From b966bc6a019eb7b877c59216831c2e38664a3549 Mon Sep 17 00:00:00 2001 From: EmbeddedDevops1 Date: Sun, 27 Oct 2024 04:13:32 -0700 Subject: [PATCH 1/5] initial commit of PR Diff. --- cover_agent/CoverAgent.py | 25 +- cover_agent/CoverageProcessor.py | 17 + cover_agent/PromptBuilder.py | 78 +- cover_agent/UnitTestGenerator.py | 70 +- cover_agent/main.py | 13 + .../settings/test_generation_prompt.toml | 5 + poetry.lock | 819 +++++++++--------- pyproject.toml | 1 + tests/test_CoverAgent.py | 12 +- tests/test_PromptBuilder.py | 3 +- tests/test_UnitTestGenerator.py | 44 + 11 files changed, 682 insertions(+), 405 deletions(-) diff --git a/cover_agent/CoverAgent.py b/cover_agent/CoverAgent.py index 2f11cef10..2b4a560f6 100644 --- a/cover_agent/CoverAgent.py +++ b/cover_agent/CoverAgent.py @@ -39,6 +39,8 @@ def __init__(self, args): llm_model=args.model, api_base=args.api_base, use_report_coverage_feature_flag=args.use_report_coverage_feature_flag, + diff_coverage=args.diff_coverage, + comparasion_branch=args.branch, ) def _validate_paths(self): @@ -124,9 +126,14 @@ def run(self): and iteration_count < self.args.max_iterations ): # Log the current coverage - self.logger.info( - f"Current Coverage: {round(self.test_gen.current_coverage * 100, 2)}%" - ) + if self.args.diff_coverage: + self.logger.info( + f"Current Diff Coverage: {round(self.test_gen.current_coverage * 100, 2)}%" + ) + else: + self.logger.info( + f"Current Coverage: {round(self.test_gen.current_coverage * 100, 2)}%" + ) self.logger.info(f"Desired Coverage: {self.test_gen.desired_coverage}%") # Generate new tests @@ -147,7 +154,10 @@ def run(self): iteration_count += 1 # Check if the desired coverage has been reached - if self.test_gen.current_coverage < (self.test_gen.desired_coverage / 100): + if self.test_gen.current_coverage < (self.test_gen.desired_coverage / 100) and self.args.diff_coverage: + # Run the coverage tool again if the desired coverage hasn't been reached + self.test_gen.run_diff_coverage() + elif self.test_gen.current_coverage < (self.test_gen.desired_coverage / 100): # Run the coverage tool again if the desired coverage hasn't been reached self.test_gen.run_coverage() @@ -157,7 +167,10 @@ def run(self): f"Reached above target coverage of {self.test_gen.desired_coverage}% (Current Coverage: {round(self.test_gen.current_coverage * 100, 2)}%) in {iteration_count} iterations." ) elif iteration_count == self.args.max_iterations: - failure_message = f"Reached maximum iteration limit without achieving desired coverage. Current Coverage: {round(self.test_gen.current_coverage * 100, 2)}%" + if self.args.diff_coverage: + failure_message = f"Reached maximum iteration limit without achieving desired diff coverage. Current Coverage: {round(self.test_gen.diff_coverage_percentage * 100, 2)}%" + else: + failure_message = f"Reached maximum iteration limit without achieving desired coverage. Current Coverage: {round(self.test_gen.current_coverage * 100, 2)}%" if self.args.strict_coverage: # User requested strict coverage (similar to "--cov-fail-under in pytest-cov"). Fail with exist code 2. self.logger.error(failure_message) @@ -179,4 +192,4 @@ def run(self): # Finish the Weights & Biases run if it was initialized if "WANDB_API_KEY" in os.environ: - wandb.finish() + wandb.finish() \ No newline at end of file diff --git a/cover_agent/CoverageProcessor.py b/cover_agent/CoverageProcessor.py index 8c842acf9..2aff7e88e 100644 --- a/cover_agent/CoverageProcessor.py +++ b/cover_agent/CoverageProcessor.py @@ -265,6 +265,23 @@ def parse_missed_covered_lines_jacoco_csv( return missed, covered + def parse_diff_coverage_report(self, report_text: str) -> Tuple[int, int, int]: + # Extract total lines + total_lines_match = re.search(r'Total:\s+(\d+)\s+lines', report_text) + total_lines = int(total_lines_match.group(1)) if total_lines_match else 0 + + # Extract missing lines + missing_lines_match = re.search(r'Missing:\s+(\d+)\s+lines', report_text) + missing_lines = int(missing_lines_match.group(1)) if missing_lines_match else 0 + + coverage_match = re.search(r'Coverage:\s+(\d+)%', report_text) + coverage_percentage = float(coverage_match.group(1)) / 100 if coverage_match else 0.0 + + # Calculate processed lines + processed_lines = total_lines - missing_lines + + return processed_lines, missing_lines, coverage_percentage + def extract_package_and_class_java(self): package_pattern = re.compile(r"^\s*package\s+([\w\.]+)\s*;.*$") class_pattern = re.compile(r"^\s*public\s+class\s+(\w+).*") diff --git a/cover_agent/PromptBuilder.py b/cover_agent/PromptBuilder.py index 4cd172c2f..fe83c1a43 100644 --- a/cover_agent/PromptBuilder.py +++ b/cover_agent/PromptBuilder.py @@ -4,6 +4,8 @@ from jinja2 import Environment, StrictUndefined from cover_agent.settings.config_loader import get_settings +import subprocess +import re MAX_TESTS_PER_RUN = 4 @@ -31,6 +33,14 @@ ====== """ +DIFF_COVERAGE_TEXT = """ +## Diff Coverage +Focus on writing tests for only the lines changed in this branch. The following lines have been changed in the source file since the last test run: +====== +{changed_lines} +====== +""" + class PromptBuilder: def __init__( @@ -43,6 +53,8 @@ def __init__( failed_test_runs: str = "", language: str = "python", testing_framework: str = "NOT KNOWN", + diff_coverage: bool = False, + diff_branch: str = "main", ): """ The `PromptBuilder` class is responsible for building a formatted prompt string by replacing placeholders with the actual content of files read during initialization. It takes in various paths and settings as parameters and provides a method to generate the prompt. @@ -74,7 +86,12 @@ def __init__( self.code_coverage_report = code_coverage_report self.language = language self.testing_framework = testing_framework + self.diff_branch = diff_branch + if diff_coverage: + diff_output = self._get_diff(source_file_path) + changed_lines = self._extract_changed_lines(diff_output) + # add line numbers to each line in 'source_file'. start from 1 self.source_file_numbered = "\n".join( [f"{i + 1} {line}" for i, line in enumerate(self.source_file.split("\n"))] @@ -102,6 +119,12 @@ def __init__( else "" ) + self.diff_coverage_instructions = ( + DIFF_COVERAGE_TEXT.format(changed_lines=changed_lines) + if diff_coverage + else "" + ) + self.stdout_from_run = "" self.stderr_from_run = "" @@ -120,6 +143,57 @@ def _read_file(self, file_path): return f.read() except Exception as e: return f"Error reading {file_path}: {e}" + + def _get_diff(self, source_file_path): + try: + # Get unstaged changes + command_unstaged = ["git", "diff", self.diff_branch, "--", source_file_path] + result_unstaged = subprocess.run( + command_unstaged, + capture_output=True, + text=True, + check=True + ) + + # Get staged changes + command_staged = ["git", "diff", "--staged", self.diff_branch, "--", source_file_path] + result_staged = subprocess.run( + command_staged, + capture_output=True, + text=True, + check=True + ) + + # Combine both diffs + combined_diff = result_unstaged.stdout + result_staged.stdout + return combined_diff + except subprocess.CalledProcessError as e: + logging.error(f"Error getting diff with main: {e}") + return "" + + + def _extract_changed_lines(self, diff_output): + """ + Extract the line numbers of the changed lines from the diff output. + + Parameters: + diff_output (str): The diff output between the source file and the main branch. + + Returns: + list: A list of tuples representing the changed line numbers. + """ + changed_lines = [] + diff_lines = diff_output.split("\n") + for line in diff_lines: + if line.startswith("@@"): + # Extract line numbers from the diff hunk header + match = re.search(r'@@ -\d+(?:,\d+)? \+(\d+)(?:,(\d+))? @@', line) + if match: + start_line = int(match.group(1)) + line_count = int(match.group(2)) if match.group(2) else 1 + for i in range(start_line, start_line + line_count): + changed_lines.append(i) + return changed_lines def build_prompt(self) -> dict: variables = { @@ -133,6 +207,7 @@ def build_prompt(self) -> dict: "additional_includes_section": self.included_files, "failed_tests_section": self.failed_test_runs, "additional_instructions_text": self.additional_instructions, + "diff_coverage_text": self.diff_coverage_instructions, "language": self.language, "max_tests": MAX_TESTS_PER_RUN, "testing_framework": self.testing_framework, @@ -175,6 +250,7 @@ def build_prompt_custom(self, file) -> dict: "additional_includes_section": self.included_files, "failed_tests_section": self.failed_test_runs, "additional_instructions_text": self.additional_instructions, + "diff_coverage_text": self.diff_coverage_instructions, "language": self.language, "max_tests": MAX_TESTS_PER_RUN, "testing_framework": self.testing_framework, @@ -195,4 +271,4 @@ def build_prompt_custom(self, file) -> dict: logging.error(f"Error rendering prompt: {e}") return {"system": "", "user": ""} - return {"system": system_prompt, "user": user_prompt} + return {"system": system_prompt, "user": user_prompt} \ No newline at end of file diff --git a/cover_agent/UnitTestGenerator.py b/cover_agent/UnitTestGenerator.py index c22bbf9c0..e6904f774 100644 --- a/cover_agent/UnitTestGenerator.py +++ b/cover_agent/UnitTestGenerator.py @@ -30,6 +30,8 @@ def __init__( desired_coverage: int = 90, # Default to 90% coverage if not specified additional_instructions: str = "", use_report_coverage_feature_flag: bool = False, + diff_coverage: bool = False, + comparasion_branch: str = "main", ): """ Initialize the UnitTestGenerator class with the provided parameters. @@ -70,6 +72,8 @@ def __init__( self.use_report_coverage_feature_flag = use_report_coverage_feature_flag self.last_coverage_percentages = {} self.llm_model = llm_model + self.diff_coverage = diff_coverage + self.comparasion_branch = comparasion_branch # Objects to instantiate self.ai_caller = AICaller(model=llm_model, api_base=api_base) @@ -96,8 +100,9 @@ def get_coverage_and_build_prompt(self): Returns: None """ - # Run coverage and build the prompt self.run_coverage() + if self.diff_coverage: + self.run_diff_coverage() self.prompt = self.build_prompt() def get_code_language(self, source_file_path): @@ -224,6 +229,48 @@ def run_coverage(self): with open(self.code_coverage_report_path, "r") as f: self.code_coverage_report = f.read() + def run_diff_coverage(self): + """ + Preform a diff coverage command to generate diff coverage report. + Process the diff coverage report to extract the diff coverage percentage. + + Parameters: + - None + + Returns: + - None + """ + # Perform a diff coverage command to generate a diff coverage report + coverage_filename = os.path.basename(self.code_coverage_report_path) + coverage_command = f"diff-cover --compare-branch={self.comparasion_branch} {coverage_filename}" + + self.logger.info( + f'Running diff coverage command to generate diff coverage report: "{coverage_command}"' + ) + stdout, stderr, exit_code, time_of_test_command = Runner.run_command( + command=coverage_command, cwd=self.test_command_dir + ) + assert ( + exit_code == 0 + ), f'Fatal: Error running test command. Are you sure the command is correct? "{coverage_command}"\nExit code {exit_code}. \nStdout: \n{stdout} \nStderr: \n{stderr}' + + coverage_processor = CoverageProcessor( + file_path=self.code_coverage_report_path, + src_file_path=self.source_file_path, + coverage_type=self.coverage_type, + use_report_coverage_feature_flag=self.use_report_coverage_feature_flag + ) + + lines_processed, lines_missed, diff_coverage_percentage = coverage_processor.parse_diff_coverage_report( + report_text=stdout + ) + + self.logger.info( + f"Lines processed: {lines_processed}, Lines missed: {lines_missed}, Diff coverage: {diff_coverage_percentage}" + ) + + self.current_coverage = diff_coverage_percentage + @staticmethod def get_included_files(included_files): """ @@ -303,6 +350,8 @@ def build_prompt(self) -> dict: failed_test_runs=failed_test_runs_value, language=self.language, testing_framework=self.testing_framework, + diff_coverage=self.diff_coverage, + diff_branch=self.comparasion_branch, ) return self.prompt_builder.build_prompt() @@ -548,6 +597,20 @@ def validate_test(self, generated_test: dict, num_attempts=1): ) if exit_code != 0: break + + if self.diff_coverage: + report_path = self.code_coverage_report_path.replace(self.test_command_dir, "") + report_path = report_path.lstrip("/") + test_command = f"diff-cover --compare-branch={self.comparasion_branch} {report_path}" + self.logger.info( + f'Running diff coverage command to generate diff coverage report: "{test_command}"' + ) + stdout, stderr, exit_code, time_of_test_command = Runner.run_command( + command=test_command, cwd=self.test_command_dir + ) + if exit_code != 0: + break + # Step 3: Check for pass/fail from the Runner object @@ -624,6 +687,10 @@ def validate_test(self, generated_test: dict, num_attempts=1): coverage_percentages[key] = percentage_covered new_percentage_covered = total_lines_covered / total_lines + elif self.diff_coverage: + _, _, new_percentage_covered = new_coverage_processor.parse_diff_coverage_report( + report_text=stdout + ) else: _, _, new_percentage_covered = ( new_coverage_processor.process_coverage_report( @@ -751,6 +818,7 @@ def validate_test(self, generated_test: dict, num_attempts=1): "original_test_file": original_content, "processed_test_file": "N/A", } + def to_dict(self): return { diff --git a/cover_agent/main.py b/cover_agent/main.py index 1a9a9f10c..b4075b0f7 100644 --- a/cover_agent/main.py +++ b/cover_agent/main.py @@ -101,6 +101,19 @@ def parse_args(): default="", help="Path to optional log