From 62dfac7695f7c1af2c52ea1f7b4c3894badc60b9 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 14:54:55 -0500 Subject: [PATCH 01/47] feat: Add script to scripts/ dir --- scripts/determine_test_files_to_run.py | 126 +++++++++++++++++++++++++ 1 file changed, 126 insertions(+) create mode 100755 scripts/determine_test_files_to_run.py diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py new file mode 100755 index 000000000000..851772f90452 --- /dev/null +++ b/scripts/determine_test_files_to_run.py @@ -0,0 +1,126 @@ +import ast +import glob +import os +from pprint import pprint +from typing import Dict, List + + +def parse_imports(path: str) -> List[str]: + """Traverses a file using AST and determines relative imports (from within GE)""" + with open(path) as f: + imports = set() + root: ast.Module = ast.parse(f.read()) + + for node in ast.walk(root): + # ast.Import is only used for external deps + if not isinstance(node, ast.ImportFrom): + continue + + # Only consider imports relevant to GE (note that "import great_expectations as ge" is discarded) + if ( + isinstance(node.module, str) + and "great_expectations" in node.module + and node.module.count(".") > 0 # Excludes `import great_expectations` + ): + imports.add(node.module) + + return sorted(imports) + + +def get_import_paths(imports: List[str]) -> List[str]: + """Takes a list of imports and determines the relative path to each source file or module""" + paths = [] + + for imp in imports: + # AST nodes are formatted as "great_expectations.module.file" + path = imp.replace(".", "/") + + if os.path.isfile(f"{path}.py"): + paths.append(f"{path}.py") + # AST node points to a module so we add ALL files in that directory + elif os.path.isdir(path): + for file in glob.glob(f"{path}/**/*.py", recursive=True): + paths.append(file) + + return paths + + +def create_dependency_graph( + directory: str, bidirectional: bool +) -> Dict[str, List[str]]: + """Traverse a given directory, parse all imports, and create a DAG linking source files to dependencies""" + files = glob.glob(f"{directory}/**/*.py") + + graph = {} + for file in files: + imports = parse_imports(file) + paths = get_import_paths(imports) + + if bidirectional and file not in graph: + graph[file] = set() + + for path in paths: + if path not in graph: + graph[path] = set() + graph[path].add(file) + if bidirectional: + graph[file].add(path) + + for k, v in graph.items(): + graph[k] = sorted(v) + return graph + + +def traverse_graph(root: str, graph: Dict[str, List[str]], depth: int) -> List[str]: + """Perform an iterative, DFS-based traversal of a given dependency graph""" + stack = [(root, depth)] + seen = set() + res = set() + + while stack: + node, d = stack.pop() + if node in seen or d <= 0 or not node.startswith("great_expectations"): + continue + seen.add(node) + res.add(node) + for child in graph.get(node, []): + stack.append((child, d - 1)) + + return sorted(res) + + +def determine_relevant_source_files(changed_files: List[str], depth: int) -> List[str]: + """Perform graph traversal on all changed files to determine which source files are possibly influenced in the commit""" + ge_graph = create_dependency_graph("great_expectations", bidirectional=True) + res = set() + for file in changed_files: + deps = traverse_graph(file, ge_graph, depth) + res.update(deps) + return sorted(res) + + +def determine_files_to_test(source_files: List[str]) -> List[str]: + """Perform graph traversal on all source files to determine which test files need to be run""" + tests_graph = create_dependency_graph("tests", bidirectional=False) + print("TESTS:", len(tests_graph)) + res = set() + for file in source_files: + for test in tests_graph.get(file, []): + test_filename = test.split("/")[-1] + if test_filename.startswith("test_"): + res.add(test) + return sorted(res) + + +if __name__ == "__main__": + changed_files = [ + "great_expectations/cli/build_docs.py", + "great_expectations/cli/docs.py", + "great_expectations/data_context/data_context.py", + "great_expectations/data_context/store/html_site_store.py", + "great_expectations/render/renderer/site_builder.py", + ] + source_files = determine_relevant_source_files(changed_files, 2) + files_to_test = determine_files_to_test(source_files) + pprint(files_to_test) + print(len(files_to_test)) From b811e4fd293caf5090dc67ca7a96f0cfcf38a00d Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 15:17:48 -0500 Subject: [PATCH 02/47] feat: Use script in pipeline --- azure-pipelines.yml | 4 ++-- scripts/determine_test_files_to_run.py | 10 +++------- 2 files changed, 5 insertions(+), 9 deletions(-) diff --git a/azure-pipelines.yml b/azure-pipelines.yml index 5be162989cc9..733bda5e647c 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -155,7 +155,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_test_files_to_run.py | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -229,7 +229,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_test_files_to_run.py | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index 851772f90452..eb6b7dcacc01 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -102,7 +102,6 @@ def determine_relevant_source_files(changed_files: List[str], depth: int) -> Lis def determine_files_to_test(source_files: List[str]) -> List[str]: """Perform graph traversal on all source files to determine which test files need to be run""" tests_graph = create_dependency_graph("tests", bidirectional=False) - print("TESTS:", len(tests_graph)) res = set() for file in source_files: for test in tests_graph.get(file, []): @@ -114,13 +113,10 @@ def determine_files_to_test(source_files: List[str]) -> List[str]: if __name__ == "__main__": changed_files = [ - "great_expectations/cli/build_docs.py", - "great_expectations/cli/docs.py", - "great_expectations/data_context/data_context.py", - "great_expectations/data_context/store/html_site_store.py", "great_expectations/render/renderer/site_builder.py", ] source_files = determine_relevant_source_files(changed_files, 2) files_to_test = determine_files_to_test(source_files) - pprint(files_to_test) - print(len(files_to_test)) + + for file in files_to_test: + print(file) From 5415422c1a0015a9c6abb59fce39c355f2e5ad2d Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 15:19:33 -0500 Subject: [PATCH 03/47] test: Add test change --- great_expectations/data_context/data_context.py | 1 + 1 file changed, 1 insertion(+) diff --git a/great_expectations/data_context/data_context.py b/great_expectations/data_context/data_context.py index ef48fd0af35f..8372cfeb09f0 100644 --- a/great_expectations/data_context/data_context.py +++ b/great_expectations/data_context/data_context.py @@ -1,3 +1,4 @@ +# TEST CHANGE import configparser import copy import datetime From 1a409169608ada5a7563e95fff29867760ca55a5 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 15:55:43 -0500 Subject: [PATCH 04/47] feat: Add git integration --- azure-pipelines.yml | 4 ++-- .../data_context/data_context.py | 1 - scripts/determine_test_files_to_run.py | 22 ++++++++++++++----- 3 files changed, 18 insertions(+), 9 deletions(-) diff --git a/azure-pipelines.yml b/azure-pipelines.yml index 733bda5e647c..e45eb3033708 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -322,7 +322,7 @@ stages: - script: | pip install --requirement requirements.txt pip install pytest pytest-cov pytest-azurepipelines - pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_test_files_to_run.py | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - job: mssql @@ -354,7 +354,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_test_files_to_run.py | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - stage: cli_integration diff --git a/great_expectations/data_context/data_context.py b/great_expectations/data_context/data_context.py index 8372cfeb09f0..ef48fd0af35f 100644 --- a/great_expectations/data_context/data_context.py +++ b/great_expectations/data_context/data_context.py @@ -1,4 +1,3 @@ -# TEST CHANGE import configparser import copy import datetime diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index eb6b7dcacc01..84fd69ef5fa3 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -1,10 +1,19 @@ import ast import glob import os -from pprint import pprint +import subprocess from typing import Dict, List +def get_changed_files() -> List[str]: + """git diff HEAD origin/develop --name-only""" + process = subprocess.run( + ["git", "diff", "HEAD", "origin/develop", "--name-only"], stdout=subprocess.PIPE + ) + files = [f.decode("utf-8") for f in process.stdout.splitlines()] + return files + + def parse_imports(path: str) -> List[str]: """Traverses a file using AST and determines relative imports (from within GE)""" with open(path) as f: @@ -111,12 +120,13 @@ def determine_files_to_test(source_files: List[str]) -> List[str]: return sorted(res) -if __name__ == "__main__": - changed_files = [ - "great_expectations/render/renderer/site_builder.py", - ] +def main() -> None: + changed_files = get_changed_files() source_files = determine_relevant_source_files(changed_files, 2) files_to_test = determine_files_to_test(source_files) - for file in files_to_test: print(file) + + +if __name__ == "__main__": + main() From ab92796730b3a7883fff213fe03dc16011c8c29f Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 15:58:25 -0500 Subject: [PATCH 05/47] test: Add another test change --- great_expectations/data_context/data_context.py | 1 + 1 file changed, 1 insertion(+) diff --git a/great_expectations/data_context/data_context.py b/great_expectations/data_context/data_context.py index ef48fd0af35f..96eb53a0edc3 100644 --- a/great_expectations/data_context/data_context.py +++ b/great_expectations/data_context/data_context.py @@ -1,3 +1,4 @@ +# THIS IS A TEST import configparser import copy import datetime From 1328d147d5474eb0b6bf206277070ed082855ca5 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 16:11:58 -0500 Subject: [PATCH 06/47] chore: Revert data context --- great_expectations/data_context/data_context.py | 1 - 1 file changed, 1 deletion(-) diff --git a/great_expectations/data_context/data_context.py b/great_expectations/data_context/data_context.py index 96eb53a0edc3..ef48fd0af35f 100644 --- a/great_expectations/data_context/data_context.py +++ b/great_expectations/data_context/data_context.py @@ -1,4 +1,3 @@ -# THIS IS A TEST import configparser import copy import datetime From 50292cc285c12e89556e2e108078e39c85700233 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 16:13:05 -0500 Subject: [PATCH 07/47] test: Another test change --- great_expectations/cli/project.py | 1 + 1 file changed, 1 insertion(+) diff --git a/great_expectations/cli/project.py b/great_expectations/cli/project.py index 7f6c68a6027d..e55f8cd40b17 100644 --- a/great_expectations/cli/project.py +++ b/great_expectations/cli/project.py @@ -1,3 +1,4 @@ +# hello import sys from typing import Optional From 47a923699b333673de89d220f229086fc8fd7444 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 16:13:54 -0500 Subject: [PATCH 08/47] test: Another test change --- great_expectations/cli/project.py | 1 - great_expectations/rule_based_profiler/rule/rule.py | 1 + 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/great_expectations/cli/project.py b/great_expectations/cli/project.py index e55f8cd40b17..7f6c68a6027d 100644 --- a/great_expectations/cli/project.py +++ b/great_expectations/cli/project.py @@ -1,4 +1,3 @@ -# hello import sys from typing import Optional diff --git a/great_expectations/rule_based_profiler/rule/rule.py b/great_expectations/rule_based_profiler/rule/rule.py index 1e6745d792dc..c0ab76af393a 100644 --- a/great_expectations/rule_based_profiler/rule/rule.py +++ b/great_expectations/rule_based_profiler/rule/rule.py @@ -1,3 +1,4 @@ +# hello import copy from typing import Dict, List, Optional From 9ffd9ae4712bc530e838d8e8bd5dd2c046a84940 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 17:12:58 -0500 Subject: [PATCH 09/47] docs: Add docstr to script --- great_expectations/dataset/sparkdf_dataset.py | 1 + .../rule_based_profiler/rule/rule.py | 1 - scripts/determine_test_files_to_run.py | 40 ++++++++++++++++++- 3 files changed, 40 insertions(+), 2 deletions(-) diff --git a/great_expectations/dataset/sparkdf_dataset.py b/great_expectations/dataset/sparkdf_dataset.py index 51f71ff52f48..56b9dce3059c 100644 --- a/great_expectations/dataset/sparkdf_dataset.py +++ b/great_expectations/dataset/sparkdf_dataset.py @@ -1,3 +1,4 @@ +# hello import copy import inspect import json diff --git a/great_expectations/rule_based_profiler/rule/rule.py b/great_expectations/rule_based_profiler/rule/rule.py index c0ab76af393a..1e6745d792dc 100644 --- a/great_expectations/rule_based_profiler/rule/rule.py +++ b/great_expectations/rule_based_profiler/rule/rule.py @@ -1,4 +1,3 @@ -# hello import copy from typing import Dict, List, Optional diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index 84fd69ef5fa3..fd89fe61cffb 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -1,3 +1,41 @@ +""" +Usage: `python determine_test_files_to_run.py` + +This script is used in our Azure pipeline (azure-pipelines.yml) to determine which test files to run in CI/CD. +Rather than test all tests each time, the test files that are selected are based on which source files that have changed; +the specific method in which this is done is explained in detail below. + +The script takes the following steps: + 1. Determine which files have changed in the last commit (when compared to `develop`) + 2. For each changed file, find which files it depends on and which files depend on it (i.e. "relevant source files") + 3. For each relevant source file, determine the corresponding test file. + +By determining which files are related to which other files, we're able to create a directed, acyclic graph from our codebase. + +Let's look at the following example: + ``` + # foo.py + from bar import bar + from baz import baz + ``` +The module `foo` depends on `bar` and `baz` so the following links are created in the dependency graph: + `foo` <--> `bar` + `foo` <--> `baz` +Now that we know that `foo`, `bar`, and `baz` are strongly coupled, we want our testing strategy to reflect that. + +Upon creating a valid graph, we can use standard graph traversal algorithms to test modules that are dependent or relevant to +the changed file. To determine which tests to run, we create yet another graph; this one parses our test suite and determines +which source files are associated with a given test file. Once we have all our relevant source files and our mapping between +source file and test file, we can simple feed in our files to determine which tests need to be run in a given CI/CD cycle. + +While this script does not provide as much coverage as a traditional test run, the fact that it traverses GE's internal dependency +graph layer by layer to determine the most relevant files allows us to maintain high coverage (all while improving performance). + +If a key file like `data_context.py` is changed, the vast majority of the test suite will run because the corresponding node in +the dependency graph has so many ingoing and outgoing connections. This treatment of "high traffic" areas allow us to keep a watchful eye +over the most important and used parts of our codebase. + +""" import ast import glob import os @@ -122,7 +160,7 @@ def determine_files_to_test(source_files: List[str]) -> List[str]: def main() -> None: changed_files = get_changed_files() - source_files = determine_relevant_source_files(changed_files, 2) + source_files = determine_relevant_source_files(changed_files, depth=3) files_to_test = determine_files_to_test(source_files) for file in files_to_test: print(file) From 2917fcdf5a2eba5a47ffd64e44a7414d264b0706 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 17:14:33 -0500 Subject: [PATCH 10/47] chore: Bring down depth to 2 --- scripts/determine_test_files_to_run.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index fd89fe61cffb..ef54adc6f592 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -160,7 +160,7 @@ def determine_files_to_test(source_files: List[str]) -> List[str]: def main() -> None: changed_files = get_changed_files() - source_files = determine_relevant_source_files(changed_files, depth=3) + source_files = determine_relevant_source_files(changed_files, depth=2) files_to_test = determine_files_to_test(source_files) for file in files_to_test: print(file) From e69d070aa4d4cc1c7d16aae0a6470543851e362d Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 17:25:46 -0500 Subject: [PATCH 11/47] docs: Additional docstr updates --- great_expectations/dataset/sparkdf_dataset.py | 1 - great_expectations/rule_based_profiler/rule/rule.py | 1 + scripts/determine_test_files_to_run.py | 5 +++++ 3 files changed, 6 insertions(+), 1 deletion(-) diff --git a/great_expectations/dataset/sparkdf_dataset.py b/great_expectations/dataset/sparkdf_dataset.py index 56b9dce3059c..51f71ff52f48 100644 --- a/great_expectations/dataset/sparkdf_dataset.py +++ b/great_expectations/dataset/sparkdf_dataset.py @@ -1,4 +1,3 @@ -# hello import copy import inspect import json diff --git a/great_expectations/rule_based_profiler/rule/rule.py b/great_expectations/rule_based_profiler/rule/rule.py index 1e6745d792dc..4ffb8ca96782 100644 --- a/great_expectations/rule_based_profiler/rule/rule.py +++ b/great_expectations/rule_based_profiler/rule/rule.py @@ -1,3 +1,4 @@ +# This is a test change import copy from typing import Dict, List, Optional diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index ef54adc6f592..818647a722f7 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -27,6 +27,11 @@ the changed file. To determine which tests to run, we create yet another graph; this one parses our test suite and determines which source files are associated with a given test file. Once we have all our relevant source files and our mapping between source file and test file, we can simple feed in our files to determine which tests need to be run in a given CI/CD cycle. + ``` + # test_qux.py + from foo import foo + ``` +The `test_qux.py` file directly links to `foo` (which is associated with `bar` and `baz`). A change in one will cause `test_qux.py` to run. While this script does not provide as much coverage as a traditional test run, the fact that it traverses GE's internal dependency graph layer by layer to determine the most relevant files allows us to maintain high coverage (all while improving performance). From 0f97f5132c076c4e384eb5948abc6f17d173bf70 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 17:33:31 -0500 Subject: [PATCH 12/47] docs: Additional docstr updates --- scripts/determine_test_files_to_run.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index 818647a722f7..5a3ec19ab6b7 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -8,7 +8,7 @@ The script takes the following steps: 1. Determine which files have changed in the last commit (when compared to `develop`) 2. For each changed file, find which files it depends on and which files depend on it (i.e. "relevant source files") - 3. For each relevant source file, determine the corresponding test file. + 3. For each relevant source file, determine the associated test files and run them. By determining which files are related to which other files, we're able to create a directed, acyclic graph from our codebase. @@ -49,7 +49,7 @@ def get_changed_files() -> List[str]: - """git diff HEAD origin/develop --name-only""" + """Standard git diff against `develop` to determine list of changed files""" process = subprocess.run( ["git", "diff", "HEAD", "origin/develop", "--name-only"], stdout=subprocess.PIPE ) @@ -142,7 +142,7 @@ def traverse_graph(root: str, graph: Dict[str, List[str]], depth: int) -> List[s def determine_relevant_source_files(changed_files: List[str], depth: int) -> List[str]: - """Perform graph traversal on all changed files to determine which source files are possibly influenced in the commit""" + """Perform graph traversal on all changed files to determine which source files are possibly influenced by the commit""" ge_graph = create_dependency_graph("great_expectations", bidirectional=True) res = set() for file in changed_files: From 84861399e620b0ce662a0b1b7191ebdde52e0e09 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 23 Nov 2021 18:15:28 -0500 Subject: [PATCH 13/47] docs: Add comment in graph traversal func --- scripts/determine_test_files_to_run.