diff --git a/README.md b/README.md index 4742e8c..e3ea4c6 100644 --- a/README.md +++ b/README.md @@ -124,7 +124,7 @@ The **KPIs** section summarizes the most important metrics of your test suite: - Global Filter: Jump directly to common problem areas across the entire project: - Keywords without Documentation: Keywords that are missing documentation. - Unused Keywords: Keywords that are never called in any analyzed file. - - Keywords with Calling Cycles: Keywords that participate in cyclic calls (A calls B, B calls A, etc.), which can indicate design or maintainability issues. + - Potential Keyword Duplicates: Keywords that may duplicate or closely resemble existing keywords.
diff --git a/packages/roboview/poetry.lock b/packages/roboview/poetry.lock index 9d9b806..a3099db 100644 --- a/packages/roboview/poetry.lock +++ b/packages/roboview/poetry.lock @@ -1,5 +1,17 @@ # This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand. +[[package]] +name = "annotated-doc" +version = "0.0.4" +description = "Document parameters, class attributes, return types, and variables inline, with Annotated." +optional = false +python-versions = ">=3.8" +groups = ["main"] +files = [ + {file = "annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"}, + {file = "annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4"}, +] + [[package]] name = "annotated-types" version = "0.7.0" @@ -14,26 +26,39 @@ files = [ [[package]] name = "anyio" -version = "4.9.0" -description = "High level compatibility layer for multiple asynchronous event loop implementations" +version = "4.12.1" +description = "High-level concurrency and networking framework on top of asyncio or Trio" optional = false python-versions = ">=3.9" groups = ["main"] files = [ - {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"}, - {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"}, + {file = "anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"}, + {file = "anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703"}, ] [package.dependencies] exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} idna = ">=2.8" -sniffio = ">=1.1" typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""} [package.extras] -doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"] -test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""] -trio = ["trio (>=0.26.1)"] +trio = ["trio (>=0.31.0) ; python_version < \"3.10\"", "trio (>=0.32.0) ; python_version >= \"3.10\""] + +[[package]] +name = "appium-python-client" +version = "5.2.6" +description = "Python client for Appium" +optional = false +python-versions = ">=3.9" +groups = ["dev"] +files = [ + {file = "appium_python_client-5.2.6-py3-none-any.whl", hash = "sha256:401e19b95170f2293ca3f31abc4695910db32a8a58ffcf9541743f13af8104c2"}, + {file = "appium_python_client-5.2.6.tar.gz", hash = "sha256:708a604756f105f2e549dae43068f5785d9aab70c47927d6a0a0f0ed93378004"}, +] + +[package.dependencies] +selenium = ">=4.26,<5.0" +typing-extensions = ">=4.13,<5.0" [[package]] name = "attrs" @@ -41,7 +66,7 @@ version = "25.4.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.9" -groups = ["main"] +groups = ["dev"] files = [ {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"}, {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"}, @@ -49,14 +74,14 @@ files = [ [[package]] name = "certifi" -version = "2026.1.4" +version = "2026.2.25" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.7" -groups = ["main"] +groups = ["main", "dev"] files = [ - {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"}, - {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"}, + {file = "certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa"}, + {file = "certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7"}, ] [[package]] @@ -65,7 +90,7 @@ version = "2.0.0" description = "Foreign Function Interface for Python calling C code." optional = false python-versions = ">=3.9" -groups = ["main"] +groups = ["dev"] markers = "platform_python_implementation != \"PyPy\" or os_name == \"nt\" and implementation_name != \"pypy\"" files = [ {file = "cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44"}, @@ -157,16 +182,139 @@ files = [ [package.dependencies] pycparser = {version = "*", markers = "implementation_name != \"PyPy\""} +[[package]] +name = "charset-normalizer" +version = "3.4.4" +description = "The Real First Universal Charset Detector. 