database. Default: %(default)s.", ) + parser.add_argument( + "--diff-coverage", + action="store_true", + default=False, + help="If set, Cover-Agent will only generate tests based on the diff between branches. Default: False.", + ) + parser.add_argument( + "--branch", + type=str, + default="main", + help="The branch to compare against when using --diff-coverage. Default: %(default)s.", + ) + return parser.parse_args() diff --git a/cover_agent/settings/test_generation_prompt.toml b/cover_agent/settings/test_generation_prompt.toml index a5a95558a..67d3ee981 100644 --- a/cover_agent/settings/test_generation_prompt.toml +++ b/cover_agent/settings/test_generation_prompt.toml @@ -49,6 +49,11 @@ The test framework used for running tests is `{{ testing_framework }}`. {{ additional_instructions_text|trim }} {% endif %} +{%- if diff_coverage_text|trim %} + +{{ diff_coverage_text|trim }} +{% endif %} + ## Code Coverage Based on the code coverage report below, your goal is to suggest new test cases that would increase the current coverage. Focus only on untested or partially tested areas: diff --git a/poetry.lock b/poetry.lock index 3e5a146c8..a969e55c5 100644 --- a/poetry.lock +++ b/poetry.lock @@ -234,17 +234,17 @@ lxml = ["lxml"] [[package]] name = "boto3" -version = "1.35.51" +version = "1.35.54" description = "The AWS SDK for Python" optional = false python-versions = ">=3.8" files = [ - {file = "boto3-1.35.51-py3-none-any.whl", hash = "sha256:c922f6a18958af9d8af0489d6d8503b517029d8159b26aa4859a8294561c72e9"}, - {file = "boto3-1.35.51.tar.gz", hash = "sha256:a57c6c7012ecb40c43e565a6f7a891f39efa990ff933eab63cd456f7501c2731"}, + {file = "boto3-1.35.54-py3-none-any.whl", hash = "sha256:2d5e160b614db55fbee7981001c54476cb827c441cef65b2fcb2c52a62019909"}, + {file = "boto3-1.35.54.tar.gz", hash = "sha256:7d9c359bbbc858a60b51c86328db813353c8bd1940212cdbd0a7da835291c2e1"}, ] [package.dependencies] -botocore = ">=1.35.51,<1.36.0" +botocore = ">=1.35.54,<1.36.0" jmespath = ">=0.7.1,<2.0.0" s3transfer = ">=0.10.0,<0.11.0" @@ -253,13 +253,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"] [[package]] name = "botocore" -version = "1.35.51" +version = "1.35.54" description = "Low-level, data-driven core of boto 3." optional = false python-versions = ">=3.8" files = [ - {file = "botocore-1.35.51-py3-none-any.whl", hash = "sha256:4d65b00111bd12b98e9f920ecab602cf619cc6a6d0be6e5dd53f517e4b92901c"}, - {file = "botocore-1.35.51.tar.gz", hash = "sha256:a9b3d1da76b3e896ad74605c01d88f596324a3337393d4bfbfa0d6c35822ca9c"}, + {file = "botocore-1.35.54-py3-none-any.whl", hash = "sha256:9cca1811094b6cdc144c2c063a3ec2db6d7c88194b04d4277cd34fc8e3473aff"}, + {file = "botocore-1.35.54.tar.gz", hash = "sha256:131bb59ce59c8a939b31e8e647242d70cf11d32d4529fa4dca01feea1e891a76"}, ] [package.dependencies] @@ -321,6 +321,17 @@ files = [ {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"}, ] +[[package]] +name = "chardet" +version = "5.2.0" +description = "Universal encoding detector for Python 3" +optional = false +python-versions = ">=3.7" +files = [ + {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"}, + {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"}, +] + [[package]] name = "charset-normalizer" version = "3.4.0" @@ -537,6 +548,26 @@ tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.1 [package.extras] toml = ["tomli"] +[[package]] +name = "diff-cover" +version = "9.2.0" +description = "Run coverage and linting reports on diffs" +optional = false +python-versions = "<4.0.0,>=3.8.10" +files = [ + {file = "diff_cover-9.2.0-py3-none-any.whl", hash = "sha256:1e24edc51c39e810c47dd9986e76c333ed95859655c091f572e590c39cabbdbe"}, + {file = "diff_cover-9.2.0.tar.gz", hash = "sha256:85a0b353ebbb678f9e87ea303f75b545bd0baca38f563219bb72f2ae862bba36"}, +] + +[package.dependencies] +chardet = ">=3.0.0" +Jinja2 = ">=2.7.1" +pluggy = ">=0.13.1,<2" +Pygments = ">=2.9.0,<3.0.0" + +[package.extras] +toml = ["tomli (>=1.2.1)"] + [[package]] name = "distro" version = "1.9.0" @@ -956,13 +987,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"] [[package]] name = "google-cloud-aiplatform" -version = "1.71.0" +version = "1.71.1" description = "Vertex AI API client library" optional = false python-versions = ">=3.8" files = [ - {file = "google-cloud-aiplatform-1.71.0.tar.gz", hash = "sha256:29f0923d8c74d07a48f8ad600409405d03c73138b4efaf46db703d31c1e165b8"}, - {file = "google_cloud_aiplatform-1.71.0-py2.py3-none-any.whl", hash = "sha256:3473802f5072ee4e90e6a64f75a0d3d905db60449117d0fd28481f4ea01d8c3d"}, + {file = "google-cloud-aiplatform-1.71.1.tar.gz", hash = "sha256:0013527e06853382ff0885898195bb7f3cf4a70eb7e5d53e4b1a28c8bd1775e2"}, + {file = "google_cloud_aiplatform-1.71.1-py2.py3-none-any.whl", hash = "sha256:4cd49bbc7f8ad88b92029a090b834ebacf9efadc844226f1e74d015d68f69ef5"}, ] [package.dependencies] @@ -983,8 +1014,8 @@ autologging = ["mlflow (>=1.27.0,<=2.16.0)"] cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"] datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)"] endpoint = ["requests (>=2.28.1)"] -evaluation = ["pandas (>=1.0.0,<2.2.0)", "tqdm (>=4.23.0)"] -full = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "requests 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689015b9e..d55ab8d6b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -27,6 +27,7 @@ google-cloud-aiplatform = "^1.54.0" numpy = "^1.26.0" # Note: Earlier version have incompatibility issues with google-cloud-aiplatform dynaconf = "^3.2.4" wandb = "^0.17.1" +diff-cover = "^9.1.1" # LSP Dependencies grep_ast = "^0.3.3" diff --git a/tests/test_CoverAgent.py b/tests/test_CoverAgent.py index c29b0061a..adc1a68dc 100644 --- a/tests/test_CoverAgent.py +++ b/tests/test_CoverAgent.py @@ -119,7 +119,9 @@ def test_duplicate_test_file_with_output_path(self, mock_isfile, mock_copy): model="openai/test-model", api_base="openai/test-api", use_report_coverage_feature_flag=False, - log_db_path="" + log_db_path="", + diff_coverage=False, + branch="main" ) with pytest.raises(AssertionError) as exc_info: @@ -154,7 +156,9 @@ def test_duplicate_test_file_without_output_path(self, mock_isfile): model="openai/test-model", api_base="openai/test-api", use_report_coverage_feature_flag=False, - log_db_path="" + log_db_path="", + diff_coverage=False, + branch="main" ) with pytest.raises(AssertionError) as exc_info: @@ -194,7 +198,9 @@ def test_run_max_iterations_strict_coverage(self, mock_test_db, mock_unit_test_g use_report_coverage_feature_flag=False, log_db_path="", run_tests_multiple_times=False, - strict_coverage=True + strict_coverage=True, + diff_coverage=False, + branch="main" ) # Mock the methods used in run instance = mock_unit_test_generator.return_value diff --git a/tests/test_PromptBuilder.py b/tests/test_PromptBuilder.py index