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index 5a3ec19ab6b7..dd79f8f76375 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -131,6 +131,7 @@ def traverse_graph(root: str, graph: Dict[str, List[str]], depth: int) -> List[s while stack: node, d = stack.pop() + # If we've hit a cycle, traversed past our stated depth, or touched a file that isn't GE, throw away the node if node in seen or d <= 0 or not node.startswith("great_expectations"): continue seen.add(node) From 5da95b57caf4ca166c745ebcf37f2e75b7a43d87 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 24 Nov 2021 10:13:29 -0500 Subject: [PATCH 14/47] feat: Misc tweaks to algo --- scripts/determine_test_files_to_run.py | 95 +++++++++++++------------- 1 file changed, 48 insertions(+), 47 deletions(-) diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index dd79f8f76375..009b81afd219 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -7,31 +7,32 @@ The script takes the following steps: 1. Determine which files have changed in the last commit (when compared to `develop`) - 2. For each changed file, find which files it depends on and which files depend on it (i.e. "relevant source files") + 2. For each changed file, find which files depend on it (i.e. "relevant source files") 3. For each relevant source file, determine the associated test files and run them. By determining which files are related to which other files, we're able to create a directed, acyclic graph from our codebase. Let's look at the following example: ``` - # foo.py - from bar import bar - from baz import baz + # great_expectations/data_context/data_context.py + from great_expectations.checkpoint import Checkpoint + from great_expectations.core.batch import Batch ``` -The module `foo` depends on `bar` and `baz` so the following links are created in the dependency graph: - `foo` <--> `bar` - `foo` <--> `baz` -Now that we know that `foo`, `bar`, and `baz` are strongly coupled, we want our testing strategy to reflect that. +The module `data_context` depends on `checkpoint` and `batch` so the following links are created in the dependency graph: + `checkpoint` --> `data_context` + `batch` --> `data_context` +Now that we know that `data_context`, `checkpoint`, and `batch` are strongly coupled, we want our testing strategy to reflect that. Upon creating a valid graph, we can use standard graph traversal algorithms to test modules that are dependent or relevant to the changed file. To determine which tests to run, we create yet another graph; this one parses our test suite and determines which source files are associated with a given test file. Once we have all our relevant source files and our mapping between source file and test file, we can simple feed in our files to determine which tests need to be run in a given CI/CD cycle. ``` - # test_qux.py - from foo import foo + # test_pandas_datasource.py + from great_expectations.core.batch import Batch ``` -The `test_qux.py` file directly links to `foo` (which is associated with `bar` and `baz`). A change in one will cause `test_qux.py` to run. +The `test_pandas_datasource.py` file directly links to `batch` (which is associated with `data_context`). These linkages determine what tests are selected. +The specificity of the algorithm can be tweaked through the `depth` argument (how many layers out do you want to traverse). While this script does not provide as much coverage as a traditional test run, the fact that it traverses GE's internal dependency graph layer by layer to determine the most relevant files allows us to maintain high coverage (all while improving performance). @@ -45,8 +46,11 @@ import glob import os import subprocess +from collections import namedtuple from typing import Dict, List +Import = namedtuple("Import", ["source", "module", "name", "alias"]) + def get_changed_files() -> List[str]: """Standard git diff against `develop` to determine list of changed files""" @@ -54,38 +58,44 @@ def get_changed_files() -> List[str]: ["git", "diff", "HEAD", "origin/develop", "--name-only"], stdout=subprocess.PIPE ) files = [f.decode("utf-8") for f in process.stdout.splitlines()] - return files + return [f for f in files if f.startswith("great_expectations")] -def parse_imports(path: str) -> List[str]: +def parse_imports(path: str) -> List[Import]: """Traverses a file using AST and determines relative imports (from within GE)""" + imports = [] with open(path) as f: - imports = set() - root: ast.Module = ast.parse(f.read()) - - for node in ast.walk(root): - # ast.Import is only used for external deps - if not isinstance(node, ast.ImportFrom): - continue + root = ast.parse(f.read(), path) + + for node in ast.walk(root): + if isinstance(node, ast.Import): + module = [] + elif isinstance(node, ast.ImportFrom) and node.module is not None: + module = node.module.split(".") + else: + continue - # Only consider imports relevant to GE (note that "import great_expectations as ge" is discarded) - if ( - isinstance(node.module, str) - and "great_expectations" in node.module - and node.module.count(".") > 0 # Excludes `import great_expectations` - ): - imports.add(node.module) + for n in node.names: + imp = Import(path, module, n.name.split("."), n.asname) + imports.append(imp) - return sorted(imports) + return imports -def get_import_paths(imports: List[str]) -> List[str]: +def get_import_paths(imports: List[Import]) -> List[str]: """Takes a list of imports and determines the relative path to each source file or module""" paths = [] - for imp in imports: - # AST nodes are formatted as "great_expectations.module.file" - path = imp.replace(".", "/") + if "great_expectations" not in imp.module: + continue + path = "" + if len(imp.module) == 1: + if "DataContext" in imp.name: + path = "great_expectations/data_context/data_context" + elif "exceptions" in imp.name: + path = "great_expectations/exceptions/exceptions" + else: + path = "/".join(x for x in imp.module) if os.path.isfile(f"{path}.py"): paths.append(f"{path}.py") @@ -97,26 +107,17 @@ def get_import_paths(imports: List[str]) -> List[str]: return paths -def create_dependency_graph( - directory: str, bidirectional: bool -) -> Dict[str, List[str]]: +def create_dependency_graph(directory: str) -> Dict[str, List[str]]: """Traverse a given directory, parse all imports, and create a DAG linking source files to dependencies""" - files = glob.glob(f"{directory}/**/*.py") - graph = {} - for file in files: - imports = parse_imports(file) + for file in glob.glob(f"{directory}/**/*.py", recursive=True): + imports = parse_imports(str(file)) paths = get_import_paths(imports) - if bidirectional and file not in graph: - graph[file] = set() - for path in paths: if path not in graph: graph[path] = set() graph[path].add(file) - if bidirectional: - graph[file].add(path) for k, v in graph.items(): graph[k] = sorted(v) @@ -144,7 +145,7 @@ def traverse_graph(root: str, graph: Dict[str, List[str]], depth: int) -> List[s def determine_relevant_source_files(changed_files: List[str], depth: int) -> List[str]: """Perform graph traversal on all changed files to determine which source files are possibly influenced by the commit""" - ge_graph = create_dependency_graph("great_expectations", bidirectional=True) + ge_graph = create_dependency_graph("great_expectations") res = set() for file in changed_files: deps = traverse_graph(file, ge_graph, depth) @@ -154,7 +155,7 @@ def determine_relevant_source_files(changed_files: List[str], depth: int) -> Lis def determine_files_to_test(source_files: List[str]) -> List[str]: """Perform graph traversal on all source files to determine which test files need to be run""" - tests_graph = create_dependency_graph("tests", bidirectional=False) + tests_graph = create_dependency_graph("tests") res = set() for file in source_files: for test in tests_graph.get(file, []): @@ -166,7 +167,7 @@ def determine_files_to_test(source_files: List[str]) -> List[str]: def main() -> None: changed_files = get_changed_files() - source_files = determine_relevant_source_files(changed_files, depth=2) + source_files = determine_relevant_source_files(changed_files, depth=3) files_to_test = determine_files_to_test(source_files) for file in files_to_test: print(file) From 8b99f40159f15c53c5ee89afb82a5c176d748ec4 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 24 Nov 2021 10:35:15 -0500 Subject: [PATCH 15/47] feat: Misc changes --- scripts/determine_test_files_to_run.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index 009b81afd219..2eb5e1bcbaf7 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -167,7 +167,7 @@ def determine_files_to_test(source_files: List[str]) -> List[str]: def main() -> None: changed_files = get_changed_files() - source_files = determine_relevant_source_files(changed_files, depth=3) + source_files = determine_relevant_source_files(changed_files, depth=2) files_to_test = determine_files_to_test(source_files) for file in files_to_test: print(file) From 872c930831a0d88e2cb85a28ae549ff780fd5368 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 24 Nov 2021 10:42:07 -0500 Subject: [PATCH 16/47] chore: Revert test changes --- great_expectations/rule_based_profiler/rule/rule.py | 1 - 1 file changed, 1 deletion(-) diff --git a/great_expectations/rule_based_profiler/rule/rule.py b/great_expectations/rule_based_profiler/rule/rule.py index 4ffb8ca96782..1e6745d792dc 100644 --- a/great_expectations/rule_based_profiler/rule/rule.py +++ b/great_expectations/rule_based_profiler/rule/rule.py @@ -1,4 +1,3 @@ -# This is a test change import copy from typing import Dict, List, Optional From 371244f82303bca5213f642841b49f5540ef69d5 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 24 Nov 2021 11:01:30 -0500 Subject: [PATCH 17/47] docs: Update all docstrs --- scripts/determine_test_files_to_run.py | 66 +++++++++++++++++++++----- 1 file changed, 55 insertions(+), 11 deletions(-) diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index 2eb5e1bcbaf7..8bbc345e126a 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -53,7 +53,10 @@ def get_changed_files() -> List[str]: - """Standard git diff against `develop` to determine list of changed files""" + """ + Standard git diff against `develop` to determine list of changed files. + Filters out anything that isn't in `great_expectations/`. + """ process = subprocess.run( ["git", "diff", "HEAD", "origin/develop", "--name-only"], stdout=subprocess.PIPE ) @@ -62,7 +65,13 @@ def get_changed_files() -> List[str]: def parse_imports(path: str) -> List[Import]: - """Traverses a file using AST and determines relative imports (from within GE)""" + """ + Traverses a file using AST and determines relative imports (from within GE) + + Parses both: + * from great_expectations.x.y.z import ... + * from great_expectation import ... + """ imports = [] with open(path) as f: root = ast.parse(f.read(), path) @@ -83,15 +92,27 @@ def parse_imports(path: str) -> List[Import]: def get_import_paths(imports: List[Import]) -> List[str]: - """Takes a list of imports and determines the relative path to each source file or module""" + """ + Takes a list of Imports and determines the relative path to each source file or module. + + Imports of type: + * `from great_expectations.x.y.z import ...` originate from `great_expectations/x/y/z.py`. + * `from great_expectations import ...` must be evaluated on a case by case basis. + Thankfully, there are only two edge cases we need to consider (DataContext and exceptions). + + If it is the case that an Import is pointing to a module or directory, we play it safe + and add all files from that directory to ensure a high level of coverage. + """ paths = [] for imp in imports: if "great_expectations" not in imp.module: continue path = "" if len(imp.module) == 1: + # `from great_expectations import DataContext` if "DataContext" in imp.name: path = "great_expectations/data_context/data_context" + # `from great_expectations import exceptions as ge_exceptions` elif "exceptions" in imp.name: path = "great_expectations/exceptions/exceptions" else: @@ -108,7 +129,16 @@ def get_import_paths(imports: List[Import]) -> List[str]: def create_dependency_graph(directory: str) -> Dict[str, List[str]]: - """Traverse a given directory, parse all imports, and create a DAG linking source files to dependencies""" + """ + Traverse a given directory, parse all imports, and create a DAG linking source files to dependencies. + + The output dictionary has the following structure: + * key: the dependency or import in the current file + * val: the path of the current file + + This allows us to traverse from a changed file to all files that use the origin file as a dependency. + If we ever see a change in a given module, we immediately know which files are related and possibly impacted by the change. + """ graph = {} for file in glob.glob(f"{directory}/**/*.py", recursive=True): imports = parse_imports(str(file)) @@ -125,10 +155,16 @@ def create_dependency_graph(directory: str) -> Dict[str, List[str]]: def traverse_graph(root: str, graph: Dict[str, List[str]], depth: int) -> List[str]: - """Perform an iterative, DFS-based traversal of a given dependency graph""" + """ + Perform an iterative, DFS-based traversal of a given dependency graph. + + The provided `depth` arg determines how many layers you want to traverse. The smaller the number, the + more relevant the matches (but the less overall coverage you obtain). + + The output is a series of files that are determined to be relevant to the root file. + """ stack = [(root, depth)] seen = set() - res = set() while stack: node, d = stack.pop() @@ -136,15 +172,17 @@ def traverse_graph(root: str, graph: Dict[str, List[str]], depth: int) -> List[s if node in seen or d <= 0 or not node.startswith("great_expectations"): continue seen.add(node) - res.add(node) for child in graph.get(node, []): stack.append((child, d - 1)) - return sorted(res) + return sorted(seen) def determine_relevant_source_files(changed_files: List[str], depth: int) -> List[str]: - """Perform graph traversal on all changed files to determine which source files are possibly influenced by the commit""" + """ + Perform graph traversal on all changed files to determine which source files are possibly influenced by the commit. + Using a dependency graph from the `great_expectations/` directory, we can perform graph traversal for all changed files. + """ ge_graph = create_dependency_graph("great_expectations") res = set() for file in changed_files: @@ -154,18 +192,24 @@ def determine_relevant_source_files(changed_files: List[str], depth: int) -> Lis def determine_files_to_test(source_files: List[str]) -> List[str]: - """Perform graph traversal on all source files to determine which test files need to be run""" + """ + Perform graph traversal on all source files to determine which test files need to be run. + + Use a dependency graph of our `tests/` directory, we're able to map relevant source file to all tests that use + that file as an import. + """ tests_graph = create_dependency_graph("tests") res = set() for file in source_files: for test in tests_graph.get(file, []): + # Some basic filtering is necessary to remove things like conftest.py test_filename = test.split("/")[-1] if test_filename.startswith("test_"): res.add(test) return sorted(res) -def main() -> None: +def main(): changed_files = get_changed_files() source_files = determine_relevant_source_files(changed_files, depth=2) files_to_test = determine_files_to_test(source_files) From bb8af2495fc11b5e1395e6d793b5246ec4c50769 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 24 Nov 2021 11:05:08 -0500 Subject: [PATCH 18/47] docs: Comment on script output --- scripts/determine_test_files_to_run.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index 8bbc345e126a..99a6f8abf7e8 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -1,5 +1,7 @@ """ Usage: `python determine_test_files_to_run.py` +Output: A list of '\n' delimited file paths that represent relevant test files to run + (using `xargs`, we can feed in this list to `pytest` in our Azure config) This script is used in our Azure pipeline (azure-pipelines.yml) to determine which test files to run in CI/CD. Rather than test all tests each time, the test files that are selected are based on which source files that have changed; From 55682284855a063136fba3942dfb1a99655ad315 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 24 Nov 2021 13:35:08 -0500 Subject: [PATCH 19/47] feat: Add support for picking up test files in diff --- scripts/determine_test_files_to_run.py | 27 ++++++++++++++++++++------ 1 file changed, 21 insertions(+), 6 deletions(-) diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index 99a6f8abf7e8..7ab684bfddeb 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -49,12 +49,12 @@ import os import subprocess from collections import namedtuple -from typing import Dict, List +from typing import Dict, List, Tuple Import = namedtuple("Import", ["source", "module", "name", "alias"]) -def get_changed_files() -> List[str]: +def get_changed_files() -> Tuple[List[str], List[str]]: """ Standard git diff against `develop` to determine list of changed files. Filters out anything that isn't in `great_expectations/`. @@ -63,7 +63,9 @@ def get_changed_files() -> List[str]: ["git", "diff", "HEAD", "origin/develop", "--name-only"], stdout=subprocess.PIPE ) files = [f.decode("utf-8") for f in process.stdout.splitlines()] - return [f for f in files if f.startswith("great_expectations")] + test_files = [f for f in files if f.startswith("tests")] + source_files = [f for f in files if f.startswith("great_expectations")] + return source_files, test_files def parse_imports(path: str) -> List[Import]: @@ -211,10 +213,23 @@ def determine_files_to_test(source_files: List[str]) -> List[str]: return sorted(res) +def update_files_to_test( + files_to_test: List[str], changed_test_files: List[str] +) -> None: + """ + If a test file was picked up as part of our diff (see `get_changed_files()`), ensure + that we include it in the final output. + """ + for file in changed_test_files: + if file not in files_to_test: + files_to_test.append(file) + + def main(): - changed_files = get_changed_files() - source_files = determine_relevant_source_files(changed_files, depth=2) - files_to_test = determine_files_to_test(source_files) + changed_source_files, changed_test_files = get_changed_files() + relevant_files = determine_relevant_source_files(changed_source_files, depth=2) + files_to_test = determine_files_to_test(relevant_files) + update_files_to_test(files_to_test, changed_test_files) for file in files_to_test: print(file) From eb8e5de58ef1c2fcde44912b40b61d8ce7548bc1 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 24 Nov 2021 13:40:38 -0500 Subject: [PATCH 20/47] refactor: Move logic from helper into `determine_files_to_test` --- scripts/determine_test_files_to_run.py | 23 +++++++---------------- 1 file changed, 7 insertions(+), 16 deletions(-) diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_test_files_to_run.py index 7ab684bfddeb..baaaeb384d87 100755 --- a/scripts/determine_test_files_to_run.py +++ b/scripts/determine_test_files_to_run.py @@ -195,7 +195,9 @@ def determine_relevant_source_files(changed_files: List[str], depth: int) -> Lis return sorted(res) -def determine_files_to_test(source_files: List[str]) -> List[str]: +def determine_files_to_test( + source_files: List[str], changed_test_files: List[str] +) -> List[str]: """ Perform graph traversal on all source files to determine which test files need to be run. @@ -203,7 +205,9 @@ def determine_files_to_test(source_files: List[str]) -> List[str]: that file as an import. """ tests_graph = create_dependency_graph("tests") - res = set() + res = { + file for file in changed_test_files + } # Ensure we include test files that were caught by `get_changed_files()` for file in source_files: for test in tests_graph.get(file, []): # Some basic filtering is necessary to remove things like conftest.py @@ -213,23 +217,10 @@ def determine_files_to_test(source_files: List[str]) -> List[str]: return sorted(res) -def update_files_to_test( - files_to_test: List[str], changed_test_files: List[str] -) -> None: - """ - If a test file was picked up as part of our diff (see `get_changed_files()`), ensure - that we include it in the final output. - """ - for file in changed_test_files: - if file not in files_to_test: - files_to_test.append(file) - - def main(): changed_source_files, changed_test_files = get_changed_files() relevant_files = determine_relevant_source_files(changed_source_files, depth=2) - files_to_test = determine_files_to_test(relevant_files) - update_files_to_test(files_to_test, changed_test_files) + files_to_test = determine_files_to_test(relevant_files, changed_test_files) for file in files_to_test: print(file) From 9cee8d0df5c90b4f314ea894f2e93a3b77e49440 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 24 Nov 2021 14:49:44 -0500 Subject: [PATCH 21/47] test: Test change --- great_expectations/rule_based_profiler/rule/rule.py | 1 + 1 file changed, 1 insertion(+) diff --git a/great_expectations/rule_based_profiler/rule/rule.py b/great_expectations/rule_based_profiler/rule/rule.py index 1e6745d792dc..531052e76691 100644 --- a/great_expectations/rule_based_profiler/rule/rule.py +++ b/great_expectations/rule_based_profiler/rule/rule.py @@ -1,3 +1,4 @@ +# This is a test change! import copy from typing import Dict, List, Optional From 8d2eaae7ac52ed2a04ec22299ec533fc5ac12d0a Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Mon, 29 Nov 2021 09:42:02 -0500 Subject: [PATCH 22/47] chore: Add graphs for demonstration purposes --- ge_dependency_graph.txt | 5768 +++++++++++++++++++++++++++++++ tests_dependency_graph.txt | 6622 ++++++++++++++++++++++++++++++++++++ 2 files changed, 12390 insertions(+) create mode 100644 ge_dependency_graph.txt create mode 100644 tests_dependency_graph.txt diff --git a/ge_dependency_graph.txt b/ge_dependency_graph.txt new file mode 100644 index 000000000000..cf51f5930d89 --- /dev/null +++ b/ge_dependency_graph.txt @@ -0,0 +1,5768 @@ +# This is solely for demonstration purposes; will remove before merging in script! +# "If I change a given file, what downstream impact will it have?" + +{'great_expectations/_version.py': ['great_expectations/execution_engine/sqlalchemy_execution_engine.py'], + 'great_expectations/checkpoint/__init__.py': ['great_expectations/cli/toolkit.py', + 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', + 'great_expectations/cli/v012/checkpoint.py', + 'great_expectations/cli/v012/toolkit.py', + 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', + 'great_expectations/data_context/data_context.py'], + 'great_expectations/checkpoint/actions.py': ['great_expectations/cli/toolkit.py', + 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', + 'great_expectations/cli/v012/checkpoint.py', + 'great_expectations/cli/v012/toolkit.py', + 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', + 'great_expectations/data_context/data_context.py', + 'great_expectations/validation_operators/__init__.py'], + 'great_expectations/checkpoint/checkpoint.py': ['great_expectations/cli/toolkit.py', + 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', + 'great_expectations/cli/v012/checkpoint.py', + 'great_expectations/cli/v012/toolkit.py', + 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', + 'great_expectations/data_context/data_context.py'], + 'great_expectations/checkpoint/configurator.py': ['great_expectations/checkpoint/checkpoint.py', + 'great_expectations/cli/toolkit.py', + 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', + 'great_expectations/cli/v012/checkpoint.py', + 'great_expectations/cli/v012/toolkit.py', + 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', + 'great_expectations/data_context/data_context.py'], + 'great_expectations/checkpoint/types/__init__.py': ['great_expectations/cli/toolkit.py', + 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', + 'great_expectations/cli/v012/checkpoint.py', + 'great_expectations/cli/v012/toolkit.py', + 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', + 'great_expectations/data_context/data_context.py'], + 'great_expectations/checkpoint/types/checkpoint_result.py': ['great_expectations/checkpoint/checkpoint.py', + 'great_expectations/cli/checkpoint.py', + 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'great_expectations/validation_operators/types/validation_operator_result.py': ['great_expectations/checkpoint/checkpoint.py', + 'great_expectations/cli/v012/checkpoint.py', + 'great_expectations/core/usage_statistics/anonymizers/action_anonymizer.py', + 'great_expectations/core/usage_statistics/anonymizers/validation_operator_anonymizer.py', + 'great_expectations/render/page_renderer_util.py', + 'great_expectations/validation_operators/validation_operators.py'], + 'great_expectations/validation_operators/validation_operators.py': ['great_expectations/checkpoint/checkpoint.py', + 'great_expectations/core/usage_statistics/anonymizers/action_anonymizer.py', + 'great_expectations/core/usage_statistics/anonymizers/validation_operator_anonymizer.py'], + 'great_expectations/validator/exception_info.py': ['great_expectations/validator/validation_graph.py', + 'great_expectations/validator/validator.py'], + 'great_expectations/validator/metric_configuration.py': ['great_expectations/core/batch.py', + 'great_expectations/datasource/data_connector/data_connector.py', + 'great_expectations/execution_engine/execution_engine.py', + 'great_expectations/execution_engine/sparkdf_execution_engine.py', + 'great_expectations/execution_engine/sqlalchemy_execution_engine.py', + 'great_expectations/execution_engine/util.py', + 'great_expectations/expectations/core/expect_column_kl_divergence_to_be_less_than.py', + 'great_expectations/expectations/core/expect_column_values_to_be_in_type_list.py', + 'great_expectations/expectations/core/expect_column_values_to_be_of_type.py', + 'great_expectations/expectations/expectation.py', + 'great_expectations/expectations/metrics/column_aggregate_metric_provider.py', + 'great_expectations/expectations/metrics/column_aggregate_metrics/column_distinct_values.py', + 'great_expectations/expectations/metrics/column_aggregate_metrics/column_median.py', + 'great_expectations/expectations/metrics/column_aggregate_metrics/column_most_common_value.py', + 'great_expectations/expectations/metrics/column_aggregate_metrics/column_partition.py', + 'great_expectations/expectations/metrics/column_aggregate_metrics/column_proportion_of_unique_values.py', + 'great_expectations/expectations/metrics/column_aggregate_metrics/column_quantile_values.py', + 'great_expectations/expectations/metrics/column_map_metrics/column_value_lengths.py', + 