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{file = "uvicorn-0.34.3-py3-none-any.whl", hash = "sha256:16246631db62bdfbf069b0645177d6e8a77ba950cfedbfd093acef9444e4d885"}, - {file = "uvicorn-0.34.3.tar.gz", hash = "sha256:35919a9a979d7a59334b6b10e05d77c1d0d574c50e0fc98b8b1a0f165708b55a"}, + {file = "uvicorn-0.41.0-py3-none-any.whl", hash = "sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187"}, + {file = "uvicorn-0.41.0.tar.gz", hash = "sha256:09d11cf7008da33113824ee5a1c6422d89fbc2ff476540d69a34c87fab8b571a"}, ] [package.dependencies] @@ -2044,18 +2156,18 @@ h11 = ">=0.8" typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""} [package.extras] -standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"] +standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.20)", "websockets (>=10.4)"] [[package]] name = "wcwidth" -version = "0.5.3" +version = "0.6.0" description = "Measures the displayed width of unicode strings in a terminal" optional = false python-versions = ">=3.8" -groups = ["main"] +groups = ["dev"] files = [ - {file = "wcwidth-0.5.3-py3-none-any.whl", hash = "sha256:d584eff31cd4753e1e5ff6c12e1edfdb324c995713f75d26c29807bb84bf649e"}, - {file = "wcwidth-0.5.3.tar.gz", hash = "sha256:53123b7af053c74e9fe2e92ac810301f6139e64379031f7124574212fb3b4091"}, + {file = "wcwidth-0.6.0-py3-none-any.whl", hash = "sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad"}, + {file = "wcwidth-0.6.0.tar.gz", hash = "sha256:cdc4e4262d6ef9a1a57e018384cbeb1208d8abbc64176027e2c2455c81313159"}, ] [[package]] @@ -2064,7 +2176,7 @@ version = "1.9.0" description = "WebSocket client for Python with low level API options" optional = false python-versions = ">=3.9" -groups = ["main"] +groups = ["dev"] files = [ {file = "websocket_client-1.9.0-py3-none-any.whl", hash = "sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef"}, {file = "websocket_client-1.9.0.tar.gz", hash = "sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98"}, @@ -2081,7 +2193,7 @@ version = "2.1.1" description = "Module for decorators, wrappers and monkey patching." optional = false python-versions = ">=3.9" -groups = ["main"] +groups = ["dev"] files = [ {file = "wrapt-2.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7e927375e43fd5a985b27a8992327c22541b6dede1362fc79df337d26e23604f"}, {file = "wrapt-2.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e1c99544b6a7d40ca22195563b6d8bc3986ee8bb82f272f31f0670fe9440c869"}, @@ -2168,7 +2280,7 @@ version = "1.3.2" description = "Pure-Python WebSocket protocol implementation" optional = false python-versions = ">=3.10" -groups = ["main"] +groups = ["dev"] files = [ {file = "wsproto-1.3.2-py3-none-any.whl", hash = "sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584"}, {file = "wsproto-1.3.2.tar.gz", hash = "sha256:b86885dcf294e15204919950f666e06ffc6c7c114ca900b060d6e16293528294"}, @@ -2179,5 +2291,5 @@ h11 = ">=0.16.0,<1" [metadata] lock-version = "2.1" -python-versions = ">=3.10,<3.14" -content-hash = "c9e289337ea9d1da00fdcd6f1087230bc956179512d94fbb4cee5437fa3f94ed" +python-versions = ">=3.10,<=3.14" +content-hash = "d0f7c503f61fce072987c44b1d93bb0b7b11797e30cd30af989028f3027cc4f3" diff --git a/packages/roboview/pyproject.toml b/packages/roboview/pyproject.toml index d64c393..bae36f3 100644 --- a/packages/roboview/pyproject.toml +++ b/packages/roboview/pyproject.toml @@ -11,28 +11,29 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.10,<3.14" -robotframework = "^7.2.2" -fastapi = "^0.115.8" -uvicorn = "^0.34.0" -pygments = "^2.19.1" -scikit-learn = "^1.6.1" -numpy = "^2.2.4" -pydantic = "^2.11.4" -starlette = "^0.46.0" -pydantic-settings = "^2.12.0" +python = ">=3.10,<=3.14" +robotframework = "^7.4.1" +fastapi = "^0.135.1" +uvicorn = "^0.41.0" +pygments = "^2.19.2" +pydantic = "^2.12.5" +starlette = "^0.52.1" +pydantic-settings = "^2.13.1" coloredlogs = "^15.0.1" -robotframework-robocop = "^7.2.0" +robotframework-robocop = "^8.2.2" httpx = "^0.28.1" -robotframework-browser = "^19.12.4" -robotframework-databaselibrary = "^2.4.1" -robotframework-crypto = "^0.4.2" -robotframework-seleniumlibrary = "^6.8.0" +typer = "^0.24.1" [tool.poetry.group.dev.dependencies] pyright = "^1.1.408" pytest = "^9.0.2" deptry = "^0.24.0" +robotframework-browser = "^19.12.5" +robotframework-databaselibrary = "^2.4.1" +robotframework-crypto = "^0.4.2" +robotframework-seleniumlibrary = "^6.8.0" +robotframework-appiumlibrary = "^3.2.1" +robotframework-requests = "^0.9.7" [build-system] requires = ["poetry-core"] diff --git a/packages/roboview/roboview/main.py b/packages/roboview/roboview/main.py index 180d62f..26d4bde 100644 --- a/packages/roboview/roboview/main.py +++ b/packages/roboview/roboview/main.py @@ -73,6 +73,6 @@ async def catch_exceptions_middleware(request: Request, call_next: Callable) -> uvicorn.run( app, host="127.0.0.1", - port=8000, + port=18123, log_level=settings.LOG_LEVEL.lower(), ) diff --git a/packages/roboview/roboview/schemas/domain/common.py b/packages/roboview/roboview/schemas/domain/common.py index 55257a3..cf1fcd1 100644 --- a/packages/roboview/roboview/schemas/domain/common.py +++ b/packages/roboview/roboview/schemas/domain/common.py @@ -3,13 +3,29 @@ from enum import Enum -class LibraryType(Enum): - """Supported Robot Framework libraries.""" +class ExternalLibraryType(Enum): + """Supported external Robot Framework libraries.""" BROWSER = "Browser" SELENIUM = "SeleniumLibrary" - BUILTIN = "BuiltIn" DATABASE = "DatabaseLibrary" + APPIUM = "AppiumLibrary" + REQUESTS = "RequestsLibrary" + + +class BuiltinLibraryType(Enum): + """Supported Robot Framework BuiltIn libraries.""" + + BUILTIN = "BuiltIn" + COLLECTIONS = "Collections" + DATETIME = "DateTime" + DIALOGS = "Dialogs" + OPERATINGSYSTEM = "OperatingSystem" + PROCESS = "Process" + SCREENSHOT = "Screenshot" + STRING = "String" + TELNET = "Telnet" + XML = "XML" class FileType(Enum): diff --git a/packages/roboview/roboview/services/keyword_register_service.py b/packages/roboview/roboview/services/keyword_register_service.py index ef934d9..9faf8c0 100644 --- a/packages/roboview/roboview/services/keyword_register_service.py +++ b/packages/roboview/roboview/services/keyword_register_service.py @@ -3,12 +3,13 @@ import logging from pathlib import Path +from robot.errors import DataError from robot.libdocpkg import LibraryDocumentation from robot.parsing import get_model, get_resource_model from roboview.models.robot_parsing.keyword_dependency_parsing import KeywordDependencyFinder from roboview.models.robot_parsing.local_keyword_parsing import LocalKeywordFinder from roboview.registries.keyword_registry import KeywordRegistry -from roboview.schemas.domain.common import FileType, LibraryType +from roboview.schemas.domain.common import BuiltinLibraryType, ExternalLibraryType, FileType from roboview.schemas.domain.keywords import KeywordProperties from roboview.utils.directory_parsing import DirectoryParser @@ -45,16 +46,33 @@ def initialize(self) -> None: This method: 1. Loads local keywords from .robot and .resource files - 2. Loads external library keywords (Browser, Selenium, Database, BuiltIn) - 3. Populates the KeywordRegistry with all discovered keywords + 2. Loads built-in library keywords (BuiltIn, Collections, DateTime, etc.) + 3. Loads external library keywords (Browser, Selenium, Database, Appium, Requests) if installed + 4. Populates the KeywordRegistry with all discovered keywords """ try: + logger.info("Register user-defined keywords") self._load_local_keywords() - self._load_library_keywords() - logger.info("Registry initialized with %d keywords", len(self.registry)) + logger.info("Finished registering user-defined keywords") except Exception: - logger.exception("Failed to initialize keyword registry") + logger.exception("Failed to register keywords with user-defined keywords") + + try: + logger.info("Register built-in library keywords") + self._load_builtin_library_keywords() + logger.info("Finished registering built-in library keywords") + except Exception: + logger.exception("Failed to register keywords with built-in keywords") + + try: + logger.info("Register external library keywords") + self._load_external_library_keywords() + logger.info("Finished registering external library keywords") + except Exception: + logger.exception("Failed to register keywords with external keywords") + + logger.info("Registry initialized with %d keywords", len(self.registry)) def _load_local_keywords(self) -> None: """Load local keywords from Robot Framework files.""" @@ -125,13 +143,37 @@ def _enrich_with_called_keywords( keyword_doc.called_keywords = dependency_map.get(keyword_name, []) return keyword_doc - def _load_library_keywords(self) -> None: + def _load_builtin_library_keywords(self) -> None: + libraries = [ + BuiltinLibraryType.BUILTIN, + BuiltinLibraryType.COLLECTIONS, + BuiltinLibraryType.DATETIME, + BuiltinLibraryType.DIALOGS, + BuiltinLibraryType.OPERATINGSYSTEM, + BuiltinLibraryType.PROCESS, + BuiltinLibraryType.SCREENSHOT, + BuiltinLibraryType.STRING, + BuiltinLibraryType.TELNET, + BuiltinLibraryType.XML, + ] + + for library_type in libraries: + try: + keyword_doc = self._get_library_keywords(library_type) + for keyword in keyword_doc: + self.registry.register(keyword) + except Exception: + logger.exception("Failed to load library: %s", library_type.value) + continue + + def _load_external_library_keywords(self) -> None: """Load keywords from external Robot Framework libraries.""" libraries = [ - LibraryType.BROWSER, - LibraryType.SELENIUM, - LibraryType.DATABASE, - LibraryType.BUILTIN, + ExternalLibraryType.BROWSER, + ExternalLibraryType.SELENIUM, + ExternalLibraryType.APPIUM, + ExternalLibraryType.DATABASE, + ExternalLibraryType.REQUESTS, ] for library_type in libraries: @@ -145,7 +187,7 @@ def _load_library_keywords(self) -> None: continue @staticmethod - def _get_library_keywords(library_type: LibraryType) -> list[KeywordProperties]: + def _get_library_keywords(library_type: BuiltinLibraryType | ExternalLibraryType) -> list[KeywordProperties]: """Get keyword metadata for a specific library. Arguments: @@ -176,6 +218,9 @@ def _get_library_keywords(library_type: LibraryType) -> list[KeywordProperties]: validation_str_with_prefix=str(keyword_with_prefix).lower().replace(" ", "").replace("_", ""), ) ) + except DataError: + logger.warning("Library not installed: %s will be skipped", library_type.value) + return [] except Exception: logger.exception("Library %s could not be loaded", lib_name) diff --git a/packages/roboview/roboview/services/keyword_similarity_service.py b/packages/roboview/roboview/services/keyword_similarity_service.py index 4c0f3df..49d15bc 100644 --- a/packages/roboview/roboview/services/keyword_similarity_service.py +++ b/packages/roboview/roboview/services/keyword_similarity_service.py @@ -1,14 +1,13 @@ """Functionality to cover the KeywordSimilarity.""" import logging +from collections import Counter +from math import sqrt -import numpy as np from pygments import lex from pygments.lexers import get_lexer_by_name from roboview.registries.keyword_registry import KeywordRegistry from roboview.schemas.domain.keywords import KeywordProperties, SimilarKeyword -from sklearn.feature_extraction.text import CountVectorizer -from sklearn.metrics.pairwise import cosine_similarity logger = logging.getLogger(__name__) @@ -17,7 +16,7 @@ class KeywordSimilarityService: """Class for calculating and querying the similarity between Keywords. This class provides functionality to analyze keyword similarity across Robot Framework - files using TF-IDF vectorization and cosine similarity metrics. It can identify + files using token frequency vectors and cosine similarity metrics. It can identify similar keywords based on their source code structure and content. Attributes: @@ -36,10 +35,71 @@ def __init__(self, keyword_registry: KeywordRegistry) -> None: """ self.keyword_registry = keyword_registry self.keyword_names_list = [] - self.similarity_matrix: np.ndarray = np.array([]) + self.similarity_matrix: list[list[float]] = [] + + @staticmethod + def _calculate_cosine_similarity( + vector_a: Counter[str], + vector_b: Counter[str], + norm_a: float, + norm_b: float, + ) -> float: + """Calculate cosine similarity for two sparse token vectors. + + Arguments: + vector_a (Counter[str]): Sparse token frequency vector for the first keyword. + vector_b (Counter[str]): Sparse token frequency vector for the second keyword. + norm_a (float): Precomputed Euclidean norm of vector_a. + norm_b (float): Precomputed Euclidean norm of vector_b. + + Returns: + float: Cosine similarity score in range [0.0, 1.0]. Returns 0.0 if one + of the vectors has a zero norm. + + """ + if norm_a == 0.0 or norm_b == 0.0: + return 0.0 + + if len(vector_a) > len(vector_b): + vector_a, vector_b = vector_b, vector_a + + dot_product = sum(value * vector_b.get(token, 0) for token, value in vector_a.items()) + return dot_product / (norm_a * norm_b) + + def _build_similarity_matrix(self, tokenized_keywords: list[str]) -> list[list[float]]: + """Build a full pairwise similarity matrix for tokenized keywords. + + Arguments: + tokenized_keywords (list[str]): List of whitespace-separated token strings, + one entry per keyword. + + Returns: + list[list[float]]: Symmetric cosine similarity matrix where matrix[i][j] + represents the similarity between keyword i and keyword j. + + """ + token_vectors = [Counter(tokens.split()) for tokens in tokenized_keywords] + norms = [sqrt(sum(value * value for value in token_vector.values())) for token_vector in token_vectors] + + vector_count = len(token_vectors) + similarity_matrix = [[0.0] * vector_count for _ in range(vector_count)] + + for i in range(vector_count): + similarity_matrix[i][i] = 1.0 + for j in range(i + 1, vector_count): + similarity = self._calculate_cosine_similarity( + token_vectors[i], + token_vectors[j], + norms[i], + norms[j], + ) + similarity_matrix[i][j] = similarity + similarity_matrix[j][i] = similarity + + return similarity_matrix def calculate_keyword_similarity_matrix(self) -> None: - """Calculate the keyword similarity matrix using TF-IDF and cosine similarity. + """Calculate the keyword similarity matrix using token vectors and cosine similarity. Analyzes keyword source code to compute similarity scores between all keywords in the project using tokenization and vectorization techniques. @@ -76,9 +136,7 @@ def calculate_keyword_similarity_matrix(self) -> None: # Create similarity matrix try: - vectorizer = CountVectorizer() - vectors = vectorizer.fit_transform(tokenized_keywords) - similarity_matrix = cosine_similarity(vectors) + similarity_matrix = self._build_similarity_matrix(tokenized_keywords) except Exception: logger.exception("Failed to create vectors or calculate similarity matrix") return @@ -123,7 +181,11 @@ def get_n_most_similar_keywords(self, keyword_name: str, top_n: int) -> list[Sim try: similarities = self.similarity_matrix[index] - similar_indices = np.argsort(similarities)[::-1] + similar_indices = sorted( + range(len(similarities)), + key=lambda similarity_index: similarities[similarity_index], + reverse=True, + ) similar_keywords = [] for i in similar_indices: @@ -171,7 +233,7 @@ def get_all_similar_keywords_above_threshold(self, threshold: float = 0.80) -> l list: List of keywords that have high similarity with at least one other keyword. """ - if self.similarity_matrix.size == 0: + if not self.similarity_matrix: logger.warning("Similarity matrix is empty") return [] @@ -181,7 +243,7 @@ def get_all_similar_keywords_above_threshold(self, threshold: float = 0.80) -> l for i in range(n): for j in range(i + 1, n): - similarity_score = round(float(self.similarity_matrix[i, j]), 4) + similarity_score = round(float(self.similarity_matrix[i][j]), 4) if similarity_score >= threshold: similar_keyword_indices.add(i) similar_keyword_indices.add(j) diff --git a/packages/roboview/roboview/services/robocop_register_service.py b/packages/roboview/roboview/services/robocop_register_service.py index 3c34b18..3dd659b 100644 --- a/packages/roboview/roboview/services/robocop_register_service.py +++ b/packages/roboview/roboview/services/robocop_register_service.py @@ -7,8 +7,10 @@ from pathlib import Path import click -from robocop.config import Config, ConfigManager +from robocop.config.manager import ConfigManager +from robocop.linter.fix import FixApplier from robocop.linter.runner import RobocopLinter +from robocop.source_file import SourceFile from roboview.registries.robocop_registry import RobocopRegistry from roboview.schemas.domain.robocop import RobocopMessage, RuleCategory from roboview.utils.directory_parsing import DirectoryParser @@ -73,7 +75,7 @@ def _extract_diagnostics(self) -> None: diagnostics = linter.diagnostics if diagnostics: for error in diagnostics: - rf_script_path = Path(error.source) + rf_script_path = Path(error.source.path) self.robocop_registry.register( RobocopMessage( rule_id=self._extract_rule_id(str(error.rule)), @@ -105,11 +107,12 @@ def _parse_and_register_files(self) -> None: files = robot_files + resources_files try: - config = Config(silent=True) + config = ConfigManager().default_config linter = RobocopLinter(ConfigManager()) for file in files: - diagnostics = linter.get_model_diagnostics(config, file) + source_file = SourceFile(path=file, config=config) + diagnostics = linter.get_model_diagnostics(source_file, FixApplier()) if diagnostics: for error in diagnostics: diff --git a/packages/roboview/tests/utest/schemas_tests/domain/test_common.py b/packages/roboview/tests/utest/schemas_tests/domain/test_common.py index 090474f..2c88393 100644 --- a/packages/roboview/tests/utest/schemas_tests/domain/test_common.py +++ b/packages/roboview/tests/utest/schemas_tests/domain/test_common.py @@ -1,19 +1,41 @@ import pytest -from roboview.schemas.domain.common import LibraryType, FileType, KeywordType +from roboview.schemas.domain.common import BuiltinLibraryType, ExternalLibraryType, FileType, KeywordType -def test_library_type_values_and_members(): - assert LibraryType.BROWSER.value == "Browser" - assert LibraryType.SELENIUM.value == "SeleniumLibrary" - assert LibraryType.BUILTIN.value == "BuiltIn" - assert LibraryType.DATABASE.value == "DatabaseLibrary" +def test_external_library_type_values_and_members(): + assert ExternalLibraryType.BROWSER.value == "Browser" + assert ExternalLibraryType.SELENIUM.value == "SeleniumLibrary" + assert ExternalLibraryType.DATABASE.value == "DatabaseLibrary" + assert ExternalLibraryType.APPIUM.value == "AppiumLibrary" + assert ExternalLibraryType.REQUESTS.value == "RequestsLibrary" - assert set(LibraryType.__members__.keys()) == { + assert set(ExternalLibraryType.__members__.keys()) == { "BROWSER", "SELENIUM", - "BUILTIN", "DATABASE", + "APPIUM", + "REQUESTS", + } + + +def test_builtin_library_type_values_and_members(): + assert BuiltinLibraryType.BUILTIN.value == "BuiltIn" + assert BuiltinLibraryType.COLLECTIONS.value == "Collections" + assert BuiltinLibraryType.DATETIME.value == "DateTime" + assert BuiltinLibraryType.OPERATINGSYSTEM.value == "OperatingSystem" + + assert set(BuiltinLibraryType.__members__.keys()) == { + "BUILTIN", + "COLLECTIONS", + "DATETIME", + "DIALOGS", + "OPERATINGSYSTEM", + "PROCESS", + "SCREENSHOT", + "STRING", + "TELNET", + "XML", } @@ -37,11 +59,15 @@ def test_keyword_type_values_and_members(): } -def test_library_type_from_value_roundtrip(): - assert LibraryType("Browser") is LibraryType.BROWSER - assert LibraryType("SeleniumLibrary") is LibraryType.SELENIUM - assert LibraryType("BuiltIn") is LibraryType.BUILTIN - assert LibraryType("DatabaseLibrary") is LibraryType.DATABASE +def test_external_library_type_from_value_roundtrip(): + assert ExternalLibraryType("Browser") is ExternalLibraryType.BROWSER + assert ExternalLibraryType("SeleniumLibrary") is ExternalLibraryType.SELENIUM + assert ExternalLibraryType("DatabaseLibrary") is ExternalLibraryType.DATABASE + + +def test_builtin_library_type_from_value_roundtrip(): + assert BuiltinLibraryType("BuiltIn") is BuiltinLibraryType.BUILTIN + assert BuiltinLibraryType("Collections") is BuiltinLibraryType.COLLECTIONS def test_file_type_from_value_roundtrip(): @@ -54,9 +80,14 @@ def test_keyword_type_from_value_roundtrip(): assert KeywordType("called") is KeywordType.CALLED -def test_invalid_library_type_raises_value_error(): +def test_invalid_external_library_type_raises_value_error(): + with pytest.raises(ValueError): + ExternalLibraryType("UnknownLib") + + +def test_invalid_builtin_library_type_raises_value_error(): with pytest.raises(ValueError): - LibraryType("UnknownLib") + BuiltinLibraryType("UnknownLib") def test_invalid_file_type_raises_value_error(): diff --git a/packages/roboview/tests/utest/services_tests/test_keyword_register_service.py b/packages/roboview/tests/utest/services_tests/test_keyword_register_service.py index 56ab130..2ee730e 100644 --- a/packages/roboview/tests/utest/services_tests/test_keyword_register_service.py +++ b/packages/roboview/tests/utest/services_tests/test_keyword_register_service.py @@ -5,7 +5,7 @@ KeywordRegistryService, logger, ) -from roboview.schemas.domain.common import FileType, LibraryType +from roboview.schemas.domain.common import BuiltinLibraryType, ExternalLibraryType, FileType from roboview.schemas.domain.keywords import KeywordProperties @@ -143,7 +143,7 @@ def test_initialize_loads_local_and_library_keywords(tmp_path, monkeypatch): raising=True, ) - def fake_get_library_keywords(library_type: LibraryType) -> list[KeywordProperties]: + def fake_get_library_keywords(library_type: BuiltinLibraryType | ExternalLibraryType) -> list[KeywordProperties]: base = library_type.value return [ KeywordProperties( @@ -179,7 +179,7 @@ def fake_get_library_keywords(library_type: LibraryType) -> list[KeywordProperti svc.initialize() all_keywords = svc.get_keyword_info_list() - assert len(all_keywords) == 12 + assert len(all_keywords) == 34 local = [ k @@ -207,7 +207,7 @@ def broken_load_local(): svc.initialize() assert any( - "Failed to initialize keyword registry" in record.getMessage() + "Failed to register keywords with user-defined keywords" in record.getMessage() for record in caplog.records ) @@ -345,11 +345,15 @@ def test__enrich_with_called_keywords_defaults_to_empty_list_for_missing_key(): assert enriched.called_keywords == [] -def test__load_library_keywords_registers_keywords_and_logs_on_failure(tmp_path, monkeypatch, caplog): +def test__load_builtin_and_external_library_keywords_registers_keywords_and_logs_on_failure( + tmp_path, + monkeypatch, + caplog, +): svc = KeywordRegistryService(tmp_path) - def fake_get_library_keywords(library_type: LibraryType) -> list[KeywordProperties]: - if library_type is LibraryType.BROWSER: + def fake_get_library_keywords(library_type: BuiltinLibraryType | ExternalLibraryType) -> list[KeywordProperties]: + if library_type is ExternalLibraryType.BROWSER: return [ KeywordProperties( file_name="Browser", @@ -373,13 +377,29 @@ def fake_get_library_keywords(library_type: LibraryType) -> list[KeywordProperti caplog.set_level(logging.ERROR, logger=logger.name) - svc._load_library_keywords() + svc._load_builtin_library_keywords() + svc._load_external_library_keywords() all_kws = svc.get_keyword_info_list() assert len(all_kws) == 1 assert all_kws[0].keyword_name_without_prefix == "Open Browser" - for lib in (LibraryType.SELENIUM, LibraryType.DATABASE, LibraryType.BUILTIN): + for lib in ( + BuiltinLibraryType.BUILTIN, + BuiltinLibraryType.COLLECTIONS, + BuiltinLibraryType.DATETIME, + BuiltinLibraryType.DIALOGS, + BuiltinLibraryType.OPERATINGSYSTEM, + BuiltinLibraryType.PROCESS, + BuiltinLibraryType.SCREENSHOT, + BuiltinLibraryType.STRING, + BuiltinLibraryType.TELNET, + BuiltinLibraryType.XML, + ExternalLibraryType.SELENIUM, + ExternalLibraryType.DATABASE, + ExternalLibraryType.APPIUM, + ExternalLibraryType.REQUESTS, + ): assert any( f"Failed to load library: {lib.value}" in record.getMessage() for record in caplog.records @@ -399,7 +419,7 @@ def fake_libdoc(name: str): raising=True, ) - kws = KeywordRegistryService._get_library_keywords(LibraryType.BROWSER) + kws = KeywordRegistryService._get_library_keywords(ExternalLibraryType.BROWSER) assert len(kws) == 2 names = {k.keyword_name_without_prefix for k in kws} @@ -423,7 +443,7 @@ def broken_libdoc(name: str): caplog.set_level(logging.ERROR, logger=logger.name) - kws = KeywordRegistryService._get_library_keywords(LibraryType.BROWSER) + kws = KeywordRegistryService._get_library_keywords(ExternalLibraryType.BROWSER) assert kws == [] assert any( diff --git a/packages/roboview/tests/utest/services_tests/test_keyword_similarity_service.py b/packages/roboview/tests/utest/services_tests/test_keyword_similarity_service.py index 781ddbc..b628171 100644 --- a/packages/roboview/tests/utest/services_tests/test_keyword_similarity_service.py +++ b/packages/roboview/tests/utest/services_tests/test_keyword_similarity_service.py @@ -1,7 +1,6 @@ import logging from typing import Iterable -import numpy as np import pytest from pygments.lexers import get_lexer_by_name @@ -55,7 +54,7 @@ def test_calculate_similarity_matrix_no_user_keywords_logs_warning_and_does_noth svc.calculate_keyword_similarity_matrix() - assert svc.similarity_matrix.size == 0 + assert svc.similarity_matrix == [] assert svc.keyword_names_list == [] assert any( "No keywords found. Similarity matrix cannot be computed." in r.getMessage() @@ -79,10 +78,11 @@ def test_calculate_similarity_matrix_builds_matrix_and_names(monkeypatch): svc.calculate_keyword_similarity_matrix() - assert svc.similarity_matrix.shape == (2, 2) + assert len(svc.similarity_matrix) == 2 + assert len(svc.similarity_matrix[0]) == 2 assert svc.keyword_names_list == ["file.KW One", "file.KW Two"] - assert pytest.approx(svc.similarity_matrix[0, 0], rel=1e-5) == 1.0 - assert pytest.approx(svc.similarity_matrix[1, 1], rel=1e-5) == 1.0 + assert pytest.approx(svc.similarity_matrix[0][0], rel=1e-5) == 1.0 + assert pytest.approx(svc.similarity_matrix[1][1], rel=1e-5) == 1.0 def test_calculate_similarity_matrix_logs_and_returns_when_lexer_init_fails(monkeypatch, caplog): @@ -105,7 +105,7 @@ def broken_get_lexer(name: str): svc.calculate_keyword_similarity_matrix() - assert svc.similarity_matrix.size == 0 + assert svc.similarity_matrix == [] assert any( "Failed to initialize lexer or tokenize keywords" in r.getMessage() for r in caplog.records @@ -126,13 +126,13 @@ def test_calculate_similarity_matrix_logs_and_returns_when_vectorizer_fails(monk raising=True, ) - class BrokenVectorizer: - def fit_transform(self, docs: Iterable[str]): - raise RuntimeError("boom") + def broken_build_similarity_matrix(_: Iterable[str]): + raise RuntimeError("boom") monkeypatch.setattr( - "roboview.services.keyword_similarity_service.CountVectorizer", - BrokenVectorizer, + svc, + "_build_similarity_matrix", + broken_build_similarity_matrix, raising=True, ) @@ -140,7 +140,7 @@ def fit_transform(self, docs: Iterable[str]): svc.calculate_keyword_similarity_matrix() - assert svc.similarity_matrix.size == 0 + assert svc.similarity_matrix == [] assert any( "Failed to create vectors or calculate similarity matrix" in r.getMessage() for r in caplog.records @@ -182,7 +182,7 @@ def test_get_n_most_similar_keywords_keyword_not_in_keyword_names_list_logs_warn reg = FakeKeywordRegistry(kws) svc = KeywordSimilarityService(reg) - svc.similarity_matrix = np.array([[1.0]]) + svc.similarity_matrix = [[1.0]] svc.keyword_names_list = ["some.other.Name"] caplog.set_level(logging.WARNING, logger=logger.name) @@ -205,13 +205,11 @@ def test_get_n_most_similar_keywords_happy_path(monkeypatch): svc = KeywordSimilarityService(reg) svc.keyword_names_list = ["file.KW One", "file.KW Two", "file.KW Three"] - svc.similarity_matrix = np.array( - [ - [1.0, 0.9, 0.1], - [0.9, 1.0, 0.2], - [0.1, 0.2, 1.0], - ] - ) + svc.similarity_matrix = [ + [1.0, 0.9, 0.1], + [0.9, 1.0, 0.2], + [0.1, 0.2, 1.0], + ] result = svc.get_n_most_similar_keywords("file.KW One", top_n=2) @@ -234,7 +232,7 @@ def test_get_n_most_similar_keywords_handles_invalid_index_and_continues(caplog) svc = KeywordSimilarityService(reg) svc.keyword_names_list = ["file.KW One"] - svc.similarity_matrix = np.array([[1.0, 0.5], [0.5, 1.0]]) + svc.similarity_matrix = [[1.0, 0.5], [0.5, 1.0]] caplog.set_level(logging.ERROR, logger=logger.name) @@ -271,13 +269,11 @@ def test_get_all_similar_keywords_above_threshold_happy_path(): svc = KeywordSimilarityService(reg) svc.keyword_names_list = ["file.KW One", "file.KW Two", "file.KW Three"] - svc.similarity_matrix = np.array( - [ - [1.0, 0.85, 0.2], - [0.85, 1.0, 0.3], - [0.2, 0.3, 1.0], - ] - ) + svc.similarity_matrix = [ + [1.0, 0.85, 0.2], + [0.85, 1.0, 0.3], + [0.2, 0.3, 1.0], + ] result = svc.get_all_similar_keywords_above_threshold(threshold=0.8) @@ -295,7 +291,7 @@ def test_get_all_similar_keywords_above_threshold_handles_resolve_errors(monkeyp svc = KeywordSimilarityService(reg) svc.keyword_names_list = ["file.KW One", "file.KW Two"] - svc.similarity_matrix = np.array([[1.0, 0.9], [0.9, 1.0]]) + svc.similarity_matrix = [[1.0, 0.9], [0.9, 1.0]] def broken_resolve(name: str): raise RuntimeError("boom") diff --git a/packages/roboview/tests/utest/services_tests/test_robocop_register_service.py b/packages/roboview/tests/utest/services_tests/test_robocop_register_service.py index 6fa64b6..c5186e4 100644 --- a/packages/roboview/tests/utest/services_tests/test_robocop_register_service.py +++ b/packages/roboview/tests/utest/services_tests/test_robocop_register_service.py @@ -44,7 +44,7 @@ def __init__(self, rule: str, message: str, severity: str, range_obj: FakeRange, self.message = message self.severity = severity self.range = range_obj - self.source = source + self.source = type("FakeSource", (), {"path": source})() class FakeConfigManager: diff --git a/vscode-integration/README.md b/vscode-integration/README.md index 5a60258..93443b2 100644 --- a/vscode-integration/README.md +++ b/vscode-integration/README.md @@ -124,7 +124,7 @@ The **KPIs** section summarizes the most important metrics of your test suite: - Global Filter: Jump directly to common problem areas across the entire project: - Keywords without Documentation: Keywords that are missing documentation. - Unused Keywords: Keywords that are never called in any analyzed file. - - Keywords with Calling Cycles: Keywords that participate in cyclic calls (A calls B, B calls A, etc.), which can indicate design or maintainability issues. + - Potential Keyword Duplicates: Keywords that may duplicate or closely resemble existing keywords.
diff --git a/vscode-integration/src/extension.ts b/vscode-integration/src/extension.ts index 38e750b..de9a9a2 100644 --- a/vscode-integration/src/extension.ts +++ b/vscode-integration/src/extension.ts @@ -7,7 +7,7 @@ import { RoboViewControlProvider } from "./views"; import { LifecycleManager } from "./services/lifecycleManager"; export let currentPanel: vscode.WebviewPanel | undefined; -export const API_BASE_URL: string = "http://127.0.0.1:8000"; +export const API_BASE_URL: string = "http://127.0.0.1:18123"; let backendConnectionManager: BackendConnectionManager = new BackendConnectionManager(API_BASE_URL);