d57c32f0d..e4bb3b5b7 100644 --- a/tests/test_PromptBuilder.py +++ b/tests/test_PromptBuilder.py @@ -175,6 +175,7 @@ def mock_render(*args, **kwargs): result = builder.build_prompt() assert result == {"system": "", "user": ""} + class TestPromptBuilderEndToEnd: def test_custom_analyze_test_run_failure(self): # Create fake source and test files and tmp files and pass in the paths @@ -204,4 +205,4 @@ def test_custom_analyze_test_run_failure(self): # Clean up os.remove(source_file.name) os.remove(test_file.name) - os.remove(tmp_file.name) + os.remove(tmp_file.name) \ No newline at end of file diff --git a/tests/test_UnitTestGenerator.py b/tests/test_UnitTestGenerator.py index 3cb5a7394..c1808a70c 100644 --- a/tests/test_UnitTestGenerator.py +++ b/tests/test_UnitTestGenerator.py @@ -137,4 +137,48 @@ def test_generate_tests_invalid_yaml(self): # The eventual call to try_fix_yaml() will end up spitting out the same string but deeming is "YAML." # While this is not a valid YAML, the function will return the original string (for better or for worse). assert result =="This is not YAML" + + def test_run_diff_coverage_success(self): + with tempfile.NamedTemporaryFile(suffix=".py", delete=False) as temp_source_file: + generator = UnitTestGenerator( + source_file_path=temp_source_file.name, + test_file_path="test_test.py", + code_coverage_report_path="coverage.xml", + test_command="pytest", + llm_model="gpt-3", + comparasion_branch="main" + ) + with patch.object(Runner, 'run_command', return_value=("diff coverage report", "", 0, datetime.datetime.now())): + with patch.object(CoverageProcessor, 'parse_diff_coverage_report', return_value=(10, 2, 0.8)): + generator.run_diff_coverage() + assert generator.current_coverage == 0.8 + + def test_run_diff_coverage_failure(self): + with tempfile.NamedTemporaryFile(suffix=".py", delete=False) as temp_source_file: + generator = UnitTestGenerator( + source_file_path=temp_source_file.name, + test_file_path="test_test.py", + code_coverage_report_path="coverage.xml", + test_command="pytest", + llm_model="gpt-3", + comparasion_branch="main" + ) + with patch.object(Runner, 'run_command', return_value=("", "error", 1, datetime.datetime.now())): + with pytest.raises(AssertionError): + generator.run_diff_coverage() + + def test_run_diff_coverage_parse_error(self): + with tempfile.NamedTemporaryFile(suffix=".py", delete=False) as temp_source_file: + generator = UnitTestGenerator( + source_file_path=temp_source_file.name, + test_file_path="test_test.py", + code_coverage_report_path="coverage.xml", + test_command="pytest", + llm_model="gpt-3", + comparasion_branch="main" + ) + with patch.object(Runner, 'run_command', return_value=("diff coverage report", "", 0, datetime.datetime.now())): + with patch.object(CoverageProcessor, 'parse_diff_coverage_report', side_effect=ValueError("Mock parse error")): + with pytest.raises(ValueError): + generator.run_diff_coverage() \ No newline at end of file From 8d58a1f226de417ab044ba8172b1f7c2bb52853d Mon Sep 17 00:00:00 2001 From: Embedded DevOps Date: Wed, 6 Nov 2024 09:06:02 -0800 Subject: [PATCH 2/5] Adding comments. --- cover_agent/UnitTestGenerator.py | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/cover_agent/UnitTestGenerator.py b/cover_agent/UnitTestGenerator.py index e6904f774..e156f74ba 100644 --- a/cover_agent/UnitTestGenerator.py +++ b/cover_agent/UnitTestGenerator.py @@ -240,20 +240,28 @@ def run_diff_coverage(self): Returns: - None """ - # Perform a diff coverage command to generate a diff coverage report + # Determine the filename of the code coverage report coverage_filename = os.path.basename(self.code_coverage_report_path) + + # Construct the diff coverage command to compare with the specified branch coverage_command = f"diff-cover --compare-branch={self.comparasion_branch} {coverage_filename}" + # Log the execution of the diff coverage command self.logger.info( f'Running diff coverage command to generate diff coverage report: "{coverage_command}"' ) + + # Execute the diff coverage command and capture its output stdout, stderr, exit_code, time_of_test_command = Runner.run_command( command=coverage_command, cwd=self.test_command_dir ) + + # Ensure the command executed successfully; otherwise, log and raise an error assert ( exit_code == 0 ), f'Fatal: Error running test command. Are you sure the command is correct? "{coverage_command}"\nExit code {exit_code}. \nStdout: \n{stdout} \nStderr: \n{stderr}' + # Initialize a CoverageProcessor instance to handle coverage data parsing coverage_processor = CoverageProcessor( file_path=self.code_coverage_report_path, src_file_path=self.source_file_path, @@ -261,14 +269,17 @@ def run_diff_coverage(self): use_report_coverage_feature_flag=self.use_report_coverage_feature_flag ) + # Parse the diff coverage report to extract processed lines, missed lines, and coverage percentage lines_processed, lines_missed, diff_coverage_percentage = coverage_processor.parse_diff_coverage_report( report_text=stdout ) + # Log the extracted diff coverage metrics self.logger.info( - f"Lines processed: {lines_processed}, Lines missed: {lines_missed}, Diff coverage: {diff_coverage_percentage}" + f"Lines processed: {lines_processed}, Lines missed: {lines_missed}, Diff coverage: {round(diff_coverage_percentage * 100, 2)}%" ) + # Update the current coverage percentage with the diff coverage result self.current_coverage = diff_coverage_percentage @staticmethod From 28a16ba7500567b99113429c19e72d48824738d1 Mon Sep 17 00:00:00 2001 From: Embedded DevOps Date: Wed, 6 Nov 2024 09:07:04 -0800 Subject: [PATCH 3/5] Increment version. --- cover_agent/version.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cover_agent/version.txt b/cover_agent/version.txt index f4778493c..373f8c6f0 100644 --- a/cover_agent/version.txt +++ b/cover_agent/version.txt @@ -1 +1 @@ -0.2.2 \ No newline at end of file +0.2.3 \ No newline at end of file From 1d7924e0808a0f795ef2c331dee3c4f0b1357e6a Mon Sep 17 00:00:00 2001 From: Embedded DevOps Date: Wed, 6 Nov 2024 09:17:57 -0800 Subject: [PATCH 4/5] Updating diff-cover processing and adding more tests. --- cover_agent/CoverageProcessor.py | 11 ++++- templated_tests/python_fastapi/app.py | 70 ++++++++++++++++++++++++++- 2 files changed, 79 insertions(+), 2 deletions(-) diff --git a/cover_agent/CoverageProcessor.py b/cover_agent/CoverageProcessor.py index 2aff7e88e..f1c23e188 100644 --- a/cover_agent/CoverageProcessor.py +++ b/cover_agent/CoverageProcessor.py @@ -275,7 +275,16 @@ def parse_diff_coverage_report(self, report_text: str) -> Tuple[int, int, int]: missing_lines = int(missing_lines_match.group(1)) if missing_lines_match else 0 coverage_match = re.search(r'Coverage:\s+(\d+)%', report_text) - coverage_percentage = float(coverage_match.group(1)) / 100 if coverage_match