'great_expectations/expectations/metrics/column_map_metrics/column_values_decreasing.py', + 'great_expectations/expectations/metrics/column_map_metrics/column_values_increasing.py', + 'great_expectations/expectations/metrics/column_map_metrics/column_values_non_null.py', + 'great_expectations/expectations/metrics/column_map_metrics/column_values_null.py', + 'great_expectations/expectations/metrics/column_map_metrics/column_values_unique.py', + 'great_expectations/expectations/metrics/column_map_metrics/column_values_z_score.py', + 'great_expectations/expectations/metrics/map_metric_provider.py', + 'great_expectations/expectations/metrics/metric_provider.py', + 'great_expectations/expectations/metrics/table_metrics/table_column_count.py', + 'great_expectations/expectations/metrics/table_metrics/table_columns.py', + 'great_expectations/expectations/metrics/table_metrics/table_head.py', + 'great_expectations/expectations/registry.py', + 'great_expectations/profile/user_configurable_profiler.py', + 'great_expectations/rule_based_profiler/domain_builder/column_domain_builder.py', + 'great_expectations/rule_based_profiler/domain_builder/simple_column_suffix_domain_builder.py', + 'great_expectations/rule_based_profiler/domain_builder/simple_semantic_type_domain_builder.py', + 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', + 'great_expectations/validator/validation_graph.py', + 'great_expectations/validator/validator.py'], + 'great_expectations/validator/validation_graph.py': ['great_expectations/expectations/core/expect_column_kl_divergence_to_be_less_than.py', + 'great_expectations/expectations/metrics/multicolumn_map_metrics/compound_columns_unique.py', + 'great_expectations/validator/validator.py'], + 'great_expectations/validator/validator.py': ['great_expectations/checkpoint/checkpoint.py', + 'great_expectations/cli/toolkit.py', + 'great_expectations/cli/v012/datasource.py', + 'great_expectations/data_context/data_context.py', + 'great_expectations/datasource/data_connector/data_connector.py', + 'great_expectations/expectations/core/expect_column_kl_divergence_to_be_less_than.py', + 'great_expectations/expectations/expectation.py', + 'great_expectations/expectations/metrics/table_metrics/table_head.py', + 'great_expectations/profile/base.py', + 'great_expectations/profile/user_configurable_profiler.py', + 'great_expectations/rule_based_profiler/domain_builder/domain_builder.py', + 'great_expectations/rule_based_profiler/parameter_builder/metric_parameter_builder.py', + 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py', + 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', + 'great_expectations/rule_based_profiler/util.py', + 'great_expectations/self_check/util.py']} diff --git a/tests_dependency_graph.txt b/tests_dependency_graph.txt new file mode 100644 index 000000000000..79d5519bbd21 --- /dev/null +++ b/tests_dependency_graph.txt @@ -0,0 +1,6622 @@ +# This is solely for demonstration purposes; will remove before merging in script! +# "If I change a given file, what test files do I need to run to check that everything is still running as intended?" + +{'great_expectations/checkpoint/__init__.py': ['tests/checkpoint/test_checkpoint.py', + 'tests/checkpoint/test_simple_checkpoint.py', + 'tests/data_context/test_data_context.py', + 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', + 'tests/performance/taxi_benchmark_util.py'], + 'great_expectations/checkpoint/actions.py': ['tests/actions/test_store_metric_action.py', + 'tests/checkpoint/test_checkpoint.py', + 'tests/checkpoint/test_simple_checkpoint.py', + 'tests/data_context/test_data_context.py', + 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', + 'tests/performance/taxi_benchmark_util.py'], + 'great_expectations/checkpoint/checkpoint.py': ['tests/checkpoint/test_checkpoint.py', + 'tests/checkpoint/test_simple_checkpoint.py', + 'tests/data_context/test_data_context.py', + 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', + 'tests/performance/taxi_benchmark_util.py'], + 'great_expectations/checkpoint/configurator.py': ['tests/checkpoint/test_checkpoint.py', + 'tests/checkpoint/test_simple_checkpoint.py', + 'tests/data_context/test_data_context.py', + 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', + 'tests/performance/taxi_benchmark_util.py'], + 'great_expectations/checkpoint/types/__init__.py': ['tests/checkpoint/test_checkpoint.py', + 'tests/checkpoint/test_simple_checkpoint.py', + 'tests/data_context/test_data_context.py', + 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', + 'tests/performance/taxi_benchmark_util.py'], + 'great_expectations/checkpoint/types/checkpoint_result.py': ['tests/checkpoint/test_checkpoint.py', + 'tests/checkpoint/test_simple_checkpoint.py', + 'tests/data_context/test_data_context.py', + 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', + 'tests/performance/taxi_benchmark_util.py', + 'tests/performance/test_bigquery_benchmarks.py'], + 'great_expectations/checkpoint/util.py': ['tests/actions/test_core_actions.py', + 'tests/checkpoint/test_checkpoint.py', + 'tests/checkpoint/test_simple_checkpoint.py', + 'tests/data_context/test_data_context.py', + 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', + 'tests/performance/taxi_benchmark_util.py'], + 'great_expectations/cli/__init__.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/batch_request.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/build_docs.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/checkpoint.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/checkpoint_script_template.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/cli.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/cli_logging.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/cli_messages.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/datasource.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_helpers.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_sanitize_yaml_and_save_datasource.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/docs.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/init.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/mark.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/pretty_printing.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/project.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/python_subprocess.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/store.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py'], + 'great_expectations/cli/suite.py': ['tests/cli/test_checkpoint.py', + 'tests/cli/test_cli.py', + 'tests/cli/test_datasource_new_pandas_paths.py', + 'tests/cli/test_datasource_pandas.py', + 'tests/cli/test_datasource_snowflake.py', + 'tests/cli/test_datasource_sqlite.py', + 'tests/cli/test_docs.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_project.py', + 'tests/cli/test_store.py', + 'tests/cli/test_suite.py', + 'tests/cli/test_toolkit.py', + 'tests/cli/test_validation_operator.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py', + 'tests/render/renderer/v3/test_suite_edit_notebook_renderer.py', + 'tests/render/renderer/v3/test_suite_profile_notebook_renderer.py'], + 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'great_expectations/rule_based_profiler/parameter_builder/__init__.py': ['tests/rule_based_profiler/conftest.py', + 'tests/rule_based_profiler/domain_builder/test_domain_builder.py', + 'tests/rule_based_profiler/parameter_builder/test_parameter_container.py', + 'tests/rule_based_profiler/plugins/my_custom_semantic_type_column_domain_builder.py', + 'tests/rule_based_profiler/test_rule.py'], + 'great_expectations/rule_based_profiler/parameter_builder/metric_parameter_builder.py': ['tests/rule_based_profiler/conftest.py', + 'tests/rule_based_profiler/domain_builder/test_domain_builder.py', + 'tests/rule_based_profiler/parameter_builder/test_parameter_container.py', + 'tests/rule_based_profiler/plugins/my_custom_semantic_type_column_domain_builder.py', + 'tests/rule_based_profiler/test_rule.py'], + 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py': ['tests/rule_based_profiler/conftest.py', + 'tests/rule_based_profiler/domain_builder/test_domain_builder.py', + 'tests/rule_based_profiler/parameter_builder/test_parameter_computations.py', + 'tests/rule_based_profiler/parameter_builder/test_parameter_container.py', + 'tests/rule_based_profiler/plugins/my_custom_semantic_type_column_domain_builder.py', + 'tests/rule_based_profiler/test_rule.py'], + 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py': ['tests/rule_based_profiler/conftest.py', + 'tests/rule_based_profiler/domain_builder/test_domain_builder.py', + 'tests/rule_based_profiler/parameter_builder/test_parameter_container.py', + 'tests/rule_based_profiler/plugins/my_custom_semantic_type_column_domain_builder.py', + 'tests/rule_based_profiler/test_rule.py'], + 'great_expectations/rule_based_profiler/parameter_builder/parameter_container.py': ['tests/rule_based_profiler/conftest.py', + 'tests/rule_based_profiler/domain_builder/test_domain_builder.py', + 'tests/rule_based_profiler/parameter_builder/test_parameter_container.py', + 'tests/rule_based_profiler/plugins/my_custom_semantic_type_column_domain_builder.py', + 'tests/rule_based_profiler/test_rule.py'], + 'great_expectations/rule_based_profiler/profiler.py': ['tests/integration/docusaurus/expectations/advanced/multi_batch_rule_based_profiler_example.py', + 'tests/rule_based_profiler/test_profiler.py', + 'tests/rule_based_profiler/test_profiler_user_workflows.py'], + 'great_expectations/rule_based_profiler/rule/__init__.py': ['tests/rule_based_profiler/conftest.py'], + 'great_expectations/rule_based_profiler/rule/rule.py': ['tests/rule_based_profiler/conftest.py'], + 'great_expectations/rule_based_profiler/util.py': ['tests/rule_based_profiler/parameter_builder/test_parameter_computations.py'], + 'great_expectations/self_check/util.py': ['tests/actions/test_validation_operators.py', + 'tests/actions/test_validation_operators_in_data_context.py', + 'tests/conftest.py', + 'tests/data_asset/test_data_asset_util.py', + 'tests/data_asset/test_parameter_substitution.py', + 'tests/data_context/store/test_store_backends.py', + 'tests/dataset/test_dataset_legacy.py', + 'tests/dataset/test_pandas_dataset.py', + 'tests/dataset/test_pandas_dataset_conditionals.py', + 'tests/dataset/test_sqlalchemydataset.py', + 'tests/execution_engine/test_sparkdf_execution_engine.py', + 'tests/execution_engine/test_sqlalchemy_execution_engine.py', + 'tests/expectations/core/test_expect_column_value_z_scores_to_be_less_than.py', + 'tests/expectations/core/test_expect_column_values_to_be_in_type_list.py', + 'tests/expectations/core/test_expect_column_values_to_be_of_type.py', + 'tests/expectations/metrics/test_core.py', + 'tests/expectations/test_util.py', + 'tests/profile/test_basic_suite_builder_profiler.py', + 'tests/profile/test_user_configurable_profiler_v3_batch_request.py', + 'tests/render/renderer/test_other_section_renderer.py', + 'tests/render/test_render.py', + 'tests/test_autoinspect.py', + 'tests/test_dataset_implementations/test_dataset_implementations.py', + 'tests/test_definitions/test_expectations.py', + 'tests/test_definitions/test_expectations_cfe.py'], + 'great_expectations/util.py': ['tests/checkpoint/test_checkpoint.py', + 'tests/checkpoint/test_simple_checkpoint.py', + 'tests/cli/test_init.py', + 'tests/cli/test_init_missing_libraries.py', + 'tests/cli/test_init_pandas.py', + 'tests/cli/test_init_sqlite.py', + 'tests/cli/test_suite.py', + 'tests/cli/upgrade_helpers/test_upgrade_helper.py', + 'tests/cli/v012/test_init.py', + 'tests/cli/v012/test_init_missing_libraries.py', + 'tests/cli/v012/test_init_pandas.py', + 'tests/cli/v012/test_init_sqlite.py', + 'tests/cli/v012/test_suite.py', + 'tests/cli/v012/test_suite_pre_v013.py', + 'tests/cli/v012/upgrade_helpers/test_upgrade_helper_pre_v013.py', + 'tests/conftest.py', + 'tests/core/test_expectation_suite.py', + 'tests/data_asset/test_data_asset_citations.py', + 'tests/data_context/store/test_checkpoint_store.py', + 'tests/data_context/store/test_configuration_store.py', + 'tests/data_context/store/test_expectations_store.py', + 'tests/data_context/store/test_html_site_store.py', + 'tests/data_context/store/test_store_backends.py', + 'tests/data_context/store/test_validations_store.py', + 'tests/data_context/test_data_context.py', + 'tests/data_context/test_data_context_config_ui.py', + 'tests/data_context/test_data_context_utils.py', + 'tests/dataset/test_sparkdfdataset.py', + 'tests/dataset/test_sqlalchemydataset.py', + 'tests/datasource/test_sparkdf_datasource.py', + 'tests/execution_engine/test_sqlalchemy_execution_engine.py', + 'tests/expectations/metrics/test_table_column_types.py', + 'tests/profile/test_user_configurable_profiler_v3_batch_request.py', + 'tests/test_ge_utils.py', + 'tests/test_great_expectations.py'], + 'great_expectations/validation_operators/__init__.py': ['tests/actions/test_core_actions.py'], + 'great_expectations/validation_operators/types/__init__.py': ['tests/actions/test_core_actions.py'], + 'great_expectations/validation_operators/types/validation_operator_result.py': ['tests/actions/test_core_actions.py', + 'tests/checkpoint/test_checkpoint.py', + 'tests/render/test_default_markdown_view.py'], + 'great_expectations/validation_operators/validation_operators.py': ['tests/actions/test_core_actions.py', + 'tests/actions/test_validation_operators.py'], + 'great_expectations/validator/exception_info.py': ['tests/validator/test_validator.py'], + 'great_expectations/validator/metric_configuration.py': ['tests/execution_engine/test_execution_engine.py', + 'tests/execution_engine/test_pandas_execution_engine.py', + 'tests/execution_engine/test_sparkdf_execution_engine.py', + 'tests/execution_engine/test_sqlalchemy_execution_engine.py', + 'tests/expectations/metrics/test_core.py', + 'tests/expectations/test_util.py', + 'tests/integration/docusaurus/connecting_to_your_data/how_to_get_a_batch_of_data_from_a_configured_datasource.py', + 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/multiple_batch_requests_one_validator_multiple_steps.py', + 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/multiple_batch_requests_one_validator_one_step.py', + 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/one_multi_batch_request_one_validator.py', + 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/two_batch_requests_two_validators.py', + 'tests/rule_based_profiler/plugins/my_custom_semantic_type_column_domain_builder.py', + 'tests/rule_based_profiler/test_profiler.py', + 'tests/rule_based_profiler/test_profiler_user_workflows.py', + 'tests/validator/test_validator.py'], + 'great_expectations/validator/validation_graph.py': ['tests/expectations/metrics/test_map_metric.py', + 'tests/validator/test_validator.py'], + 'great_expectations/validator/validator.py': ['tests/data_context/test_data_context_datasource_runtime_data_connector.py', + 'tests/data_context/test_data_context_v013.py', + 'tests/datasource/data_connector/test_sql_data_connector.py', + 'tests/datasource/test_pandas_datasource.py', + 'tests/datasource/test_sparkdf_datasource.py', + 'tests/datasource/test_sqlalchemy_datasource.py', + 'tests/expectations/metrics/test_map_metric.py', + 'tests/expectations/test_expectation_arguments.py', + 'tests/expectations/test_run_diagnostics.py', + 'tests/expectations/test_util.py', + 'tests/integration/docusaurus/connecting_to_your_data/how_to_create_a_batch_of_data_from_an_in_memory_pandas_dataframe.py', + 'tests/integration/docusaurus/connecting_to_your_data/how_to_create_a_batch_of_data_from_an_in_memory_spark_dataframe.py', + 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', + 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/multiple_batch_requests_one_validator_multiple_steps.py', + 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/multiple_batch_requests_one_validator_one_step.py', + 'tests/profile/test_user_configurable_profiler_v3_batch_request.py', + 'tests/render/renderer/v3/test_suite_edit_notebook_renderer.py', + 'tests/rule_based_profiler/test_profiler_user_workflows.py', + 'tests/validator/test_validator.py']} From 8a7b9b5bbecbf9dcd416cef7cd9ef7e01fd1c24d Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sat, 4 Dec 2021 18:19:34 -0500 Subject: [PATCH 23/47] chore: General cleanup --- azure-pipelines.yml | 8 +- ge_dependency_graph.txt | 5768 -------------- ...es_to_run.py => determine_tests_to_run.py} | 0 tests_dependency_graph.txt | 6622 ----------------- 4 files changed, 4 insertions(+), 12394 deletions(-) delete mode 100644 ge_dependency_graph.txt rename scripts/{determine_test_files_to_run.py => determine_tests_to_run.py} (100%) delete mode 100644 tests_dependency_graph.txt diff --git a/azure-pipelines.yml b/azure-pipelines.yml index e45eb3033708..88fdbf6538f5 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -155,7 +155,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_test_files_to_run.py | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -229,7 +229,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_test_files_to_run.py | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -322,7 +322,7 @@ stages: - script: | pip install --requirement requirements.txt pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_test_files_to_run.py | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - job: mssql @@ -354,7 +354,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_test_files_to_run.py | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - stage: cli_integration diff --git a/ge_dependency_graph.txt b/ge_dependency_graph.txt deleted file mode 100644 index cf51f5930d89..000000000000 --- a/ge_dependency_graph.txt +++ /dev/null @@ -1,5768 +0,0 @@ -# This is solely for demonstration purposes; will remove before merging in script! -# "If I change a given file, what downstream impact will it have?" - -{'great_expectations/_version.py': ['great_expectations/execution_engine/sqlalchemy_execution_engine.py'], - 'great_expectations/checkpoint/__init__.py': ['great_expectations/cli/toolkit.py', - 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', - 'great_expectations/cli/v012/checkpoint.py', - 'great_expectations/cli/v012/toolkit.py', - 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', - 'great_expectations/data_context/data_context.py'], - 'great_expectations/checkpoint/actions.py': ['great_expectations/cli/toolkit.py', - 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', - 'great_expectations/cli/v012/checkpoint.py', - 'great_expectations/cli/v012/toolkit.py', - 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', - 'great_expectations/data_context/data_context.py', - 'great_expectations/validation_operators/__init__.py'], - 'great_expectations/checkpoint/checkpoint.py': ['great_expectations/cli/toolkit.py', - 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', - 'great_expectations/cli/v012/checkpoint.py', - 'great_expectations/cli/v012/toolkit.py', - 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', - 'great_expectations/data_context/data_context.py'], - 'great_expectations/checkpoint/configurator.py': ['great_expectations/checkpoint/checkpoint.py', - 'great_expectations/cli/toolkit.py', - 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', - 'great_expectations/cli/v012/checkpoint.py', - 'great_expectations/cli/v012/toolkit.py', - 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', - 'great_expectations/data_context/data_context.py'], - 'great_expectations/checkpoint/types/__init__.py': ['great_expectations/cli/toolkit.py', - 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', - 'great_expectations/cli/v012/checkpoint.py', - 'great_expectations/cli/v012/toolkit.py', - 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', - 'great_expectations/data_context/data_context.py'], - 'great_expectations/checkpoint/types/checkpoint_result.py': ['great_expectations/checkpoint/checkpoint.py', - 'great_expectations/cli/checkpoint.py', - 'great_expectations/cli/checkpoint_script_template.py', - 'great_expectations/cli/toolkit.py', - 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', - 'great_expectations/cli/v012/checkpoint.py', - 'great_expectations/cli/v012/toolkit.py', - 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', - 'great_expectations/data_context/data_context.py'], - 'great_expectations/checkpoint/util.py': ['great_expectations/checkpoint/actions.py', - 'great_expectations/checkpoint/checkpoint.py', - 'great_expectations/cli/toolkit.py', - 'great_expectations/cli/upgrade_helpers/upgrade_helper_v13.py', - 'great_expectations/cli/v012/checkpoint.py', - 'great_expectations/cli/v012/toolkit.py', - 'great_expectations/core/usage_statistics/anonymizers/checkpoint_anonymizer.py', - 'great_expectations/data_context/data_context.py', - 'great_expectations/validation_operators/validation_operators.py'], - 'great_expectations/cli/__init__.py': ['great_expectations/cli/batch_request.py', - 'great_expectations/cli/build_docs.py', - 'great_expectations/cli/checkpoint.py', - 'great_expectations/cli/datasource.py', - 'great_expectations/cli/docs.py', - 'great_expectations/cli/init.py', - 'great_expectations/cli/project.py', - 'great_expectations/cli/store.py', - 'great_expectations/cli/suite.py', - 'great_expectations/cli/util.py'], - 'great_expectations/cli/batch_request.py': ['great_expectations/cli/batch_request.py', - 'great_expectations/cli/build_docs.py', - 'great_expectations/cli/checkpoint.py', - 'great_expectations/cli/datasource.py', - 'great_expectations/cli/docs.py', - 'great_expectations/cli/init.py', - 'great_expectations/cli/project.py', - 'great_expectations/cli/store.py', - 'great_expectations/cli/suite.py', - 'great_expectations/cli/toolkit.py', - 'great_expectations/cli/util.py', - 'great_expectations/render/renderer/v3/suite_edit_notebook_renderer.py'], - 'great_expectations/cli/build_docs.py': ['great_expectations/cli/batch_request.py', - 'great_expectations/cli/build_docs.py', - 'great_expectations/cli/checkpoint.py', - 'great_expectations/cli/datasource.py', - 'great_expectations/cli/docs.py', - 'great_expectations/cli/init.py', - 'great_expectations/cli/project.py', - 'great_expectations/cli/store.py', - 'great_expectations/cli/suite.py', - 'great_expectations/cli/util.py'], - 'great_expectations/cli/checkpoint.py': ['great_expectations/cli/batch_request.py', - 'great_expectations/cli/build_docs.py', - 'great_expectations/cli/checkpoint.py', - 'great_expectations/cli/datasource.py', - 'great_expectations/cli/docs.py', - 'great_expectations/cli/init.py', - 'great_expectations/cli/project.py', - 'great_expectations/cli/store.py', - 'great_expectations/cli/suite.py', - 'great_expectations/cli/util.py'], - 'great_expectations/cli/checkpoint_script_template.py': ['great_expectations/cli/batch_request.py', - 'great_expectations/cli/build_docs.py', - 'great_expectations/cli/checkpoint.py', - 'great_expectations/cli/datasource.py', - 'great_expectations/cli/docs.py', - 'great_expectations/cli/init.py', - 'great_expectations/cli/project.py', - 'great_expectations/cli/store.py', - 'great_expectations/cli/suite.py', - 'great_expectations/cli/util.py'], - 'great_expectations/cli/cli.py': ['great_expectations/cli/__init__.py', - 'great_expectations/cli/batch_request.py', - 'great_expectations/cli/build_docs.py', - 'great_expectations/cli/checkpoint.py', - 'great_expectations/cli/datasource.py', - 'great_expectations/cli/docs.py', - 'great_expectations/cli/init.py', - 'great_expectations/cli/project.py', - 'great_expectations/cli/store.py', - 'great_expectations/cli/suite.py', - 'great_expectations/cli/util.py'], - 'great_expectations/cli/cli_logging.py': ['great_expectations/cli/batch_request.py', - 'great_expectations/cli/build_docs.py', - 'great_expectations/cli/checkpoint.py', - 'great_expectations/cli/cli.py', - 'great_expectations/cli/datasource.py', - 'great_expectations/cli/docs.py', - 'great_expectations/cli/init.py', - 'great_expectations/cli/project.py', - 'great_expectations/cli/store.py', - 'great_expectations/cli/suite.py', - 'great_expectations/cli/util.py'], - 'great_expectations/cli/cli_messages.py': ['great_expectations/cli/batch_request.py', - 'great_expectations/cli/build_docs.py', - 'great_expectations/cli/checkpoint.py', - 'great_expectations/cli/datasource.py', - 'great_expectations/cli/docs.py', - 'great_expectations/cli/init.py', - 'great_expectations/cli/project.py', - 'great_expectations/cli/store.py', - 'great_expectations/cli/suite.py', - 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'great_expectations/rule_based_profiler/expectation_configuration_builder/expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/metric_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_container.py', - 'great_expectations/rule_based_profiler/rule/rule.py', - 'great_expectations/rule_based_profiler/util.py'], - 'great_expectations/rule_based_profiler/domain_builder/types/domain.py': ['great_expectations/rule_based_profiler/domain_builder/column_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_column_suffix_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_semantic_type_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/table_domain_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/default_expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/metric_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_container.py', - 'great_expectations/rule_based_profiler/rule/rule.py', - 'great_expectations/rule_based_profiler/util.py'], - 'great_expectations/rule_based_profiler/expectation_configuration_builder/__init__.py': ['great_expectations/rule_based_profiler/expectation_configuration_builder/default_expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/rule/rule.py'], - 'great_expectations/rule_based_profiler/expectation_configuration_builder/default_expectation_configuration_builder.py': ['great_expectations/rule_based_profiler/expectation_configuration_builder/default_expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/rule/rule.py'], - 'great_expectations/rule_based_profiler/expectation_configuration_builder/expectation_configuration_builder.py': ['great_expectations/rule_based_profiler/expectation_configuration_builder/default_expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/profiler.py', - 'great_expectations/rule_based_profiler/rule/rule.py'], - 'great_expectations/rule_based_profiler/parameter_builder/__init__.py': ['great_expectations/rule_based_profiler/domain_builder/column_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_column_suffix_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_semantic_type_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/table_domain_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/default_expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/metric_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', - 'great_expectations/rule_based_profiler/rule/rule.py', - 'great_expectations/rule_based_profiler/util.py'], - 'great_expectations/rule_based_profiler/parameter_builder/metric_parameter_builder.py': ['great_expectations/rule_based_profiler/domain_builder/column_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_column_suffix_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_semantic_type_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/table_domain_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/default_expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/metric_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', - 'great_expectations/rule_based_profiler/rule/rule.py', - 'great_expectations/rule_based_profiler/util.py'], - 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py': ['great_expectations/rule_based_profiler/domain_builder/column_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_column_suffix_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_semantic_type_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/table_domain_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/default_expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/metric_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', - 'great_expectations/rule_based_profiler/rule/rule.py', - 'great_expectations/rule_based_profiler/util.py'], - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py': ['great_expectations/rule_based_profiler/domain_builder/column_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_column_suffix_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_semantic_type_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/table_domain_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/default_expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/metric_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', - 'great_expectations/rule_based_profiler/profiler.py', - 'great_expectations/rule_based_profiler/rule/rule.py', - 'great_expectations/rule_based_profiler/util.py'], - 'great_expectations/rule_based_profiler/parameter_builder/parameter_container.py': ['great_expectations/rule_based_profiler/domain_builder/column_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_column_suffix_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_semantic_type_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/table_domain_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/default_expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/metric_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', - 'great_expectations/rule_based_profiler/profiler.py', - 'great_expectations/rule_based_profiler/rule/rule.py', - 'great_expectations/rule_based_profiler/util.py'], - 'great_expectations/rule_based_profiler/rule/rule.py': ['great_expectations/rule_based_profiler/profiler.py'], - 'great_expectations/rule_based_profiler/util.py': ['great_expectations/rule_based_profiler/domain_builder/domain_builder.py', - 'great_expectations/rule_based_profiler/expectation_configuration_builder/default_expectation_configuration_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py'], - 'great_expectations/self_check/util.py': ['great_expectations/expectations/expectation.py'], - 'great_expectations/types/__init__.py': ['great_expectations/checkpoint/types/checkpoint_result.py', - 'great_expectations/core/batch.py', - 'great_expectations/core/expectation_configuration.py', - 'great_expectations/core/expectation_suite.py', - 'great_expectations/core/expectation_validation_result.py', - 'great_expectations/core/util.py', - 'great_expectations/data_context/types/base.py', - 'great_expectations/datasource/datasource.py', - 'great_expectations/datasource/pandas_datasource.py', - 'great_expectations/datasource/sparkdf_datasource.py', - 'great_expectations/datasource/sqlalchemy_datasource.py', - 'great_expectations/render/types/__init__.py', - 'great_expectations/rule_based_profiler/domain_builder/types/domain.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_container.py', - 'great_expectations/validation_operators/types/validation_operator_result.py', - 'great_expectations/validator/validator.py'], - 'great_expectations/types/base.py': ['great_expectations/checkpoint/types/checkpoint_result.py', - 'great_expectations/core/batch.py', - 'great_expectations/core/expectation_configuration.py', - 'great_expectations/core/expectation_suite.py', - 'great_expectations/core/expectation_validation_result.py', - 'great_expectations/core/util.py', - 'great_expectations/data_context/types/base.py', - 'great_expectations/datasource/datasource.py', - 'great_expectations/datasource/pandas_datasource.py', - 'great_expectations/datasource/sparkdf_datasource.py', - 'great_expectations/datasource/sqlalchemy_datasource.py', - 'great_expectations/render/types/__init__.py', - 'great_expectations/rule_based_profiler/domain_builder/types/domain.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_container.py', - 'great_expectations/validation_operators/types/validation_operator_result.py', - 'great_expectations/validator/exception_info.py', - 'great_expectations/validator/validator.py'], - 'great_expectations/types/configurations.py': ['great_expectations/checkpoint/types/checkpoint_result.py', - 'great_expectations/core/batch.py', - 'great_expectations/core/expectation_configuration.py', - 'great_expectations/core/expectation_suite.py', - 'great_expectations/core/expectation_validation_result.py', - 'great_expectations/core/util.py', - 'great_expectations/data_context/types/base.py', - 'great_expectations/datasource/datasource.py', - 'great_expectations/datasource/pandas_datasource.py', - 'great_expectations/datasource/sparkdf_datasource.py', - 'great_expectations/datasource/sqlalchemy_datasource.py', - 'great_expectations/render/types/__init__.py', - 'great_expectations/rule_based_profiler/domain_builder/types/domain.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_container.py', - 'great_expectations/validation_operators/types/validation_operator_result.py', - 'great_expectations/validator/validator.py'], - 'great_expectations/types/expectations.py': ['great_expectations/checkpoint/types/checkpoint_result.py', - 'great_expectations/core/batch.py', - 'great_expectations/core/expectation_configuration.py', - 'great_expectations/core/expectation_suite.py', - 'great_expectations/core/expectation_validation_result.py', - 'great_expectations/core/util.py', - 'great_expectations/data_context/types/base.py', - 'great_expectations/datasource/datasource.py', - 'great_expectations/datasource/pandas_datasource.py', - 'great_expectations/datasource/sparkdf_datasource.py', - 'great_expectations/datasource/sqlalchemy_datasource.py', - 'great_expectations/render/types/__init__.py', - 'great_expectations/rule_based_profiler/domain_builder/types/domain.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_container.py', - 'great_expectations/validation_operators/types/validation_operator_result.py', - 'great_expectations/validator/validator.py'], - 'great_expectations/util.py': ['great_expectations/checkpoint/configurator.py', - 'great_expectations/cli/batch_request.py', - 'great_expectations/cli/checkpoint.py', - 'great_expectations/cli/util.py', - 'great_expectations/cli/v012/checkpoint.py', - 'great_expectations/cli/v012/init.py', - 'great_expectations/cli/v012/util.py', - 'great_expectations/core/batch.py', - 'great_expectations/core/usage_statistics/anonymizers/anonymizer.py', - 'great_expectations/core/usage_statistics/anonymizers/batch_request_anonymizer.py', - 'great_expectations/data_context/data_context.py', - 'great_expectations/data_context/store/__init__.py', - 'great_expectations/data_context/store/configuration_store.py', - 'great_expectations/data_context/store/database_store_backend.py', - 'great_expectations/data_context/store/expectations_store.py', - 'great_expectations/data_context/store/ge_cloud_store_backend.py', - 'great_expectations/data_context/store/html_site_store.py', - 'great_expectations/data_context/store/json_site_store.py', - 'great_expectations/data_context/store/metric_store.py', - 'great_expectations/data_context/store/query_store.py', - 'great_expectations/data_context/store/store_backend.py', - 'great_expectations/data_context/store/tuple_store_backend.py', - 'great_expectations/data_context/store/validations_store.py', - 'great_expectations/data_context/util.py', - 'great_expectations/dataset/sqlalchemy_dataset.py', - 'great_expectations/datasource/data_connector/batch_filter.py', - 'great_expectations/datasource/data_connector/sorter/numeric_sorter.py', - 'great_expectations/datasource/sqlalchemy_datasource.py', - 'great_expectations/execution_engine/execution_engine.py', - 'great_expectations/execution_engine/sqlalchemy_batch_data.py', - 'great_expectations/execution_engine/sqlalchemy_execution_engine.py', - 'great_expectations/expectations/metrics/column_map_metrics/column_values_unique.py', - 'great_expectations/expectations/metrics/map_metric_provider.py', - 'great_expectations/expectations/metrics/util.py', - 'great_expectations/render/renderer/column_section_renderer.py', - 'great_expectations/render/renderer/notebook_renderer.py', - 'great_expectations/render/renderer/v3/suite_edit_notebook_renderer.py', - 'great_expectations/rule_based_profiler/domain_builder/types/domain.py', - 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_container.py', - 'great_expectations/self_check/util.py', - 'great_expectations/validation_operators/__init__.py', - 'great_expectations/validator/validator.py'], - 'great_expectations/validation_operators/__init__.py': ['great_expectations/checkpoint/checkpoint.py', - 'great_expectations/core/usage_statistics/anonymizers/action_anonymizer.py', - 'great_expectations/core/usage_statistics/anonymizers/validation_operator_anonymizer.py'], - 'great_expectations/validation_operators/types/__init__.py': ['great_expectations/checkpoint/checkpoint.py', - 'great_expectations/core/usage_statistics/anonymizers/action_anonymizer.py', - 'great_expectations/core/usage_statistics/anonymizers/validation_operator_anonymizer.py'], - 'great_expectations/validation_operators/types/validation_operator_result.py': ['great_expectations/checkpoint/checkpoint.py', - 'great_expectations/cli/v012/checkpoint.py', - 'great_expectations/core/usage_statistics/anonymizers/action_anonymizer.py', - 'great_expectations/core/usage_statistics/anonymizers/validation_operator_anonymizer.py', - 'great_expectations/render/page_renderer_util.py', - 'great_expectations/validation_operators/validation_operators.py'], - 'great_expectations/validation_operators/validation_operators.py': ['great_expectations/checkpoint/checkpoint.py', - 'great_expectations/core/usage_statistics/anonymizers/action_anonymizer.py', - 'great_expectations/core/usage_statistics/anonymizers/validation_operator_anonymizer.py'], - 'great_expectations/validator/exception_info.py': ['great_expectations/validator/validation_graph.py', - 'great_expectations/validator/validator.py'], - 'great_expectations/validator/metric_configuration.py': ['great_expectations/core/batch.py', - 'great_expectations/datasource/data_connector/data_connector.py', - 'great_expectations/execution_engine/execution_engine.py', - 'great_expectations/execution_engine/sparkdf_execution_engine.py', - 'great_expectations/execution_engine/sqlalchemy_execution_engine.py', - 'great_expectations/execution_engine/util.py', - 'great_expectations/expectations/core/expect_column_kl_divergence_to_be_less_than.py', - 'great_expectations/expectations/core/expect_column_values_to_be_in_type_list.py', - 'great_expectations/expectations/core/expect_column_values_to_be_of_type.py', - 'great_expectations/expectations/expectation.py', - 'great_expectations/expectations/metrics/column_aggregate_metric_provider.py', - 'great_expectations/expectations/metrics/column_aggregate_metrics/column_distinct_values.py', - 'great_expectations/expectations/metrics/column_aggregate_metrics/column_median.py', - 'great_expectations/expectations/metrics/column_aggregate_metrics/column_most_common_value.py', - 'great_expectations/expectations/metrics/column_aggregate_metrics/column_partition.py', - 'great_expectations/expectations/metrics/column_aggregate_metrics/column_proportion_of_unique_values.py', - 'great_expectations/expectations/metrics/column_aggregate_metrics/column_quantile_values.py', - 'great_expectations/expectations/metrics/column_map_metrics/column_value_lengths.py', - 'great_expectations/expectations/metrics/column_map_metrics/column_values_decreasing.py', - 'great_expectations/expectations/metrics/column_map_metrics/column_values_increasing.py', - 'great_expectations/expectations/metrics/column_map_metrics/column_values_non_null.py', - 'great_expectations/expectations/metrics/column_map_metrics/column_values_null.py', - 'great_expectations/expectations/metrics/column_map_metrics/column_values_unique.py', - 'great_expectations/expectations/metrics/column_map_metrics/column_values_z_score.py', - 'great_expectations/expectations/metrics/map_metric_provider.py', - 'great_expectations/expectations/metrics/metric_provider.py', - 'great_expectations/expectations/metrics/table_metrics/table_column_count.py', - 'great_expectations/expectations/metrics/table_metrics/table_columns.py', - 'great_expectations/expectations/metrics/table_metrics/table_head.py', - 'great_expectations/expectations/registry.py', - 'great_expectations/profile/user_configurable_profiler.py', - 'great_expectations/rule_based_profiler/domain_builder/column_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_column_suffix_domain_builder.py', - 'great_expectations/rule_based_profiler/domain_builder/simple_semantic_type_domain_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', - 'great_expectations/validator/validation_graph.py', - 'great_expectations/validator/validator.py'], - 'great_expectations/validator/validation_graph.py': ['great_expectations/expectations/core/expect_column_kl_divergence_to_be_less_than.py', - 'great_expectations/expectations/metrics/multicolumn_map_metrics/compound_columns_unique.py', - 'great_expectations/validator/validator.py'], - 'great_expectations/validator/validator.py': ['great_expectations/checkpoint/checkpoint.py', - 'great_expectations/cli/toolkit.py', - 'great_expectations/cli/v012/datasource.py', - 'great_expectations/data_context/data_context.py', - 'great_expectations/datasource/data_connector/data_connector.py', - 'great_expectations/expectations/core/expect_column_kl_divergence_to_be_less_than.py', - 'great_expectations/expectations/expectation.py', - 'great_expectations/expectations/metrics/table_metrics/table_head.py', - 'great_expectations/profile/base.py', - 'great_expectations/profile/user_configurable_profiler.py', - 'great_expectations/rule_based_profiler/domain_builder/domain_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/metric_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/numeric_metric_range_multi_batch_parameter_builder.py', - 'great_expectations/rule_based_profiler/parameter_builder/parameter_builder.py', - 'great_expectations/rule_based_profiler/util.py', - 'great_expectations/self_check/util.py']} diff --git a/scripts/determine_test_files_to_run.py b/scripts/determine_tests_to_run.py similarity index 100% rename from scripts/determine_test_files_to_run.py rename to scripts/determine_tests_to_run.py diff --git a/tests_dependency_graph.txt b/tests_dependency_graph.txt deleted file mode 100644 index 79d5519bbd21..000000000000 --- a/tests_dependency_graph.txt +++ /dev/null @@ -1,6622 +0,0 @@ -# This is solely for demonstration purposes; will remove before merging in script! -# "If I change a given file, what test files do I need to run to check that everything is still running as intended?" - -{'great_expectations/checkpoint/__init__.py': ['tests/checkpoint/test_checkpoint.py', - 'tests/checkpoint/test_simple_checkpoint.py', - 'tests/data_context/test_data_context.py', - 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', - 'tests/performance/taxi_benchmark_util.py'], - 'great_expectations/checkpoint/actions.py': ['tests/actions/test_store_metric_action.py', - 'tests/checkpoint/test_checkpoint.py', - 'tests/checkpoint/test_simple_checkpoint.py', - 'tests/data_context/test_data_context.py', - 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', - 'tests/performance/taxi_benchmark_util.py'], - 'great_expectations/checkpoint/checkpoint.py': ['tests/checkpoint/test_checkpoint.py', - 'tests/checkpoint/test_simple_checkpoint.py', - 'tests/data_context/test_data_context.py', - 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', - 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'tests/data_context/store/test_checkpoint_store.py', - 'tests/data_context/store/test_configuration_store.py', - 'tests/data_context/store/test_expectations_store.py', - 'tests/data_context/store/test_html_site_store.py', - 'tests/data_context/store/test_store_backends.py', - 'tests/data_context/store/test_validations_store.py', - 'tests/data_context/test_data_context.py', - 'tests/data_context/test_data_context_config_ui.py', - 'tests/data_context/test_data_context_utils.py', - 'tests/dataset/test_sparkdfdataset.py', - 'tests/dataset/test_sqlalchemydataset.py', - 'tests/datasource/test_sparkdf_datasource.py', - 'tests/execution_engine/test_sqlalchemy_execution_engine.py', - 'tests/expectations/metrics/test_table_column_types.py', - 'tests/profile/test_user_configurable_profiler_v3_batch_request.py', - 'tests/test_ge_utils.py', - 'tests/test_great_expectations.py'], - 'great_expectations/validation_operators/__init__.py': ['tests/actions/test_core_actions.py'], - 'great_expectations/validation_operators/types/__init__.py': ['tests/actions/test_core_actions.py'], - 'great_expectations/validation_operators/types/validation_operator_result.py': ['tests/actions/test_core_actions.py', - 'tests/checkpoint/test_checkpoint.py', - 'tests/render/test_default_markdown_view.py'], - 'great_expectations/validation_operators/validation_operators.py': ['tests/actions/test_core_actions.py', - 'tests/actions/test_validation_operators.py'], - 'great_expectations/validator/exception_info.py': ['tests/validator/test_validator.py'], - 'great_expectations/validator/metric_configuration.py': ['tests/execution_engine/test_execution_engine.py', - 'tests/execution_engine/test_pandas_execution_engine.py', - 'tests/execution_engine/test_sparkdf_execution_engine.py', - 'tests/execution_engine/test_sqlalchemy_execution_engine.py', - 'tests/expectations/metrics/test_core.py', - 'tests/expectations/test_util.py', - 'tests/integration/docusaurus/connecting_to_your_data/how_to_get_a_batch_of_data_from_a_configured_datasource.py', - 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/multiple_batch_requests_one_validator_multiple_steps.py', - 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/multiple_batch_requests_one_validator_one_step.py', - 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/one_multi_batch_request_one_validator.py', - 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/two_batch_requests_two_validators.py', - 'tests/rule_based_profiler/plugins/my_custom_semantic_type_column_domain_builder.py', - 'tests/rule_based_profiler/test_profiler.py', - 'tests/rule_based_profiler/test_profiler_user_workflows.py', - 'tests/validator/test_validator.py'], - 'great_expectations/validator/validation_graph.py': ['tests/expectations/metrics/test_map_metric.py', - 'tests/validator/test_validator.py'], - 'great_expectations/validator/validator.py': ['tests/data_context/test_data_context_datasource_runtime_data_connector.py', - 'tests/data_context/test_data_context_v013.py', - 'tests/datasource/data_connector/test_sql_data_connector.py', - 'tests/datasource/test_pandas_datasource.py', - 'tests/datasource/test_sparkdf_datasource.py', - 'tests/datasource/test_sqlalchemy_datasource.py', - 'tests/expectations/metrics/test_map_metric.py', - 'tests/expectations/test_expectation_arguments.py', - 'tests/expectations/test_run_diagnostics.py', - 'tests/expectations/test_util.py', - 'tests/integration/docusaurus/connecting_to_your_data/how_to_create_a_batch_of_data_from_an_in_memory_pandas_dataframe.py', - 'tests/integration/docusaurus/connecting_to_your_data/how_to_create_a_batch_of_data_from_an_in_memory_spark_dataframe.py', - 'tests/integration/docusaurus/tutorials/getting-started/getting_started.py', - 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/multiple_batch_requests_one_validator_multiple_steps.py', - 'tests/integration/fixtures/yellow_tripdata_pandas_fixture/multiple_batch_requests_one_validator_one_step.py', - 'tests/profile/test_user_configurable_profiler_v3_batch_request.py', - 'tests/render/renderer/v3/test_suite_edit_notebook_renderer.py', - 'tests/rule_based_profiler/test_profiler_user_workflows.py', - 'tests/validator/test_validator.py']} From 9251dd1ac82de6b690e2b5634a665f9f437954f1 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sat, 4 Dec 2021 18:32:06 -0500 Subject: [PATCH 24/47] refactor: Misc cleanup --- scripts/determine_tests_to_run.py | 67 ++++++++++++++++++++++--------- 1 file changed, 47 insertions(+), 20 deletions(-) diff --git a/scripts/determine_tests_to_run.py b/scripts/determine_tests_to_run.py index baaaeb384d87..852c99ccaac2 100755 --- a/scripts/determine_tests_to_run.py +++ b/scripts/determine_tests_to_run.py @@ -1,10 +1,10 @@ """ -Usage: `python determine_test_files_to_run.py` +Usage: `python determine_tests_to_run.py ` Output: A list of '\n' delimited file paths that represent relevant test files to run (using `xargs`, we can feed in this list to `pytest` in our Azure config) This script is used in our Azure pipeline (azure-pipelines.yml) to determine which test files to run in CI/CD. -Rather than test all tests each time, the test files that are selected are based on which source files that have changed; +Rather than test all tests each time, the test files that are selected are based on which source files have changed; the specific method in which this is done is explained in detail below. The script takes the following steps: @@ -48,19 +48,21 @@ import glob import os import subprocess +import sys from collections import namedtuple from typing import Dict, List, Tuple Import = namedtuple("Import", ["source", "module", "name", "alias"]) -def get_changed_files() -> Tuple[List[str], List[str]]: +def get_changed_files(branch: str) -> Tuple[List[str], List[str]]: """ - Standard git diff against `develop` to determine list of changed files. - Filters out anything that isn't in `great_expectations/`. + Standard git diff against a given branch to determine list of changed files. + + Ensure that any changed tests are picked up and run (regardless of the file changes in 'great_expectations/') """ process = subprocess.run( - ["git", "diff", "HEAD", "origin/develop", "--name-only"], stdout=subprocess.PIPE + ["git", "diff", "HEAD", branch, "--name-only"], stdout=subprocess.PIPE ) files = [f.decode("utf-8") for f in process.stdout.splitlines()] test_files = [f for f in files if f.startswith("tests")] @@ -140,6 +142,16 @@ def create_dependency_graph(directory: str) -> Dict[str, List[str]]: * key: the dependency or import in the current file * val: the path of the current file + Example: + ``` + # great_expectations/data_context/data_context.py + from great_expectations.checkpoint import Checkpoint + from great_expectations.core.batch import Batch + ``` + The following edges are added to the graph: + `checkpoint` --> `data_context` + `batch` --> `data_context` + This allows us to traverse from a changed file to all files that use the origin file as a dependency. If we ever see a change in a given module, we immediately know which files are related and possibly impacted by the change. """ @@ -153,8 +165,9 @@ def create_dependency_graph(directory: str) -> Dict[str, List[str]]: graph[path] = set() graph[path].add(file) - for k, v in graph.items(): - graph[k] = sorted(v) + for key, value in graph.items(): + graph[key] = sorted(value) + return graph @@ -182,21 +195,24 @@ def traverse_graph(root: str, graph: Dict[str, List[str]], depth: int) -> List[s return sorted(seen) -def determine_relevant_source_files(changed_files: List[str], depth: int) -> List[str]: +def determine_relevant_source_files( + ge_dependency_graph: Dict[str, List[str]], changed_files: List[str], depth: int +) -> List[str]: """ Perform graph traversal on all changed files to determine which source files are possibly influenced by the commit. Using a dependency graph from the `great_expectations/` directory, we can perform graph traversal for all changed files. """ - ge_graph = create_dependency_graph("great_expectations") res = set() for file in changed_files: - deps = traverse_graph(file, ge_graph, depth) + deps = traverse_graph(file, ge_dependency_graph, depth) res.update(deps) return sorted(res) def determine_files_to_test( - source_files: List[str], changed_test_files: List[str] + tests_dependency_graph: Dict[str, List[str]], + source_files: List[str], + changed_test_files: List[str], ) -> List[str]: """ Perform graph traversal on all source files to determine which test files need to be run. @@ -204,12 +220,10 @@ def determine_files_to_test( Use a dependency graph of our `tests/` directory, we're able to map relevant source file to all tests that use that file as an import. """ - tests_graph = create_dependency_graph("tests") - res = { - file for file in changed_test_files - } # Ensure we include test files that were caught by `get_changed_files()` + # Ensure we include test files that were caught by `get_changed_files()` + res = {file for file in changed_test_files} for file in source_files: - for test in tests_graph.get(file, []): + for test in tests_dependency_graph.get(file, []): # Some basic filtering is necessary to remove things like conftest.py test_filename = test.split("/")[-1] if test_filename.startswith("test_"): @@ -218,9 +232,22 @@ def determine_files_to_test( def main(): - changed_source_files, changed_test_files = get_changed_files() - relevant_files = determine_relevant_source_files(changed_source_files, depth=2) - files_to_test = determine_files_to_test(relevant_files, changed_test_files) + if len(sys.argv) != 3 and not sys.argv[2].isnumeric(): + print("Usage: `python determine_tests_to_run.py `") + return + + depth = int(sys.argv[2]) + changed_source_files, changed_test_files = get_changed_files("origin/develop") + + ge_dependency_graph = create_dependency_graph("great_expectations") + relevant_files = determine_relevant_source_files( + ge_dependency_graph, changed_source_files, depth=depth + ) + + tests_dependency_graph = create_dependency_graph("tests") + files_to_test = determine_files_to_test( + tests_dependency_graph, relevant_files, changed_test_files + ) for file in files_to_test: print(file) From 04a3b80415cb3b3cee2ac6e096ba722e4bf331e4 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sat, 4 Dec 2021 18:32:50 -0500 Subject: [PATCH 25/47] fix: Add CLI arg to CI/CD --- azure-pipelines.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/azure-pipelines.yml b/azure-pipelines.yml index 88fdbf6538f5..3fad33ee8c91 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -155,7 +155,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -229,7 +229,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -322,7 +322,7 @@ stages: - script: | pip install --requirement requirements.txt pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py 3 | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - job: mssql @@ -354,7 +354,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - stage: cli_integration From 6c89411a69da1643eadbf129ae80b63be83727ff Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sat, 4 Dec 2021 18:34:27 -0500 Subject: [PATCH 26/47] fix: Update check for proper args --- scripts/determine_tests_to_run.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/determine_tests_to_run.py b/scripts/determine_tests_to_run.py index 852c99ccaac2..ac03526413c4 100755 --- a/scripts/determine_tests_to_run.py +++ b/scripts/determine_tests_to_run.py @@ -232,7 +232,7 @@ def determine_files_to_test( def main(): - if len(sys.argv) != 3 and not sys.argv[2].isnumeric(): + if len(sys.argv) != 3 or not sys.argv[2].isnumeric(): print("Usage: `python determine_tests_to_run.py `") return From 4bcf7addbd60ed7792a4a64428fe1f68417f4189 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sat, 4 Dec 2021 22:49:24 -0500 Subject: [PATCH 27/47] Update scripts/determine_tests_to_run.py --- scripts/determine_tests_to_run.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/determine_tests_to_run.py b/scripts/determine_tests_to_run.py index ac03526413c4..91ea256ed919 100755 --- a/scripts/determine_tests_to_run.py +++ b/scripts/determine_tests_to_run.py @@ -232,11 +232,11 @@ def determine_files_to_test( def main(): - if len(sys.argv) != 3 or not sys.argv[2].isnumeric(): + if len(sys.argv) != 2 or not sys.argv[1].isnumeric(): print("Usage: `python determine_tests_to_run.py `") return - depth = int(sys.argv[2]) + depth = int(sys.argv[1]) changed_source_files, changed_test_files = get_changed_files("origin/develop") ge_dependency_graph = create_dependency_graph("great_expectations") From c97f0ecd0ec083e9e192dde6a10a8f2cd5ca1bd0 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sat, 4 Dec 2021 23:43:16 -0500 Subject: [PATCH 28/47] Update azure-pipelines.yml --- azure-pipelines.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/azure-pipelines.yml b/azure-pipelines.yml index 3fad33ee8c91..16f59efccf8d 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -394,7 +394,7 @@ stages: - script: | pip install pytest pytest-azurepipelines - pytest --aws-integration -v tests/cli + python scripts/determine_tests_to_run.py 3 | grep "tests/cli" | xargs pytest -v --aws-integration displayName: 'pytest' - stage: deploy_gallery From a68a94f0056e8b358f5cfc98f967c6be1fd15b8a Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sun, 5 Dec 2021 09:47:05 -0500 Subject: [PATCH 29/47] feat: Use argparse for --depth arg --- azure-pipelines.yml | 10 +++++----- .../rule_based_profiler/rule/rule.py | 1 - scripts/determine_tests_to_run.py | 16 +++++++++++----- 3 files changed, 16 insertions(+), 11 deletions(-) diff --git a/azure-pipelines.yml b/azure-pipelines.yml index 16f59efccf8d..b512faa56798 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -155,7 +155,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -229,7 +229,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -322,7 +322,7 @@ stages: - script: | pip install --requirement requirements.txt pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py 3 | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - job: mssql @@ -354,7 +354,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - stage: cli_integration @@ -394,7 +394,7 @@ stages: - script: | pip install pytest pytest-azurepipelines - python scripts/determine_tests_to_run.py 3 | grep "tests/cli" | xargs pytest -v --aws-integration + python scripts/determine_tests_to_run.py --depth 3 | grep "tests/cli" | xargs pytest -v --aws-integration displayName: 'pytest' - stage: deploy_gallery diff --git a/great_expectations/rule_based_profiler/rule/rule.py b/great_expectations/rule_based_profiler/rule/rule.py index 531052e76691..1e6745d792dc 100644 --- a/great_expectations/rule_based_profiler/rule/rule.py +++ b/great_expectations/rule_based_profiler/rule/rule.py @@ -1,4 +1,3 @@ -# This is a test change! import copy from typing import Dict, List, Optional diff --git a/scripts/determine_tests_to_run.py b/scripts/determine_tests_to_run.py index 91ea256ed919..ebcb2868d1a4 100755 --- a/scripts/determine_tests_to_run.py +++ b/scripts/determine_tests_to_run.py @@ -44,6 +44,7 @@ over the most important and used parts of our codebase. """ +import argparse import ast import glob import os @@ -231,12 +232,17 @@ def determine_files_to_test( return sorted(res) -def main(): - if len(sys.argv) != 2 or not sys.argv[1].isnumeric(): - print("Usage: `python determine_tests_to_run.py `") - return +def get_user_args(): + parser = argparse.ArgumentParser() + parser.add_argument( + "--depth", help="Maximum depth reached in graph traversal", required=True + ) + args = parser.parse_args() + return args.depth - depth = int(sys.argv[1]) + +def main(): + depth = int(get_user_args()) changed_source_files, changed_test_files = get_changed_files("origin/develop") ge_dependency_graph = create_dependency_graph("great_expectations") From b186e50f6fd0438a3c13919cbf8d3492c70e2902 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sun, 5 Dec 2021 11:29:13 -0500 Subject: [PATCH 30/47] test: Trigger pipeline --- great_expectations/rule_based_profiler/rule/rule.py | 1 + 1 file changed, 1 insertion(+) diff --git a/great_expectations/rule_based_profiler/rule/rule.py b/great_expectations/rule_based_profiler/rule/rule.py index 1e6745d792dc..c1e1483fed46 100644 --- a/great_expectations/rule_based_profiler/rule/rule.py +++ b/great_expectations/rule_based_profiler/rule/rule.py @@ -1,3 +1,4 @@ +# Test update import copy from typing import Dict, List, Optional From 326781da37de63403ee3f4aa79c1df019f6c7d81 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sun, 5 Dec 2021 11:55:47 -0500 Subject: [PATCH 31/47] feat: Add --filter opt --- azure-pipelines.yml | 2 +- scripts/determine_tests_to_run.py | 14 ++++++++++---- 2 files changed, 11 insertions(+), 5 deletions(-) diff --git a/azure-pipelines.yml b/azure-pipelines.yml index b512faa56798..62a88d1581b9 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -394,7 +394,7 @@ stages: - script: | pip install pytest pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | grep "tests/cli" | xargs pytest -v --aws-integration + python scripts/determine_tests_to_run.py --depth 3 --filter "tests/cli" | xargs pytest --aws-integration displayName: 'pytest' - stage: deploy_gallery diff --git a/scripts/determine_tests_to_run.py b/scripts/determine_tests_to_run.py index ebcb2868d1a4..6220a23d1cb6 100755 --- a/scripts/determine_tests_to_run.py +++ b/scripts/determine_tests_to_run.py @@ -232,17 +232,22 @@ def determine_files_to_test( return sorted(res) -def get_user_args(): +def get_user_args() -> Tuple[int, str]: parser = argparse.ArgumentParser() parser.add_argument( "--depth", help="Maximum depth reached in graph traversal", required=True ) + parser.add_argument( + "--filter", help="Filter test results by prefix", required=False + ) args = parser.parse_args() - return args.depth + depth = int(args.depth) + filter = args.filter or "" + return depth, filter def main(): - depth = int(get_user_args()) + depth, filter = get_user_args() changed_source_files, changed_test_files = get_changed_files("origin/develop") ge_dependency_graph = create_dependency_graph("great_expectations") @@ -255,7 +260,8 @@ def main(): tests_dependency_graph, relevant_files, changed_test_files ) for file in files_to_test: - print(file) + if file.startswith(filter): + print(file) if __name__ == "__main__": From cb1467f3c97c0122006462a08e805b221f29525e Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sun, 5 Dec 2021 12:11:51 -0500 Subject: [PATCH 32/47] fix: Leave CLI integration alone due to errors --- azure-pipelines.yml | 2 +- scripts/determine_tests_to_run.py | 14 ++++---------- 2 files changed, 5 insertions(+), 11 deletions(-) diff --git a/azure-pipelines.yml b/azure-pipelines.yml index 62a88d1581b9..a17c7903cb29 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -394,7 +394,7 @@ stages: - script: | pip install pytest pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 --filter "tests/cli" | xargs pytest --aws-integration + python pytest --aws-integration -v tests/cli displayName: 'pytest' - stage: deploy_gallery diff --git a/scripts/determine_tests_to_run.py b/scripts/determine_tests_to_run.py index 6220a23d1cb6..2dacd3c8982e 100755 --- a/scripts/determine_tests_to_run.py +++ b/scripts/determine_tests_to_run.py @@ -49,7 +49,6 @@ import glob import os import subprocess -import sys from collections import namedtuple from typing import Dict, List, Tuple @@ -232,22 +231,18 @@ def determine_files_to_test( return sorted(res) -def get_user_args() -> Tuple[int, str]: +def get_user_args() -> int: parser = argparse.ArgumentParser() parser.add_argument( "--depth", help="Maximum depth reached in graph traversal", required=True ) - parser.add_argument( - "--filter", help="Filter test results by prefix", required=False - ) args = parser.parse_args() depth = int(args.depth) - filter = args.filter or "" - return depth, filter + return depth def main(): - depth, filter = get_user_args() + depth = get_user_args() changed_source_files, changed_test_files = get_changed_files("origin/develop") ge_dependency_graph = create_dependency_graph("great_expectations") @@ -260,8 +255,7 @@ def main(): tests_dependency_graph, relevant_files, changed_test_files ) for file in files_to_test: - if file.startswith(filter): - print(file) + print(file) if __name__ == "__main__": From 2b599be727506b78cb4b96af3ae5cfbc72532f2e Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sun, 5 Dec 2021 12:24:22 -0500 Subject: [PATCH 33/47] Update azure-pipelines.yml --- azure-pipelines.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/azure-pipelines.yml b/azure-pipelines.yml index a17c7903cb29..be601a209d90 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -394,7 +394,7 @@ stages: - script: | pip install pytest pytest-azurepipelines - python pytest --aws-integration -v tests/cli + pytest --aws-integration -v tests/cli displayName: 'pytest' - stage: deploy_gallery From e288ac3dfb0f3d1a42273613889d73cdec17baa4 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Sun, 5 Dec 2021 18:00:32 -0500 Subject: [PATCH 34/47] chore: Cleanup of AST traversal --- scripts/determine_tests_to_run.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/scripts/determine_tests_to_run.py b/scripts/determine_tests_to_run.py index 2dacd3c8982e..396caef36615 100755 --- a/scripts/determine_tests_to_run.py +++ b/scripts/determine_tests_to_run.py @@ -113,14 +113,17 @@ def get_import_paths(imports: List[Import]) -> List[str]: for imp in imports: if "great_expectations" not in imp.module: continue - path = "" + path: str if len(imp.module) == 1: + name = imp.name[0] # `from great_expectations import DataContext` - if "DataContext" in imp.name: - path = "great_expectations/data_context/data_context" + if name == "DataContext": + path = "great_expectations/data_context/data_context.py" # `from great_expectations import exceptions as ge_exceptions` - elif "exceptions" in imp.name: - path = "great_expectations/exceptions/exceptions" + elif name == "exceptions": + path = "great_expectations/exceptions/exceptions.py" + else: + continue else: path = "/".join(x for x in imp.module) From 94ecaea649ffe8615c3f8e77b00bfa682e79490b Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 7 Dec 2021 10:58:38 -0500 Subject: [PATCH 35/47] chore: Try change in renderer --- great_expectations/render/renderer/site_builder.py | 1 + great_expectations/rule_based_profiler/rule/rule.py | 1 - scripts/determine_tests_to_run.py | 2 +- 3 files changed, 2 insertions(+), 2 deletions(-) diff --git a/great_expectations/render/renderer/site_builder.py b/great_expectations/render/renderer/site_builder.py index 4e51623cb28e..4aeb62c33c6c 100644 --- a/great_expectations/render/renderer/site_builder.py +++ b/great_expectations/render/renderer/site_builder.py @@ -1,3 +1,4 @@ +# This is a test change! import logging import os import traceback diff --git a/great_expectations/rule_based_profiler/rule/rule.py b/great_expectations/rule_based_profiler/rule/rule.py index c1e1483fed46..1e6745d792dc 100644 --- a/great_expectations/rule_based_profiler/rule/rule.py +++ b/great_expectations/rule_based_profiler/rule/rule.py @@ -1,4 +1,3 @@ -# Test update import copy from typing import Dict, List, Optional diff --git a/scripts/determine_tests_to_run.py b/scripts/determine_tests_to_run.py index 396caef36615..1c3f4ee7de26 100755 --- a/scripts/determine_tests_to_run.py +++ b/scripts/determine_tests_to_run.py @@ -1,5 +1,5 @@ """ -Usage: `python determine_tests_to_run.py ` +Usage: `python determine_tests_to_run.py --depth ` Output: A list of '\n' delimited file paths that represent relevant test files to run (using `xargs`, we can feed in this list to `pytest` in our Azure config) From cc15d0e1f07182a0201267781f9a5c8b499006b4 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 7 Dec 2021 11:02:25 -0500 Subject: [PATCH 36/47] chore: Revert test changes --- great_expectations/render/renderer/site_builder.py | 1 - 1 file changed, 1 deletion(-) diff --git a/great_expectations/render/renderer/site_builder.py b/great_expectations/render/renderer/site_builder.py index 4aeb62c33c6c..4e51623cb28e 100644 --- a/great_expectations/render/renderer/site_builder.py +++ b/great_expectations/render/renderer/site_builder.py @@ -1,4 +1,3 @@ -# This is a test change! import logging import os import traceback From ed133f7a4dc4d84b6580816d4af6f30936d5d64a Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 7 Dec 2021 17:20:04 -0500 Subject: [PATCH 37/47] chore: Move changes to their own YAML --- azure-pipelines-dependency-graph-testing.yml | 496 +++++++++++++++++++ azure-pipelines.yml | 8 +- 2 files changed, 500 insertions(+), 4 deletions(-) create mode 100644 azure-pipelines-dependency-graph-testing.yml diff --git a/azure-pipelines-dependency-graph-testing.yml b/azure-pipelines-dependency-graph-testing.yml new file mode 100644 index 000000000000..be601a209d90 --- /dev/null +++ b/azure-pipelines-dependency-graph-testing.yml @@ -0,0 +1,496 @@ +trigger: + branches: + include: + - pre_pr-* + - develop + - main + +resources: + containers: + - container: postgres + image: postgres:11 + ports: + - 5432:5432 + env: + POSTGRES_DB: "test_ci" + POSTGRES_HOST_AUTH_METHOD: "trust" + - container: mysql + image: mysql:8.0.20 + ports: + - 3306:3306 + env: + MYSQL_ALLOW_EMPTY_PASSWORD: "yes" + MYSQL_DATABASE: test_ci + - container: mssql + image: mcr.microsoft.com/mssql/server:2019-latest + env: + ACCEPT_EULA: Y + MSSQL_SA_PASSWORD: ReallyStrongPwd1234%^&* + MSSQL_DB: test_ci + MSSQL_PID: Developer + ports: + - 1433:1433 + +variables: + isMain: $[eq(variables['Build.SourceBranch'], 'refs/heads/main')] + isDevelop: $[eq(variables['Build.SourceBranch'], 'refs/heads/develop')] + GE_USAGE_STATISTICS_URL: "https://qa.stats.greatexpectations.io/great_expectations/v1/usage_statistics" + +stages: + - stage: scope_check + pool: + vmImage: 'ubuntu-20.04' + jobs: + - job: changes + steps: + - task: ChangedFiles@1 + name: CheckChanges + inputs: + verbose: true + rules: | + [ContribChanged] + contrib/** + + [ExperimentalChanged] + contrib/experimental/** + + [DocsChanged] + docs/** + tests/integration/docusaurus/** + tests/integration/fixtures/** + tests/test_sets/** + + [GEChanged] + great_expectations/** + tests/** + /*.txt + /*.yml + + - stage: lint + dependsOn: scope_check + pool: + vmImage: 'ubuntu-latest' + + jobs: + - job: lint + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: 3.7 + displayName: 'Use Python 3.7' + + - script: | + pip install isort[requirements]==5.4.2 flake8==3.8.3 black==21.8b0 pyupgrade==2.7.2 + EXIT_STATUS=0 + isort . --check-only --skip docs/ || EXIT_STATUS=$? + black --check --exclude docs/ . || EXIT_STATUS=$? + flake8 great_expectations/core || EXIT_STATUS=$? + pyupgrade --py3-plus || EXIT_STATUS=$? + exit $EXIT_STATUS + + - stage: required + dependsOn: [scope_check, lint] + pool: + vmImage: 'ubuntu-18.04' + + jobs: + - job: compatibility_matrix + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + variables: + GE_pytest_opts: '--no-sqlalchemy --no-spark' + strategy: + matrix: + Python36-Pandas023: + python.version: '3.6' + numpy.version: '1.14.1' + pandas.version: '0.23.4' + scipy.version: '0.19.0' + GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' + Python37-Pandas025: + python.version: '3.7' + numpy.version: '1.14.1' + pandas.version: '0.25.3' + # numpy 1.20 and pandas 0.25.3 do not coexist happily + scipy.version: '0.19.0' + GE_pytest_pip_opts: '"numpy<1.20" --requirement requirements-dev-base.txt --constraint constraints-dev.txt' + Python38-PandasLatest: + python.version: '3.8' + numpy.version: 'latest' + pandas.version: 'latest' + scipy.version: 'latest' + GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # --upgrade pip==20.2.4 + displayName: 'Update pip' + + - bash: pip install numpy + condition: eq(variables['scipy.version'], 'numpy') + displayName: 'Install numpy latest' + + - bash: pip install pandas + condition: eq(variables['pandas.version'], 'latest') + displayName: 'Install pandas latest' + + - bash: pip install scipy + condition: eq(variables['scipy.version'], 'latest') + displayName: 'Install scipy latest' + + - bash: pip install pandas==$(pandas.version) + condition: ne(variables['pandas.version'], 'latest') + displayName: 'Install pandas - $(pandas.version)' + + - script: | + pip install $(GE_pytest_pip_opts) + pip install --requirement requirements.txt + # Consider fragmenting *all* integration tests into separate folder and run + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-cov pytest-azurepipelines + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + displayName: 'pytest' + + - task: PublishTestResults@2 + condition: succeededOrFailed() + inputs: + testResultsFiles: '**/test-*.xml' + testRunTitle: 'Publish test results for Python $(python.version)' + + - task: PublishCodeCoverageResults@1 + inputs: + codeCoverageTool: Cobertura + summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml' + reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov' + + - job: comprehensive + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + + services: + postgres: postgres + + variables: + GE_pytest_opts: '' + + strategy: + matrix: + Python36: + python.version: '3.6' + pandas.version: 'latest' + GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + Python37: + python.version: '3.7' + pandas.version: 'latest' + GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + Python38: + python.version: '3.8' + pandas.version: 'latest' + GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' + Python39: + python.version: '3.9' + pandas.version: 'latest' + GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + sudo apt-get install -y pandoc + pip install pypandoc + displayName: 'Install pandoc' + + - bash: pip install pandas + condition: eq(variables['pandas.version'], 'latest') + displayName: 'Install pandas latest' + + - bash: pip install pandas==$(pandas.version) + condition: ne(variables['pandas.version'], 'latest') + displayName: 'Install pandas - $(pandas.version)' + + - script: | + pip install --requirement requirements.txt + echo "about to run pip install $(GE_pytest_pip_opts)" + pip install $(GE_pytest_pip_opts) + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-cov pytest-azurepipelines + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + displayName: 'pytest' + + - task: PublishTestResults@2 + condition: succeededOrFailed() + inputs: + testResultsFiles: '**/test-*.xml' + testRunTitle: 'Publish test results for Python $(python.version)' + + - task: PublishCodeCoverageResults@1 + inputs: + codeCoverageTool: Cobertura + summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml' + reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov' + + - stage: usage_stats_integration + dependsOn: [scope_check, lint] + pool: + vmImage: 'ubuntu-latest' + + jobs: + - job: test_usage_stats_messages + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip==20.2.4 + displayName: 'Update pip' + + - script: | + pip install --requirement requirements-dev-base.txt + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-azurepipelines + pytest --no-spark --no-sqlalchemy --aws-integration -v tests/integration/usage_statistics + displayName: 'pytest' + + - stage: db_integration + pool: + vmImage: 'ubuntu-latest' + + dependsOn: [scope_check, lint] + + jobs: + - job: mysql + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + + services: + mysql: mysql + + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + printf 'Waiting for MySQL database to accept connections' + until mysql --host=localhost --protocol=TCP --port=3306 --user=root --password='' --execute "SHOW DATABASES"; do + printf '.' + sleep 1; + done; + displayName: Wait for database to initialise + + - script: | + echo "SET GLOBAL sql_mode=(SELECT REPLACE(@@sql_mode,'ONLY_FULL_GROUP_BY',''));" > mysql_setup_script.sql + mysql --host=localhost --protocol=TCP --port=3306 --user=root --password='' --reconnect < mysql_setup_script.sql + displayName: 'Configure mysql' + + - script: | + pip install --requirement requirements-dev-base.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - script: | + pip install --requirement requirements.txt + pip install pytest pytest-cov pytest-azurepipelines + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + displayName: 'pytest' + + - job: mssql + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + + services: + mssql: mssql + + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + sqlcmd -U sa -P "ReallyStrongPwd1234%^&*" -Q "CREATE DATABASE test_ci;" -o create_db_output.txt + + - script: | + pip install --requirement requirements-dev-base.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-cov pytest-azurepipelines + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + displayName: 'pytest' + + - stage: cli_integration + dependsOn: [scope_check, lint, usage_stats_integration, required, db_integration] + pool: + vmImage: 'ubuntu-latest' + + jobs: + - job: test_cli + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + + services: + postgres: postgres + + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + sudo apt-get install -y pandoc + pip install pypandoc + displayName: 'Install pandoc' + + - script: | + pip install --requirement requirements-dev-base.txt --requirement requirements-dev-spark.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-azurepipelines + pytest --aws-integration -v tests/cli + displayName: 'pytest' + + - stage: deploy_gallery + condition: and(succeeded(), or(eq(variables.isMain, true), eq(variables.isDevelop, true))) + pool: + vmImage: 'ubuntu-latest' + dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] + + jobs: + - job: build_gallery + variables: + python.version: '3.7' + GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' + GE_pytest_opts: '' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + sudo apt-get install -y pandoc + pip install pypandoc + displayName: 'Install pandoc' + + - script: | + pip install $(GE_pytest_pip_opts) + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - bash: python ./build_gallery.py + workingDirectory: $(Build.SourcesDirectory)/assets/scripts/ + displayName: 'Build Gallery' + + - task: S3Upload@1 + inputs: + regionName: 'us-east-2' + awsCredentials: 'aws-ci-great-expectations' + bucketName: 'superconductive-public' + sourceFolder: '$(Build.SourcesDirectory)/assets/scripts' + globExpressions: '*.json' + targetFolder: 'static/gallery/' + filesAcl: 'public-read' + + - bash: | + echo "About to trigger webhook: $GALLERY_BUILD_HOOK" + curl -X POST -d {} $GALLERY_BUILD_HOOK + displayName: 'Trigger gallery build' + env: + GALLERY_BUILD_HOOK: $(gallerywebhook) + + - stage: deploy + condition: and(succeeded(), eq(variables.isMain, true)) + pool: + vmImage: 'ubuntu-latest' + dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] + + jobs: + - job: deploy + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + pip install twine + pip install wheel + echo "Creating tag: $(cat ./great_expectations/deployment_version)" + git config --global user.email "team@greatexpectations.io" + git config --global user.name "Great Expectations" + git tag --annotate $(cat ./great_expectations/deployment_version) -m "$(cat ./great_expectations/deployment_version)" || echo "tag exists, skipping" + displayName: 'Add new version tag' + + # Build the python distribution from source + - script: | + python setup.py sdist + python setup.py bdist_wheel + displayName: 'Build distribution' + + - task: TwineAuthenticate@1 + inputs: + pythonUploadServiceConnection: pypi + + # Use command line script to 'twine upload', use -r to pass the repository name and --config-file to pass the environment variable set by the authenticate task. + - script: | + python -m twine upload -r great-expectations --config-file $(PYPIRC_PATH) dist/* + displayName: 'Upload' diff --git a/azure-pipelines.yml b/azure-pipelines.yml index be601a209d90..5be162989cc9 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -155,7 +155,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -229,7 +229,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -322,7 +322,7 @@ stages: - script: | pip install --requirement requirements.txt pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - job: mssql @@ -354,7 +354,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - stage: cli_integration From f74b682e3e8573b487a303f21c700a6fa5482551 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 7 Dec 2021 17:21:39 -0500 Subject: [PATCH 38/47] chore: Test change --- great_expectations/rule_based_profiler/rule/rule.py | 1 + 1 file changed, 1 insertion(+) diff --git a/great_expectations/rule_based_profiler/rule/rule.py b/great_expectations/rule_based_profiler/rule/rule.py index 1e6745d792dc..2b707f0bee54 100644 --- a/great_expectations/rule_based_profiler/rule/rule.py +++ b/great_expectations/rule_based_profiler/rule/rule.py @@ -1,3 +1,4 @@ +# This is a change! import copy from typing import Dict, List, Optional From 30d4b26b3ceed5ba49c55433349a05ea5f9dc1bc Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 7 Dec 2021 19:19:22 -0500 Subject: [PATCH 39/47] feat: Limit Azure YAML to 3.8 --- azure-pipelines-dependency-graph-testing.yml | 496 ------------------- azure-pipelines.yml | 58 +-- 2 files changed, 29 insertions(+), 525 deletions(-) delete mode 100644 azure-pipelines-dependency-graph-testing.yml diff --git a/azure-pipelines-dependency-graph-testing.yml b/azure-pipelines-dependency-graph-testing.yml deleted file mode 100644 index be601a209d90..000000000000 --- a/azure-pipelines-dependency-graph-testing.yml +++ /dev/null @@ -1,496 +0,0 @@ -trigger: - branches: - include: - - pre_pr-* - - develop - - main - -resources: - containers: - - container: postgres - image: postgres:11 - ports: - - 5432:5432 - env: - POSTGRES_DB: "test_ci" - POSTGRES_HOST_AUTH_METHOD: "trust" - - container: mysql - image: mysql:8.0.20 - ports: - - 3306:3306 - env: - MYSQL_ALLOW_EMPTY_PASSWORD: "yes" - MYSQL_DATABASE: test_ci - - container: mssql - image: mcr.microsoft.com/mssql/server:2019-latest - env: - ACCEPT_EULA: Y - MSSQL_SA_PASSWORD: ReallyStrongPwd1234%^&* - MSSQL_DB: test_ci - MSSQL_PID: Developer - ports: - - 1433:1433 - -variables: - isMain: $[eq(variables['Build.SourceBranch'], 'refs/heads/main')] - isDevelop: $[eq(variables['Build.SourceBranch'], 'refs/heads/develop')] - GE_USAGE_STATISTICS_URL: "https://qa.stats.greatexpectations.io/great_expectations/v1/usage_statistics" - -stages: - - stage: scope_check - pool: - vmImage: 'ubuntu-20.04' - jobs: - - job: changes - steps: - - task: ChangedFiles@1 - name: CheckChanges - inputs: - verbose: true - rules: | - [ContribChanged] - contrib/** - - [ExperimentalChanged] - contrib/experimental/** - - [DocsChanged] - docs/** - tests/integration/docusaurus/** - tests/integration/fixtures/** - tests/test_sets/** - - [GEChanged] - great_expectations/** - tests/** - /*.txt - /*.yml - - - stage: lint - dependsOn: scope_check - pool: - vmImage: 'ubuntu-latest' - - jobs: - - job: lint - condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: 3.7 - displayName: 'Use Python 3.7' - - - script: | - pip install isort[requirements]==5.4.2 flake8==3.8.3 black==21.8b0 pyupgrade==2.7.2 - EXIT_STATUS=0 - isort . --check-only --skip docs/ || EXIT_STATUS=$? - black --check --exclude docs/ . || EXIT_STATUS=$? - flake8 great_expectations/core || EXIT_STATUS=$? - pyupgrade --py3-plus || EXIT_STATUS=$? - exit $EXIT_STATUS - - - stage: required - dependsOn: [scope_check, lint] - pool: - vmImage: 'ubuntu-18.04' - - jobs: - - job: compatibility_matrix - condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) - variables: - GE_pytest_opts: '--no-sqlalchemy --no-spark' - strategy: - matrix: - Python36-Pandas023: - python.version: '3.6' - numpy.version: '1.14.1' - pandas.version: '0.23.4' - scipy.version: '0.19.0' - GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' - Python37-Pandas025: - python.version: '3.7' - numpy.version: '1.14.1' - pandas.version: '0.25.3' - # numpy 1.20 and pandas 0.25.3 do not coexist happily - scipy.version: '0.19.0' - GE_pytest_pip_opts: '"numpy<1.20" --requirement requirements-dev-base.txt --constraint constraints-dev.txt' - Python38-PandasLatest: - python.version: '3.8' - numpy.version: 'latest' - pandas.version: 'latest' - scipy.version: 'latest' - GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # --upgrade pip==20.2.4 - displayName: 'Update pip' - - - bash: pip install numpy - condition: eq(variables['scipy.version'], 'numpy') - displayName: 'Install numpy latest' - - - bash: pip install pandas - condition: eq(variables['pandas.version'], 'latest') - displayName: 'Install pandas latest' - - - bash: pip install scipy - condition: eq(variables['scipy.version'], 'latest') - displayName: 'Install scipy latest' - - - bash: pip install pandas==$(pandas.version) - condition: ne(variables['pandas.version'], 'latest') - displayName: 'Install pandas - $(pandas.version)' - - - script: | - pip install $(GE_pytest_pip_opts) - pip install --requirement requirements.txt - # Consider fragmenting *all* integration tests into separate folder and run - pip install . - displayName: 'Install dependencies' - - - script: | - pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics - displayName: 'pytest' - - - task: PublishTestResults@2 - condition: succeededOrFailed() - inputs: - testResultsFiles: '**/test-*.xml' - testRunTitle: 'Publish test results for Python $(python.version)' - - - task: PublishCodeCoverageResults@1 - inputs: - codeCoverageTool: Cobertura - summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml' - reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov' - - - job: comprehensive - condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) - - services: - postgres: postgres - - variables: - GE_pytest_opts: '' - - strategy: - matrix: - Python36: - python.version: '3.6' - pandas.version: 'latest' - GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' - Python37: - python.version: '3.7' - pandas.version: 'latest' - GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' - Python38: - python.version: '3.8' - pandas.version: 'latest' - GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' - Python39: - python.version: '3.9' - pandas.version: 'latest' - GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - sudo apt-get install -y pandoc - pip install pypandoc - displayName: 'Install pandoc' - - - bash: pip install pandas - condition: eq(variables['pandas.version'], 'latest') - displayName: 'Install pandas latest' - - - bash: pip install pandas==$(pandas.version) - condition: ne(variables['pandas.version'], 'latest') - displayName: 'Install pandas - $(pandas.version)' - - - script: | - pip install --requirement requirements.txt - echo "about to run pip install $(GE_pytest_pip_opts)" - pip install $(GE_pytest_pip_opts) - pip install . - displayName: 'Install dependencies' - - - script: | - pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics - displayName: 'pytest' - - - task: PublishTestResults@2 - condition: succeededOrFailed() - inputs: - testResultsFiles: '**/test-*.xml' - testRunTitle: 'Publish test results for Python $(python.version)' - - - task: PublishCodeCoverageResults@1 - inputs: - codeCoverageTool: Cobertura - summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml' - reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov' - - - stage: usage_stats_integration - dependsOn: [scope_check, lint] - pool: - vmImage: 'ubuntu-latest' - - jobs: - - job: test_usage_stats_messages - condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) - variables: - python.version: '3.8' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip==20.2.4 - displayName: 'Update pip' - - - script: | - pip install --requirement requirements-dev-base.txt - pip install --requirement requirements.txt - pip install . - displayName: 'Install dependencies' - - - script: | - pip install pytest pytest-azurepipelines - pytest --no-spark --no-sqlalchemy --aws-integration -v tests/integration/usage_statistics - displayName: 'pytest' - - - stage: db_integration - pool: - vmImage: 'ubuntu-latest' - - dependsOn: [scope_check, lint] - - jobs: - - job: mysql - condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) - - services: - mysql: mysql - - variables: - python.version: '3.8' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - printf 'Waiting for MySQL database to accept connections' - until mysql --host=localhost --protocol=TCP --port=3306 --user=root --password='' --execute "SHOW DATABASES"; do - printf '.' - sleep 1; - done; - displayName: Wait for database to initialise - - - script: | - echo "SET GLOBAL sql_mode=(SELECT REPLACE(@@sql_mode,'ONLY_FULL_GROUP_BY',''));" > mysql_setup_script.sql - mysql --host=localhost --protocol=TCP --port=3306 --user=root --password='' --reconnect < mysql_setup_script.sql - displayName: 'Configure mysql' - - - script: | - pip install --requirement requirements-dev-base.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt - pip install --requirement requirements.txt - pip install . - displayName: 'Install dependencies' - - - script: | - pip install --requirement requirements.txt - pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics - displayName: 'pytest' - - - job: mssql - condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) - - services: - mssql: mssql - - variables: - python.version: '3.8' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - sqlcmd -U sa -P "ReallyStrongPwd1234%^&*" -Q "CREATE DATABASE test_ci;" -o create_db_output.txt - - - script: | - pip install --requirement requirements-dev-base.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt - pip install --requirement requirements.txt - pip install . - displayName: 'Install dependencies' - - - script: | - pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics - displayName: 'pytest' - - - stage: cli_integration - dependsOn: [scope_check, lint, usage_stats_integration, required, db_integration] - pool: - vmImage: 'ubuntu-latest' - - jobs: - - job: test_cli - condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) - - services: - postgres: postgres - - variables: - python.version: '3.8' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - sudo apt-get install -y pandoc - pip install pypandoc - displayName: 'Install pandoc' - - - script: | - pip install --requirement requirements-dev-base.txt --requirement requirements-dev-spark.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt - pip install --requirement requirements.txt - pip install . - displayName: 'Install dependencies' - - - script: | - pip install pytest pytest-azurepipelines - pytest --aws-integration -v tests/cli - displayName: 'pytest' - - - stage: deploy_gallery - condition: and(succeeded(), or(eq(variables.isMain, true), eq(variables.isDevelop, true))) - pool: - vmImage: 'ubuntu-latest' - dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] - - jobs: - - job: build_gallery - variables: - python.version: '3.7' - GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' - GE_pytest_opts: '' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - sudo apt-get install -y pandoc - pip install pypandoc - displayName: 'Install pandoc' - - - script: | - pip install $(GE_pytest_pip_opts) - pip install --requirement requirements.txt - pip install . - displayName: 'Install dependencies' - - - bash: python ./build_gallery.py - workingDirectory: $(Build.SourcesDirectory)/assets/scripts/ - displayName: 'Build Gallery' - - - task: S3Upload@1 - inputs: - regionName: 'us-east-2' - awsCredentials: 'aws-ci-great-expectations' - bucketName: 'superconductive-public' - sourceFolder: '$(Build.SourcesDirectory)/assets/scripts' - globExpressions: '*.json' - targetFolder: 'static/gallery/' - filesAcl: 'public-read' - - - bash: | - echo "About to trigger webhook: $GALLERY_BUILD_HOOK" - curl -X POST -d {} $GALLERY_BUILD_HOOK - displayName: 'Trigger gallery build' - env: - GALLERY_BUILD_HOOK: $(gallerywebhook) - - - stage: deploy - condition: and(succeeded(), eq(variables.isMain, true)) - pool: - vmImage: 'ubuntu-latest' - dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] - - jobs: - - job: deploy - variables: - python.version: '3.8' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - pip install twine - pip install wheel - echo "Creating tag: $(cat ./great_expectations/deployment_version)" - git config --global user.email "team@greatexpectations.io" - git config --global user.name "Great Expectations" - git tag --annotate $(cat ./great_expectations/deployment_version) -m "$(cat ./great_expectations/deployment_version)" || echo "tag exists, skipping" - displayName: 'Add new version tag' - - # Build the python distribution from source - - script: | - python setup.py sdist - python setup.py bdist_wheel - displayName: 'Build distribution' - - - task: TwineAuthenticate@1 - inputs: - pythonUploadServiceConnection: pypi - - # Use command line script to 'twine upload', use -r to pass the repository name and --config-file to pass the environment variable set by the authenticate task. - - script: | - python -m twine upload -r great-expectations --config-file $(PYPIRC_PATH) dist/* - displayName: 'Upload' diff --git a/azure-pipelines.yml b/azure-pipelines.yml index 5be162989cc9..b7a6c70cab45 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -101,19 +101,19 @@ stages: GE_pytest_opts: '--no-sqlalchemy --no-spark' strategy: matrix: - Python36-Pandas023: - python.version: '3.6' - numpy.version: '1.14.1' - pandas.version: '0.23.4' - scipy.version: '0.19.0' - GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' - Python37-Pandas025: - python.version: '3.7' - numpy.version: '1.14.1' - pandas.version: '0.25.3' - # numpy 1.20 and pandas 0.25.3 do not coexist happily - scipy.version: '0.19.0' - GE_pytest_pip_opts: '"numpy<1.20" --requirement requirements-dev-base.txt --constraint constraints-dev.txt' + # Python36-Pandas023: + # python.version: '3.6' + # numpy.version: '1.14.1' + # pandas.version: '0.23.4' + # scipy.version: '0.19.0' + # GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' + # Python37-Pandas025: + # python.version: '3.7' + # numpy.version: '1.14.1' + # pandas.version: '0.25.3' + # # numpy 1.20 and pandas 0.25.3 do not coexist happily + # scipy.version: '0.19.0' + # GE_pytest_pip_opts: '"numpy<1.20" --requirement requirements-dev-base.txt --constraint constraints-dev.txt' Python38-PandasLatest: python.version: '3.8' numpy.version: 'latest' @@ -155,7 +155,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -181,22 +181,22 @@ stages: strategy: matrix: - Python36: - python.version: '3.6' - pandas.version: 'latest' - GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' - Python37: - python.version: '3.7' - pandas.version: 'latest' - GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + # Python36: + # python.version: '3.6' + # pandas.version: 'latest' + # GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + # Python37: + # python.version: '3.7' + # pandas.version: 'latest' + # GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' Python38: python.version: '3.8' pandas.version: 'latest' GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' - Python39: - python.version: '3.9' - pandas.version: 'latest' - GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' + # Python39: + # python.version: '3.9' + # pandas.version: 'latest' + # GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' steps: - task: UsePythonVersion@0 @@ -229,7 +229,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -322,7 +322,7 @@ stages: - script: | pip install --requirement requirements.txt pip install pytest pytest-cov pytest-azurepipelines - pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - job: mssql @@ -354,7 +354,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - stage: cli_integration From e71dcf902f673b1762fbb4c99aab47ab05850250 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 7 Dec 2021 19:34:44 -0500 Subject: [PATCH 40/47] feat: Clean up pipeline YAML --- azure-pipelines-dependency-graph-testing.yml | 502 +++++++++++++++++++ azure-pipelines.yml | 58 +-- 2 files changed, 531 insertions(+), 29 deletions(-) create mode 100644 azure-pipelines-dependency-graph-testing.yml diff --git a/azure-pipelines-dependency-graph-testing.yml b/azure-pipelines-dependency-graph-testing.yml new file mode 100644 index 000000000000..68e0c0d452a8 --- /dev/null +++ b/azure-pipelines-dependency-graph-testing.yml @@ -0,0 +1,502 @@ +# This pipeline is meant to run the GE test suite with an experimental test runner strategy. +# The significant changes between this YAML and the primary azure-pipelines.yml file is +# that this only tests Python 3.8 (for performance considerations) and utilizes a +# custom script to filter the test files selected and passed on to pytest. +trigger: + branches: + include: + - pre_pr-* + - develop + - main + +resources: + containers: + - container: postgres + image: postgres:11 + ports: + - 5432:5432 + env: + POSTGRES_DB: "test_ci" + POSTGRES_HOST_AUTH_METHOD: "trust" + - container: mysql + image: mysql:8.0.20 + ports: + - 3306:3306 + env: + MYSQL_ALLOW_EMPTY_PASSWORD: "yes" + MYSQL_DATABASE: test_ci + - container: mssql + image: mcr.microsoft.com/mssql/server:2019-latest + env: + ACCEPT_EULA: Y + MSSQL_SA_PASSWORD: ReallyStrongPwd1234%^&* + MSSQL_DB: test_ci + MSSQL_PID: Developer + ports: + - 1433:1433 + +variables: + isMain: $[eq(variables['Build.SourceBranch'], 'refs/heads/main')] + isDevelop: $[eq(variables['Build.SourceBranch'], 'refs/heads/develop')] + GE_USAGE_STATISTICS_URL: "https://qa.stats.greatexpectations.io/great_expectations/v1/usage_statistics" + +stages: + - stage: scope_check + pool: + vmImage: 'ubuntu-20.04' + jobs: + - job: changes + steps: + - task: ChangedFiles@1 + name: CheckChanges + inputs: + verbose: true + rules: | + [ContribChanged] + contrib/** + + [ExperimentalChanged] + contrib/experimental/** + + [DocsChanged] + docs/** + tests/integration/docusaurus/** + tests/integration/fixtures/** + tests/test_sets/** + + [GEChanged] + great_expectations/** + tests/** + /*.txt + /*.yml + + - stage: lint + dependsOn: scope_check + pool: + vmImage: 'ubuntu-latest' + + jobs: + - job: lint + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: 3.7 + displayName: 'Use Python 3.7' + + - script: | + pip install isort[requirements]==5.4.2 flake8==3.8.3 black==21.8b0 pyupgrade==2.7.2 + EXIT_STATUS=0 + isort . --check-only --skip docs/ || EXIT_STATUS=$? + black --check --exclude docs/ . || EXIT_STATUS=$? + flake8 great_expectations/core || EXIT_STATUS=$? + pyupgrade --py3-plus || EXIT_STATUS=$? + exit $EXIT_STATUS + + - stage: required + dependsOn: [scope_check, lint] + pool: + vmImage: 'ubuntu-18.04' + + jobs: + - job: compatibility_matrix + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + variables: + GE_pytest_opts: '--no-sqlalchemy --no-spark' + strategy: + matrix: + # NOTE(cdkini): Commenting out anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines + # Python36-Pandas023: + # python.version: '3.6' + # numpy.version: '1.14.1' + # pandas.version: '0.23.4' + # scipy.version: '0.19.0' + # GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' + # Python37-Pandas025: + # python.version: '3.7' + # numpy.version: '1.14.1' + # pandas.version: '0.25.3' + # # numpy 1.20 and pandas 0.25.3 do not coexist happily + # scipy.version: '0.19.0' + # GE_pytest_pip_opts: '"numpy<1.20" --requirement requirements-dev-base.txt --constraint constraints-dev.txt' + Python38-PandasLatest: + python.version: '3.8' + numpy.version: 'latest' + pandas.version: 'latest' + scipy.version: 'latest' + GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # --upgrade pip==20.2.4 + displayName: 'Update pip' + + - bash: pip install numpy + condition: eq(variables['scipy.version'], 'numpy') + displayName: 'Install numpy latest' + + - bash: pip install pandas + condition: eq(variables['pandas.version'], 'latest') + displayName: 'Install pandas latest' + + - bash: pip install scipy + condition: eq(variables['scipy.version'], 'latest') + displayName: 'Install scipy latest' + + - bash: pip install pandas==$(pandas.version) + condition: ne(variables['pandas.version'], 'latest') + displayName: 'Install pandas - $(pandas.version)' + + - script: | + pip install $(GE_pytest_pip_opts) + pip install --requirement requirements.txt + # Consider fragmenting *all* integration tests into separate folder and run + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-cov pytest-azurepipelines + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + displayName: 'pytest' + + - task: PublishTestResults@2 + condition: succeededOrFailed() + inputs: + testResultsFiles: '**/test-*.xml' + testRunTitle: 'Publish test results for Python $(python.version)' + + - task: PublishCodeCoverageResults@1 + inputs: + codeCoverageTool: Cobertura + summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml' + reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov' + + - job: comprehensive + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + + services: + postgres: postgres + + variables: + GE_pytest_opts: '' + + strategy: + matrix: + # NOTE(cdkini): Commenting out anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines + # Python36: + # python.version: '3.6' + # pandas.version: 'latest' + # GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + # Python37: + # python.version: '3.7' + # pandas.version: 'latest' + # GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + Python38: + python.version: '3.8' + pandas.version: 'latest' + GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' + # Python39: + # python.version: '3.9' + # pandas.version: 'latest' + # GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + sudo apt-get install -y pandoc + pip install pypandoc + displayName: 'Install pandoc' + + - bash: pip install pandas + condition: eq(variables['pandas.version'], 'latest') + displayName: 'Install pandas latest' + + - bash: pip install pandas==$(pandas.version) + condition: ne(variables['pandas.version'], 'latest') + displayName: 'Install pandas - $(pandas.version)' + + - script: | + pip install --requirement requirements.txt + echo "about to run pip install $(GE_pytest_pip_opts)" + pip install $(GE_pytest_pip_opts) + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-cov pytest-azurepipelines + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + displayName: 'pytest' + + - task: PublishTestResults@2 + condition: succeededOrFailed() + inputs: + testResultsFiles: '**/test-*.xml' + testRunTitle: 'Publish test results for Python $(python.version)' + + - task: PublishCodeCoverageResults@1 + inputs: + codeCoverageTool: Cobertura + summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml' + reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov' + + - stage: usage_stats_integration + dependsOn: [scope_check, lint] + pool: + vmImage: 'ubuntu-latest' + + jobs: + - job: test_usage_stats_messages + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip==20.2.4 + displayName: 'Update pip' + + - script: | + pip install --requirement requirements-dev-base.txt + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-azurepipelines + pytest --no-spark --no-sqlalchemy --aws-integration -v tests/integration/usage_statistics + displayName: 'pytest' + + - stage: db_integration + pool: + vmImage: 'ubuntu-latest' + + dependsOn: [scope_check, lint] + + jobs: + - job: mysql + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + + services: + mysql: mysql + + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + printf 'Waiting for MySQL database to accept connections' + until mysql --host=localhost --protocol=TCP --port=3306 --user=root --password='' --execute "SHOW DATABASES"; do + printf '.' + sleep 1; + done; + displayName: Wait for database to initialise + + - script: | + echo "SET GLOBAL sql_mode=(SELECT REPLACE(@@sql_mode,'ONLY_FULL_GROUP_BY',''));" > mysql_setup_script.sql + mysql --host=localhost --protocol=TCP --port=3306 --user=root --password='' --reconnect < mysql_setup_script.sql + displayName: 'Configure mysql' + + - script: | + pip install --requirement requirements-dev-base.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - script: | + pip install --requirement requirements.txt + pip install pytest pytest-cov pytest-azurepipelines + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + displayName: 'pytest' + + - job: mssql + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + + services: + mssql: mssql + + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + sqlcmd -U sa -P "ReallyStrongPwd1234%^&*" -Q "CREATE DATABASE test_ci;" -o create_db_output.txt + + - script: | + pip install --requirement requirements-dev-base.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-cov pytest-azurepipelines + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + displayName: 'pytest' + + - stage: cli_integration + dependsOn: [scope_check, lint, usage_stats_integration, required, db_integration] + pool: + vmImage: 'ubuntu-latest' + + jobs: + - job: test_cli + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + + services: + postgres: postgres + + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + sudo apt-get install -y pandoc + pip install pypandoc + displayName: 'Install pandoc' + + - script: | + pip install --requirement requirements-dev-base.txt --requirement requirements-dev-spark.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-azurepipelines + pytest --aws-integration -v tests/cli + displayName: 'pytest' + + - stage: deploy_gallery + condition: and(succeeded(), or(eq(variables.isMain, true), eq(variables.isDevelop, true))) + pool: + vmImage: 'ubuntu-latest' + dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] + + jobs: + - job: build_gallery + variables: + python.version: '3.7' + GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' + GE_pytest_opts: '' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + sudo apt-get install -y pandoc + pip install pypandoc + displayName: 'Install pandoc' + + - script: | + pip install $(GE_pytest_pip_opts) + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - bash: python ./build_gallery.py + workingDirectory: $(Build.SourcesDirectory)/assets/scripts/ + displayName: 'Build Gallery' + + - task: S3Upload@1 + inputs: + regionName: 'us-east-2' + awsCredentials: 'aws-ci-great-expectations' + bucketName: 'superconductive-public' + sourceFolder: '$(Build.SourcesDirectory)/assets/scripts' + globExpressions: '*.json' + targetFolder: 'static/gallery/' + filesAcl: 'public-read' + + - bash: | + echo "About to trigger webhook: $GALLERY_BUILD_HOOK" + curl -X POST -d {} $GALLERY_BUILD_HOOK + displayName: 'Trigger gallery build' + env: + GALLERY_BUILD_HOOK: $(gallerywebhook) + + - stage: deploy + condition: and(succeeded(), eq(variables.isMain, true)) + pool: + vmImage: 'ubuntu-latest' + dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] + + jobs: + - job: deploy + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + pip install twine + pip install wheel + echo "Creating tag: $(cat ./great_expectations/deployment_version)" + git config --global user.email "team@greatexpectations.io" + git config --global user.name "Great Expectations" + git tag --annotate $(cat ./great_expectations/deployment_version) -m "$(cat ./great_expectations/deployment_version)" || echo "tag exists, skipping" + displayName: 'Add new version tag' + + # Build the python distribution from source + - script: | + python setup.py sdist + python setup.py bdist_wheel + displayName: 'Build distribution' + + - task: TwineAuthenticate@1 + inputs: + pythonUploadServiceConnection: pypi + + # Use command line script to 'twine upload', use -r to pass the repository name and --config-file to pass the environment variable set by the authenticate task. + - script: | + python -m twine upload -r great-expectations --config-file $(PYPIRC_PATH) dist/* + displayName: 'Upload' diff --git a/azure-pipelines.yml b/azure-pipelines.yml index b7a6c70cab45..5be162989cc9 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -101,19 +101,19 @@ stages: GE_pytest_opts: '--no-sqlalchemy --no-spark' strategy: matrix: - # Python36-Pandas023: - # python.version: '3.6' - # numpy.version: '1.14.1' - # pandas.version: '0.23.4' - # scipy.version: '0.19.0' - # GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' - # Python37-Pandas025: - # python.version: '3.7' - # numpy.version: '1.14.1' - # pandas.version: '0.25.3' - # # numpy 1.20 and pandas 0.25.3 do not coexist happily - # scipy.version: '0.19.0' - # GE_pytest_pip_opts: '"numpy<1.20" --requirement requirements-dev-base.txt --constraint constraints-dev.txt' + Python36-Pandas023: + python.version: '3.6' + numpy.version: '1.14.1' + pandas.version: '0.23.4' + scipy.version: '0.19.0' + GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' + Python37-Pandas025: + python.version: '3.7' + numpy.version: '1.14.1' + pandas.version: '0.25.3' + # numpy 1.20 and pandas 0.25.3 do not coexist happily + scipy.version: '0.19.0' + GE_pytest_pip_opts: '"numpy<1.20" --requirement requirements-dev-base.txt --constraint constraints-dev.txt' Python38-PandasLatest: python.version: '3.8' numpy.version: 'latest' @@ -155,7 +155,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -181,22 +181,22 @@ stages: strategy: matrix: - # Python36: - # python.version: '3.6' - # pandas.version: 'latest' - # GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' - # Python37: - # python.version: '3.7' - # pandas.version: 'latest' - # GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + Python36: + python.version: '3.6' + pandas.version: 'latest' + GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + Python37: + python.version: '3.7' + pandas.version: 'latest' + GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' Python38: python.version: '3.8' pandas.version: 'latest' GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' - # Python39: - # python.version: '3.9' - # pandas.version: 'latest' - # GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' + Python39: + python.version: '3.9' + pandas.version: 'latest' + GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' steps: - task: UsePythonVersion@0 @@ -229,7 +229,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -322,7 +322,7 @@ stages: - script: | pip install --requirement requirements.txt pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - job: mssql @@ -354,7 +354,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - stage: cli_integration From 2215050cbbff5b972fc72d17af7e614d263f49b7 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 7 Dec 2021 19:35:36 -0500 Subject: [PATCH 41/47] chore: Restore test change --- great_expectations/rule_based_profiler/rule/rule.py | 1 - 1 file changed, 1 deletion(-) diff --git a/great_expectations/rule_based_profiler/rule/rule.py b/great_expectations/rule_based_profiler/rule/rule.py index 2b707f0bee54..1e6745d792dc 100644 --- a/great_expectations/rule_based_profiler/rule/rule.py +++ b/great_expectations/rule_based_profiler/rule/rule.py @@ -1,4 +1,3 @@ -# This is a change! import copy from typing import Dict, List, Optional From ab2b438abbe918ca7092d8a973463f22f7196c81 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Tue, 7 Dec 2021 19:43:29 -0500 Subject: [PATCH 42/47] feat: Misc changes --- azure-pipelines-dependency-graph-testing.yml | 1 + scripts/determine_tests_to_run.py | 14 +++++++------- 2 files changed, 8 insertions(+), 7 deletions(-) diff --git a/azure-pipelines-dependency-graph-testing.yml b/azure-pipelines-dependency-graph-testing.yml index 68e0c0d452a8..109881cf6aa6 100644 --- a/azure-pipelines-dependency-graph-testing.yml +++ b/azure-pipelines-dependency-graph-testing.yml @@ -160,6 +160,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines + # NOTE(cdkini): This should eventually be run just once and stored in an Azure variable python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' diff --git a/scripts/determine_tests_to_run.py b/scripts/determine_tests_to_run.py index 1c3f4ee7de26..4b03acafc218 100755 --- a/scripts/determine_tests_to_run.py +++ b/scripts/determine_tests_to_run.py @@ -3,16 +3,16 @@ Output: A list of '\n' delimited file paths that represent relevant test files to run (using `xargs`, we can feed in this list to `pytest` in our Azure config) -This script is used in our Azure pipeline (azure-pipelines.yml) to determine which test files to run in CI/CD. +This script is used in our Azure pipeline (azure-pipelines-dependency-graph-testing.yml) to determine which test files to run in CI/CD. Rather than test all tests each time, the test files that are selected are based on which source files have changed; the specific method in which this is done is explained in detail below. The script takes the following steps: - 1. Determine which files have changed in the last commit (when compared to `develop`) + 1. Determine which files have changed in the last commit (when compared to `origin/develop`) 2. For each changed file, find which files depend on it (i.e. "relevant source files") 3. For each relevant source file, determine the associated test files and run them. -By determining which files are related to which other files, we're able to create a directed, acyclic graph from our codebase. +By determining which files are related to which other files, we're able to create a directed graph from our codebase. Let's look at the following example: ``` @@ -20,7 +20,6 @@ from great_expectations.checkpoint import Checkpoint from great_expectations.core.batch import Batch ``` -The module `data_context` depends on `checkpoint` and `batch` so the following links are created in the dependency graph: `checkpoint` --> `data_context` `batch` --> `data_context` Now that we know that `data_context`, `checkpoint`, and `batch` are strongly coupled, we want our testing strategy to reflect that. @@ -139,7 +138,7 @@ def get_import_paths(imports: List[Import]) -> List[str]: def create_dependency_graph(directory: str) -> Dict[str, List[str]]: """ - Traverse a given directory, parse all imports, and create a DAG linking source files to dependencies. + Traverse a given directory, parse all imports, and create a directed graph linking source files to dependencies. The output dictionary has the following structure: * key: the dependency or import in the current file @@ -234,7 +233,7 @@ def determine_files_to_test( return sorted(res) -def get_user_args() -> int: +def _get_user_args() -> int: parser = argparse.ArgumentParser() parser.add_argument( "--depth", help="Maximum depth reached in graph traversal", required=True @@ -245,7 +244,7 @@ def get_user_args() -> int: def main(): - depth = get_user_args() + depth = _get_user_args() changed_source_files, changed_test_files = get_changed_files("origin/develop") ge_dependency_graph = create_dependency_graph("great_expectations") @@ -253,6 +252,7 @@ def main(): ge_dependency_graph, changed_source_files, depth=depth ) + # TODO(cdkini): Parsing of conftest.py will need to eventually be added to this step to raise accuracy tests_dependency_graph = create_dependency_graph("tests") files_to_test = determine_files_to_test( tests_dependency_graph, relevant_files, changed_test_files From 366eddcd7576a5d3abf265e6d8e9baab85d5f3d0 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 8 Dec 2021 08:27:56 -0500 Subject: [PATCH 43/47] feat: Further clean up pipeline YAML --- azure-pipelines-dependency-graph-testing.yml | 175 +------------------ 1 file changed, 7 insertions(+), 168 deletions(-) diff --git a/azure-pipelines-dependency-graph-testing.yml b/azure-pipelines-dependency-graph-testing.yml index 109881cf6aa6..e0608019268a 100644 --- a/azure-pipelines-dependency-graph-testing.yml +++ b/azure-pipelines-dependency-graph-testing.yml @@ -1,7 +1,9 @@ # This pipeline is meant to run the GE test suite with an experimental test runner strategy. -# The significant changes between this YAML and the primary azure-pipelines.yml file is -# that this only tests Python 3.8 (for performance considerations) and utilizes a -# custom script to filter the test files selected and passed on to pytest. +# The significant changes between this YAML and the primary azure-pipelines.yml file are: +# - This only tests Python 3.8 (for performance considerations) +# - Removes stages irrelevant to this strategy (i.e. CLI integration) +# - Utilizes a custom script to filter the test files selected and passed on to pytest + trigger: branches: include: @@ -105,20 +107,7 @@ stages: GE_pytest_opts: '--no-sqlalchemy --no-spark' strategy: matrix: - # NOTE(cdkini): Commenting out anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines - # Python36-Pandas023: - # python.version: '3.6' - # numpy.version: '1.14.1' - # pandas.version: '0.23.4' - # scipy.version: '0.19.0' - # GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' - # Python37-Pandas025: - # python.version: '3.7' - # numpy.version: '1.14.1' - # pandas.version: '0.25.3' - # # numpy 1.20 and pandas 0.25.3 do not coexist happily - # scipy.version: '0.19.0' - # GE_pytest_pip_opts: '"numpy<1.20" --requirement requirements-dev-base.txt --constraint constraints-dev.txt' + # NOTE(cdkini): Deleted anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines Python38-PandasLatest: python.version: '3.8' numpy.version: 'latest' @@ -187,23 +176,11 @@ stages: strategy: matrix: - # NOTE(cdkini): Commenting out anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines - # Python36: - # python.version: '3.6' - # pandas.version: 'latest' - # GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' - # Python37: - # python.version: '3.7' - # pandas.version: 'latest' - # GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + # NOTE(cdkini): Deleted anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines Python38: python.version: '3.8' pandas.version: 'latest' GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' - # Python39: - # python.version: '3.9' - # pandas.version: 'latest' - # GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' steps: - task: UsePythonVersion@0 @@ -363,141 +340,3 @@ stages: pip install pytest pytest-cov pytest-azurepipelines python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - - - stage: cli_integration - dependsOn: [scope_check, lint, usage_stats_integration, required, db_integration] - pool: - vmImage: 'ubuntu-latest' - - jobs: - - job: test_cli - condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) - - services: - postgres: postgres - - variables: - python.version: '3.8' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - sudo apt-get install -y pandoc - pip install pypandoc - displayName: 'Install pandoc' - - - script: | - pip install --requirement requirements-dev-base.txt --requirement requirements-dev-spark.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt - pip install --requirement requirements.txt - pip install . - displayName: 'Install dependencies' - - - script: | - pip install pytest pytest-azurepipelines - pytest --aws-integration -v tests/cli - displayName: 'pytest' - - - stage: deploy_gallery - condition: and(succeeded(), or(eq(variables.isMain, true), eq(variables.isDevelop, true))) - pool: - vmImage: 'ubuntu-latest' - dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] - - jobs: - - job: build_gallery - variables: - python.version: '3.7' - GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' - GE_pytest_opts: '' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - sudo apt-get install -y pandoc - pip install pypandoc - displayName: 'Install pandoc' - - - script: | - pip install $(GE_pytest_pip_opts) - pip install --requirement requirements.txt - pip install . - displayName: 'Install dependencies' - - - bash: python ./build_gallery.py - workingDirectory: $(Build.SourcesDirectory)/assets/scripts/ - displayName: 'Build Gallery' - - - task: S3Upload@1 - inputs: - regionName: 'us-east-2' - awsCredentials: 'aws-ci-great-expectations' - bucketName: 'superconductive-public' - sourceFolder: '$(Build.SourcesDirectory)/assets/scripts' - globExpressions: '*.json' - targetFolder: 'static/gallery/' - filesAcl: 'public-read' - - - bash: | - echo "About to trigger webhook: $GALLERY_BUILD_HOOK" - curl -X POST -d {} $GALLERY_BUILD_HOOK - displayName: 'Trigger gallery build' - env: - GALLERY_BUILD_HOOK: $(gallerywebhook) - - - stage: deploy - condition: and(succeeded(), eq(variables.isMain, true)) - pool: - vmImage: 'ubuntu-latest' - dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] - - jobs: - - job: deploy - variables: - python.version: '3.8' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - pip install twine - pip install wheel - echo "Creating tag: $(cat ./great_expectations/deployment_version)" - git config --global user.email "team@greatexpectations.io" - git config --global user.name "Great Expectations" - git tag --annotate $(cat ./great_expectations/deployment_version) -m "$(cat ./great_expectations/deployment_version)" || echo "tag exists, skipping" - displayName: 'Add new version tag' - - # Build the python distribution from source - - script: | - python setup.py sdist - python setup.py bdist_wheel - displayName: 'Build distribution' - - - task: TwineAuthenticate@1 - inputs: - pythonUploadServiceConnection: pypi - - # Use command line script to 'twine upload', use -r to pass the repository name and --config-file to pass the environment variable set by the authenticate task. - - script: | - python -m twine upload -r great-expectations --config-file $(PYPIRC_PATH) dist/* - displayName: 'Upload' From b07eed5de246e47dfaeeb11e57c9735f2ccddacd Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 8 Dec 2021 08:40:02 -0500 Subject: [PATCH 44/47] test: See what final pipeline looks like --- azure-pipelines-dependency-graph-testing.yml | 31 --- azure-pipelines.yml | 211 ++---------------- .../rule_based_profiler/profiler.py | 1 + 3 files changed, 14 insertions(+), 229 deletions(-) diff --git a/azure-pipelines-dependency-graph-testing.yml b/azure-pipelines-dependency-graph-testing.yml index e0608019268a..0f19c70a21df 100644 --- a/azure-pipelines-dependency-graph-testing.yml +++ b/azure-pipelines-dependency-graph-testing.yml @@ -228,37 +228,6 @@ stages: summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml' reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov' - - stage: usage_stats_integration - dependsOn: [scope_check, lint] - pool: - vmImage: 'ubuntu-latest' - - jobs: - - job: test_usage_stats_messages - condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) - variables: - python.version: '3.8' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip==20.2.4 - displayName: 'Update pip' - - - script: | - pip install --requirement requirements-dev-base.txt - pip install --requirement requirements.txt - pip install . - displayName: 'Install dependencies' - - - script: | - pip install pytest pytest-azurepipelines - pytest --no-spark --no-sqlalchemy --aws-integration -v tests/integration/usage_statistics - displayName: 'pytest' - - stage: db_integration pool: vmImage: 'ubuntu-latest' diff --git a/azure-pipelines.yml b/azure-pipelines.yml index 5be162989cc9..0f19c70a21df 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -1,3 +1,9 @@ +# This pipeline is meant to run the GE test suite with an experimental test runner strategy. +# The significant changes between this YAML and the primary azure-pipelines.yml file are: +# - This only tests Python 3.8 (for performance considerations) +# - Removes stages irrelevant to this strategy (i.e. CLI integration) +# - Utilizes a custom script to filter the test files selected and passed on to pytest + trigger: branches: include: @@ -101,19 +107,7 @@ stages: GE_pytest_opts: '--no-sqlalchemy --no-spark' strategy: matrix: - Python36-Pandas023: - python.version: '3.6' - numpy.version: '1.14.1' - pandas.version: '0.23.4' - scipy.version: '0.19.0' - GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' - Python37-Pandas025: - python.version: '3.7' - numpy.version: '1.14.1' - pandas.version: '0.25.3' - # numpy 1.20 and pandas 0.25.3 do not coexist happily - scipy.version: '0.19.0' - GE_pytest_pip_opts: '"numpy<1.20" --requirement requirements-dev-base.txt --constraint constraints-dev.txt' + # NOTE(cdkini): Deleted anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines Python38-PandasLatest: python.version: '3.8' numpy.version: 'latest' @@ -155,7 +149,8 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + # NOTE(cdkini): This should eventually be run just once and stored in an Azure variable + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -181,22 +176,11 @@ stages: strategy: matrix: - Python36: - python.version: '3.6' - pandas.version: 'latest' - GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' - Python37: - python.version: '3.7' - pandas.version: 'latest' - GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + # NOTE(cdkini): Deleted anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines Python38: python.version: '3.8' pandas.version: 'latest' GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' - Python39: - python.version: '3.9' - pandas.version: 'latest' - GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' steps: - task: UsePythonVersion@0 @@ -229,7 +213,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -244,37 +228,6 @@ stages: summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml' reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov' - - stage: usage_stats_integration - dependsOn: [scope_check, lint] - pool: - vmImage: 'ubuntu-latest' - - jobs: - - job: test_usage_stats_messages - condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) - variables: - python.version: '3.8' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip==20.2.4 - displayName: 'Update pip' - - - script: | - pip install --requirement requirements-dev-base.txt - pip install --requirement requirements.txt - pip install . - displayName: 'Install dependencies' - - - script: | - pip install pytest pytest-azurepipelines - pytest --no-spark --no-sqlalchemy --aws-integration -v tests/integration/usage_statistics - displayName: 'pytest' - - stage: db_integration pool: vmImage: 'ubuntu-latest' @@ -322,7 +275,7 @@ stages: - script: | pip install --requirement requirements.txt pip install pytest pytest-cov pytest-azurepipelines - pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - job: mssql @@ -354,143 +307,5 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - - - stage: cli_integration - dependsOn: [scope_check, lint, usage_stats_integration, required, db_integration] - pool: - vmImage: 'ubuntu-latest' - - jobs: - - job: test_cli - condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) - - services: - postgres: postgres - - variables: - python.version: '3.8' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - sudo apt-get install -y pandoc - pip install pypandoc - displayName: 'Install pandoc' - - - script: | - pip install --requirement requirements-dev-base.txt --requirement requirements-dev-spark.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt - pip install --requirement requirements.txt - pip install . - displayName: 'Install dependencies' - - - script: | - pip install pytest pytest-azurepipelines - pytest --aws-integration -v tests/cli - displayName: 'pytest' - - - stage: deploy_gallery - condition: and(succeeded(), or(eq(variables.isMain, true), eq(variables.isDevelop, true))) - pool: - vmImage: 'ubuntu-latest' - dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] - - jobs: - - job: build_gallery - variables: - python.version: '3.7' - GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' - GE_pytest_opts: '' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - sudo apt-get install -y pandoc - pip install pypandoc - displayName: 'Install pandoc' - - - script: | - pip install $(GE_pytest_pip_opts) - pip install --requirement requirements.txt - pip install . - displayName: 'Install dependencies' - - - bash: python ./build_gallery.py - workingDirectory: $(Build.SourcesDirectory)/assets/scripts/ - displayName: 'Build Gallery' - - - task: S3Upload@1 - inputs: - regionName: 'us-east-2' - awsCredentials: 'aws-ci-great-expectations' - bucketName: 'superconductive-public' - sourceFolder: '$(Build.SourcesDirectory)/assets/scripts' - globExpressions: '*.json' - targetFolder: 'static/gallery/' - filesAcl: 'public-read' - - - bash: | - echo "About to trigger webhook: $GALLERY_BUILD_HOOK" - curl -X POST -d {} $GALLERY_BUILD_HOOK - displayName: 'Trigger gallery build' - env: - GALLERY_BUILD_HOOK: $(gallerywebhook) - - - stage: deploy - condition: and(succeeded(), eq(variables.isMain, true)) - pool: - vmImage: 'ubuntu-latest' - dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] - - jobs: - - job: deploy - variables: - python.version: '3.8' - - steps: - - task: UsePythonVersion@0 - inputs: - versionSpec: '$(python.version)' - displayName: 'Use Python $(python.version)' - - - bash: python -m pip install --upgrade pip # pip==20.2.4 - displayName: 'Update pip' - - - script: | - pip install twine - pip install wheel - echo "Creating tag: $(cat ./great_expectations/deployment_version)" - git config --global user.email "team@greatexpectations.io" - git config --global user.name "Great Expectations" - git tag --annotate $(cat ./great_expectations/deployment_version) -m "$(cat ./great_expectations/deployment_version)" || echo "tag exists, skipping" - displayName: 'Add new version tag' - - # Build the python distribution from source - - script: | - python setup.py sdist - python setup.py bdist_wheel - displayName: 'Build distribution' - - - task: TwineAuthenticate@1 - inputs: - pythonUploadServiceConnection: pypi - - # Use command line script to 'twine upload', use -r to pass the repository name and --config-file to pass the environment variable set by the authenticate task. - - script: | - python -m twine upload -r great-expectations --config-file $(PYPIRC_PATH) dist/* - displayName: 'Upload' diff --git a/great_expectations/rule_based_profiler/profiler.py b/great_expectations/rule_based_profiler/profiler.py index 936eed0627dd..ce94aa8c33e8 100644 --- a/great_expectations/rule_based_profiler/profiler.py +++ b/great_expectations/rule_based_profiler/profiler.py @@ -1,3 +1,4 @@ +# Test change import uuid from typing import Any, Dict, List, Optional From cf48f35bb669647587afe3a44a789e28ff8eafe8 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 8 Dec 2021 08:41:39 -0500 Subject: [PATCH 45/47] chore: Revert test changes --- azure-pipelines.yml | 211 ++++++++++++++++-- .../rule_based_profiler/profiler.py | 1 - 2 files changed, 198 insertions(+), 14 deletions(-) diff --git a/azure-pipelines.yml b/azure-pipelines.yml index 0f19c70a21df..5be162989cc9 100644 --- a/azure-pipelines.yml +++ b/azure-pipelines.yml @@ -1,9 +1,3 @@ -# This pipeline is meant to run the GE test suite with an experimental test runner strategy. -# The significant changes between this YAML and the primary azure-pipelines.yml file are: -# - This only tests Python 3.8 (for performance considerations) -# - Removes stages irrelevant to this strategy (i.e. CLI integration) -# - Utilizes a custom script to filter the test files selected and passed on to pytest - trigger: branches: include: @@ -107,7 +101,19 @@ stages: GE_pytest_opts: '--no-sqlalchemy --no-spark' strategy: matrix: - # NOTE(cdkini): Deleted anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines + Python36-Pandas023: + python.version: '3.6' + numpy.version: '1.14.1' + pandas.version: '0.23.4' + scipy.version: '0.19.0' + GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' + Python37-Pandas025: + python.version: '3.7' + numpy.version: '1.14.1' + pandas.version: '0.25.3' + # numpy 1.20 and pandas 0.25.3 do not coexist happily + scipy.version: '0.19.0' + GE_pytest_pip_opts: '"numpy<1.20" --requirement requirements-dev-base.txt --constraint constraints-dev.txt' Python38-PandasLatest: python.version: '3.8' numpy.version: 'latest' @@ -149,8 +155,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - # NOTE(cdkini): This should eventually be run just once and stored in an Azure variable - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -176,11 +181,22 @@ stages: strategy: matrix: - # NOTE(cdkini): Deleted anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines + Python36: + python.version: '3.6' + pandas.version: 'latest' + GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + Python37: + python.version: '3.7' + pandas.version: 'latest' + GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' Python38: python.version: '3.8' pandas.version: 'latest' GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' + Python39: + python.version: '3.9' + pandas.version: 'latest' + GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' steps: - task: UsePythonVersion@0 @@ -213,7 +229,7 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - task: PublishTestResults@2 @@ -228,6 +244,37 @@ stages: summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml' reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov' + - stage: usage_stats_integration + dependsOn: [scope_check, lint] + pool: + vmImage: 'ubuntu-latest' + + jobs: + - job: test_usage_stats_messages + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip==20.2.4 + displayName: 'Update pip' + + - script: | + pip install --requirement requirements-dev-base.txt + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-azurepipelines + pytest --no-spark --no-sqlalchemy --aws-integration -v tests/integration/usage_statistics + displayName: 'pytest' + - stage: db_integration pool: vmImage: 'ubuntu-latest' @@ -275,7 +322,7 @@ stages: - script: | pip install --requirement requirements.txt pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' - job: mssql @@ -307,5 +354,143 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - python scripts/determine_tests_to_run.py --depth 3 | xargs pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics + pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' + + - stage: cli_integration + dependsOn: [scope_check, lint, usage_stats_integration, required, db_integration] + pool: + vmImage: 'ubuntu-latest' + + jobs: + - job: test_cli + condition: or(eq(stageDependencies.scope_check.changes.outputs['CheckChanges.GEChanged'], true), eq(variables.isMain, true)) + + services: + postgres: postgres + + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + sudo apt-get install -y pandoc + pip install pypandoc + displayName: 'Install pandoc' + + - script: | + pip install --requirement requirements-dev-base.txt --requirement requirements-dev-spark.txt --requirement requirements-dev-sqlalchemy.txt --constraint constraints-dev.txt + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - script: | + pip install pytest pytest-azurepipelines + pytest --aws-integration -v tests/cli + displayName: 'pytest' + + - stage: deploy_gallery + condition: and(succeeded(), or(eq(variables.isMain, true), eq(variables.isDevelop, true))) + pool: + vmImage: 'ubuntu-latest' + dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] + + jobs: + - job: build_gallery + variables: + python.version: '3.7' + GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' + GE_pytest_opts: '' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + sudo apt-get install -y pandoc + pip install pypandoc + displayName: 'Install pandoc' + + - script: | + pip install $(GE_pytest_pip_opts) + pip install --requirement requirements.txt + pip install . + displayName: 'Install dependencies' + + - bash: python ./build_gallery.py + workingDirectory: $(Build.SourcesDirectory)/assets/scripts/ + displayName: 'Build Gallery' + + - task: S3Upload@1 + inputs: + regionName: 'us-east-2' + awsCredentials: 'aws-ci-great-expectations' + bucketName: 'superconductive-public' + sourceFolder: '$(Build.SourcesDirectory)/assets/scripts' + globExpressions: '*.json' + targetFolder: 'static/gallery/' + filesAcl: 'public-read' + + - bash: | + echo "About to trigger webhook: $GALLERY_BUILD_HOOK" + curl -X POST -d {} $GALLERY_BUILD_HOOK + displayName: 'Trigger gallery build' + env: + GALLERY_BUILD_HOOK: $(gallerywebhook) + + - stage: deploy + condition: and(succeeded(), eq(variables.isMain, true)) + pool: + vmImage: 'ubuntu-latest' + dependsOn: [required, lint, db_integration, usage_stats_integration, cli_integration] + + jobs: + - job: deploy + variables: + python.version: '3.8' + + steps: + - task: UsePythonVersion@0 + inputs: + versionSpec: '$(python.version)' + displayName: 'Use Python $(python.version)' + + - bash: python -m pip install --upgrade pip # pip==20.2.4 + displayName: 'Update pip' + + - script: | + pip install twine + pip install wheel + echo "Creating tag: $(cat ./great_expectations/deployment_version)" + git config --global user.email "team@greatexpectations.io" + git config --global user.name "Great Expectations" + git tag --annotate $(cat ./great_expectations/deployment_version) -m "$(cat ./great_expectations/deployment_version)" || echo "tag exists, skipping" + displayName: 'Add new version tag' + + # Build the python distribution from source + - script: | + python setup.py sdist + python setup.py bdist_wheel + displayName: 'Build distribution' + + - task: TwineAuthenticate@1 + inputs: + pythonUploadServiceConnection: pypi + + # Use command line script to 'twine upload', use -r to pass the repository name and --config-file to pass the environment variable set by the authenticate task. + - script: | + python -m twine upload -r great-expectations --config-file $(PYPIRC_PATH) dist/* + displayName: 'Upload' diff --git a/great_expectations/rule_based_profiler/profiler.py b/great_expectations/rule_based_profiler/profiler.py index ce94aa8c33e8..936eed0627dd 100644 --- a/great_expectations/rule_based_profiler/profiler.py +++ b/great_expectations/rule_based_profiler/profiler.py @@ -1,4 +1,3 @@ -# Test change import uuid from typing import Any, Dict, List, Optional From a82a4f78f5f9a4a0c85679a8b4552148688d0195 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 8 Dec 2021 08:46:38 -0500 Subject: [PATCH 46/47] chore: Add back remainder of matrices --- azure-pipelines-dependency-graph-testing.yml | 32 +++++++++++++++++--- 1 file changed, 27 insertions(+), 5 deletions(-) diff --git a/azure-pipelines-dependency-graph-testing.yml b/azure-pipelines-dependency-graph-testing.yml index 0f19c70a21df..34ca7cd01cfe 100644 --- a/azure-pipelines-dependency-graph-testing.yml +++ b/azure-pipelines-dependency-graph-testing.yml @@ -1,7 +1,7 @@ # This pipeline is meant to run the GE test suite with an experimental test runner strategy. # The significant changes between this YAML and the primary azure-pipelines.yml file are: -# - This only tests Python 3.8 (for performance considerations) -# - Removes stages irrelevant to this strategy (i.e. CLI integration) +# - Only tests compatability and comprehensive matrices +# - Removes stages irrelevant to this strategy (i.e. CLI integration and usage stats) # - Utilizes a custom script to filter the test files selected and passed on to pytest trigger: @@ -107,7 +107,19 @@ stages: GE_pytest_opts: '--no-sqlalchemy --no-spark' strategy: matrix: - # NOTE(cdkini): Deleted anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines + Python36-Pandas023: + python.version: '3.6' + numpy.version: '1.14.1' + pandas.version: '0.23.4' + scipy.version: '0.19.0' + GE_pytest_pip_opts: '--requirement requirements-dev-base.txt --constraint constraints-dev.txt' + Python37-Pandas025: + python.version: '3.7' + numpy.version: '1.14.1' + pandas.version: '0.25.3' + # numpy 1.20 and pandas 0.25.3 do not coexist happily + scipy.version: '0.19.0' + GE_pytest_pip_opts: '"numpy<1.20" --requirement requirements-dev-base.txt --constraint constraints-dev.txt' Python38-PandasLatest: python.version: '3.8' numpy.version: 'latest' @@ -149,7 +161,6 @@ stages: - script: | pip install pytest pytest-cov pytest-azurepipelines - # NOTE(cdkini): This should eventually be run just once and stored in an Azure variable python scripts/determine_tests_to_run.py --depth 3 | xargs pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html --ignore=tests/cli --ignore=tests/integration/usage_statistics displayName: 'pytest' @@ -176,11 +187,22 @@ stages: strategy: matrix: - # NOTE(cdkini): Deleted anything that isn't 3.8 to ensure this pipeline doesn't slow down our primary pipelines + Python36: + python.version: '3.6' + pandas.version: 'latest' + GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' + Python37: + python.version: '3.7' + pandas.version: 'latest' + GE_pytest_pip_opts: '"pyspark<3.0.0" --requirement requirements-dev.txt --constraint constraints-dev.txt' Python38: python.version: '3.8' pandas.version: 'latest' GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' + Python39: + python.version: '3.9' + pandas.version: 'latest' + GE_pytest_pip_opts: '--requirement requirements-dev.txt --constraint constraints-dev.txt' steps: - task: UsePythonVersion@0 From 300d1c9afbf13efa6e47ecd9a923ad8faa114656 Mon Sep 17 00:00:00 2001 From: Chetan Kini Date: Wed, 8 Dec 2021 10:48:16 -0500 Subject: [PATCH 47/47] fix: Fix edge case paths --- scripts/determine_tests_to_run.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/determine_tests_to_run.py b/scripts/determine_tests_to_run.py index 4b03acafc218..db7fa5d08d21 100755 --- a/scripts/determine_tests_to_run.py +++ b/scripts/determine_tests_to_run.py @@ -117,10 +117,10 @@ def get_import_paths(imports: List[Import]) -> List[str]: name = imp.name[0] # `from great_expectations import DataContext` if name == "DataContext": - path = "great_expectations/data_context/data_context.py" + path = "great_expectations/data_context/data_context" # `from great_expectations import exceptions as ge_exceptions` elif name == "exceptions": - path = "great_expectations/exceptions/exceptions.py" + path = "great_expectations/exceptions/exceptions" else: continue else: