From 690337cf5308505d80d650f1d5e12ef8c3f82c63 Mon Sep 17 00:00:00 2001 From: Raffi Khatchadourian Date: Fri, 8 Nov 2024 17:36:50 -0500 Subject: [PATCH] Big upstream sync (#217) Sorry for the large sync up. I'll try to summarize the changes as best as I can: - Start a `CODEOWNERS` file (please modify if desired). - Add dependabot build schedule. - Move Black out of spotless and into the build (much faster; spotless support for Black is not working well). - Various formatting fixes as a result of expanding spotless to XML files and others. - Make other metadata consistent with "recent" change to Java upgrade. - `PYTHONPATH` module fixes (e.g., https://github.com/wala/ML/issues/209). - Workaround https://github.com/wala/ML/issues/195. - Enhance TF2 tests: fail if we don't have a node for a function under test (was passing before). Because the ML tests are still on Jython 2 and modules aren't supported there, we have a bunch of tests to consider. - Initialization script enhancements (e.g., https://github.com/wala/ML/issues/202). - Add `reshape()` parsing (this causes a need for a workaround after exposing a bug). - Some dependency version upgrades. - Various entry point additions, e.g., `abseil`, `click`. - Add missing initialization files (`__init__.py`). --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- .github/CODEOWNERS | 1 + .github/dependabot.yml | 15 + .github/workflows/continuous-integration.yml | 2 + .pydevproject | 7 +- .travis.yml | 1 + LICENSE | 4 +- .../.pydevproject | 7 +- .../META-INF/MANIFEST.MF | 2 +- .../wala/cast/python/parser/PythonParser.java | 4 +- .../.pydevproject | 7 +- .../META-INF/MANIFEST.MF | 2 +- com.ibm.wala.cast.python.jython3/build.gradle | 4 +- .../python/parser/PythonModuleParser.java | 27 +- .../wala/cast/python/parser/PythonParser.java | 15 +- ...rg.eclipse.wst.jsdt.ui.superType.container | 2 +- .../org.eclipse.wst.jsdt.ui.superType.name | 2 +- .../WebContent/META-INF/MANIFEST.MF | 5 +- .../WebContent/index.html | 3 +- .../TestTensorflow2Model.testModule3.launch | 4 +- .../python/ml/test/TestMNISTExamples.java | 17 +- .../ml/test/TestNeuroImageExamples.java | 8 +- .../python/ml/test/TestTensorflow2Model.java | 953 ++++++++++++++++-- .../data/tensorflow.xml | 22 +- com.ibm.wala.cast.python.ml/pom.xml | 2 +- .../ml/client/PythonTensorAnalysisEngine.java | 6 +- com.ibm.wala.cast.python.test/.gitignore | 1 + .../org.eclipse.core.resources.prefs | 2 + .../META-INF/MANIFEST.MF | 2 +- com.ibm.wala.cast.python.test/build.gradle | 1 - .../data/abseil_calls.py | 12 + .../data/click_calls.py | 40 + com.ibm.wala.cast.python.test/data/client.py | 6 + com.ibm.wala.cast.python.test/data/client2.py | 6 + .../data/decorated_function_test.py | 11 + 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7 - .../wala/cast/python/loader/PythonLoader.java | 4 +- .../com/ibm/wala/cast/python/types/Util.java | 29 +- .../com/ibm/wala/cast/python/util/Util.java | 148 ++- pom.xml | 67 +- requirements.txt | 2 +- 220 files changed, 2585 insertions(+), 459 deletions(-) create mode 100644 .github/CODEOWNERS create mode 100644 .github/dependabot.yml create mode 100644 com.ibm.wala.cast.python.test/data/abseil_calls.py create mode 100644 com.ibm.wala.cast.python.test/data/click_calls.py create mode 100644 com.ibm.wala.cast.python.test/data/client.py create mode 100644 com.ibm.wala.cast.python.test/data/client2.py create mode 100644 com.ibm.wala.cast.python.test/data/decorated_function_test.py create mode 100644 com.ibm.wala.cast.python.test/data/module.py create mode 100644 com.ibm.wala.cast.python.test/data/proj48/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj48/src/test_module10.py create mode 100644 com.ibm.wala.cast.python.test/data/proj48/src/tf2_test_module9a.py create mode 100644 com.ibm.wala.cast.python.test/data/proj48/src/tf2_test_module9b.py create mode 100644 com.ibm.wala.cast.python.test/data/proj49/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj49/src/test_module10.py create mode 100644 com.ibm.wala.cast.python.test/data/proj49/src/tf2_test_module9a.py create mode 100644 com.ibm.wala.cast.python.test/data/proj49/src/tf2_test_module9b.py create mode 100644 com.ibm.wala.cast.python.test/data/proj50/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj50/src/test_module11.py create mode 100644 com.ibm.wala.cast.python.test/data/proj50/src/tf2_test_module10a.py create mode 100644 com.ibm.wala.cast.python.test/data/proj50/src/tf2_test_module10b.py create mode 100644 com.ibm.wala.cast.python.test/data/proj51/client.py create mode 100644 com.ibm.wala.cast.python.test/data/proj51/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj51/src/module.py create mode 100644 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com.ibm.wala.cast.python.test/data/proj61/client.py create mode 100644 com.ibm.wala.cast.python.test/data/proj61/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj61/src/module.py create mode 100644 com.ibm.wala.cast.python.test/data/proj62/A.py create mode 100644 com.ibm.wala.cast.python.test/data/proj62/src/B.py create mode 100644 com.ibm.wala.cast.python.test/data/proj62/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj63/client.py create mode 100644 com.ibm.wala.cast.python.test/data/proj63/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj63/src/module.py create mode 100644 com.ibm.wala.cast.python.test/data/proj64/client.py create mode 100644 com.ibm.wala.cast.python.test/data/proj64/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj64/src/module.py create mode 100644 com.ibm.wala.cast.python.test/data/proj65/client.py create mode 100644 com.ibm.wala.cast.python.test/data/proj65/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj65/src/module.py create mode 100644 com.ibm.wala.cast.python.test/data/proj67/client.py create mode 100644 com.ibm.wala.cast.python.test/data/proj67/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj67/src/module.py create mode 100644 com.ibm.wala.cast.python.test/data/proj68/client.py create mode 100644 com.ibm.wala.cast.python.test/data/proj68/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj68/src/module.py create mode 100644 com.ibm.wala.cast.python.test/data/proj69/client.py create mode 100644 com.ibm.wala.cast.python.test/data/proj69/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj69/src/module.py create mode 100644 com.ibm.wala.cast.python.test/data/proj70/client.py create mode 100644 com.ibm.wala.cast.python.test/data/proj70/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj70/src/module.py create mode 100644 com.ibm.wala.cast.python.test/data/proj71/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj71/src/client.py create mode 100644 com.ibm.wala.cast.python.test/data/proj71/src/module.py create mode 100644 com.ibm.wala.cast.python.test/data/proj72/src/__init__.py create mode 100644 com.ibm.wala.cast.python.test/data/proj72/src/client.py create mode 100644 com.ibm.wala.cast.python.test/data/proj72/src/module.py create mode 100644 com.ibm.wala.cast.python.test/data/test_decorated_functions.py create mode 100644 com.ibm.wala.cast.python.test/data/test_decorated_functions2.py create mode 100644 com.ibm.wala.cast.python.test/data/test_decorated_functions3.py create mode 100644 com.ibm.wala.cast.python.test/data/test_decorated_functions4.py create mode 100644 com.ibm.wala.cast.python.test/data/tf2_test_reshape.py create mode 100644 com.ibm.wala.cast.python.test/data/tf2_test_reshape2.py create mode 100644 com.ibm.wala.cast.python.test/data/tf2_test_reshape3.py create mode 100644 com.ibm.wala.cast.python/data/abseil.xml create mode 100644 com.ibm.wala.cast.python/data/click.xml diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS new file mode 100644 index 000000000..b4f8d54bb --- /dev/null +++ b/.github/CODEOWNERS @@ -0,0 +1 @@ +* @khatchad diff --git a/.github/dependabot.yml b/.github/dependabot.yml new file mode 100644 index 000000000..4c81d1b3b --- /dev/null +++ b/.github/dependabot.yml @@ -0,0 +1,15 @@ +# To get started with Dependabot version updates, you'll need to specify which +# package ecosystems to update and where the package manifests are located. +# Please see the documentation for all configuration options: +# https://docs.github.com/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file + +version: 2 +updates: + - package-ecosystem: "maven" # See documentation for possible values + directory: "/" # Location of package manifests + schedule: + interval: "weekly" + - package-ecosystem: "pip" + directory: "/" + schedule: + interval: "weekly" diff --git a/.github/workflows/continuous-integration.yml b/.github/workflows/continuous-integration.yml index 729d285ef..4f6994048 100644 --- a/.github/workflows/continuous-integration.yml +++ b/.github/workflows/continuous-integration.yml @@ -28,6 +28,8 @@ jobs: run: pip install -r requirements.txt - name: Check formatting with spotless. run: mvn spotless:check -B + - name: Check formatting with Black. + run: black --fast --check . - name: Checkout wala/IDE sources. run: git clone --depth=1 https://github.com/wala/IDE ${{ runner.temp }}/IDE - name: Checkout ponder-lab/jython3 sources. diff --git a/.pydevproject b/.pydevproject index 2b045655f..67cab1ccc 100644 --- a/.pydevproject +++ b/.pydevproject @@ -1,5 +1,6 @@ - - Default - python interpreter + + + Default + python interpreter diff --git a/.travis.yml b/.travis.yml index 8dd11cbf5..3b12af8a4 100644 --- a/.travis.yml +++ b/.travis.yml @@ -5,6 +5,7 @@ jdk: openjdk17 before_install: - pip install -r requirements.txt - mvn spotless:check -B + - black --fast --check . - git clone --depth=50 https://github.com/wala/IDE /tmp/IDE - git clone https://github.com/ponder-lab/jython3.git /tmp/jython3 install: diff --git a/LICENSE b/LICENSE index d3087e4c5..e48e09634 100644 --- a/LICENSE +++ b/LICENSE @@ -261,8 +261,8 @@ No third-party beneficiary rights are created under this Agreement. Exhibit A - Form of Secondary Licenses Notice -"This Source Code may also be made available under the following -Secondary Licenses when the conditions for such availability set forth +"This Source Code may also be made available under the following +Secondary Licenses when the conditions for such availability set forth in the Eclipse Public License, v. 2.0 are satisfied: {name license(s), version(s), and exceptions or additional permissions here}." diff --git a/com.ibm.wala.cast.python.jython.test/.pydevproject b/com.ibm.wala.cast.python.jython.test/.pydevproject index 2b045655f..67cab1ccc 100644 --- a/com.ibm.wala.cast.python.jython.test/.pydevproject +++ b/com.ibm.wala.cast.python.jython.test/.pydevproject @@ -1,5 +1,6 @@ - - Default - python interpreter + + + Default + python interpreter diff --git a/com.ibm.wala.cast.python.jython.test/META-INF/MANIFEST.MF b/com.ibm.wala.cast.python.jython.test/META-INF/MANIFEST.MF index 6e85a6dd2..bdae8ff88 100644 --- a/com.ibm.wala.cast.python.jython.test/META-INF/MANIFEST.MF +++ b/com.ibm.wala.cast.python.jython.test/META-INF/MANIFEST.MF @@ -5,7 +5,7 @@ Bundle-SymbolicName: com.ibm.wala.cast.python.test Bundle-Version: 1.0.0.qualifier Export-Package: com.ibm.wala.cast.python.jython.test Bundle-Vendor: IBM -Bundle-RequiredExecutionEnvironment: JavaSE-1.8 +Bundle-RequiredExecutionEnvironment: JavaSE-17 Require-Bundle: com.ibm.wala.cast.python;bundle-version="0.0.1", org.junit;bundle-version="4.12.0" Automatic-Module-Name: com.ibm.wala.cast.python.test diff --git a/com.ibm.wala.cast.python.jython/source/com/ibm/wala/cast/python/parser/PythonParser.java b/com.ibm.wala.cast.python.jython/source/com/ibm/wala/cast/python/parser/PythonParser.java index 568659641..021bc2954 100644 --- a/com.ibm.wala.cast.python.jython/source/com/ibm/wala/cast/python/parser/PythonParser.java +++ b/com.ibm.wala.cast.python.jython/source/com/ibm/wala/cast/python/parser/PythonParser.java @@ -10,6 +10,8 @@ *****************************************************************************/ package com.ibm.wala.cast.python.parser; +import static com.ibm.wala.cast.python.util.Util.removeFileProtocolFromPath; + import com.ibm.wala.cast.ir.translator.AbstractClassEntity; import com.ibm.wala.cast.ir.translator.AbstractCodeEntity; import com.ibm.wala.cast.ir.translator.AbstractFieldEntity; @@ -1933,7 +1935,7 @@ public String getSignature() { for (File pathEntry : pythonPath) { String pathEntryAbsolutePath = pathEntry.getAbsoluteFile().getPath(); // Remove protocol. - pathEntryAbsolutePath = pathEntryAbsolutePath.replaceFirst("file:.*!/", ""); + pathEntryAbsolutePath = removeFileProtocolFromPath(pathEntryAbsolutePath); String fileAbsolutePath = file.getAbsolutePath(); diff --git a/com.ibm.wala.cast.python.jython3.test/.pydevproject b/com.ibm.wala.cast.python.jython3.test/.pydevproject index 2b045655f..67cab1ccc 100644 --- a/com.ibm.wala.cast.python.jython3.test/.pydevproject +++ b/com.ibm.wala.cast.python.jython3.test/.pydevproject @@ -1,5 +1,6 @@ - - Default - python interpreter + + + Default + python interpreter diff --git a/com.ibm.wala.cast.python.jython3.test/META-INF/MANIFEST.MF b/com.ibm.wala.cast.python.jython3.test/META-INF/MANIFEST.MF index 1103f3323..f6d0fe319 100644 --- a/com.ibm.wala.cast.python.jython3.test/META-INF/MANIFEST.MF +++ b/com.ibm.wala.cast.python.jython3.test/META-INF/MANIFEST.MF @@ -5,7 +5,7 @@ Bundle-SymbolicName: com.ibm.wala.cast.python.test Bundle-Version: 1.0.0.qualifier Export-Package: com.ibm.wala.cast.python.jython3.test Bundle-Vendor: IBM -Bundle-RequiredExecutionEnvironment: JavaSE-1.8 +Bundle-RequiredExecutionEnvironment: JavaSE-17 Require-Bundle: com.ibm.wala.cast.python;bundle-version="0.0.1", org.junit;bundle-version="4.12.0" Automatic-Module-Name: com.ibm.wala.cast.python.test diff --git a/com.ibm.wala.cast.python.jython3/build.gradle b/com.ibm.wala.cast.python.jython3/build.gradle index e9086d81b..f411bd195 100644 --- a/com.ibm.wala.cast.python.jython3/build.gradle +++ b/com.ibm.wala.cast.python.jython3/build.gradle @@ -25,7 +25,7 @@ publishing { } } } - + repositories { mavenLocal() mavenCentral() @@ -45,4 +45,4 @@ dependencies { 'commons-cli:commons-cli:1.3.1', 'org.antlr:antlr-runtime:3.4', 'org.eclipse.lsp4j:org.eclipse.lsp4j:0.5.0') -} \ No newline at end of file +} diff --git a/com.ibm.wala.cast.python.jython3/source/com/ibm/wala/cast/python/parser/PythonModuleParser.java b/com.ibm.wala.cast.python.jython3/source/com/ibm/wala/cast/python/parser/PythonModuleParser.java index 3715b3756..d0a4455e6 100644 --- a/com.ibm.wala.cast.python.jython3/source/com/ibm/wala/cast/python/parser/PythonModuleParser.java +++ b/com.ibm.wala.cast.python.jython3/source/com/ibm/wala/cast/python/parser/PythonModuleParser.java @@ -10,8 +10,8 @@ *****************************************************************************/ package com.ibm.wala.cast.python.parser; -import static com.google.common.io.Files.getNameWithoutExtension; -import static com.ibm.wala.cast.python.ir.PythonLanguage.MODULE_INITIALIZATION_FILENAME; +import static com.ibm.wala.cast.python.util.Util.MODULE_INITIALIZATION_ENTITY_NAME; +import static com.ibm.wala.cast.python.util.Util.PYTHON_FILE_EXTENSION; import com.ibm.wala.cast.python.ir.PythonCAstToIRTranslator; import com.ibm.wala.cast.python.util.Util; @@ -52,10 +52,6 @@ public class PythonModuleParser extends PythonParser { private static final Logger LOGGER = Logger.getLogger(PythonModuleParser.class.getName()); - /** Name of the Python initialization file without the extension. */ - private static final String MODULE_INITIALIZATION_ENTITY_NAME = - getNameWithoutExtension(MODULE_INITIALIZATION_FILENAME); - private final Set localModules = HashSetFactory.make(); private final SourceModule fileName; @@ -105,7 +101,7 @@ public CAstNode visitImport(Import imp) throws Exception { * * @param importNames The names to import. * @param moduleName The name of the containing module. - * @return Sn import {@link CAstNode} with the given {@link List} of {@link alias}s as import + * @return An import {@link CAstNode} with the given {@link List} of {@link alias}s as import * names within the given module. */ private CAstNode createImportNode(List importNames, String moduleName) { @@ -119,7 +115,7 @@ private CAstNode createImportNode(List importNames, String moduleName) { * @param importNames The names to import. * @param moduleName The name of the containing module. * @param useInitializationFile Whether to use the `__init__.py` file. - * @return Sn import {@link CAstNode} with the given {@link List} of {@link alias}s as import + * @return An import {@link CAstNode} with the given {@link List} of {@link alias}s as import * names within the given module. */ private CAstNode createImportNode( @@ -161,6 +157,7 @@ public CAstNode visitImportFrom(ImportFrom importFrom) throws Exception { if (moduleName.startsWith(".")) { LOGGER.info("Found relative import: " + moduleName); moduleName = this.resolveRelativeImport(moduleName); + LOGGER.fine("Resolved relative import: " + moduleName); } if (!isLocalModule(moduleName)) moduleName += "/" + MODULE_INITIALIZATION_ENTITY_NAME; @@ -192,6 +189,7 @@ private String adjustModuleName(String moduleName, boolean useInitializationFile for (File pathEntry : pythonPath) { Path modulePath = getPath(localModule); + LOGGER.finer("Found path: " + modulePath); if (modulePath.startsWith(pathEntry.toPath())) { // Found it. @@ -216,7 +214,8 @@ private String adjustModuleName(String moduleName, boolean useInitializationFile /** * Given a relative import, e.g., ".", "..", ".P", "..P", where "P" represents a package, - * subpackage, or module, returns the corresponding actual package, subpackage, or module name + * subpackage, or module, returns the corresponding actual package, subpackage, or module + * name. * * @param importName The relative package, subpackage, or module to resolve. * @return The actual corresponding package, subpackage, or module name. @@ -244,17 +243,17 @@ private String resolveRelativeImport(String importName) { return subpath.toString(); } - private int getNumberOfBeginningDots(String string) { - int numBeginningDots = 0; + private static int getNumberOfBeginningDots(String string) { + int ret = 0; for (int i = 0; i < string.length(); i++) { char character = string.charAt(i); - if (character == '.') ++numBeginningDots; + if (character == '.') ++ret; else break; } - return numBeginningDots; + return ret; } }; } @@ -376,7 +375,7 @@ private Optional getLocalModule(String moduleName) { // executed. If the module is found here, the search stops. String scriptName = scriptName(); String scriptDirectory = scriptName.substring(0, scriptName.lastIndexOf('/') + 1); - String moduleFileName = moduleName + ".py"; + String moduleFileName = moduleName + "." + PYTHON_FILE_EXTENSION; String modulePath = scriptDirectory + moduleFileName; SourceModule module = pathToLocalModule.get(modulePath); diff --git a/com.ibm.wala.cast.python.jython3/source/com/ibm/wala/cast/python/parser/PythonParser.java b/com.ibm.wala.cast.python.jython3/source/com/ibm/wala/cast/python/parser/PythonParser.java index 58cab5e7d..1bf83d9ed 100644 --- a/com.ibm.wala.cast.python.jython3/source/com/ibm/wala/cast/python/parser/PythonParser.java +++ b/com.ibm.wala.cast.python.jython3/source/com/ibm/wala/cast/python/parser/PythonParser.java @@ -13,7 +13,8 @@ import static com.ibm.wala.cast.python.util.Util.CLASS_METHOD_ANNOTATION_NAME; import static com.ibm.wala.cast.python.util.Util.DYNAMIC_ANNOTATION_KEY; import static com.ibm.wala.cast.python.util.Util.STATIC_METHOD_ANNOTATION_NAME; -import static com.ibm.wala.cast.python.util.Util.getNameStream; +import static com.ibm.wala.cast.python.util.Util.getNames; +import static com.ibm.wala.cast.python.util.Util.removeFileProtocolFromPath; import static java.util.logging.Logger.getLogger; import com.ibm.wala.cast.ir.translator.AbstractClassEntity; @@ -24,6 +25,7 @@ import com.ibm.wala.cast.python.ir.PythonCAstToIRTranslator; import com.ibm.wala.cast.python.loader.DynamicAnnotatableEntity; import com.ibm.wala.cast.python.types.PythonTypes; +import com.ibm.wala.cast.python.util.Util; import com.ibm.wala.cast.tree.CAst; import com.ibm.wala.cast.tree.CAstAnnotation; import com.ibm.wala.cast.tree.CAstEntity; @@ -61,6 +63,7 @@ import java.util.LinkedList; import java.util.Map; import java.util.function.Supplier; +import java.util.logging.Level; import java.util.logging.Logger; import org.python.antlr.PythonTree; import org.python.antlr.ast.Assert; @@ -1190,10 +1193,13 @@ public String toString() { }; annotations.add(cAstAnnotation); + + if (LOGGER.isLoggable(Level.INFO)) + Util.getName(cAstAnnotation).ifPresent(n -> LOGGER.info("Found decorator: " + n)); } boolean staticMethod = - getNameStream(annotations).anyMatch(s -> s.equals(STATIC_METHOD_ANNOTATION_NAME)); + getNames(annotations).stream().anyMatch(s -> s.equals(STATIC_METHOD_ANNOTATION_NAME)); CAstType functionType; boolean isMethod = @@ -1270,7 +1276,8 @@ public CAstNode getAST() { if (function instanceof FunctionDef) { boolean classMethod = - getNameStream(annotations).anyMatch(s -> s.equals(CLASS_METHOD_ANNOTATION_NAME)); + getNames(annotations).stream() + .anyMatch(s -> s.equals(CLASS_METHOD_ANNOTATION_NAME)); // Only add object metadata for non-static and non-class methods. if (isMethod && !staticMethod && !classMethod) { @@ -2423,7 +2430,7 @@ public String getSignature() { for (File pathEntry : pythonPath) { String pathEntryAbsolutePath = pathEntry.getAbsoluteFile().getPath(); // Remove protocol. - pathEntryAbsolutePath = pathEntryAbsolutePath.replaceFirst("file:.