else 0.0 + + # Handle the case where no coverage information is available + if "No lines with coverage information in this diff" in report_text: + coverage_percentage = 1.0 + # Failsafe when something goes wrong with the regex + elif not coverage_match: + self.logger.warning(f"Error with parsing diff cover report: {report_text}. Skipping --diff-coverage flag.") + coverage_percentage = 1.0 + else: + coverage_percentage = float(coverage_match.group(1)) / 100 # Calculate processed lines processed_lines = total_lines - missing_lines diff --git a/templated_tests/python_fastapi/app.py b/templated_tests/python_fastapi/app.py index 4f798b788..d3846306a 100644 --- a/templated_tests/python_fastapi/app.py +++ b/templated_tests/python_fastapi/app.py @@ -1,5 +1,6 @@ -from fastapi import FastAPI, HTTPException from datetime import date, datetime +from fastapi import FastAPI, HTTPException +from typing import List import math app = FastAPI() @@ -123,3 +124,70 @@ async def echo(message: str): Returns the same message that is sent to it. """ return {"message": message} + +@app.get("/factorial/{number}") +async def factorial(number: int): + """ + Calculate the factorial of a non-negative integer. + + Parameters: + - number (int): The number to calculate the factorial for. + + Returns: + - dict: A dictionary containing the factorial of the given number. + Raises: + - HTTPException with status code 400 if the number is negative. + """ + if number < 0: + raise HTTPException(status_code=400, detail="Cannot calculate factorial of a negative number") + result = math.factorial(number) + return {"result": result} + + +@app.get("/fibonacci/{n}") +async def fibonacci(n: int): + """ + Generate the Fibonacci sequence up to the n-th term. + + Parameters: + - n (int): The number of terms to generate. + + Returns: + - dict: A dictionary containing the Fibonacci sequence up to n terms. + Raises: + - HTTPException with status code 400 if n is negative. + """ + if n <= 0: + raise HTTPException(status_code=400, detail="Number of terms must be a positive integer") + + sequence = [0, 1] + while len(sequence) < n: + sequence.append(sequence[-1] + sequence[-2]) + return {"fibonacci_sequence": sequence[:n]} + + +@app.get("/reverse/{text}") +async def reverse(text: str): + """ + Reverse the given text string. + + Parameters: + - text (str): The string to be reversed. + + Returns: + - dict: A dictionary containing the reversed text. + """ + reversed_text = text[::-1] + return {"reversed": reversed_text} + + +@app.get("/timestamp") +async def timestamp(): + """ + Get the current timestamp in ISO 8601 format. + + Returns: + - dict: A dictionary containing the current date and time as a timestamp. + """ + current_time = datetime.now().isoformat() + return {"timestamp": current_time} From e90ddd88d7e14f2a906f1e0a3173b03a60aa84c2 Mon Sep 17 00:00:00 2001 From: Embedded DevOps Date: Wed, 6 Nov 2024 20:08:38 -0800 Subject: [PATCH 5/5] Refactor in progress. Attempting to merge coverage runners. --- cover_agent/CoverageProcessor.py | 57 ++-- cover_agent/PromptBuilder.py | 75 ----- cover_agent/UnitTestGenerator.py | 290 ++++++++---------- cover_agent/main.py | 2 +- .../settings/test_generation_prompt.toml | 5 - 5 files changed, 159 insertions(+), 270 deletions(-) diff --git a/cover_agent/CoverageProcessor.py b/cover_agent/CoverageProcessor.py index f1c23e188..41e0ca4fb 100644 --- a/cover_agent/CoverageProcessor.py +++ b/cover_agent/CoverageProcessor.py @@ -1,6 +1,7 @@ from cover_agent.CustomLogger import CustomLogger from typing import Literal, Tuple, Union import csv +import json import os import re import xml.etree.ElementTree as ET @@ -21,6 +22,7 @@ def __init__( file_path (str): The path to the coverage report file. src_file_path (str): The fully qualified path of the file for which coverage data is being processed. coverage_type (Literal["cobertura", "lcov"]): The type of coverage report being processed. + use_report_coverage_feature_flag (bool, optional): Controls whether to process coverage data for all files in the report (True) or only for the specified file (False). Defaults to False. Attributes: file_path (str): The path to the coverage report file. @@ -265,31 +267,46 @@ def parse_missed_covered_lines_jacoco_csv( return missed, covered - def parse_diff_coverage_report(self, report_text: str) -> Tuple[int, int, int]: - # Extract total lines - total_lines_match = re.search(r'Total:\s+(\d+)\s+lines', report_text) - total_lines = int(total_lines_match.group(1)) if total_lines_match else 0 + def parse_json_diff_coverage_report(self) -> Tuple[List[int], List[int], float]: + """ + Parses a JSON-formatted diff coverage report to extract covered lines, missed lines, + and the coverage percentage for the specified src_file_path. - # Extract missing lines - missing_lines_match = re.search(r'Missing:\s+(\d+)\s+lines', report_text) - missing_lines = int(missing_lines_match.group(1)) if missing_lines_match else 0 + Returns: + Tuple[List[int], List[int], float]: A tuple containing lists of covered and missed lines, + and the coverage percentage. + """ + with open(self.file_path, "r") as file: + report_data = json.load(file) - coverage_match = re.search(r'Coverage:\s+(\d+)%', report_text) + # Create relative path components of `src_file_path` for matching + src_relative_path = os.path.relpath(self.src_file_path) + src_relative_components = src_relative_path.split(os.sep) - # Handle the case where no coverage information is available - if "No lines with coverage information in this diff" in report_text: - coverage_percentage = 1.0 - # Failsafe when something goes wrong with the regex - elif not coverage_match: - self.logger.warning(f"Error with parsing diff cover report: {report_text}. Skipping --diff-coverage flag.") - coverage_percentage = 1.0 - else: - coverage_percentage = float(coverage_match.group(1)) / 100 + # Initialize variables for covered and missed lines + relevant_stats = None - # Calculate processed lines - processed_lines = total_lines - missing_lines + for file_path, stats in report_data["src_stats"].items(): + # Split the JSON's file path into components + file_path_components = file_path.split(os.sep) + + # Match if the JSON path ends with the same components as `src_file_path` + if file_path_components[-len(src_relative_components):] == src_relative_components: + relevant_stats = stats + break + + # If a match is found, extract the data + if relevant_stats: + covered_lines = relevant_stats["covered_lines"] + violation_lines = relevant_stats["violation_lines"] + coverage_percentage = relevant_stats["percent_covered"] / 100 # Convert to decimal + else: + # Default values if the file isn't found in the report + covered_lines = [] + violation_lines = [] + coverage_percentage = 0.0 - return processed_lines, missing_lines, coverage_percentage + return covered_lines, violation_lines, coverage_percentage def extract_package_and_class_java(self): package_pattern = re.compile(r"^\s*package\s+([\w\.]+)\s*;.*$") diff --git a/cover_agent/PromptBuilder.py b/cover_agent/PromptBuilder.py index fe83c1a43..c8b2126e4 100644 --- a/cover_agent/PromptBuilder.py +++ b/cover_agent/PromptBuilder.py @@ -33,15 +33,6 @@ ====== """ -DIFF_COVERAGE_TEXT = """ -## Diff Coverage -Focus on writing tests for only the lines changed in this branch. The following lines have been changed in the source file since the last test run: -====== -{changed_lines} -====== -""" - - class PromptBuilder: def __init__( self, @@ -53,8 +44,6 @@ def __init__( failed_test_runs: str = "", language: str = "python", testing_framework: str = "NOT KNOWN", - diff_coverage: bool = False, - diff_branch: str = "main", ): """ The `PromptBuilder` class is responsible for building a formatted prompt string by replacing placeholders with the actual content of files read during initialization. It takes in various paths and settings as parameters and provides a method to generate the prompt. @@ -86,11 +75,6 @@ def __init__( self.code_coverage_report = code_coverage_report self.language = language self.testing_framework = testing_framework - self.diff_branch = diff_branch - - if diff_coverage: - diff_output = self._get_diff(source_file_path) - changed_lines = self._extract_changed_lines(diff_output) # add line numbers to each line in 'source_file'. start from 1 self.source_file_numbered = "\n".join( @@ -119,12 +103,6 @@ def __init__( else "" ) - self.diff_coverage_instructions = ( - DIFF_COVERAGE_TEXT.format(changed_lines=changed_lines) - if diff_coverage - else "" - ) - self.stdout_from_run = "" self.stderr_from_run = "" @@ -143,57 +121,6 @@ def _read_file(self, file_path): return f.read() except Exception as e: return f"Error reading {file_path}: {e}" - - def _get_diff(self, source_file_path): - try: - # Get unstaged changes - command_unstaged = ["git", "diff", self.diff_branch, "--", source_file_path] - result_unstaged = subprocess.run( - command_unstaged, - capture_output=True, - text=True, - check=True - ) - - # Get staged changes - command_staged = ["git", "diff", "--staged", self.diff_branch, "--", source_file_path] - result_staged = subprocess.run( - command_staged, - capture_output=True, - text=True, - check=True - ) - - # Combine both diffs - combined_diff = result_unstaged.stdout + result_staged.stdout - return combined_diff - except subprocess.CalledProcessError as e: - logging.error(f"Error getting diff with main: {e}") - return "" - - - def _extract_changed_lines(self, diff_output): - """ - Extract the line numbers of the changed lines from the diff output. - - Parameters: - diff_output (str): The diff output between the source file and the main branch. - - Returns: - list: A list of tuples representing the changed line numbers. - """ - changed_lines = [] - diff_lines = diff_output.split("\n") - for line in diff_lines: - if line.startswith("@@"): - # Extract line numbers from the diff hunk header - match = re.search(r'@@ -\d+(?:,\d+)? \+(\d+)(?:,(\d+))? @@', line) - if match: - start_line = int(match.group(1)) - line_count = int(match.group(2)) if match.group(2) else 1 - for i in range(start_line, start_line + line_count): - changed_lines.append(i) - return changed_lines def build_prompt(self) -> dict: variables = { @@ -207,7 +134,6 @@ def build_prompt(self) -> dict: "additional_includes_section": self.included_files, "failed_tests_section": self.failed_test_runs, "additional_instructions_text": self.additional_instructions, - "diff_coverage_text": self.diff_coverage_instructions, "language": self.language, "max_tests": MAX_TESTS_PER_RUN, "testing_framework": self.testing_framework, @@ -250,7 +176,6 @@ def build_prompt_custom(self, file) -> dict: "additional_includes_section": self.included_files, "failed_tests_section": self.failed_test_runs, "additional_instructions_text": self.additional_instructions, - "diff_coverage_text": self.diff_coverage_instructions, "language": self.language, "max_tests": MAX_TESTS_PER_RUN, "testing_framework": self.testing_framework, diff --git a/cover_agent/UnitTestGenerator.py b/cover_agent/UnitTestGenerator.py index e156f74ba..29c00925f 100644 --- a/cover_agent/UnitTestGenerator.py +++ b/cover_agent/UnitTestGenerator.py @@ -101,8 +101,6 @@ def get_coverage_and_build_prompt(self): None """ self.run_coverage() - if self.diff_coverage: - self.run_diff_coverage() self.prompt = self.build_prompt() def get_code_language(self, source_file_path): @@ -142,7 +140,9 @@ def get_code_language(self, source_file_path): def run_coverage(self): """ - Perform an initial build/test command to generate coverage report and get a baseline. + Perform an initial build/test command to generate a coverage report. + If diff coverage is enabled, run a diff-cover command to generate a diff-based report. + Process the report to extract and log coverage data. Parameters: - None @@ -150,138 +150,96 @@ def run_coverage(self): Returns: - None """ - # Perform an initial build/test command to generate coverage report and get a baseline - self.logger.info( - f'Running build/test command to generate coverage report: "{self.test_command}"' - ) + # Step 1: Run the initial test command to generate a baseline coverage report + self.logger.info(f'Running test command to generate coverage report: "{self.test_command}"') stdout, stderr, exit_code, time_of_test_command = Runner.run_command( command=self.test_command, cwd=self.test_command_dir ) - assert ( - exit_code == 0 - ), f'Fatal: Error running test command. Are you sure the command is correct? "{self.test_command}"\nExit code {exit_code}. \nStdout: \n{stdout} \nStderr: \n{stderr}' - # Instantiate CoverageProcessor and process the coverage report + # Ensure the test command executed successfully + assert exit_code == 0, ( + f'Fatal: Error running test command. Are you sure the command is correct? "{self.test_command}"' + f"\nExit code {exit_code}. \nStdout: \n{stdout} \nStderr: \n{stderr}" + ) + + # Step 2: Determine if diff coverage or full coverage processing is needed + if self.diff_coverage: + # Run the diff-cover command to generate a JSON diff coverage report + coverage_filename = os.path.basename(self.code_coverage_report_path) + coverage_command = f"diff-cover --json-report diff-cover-report.json --compare-branch={self.comparasion_branch} {coverage_filename}" + report_file_path = "diff-cover-report.json" + + # Log and execute the diff coverage command + self.logger.info(f'Running diff coverage command: "{coverage_command}"') + stdout, stderr, exit_code, _ = Runner.run_command( + command=coverage_command, cwd=self.test_command_dir + ) + + # Ensure the diff command executed successfully + assert exit_code == 0, ( + f'Fatal: Error running diff coverage command. Are you sure the command is correct? "{coverage_command}"' + f"\nExit code {exit_code}. \nStdout: \n{stdout} \nStderr: \n{stderr}" + ) + else: + # Use the standard coverage report path + report_file_path = self.code_coverage_report_path + + # Step 3: Process the appropriate coverage report coverage_processor = CoverageProcessor( - file_path=self.code_coverage_report_path, + file_path=report_file_path, src_file_path=self.source_file_path, coverage_type=self.coverage_type, use_report_coverage_feature_flag=self.use_report_coverage_feature_flag ) - # Use the process_coverage_report method of CoverageProcessor, passing in the time the test command was executed try: if self.use_report_coverage_feature_flag: - self.logger.info( - "Using the report coverage feature flag to process the coverage report" - ) - file_coverage_dict = coverage_processor.process_coverage_report( - time_of_test_command=time_of_test_command - ) - total_lines_covered = 0 - total_lines_missed = 0 - total_lines = 0 - for key in file_coverage_dict: - lines_covered, lines_missed, percentage_covered = ( - file_coverage_dict[key] - ) + # Process coverage for all files if the feature flag is enabled + self.logger.info("Using the report coverage feature flag to process the coverage report") + file_coverage_dict = coverage_processor.process_coverage_report(time_of_test_command=time_of_test_command) + + # Aggregate results across all files + total_lines_covered, total_lines_missed, total_lines = 0, 0, 0 + for key, (lines_covered, lines_missed, percentage_covered) in file_coverage_dict.items(): total_lines_covered += len(lines_covered) total_lines_missed += len(lines_missed) total_lines += len(lines_covered) + len(lines_missed) + + # Track coverage per file if key == self.source_file_path: self.last_source_file_coverage = percentage_covered - if key not in self.last_coverage_percentages: - self.last_coverage_percentages[key] = 0 self.last_coverage_percentages[key] = percentage_covered - try: - percentage_covered = total_lines_covered / total_lines - except ZeroDivisionError: - self.logger.error(f"ZeroDivisionError: Attempting to perform total_lines_covered / total_lines: {total_lines_covered} / {total_lines}.") - percentage_covered = 0 - self.logger.info( - f"Total lines covered: {total_lines_covered}, Total lines missed: {total_lines_missed}, Total lines: {total_lines}" - ) - self.logger.info( - f"coverage: Percentage {round(percentage_covered * 100, 2)}%" - ) + # Calculate and log the overall coverage + coverage_percentage = total_lines_covered / total_lines if total_lines else 0 + self.logger.info(f"Total lines covered: {total_lines_covered}, Total lines missed: {total_lines_missed}, Total lines: {total_lines}") + self.logger.info(f"Overall coverage: {round(coverage_percentage * 100, 2)}%") + else: - lines_covered, lines_missed, percentage_covered = ( - coverage_processor.process_coverage_report( - time_of_test_command=time_of_test_command - ) - ) + # Process coverage for only the main source file + lines_covered, lines_missed, coverage_percentage = coverage_processor.process_coverage_report(time_of_test_command) + + # Update and log the coverage report summary + self.current_coverage = coverage_percentage + self.code_coverage_report = ( + f"Lines covered: {lines_covered}\n" + f"Lines missed: {lines_missed}\n" + f"Percentage covered: {round(coverage_percentage * 100, 2)}%" + ) + self.logger.info(self.code_coverage_report) - # Process the extracted coverage metrics - self.current_coverage = percentage_covered - self.code_coverage_report = f"Lines covered: {lines_covered}\nLines missed: {lines_missed}\nPercentage covered: {round(percentage_covered * 100, 2)}%" except AssertionError as error: # Handle the case where the coverage report does not exist or was not updated after the test command self.logger.error(f"Error in coverage processing: {error}") - # Optionally, re-raise the error or handle it as deemed appropriate for your application raise - except (ValueError, NotImplementedError) as e: - # Handle errors related to unsupported coverage report types or issues in parsing - self.logger.warning(f"Error parsing coverage report: {e}") - self.logger.info( - "Will default to using the full coverage report. You will need to check coverage manually for each passing test." - ) + + except (ValueError, NotImplementedError) as error: + # Handle unsupported report types or issues in parsing + self.logger.warning(f"Error parsing coverage report: {error}") + self.logger.info("Defaulting to the full coverage report. Manual coverage check required for each passing test.") with open(self.code_coverage_report_path, "r") as f: self.code_coverage_report = f.read() - def run_diff_coverage(self): - """ - Preform a diff coverage command to generate diff coverage report. - Process the diff coverage report to extract the diff coverage percentage. - - Parameters: - - None - - Returns: - - None - """ - # Determine the filename of the code coverage report - coverage_filename = os.path.basename(self.code_coverage_report_path) - - # Construct the diff coverage command to compare with the specified branch - coverage_command = f"diff-cover --compare-branch={self.comparasion_branch} {coverage_filename}" - - # Log the execution of the diff coverage command - self.logger.info( - f'Running diff coverage command to generate diff coverage report: "{coverage_command}"' - ) - - # Execute the diff coverage command and capture its output - stdout, stderr, exit_code, time_of_test_command = Runner.run_command( - command=coverage_command, cwd=self.test_command_dir - ) - - # Ensure the command executed successfully; otherwise, log and raise an error - assert ( - exit_code == 0 - ), f'Fatal: Error running test command. Are you sure the command is correct? "{coverage_command}"\nExit code {exit_code}. \nStdout: \n{stdout} \nStderr: \n{stderr}' - - # Initialize a CoverageProcessor instance to handle coverage data parsing - coverage_processor = CoverageProcessor( - file_path=self.code_coverage_report_path, - src_file_path=self.source_file_path, - coverage_type=self.coverage_type, - use_report_coverage_feature_flag=self.use_report_coverage_feature_flag - ) - - # Parse the diff coverage report to extract processed lines, missed lines, and coverage percentage - lines_processed, lines_missed, diff_coverage_percentage = coverage_processor.parse_diff_coverage_report( - report_text=stdout - ) - - # Log the extracted diff coverage metrics - self.logger.info( - f"Lines processed: {lines_processed}, Lines missed: {lines_missed}, Diff coverage: {round(diff_coverage_percentage * 100, 2)}%" - ) - - # Update the current coverage percentage with the diff coverage result - self.current_coverage = diff_coverage_percentage - @staticmethod def get_included_files(included_files): """ @@ -361,8 +319,6 @@ def build_prompt(self) -> dict: failed_test_runs=failed_test_runs_value, language=self.language, testing_framework=self.testing_framework, - diff_coverage=self.diff_coverage, - diff_branch=self.comparasion_branch, ) return self.prompt_builder.build_prompt() @@ -607,22 +563,7 @@ def validate_test(self, generated_test: dict, num_attempts=1): command=self.test_command, cwd=self.test_command_dir ) if exit_code != 0: - break - - if self.diff_coverage: - report_path = self.code_coverage_report_path.replace(self.test_command_dir, "") - report_path = report_path.lstrip("/") - test_command = f"diff-cover --compare-branch={self.comparasion_branch} {report_path}" - self.logger.info( - f'Running diff coverage command to generate diff coverage report: "{test_command}"' - ) - stdout, stderr, exit_code, time_of_test_command = Runner.run_command( - command=test_command, cwd=self.test_command_dir - ) - if exit_code != 0: - break - - + break # Step 3: Check for pass/fail from the Runner object if exit_code != 0: @@ -668,49 +609,11 @@ def validate_test(self, generated_test: dict, num_attempts=1): # If test passed, check for coverage increase try: # Step 4: Check that the coverage has increased using the CoverageProcessor class - new_coverage_processor = CoverageProcessor( - file_path=self.code_coverage_report_path, - src_file_path=self.source_file_path, - coverage_type=self.coverage_type, - use_report_coverage_feature_flag=self.use_report_coverage_feature_flag, - ) - coverage_percentages = {} + old_coverage_percentage = self.current_coverage + self.run_coverage() - if self.use_report_coverage_feature_flag: - self.logger.info( - "Using the report coverage feature flag to process the coverage report" - ) - file_coverage_dict = new_coverage_processor.process_coverage_report( - time_of_test_command=time_of_test_command - ) - total_lines_covered = 0 - total_lines_missed = 0 - total_lines = 0 - for key in file_coverage_dict: - lines_covered, lines_missed, percentage_covered = ( - file_coverage_dict[key] - ) - total_lines_covered += len(lines_covered) - total_lines_missed += len(lines_missed) - total_lines += len(lines_covered) + len(lines_missed) - if key not in coverage_percentages: - coverage_percentages[key] = 0 - coverage_percentages[key] = percentage_covered - - new_percentage_covered = total_lines_covered / total_lines - elif self.diff_coverage: - _, _, new_percentage_covered = new_coverage_processor.parse_diff_coverage_report( - report_text=stdout - ) - else: - _, _, new_percentage_covered = ( - new_coverage_processor.process_coverage_report( - time_of_test_command=time_of_test_command - ) - ) - - if new_percentage_covered <= self.current_coverage: - # Coverage has not increased, rollback the test by removing it from the test file + # Coverage has not increased, rollback the test by removing it from the test file + if self.current_coverage <= old_coverage_percentage: with open(self.test_file_path, "w") as test_file: test_file.write(original_content) test_file.flush() @@ -783,8 +686,6 @@ def validate_test(self, generated_test: dict, num_attempts=1): additional_imports_lines ) # this is important, otherwise the next test will be inserted at the wrong line - self.current_coverage = new_percentage_covered - for key in coverage_percentages: if key not in self.last_coverage_percentages: self.last_coverage_percentages[key] = 0 @@ -830,6 +731,57 @@ def validate_test(self, generated_test: dict, num_attempts=1): "processed_test_file": "N/A", } + def insert_test_and_imports(self, test_code, additional_imports, original_content): + # Insert the generated test code and imports at the relevant lines + test_code_indented = self.indent_test_code(test_code) + relevant_line_number_to_insert_tests_after = self.relevant_line_number_to_insert_tests_after + relevant_line_number_to_insert_imports_after = self.relevant_line_number_to_insert_imports_after + + # Prepare the modified test file content + content_lines = original_content.split("\n") + processed_test_lines = ( + content_lines[:relevant_line_number_to_insert_tests_after] + + test_code_indented.splitlines() + + content_lines[relevant_line_number_to_insert_tests_after:] + ) + if additional_imports and relevant_line_number_to_insert_imports_after: + processed_test_lines = ( + processed_test_lines[:relevant_line_number_to_insert_imports_after] + + additional_imports.splitlines() + + processed_test_lines[relevant_line_number_to_insert_imports_after:] + ) + + with open(self.test_file_path, "w") as test_file: + test_file.write("\n".join(processed_test_lines)) + + def rollback_test_file(self, original_content): + # Rollback the test file to its original state + with open(self.test_file_path, "w") as test_file: + test_file.write(original_content) + + def log_and_return_failure(self, reason, exit_code, stdout, stderr, generated_test): + self.logger.info(f"Test failed: {reason}") + return { + "status": "FAIL", + "reason": reason, + "exit_code": exit_code, + "stderr": stderr, + "stdout": stdout, + "test": generated_test, + "coverage_before": self.current_coverage, + "coverage_after": self.current_coverage, # remains the same if failed + } + + def log_and_return_success(self, stdout, stderr, generated_test): + self.logger.info("Test passed and coverage increased.") + return { + "status": "PASS", + "stdout": stdout, + "stderr": stderr, + "test": generated_test, + "coverage_before": self.current_coverage, # before update in run_coverage + "coverage_after": self.current_coverage, + } def to_dict(self): return { diff --git a/cover_agent/main.py b/cover_agent/main.py index b4075b0f7..c99647ac1 100644 --- a/cover_agent/main.py +++ b/cover_agent/main.py @@ -105,7 +105,7 @@ def parse_args(): "--diff-coverage", action="store_true", default=False, - help="If set, Cover-Agent will only generate tests based on the diff between branches. Default: False.", + help="If set, Cover-Agent will only generate tests based on the diff between branches. Note: Requires git to be installed. Default: False.", ) parser.add_argument( "--branch", diff --git a/cover_agent/settings/test_generation_prompt.toml b/cover_agent/settings/test_generation_prompt.toml index 67d3ee981..a5a95558a 100644 --- a/cover_agent/settings/test_generation_prompt.toml +++ b/cover_agent/settings/test_generation_prompt.toml @@ -49,11 +49,6 @@ The test framework used for running tests is `{{ testing_framework }}`. {{ additional_instructions_text|trim }} {% endif %} -{%- if diff_coverage_text|trim %} - -{{ diff_coverage_text|trim }} -{% endif %} - ## Code Coverage Based on the code coverage report below, your goal is to suggest new test cases that would increase the current coverage. Focus only on untested or partially tested areas: