:{end_line}")
-                try:
-                    with open_with_chardet(file_path, "r") as file:
-                        src = file.read()
-
-                    source_lines = src.splitlines(keepends=True)
-                    context_start, context_end = get_source_code_context(
-                        file_path, source_lines, start_line, end_line, context_length
-                    )
-
-                    source_code_context = None
-                    if context_start is not None and context_end is not None:
-                        source_code_context = "".join(source_lines[context_start:context_end])
-
-                except FileNotFoundError:
-                    context_start = None
-                    context_end = None
-                    source_code_context = None
-                    logger.debug(f"File not found in the current working directory: {file_path}")
-                except Exception as e:
-                    context_start = None
-                    context_end = None
-                    source_code_context = None
-                    logger.error(f"Error reading file: {file_path}", e)
-
-                if source_code_context is None:
-                    logger.debug(f"No context found for {file_path} at {start_line}:{end_line}")
+                data = read_and_get_source_code_context(file_path, start_line, end_line, context_length)
+                if data is None:
                     continue
+                source_code_context, start, end = data
 
                 fix_messages = ""
                 fix_message_delimiter = "\n- "
@@ -256,8 +268,6 @@ def transform_sarif_results(
                     fix_msg = fix.get("description", {}).get("text", "")
                     fix_messages = fix_messages + fix_message_delimiter + fix_msg
 
-                start = context_start if context_start is not None else start_line
-                end = context_end if context_end is not None else end_line
                 msg = f"Issue Description: {result.get('message', {}).get('text', '')}"
                 if fix_messages.strip() != "":
                     msg = f"{msg}\n" f"Suggested fixes:{fix_messages}"
diff --git a/patchwork/steps/ScanSonar/ScanSonar.py b/patchwork/steps/ScanSonar/ScanSonar.py
index 89c3c834a..cdd80df75 100644
--- a/patchwork/steps/ScanSonar/ScanSonar.py
+++ b/patchwork/steps/ScanSonar/ScanSonar.py
@@ -2,6 +2,7 @@
 
 from patchwork.step import Step, StepStatus
 from patchwork.common.client.sonar import SonarClient
+from patchwork.steps.ExtractCode.ExtractCode import read_and_get_source_code_context
 from patchwork.steps.ScanSonar.typed import (
     ScanSonarInputs, 
     ScanSonarOutputs,
@@ -11,15 +12,15 @@
 class ScanSonar(Step, input_class=ScanSonarInputs, output_class=ScanSonarOutputs):
     def __init__(self, inputs: dict):
         super().__init__(inputs)
-        
+
+        self.context_length = inputs.get("context_length", 1000)
         self.project_key = inputs.get("sonarqube_project_key")
-        self.access_token = inputs.get("sonarqube_access_token")
-        self.sonar_url = inputs.get("sonarqube_base_url")
-        
-        self.client = SonarClient(
-            access_token=self.access_token,
-            url=self.sonar_url
-        )
+        access_token = inputs.get("sonarqube_api_key")
+        sonar_url = inputs.get("sonarqube_base_url")
+        sonar_client_kwargs = dict(access_token=access_token)
+        if sonar_url is not None:
+            sonar_client_kwargs["url"] = sonar_url
+        self.client = SonarClient(**sonar_client_kwargs)
 
     def run(self) -> dict:
         try:
@@ -29,12 +30,17 @@ def run(self) -> dict:
             
             for file_path, vulns in vulns_by_path.items():
                 for vuln in vulns:
+                    data = read_and_get_source_code_context(file_path, vuln.start, vuln.end, self.context_length)
+                    if data is None:
+                        continue
+                    source_code_context, start, end = data
+
                     vulnerability = SonarVulnerability(
                         uri=file_path,
-                        startLine=vuln.start,
-                        endLine=vuln.end,
-                        cwe=vuln.cwe,
-                        description=vuln.bug_msg,
+                        startLine=start,
+                        endLine=end,
+                        affectedCode=source_code_context,
+                        messageText=vuln.bug_msg,
                     )
                     files_to_patch.append(vulnerability)
             
diff --git a/patchwork/steps/ScanSonar/typed.py b/patchwork/steps/ScanSonar/typed.py
index dcf0154c3..09a28db70 100644
--- a/patchwork/steps/ScanSonar/typed.py
+++ b/patchwork/steps/ScanSonar/typed.py
@@ -2,42 +2,42 @@
 from patchwork.common.utils.step_typing import StepTypeConfig
 
 class __ScanSonarRequiredInputs(TypedDict):
-    pass
-
-class ScanSonarInputs(__ScanSonarRequiredInputs, total=False):
-    sonarqube_access_token: Annotated[
+    sonarqube_api_key: Annotated[
         str,
         StepTypeConfig(
             is_config=True,
             msg="""SonarQube access token not found.
-Please generate an access token in your SonarQube instance and add `--sonarqube_access_token=<token>` to the command line.""",
+Please generate an access token in your SonarQube instance and add `--sonarqube_api_key=<token>` to the command line.""",
         ),
     ]
-    sonarqube_base_url: Annotated[
+    sonarqube_project_key: Annotated[
         str,
         StepTypeConfig(
             is_config=True,
-            msg="""SonarQube base URL not found.
-Please provide the URL of your SonarQube instance using `--sonarqube_base_url=<url>`.
-For SonarCloud, this would be https://sonarcloud.io""",
+            msg="""SonarQube project key not found.
+Please provide your project key using `--sonarqube_project_key=<key>`.
+You can find this in your SonarQube project settings.""",
         ),
     ]
-    sonarqube_project_key: Annotated[
+
+class ScanSonarInputs(__ScanSonarRequiredInputs, total=False):
+    sonarqube_base_url: Annotated[
         str,
         StepTypeConfig(
             is_config=True,
-            msg="""SonarQube project key not found.
-Please provide your project key using `--sonarqube_project_key=<key>`.
-You can find this in your SonarQube project settings.""",
+            msg="""SonarQube base URL not found.
+Please provide the URL of your SonarQube instance using `--sonarqube_base_url=<url>`.
+For SonarCloud, this would be https://sonarcloud.io""",
         ),
     ]
 
+
 class SonarVulnerability(TypedDict):
     uri: str
     startLine: int
     endLine: int
-    cwe: str
-    description: str
+    affectedCode: str
+    messageText: str
 
 class ScanSonarOutputs(TypedDict):
     files_to_patch: List[SonarVulnerability]
diff --git a/pyproject.toml b/pyproject.toml
index 07caa6a81..997eaab24 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "patchwork-cli"
-version = "0.0.83"
+version = "0.0.84.dev0"
 description = ""
 authors = ["patched.codes"]
 license = "AGPL"

From ddbccda01670ae4e1622e35b48602880168316dc Mon Sep 17 00:00:00 2001
From: TIANYOU CHEN <42710806+CTY-git@users.noreply.github.com>
Date: Wed, 18 Dec 2024 11:34:14 +0800
Subject: [PATCH 06/15] fix tests

---
 tests/common/test_app.py       |  4 +++-
 tests/steps/test_ReadIssues.py | 14 ++++++++++++--
 tests/steps/test_ScanSonar.py  |  2 +-
 3 files changed, 16 insertions(+), 4 deletions(-)

diff --git a/tests/common/test_app.py b/tests/common/test_app.py
index 4dee354bc..3e4ea8bb3 100644
--- a/tests/common/test_app.py
+++ b/tests/common/test_app.py
@@ -53,7 +53,8 @@ def test_default_list_option_callback(runner):
 GenerateREADME
 GenerateUnitTests
 PRReview
-ResolveIssue"""
+ResolveIssue
+SonarFix"""
     )
 
 
@@ -73,6 +74,7 @@ def test_config_list_option_callback(runner, config_dir, patchflow_file):
 GenerateUnitTests
 PRReview
 ResolveIssue
+SonarFix
 {name_without_ext}"""
     )
 
diff --git a/tests/steps/test_ReadIssues.py b/tests/steps/test_ReadIssues.py
index 0e66b5e99..96b8452e1 100644
--- a/tests/steps/test_ReadIssues.py
+++ b/tests/steps/test_ReadIssues.py
@@ -9,12 +9,22 @@
         (
             {"github_api_key": "key"},
             "patchwork.common.client.scm.GithubClient.find_issue_by_url",
-            dict(title="", body="github pr body", comments=["nothing", "there"], description="Title:\n\n\nDescription:\ngithub pr body\n"),
+            dict(
+                title="",
+                body="github pr body",
+                comments=["nothing", "there"],
+                description="Title:\n\n\nDescription:\ngithub pr body\n",
+            ),
         ),
         (
             {"gitlab_api_key": "key"},
             "patchwork.common.client.scm.GitlabClient.find_issue_by_url",
-            dict(title="gitlab pr title", body="", comments=["something", "here"], description="Title:\ngitlab pr title\n\nDescription:\n\n"),
+            dict(
+                title="gitlab pr title",
+                body="",
+                comments=["something", "here"],
+                description="Title:\ngitlab pr title\n\nDescription:\n\n",
+            ),
         ),
     ],
 )
diff --git a/tests/steps/test_ScanSonar.py b/tests/steps/test_ScanSonar.py
index 7720a1789..0177a1958 100644
--- a/tests/steps/test_ScanSonar.py
+++ b/tests/steps/test_ScanSonar.py
@@ -40,7 +40,7 @@ def test_scan_sonar():
 def test_scan_sonar_error():
     inputs = {
         "sonarqube_project_key": "test-project",
-        "sonarqube_access_token": "test-token",
+        "sonarqube_api_key": "test-token",
         "sonarqube_base_url": "https://sonarcloud.io"
     }
     

From c4c7612417475f8576556a07c298e33cfb9d00c0 Mon Sep 17 00:00:00 2001
From: TIANYOU CHEN <42710806+CTY-git@users.noreply.github.com>
Date: Wed, 18 Dec 2024 11:39:19 +0800
Subject: [PATCH 07/15] fix again

---
 tests/steps/test_ScanSonar.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/steps/test_ScanSonar.py b/tests/steps/test_ScanSonar.py
index 0177a1958..b69b12783 100644
--- a/tests/steps/test_ScanSonar.py
+++ b/tests/steps/test_ScanSonar.py
@@ -7,7 +7,7 @@
 def test_scan_sonar():
     inputs = {
         "sonarqube_project_key": "test-project",
-        "sonarqube_access_token": "test-token",
+        "sonarqube_api_key": "test-token",
         "sonarqube_base_url": "https://sonarcloud.io"
     }
     

From 22476598d6b99512433016c9556a150dbe487ce9 Mon Sep 17 00:00:00 2001
From: TIANYOU CHEN <42710806+CTY-git@users.noreply.github.com>
Date: Wed, 18 Dec 2024 11:59:36 +0800
Subject: [PATCH 08/15] save

---
 tests/steps/test_ScanSonar.py | 20 +++++++++++---------
 1 file changed, 11 insertions(+), 9 deletions(-)

diff --git a/tests/steps/test_ScanSonar.py b/tests/steps/test_ScanSonar.py
index b69b12783..1e9228cff 100644
--- a/tests/steps/test_ScanSonar.py
+++ b/tests/steps/test_ScanSonar.py
@@ -1,3 +1,5 @@
+from pathlib import Path
+
 import pytest
 from unittest.mock import Mock, patch
 
@@ -10,12 +12,13 @@ def test_scan_sonar():
         "sonarqube_api_key": "test-token",
         "sonarqube_base_url": "https://sonarcloud.io"
     }
-    
+
+    path_to_resource_file = Path(__file__).parent.parent / "cicd" / "generate_docstring" / "python_test_file.py"
     mock_vulns = {
-        "src/file1.py": [
+        str(path_to_resource_file): [
             SonarVuln(
-                start=10,
-                end=15,
+                start=13,
+                end=14,
                 cwe="CWE-79",
                 bug_msg="Test vulnerability"
             )
@@ -31,11 +34,10 @@ def test_scan_sonar():
         assert len(vulns) == 1
         
         vuln = vulns[0]
-        assert vuln["uri"] == "src/file1.py"
-        assert vuln["startLine"] == 10
-        assert vuln["endLine"] == 15
-        assert vuln["cwe"] == "CWE-79"
-        assert vuln["description"] == "Test vulnerability"
+        assert vuln["uri"] == str(path_to_resource_file)
+        assert vuln["startLine"] == 0
+        assert vuln["endLine"] == 24
+        assert vuln["messageText"] == "Test vulnerability"
 
 def test_scan_sonar_error():
     inputs = {

From 59fc1000154306f17f36fc553f7b8a2d59379277 Mon Sep 17 00:00:00 2001
From: TIANYOU CHEN <42710806+CTY-git@users.noreply.github.com>
Date: Wed, 18 Dec 2024 13:22:04 +0800
Subject: [PATCH 09/15] update init

---
 patchwork/patchflows/__init__.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/patchwork/patchflows/__init__.py b/patchwork/patchflows/__init__.py
index 3345dfec5..277f03197 100644
--- a/patchwork/patchflows/__init__.py
+++ b/patchwork/patchflows/__init__.py
@@ -6,6 +6,7 @@
 from .GenerateUnitTests.GenerateUnitTests import GenerateUnitTests
 from .PRReview.PRReview import PRReview
 from .ResolveIssue.ResolveIssue import ResolveIssue
+from .SonarFix.SonarFix import SonarFix
 
 __all__ = [
     "AutoFix",
@@ -16,4 +17,5 @@
     "GenerateDocstring",
     "GenerateUnitTests",
     "GenerateDiagram",
+    "SonarFix",
 ]

From c180272c36be18a862068ef75f58fa3d1f675546 Mon Sep 17 00:00:00 2001
From: TIANYOU CHEN <42710806+CTY-git@users.noreply.github.com>
Date: Wed, 18 Dec 2024 13:27:22 +0800
Subject: [PATCH 10/15] bump version

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 997eaab24..71559c584 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "patchwork-cli"
-version = "0.0.84.dev0"
+version = "0.0.84.dev1"
 description = ""
 authors = ["patched.codes"]
 license = "AGPL"

From 7e9646082cc78906cbdb24d6b4be1c2e22bf55d8 Mon Sep 17 00:00:00 2001
From: TIANYOU CHEN <42710806+CTY-git@users.noreply.github.com>
Date: Wed, 18 Dec 2024 18:06:20 +0800
Subject: [PATCH 11/15] bump and record outputs

---
 patchwork/app.py                   |  5 +++--
 patchwork/common/client/patched.py | 36 ++++++++++++++++++++++--------
 pyproject.toml                     |  2 +-
 3 files changed, 31 insertions(+), 12 deletions(-)

diff --git a/patchwork/app.py b/patchwork/app.py
index 3de6ac301..c759ec238 100644
--- a/patchwork/app.py
+++ b/patchwork/app.py
@@ -238,9 +238,10 @@ def cli(
             if not disable_telemetry:
                 patched.send_public_telemetry(patchflow_name, inputs)
 
-            with patched.patched_telemetry(patchflow_name, {}):
+            with patched.patched_telemetry(patchflow_name, {}) as output_dict:
                 patchflow_instance = patchflow_class(inputs)
-                patchflow_instance.run()
+                patchflow_output = patchflow_instance.run()
+                output_dict.update(patchflow_output)
         except Exception as e:
             logger.debug(traceback.format_exc())
             logger.error(f"Error running patchflow {patchflow}: {e}")
diff --git a/patchwork/common/client/patched.py b/patchwork/common/client/patched.py
index ddd5d81e2..4a37615a1 100644
--- a/patchwork/common/client/patched.py
+++ b/patchwork/common/client/patched.py
@@ -76,6 +76,10 @@ class PatchedClient(click.ParamType):
     ALLOWED_TELEMETRY_KEYS = {
         "model",
     }
+    ALLOWED_TELEMETRY_OUTPUT_KEYS = {
+        "pr_url",
+        "issue_url",
+    }
 
     def __init__(self, access_token: str, url: str = DEFAULT_PATCH_URL):
         self.access_token = access_token
@@ -140,6 +144,15 @@ def __handle_telemetry_inputs(self, inputs: dict[str, Any]) -> dict:
 
         return inputs_copy
 
+    def __handle_telemetry_outputs(self, outputs: dict[str, Any]) -> dict:
+        diff_keys = set(outputs.keys()).difference(self.ALLOWED_TELEMETRY_KEYS)
+
+        outputs_copy = outputs.copy()
+        for key in diff_keys:
+            del outputs_copy[key]
+
+        return outputs_copy
+
     async def _public_telemetry(self, patchflow: str, inputs: dict[str, Any]):
         user_config = get_user_config()
         requests.post(
@@ -169,19 +182,21 @@ def send_public_telemetry(self, patchflow: str, inputs: dict):
 
     @contextlib.contextmanager
     def patched_telemetry(self, patchflow: str, inputs: dict):
+        outputs = dict()
+
         if not self.access_token:
-            yield
+            yield outputs
             return
 
         try:
             is_valid_client = self.test_token()
         except Exception as e:
             logger.error(f"Access Token test failed: {e}")
-            yield
+            yield outputs
             return
 
         if not is_valid_client:
-            yield
+            yield outputs
             return
 
         try:
@@ -189,18 +204,20 @@ def patched_telemetry(self, patchflow: str, inputs: dict):
             patchflow_run_id = self.record_patchflow_run(patchflow, repo, self.__handle_telemetry_inputs(inputs))
         except Exception as e:
             logger.error(f"Failed to record patchflow run: {e}")
-            yield
+            yield outputs
             return
 
         if patchflow_run_id is None:
-            yield
+            yield outputs
             return
 
         try:
-            yield
+            yield outputs
         finally:
             try:
-                self.finish_record_patchflow_run(patchflow_run_id, patchflow, repo)
+                self.finish_record_patchflow_run(
+                    patchflow_run_id, patchflow, repo, self.__handle_telemetry_outputs(outputs)
+                )
             except Exception as e:
                 logger.error(f"Failed to finish patchflow run: {e}")
 
@@ -222,9 +239,9 @@ def record_patchflow_run(self, patchflow: str, repo: Repo, inputs: dict) -> int
             return None
 
         logger.debug(f"Patchflow run recorded for {patchflow}")
-        return response.json()["id"]
+        return response.json().get("id")
 
-    def finish_record_patchflow_run(self, id: int, patchflow: str, repo: Repo) -> None:
+    def finish_record_patchflow_run(self, id: int, patchflow: str, repo: Repo, outputs: dict) -> None:
         response = self._post(
             url=self.url + "/v1/patchwork/",
             headers={"Authorization": f"Bearer {self.access_token}"},
@@ -232,6 +249,7 @@ def finish_record_patchflow_run(self, id: int, patchflow: str, repo: Repo) -> No
                 "id": id,
                 "url": repo.remotes.origin.url,
                 "patchflow": patchflow,
+                "outputs": outputs
             },
         )
 
diff --git a/pyproject.toml b/pyproject.toml
index 71559c584..c18c0eb63 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "patchwork-cli"
-version = "0.0.84.dev1"
+version = "0.0.84.dev2"
 description = ""
 authors = ["patched.codes"]
 license = "AGPL"

From 39138f61dc0c2d219a412d82e5fdc99c49826885 Mon Sep 17 00:00:00 2001
From: TIANYOU CHEN <42710806+CTY-git@users.noreply.github.com>
Date: Wed, 18 Dec 2024 18:34:36 +0800
Subject: [PATCH 12/15] update

---
 patchwork/common/client/patched.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/patchwork/common/client/patched.py b/patchwork/common/client/patched.py
index 4a37615a1..23df3d477 100644
--- a/patchwork/common/client/patched.py
+++ b/patchwork/common/client/patched.py
@@ -72,7 +72,7 @@ def init_poolmanager(self, connections, maxsize, block=DEFAULT_POOLBLOCK, **pool
 
 class PatchedClient(click.ParamType):
     TOKEN_URL = "https://app.patched.codes/signin"
-    DEFAULT_PATCH_URL = "https://patchwork.patched.codes"
+    DEFAULT_PATCH_URL = "http://localhost:8080"
     ALLOWED_TELEMETRY_KEYS = {
         "model",
     }
@@ -145,7 +145,7 @@ def __handle_telemetry_inputs(self, inputs: dict[str, Any]) -> dict:
         return inputs_copy
 
     def __handle_telemetry_outputs(self, outputs: dict[str, Any]) -> dict:
-        diff_keys = set(outputs.keys()).difference(self.ALLOWED_TELEMETRY_KEYS)
+        diff_keys = set(outputs.keys()).difference(self.ALLOWED_TELEMETRY_OUTPUT_KEYS)
 
         outputs_copy = outputs.copy()
         for key in diff_keys:

From 9609350573391fc5ebd82cef1adb634ea446f4f4 Mon Sep 17 00:00:00 2001
From: TY <42710806+CTY-git@users.noreply.github.com>
Date: Wed, 18 Dec 2024 19:05:05 +0800
Subject: [PATCH 13/15] Update patched.py

---
 patchwork/common/client/patched.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/patchwork/common/client/patched.py b/patchwork/common/client/patched.py
index 23df3d477..b06d769b2 100644
--- a/patchwork/common/client/patched.py
+++ b/patchwork/common/client/patched.py
@@ -72,7 +72,7 @@ def init_poolmanager(self, connections, maxsize, block=DEFAULT_POOLBLOCK, **pool
 
 class PatchedClient(click.ParamType):
     TOKEN_URL = "https://app.patched.codes/signin"
-    DEFAULT_PATCH_URL = "http://localhost:8080"
+    DEFAULT_PATCH_URL = "https://patchwork.patched.codes"
     ALLOWED_TELEMETRY_KEYS = {
         "model",
     }

From 863f2acfb4efdbe0785ba457c9941bd49d20a6ed Mon Sep 17 00:00:00 2001
From: TIANYOU CHEN <42710806+CTY-git@users.noreply.github.com>
Date: Thu, 19 Dec 2024 11:27:26 +0800
Subject: [PATCH 14/15] bump to 0.0.84

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c18c0eb63..1bb476a20 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "patchwork-cli"
-version = "0.0.84.dev2"
+version = "0.0.84"
 description = ""
 authors = ["patched.codes"]
 license = "AGPL"

From 02b8d53f68f295c9ea09885867a5214d6ab08fbd Mon Sep 17 00:00:00 2001
From: TIANYOU CHEN <42710806+CTY-git@users.noreply.github.com>
Date: Thu, 19 Dec 2024 11:28:51 +0800
Subject: [PATCH 15/15] fix error message

---
 patchwork/steps/CreatePR/CreatePR.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/patchwork/steps/CreatePR/CreatePR.py b/patchwork/steps/CreatePR/CreatePR.py
index ff35d6f84..ba2be895e 100644
--- a/patchwork/steps/CreatePR/CreatePR.py
+++ b/patchwork/steps/CreatePR/CreatePR.py
@@ -34,8 +34,8 @@ def __init__(self, inputs: dict):
                 self.scm_client = AzureDevopsClient(inputs["azuredevops_api_key"])
             else:
                 logger.warning(
-                    f'Missing required input data: "github_api_key" or "gitlab_api_key",'
-                    f" PR creation will be disabled."
+                    f'Missing required input data: "github_api_key", "gitlab_api_key" or "azuredevops_api_key". '
+                    f"PR creation will be disabled."
                 )
                 self.enabled = False