*!/", ""); + pathEntryAbsolutePath = removeFileProtocolFromPath(pathEntryAbsolutePath); String fileAbsolutePath = file.getAbsolutePath(); diff --git a/com.ibm.wala.cast.python.ml.j2ee/.settings/org.eclipse.wst.jsdt.ui.superType.container b/com.ibm.wala.cast.python.ml.j2ee/.settings/org.eclipse.wst.jsdt.ui.superType.container index 3bd5d0a48..3dece165f 100644 --- a/com.ibm.wala.cast.python.ml.j2ee/.settings/org.eclipse.wst.jsdt.ui.superType.container +++ b/com.ibm.wala.cast.python.ml.j2ee/.settings/org.eclipse.wst.jsdt.ui.superType.container @@ -1 +1 @@ -org.eclipse.wst.jsdt.launching.baseBrowserLibrary \ No newline at end of file +org.eclipse.wst.jsdt.launching.baseBrowserLibrary diff --git a/com.ibm.wala.cast.python.ml.j2ee/.settings/org.eclipse.wst.jsdt.ui.superType.name b/com.ibm.wala.cast.python.ml.j2ee/.settings/org.eclipse.wst.jsdt.ui.superType.name index 05bd71b6e..a935d2ffb 100644 --- a/com.ibm.wala.cast.python.ml.j2ee/.settings/org.eclipse.wst.jsdt.ui.superType.name +++ b/com.ibm.wala.cast.python.ml.j2ee/.settings/org.eclipse.wst.jsdt.ui.superType.name @@ -1 +1 @@ -Window \ No newline at end of file +Window diff --git a/com.ibm.wala.cast.python.ml.j2ee/WebContent/META-INF/MANIFEST.MF b/com.ibm.wala.cast.python.ml.j2ee/WebContent/META-INF/MANIFEST.MF index 5e9495128..65b9fe16a 100644 --- a/com.ibm.wala.cast.python.ml.j2ee/WebContent/META-INF/MANIFEST.MF +++ b/com.ibm.wala.cast.python.ml.j2ee/WebContent/META-INF/MANIFEST.MF @@ -1,3 +1,2 @@ -Manifest-Version: 1.0 -Class-Path: - +Manifest-Version: 1.0 +Class-Path: diff --git a/com.ibm.wala.cast.python.ml.j2ee/WebContent/index.html b/com.ibm.wala.cast.python.ml.j2ee/WebContent/index.html index aee417381..49a4bcc27 100644 --- a/com.ibm.wala.cast.python.ml.j2ee/WebContent/index.html +++ b/com.ibm.wala.cast.python.ml.j2ee/WebContent/index.html @@ -36,7 +36,7 @@ function wsOpen(message){ echoText.value += "Connected ... \n"; } - + function wsSendMessage() { webSocket.send(message.value); echoText.value += "Message sended to the server : " + message.value + "\n"; @@ -63,4 +63,3 @@ - diff --git a/com.ibm.wala.cast.python.ml.test/TestTensorflow2Model.testModule3.launch b/com.ibm.wala.cast.python.ml.test/TestTensorflow2Model.testModule3.launch index cfce65080..3885e77a8 100644 --- a/com.ibm.wala.cast.python.ml.test/TestTensorflow2Model.testModule3.launch +++ b/com.ibm.wala.cast.python.ml.test/TestTensorflow2Model.testModule3.launch @@ -16,9 +16,9 @@ - + - + diff --git a/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestMNISTExamples.java b/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestMNISTExamples.java index eb80eb3fe..a9094a86b 100644 --- a/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestMNISTExamples.java +++ b/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestMNISTExamples.java @@ -27,6 +27,7 @@ import com.ibm.wala.util.collections.HashSetFactory; import java.io.IOException; import java.util.Set; +import org.junit.Ignore; import org.junit.Test; public class TestMNISTExamples extends TestPythonMLCallGraphShape { @@ -54,11 +55,21 @@ public void testEx1Tensors() throws IllegalArgumentException, CancelException, I checkTensorOps( Ex1URL, (PropagationCallGraphBuilder cgBuilder, CallGraph CG, TensorTypeAnalysis result) -> { + CAstCallGraphUtil.AVOID_DUMP.set(false); + CAstCallGraphUtil.dumpCG( + (SSAContextInterpreter) cgBuilder.getContextInterpreter(), + cgBuilder.getPointerAnalysis(), + CG); + String in = "[{[D:Symbolic,n, D:Compound,[D:Constant,28, D:Constant,28]] of pixel}]"; + + @SuppressWarnings("unused") String out = "[{[D:Symbolic,?, D:Constant,28, D:Constant,28, D:Constant,1] of pixel}]"; - checkTensorOp(cgBuilder, CG, result, "reshape", in, out); - in = "[{[D:Symbolic,?, D:Constant,28, D:Constant,28, D:Constant,1] of pixel}]"; + // No change due to the workaround of https://github.com/wala/ML/issues/195. + checkTensorOp(cgBuilder, CG, result, "reshape", in, in); + + // No change due to the workaround of https://github.com/wala/ML/issues/195. checkTensorOp(cgBuilder, CG, result, "conv2d", in, null); }); } @@ -73,6 +84,7 @@ public void testEx2CG() } @Test + @Ignore("Workaround https://github.com/wala/ML/issues/195") public void testEx2Tensors() throws IllegalArgumentException, CancelException, IOException { checkTensorOps( Ex2URL, @@ -196,6 +208,7 @@ public void testEx4CG() "https://raw.githubusercontent.com/tensorflow/tensorflow/r1.12/tensorflow/examples/tutorials/mnist/mnist_with_summaries.py"; @Test + @Ignore("Workaround https://github.com/wala/ML/issues/195") public void testEx5CG() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { checkTensorOps( diff --git a/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestNeuroImageExamples.java b/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestNeuroImageExamples.java index 68ca667f4..f030202e9 100644 --- a/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestNeuroImageExamples.java +++ b/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestNeuroImageExamples.java @@ -22,10 +22,14 @@ public void testEx1CG() (PropagationCallGraphBuilder cgBuilder, CallGraph CG, TensorTypeAnalysis result) -> { String in = "[{[D:Constant,64000] of pixel}]"; String out = "[{[D:Constant,40, D:Constant,40, D:Constant,40, D:Constant,1] of pixel}]"; - checkTensorOp(cgBuilder, CG, result, "reshape", in, out); + // NOTE: Change last two arguments to `in`, `out` once + // https://github.com/wala/ML/issues/42 is fixed. + checkTensorOp(cgBuilder, CG, result, "reshape", null, null); in = "[{[D:Constant,40, D:Constant,40, D:Constant,40, D:Constant,1] of pixel}]"; - checkTensorOp(cgBuilder, CG, result, "conv3d", in, null); + // NOTE: Change next to last argument to `in` once https://github.com/wala/ML/issues/42 is + // fixed. + checkTensorOp(cgBuilder, CG, result, "conv3d", null, null); }); } diff --git a/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestTensorflow2Model.java b/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestTensorflow2Model.java index a4ae9ba40..0ab1cb151 100644 --- a/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestTensorflow2Model.java +++ b/com.ibm.wala.cast.python.ml.test/source/com/ibm/wala/cast/python/ml/test/TestTensorflow2Model.java @@ -38,6 +38,7 @@ import java.util.logging.Level; import java.util.logging.Logger; import java.util.stream.Collectors; +import java.util.stream.Stream; import org.junit.Test; /** Test TF2 APIs. */ @@ -1143,6 +1144,7 @@ public void testDataset37() @Test public void testTensorboardExample() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + // Change to 0, 4 once https://github.com/wala/ML/issues/147 is fixed. test("tensorboard_example.py", "summarize_weights", 0, 12); } @@ -1584,8 +1586,14 @@ public void testModule() 2); } - /** This test needs a PYTHONPATH that points to `proj`. */ - @Test + /** + * This test needs a PYTHONPATH that points to `proj`. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testModule2() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -1616,8 +1624,14 @@ public void testModule2() expectedTensorParameterValueNumbers); } - /** This test should not need a PYTHONPATH. */ - @Test + /** + * This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testModule3() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -1651,8 +1665,12 @@ public void testModule3() /** * This test should not need a PYTHONPATH, meaning that I don't need to set one in the console * when I run the files. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule4() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -1713,8 +1731,14 @@ public void testModule5() 3); } - /** This test needs a PYTHONPATH that points to `proj4`. */ - @Test + /** + * This test needs a PYTHONPATH that points to `proj4`. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testModule6() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -1745,8 +1769,14 @@ public void testModule6() expectedTensorParameterValueNumbers); } - /** This test should not need a PYTHONPATH. */ - @Test + /** + * This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testModule7() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -1780,8 +1810,12 @@ public void testModule7() /** * This test should not need a PYTHONPATH, meaning that I don't need to set one in the console * when I run the files. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule8() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -1855,8 +1889,14 @@ public void testModule10() 3); } - /** This test needs a PYTHONPATH that points to `proj7`. */ - @Test + /** + * This test needs a PYTHONPATH that points to `proj7`. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testModule11() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { @@ -1891,8 +1931,14 @@ public void testModule11() expectedTensorParameterValueNumbers); } - /** This test should not need a PYTHONPATH. */ - @Test + /** + * This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testModule12() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -1926,8 +1972,14 @@ public void testModule12() expectedTensorParameterValueNumbers); } - /** This test should not need a PYTHONPATH. */ - @Test + /** + * This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testModule13() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -1965,8 +2017,12 @@ public void testModule13() * Test for https://github.com/wala/ML/issues/177. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule14() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -1999,8 +2055,12 @@ public void testModule14() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule15() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2029,8 +2089,14 @@ public void testModule15() expectedTensorParameterValueNumbers); } - /** This test should not need a PYTHONPATH. */ - @Test + /** + * This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testModule16() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2064,8 +2130,12 @@ public void testModule16() * https://docs.python.org/3/tutorial/modules.html#packages. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule17() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2102,8 +2172,12 @@ public void testModule17() * different packages. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule18() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2157,8 +2231,12 @@ public void testModule18() * Test for https://github.com/wala/ML/issues/177. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule19() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2193,8 +2271,12 @@ public void testModule19() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule20() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2227,8 +2309,12 @@ public void testModule20() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule21() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2274,8 +2360,12 @@ public void testModule22() * Test for https://github.com/wala/ML/issues/177. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule23() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2361,8 +2451,12 @@ public void testModule26() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule27() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2416,8 +2510,12 @@ public void testModule27() * Test for https://github.com/wala/ML/issues/177. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule28() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2450,8 +2548,12 @@ public void testModule28() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule29() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2484,8 +2586,12 @@ public void testModule29() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule30() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2518,8 +2624,12 @@ public void testModule30() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule31() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2554,8 +2664,12 @@ public void testModule31() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule32() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2588,8 +2702,12 @@ public void testModule32() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule33() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2624,8 +2742,12 @@ public void testModule33() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule34() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2660,8 +2782,12 @@ public void testModule34() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule35() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2694,8 +2820,12 @@ public void testModule35() * Test for https://github.com/wala/ML/issues/178. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule36() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2728,8 +2858,12 @@ public void testModule36() * Test relative imports. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule37() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2761,8 +2895,12 @@ public void testModule37() * Test relative imports. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule38() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2795,8 +2933,12 @@ public void testModule38() * Test relative imports. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule39() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2829,8 +2971,12 @@ public void testModule39() * Test relative imports. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule40() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2863,8 +3009,12 @@ public void testModule40() * Test relative imports. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule41() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2904,8 +3054,12 @@ public void testModule41() * Test relative imports. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule42() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2945,8 +3099,12 @@ public void testModule42() * Test relative imports. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule43() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -2986,8 +3144,12 @@ public void testModule43() * Test relative imports. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule44() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3027,8 +3189,12 @@ public void testModule44() * Test relative imports using wildcards. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule45() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3061,8 +3227,12 @@ public void testModule45() * Test relative imports using wildcards. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule46() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3095,8 +3265,12 @@ public void testModule46() * Test relative imports using wildcards. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule47() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3129,8 +3303,12 @@ public void testModule47() * Test relative imports using wildcards. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule48() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3163,8 +3341,12 @@ public void testModule48() * Test relative imports using wildcards. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule49() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3204,8 +3386,12 @@ public void testModule49() * Test relative imports using wildcards. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule50() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3245,8 +3431,12 @@ public void testModule50() * Test relative imports using wildcards. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule51() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3286,8 +3476,12 @@ public void testModule51() * Test relative imports using wildcards. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule52() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3327,8 +3521,12 @@ public void testModule52() * Test relative imports. * *

This test should not need a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. */ - @Test + @Test(expected = AssertionError.class) public void testModule53() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3384,8 +3582,470 @@ public void testModule53() expectedTensorParameterValueNumbers); } - /** Test https://github.com/wala/ML/issues/209. */ + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule54() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj51/src/__init__.py", "proj51/src/module.py", "proj51/client.py"}, + "src/module.py", + "f", + "proj51", + 1, + 1, + new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule55() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj52/src/__init__.py", "proj52/src/module.py", "proj52/client.py"}, + "src/module.py", + "f", + "proj52", + 1, + 1, + new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule56() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj53/src/__init__.py", "proj53/src/module.py", "proj53/client.py"}, + "src/module.py", + "C.f", + "proj53", + 1, + 1, + new int[] {3}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule57() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj54/src/__init__.py", "proj54/src/module.py", "proj54/client.py"}, + "src/module.py", + "C.f", + "proj54", + 1, + 1, + new int[] {3}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule58() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj55/src/__init__.py", "proj55/src/B.py", "proj55/A.py"}, + "src/B.py", + "C.f", + "proj55", + 1, + 1, + new int[] {3}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule59() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj51/client.py", "proj51/src/__init__.py", "proj51/src/module.py"}, + "src/module.py", + "f", + "proj51", + 1, + 1, + new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule60() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj52/client.py", "proj52/src/__init__.py", "proj52/src/module.py"}, + "src/module.py", + "f", + "proj52", + 1, + 1, + new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule61() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj56/src/__init__.py", "proj56/src/B.py", "proj56/A.py"}, + "src/B.py", + "C.f", + "proj56", + 1, + 1, + new int[] {3}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule62() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj57/src/__init__.py", "proj57/src/B.py", "proj57/A.py"}, + "src/B.py", + "C.f", + "proj57", + 1, + 1, + new int[] {3}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule63() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj58/src/__init__.py", "proj58/src/B.py", "proj58/A.py"}, + "src/B.py", + "C.__call__", + "proj58", + 1, + 1, + new int[] {3}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule64() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj59/src/__init__.py", "proj59/src/B.py", "proj59/A.py"}, + "src/B.py", + "C.__call__", + "proj59", + 1, + 1, + new int[] {3}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule65() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj60/src/__init__.py", "proj60/src/module.py", "proj60/client.py"}, + "src/module.py", + "f", + "proj60", + 1, + 1, + new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule66() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj61/src/__init__.py", "proj61/src/module.py", "proj61/client.py"}, + "src/module.py", + "f", + "proj61", + 1, + 1, + new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/202. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule67() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj62/src/__init__.py", "proj62/src/B.py", "proj62/A.py"}, + "src/B.py", + "C.__call__", + "proj62", + 1, + 1, + new int[] {3}); + } + + /** + * Test https://github.com/wala/ML/issues/205. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule68() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj63/src/__init__.py", "proj63/src/module.py", "proj63/client.py"}, + "src/module.py", + "f", + "proj63", + 1, + 1, + new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/205. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule69() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj64/src/__init__.py", "proj64/src/module.py", "proj64/client.py"}, + "src/module.py", + "f", + "proj64", + 1, + 1, + new int[] {2}); + } + + /** Test https://github.com/wala/ML/issues/210. */ + @Test(expected = AssertionError.class) + public void testModule70() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj65/src/__init__.py", "proj65/src/module.py", "proj65/client.py"}, + "src/module.py", + "f", + "proj65", + 1, + 1, + new int[] {2}); + } + + /** Test https://github.com/wala/ML/issues/210. */ + @Test(expected = AssertionError.class) + public void testModule71() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj67/src/__init__.py", "proj67/src/module.py", "proj67/client.py"}, + "src/module.py", + "f", + "proj67", + 1, + 1, + new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/210. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule72() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj68/src/__init__.py", "proj68/src/module.py", "proj68/client.py"}, + "src/module.py", + "f", + "proj68", + 1, + 1, + new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/210. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule73() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj69/src/__init__.py", "proj69/src/module.py", "proj69/client.py"}, + "src/module.py", + "f", + "proj69", + 1, + 1, + new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/210. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule74() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj70/src/__init__.py", "proj70/src/module.py", "proj70/client.py"}, + "src/module.py", + "f", + "proj70", + 1, + 1, + new int[] {2}); + } + + /** Test https://github.com/wala/ML/issues/211. */ + @Test(expected = AssertionError.class) + public void testModule75() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj71/src/__init__.py", "proj71/src/module.py", "proj71/src/client.py"}, + "src/module.py", + "f", + "proj71", + 1, + 1, + new int[] {2}); + } + + /** Test https://github.com/wala/ML/issues/211. */ + @Test + public void testModule76() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test(new String[] {"module.py", "client.py"}, "module.py", "f", "", 1, 1, new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/211. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) + public void testModule77() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test( + new String[] {"proj72/src/__init__.py", "proj72/src/module.py", "proj72/src/client.py"}, + "src/module.py", + "f", + "proj72", + 1, + 1, + new int[] {2}); + } + + /** Test https://github.com/wala/ML/issues/211. */ @Test + public void testModule78() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + test(new String[] {"module.py", "client2.py"}, "module.py", "f", "", 1, 1, new int[] {2}); + } + + /** + * Test https://github.com/wala/ML/issues/209. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testModule79() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3435,8 +4095,14 @@ public void testModule79() expectedTensorParameterValueNumbers); } - /** Test https://github.com/wala/ML/issues/209. */ - @Test + /** + * Test https://github.com/wala/ML/issues/209. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testModule80() throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { int expectNumberofTensorParameters; @@ -3729,7 +4395,12 @@ public void testClassMethod3() throws ClassHierarchyException, CancelException, expectedTensorParameterValueNumbers); } - @Test + /* + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testClassMethod4() throws ClassHierarchyException, CancelException, IOException { int expectNumberofTensorParameters; int expectedNumberOfTensorVariables; @@ -3755,7 +4426,12 @@ public void testClassMethod4() throws ClassHierarchyException, CancelException, expectedTensorParameterValueNumbers); } - @Test + /* + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + */ + @Test(expected = AssertionError.class) public void testClassMethod5() throws ClassHierarchyException, CancelException, IOException { int expectNumberofTensorParameters; int expectedNumberOfTensorVariables; @@ -3803,12 +4479,14 @@ public void testDecoratedMethod() throws ClassHierarchyException, CancelExceptio test("tf2_test_decorated_method.py", "f", 1, 1, 2); } + /** Test https://github.com/wala/ML/issues/188. */ @Test public void testDecoratedMethod2() throws ClassHierarchyException, CancelException, IOException { // NOTE: Change to 0, 0 once https://github.com/wala/ML/issues/147 is fixed. test("tf2_test_decorated_method2.py", "f", 1, 1, 2); } + /** Test https://github.com/wala/ML/issues/190. */ @Test public void testDecoratedMethod3() throws ClassHierarchyException, CancelException, IOException { // NOTE: Change to 0, 0 once https://github.com/wala/ML/issues/147 is fixed. @@ -3847,6 +4525,7 @@ public void testDecoratedMethod9() throws ClassHierarchyException, CancelExcepti test("tf2_test_decorated_method9.py", "f", 1, 1, 2); } + /** Test https://github.com/wala/ML/issues/190. */ @Test public void testDecoratedMethod10() throws ClassHierarchyException, CancelException, IOException { // NOTE: Change to 0, 0 once https://github.com/wala/ML/issues/147 is fixed. @@ -3864,6 +4543,7 @@ public void testDecoratedMethod12() throws ClassHierarchyException, CancelExcept test("tf2_test_decorated_method12.py", "f", 1, 1, 2); } + /** Test https://github.com/wala/ML/issues/190. */ @Test public void testDecoratedMethod13() throws ClassHierarchyException, CancelException, IOException { // NOTE: Change to 0, 0 once https://github.com/wala/ML/issues/147 is fixed. @@ -3881,6 +4561,140 @@ public void testDecoratedFunctions() test("tf2_test_decorated_functions.py", "test_function4", 1, 1, 2); } + /** Test a pytest with decorators. */ + @Test + public void testDecoratedFunctions2() + throws ClassHierarchyException, CancelException, IOException { + test("test_decorated_functions.py", "test_dummy", 0, 0); + } + + /** + * Test a pytest without decorators that needs a PYTHONPATH. This is a "control" case. We'll add a + * decorator in the next case. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + * + * @see TestTensorflow2Model#testModule11(). + */ + @Test(expected = AssertionError.class) + public void testDecoratedFunctions3() + throws ClassHierarchyException, CancelException, IOException { + test( + new String[] { + "proj48/src/__init__.py", + "proj48/src/tf2_test_module9a.py", + "proj48/src/tf2_test_module9b.py", + "proj48/src/test_module10.py" + }, + "src/tf2_test_module9b.py", + "D.f", + "proj48", + 1, + 1, + new int[] {3}); + } + + /** Test a pytest without decorators. This is a "control." */ + @Test + public void testDecoratedFunctions4() + throws ClassHierarchyException, CancelException, IOException { + test("test_decorated_functions2.py", "f", 1, 1, 2); + } + + /** Test a pytest with a decorator. */ + @Test + public void testDecoratedFunctions5() + throws ClassHierarchyException, CancelException, IOException { + test("test_decorated_functions3.py", "f", 1, 1, 2); + } + + /** + * Test a pytest with a decorator that needs a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + * + * @see TestTensorflow2Model#testModule11(). + */ + @Test(expected = AssertionError.class) + public void testDecoratedFunctions6() + throws ClassHierarchyException, CancelException, IOException { + test( + new String[] { + "proj49/src/__init__.py", + "proj49/src/tf2_test_module9a.py", + "proj49/src/tf2_test_module9b.py", + "proj49/src/test_module10.py" + }, + "src/tf2_test_module9b.py", + "D.f", + "proj49", + 1, + 1, + new int[] {3}); + } + + /** Test a Pytest with a decorator without parameters. */ + @Test + public void testDecoratedFunctions7() + throws ClassHierarchyException, CancelException, IOException { + test("test_decorated_functions4.py", "f", 1, 1, 2); + } + + /** + * Test a Pytest with a decorator without parameters that needs a PYTHONPATH. + * + *

We now require nodes for functions under test. Otherwise, a test could pass even though the + * function doesn't exist. Remove the below expected assertion failure once + * https://github.com/wala/ML/issues/147 is fixed. + * + * @see TestTensorflow2Model#testModule11(). + */ + @Test(expected = AssertionError.class) + public void testDecoratedFunctions8() + throws ClassHierarchyException, CancelException, IOException { + test( + new String[] { + "proj50/src/__init__.py", + "proj50/src/tf2_test_module10a.py", + "proj50/src/tf2_test_module10b.py", + "proj50/src/test_module11.py" + }, + "src/tf2_test_module10b.py", + "D.f", + "proj50", + 1, + 1, + new int[] {3}); + } + + /** + * Test a Pytest with a decorator without parameters. The "test" is at the end of the filename. + */ + @Test + public void testDecoratedFunctions9() + throws ClassHierarchyException, CancelException, IOException { + test("decorated_function_test.py", "f", 1, 1, 2); + } + + @Test + public void testReshape() throws ClassHierarchyException, CancelException, IOException { + test("tf2_test_reshape.py", "f", 1, 1, 2); + } + + @Test + public void testReshape2() throws ClassHierarchyException, CancelException, IOException { + test("tf2_test_reshape2.py", "f", 1, 1, 2); + } + + @Test + public void testReshape3() throws ClassHierarchyException, CancelException, IOException { + test("tf2_test_reshape3.py", "f", 1, 1, 2); + } + private void test( String filename, String functionName, @@ -3975,6 +4789,17 @@ private void test( final String functionSignature = "script " + filename.replace('/', '.') + "." + functionName + ".do()LRoot;"; + // List the CG nodes as a "flat" list. + LOGGER.fine( + () -> + "Call graph nodes:\n" + + getFunctionSignatures(CG).collect(Collectors.joining("\n\t", "\t", ""))); + + // check that the function exists in the call graph. + assertTrue( + "Function must exist in call graph.", + getFunctionSignatures(CG).anyMatch(s -> s.equals(functionSignature))); + // get the tensor variables for the function. Set functionTensorVariables = functionSignatureToTensorVariables.getOrDefault(functionSignature, emptySet()); @@ -4023,6 +4848,18 @@ private void test( } } + /** + * Returns a {@link Stream} of {@link String}s representing the signatures of functions + * represented by the nodes in the given {@link CallGraph}. + * + * @param CG The {@link CallGraph} containing the nodes in question. + * @return A {@link Stream} of {@link String}s representing the signatures of functions + * represented by the nodes in the given {@link CallGraph}. + */ + private static Stream getFunctionSignatures(CallGraph CG) { + return CG.stream().map(CGNode::getMethod).map(IMethod::getSignature); + } + /** * Extracts a {@link List} of {@link File}s from the given {@link String} representing a list of * paths. Each path is separated by a colon. diff --git a/com.ibm.wala.cast.python.ml/data/tensorflow.xml b/com.ibm.wala.cast.python.ml/data/tensorflow.xml index adf31dc52..da59452d1 100644 --- a/com.ibm.wala.cast.python.ml/data/tensorflow.xml +++ b/com.ibm.wala.cast.python.ml/data/tensorflow.xml @@ -85,6 +85,7 @@ + @@ -399,12 +400,10 @@ - - - - - - + + + + @@ -890,6 +889,8 @@ + + @@ -947,6 +948,15 @@ + + + + + + + + + diff --git a/com.ibm.wala.cast.python.ml/pom.xml b/com.ibm.wala.cast.python.ml/pom.xml index 79ef1bfb5..2c02fc343 100644 --- a/com.ibm.wala.cast.python.ml/pom.xml +++ b/com.ibm.wala.cast.python.ml/pom.xml @@ -66,7 +66,7 @@ org.apache.maven.plugins maven-shade-plugin - 3.4.1 + 3.6.0 diff --git a/com.ibm.wala.cast.python.ml/source/com/ibm/wala/cast/python/ml/client/PythonTensorAnalysisEngine.java b/com.ibm.wala.cast.python.ml/source/com/ibm/wala/cast/python/ml/client/PythonTensorAnalysisEngine.java index 597921afb..f6b260df1 100644 --- a/com.ibm.wala.cast.python.ml/source/com/ibm/wala/cast/python/ml/client/PythonTensorAnalysisEngine.java +++ b/com.ibm.wala.cast.python.ml/source/com/ibm/wala/cast/python/ml/client/PythonTensorAnalysisEngine.java @@ -79,6 +79,8 @@ public PythonTensorAnalysisEngine(List pythonPath) { PythonTypes.pythonLoader, TypeName.string2TypeName("Ltensorflow/functions/conv3d")), AstMethodReference.fnSelector); + /** Not used due to https://github.com/wala/ML/issues/195 workaround. */ + @SuppressWarnings("unused") private static final MethodReference reshape = MethodReference.findOrCreate( TypeReference.findOrCreate( @@ -689,7 +691,9 @@ public TensorTypeAnalysis performAnalysis(PropagationCallGraphBuilder builder) } Map shapeOps = HashMapFactory.make(); - shapeOps.putAll(handleShapeSourceOp(builder, dataflow, reshape, 2)); + + // Don't handle shape source operations for now to workaround + // https://github.com/wala/ML/issues/195. Set conv2ds = getKeysDefinedByCall(conv2d, builder); diff --git a/com.ibm.wala.cast.python.test/.gitignore b/com.ibm.wala.cast.python.test/.gitignore index ab52383f1..1773b9185 100644 --- a/com.ibm.wala.cast.python.test/.gitignore +++ b/com.ibm.wala.cast.python.test/.gitignore @@ -1,3 +1,4 @@ /bin/ /target/ /build/ +/.pytest_cache/ diff --git a/com.ibm.wala.cast.python.test/.settings/org.eclipse.core.resources.prefs b/com.ibm.wala.cast.python.test/.settings/org.eclipse.core.resources.prefs index c0d8a789b..600a2642a 100644 --- a/com.ibm.wala.cast.python.test/.settings/org.eclipse.core.resources.prefs +++ b/com.ibm.wala.cast.python.test/.settings/org.eclipse.core.resources.prefs @@ -1,4 +1,6 @@ eclipse.preferences.version=1 +encoding//data/proj61/src/module.py=utf-8 +encoding//data/proj62/src/B.py=utf-8 encoding/=UTF-8 encoding/data=UTF-8 encoding/source=UTF-8 diff --git a/com.ibm.wala.cast.python.test/META-INF/MANIFEST.MF b/com.ibm.wala.cast.python.test/META-INF/MANIFEST.MF index da56fc64d..80fbf51c5 100644 --- a/com.ibm.wala.cast.python.test/META-INF/MANIFEST.MF +++ b/com.ibm.wala.cast.python.test/META-INF/MANIFEST.MF @@ -4,6 +4,6 @@ Bundle-Name: WALA CAst Python Tests Bundle-SymbolicName: com.ibm.wala.cast.python.test Bundle-Version: 1.0.0.qualifier Bundle-Vendor: IBM -Bundle-RequiredExecutionEnvironment: JavaSE-1.8 +Bundle-RequiredExecutionEnvironment: JavaSE-17 Automatic-Module-Name: com.ibm.wala.cast.python.test Export-Package: com.ibm.wala.cast.python.test diff --git a/com.ibm.wala.cast.python.test/build.gradle b/com.ibm.wala.cast.python.test/build.gradle index 83cadb8b0..db19feb45 100644 --- a/com.ibm.wala.cast.python.test/build.gradle +++ b/com.ibm.wala.cast.python.test/build.gradle @@ -30,4 +30,3 @@ test { maxHeapSize = '800M' systemProperty 'python.import.site', 'false' } - diff --git a/com.ibm.wala.cast.python.test/data/abseil_calls.py b/com.ibm.wala.cast.python.test/data/abseil_calls.py new file mode 100644 index 000000000..eb06be623 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/abseil_calls.py @@ -0,0 +1,12 @@ +from absl import app + + +def main(_argv): + pass + + +if __name__ == "__main__": + try: + app.run(main) + except SystemExit: + pass diff --git a/com.ibm.wala.cast.python.test/data/click_calls.py b/com.ibm.wala.cast.python.test/data/click_calls.py new file mode 100644 index 000000000..6370d1683 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/click_calls.py @@ -0,0 +1,40 @@ +# From https://github.com/akanyaani/gpt-2-tensorflow2.0/blob/ab93122396a02bfd76530ac6b414a525970bba96/train_gpt2.py. + +import click + + +@click.command() +@click.option( + "--data-dir", + type=str, + default="./data/scraped", + show_default=True, + help="training data path", +) +@click.option( + "--vocab-size", + type=int, + default=24512, + show_default=True, + help="byte pair vocab size", +) +@click.option( + "--min-seq-len", + type=int, + default=15, + show_default=True, + help="minimum sequence length", +) +@click.option( + "--max-seq-len", + type=int, + default=512, + show_default=True, + help="minimum sequence length", +) +def train(data_dir, vocab_size, min_seq_len, max_seq_len): + pass + + +if __name__ == "__main__": + train() diff --git a/com.ibm.wala.cast.python.test/data/client.py b/com.ibm.wala.cast.python.test/data/client.py new file mode 100644 index 000000000..85bf4e387 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/211. + +from tensorflow import ones +import module + +module.f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/client2.py b/com.ibm.wala.cast.python.test/data/client2.py new file mode 100644 index 000000000..02346a3fa --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/client2.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/211. + +from tensorflow import ones +from module import f + +f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/decorated_function_test.py b/com.ibm.wala.cast.python.test/data/decorated_function_test.py new file mode 100644 index 000000000..fb77c9691 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/decorated_function_test.py @@ -0,0 +1,11 @@ +import tensorflow as tf +import pytest + + +def f(a): + assert isinstance(a, tf.Tensor) + + +@pytest.mark.parametrize +def test_dummy(x, test_input, expected): + f(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/module.py b/com.ibm.wala.cast.python.test/data/module.py new file mode 100644 index 000000000..c729ed3ff --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/module.py @@ -0,0 +1,7 @@ +# Test https://github.com/wala/ML/issues/211. + +import tensorflow as tf + + +def f(a): + assert isinstance(a, tf.Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj/src/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj/src/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj10/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj10/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj10/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj10/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj11/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj11/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj11/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj11/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj12/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj12/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj12/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj12/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj13/C/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj13/C/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj13/C/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj13/C/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj13/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj13/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj13/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj13/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj14/C/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj14/C/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj14/C/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj14/C/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj14/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj14/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj14/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj14/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj15/C/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj15/C/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj15/C/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj15/C/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj15/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj15/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj15/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj15/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj16/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj16/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj16/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj16/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj17/C/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj17/C/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj17/C/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj17/C/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj17/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj17/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj17/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj17/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj19/C/D/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj19/C/D/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj19/C/D/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj19/C/D/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj19/C/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj19/C/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj19/C/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj19/C/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj19/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj19/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj19/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj19/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj2/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj2/src/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj2/src/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj2/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj21/C/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj21/C/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj21/C/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj21/C/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj21/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj21/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj21/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj21/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj22/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj22/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj22/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj22/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj24/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj24/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj24/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj24/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj25/C/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj25/C/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj25/C/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj25/C/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj25/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj25/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj25/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj25/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj27/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj27/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj27/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj27/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj28/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj28/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj28/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj28/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj29/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj29/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj29/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj29/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj3/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj3/src/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj3/src/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj3/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj30/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj30/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj30/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj30/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj31/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj31/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj31/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj31/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj32/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj32/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj32/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj32/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj33/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj33/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj33/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj33/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj34/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj34/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj34/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj34/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj35/E/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj35/E/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj35/E/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj35/E/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj35/E/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj35/E/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj35/E/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj35/E/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj35/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj35/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj35/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj35/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj36/E/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj36/E/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj36/E/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj36/E/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj36/E/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj36/E/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj36/E/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj36/E/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj36/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj36/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj36/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj36/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj37/E/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj37/E/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj37/E/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj37/E/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj37/E/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj37/E/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj37/E/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj37/E/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj37/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj37/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj37/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj37/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj38/E/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj38/E/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj38/E/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj38/E/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj38/E/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj38/E/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj38/E/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj38/E/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj38/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj38/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj38/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj38/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj4/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj4/src/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj4/src/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj4/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj40/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj40/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj40/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj40/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj42/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj42/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj42/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj42/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj43/E/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj43/E/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj43/E/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj43/E/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj43/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj43/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj43/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj43/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj44/E/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj44/E/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj44/E/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj44/E/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj44/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj44/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj44/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj44/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj45/E/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj45/E/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj45/E/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj45/E/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj45/E/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj45/E/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj45/E/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj45/E/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj45/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj45/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj45/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj45/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj46/E/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj46/E/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj46/E/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj46/E/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj46/E/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj46/E/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj46/E/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj46/E/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj46/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj46/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj46/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj46/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj47/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj47/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj47/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj47/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj47/E/C/__init__.py b/com.ibm.wala.cast.python.test/data/proj47/E/C/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj47/E/C/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj47/E/C/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj47/E/D/__init__.py b/com.ibm.wala.cast.python.test/data/proj47/E/D/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj47/E/D/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj47/E/D/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj47/E/__init__.py b/com.ibm.wala.cast.python.test/data/proj47/E/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj47/E/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj47/E/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj48/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj48/src/__init__.py new file mode 100644 index 000000000..8b1378917 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj48/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj48/src/test_module10.py b/com.ibm.wala.cast.python.test/data/proj48/src/test_module10.py new file mode 100644 index 000000000..fdd31398e --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj48/src/test_module10.py @@ -0,0 +1,8 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src.tf2_test_module9b import D + + +def test_dummy(x, test_input, expected): + D().f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj48/src/tf2_test_module9a.py b/com.ibm.wala.cast.python.test/data/proj48/src/tf2_test_module9a.py new file mode 100644 index 000000000..bd4e3285a --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj48/src/tf2_test_module9a.py @@ -0,0 +1,9 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +class C: + + def f(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj48/src/tf2_test_module9b.py b/com.ibm.wala.cast.python.test/data/proj48/src/tf2_test_module9b.py new file mode 100644 index 000000000..bf51bc31c --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj48/src/tf2_test_module9b.py @@ -0,0 +1,10 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor +from src.tf2_test_module9a import C + + +class D(C): + + def f(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj49/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj49/src/__init__.py new file mode 100644 index 000000000..8b1378917 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj49/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj49/src/test_module10.py b/com.ibm.wala.cast.python.test/data/proj49/src/test_module10.py new file mode 100644 index 000000000..5765f44cc --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj49/src/test_module10.py @@ -0,0 +1,10 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +import pytest +from src.tf2_test_module9b import D + + +@pytest.mark.parametrize("test_input,expected", [("3+5", 8), ("2+4", 6), ("6*9", 42)]) +def test_dummy(x, test_input, expected): + D().f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj49/src/tf2_test_module9a.py b/com.ibm.wala.cast.python.test/data/proj49/src/tf2_test_module9a.py new file mode 100644 index 000000000..bd4e3285a --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj49/src/tf2_test_module9a.py @@ -0,0 +1,9 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +class C: + + def f(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj49/src/tf2_test_module9b.py b/com.ibm.wala.cast.python.test/data/proj49/src/tf2_test_module9b.py new file mode 100644 index 000000000..bf51bc31c --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj49/src/tf2_test_module9b.py @@ -0,0 +1,10 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor +from src.tf2_test_module9a import C + + +class D(C): + + def f(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj5/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj5/src/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj5/src/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj5/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj50/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj50/src/__init__.py new file mode 100644 index 000000000..8b1378917 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj50/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj50/src/test_module11.py b/com.ibm.wala.cast.python.test/data/proj50/src/test_module11.py new file mode 100644 index 000000000..eddaa4805 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj50/src/test_module11.py @@ -0,0 +1,10 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +import pytest +from src.tf2_test_module10b import D + + +@pytest.mark.parametrize +def test_dummy(x, test_input, expected): + D().f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj50/src/tf2_test_module10a.py b/com.ibm.wala.cast.python.test/data/proj50/src/tf2_test_module10a.py new file mode 100644 index 000000000..bd4e3285a --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj50/src/tf2_test_module10a.py @@ -0,0 +1,9 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +class C: + + def f(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj50/src/tf2_test_module10b.py b/com.ibm.wala.cast.python.test/data/proj50/src/tf2_test_module10b.py new file mode 100644 index 000000000..5590cba0f --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj50/src/tf2_test_module10b.py @@ -0,0 +1,10 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor +from src.tf2_test_module10a import C + + +class D(C): + + def f(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj51/client.py b/com.ibm.wala.cast.python.test/data/proj51/client.py new file mode 100644 index 000000000..8590a6859 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj51/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import f + +f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj51/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj51/src/__init__.py new file mode 100644 index 000000000..9c32fb322 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj51/src/__init__.py @@ -0,0 +1 @@ +from .module import f diff --git a/com.ibm.wala.cast.python.test/data/proj51/src/module.py b/com.ibm.wala.cast.python.test/data/proj51/src/module.py new file mode 100644 index 000000000..ba393c154 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj51/src/module.py @@ -0,0 +1,7 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +def f(a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj52/client.py b/com.ibm.wala.cast.python.test/data/proj52/client.py new file mode 100644 index 000000000..8590a6859 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj52/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import f + +f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj52/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj52/src/__init__.py new file mode 100644 index 000000000..267692405 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj52/src/__init__.py @@ -0,0 +1 @@ +from .module import * diff --git a/com.ibm.wala.cast.python.test/data/proj52/src/module.py b/com.ibm.wala.cast.python.test/data/proj52/src/module.py new file mode 100644 index 000000000..ba393c154 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj52/src/module.py @@ -0,0 +1,7 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +def f(a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj53/client.py b/com.ibm.wala.cast.python.test/data/proj53/client.py new file mode 100644 index 000000000..b1c7b3fca --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj53/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import C + +C().f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj53/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj53/src/__init__.py new file mode 100644 index 000000000..d62a43c47 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj53/src/__init__.py @@ -0,0 +1 @@ +from .module import C diff --git a/com.ibm.wala.cast.python.test/data/proj53/src/module.py b/com.ibm.wala.cast.python.test/data/proj53/src/module.py new file mode 100644 index 000000000..bd4e3285a --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj53/src/module.py @@ -0,0 +1,9 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +class C: + + def f(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj54/client.py b/com.ibm.wala.cast.python.test/data/proj54/client.py new file mode 100644 index 000000000..b1c7b3fca --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj54/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import C + +C().f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj54/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj54/src/__init__.py new file mode 100644 index 000000000..267692405 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj54/src/__init__.py @@ -0,0 +1 @@ +from .module import * diff --git a/com.ibm.wala.cast.python.test/data/proj54/src/module.py b/com.ibm.wala.cast.python.test/data/proj54/src/module.py new file mode 100644 index 000000000..bd4e3285a --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj54/src/module.py @@ -0,0 +1,9 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +class C: + + def f(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj55/A.py b/com.ibm.wala.cast.python.test/data/proj55/A.py new file mode 100644 index 000000000..b1c7b3fca --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj55/A.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import C + +C().f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj55/src/B.py b/com.ibm.wala.cast.python.test/data/proj55/src/B.py new file mode 100644 index 000000000..bd4e3285a --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj55/src/B.py @@ -0,0 +1,9 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +class C: + + def f(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj55/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj55/src/__init__.py new file mode 100644 index 000000000..43795f312 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj55/src/__init__.py @@ -0,0 +1 @@ +from .B import C diff --git a/com.ibm.wala.cast.python.test/data/proj56/A.py b/com.ibm.wala.cast.python.test/data/proj56/A.py new file mode 100644 index 000000000..67730deeb --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj56/A.py @@ -0,0 +1,13 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import C + + +class D: + + def __init__(self): + C().f(ones([1, 2])) + + +D() diff --git a/com.ibm.wala.cast.python.test/data/proj56/src/B.py b/com.ibm.wala.cast.python.test/data/proj56/src/B.py new file mode 100644 index 000000000..bd4e3285a --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj56/src/B.py @@ -0,0 +1,9 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +class C: + + def f(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj56/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj56/src/__init__.py new file mode 100644 index 000000000..43795f312 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj56/src/__init__.py @@ -0,0 +1 @@ +from .B import C diff --git a/com.ibm.wala.cast.python.test/data/proj57/A.py b/com.ibm.wala.cast.python.test/data/proj57/A.py new file mode 100644 index 000000000..67730deeb --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj57/A.py @@ -0,0 +1,13 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import C + + +class D: + + def __init__(self): + C().f(ones([1, 2])) + + +D() diff --git a/com.ibm.wala.cast.python.test/data/proj57/src/B.py b/com.ibm.wala.cast.python.test/data/proj57/src/B.py new file mode 100644 index 000000000..bd4e3285a --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj57/src/B.py @@ -0,0 +1,9 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +class C: + + def f(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj57/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj57/src/__init__.py new file mode 100644 index 000000000..4338dce03 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj57/src/__init__.py @@ -0,0 +1 @@ +from .B import * diff --git a/com.ibm.wala.cast.python.test/data/proj58/A.py b/com.ibm.wala.cast.python.test/data/proj58/A.py new file mode 100644 index 000000000..ce0028aec --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj58/A.py @@ -0,0 +1,16 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import C + + +class D: + + def __init__(self): + self._c = C() + + def __call__(self): + self._c(ones([1, 2])) + + +D()() diff --git a/com.ibm.wala.cast.python.test/data/proj58/src/B.py b/com.ibm.wala.cast.python.test/data/proj58/src/B.py new file mode 100644 index 000000000..cb7ab6512 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj58/src/B.py @@ -0,0 +1,12 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +class C: + + def __init__(self): + pass + + def __call__(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj58/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj58/src/__init__.py new file mode 100644 index 000000000..43795f312 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj58/src/__init__.py @@ -0,0 +1 @@ +from .B import C diff --git a/com.ibm.wala.cast.python.test/data/proj59/A.py b/com.ibm.wala.cast.python.test/data/proj59/A.py new file mode 100644 index 000000000..ce0028aec --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj59/A.py @@ -0,0 +1,16 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import C + + +class D: + + def __init__(self): + self._c = C() + + def __call__(self): + self._c(ones([1, 2])) + + +D()() diff --git a/com.ibm.wala.cast.python.test/data/proj59/src/B.py b/com.ibm.wala.cast.python.test/data/proj59/src/B.py new file mode 100644 index 000000000..cb7ab6512 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj59/src/B.py @@ -0,0 +1,12 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor + + +class C: + + def __init__(self): + pass + + def __call__(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj59/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj59/src/__init__.py new file mode 100644 index 000000000..4338dce03 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj59/src/__init__.py @@ -0,0 +1 @@ +from .B import * diff --git a/com.ibm.wala.cast.python.test/data/proj6/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj6/src/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj6/src/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj6/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj60/client.py b/com.ibm.wala.cast.python.test/data/proj60/client.py new file mode 100644 index 000000000..8590a6859 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj60/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import f + +f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj60/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj60/src/__init__.py new file mode 100644 index 000000000..9c32fb322 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj60/src/__init__.py @@ -0,0 +1 @@ +from .module import f diff --git a/com.ibm.wala.cast.python.test/data/proj60/src/module.py b/com.ibm.wala.cast.python.test/data/proj60/src/module.py new file mode 100644 index 000000000..ffce8f8cc --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj60/src/module.py @@ -0,0 +1,9 @@ +""" +@Author:Kaiyin Zhou +""" + +from tensorflow import Tensor + + +def f(a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj61/client.py b/com.ibm.wala.cast.python.test/data/proj61/client.py new file mode 100644 index 000000000..8590a6859 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj61/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import f + +f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj61/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj61/src/__init__.py new file mode 100644 index 000000000..267692405 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj61/src/__init__.py @@ -0,0 +1 @@ +from .module import * diff --git a/com.ibm.wala.cast.python.test/data/proj61/src/module.py b/com.ibm.wala.cast.python.test/data/proj61/src/module.py new file mode 100644 index 000000000..1067686aa --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj61/src/module.py @@ -0,0 +1,10 @@ +#! usr/bin/env python3 +# -*- coding:utf-8 -*- +""" +@Author:Kaiyin Zhou +""" +from tensorflow import Tensor + + +def f(a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj62/A.py b/com.ibm.wala.cast.python.test/data/proj62/A.py new file mode 100644 index 000000000..ce0028aec --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj62/A.py @@ -0,0 +1,16 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import C + + +class D: + + def __init__(self): + self._c = C() + + def __call__(self): + self._c(ones([1, 2])) + + +D()() diff --git a/com.ibm.wala.cast.python.test/data/proj62/src/B.py b/com.ibm.wala.cast.python.test/data/proj62/src/B.py new file mode 100644 index 000000000..e2e53acf8 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj62/src/B.py @@ -0,0 +1,15 @@ +#! usr/bin/env python3 +# -*- coding:utf-8 -*- +""" +@Author:Kaiyin Zhou +""" +from tensorflow import Tensor + + +class C: + + def __init__(self): + pass + + def __call__(self, a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj62/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj62/src/__init__.py new file mode 100644 index 000000000..4338dce03 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj62/src/__init__.py @@ -0,0 +1 @@ +from .B import * diff --git a/com.ibm.wala.cast.python.test/data/proj63/client.py b/com.ibm.wala.cast.python.test/data/proj63/client.py new file mode 100644 index 000000000..8590a6859 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj63/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import f + +f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj63/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj63/src/__init__.py new file mode 100644 index 000000000..9c32fb322 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj63/src/__init__.py @@ -0,0 +1 @@ +from .module import f diff --git a/com.ibm.wala.cast.python.test/data/proj63/src/module.py b/com.ibm.wala.cast.python.test/data/proj63/src/module.py new file mode 100644 index 000000000..8e8f32df9 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj63/src/module.py @@ -0,0 +1,16 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor +from typing import NamedTuple, List +import tensorflow as tf + + +class GNNInput(NamedTuple): + node_embeddings: tf.Tensor + adjacency_lists: List + edge_weights: List + etan: tf.Tensor + + +def f(a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj64/client.py b/com.ibm.wala.cast.python.test/data/proj64/client.py new file mode 100644 index 000000000..8590a6859 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj64/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import ones +from src import f + +f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj64/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj64/src/__init__.py new file mode 100644 index 000000000..267692405 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj64/src/__init__.py @@ -0,0 +1 @@ +from .module import * diff --git a/com.ibm.wala.cast.python.test/data/proj64/src/module.py b/com.ibm.wala.cast.python.test/data/proj64/src/module.py new file mode 100644 index 000000000..8e8f32df9 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj64/src/module.py @@ -0,0 +1,16 @@ +# Test https://github.com/wala/ML/issues/163. + +from tensorflow import Tensor +from typing import NamedTuple, List +import tensorflow as tf + + +class GNNInput(NamedTuple): + node_embeddings: tf.Tensor + adjacency_lists: List + edge_weights: List + etan: tf.Tensor + + +def f(a): + assert isinstance(a, Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj65/client.py b/com.ibm.wala.cast.python.test/data/proj65/client.py new file mode 100644 index 000000000..94f776afa --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj65/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/210. + +from tensorflow import ones +import src + +src.f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj65/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj65/src/__init__.py new file mode 100644 index 000000000..267692405 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj65/src/__init__.py @@ -0,0 +1 @@ +from .module import * diff --git a/com.ibm.wala.cast.python.test/data/proj65/src/module.py b/com.ibm.wala.cast.python.test/data/proj65/src/module.py new file mode 100644 index 000000000..b23643952 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj65/src/module.py @@ -0,0 +1,7 @@ +# Test https://github.com/wala/ML/issues/210. + +import tensorflow as tf + + +def f(a): + assert isinstance(a, tf.Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj67/client.py b/com.ibm.wala.cast.python.test/data/proj67/client.py new file mode 100644 index 000000000..94f776afa --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj67/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/210. + +from tensorflow import ones +import src + +src.f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj67/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj67/src/__init__.py new file mode 100644 index 000000000..9c32fb322 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj67/src/__init__.py @@ -0,0 +1 @@ +from .module import f diff --git a/com.ibm.wala.cast.python.test/data/proj67/src/module.py b/com.ibm.wala.cast.python.test/data/proj67/src/module.py new file mode 100644 index 000000000..b23643952 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj67/src/module.py @@ -0,0 +1,7 @@ +# Test https://github.com/wala/ML/issues/210. + +import tensorflow as tf + + +def f(a): + assert isinstance(a, tf.Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj68/client.py b/com.ibm.wala.cast.python.test/data/proj68/client.py new file mode 100644 index 000000000..6734bed45 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj68/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/210. + +from tensorflow import ones +from src import f + +f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj68/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj68/src/__init__.py new file mode 100644 index 000000000..267692405 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj68/src/__init__.py @@ -0,0 +1 @@ +from .module import * diff --git a/com.ibm.wala.cast.python.test/data/proj68/src/module.py b/com.ibm.wala.cast.python.test/data/proj68/src/module.py new file mode 100644 index 000000000..b23643952 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj68/src/module.py @@ -0,0 +1,7 @@ +# Test https://github.com/wala/ML/issues/210. + +import tensorflow as tf + + +def f(a): + assert isinstance(a, tf.Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj69/client.py b/com.ibm.wala.cast.python.test/data/proj69/client.py new file mode 100644 index 000000000..6734bed45 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj69/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/210. + +from tensorflow import ones +from src import f + +f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj69/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj69/src/__init__.py new file mode 100644 index 000000000..9c32fb322 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj69/src/__init__.py @@ -0,0 +1 @@ +from .module import f diff --git a/com.ibm.wala.cast.python.test/data/proj69/src/module.py b/com.ibm.wala.cast.python.test/data/proj69/src/module.py new file mode 100644 index 000000000..b23643952 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj69/src/module.py @@ -0,0 +1,7 @@ +# Test https://github.com/wala/ML/issues/210. + +import tensorflow as tf + + +def f(a): + assert isinstance(a, tf.Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj7/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj7/src/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj7/src/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj7/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj70/client.py b/com.ibm.wala.cast.python.test/data/proj70/client.py new file mode 100644 index 000000000..4ba661047 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj70/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/210. + +from tensorflow import ones +import src.module + +src.module.f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj70/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj70/src/__init__.py new file mode 100644 index 000000000..8b1378917 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj70/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj70/src/module.py b/com.ibm.wala.cast.python.test/data/proj70/src/module.py new file mode 100644 index 000000000..b23643952 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj70/src/module.py @@ -0,0 +1,7 @@ +# Test https://github.com/wala/ML/issues/210. + +import tensorflow as tf + + +def f(a): + assert isinstance(a, tf.Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj71/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj71/src/__init__.py new file mode 100644 index 000000000..8b1378917 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj71/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj71/src/client.py b/com.ibm.wala.cast.python.test/data/proj71/src/client.py new file mode 100644 index 000000000..85bf4e387 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj71/src/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/211. + +from tensorflow import ones +import module + +module.f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj71/src/module.py b/com.ibm.wala.cast.python.test/data/proj71/src/module.py new file mode 100644 index 000000000..c729ed3ff --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj71/src/module.py @@ -0,0 +1,7 @@ +# Test https://github.com/wala/ML/issues/211. + +import tensorflow as tf + + +def f(a): + assert isinstance(a, tf.Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj72/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj72/src/__init__.py new file mode 100644 index 000000000..8b1378917 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj72/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj72/src/client.py b/com.ibm.wala.cast.python.test/data/proj72/src/client.py new file mode 100644 index 000000000..02346a3fa --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj72/src/client.py @@ -0,0 +1,6 @@ +# Test https://github.com/wala/ML/issues/211. + +from tensorflow import ones +from module import f + +f(ones([1, 2])) diff --git a/com.ibm.wala.cast.python.test/data/proj72/src/module.py b/com.ibm.wala.cast.python.test/data/proj72/src/module.py new file mode 100644 index 000000000..c729ed3ff --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/proj72/src/module.py @@ -0,0 +1,7 @@ +# Test https://github.com/wala/ML/issues/211. + +import tensorflow as tf + + +def f(a): + assert isinstance(a, tf.Tensor) diff --git a/com.ibm.wala.cast.python.test/data/proj8/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj8/src/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj8/src/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj8/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/proj9/src/__init__.py b/com.ibm.wala.cast.python.test/data/proj9/src/__init__.py index e69de29bb..8b1378917 100644 --- a/com.ibm.wala.cast.python.test/data/proj9/src/__init__.py +++ b/com.ibm.wala.cast.python.test/data/proj9/src/__init__.py @@ -0,0 +1 @@ + diff --git a/com.ibm.wala.cast.python.test/data/test_decorated_functions.py b/com.ibm.wala.cast.python.test/data/test_decorated_functions.py new file mode 100644 index 000000000..989b37cd2 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/test_decorated_functions.py @@ -0,0 +1,7 @@ +import tensorflow +import pytest + + +@pytest.mark.parametrize("test_input,expected", [("3+5", 8), ("2+4", 6), ("6*9", 42)]) +def test_dummy(x, test_input, expected): + pass diff --git a/com.ibm.wala.cast.python.test/data/test_decorated_functions2.py b/com.ibm.wala.cast.python.test/data/test_decorated_functions2.py new file mode 100644 index 000000000..e3581104e --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/test_decorated_functions2.py @@ -0,0 +1,10 @@ +import tensorflow as tf +import pytest + + +def f(a): + assert isinstance(a, tf.Tensor) + + +def test_dummy(x, test_input, expected): + f(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/test_decorated_functions3.py b/com.ibm.wala.cast.python.test/data/test_decorated_functions3.py new file mode 100644 index 000000000..bbaa999e5 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/test_decorated_functions3.py @@ -0,0 +1,11 @@ +import tensorflow as tf +import pytest + + +def f(a): + assert isinstance(a, tf.Tensor) + + +@pytest.mark.parametrize("test_input,expected", [("3+5", 8), ("2+4", 6), ("6*9", 42)]) +def test_dummy(x, test_input, expected): + f(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/test_decorated_functions4.py b/com.ibm.wala.cast.python.test/data/test_decorated_functions4.py new file mode 100644 index 000000000..fb77c9691 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/test_decorated_functions4.py @@ -0,0 +1,11 @@ +import tensorflow as tf +import pytest + + +def f(a): + assert isinstance(a, tf.Tensor) + + +@pytest.mark.parametrize +def test_dummy(x, test_input, expected): + f(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_abstract_method.py b/com.ibm.wala.cast.python.test/data/tf2_test_abstract_method.py index e6e58f55d..dac2dc54a 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_abstract_method.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_abstract_method.py @@ -5,16 +5,15 @@ class C: - def f(self, x): - assert isinstance(x, tf.Tensor) + def f(self, x): + assert isinstance(x, tf.Tensor) class D(C): - def f(self, x): - super(D, self).f(x) + def f(self, x): + super(D, self).f(x) c = D() c.f(tf.constant(1)) - diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_abstract_method2.py b/com.ibm.wala.cast.python.test/data/tf2_test_abstract_method2.py index 1c126fa26..06e55823b 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_abstract_method2.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_abstract_method2.py @@ -5,17 +5,16 @@ class C(ABC): - @abstractmethod - def f(self, x): - assert isinstance(x, tf.Tensor) + @abstractmethod + def f(self, x): + assert isinstance(x, tf.Tensor) class D(C): - def f(self, x): - super(D, self).f(x) + def f(self, x): + super(D, self).f(x) c = D() c.f(tf.constant(1)) - diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_class_method.py b/com.ibm.wala.cast.python.test/data/tf2_test_class_method.py index 310569a5e..f7030664b 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_class_method.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_class_method.py @@ -3,9 +3,9 @@ class MyClass: - @classmethod - def the_class_method(cls, x): - assert isinstance(x, tf.Tensor) + @classmethod + def the_class_method(cls, x): + assert isinstance(x, tf.Tensor) MyClass.the_class_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_class_method2.py b/com.ibm.wala.cast.python.test/data/tf2_test_class_method2.py index e968a7a03..c7dc8dd30 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_class_method2.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_class_method2.py @@ -3,9 +3,9 @@ class MyClass: - @classmethod - def the_class_method(cls, x): - assert isinstance(x, tf.Tensor) + @classmethod + def the_class_method(cls, x): + assert isinstance(x, tf.Tensor) MyClass().the_class_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_class_method3.py b/com.ibm.wala.cast.python.test/data/tf2_test_class_method3.py index 629dbb84f..848501f56 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_class_method3.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_class_method3.py @@ -3,13 +3,13 @@ class MyClass: - def f(x): - assert isinstance(x, tf.Tensor) + def f(x): + assert isinstance(x, tf.Tensor) - @classmethod - def the_class_method(cls, x): - assert isinstance(x, tf.Tensor) - cls.f(x) + @classmethod + def the_class_method(cls, x): + assert isinstance(x, tf.Tensor) + cls.f(x) MyClass().the_class_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_class_method4.py b/com.ibm.wala.cast.python.test/data/tf2_test_class_method4.py index aca19cee6..995b0d49d 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_class_method4.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_class_method4.py @@ -3,13 +3,13 @@ class MyClass: - def f(x): - assert isinstance(x, tf.Tensor) + def f(x): + assert isinstance(x, tf.Tensor) - @classmethod - def the_class_method(cls, x): - assert isinstance(x, tf.Tensor) - cls.f(x) + @classmethod + def the_class_method(cls, x): + assert isinstance(x, tf.Tensor) + cls.f(x) MyClass.the_class_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_class_method5.py b/com.ibm.wala.cast.python.test/data/tf2_test_class_method5.py index aca19cee6..995b0d49d 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_class_method5.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_class_method5.py @@ -3,13 +3,13 @@ class MyClass: - def f(x): - assert isinstance(x, tf.Tensor) + def f(x): + assert isinstance(x, tf.Tensor) - @classmethod - def the_class_method(cls, x): - assert isinstance(x, tf.Tensor) - cls.f(x) + @classmethod + def the_class_method(cls, x): + assert isinstance(x, tf.Tensor) + cls.f(x) MyClass.the_class_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_reshape.py b/com.ibm.wala.cast.python.test/data/tf2_test_reshape.py new file mode 100644 index 000000000..bf23003d8 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/tf2_test_reshape.py @@ -0,0 +1,12 @@ +# https://www.tensorflow.org/versions/r2.9/api_docs/python/tf/reshape + +import tensorflow as tf + + +def f(a): + pass + + +t1 = tf.ones([2, 3]) +t2 = tf.reshape(t1, [6]) +f(t2) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_reshape2.py b/com.ibm.wala.cast.python.test/data/tf2_test_reshape2.py new file mode 100644 index 000000000..77d2180ed --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/tf2_test_reshape2.py @@ -0,0 +1,145 @@ +# https://raw.githubusercontent.com/aymericdamien/TensorFlow-Examples/dd2e6dcd9603d5de008d8c766453162d0204affa/examples/3_NeuralNetworks/convolutional_network.py +""" Convolutional Neural Network. + +Build and train a convolutional neural network with TensorFlow. +This example is using the MNIST database of handwritten digits +(http://yann.lecun.com/exdb/mnist/) + +This example is using TensorFlow layers API, see 'convolutional_network_raw' +example for a raw implementation with variables. + +Author: Aymeric Damien +Project: https://github.com/aymericdamien/TensorFlow-Examples/ +""" +from __future__ import division, print_function, absolute_import + +# Import MNIST data +from tensorflow.examples.tutorials.mnist import input_data + +mnist = input_data.read_data_sets("/tmp/data/", one_hot=False) + +import tensorflow as tf + +# Training Parameters +learning_rate = 0.001 +num_steps = 2000 +batch_size = 128 + +# Network Parameters +num_input = 784 # MNIST data input (img shape: 28*28) +num_classes = 10 # MNIST total classes (0-9 digits) +dropout = 0.75 # Dropout, probability to keep units + + +def f(a): + pass + + +# Create the neural network +def conv_net(x_dict, n_classes, dropout, reuse, is_training): + # Define a scope for reusing the variables + with tf.variable_scope("ConvNet", reuse=reuse): + # TF Estimator input is a dict, in case of multiple inputs + x = x_dict["images"] + + # MNIST data input is a 1-D vector of 784 features (28*28 pixels) + # Reshape to match picture format [Height x Width x Channel] + # Tensor input become 4-D: [Batch Size, Height, Width, Channel] + x = tf.reshape(x, shape=[-1, 28, 28, 1]) + f(x) + + # Convolution Layer with 32 filters and a kernel size of 5 + conv1 = tf.layers.conv2d(x, 32, 5, activation=tf.nn.relu) + # Max Pooling (down-sampling) with strides of 2 and kernel size of 2 + conv1 = tf.layers.max_pooling2d(conv1, 2, 2) + + # Convolution Layer with 64 filters and a kernel size of 3 + conv2 = tf.layers.conv2d(conv1, 64, 3, activation=tf.nn.relu) + # Max Pooling (down-sampling) with strides of 2 and kernel size of 2 + conv2 = tf.layers.max_pooling2d(conv2, 2, 2) + + # Flatten the data to a 1-D vector for the fully connected layer + fc1 = tf.contrib.layers.flatten(conv2) + + # Fully connected layer (in tf contrib folder for now) + fc1 = tf.layers.dense(fc1, 1024) + # Apply Dropout (if is_training is False, dropout is not applied) + fc1 = tf.layers.dropout(fc1, rate=dropout, training=is_training) + + # Output layer, class prediction + out = tf.layers.dense(fc1, n_classes) + + return out + + +# Define the model function (following TF Estimator Template) +def model_fn(features, labels, mode): + # Build the neural network + # Because Dropout have different behavior at training and prediction time, we + # need to create 2 distinct computation graphs that still share the same weights. + logits_train = conv_net( + features, num_classes, dropout, reuse=False, is_training=True + ) + logits_test = conv_net( + features, num_classes, dropout, reuse=True, is_training=False + ) + + # Predictions + pred_classes = tf.argmax(logits_test, axis=1) + pred_probas = tf.nn.softmax(logits_test) + + # If prediction mode, early return + if mode == tf.estimator.ModeKeys.PREDICT: + return tf.estimator.EstimatorSpec(mode, predictions=pred_classes) + + # Define loss and optimizer + loss_op = tf.reduce_mean( + tf.nn.sparse_softmax_cross_entropy_with_logits( + logits=logits_train, labels=tf.cast(labels, dtype=tf.int32) + ) + ) + optimizer = tf.train.AdamOptimizer(learning_rate=learning_rate) + train_op = optimizer.minimize(loss_op, global_step=tf.train.get_global_step()) + + # Evaluate the accuracy of the model + acc_op = tf.metrics.accuracy(labels=labels, predictions=pred_classes) + + # TF Estimators requires to return a EstimatorSpec, that specify + # the different ops for training, evaluating, ... + estim_specs = tf.estimator.EstimatorSpec( + mode=mode, + predictions=pred_classes, + loss=loss_op, + train_op=train_op, + eval_metric_ops={"accuracy": acc_op}, + ) + + return estim_specs + + +# Build the Estimator +model = tf.estimator.Estimator(model_fn) + +# Define the input function for training +input_fn = tf.estimator.inputs.numpy_input_fn( + x={"images": mnist.train.images}, + y=mnist.train.labels, + batch_size=batch_size, + num_epochs=None, + shuffle=True, +) +# Train the Model +model.train(input_fn, steps=num_steps) + +# Evaluate the Model +# Define the input function for evaluating +input_fn = tf.estimator.inputs.numpy_input_fn( + x={"images": mnist.test.images}, + y=mnist.test.labels, + batch_size=batch_size, + shuffle=False, +) +# Use the Estimator 'evaluate' method +e = model.evaluate(input_fn) + +print("Testing Accuracy:", e["accuracy"]) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_reshape3.py b/com.ibm.wala.cast.python.test/data/tf2_test_reshape3.py new file mode 100644 index 000000000..ed12f0280 --- /dev/null +++ b/com.ibm.wala.cast.python.test/data/tf2_test_reshape3.py @@ -0,0 +1,13 @@ +# https://www.tensorflow.org/versions/r2.9/api_docs/python/tf/reshape + +import tensorflow as tf + + +def f(a): + pass + + +t1 = [[1, 2, 3], [4, 5, 6]] + +t2 = tf.reshape(t1, [6]) +f(t2) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method.py index 5012d8fc3..89a56d302 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method.py @@ -3,9 +3,9 @@ class MyClass: - @staticmethod - def the_static_method(x): - assert isinstance(x, tf.Tensor) + @staticmethod + def the_static_method(x): + assert isinstance(x, tf.Tensor) MyClass.the_static_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method10.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method10.py index 815e68811..4a2470835 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method10.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method10.py @@ -3,10 +3,10 @@ class MyClass: - @staticmethod - def the_static_method(x, y): - assert isinstance(x, tf.Tensor) - assert isinstance(y, tf.Tensor) + @staticmethod + def the_static_method(x, y): + assert isinstance(x, tf.Tensor) + assert isinstance(y, tf.Tensor) MyClass().the_static_method(tf.constant(1), tf.constant(2)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method11.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method11.py index 87e956aa2..c5fec18fd 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method11.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method11.py @@ -2,16 +2,16 @@ def f(x): - assert isinstance(x, tf.Tensor) + assert isinstance(x, tf.Tensor) class MyClass: - @staticmethod - @tf.function - def the_static_method(x): - assert isinstance(x, tf.Tensor) - f(x) + @staticmethod + @tf.function + def the_static_method(x): + assert isinstance(x, tf.Tensor) + f(x) MyClass().the_static_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method12.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method12.py index 90b5e507f..c5bde828b 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method12.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method12.py @@ -2,15 +2,15 @@ def f(x): - assert isinstance(x, tf.Tensor) + assert isinstance(x, tf.Tensor) class MyClass: - @staticmethod - def the_static_method(x): - assert isinstance(x, tf.Tensor) - f(x) + @staticmethod + def the_static_method(x): + assert isinstance(x, tf.Tensor) + f(x) MyClass().the_static_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method2.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method2.py index 8fb9b8b4e..5090b669a 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method2.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method2.py @@ -3,10 +3,10 @@ class MyClass: - @staticmethod - @tf.function - def the_static_method(x): - assert isinstance(x, tf.Tensor) + @staticmethod + @tf.function + def the_static_method(x): + assert isinstance(x, tf.Tensor) MyClass.the_static_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method3.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method3.py index b4b4344de..3ef6f1405 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method3.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method3.py @@ -3,9 +3,9 @@ class MyClass: - @tf.function - def the_static_method(x): - assert isinstance(x, tf.Tensor) + @tf.function + def the_static_method(x): + assert isinstance(x, tf.Tensor) MyClass.the_static_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method4.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method4.py index 330d1849c..7b5b79e97 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method4.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method4.py @@ -3,8 +3,8 @@ class MyClass: - def the_static_method(x): - assert isinstance(x, tf.Tensor) + def the_static_method(x): + assert isinstance(x, tf.Tensor) MyClass.the_static_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method5.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method5.py index 1e85fa573..120982472 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method5.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method5.py @@ -3,10 +3,10 @@ class MyClass: - @staticmethod - @tf.function - def the_static_method(x): - assert isinstance(x, tf.Tensor) + @staticmethod + @tf.function + def the_static_method(x): + assert isinstance(x, tf.Tensor) MyClass().the_static_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method6.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method6.py index ca95b5b7d..359ba0cc7 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method6.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method6.py @@ -3,9 +3,9 @@ class MyClass: - @staticmethod - def the_static_method(x): - assert isinstance(x, tf.Tensor) + @staticmethod + def the_static_method(x): + assert isinstance(x, tf.Tensor) MyClass().the_static_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method7.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method7.py index 4d4d03ce7..f28eff823 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method7.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method7.py @@ -3,9 +3,9 @@ class MyClass: - @tf.function - def the_static_method(self, x): - assert isinstance(x, tf.Tensor) + @tf.function + def the_static_method(self, x): + assert isinstance(x, tf.Tensor) MyClass().the_static_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method8.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method8.py index 9c867880a..4e28a4ae0 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method8.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method8.py @@ -3,8 +3,8 @@ class MyClass: - def the_static_method(self, x): - assert isinstance(x, tf.Tensor) + def the_static_method(self, x): + assert isinstance(x, tf.Tensor) MyClass().the_static_method(tf.constant(1)) diff --git a/com.ibm.wala.cast.python.test/data/tf2_test_static_method9.py b/com.ibm.wala.cast.python.test/data/tf2_test_static_method9.py index 7e804594c..ffd24a8c2 100644 --- a/com.ibm.wala.cast.python.test/data/tf2_test_static_method9.py +++ b/com.ibm.wala.cast.python.test/data/tf2_test_static_method9.py @@ -3,11 +3,11 @@ class MyClass: - @staticmethod - @tf.function - def the_static_method(x, y): - assert isinstance(x, tf.Tensor) - assert isinstance(y, tf.Tensor) + @staticmethod + @tf.function + def the_static_method(x, y): + assert isinstance(x, tf.Tensor) + assert isinstance(y, tf.Tensor) MyClass().the_static_method(tf.constant(1), tf.constant(2)) diff --git a/com.ibm.wala.cast.python.test/source/com/ibm/wala/cast/python/test/TestCalls.java b/com.ibm.wala.cast.python.test/source/com/ibm/wala/cast/python/test/TestCalls.java index d784a0472..7df85d127 100644 --- a/com.ibm.wala.cast.python.test/source/com/ibm/wala/cast/python/test/TestCalls.java +++ b/com.ibm.wala.cast.python.test/source/com/ibm/wala/cast/python/test/TestCalls.java @@ -12,10 +12,13 @@ import com.ibm.wala.util.CancelException; import java.io.IOException; import java.util.Collections; +import java.util.logging.Logger; import org.junit.Test; public class TestCalls extends TestPythonCallGraphShape { + private static final Logger LOGGER = Logger.getLogger(TestCalls.class.getName()); + protected static final Object[][] assertionsCalls1 = new Object[][] { new Object[] {ROOT, new String[] {"script calls1.py"}}, @@ -328,4 +331,61 @@ public void testPytestCalls3() callGraph); verifyGraphAssertions(callGraph, PYTEST_ASSERTIONS3); } + + protected static final Object[][] CLICK_ASSERTIONS = + new Object[][] { + new Object[] {ROOT, new String[] {"script click_calls.py"}}, + new Object[] { + "script click_calls.py", + new String[] { + "script click_calls.py/train", + } + } + }; + + @Test + public void testClickCalls() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + PythonAnalysisEngine engine = this.makeEngine("click_calls.py"); + PropagationCallGraphBuilder callGraphBuilder = engine.defaultCallGraphBuilder(); + CallGraph callGraph = callGraphBuilder.makeCallGraph(callGraphBuilder.getOptions()); + + CAstCallGraphUtil.AVOID_DUMP.set(false); + CAstCallGraphUtil.dumpCG( + (SSAContextInterpreter) callGraphBuilder.getContextInterpreter(), + callGraphBuilder.getPointerAnalysis(), + callGraph); + LOGGER.info("Call graph: " + callGraph); + + verifyGraphAssertions(callGraph, CLICK_ASSERTIONS); + } + + protected static final Object[][] ABSEIL_ASSERTIONS = + new Object[][] { + new Object[] {ROOT, new String[] {"script abseil_calls.py"}}, + new Object[] {"script abseil_calls.py", new String[] {"absl/run"}}, + new Object[] { + "absl/run", + new String[] { + "script abseil_calls.py/main", + } + } + }; + + @Test + public void testAbseilCalls() + throws ClassHierarchyException, IllegalArgumentException, CancelException, IOException { + PythonAnalysisEngine engine = this.makeEngine("abseil_calls.py"); + PropagationCallGraphBuilder callGraphBuilder = engine.defaultCallGraphBuilder(); + CallGraph callGraph = callGraphBuilder.makeCallGraph(callGraphBuilder.getOptions()); + + CAstCallGraphUtil.AVOID_DUMP.set(false); + CAstCallGraphUtil.dumpCG( + (SSAContextInterpreter) callGraphBuilder.getContextInterpreter(), + callGraphBuilder.getPointerAnalysis(), + callGraph); + LOGGER.info("Call graph: " + callGraph); + + verifyGraphAssertions(callGraph, ABSEIL_ASSERTIONS); + } } diff --git a/com.ibm.wala.cast.python/.pydevproject b/com.ibm.wala.cast.python/.pydevproject index 2b045655f..67cab1ccc 100644 --- a/com.ibm.wala.cast.python/.pydevproject +++ b/com.ibm.wala.cast.python/.pydevproject @@ -1,5 +1,6 @@ - - Default - python interpreter + + + Default + python interpreter diff --git a/com.ibm.wala.cast.python/META-INF/MANIFEST.MF b/com.ibm.wala.cast.python/META-INF/MANIFEST.MF index e9a3334b4..ade715561 100644 --- a/com.ibm.wala.cast.python/META-INF/MANIFEST.MF +++ b/com.ibm.wala.cast.python/META-INF/MANIFEST.MF @@ -17,5 +17,5 @@ Export-Package: com.ibm.wala.cast.python.analysis.ap, com.ibm.wala.cast.python.types, com.ibm.wala.cast.python.util Bundle-Vendor: IBM -Bundle-RequiredExecutionEnvironment: JavaSE-1.8 +Bundle-RequiredExecutionEnvironment: JavaSE-17 Automatic-Module-Name: com.ibm.wala.cast.python diff --git a/com.ibm.wala.cast.python/build.gradle b/com.ibm.wala.cast.python/build.gradle index 2db197286..ae1bc7d86 100644 --- a/com.ibm.wala.cast.python/build.gradle +++ b/com.ibm.wala.cast.python/build.gradle @@ -25,7 +25,7 @@ publishing { } } } - + repositories { mavenLocal() mavenCentral() @@ -42,4 +42,4 @@ dependencies { 'org.json:json:20160212', 'commons-cli:commons-cli:1.3.1', 'org.eclipse.lsp4j:org.eclipse.lsp4j:0.5.0') -} \ No newline at end of file +} diff --git a/com.ibm.wala.cast.python/data/abseil.xml b/com.ibm.wala.cast.python/data/abseil.xml new file mode 100644 index 000000000..2ff9a784d --- /dev/null +++ b/com.ibm.wala.cast.python/data/abseil.xml @@ -0,0 +1,27 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/com.ibm.wala.cast.python/data/click.xml b/com.ibm.wala.cast.python/data/click.xml new file mode 100644 index 000000000..2c88587b8 --- /dev/null +++ b/com.ibm.wala.cast.python/data/click.xml @@ -0,0 +1,54 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/client/PythonAnalysisEngine.java b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/client/PythonAnalysisEngine.java index 93c129023..7638a13e4 100644 --- a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/client/PythonAnalysisEngine.java +++ b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/client/PythonAnalysisEngine.java @@ -1,6 +1,7 @@ package com.ibm.wala.cast.python.client; import static java.util.Collections.emptyList; +import static java.util.logging.Level.SEVERE; import com.ibm.wala.cast.ipa.callgraph.AstCFAPointerKeys; import com.ibm.wala.cast.ipa.callgraph.AstContextInsensitiveSSAContextInterpreter; @@ -61,11 +62,13 @@ import com.ibm.wala.types.TypeReference; import com.ibm.wala.util.CancelException; import com.ibm.wala.util.WalaException; +import com.ibm.wala.util.WalaRuntimeException; import com.ibm.wala.util.collections.HashMapFactory; import com.ibm.wala.util.collections.HashSetFactory; import java.io.File; import java.io.IOException; import java.lang.reflect.InvocationTargetException; +import java.util.Arrays; import java.util.Collection; import java.util.Collections; import java.util.List; @@ -79,6 +82,12 @@ public abstract class PythonAnalysisEngine private static final Logger logger = Logger.getLogger(PythonAnalysisEngine.class.getName()); + /** Library summaries to load. */ + private static final String[] LIBRARIES = + new String[] { + "flask.xml", "pandas.xml", "functools.xml", "pytest.xml", "click.xml", "abseil.xml" + }; + protected PythonSSAPropagationCallGraphBuilder builder; static { @@ -148,21 +157,18 @@ public void buildAnalysisScope() throws IOException { @Override public IClassHierarchy buildClassHierarchy() { IClassHierarchy cha = null; - try { cha = SeqClassHierarchyFactory.make(scope, loader); } catch (ClassHierarchyException e) { - assert false : e; - return null; + final String msg = "Failed to build class hierarchy."; + logger.log(SEVERE, msg, e); + throw new WalaRuntimeException(msg, e); } try { Util.checkForFrontEndErrors(cha); } catch (WalaException e) { - logger.log( - Level.WARNING, - e, - () -> "Encountered WALA exception, most likely from front-end parsing errors."); + logger.log(Level.WARNING, e, () -> "Encountered WALA exception: " + e.getLocalizedMessage()); } setClassHierarchy(cha); @@ -309,10 +315,8 @@ protected void addBypassLogic(IClassHierarchy cha, AnalysisOptions options) { BuiltinFunctions builtins = new BuiltinFunctions(cha); options.setSelector(builtins.builtinClassTargetSelector(options.getClassTargetSelector())); - addSummaryBypassLogic(options, "flask.xml"); - addSummaryBypassLogic(options, "pandas.xml"); - addSummaryBypassLogic(options, "functools.xml"); - addSummaryBypassLogic(options, "pytest.xml"); + // load the library summaries. + Arrays.stream(LIBRARIES).forEach(l -> addSummaryBypassLogic(options, l)); } @Override diff --git a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PytestEntrypointBuilder.java b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PytestEntrypointBuilder.java index dac56b80f..5e169d56c 100644 --- a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PytestEntrypointBuilder.java +++ b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PytestEntrypointBuilder.java @@ -1,6 +1,7 @@ package com.ibm.wala.cast.python.ipa.callgraph; -import static com.ibm.wala.cast.python.types.Util.getFilename; +import static com.ibm.wala.cast.python.types.Util.getRelativeFilename; +import static com.ibm.wala.cast.python.util.Util.PYTHON_FILE_EXTENSION; import static java.util.Objects.requireNonNull; import com.ibm.wala.cast.python.loader.PythonLoader.DynamicMethodBody; @@ -47,7 +48,11 @@ public Iterable createEntrypoints(IClassHierarchy cha) { result.add(new PytesttEntrypoint(methodReference, cha)); - logger.fine(() -> "Adding test method as entry point: " + methodReference.getName() + "."); + logger.fine( + () -> + "Adding test method as entry point: " + + methodReference.getDeclaringClass().getName() + + "."); } } @@ -66,15 +71,18 @@ public static boolean isPytestCase(IClass klass) { final TypeName typeName = klass.getReference().getName(); if (typeName.toString().startsWith("Lscript ")) { - final String fileName = getFilename(typeName); + final String fileNameWithoutExtension = + getRelativeFilename(typeName).replace("." + PYTHON_FILE_EXTENSION, ""); + assert !fileNameWithoutExtension.endsWith("." + PYTHON_FILE_EXTENSION); + final Atom className = typeName.getClassName(); // In Ariadne, a script is an invokable entity like a function. - final boolean script = className.toString().endsWith(".py"); + final boolean script = className.toString().endsWith("." + PYTHON_FILE_EXTENSION); if (!script // it's not an invokable script. - && (fileName.startsWith("test_") - || fileName.endsWith("_test")) // we're inside of a "test" file, + && (fileNameWithoutExtension.startsWith("test_") + || fileNameWithoutExtension.endsWith("_test")) // we're inside of a "test" file, && !(klass instanceof PythonClass)) { // classes aren't entrypoints. if (klass instanceof DynamicMethodBody) { // It's a method. In Ariadne, functions are also classes. diff --git a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonConstructorTargetSelector.java b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonConstructorTargetSelector.java index 6312868cb..8a6b5d2cd 100644 --- a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonConstructorTargetSelector.java +++ b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonConstructorTargetSelector.java @@ -184,10 +184,11 @@ public IMethod getCalleeTarget(CGNode caller, CallSiteReference site, IClass rec PythonTypes.Root))); pc++; - int[] cps = new int[init.getNumberOfParameters()]; + int numberOfParameters = init.getNumberOfParameters(); + int[] cps = new int[numberOfParameters > 1 ? numberOfParameters : 2]; cps[0] = fv; cps[1] = inst; - for (int j = 2; j < init.getNumberOfParameters(); j++) { + for (int j = 2; j < numberOfParameters; j++) { cps[j] = j; } diff --git a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonInstanceMethodTrampolineTargetSelector.java b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonInstanceMethodTrampolineTargetSelector.java index 0fcc65458..5dc108a42 100644 --- a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonInstanceMethodTrampolineTargetSelector.java +++ b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonInstanceMethodTrampolineTargetSelector.java @@ -12,10 +12,10 @@ import static com.ibm.wala.cast.python.types.PythonTypes.STATIC_METHOD; import static com.ibm.wala.cast.python.types.Util.getDeclaringClassTypeReference; +import static com.ibm.wala.cast.python.util.Util.getAllocationSiteInNode; import static com.ibm.wala.cast.python.util.Util.isClassMethod; import static com.ibm.wala.types.annotations.Annotation.make; -import com.ibm.wala.cast.ipa.callgraph.ScopeMappingInstanceKeys.ScopeMappingInstanceKey; import com.ibm.wala.cast.loader.DynamicCallSiteReference; import com.ibm.wala.cast.python.client.PythonAnalysisEngine; import com.ibm.wala.cast.python.ipa.summaries.PythonInstanceMethodTrampoline; @@ -30,7 +30,6 @@ import com.ibm.wala.ipa.callgraph.CGNode; import com.ibm.wala.ipa.callgraph.MethodTargetSelector; import com.ibm.wala.ipa.callgraph.propagation.AllocationSiteInNode; -import com.ibm.wala.ipa.callgraph.propagation.ConstantKey; import com.ibm.wala.ipa.callgraph.propagation.InstanceKey; import com.ibm.wala.ipa.callgraph.propagation.PointerKey; import com.ibm.wala.ipa.callgraph.propagation.PointerKeyFactory; @@ -280,71 +279,6 @@ private IClass getCallable(CGNode caller, IClassHierarchy cha, PythonInvokeInstr return null; } - /** - * Extracts the {@link AllocationSiteInNode} from the given {@link InstanceKey}. If the given - * {@link InstanceKey} is an instance of {@link AllocationSiteInNode}, then it itself is returned. - * If the given {@link InstanceKey} is a {@link ScopeMappingInstanceKey}, then it's base {@link - * InstanceKey} is returned if it is an instance {@link AllocationSiteInNode}. - * - * @param instanceKey The {@link InstanceKey} in question. - * @return The {@link AllocationSiteInNode} corresponding to the given {@link InstanceKey} - * according to the above scheme. - */ - private static AllocationSiteInNode getAllocationSiteInNode(InstanceKey instanceKey) { - if (instanceKey instanceof AllocationSiteInNode) return (AllocationSiteInNode) instanceKey; - else if (instanceKey instanceof ScopeMappingInstanceKey) { - ScopeMappingInstanceKey smik = (ScopeMappingInstanceKey) instanceKey; - InstanceKey baseInstanceKey = smik.getBase(); - - if (baseInstanceKey instanceof AllocationSiteInNode) - return (AllocationSiteInNode) baseInstanceKey; - else if (baseInstanceKey instanceof ConstantKey) { - return getAllocationSiteInNode((ConstantKey) baseInstanceKey); - } else - throw new IllegalArgumentException( - "Can't extract AllocationSiteInNode from: " - + baseInstanceKey - + ". Not expecting: " - + baseInstanceKey.getClass() - + "."); - } else if (instanceKey instanceof ConstantKey) { - return getAllocationSiteInNode((ConstantKey) instanceKey); - } else - throw new IllegalArgumentException( - "Can't extract AllocationSiteInNode from: " - + instanceKey - + ". Not expecting: " - + instanceKey.getClass() - + "."); - } - - /** - * If the given {@link ConstantKey}'s value is null, then issue a warning and return - * null. Otherwise, throw an {@link IllegalArgumentException} stating that an {@link - * AllocationSiteInNode} cannot be extracted from the given {@link ConstantKey}. A value of - * null most likely indicates that a receiver can potentially be null. - * - * @param constantKey The {@link ConstantKey} from which to extract the corresponding {@link - * AllocationSiteInNode}. - * @return null if the given {@link ConstantKey}'s value is null. - * @throws IllegalArgumentException If the constant's value is another else other than null - * . - */ - private static AllocationSiteInNode getAllocationSiteInNode(ConstantKey constantKey) { - Object value = constantKey.getValue(); - - if (value == null) { - LOGGER.warning("Can't extract AllocationSiteInNode from: " + constantKey + "."); - return null; - } else - throw new IllegalArgumentException( - "Can't extract AllocationSiteInNode from: " - + constantKey - + ". Not expecting value of: " - + value - + " from ConstantKey."); - } - public PythonAnalysisEngine getEngine() { return engine; } diff --git a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonSSAPropagationCallGraphBuilder.java b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonSSAPropagationCallGraphBuilder.java index b1035efd7..346972d96 100644 --- a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonSSAPropagationCallGraphBuilder.java +++ b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ipa/callgraph/PythonSSAPropagationCallGraphBuilder.java @@ -10,6 +10,10 @@ *****************************************************************************/ package com.ibm.wala.cast.python.ipa.callgraph; +import static com.ibm.wala.cast.python.util.Util.IMPORT_WILDCARD_CHARACTER; +import static com.ibm.wala.cast.python.util.Util.MODULE_INITIALIZATION_FILENAME; +import static com.ibm.wala.cast.python.util.Util.PYTHON_FILE_EXTENSION; + import com.google.common.collect.Maps; import com.ibm.wala.cast.ipa.callgraph.AstSSAPropagationCallGraphBuilder; import com.ibm.wala.cast.ipa.callgraph.GlobalObjectKey; @@ -22,6 +26,7 @@ import com.ibm.wala.classLoader.IClass; import com.ibm.wala.classLoader.IField; import com.ibm.wala.classLoader.NewSiteReference; +import com.ibm.wala.core.util.CancelRuntimeException; import com.ibm.wala.core.util.strings.Atom; import com.ibm.wala.fixpoint.AbstractOperator; import com.ibm.wala.ipa.callgraph.AnalysisOptions; @@ -50,6 +55,7 @@ import com.ibm.wala.types.MethodReference; import com.ibm.wala.types.TypeName; import com.ibm.wala.types.TypeReference; +import com.ibm.wala.util.CancelException; import com.ibm.wala.util.collections.Pair; import com.ibm.wala.util.intset.IntIterator; import com.ibm.wala.util.intset.IntSet; @@ -112,22 +118,20 @@ protected boolean sameMethod(CGNode opNode, String definingMethod) { private static final Collection types = Arrays.asList(PythonTypes.string, TypeReference.Int); + /** + * A mapping of script names to wildcard imports. We use a {@link Deque} here because we want to + * always examine the last (front of the queue) encountered wildcard import library for known + * names assuming that import instructions are traversed from first to last. + */ + private Map> scriptToWildcardImports = Maps.newHashMap(); + public static class PythonConstraintVisitor extends AstConstraintVisitor implements PythonInstructionVisitor { private static final String GLOBAL_IDENTIFIER = "global"; - private static final String IMPORT_WILDCARD_CHARACTER = "*"; - private static final Atom IMPORT_FUNCTION_NAME = Atom.findOrCreateAsciiAtom("import"); - /** - * A mapping of script names to wildcard imports. We use a {@link Deque} here because we want to - * always examine the last (front of the queue) encountered wildcard import library for known - * names assuming that import instructions are traversed from first to last. - */ - private static Map> scriptToWildcardImports = Maps.newHashMap(); - @Override protected PythonSSAPropagationCallGraphBuilder getBuilder() { return (PythonSSAPropagationCallGraphBuilder) builder; @@ -218,53 +222,88 @@ public void visitArrayStore(SSAArrayStoreInstruction inst) { public void visitPropertyRead(AstPropertyRead instruction) { super.visitPropertyRead(instruction); - int memberRef = instruction.getMemberRef(); - - if (this.ir.getSymbolTable().isConstant(memberRef)) { - Object constantValue = this.ir.getSymbolTable().getConstantValue(memberRef); + if (this.ir.getSymbolTable().isConstant(instruction.getMemberRef())) { + Object constantValue = + this.ir.getSymbolTable().getConstantValue(instruction.getMemberRef()); if (Objects.equals(constantValue, IMPORT_WILDCARD_CHARACTER)) { // We have a wildcard. - logger.fine("Detected wildcard for " + memberRef + " in " + instruction + "."); - - int objRef = instruction.getObjectRef(); - logger.fine("Seeing if " + objRef + " refers to an import."); - - SSAInstruction def = this.du.getDef(objRef); - logger.finer("Found definition: " + def + "."); - - TypeName scriptTypeName = - this.ir.getMethod().getReference().getDeclaringClass().getName(); - logger.finer("Found script: " + scriptTypeName + "."); - - Atom scriptPackage = scriptTypeName.getPackage(); - logger.finer("Found script package: " + scriptPackage + "."); - - String scriptName = - scriptPackage == null - ? scriptTypeName.getClassName().toString() - : scriptPackage.toString() + "/" + scriptTypeName.getClassName().toString(); - logger.fine("Script name is: " + scriptName); - - if (def instanceof SSAInvokeInstruction) { - // Library case. - SSAInvokeInstruction invokeInstruction = (SSAInvokeInstruction) def; - MethodReference declaredTarget = invokeInstruction.getDeclaredTarget(); - Atom declaredTargetName = declaredTarget.getName(); - - if (declaredTargetName.equals(IMPORT_FUNCTION_NAME)) { - // It's an import "statement" importing a library. - logger.fine("Found library import statement in: " + scriptTypeName + "."); - - logger.info( - "Adding: " - + declaredTarget.getDeclaringClass().getName().getClassName() - + " to wildcard imports for: " - + scriptName - + "."); - - // Add the library to the script's queue of wildcard imports. - scriptToWildcardImports.compute( + logger.fine( + "Detected wildcard for " + instruction.getMemberRef() + " in " + instruction + "."); + + processWildcardImports(instruction); + } + + // check if we are reading from an module initialization script. + SSAInstruction objRefDef = du.getDef(instruction.getObjectRef()); + logger.finest( + () -> + "Found def: " + + objRefDef + + " for object reference: " + + instruction.getObjectRef() + + " in instruction: " + + instruction + + "."); + + if (objRefDef instanceof AstGlobalRead) { + AstGlobalRead agr = (AstGlobalRead) objRefDef; + String fieldName = getStrippedDeclaredFieldName(agr); + logger.finer("Found field name: " + fieldName); + + // if the "receiver" is a module initialization script. + if (fieldName.toString().endsWith("/" + MODULE_INITIALIZATION_FILENAME)) + try { + processWildcardImports(instruction, fieldName, constantValue.toString()); + } catch (CancelException e) { + throw new CancelRuntimeException(e); + } + } + } + } + + /** + * Processes the given {@link AstPropertyRead} for any potential wildcard imports being utilized + * by the instruction. + * + * @param instruction The {@link AstPropertyRead} whose definition may depend on a wildcard + * import. + */ + private void processWildcardImports(AstPropertyRead instruction) { + int objRef = instruction.getObjectRef(); + logger.fine("Seeing if " + objRef + " refers to an import."); + + SSAInstruction def = this.du.getDef(objRef); + logger.finer("Found definition: " + def + "."); + + TypeName scriptTypeName = this.ir.getMethod().getReference().getDeclaringClass().getName(); + logger.finer("Found script: " + scriptTypeName + "."); + + String scriptName = getScriptName(scriptTypeName); + logger.fine("Script name is: " + scriptName); + assert scriptName.endsWith("." + PYTHON_FILE_EXTENSION); + + if (def instanceof SSAInvokeInstruction) { + // Library case. + SSAInvokeInstruction invokeInstruction = (SSAInvokeInstruction) def; + MethodReference declaredTarget = invokeInstruction.getDeclaredTarget(); + Atom declaredTargetName = declaredTarget.getName(); + + if (declaredTargetName.equals(IMPORT_FUNCTION_NAME)) { + // It's an import "statement" importing a library. + logger.fine("Found library import statement in: " + scriptTypeName + "."); + + logger.info( + "Adding: " + + declaredTarget.getDeclaringClass().getName().toString().substring(1) + + " to wildcard imports for: " + + scriptName + + "."); + + // Add the library to the script's queue of wildcard imports. + getBuilder() + .getScriptToWildcardImports() + .compute( scriptName, (k, v) -> { if (v == null) { @@ -276,31 +315,25 @@ public void visitPropertyRead(AstPropertyRead instruction) { return v; } }); - } - } else if (def instanceof SSAGetInstruction) { - // We are importing from a script. - SSAGetInstruction getInstruction = (SSAGetInstruction) def; - FieldReference declaredField = getInstruction.getDeclaredField(); - Atom fieldName = declaredField.getName(); - String strippedFieldName = - fieldName.toString().substring(GLOBAL_IDENTIFIER.length() + 1); - TypeReference typeReference = - TypeReference.findOrCreate(PythonTypes.pythonLoader, "L" + strippedFieldName); - MethodReference methodReference = - MethodReference.findOrCreate( - typeReference, - Atom.findOrCreateAsciiAtom("do"), - Descriptor.findOrCreate(null, PythonTypes.rootTypeName)); - - logger.info( - "Adding: " - + methodReference.getDeclaringClass().getName().getClassName() - + " to wildcard imports for: " - + scriptName - + "."); - - // Add the script to the queue of this script's wildcard imports. - scriptToWildcardImports.compute( + } + } else if (def instanceof SSAGetInstruction) { + // We are importing from a script. + SSAGetInstruction getInstruction = (SSAGetInstruction) def; + String strippedFieldName = getStrippedDeclaredFieldName(getInstruction); + + MethodReference methodReference = getMethodReferenceRepresentingScript(strippedFieldName); + + logger.info( + "Adding: " + + methodReference.getDeclaringClass().getName().toString().substring(1) + + " to wildcard imports for: " + + scriptName + + "."); + + // Add the script to the queue of this script's wildcard imports. + getBuilder() + .getScriptToWildcardImports() + .compute( scriptName, (k, v) -> { if (v == null) { @@ -312,45 +345,131 @@ public void visitPropertyRead(AstPropertyRead instruction) { return v; } }); - } - } - } + } else if (def instanceof AstPropertyRead) processWildcardImports((AstPropertyRead) def); + else + throw new IllegalArgumentException( + "Not expecting the definition: " + + def + + " of the object reference of: " + + instruction + + " to be: " + + def.getClass()); + } + + /** + * Given a script's name, returns the {@link MethodReference} representing the script. + * + * @param scriptName The name of the script. + * @return The corresponding {@link MethodReference} representing the script. + */ + private static MethodReference getMethodReferenceRepresentingScript(String scriptName) { + TypeReference typeReference = + TypeReference.findOrCreate(PythonTypes.pythonLoader, "L" + scriptName); + + return MethodReference.findOrCreate( + typeReference, + Atom.findOrCreateAsciiAtom("do"), + Descriptor.findOrCreate(null, PythonTypes.rootTypeName)); } @Override public void visitAstGlobalRead(AstGlobalRead globalRead) { super.visitAstGlobalRead(globalRead); - TypeName scriptTypeName = this.ir.getMethod().getReference().getDeclaringClass().getName(); + TypeName enclosingMethodTypeName = + this.ir.getMethod().getReference().getDeclaringClass().getName(); - String scriptName = - (scriptTypeName.getPackage() == null - ? scriptTypeName.getClassName() - : scriptTypeName.getPackage()) - .toString(); - logger.finer("Script name is: " + scriptName + "."); + String scriptName = getScriptName(enclosingMethodTypeName); - PointerKey globalDefPK = this.getPointerKeyForLocal(globalRead.getDef()); - assert globalDefPK != null; + if (scriptName.endsWith("." + PYTHON_FILE_EXTENSION)) { + // We have a valid script name. + logger.fine("Script name is: " + scriptName); + String fieldName = getStrippedDeclaredFieldName(globalRead); + try { + processWildcardImports(globalRead, scriptName, fieldName); + } catch (CancelException e) { + throw new CancelRuntimeException(e); + } + } + } + + /** + * Returns the name of the script for the given {@link TypeName} representing a the name of a + * method. + * + * @param methodName The name of the method. + * @return The name of the corresponding script. + * @implNote In Ariadne, scripts are also "methods" with the name "do." + */ + private static String getScriptName(TypeName methodName) { + boolean script = methodName.toString().endsWith(PYTHON_FILE_EXTENSION); + + if (script) + return methodName.getPackage() == null + ? methodName.getClassName().toString() + : methodName.getPackage().toString() + "/" + methodName.getClassName().toString(); + else + return (methodName.getPackage() == null + ? methodName.getClassName() + : methodName.getPackage()) + .toString(); + } + + /** + * Processes the given {@link SSAInstruction} for any potential wildcard imports being utilized + * by the instruction. + * + * @param instruction The {@link SSAInstruction} whose definition may depend on a wildcard + * import. + * @param scriptName The name of the script to check for wildcard imports. + * @param fieldName The name of the field that may be imported using a wildcard. + */ + private void processWildcardImports( + SSAInstruction instruction, String scriptName, String fieldName) throws CancelException { + // Get the method reference for the given script. + MethodReference reference = getMethodReferenceRepresentingScript(scriptName); + + // Get the nodes for the script. + Set scriptNodes = this.getBuilder().getCallGraph().getNodes(reference); + + // For each node representing the script. + for (CGNode node : scriptNodes) { + // if we haven't visited the node yet. + if (!this.getBuilder().haveAlreadyVisited(node)) { + // visit the node first. Otherwise, we won't know if there are any wildcard imports in + // it. + this.getBuilder().addConstraintsFromNode(node, null); + + assert this.getBuilder().haveAlreadyVisited(node); + } + } // Are there any wildcard imports for this script? - if (scriptToWildcardImports.containsKey(scriptName)) { - logger.info("Found wildcard imports in " + scriptName + " for " + globalRead + "."); + if (getBuilder().getScriptToWildcardImports().containsKey(scriptName)) { + logger.info("Found wildcard imports in " + scriptName + " for " + instruction + "."); - Deque deque = scriptToWildcardImports.get(scriptName); + Deque deque = getBuilder().getScriptToWildcardImports().get(scriptName); for (MethodReference importMethodReference : deque) { logger.fine( "Library with wildcard import is: " - + importMethodReference.getDeclaringClass().getName().getClassName() + + importMethodReference.getDeclaringClass().getName().toString().substring(1) + "."); - String globalFieldName = getStrippedDeclaredFieldName(globalRead); - logger.fine("Examining global: " + globalFieldName + " for wildcard import."); + logger.fine("Examining global: " + fieldName + " for wildcard import."); CallGraph callGraph = this.getBuilder().getCallGraph(); Set nodes = callGraph.getNodes(importMethodReference); + if (nodes.isEmpty()) + logger.warning( + "Can't find CG node for import method: " + + importMethodReference.getSignature() + + "."); + + PointerKey defPK = this.getPointerKeyForLocal(instruction.getDef()); + assert defPK != null; + for (CGNode n : nodes) { for (Iterator nit = n.iterateNewSites(); nit.hasNext(); ) { NewSiteReference newSiteReference = nit.next(); @@ -358,15 +477,14 @@ public void visitAstGlobalRead(AstGlobalRead globalRead) { String name = newSiteReference.getDeclaredType().getName().getClassName().toString(); logger.finest("Examining: " + name + "."); - if (name.equals(globalFieldName)) { + if (name.equals(fieldName)) { logger.info("Found wildcard import for: " + name + "."); InstanceKey instanceKey = this.getBuilder().getInstanceKeyForAllocation(n, newSiteReference); - if (this.system.newConstraint(globalDefPK, instanceKey)) { - logger.fine( - "Added constraint that: " + globalDefPK + " gets: " + instanceKey + "."); + if (this.system.newConstraint(defPK, instanceKey)) { + logger.fine("Added constraint that: " + defPK + " gets: " + instanceKey + "."); return; } } @@ -382,25 +500,16 @@ public void visitAstGlobalRead(AstGlobalRead globalRead) { public void visitPut(SSAPutInstruction putInstruction) { FieldReference putField = putInstruction.getDeclaredField(); - if (globalFieldName.equals(putField.getName().toString())) { + if (fieldName.equals(putField.getName().toString())) { // Found it. int putVal = putInstruction.getVal(); - // Make the global def point to the put instruction value. - PointerKey putValPK = - PythonSSAPropagationCallGraphBuilder.PythonConstraintVisitor.this - .getBuilder() - .getPointerKeyForLocal(n, putVal); + // Make the def point to the put instruction value. + PointerKey putValPK = getBuilder().getPointerKeyForLocal(n, putVal); - if (PythonSSAPropagationCallGraphBuilder.PythonConstraintVisitor.this - .system.newConstraint(globalDefPK, assignOperator, putValPK)) + if (system.newConstraint(defPK, assignOperator, putValPK)) logger.fine( - "Added constraint that: " - + globalDefPK - + " gets: " - + putValPK - + "."); - return; + "Added constraint that: " + defPK + " gets: " + putValPK + "."); } } }); @@ -414,10 +523,8 @@ private static String getStrippedDeclaredFieldName(SSAGetInstruction instruction assert declaredFieldName.startsWith(GLOBAL_IDENTIFIER + " "); // Remove the global identifier. - String strippedDeclaredFieldName = - declaredFieldName.substring( - (GLOBAL_IDENTIFIER + " ").length(), declaredFieldName.length()); - return strippedDeclaredFieldName; + return declaredFieldName.substring( + (GLOBAL_IDENTIFIER + " ").length(), declaredFieldName.length()); } } @@ -573,4 +680,13 @@ public void visitPythonInvoke(PythonInvokeInstruction inst) { protected InterestingVisitor makeInterestingVisitor(CGNode node, int vn) { return new PythonInterestingVisitor(vn); } + + /** + * A mapping of script names to wildcard imports included in the script. + * + * @return A mapping of script names to wildcard imports included in the corresponding script. + */ + protected Map> getScriptToWildcardImports() { + return scriptToWildcardImports; + } } diff --git a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ir/PythonCAstToIRTranslator.java b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ir/PythonCAstToIRTranslator.java index 8ed1c96ba..5ac09c39b 100644 --- a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ir/PythonCAstToIRTranslator.java +++ b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ir/PythonCAstToIRTranslator.java @@ -11,9 +11,10 @@ package com.ibm.wala.cast.python.ir; import static com.google.common.io.Files.getNameWithoutExtension; -import static com.ibm.wala.cast.python.ir.PythonLanguage.MODULE_INITIALIZATION_FILENAME; import static com.ibm.wala.cast.python.ir.PythonLanguage.Python; import static com.ibm.wala.cast.python.types.PythonTypes.pythonLoader; +import static com.ibm.wala.cast.python.util.Util.IMPORT_WILDCARD_CHARACTER; +import static com.ibm.wala.cast.python.util.Util.MODULE_INITIALIZATION_FILENAME; import com.ibm.wala.cast.ir.ssa.AssignInstruction; import com.ibm.wala.cast.ir.ssa.AstGlobalRead; @@ -70,6 +71,7 @@ import java.util.HashSet; import java.util.List; import java.util.Map; +import java.util.Objects; import java.util.Set; import java.util.Stack; import java.util.function.Consumer; @@ -473,7 +475,7 @@ protected boolean visitScriptEntity( String scriptName = module.getName(); // if the module is the special initialization module. - if (scriptName.endsWith(MODULE_INITIALIZATION_FILENAME)) { + if (scriptName.endsWith("/" + MODULE_INITIALIZATION_FILENAME)) { // we've hit a module. Get the other scripts in the module. PythonLoader loader = (PythonLoader) this.loader; IClassHierarchy classHierarchy = loader.getClassHierarchy(); @@ -522,10 +524,13 @@ protected boolean visitScriptEntity( LOGGER.finer("Mapping: " + m + " to instructions."); List pythonPath = loader.getPythonPath(); + LOGGER.finest("PYTHONPATH is: " + pythonPath); + + Path path = Path.of(m.getURL().getFile()); + LOGGER.finer("Found module path: " + path + "."); for (File pathEntry : pythonPath) { - Path path = Path.of(m.getURL().getFile()); - LOGGER.finer("Found module path: " + path + "."); + LOGGER.finest("Path entry is:" + pathEntry); if (path.startsWith(pathEntry.toPath())) { // Found it. @@ -534,11 +539,18 @@ protected boolean visitScriptEntity( // Get the package name. Path packagePath = scriptRelativePath.getParent(); - LOGGER.fine("Package path is: " + packagePath + "."); + List instructions = new ArrayList(2); + if (packagePath == null) { + // it must be a top-level module. I don't think we need the extra instructions + // in this case. + LOGGER.finer("Found top-level module; no extra instructions needed."); + return instructions; + } + + LOGGER.fine("Package path is: " + packagePath + "."); LOGGER.finer("Mapping fields for package: " + packagePath + "."); - List instructions = new ArrayList(2); int res = 0; // Don't add a redundant global read for `__init__.py` for `moduleName`. @@ -571,7 +583,7 @@ protected boolean visitScriptEntity( LOGGER.finer("Creating module field reference: " + moduleField + "."); - // If we are looking at the package for `moduleName`.. + // If we are looking at the package for `moduleName`. if (moduleInitializationFile && packagePath.toString().equals(moduleName)) // use the existing global read for the script. res = 1; @@ -991,6 +1003,24 @@ protected void doPrimitive(int resultVal, WalkContext context, CAstNode primitiv ((AstInstructionFactory) insts) .PropertyRead( idx, resultVal, resultVal, context.currentScope().getConstantValue(eltName))); + + // if the module is the special initialization module and it's not a wildcard import. + if (context.getName().endsWith("/" + MODULE_INITIALIZATION_FILENAME) + && !Objects.equals(eltName, IMPORT_WILDCARD_CHARACTER)) { + // add the imported name to the module so that other files can use it. + FieldReference eltField = + FieldReference.findOrCreate( + PythonTypes.Root, Atom.findOrCreateUnicodeAtom(eltName), PythonTypes.Root); + + LOGGER.info("Adding write of field: " + eltField + " to initialization script."); + + // The script should be in v1. + idx = context.cfg().getCurrentInstruction(); + context + .cfg() + .addInstruction( + ((AstInstructionFactory) insts).PutInstruction(idx, 1, resultVal, eltField)); + } } } diff --git a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ir/PythonLanguage.java b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ir/PythonLanguage.java index 27722b75c..d9c792fa9 100644 --- a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ir/PythonLanguage.java +++ b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/ir/PythonLanguage.java @@ -65,13 +65,6 @@ public class PythonLanguage implements Language { public static PythonLanguage Python = new PythonLanguage(); - /** - * The Python standard module initialization file. These files - * are required to make Python treat directories containing the file as packages (unless using a - * namespace package, a relatively advanced feature). - */ - public static final String MODULE_INITIALIZATION_FILENAME = "__init__.py"; - private PythonLanguage() {} @Override diff --git a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/loader/PythonLoader.java b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/loader/PythonLoader.java index c5a0c0ebf..9b5e41836 100644 --- a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/loader/PythonLoader.java +++ b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/loader/PythonLoader.java @@ -1,7 +1,7 @@ package com.ibm.wala.cast.python.loader; import static com.ibm.wala.cast.python.types.PythonTypes.pythonLoader; -import static com.ibm.wala.cast.python.util.Util.getNameStream; +import static com.ibm.wala.cast.python.util.Util.getNames; import static java.util.stream.Collectors.toList; import com.ibm.wala.cast.ir.translator.AstTranslator.AstLexicalInformation; @@ -80,7 +80,7 @@ public DynamicMethodBody( // fill in the decorators. // FIXME: Process annotations with parameters. this.annotations = - getNameStream(entity.getAnnotations()) + getNames(entity.getAnnotations()).stream() .map(s -> "L" + s) .map(TypeName::findOrCreate) .map(tn -> TypeReference.findOrCreate(pythonLoader, tn)) diff --git a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/types/Util.java b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/types/Util.java index 2063e2435..93fb1b883 100644 --- a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/types/Util.java +++ b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/types/Util.java @@ -1,5 +1,7 @@ package com.ibm.wala.cast.python.types; +import static com.ibm.wala.cast.python.util.Util.PYTHON_FILE_EXTENSION; + import com.ibm.wala.cast.types.AstTypeReference; import com.ibm.wala.classLoader.IClassLoader; import com.ibm.wala.core.util.strings.Atom; @@ -7,25 +9,38 @@ import com.ibm.wala.types.MethodReference; import com.ibm.wala.types.TypeName; import com.ibm.wala.types.TypeReference; +import java.util.Arrays; public class Util { private static final String GLOBAL_KEYWORD = "global"; /** - * Returns the filename portion of the given {@link TypeName} representing a Python type. + * Returns the relative filename portion of the given {@link TypeName} representing a Python type. * * @param typeName A {@link TypeName} of a Python type. - * @return The filename portion of the given {@link TypeName}. + * @return The relative filename portion of the given {@link TypeName}. * @apiNote Python types include a file in their {@link TypeName}s in Ariadne. */ - public static String getFilename(final TypeName typeName) { - String ret = typeName.toString(); - ret = ret.substring("Lscript ".length()); + public static String getRelativeFilename(final TypeName typeName) { + String typeNameString = typeName.toString(); + + // Remove the script prefix. + typeNameString = typeNameString.substring("Lscript ".length()); + + // Extract the filename. + String[] segments = typeNameString.split("/"); + + String filename = + Arrays.stream(segments) + .filter(s -> s.endsWith("." + PYTHON_FILE_EXTENSION)) + .findFirst() + .orElseThrow(); - if (ret.indexOf('/') != -1) ret = ret.substring(0, ret.indexOf('/')); + assert filename.endsWith("." + PYTHON_FILE_EXTENSION) + : "Python files must have a \"" + PYTHON_FILE_EXTENSION + "\" extension."; - return ret; + return filename; } /** diff --git a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/util/Util.java b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/util/Util.java index 92c7aa20b..4af60a1b7 100644 --- a/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/util/Util.java +++ b/com.ibm.wala.cast.python/source/com/ibm/wala/cast/python/util/Util.java @@ -1,26 +1,32 @@ package com.ibm.wala.cast.python.util; import static com.google.common.collect.Iterables.concat; +import static com.google.common.io.Files.getNameWithoutExtension; import static com.ibm.wala.cast.python.types.PythonTypes.CAST_DYNAMIC_ANNOTATION; import static com.ibm.wala.cast.python.types.PythonTypes.CLASS_METHOD; import static com.ibm.wala.types.annotations.Annotation.make; import static java.util.Collections.emptyList; import static java.util.stream.Collectors.toList; +import com.ibm.wala.cast.ipa.callgraph.ScopeMappingInstanceKeys.ScopeMappingInstanceKey; import com.ibm.wala.cast.python.ipa.callgraph.PytestEntrypointBuilder; import com.ibm.wala.cast.python.ipa.summaries.PythonInstanceMethodTrampoline; import com.ibm.wala.cast.tree.CAstAnnotation; import com.ibm.wala.cast.tree.CAstNode; import com.ibm.wala.classLoader.IClass; import com.ibm.wala.ipa.callgraph.Entrypoint; +import com.ibm.wala.ipa.callgraph.propagation.AllocationSiteInNode; +import com.ibm.wala.ipa.callgraph.propagation.ConstantKey; +import com.ibm.wala.ipa.callgraph.propagation.InstanceKey; import com.ibm.wala.ipa.callgraph.propagation.PropagationCallGraphBuilder; import java.io.File; +import java.util.ArrayList; import java.util.Arrays; import java.util.Collection; import java.util.List; -import java.util.Objects; +import java.util.Optional; import java.util.logging.Logger; -import java.util.stream.Stream; +import java.util.stream.Collectors; public class Util { @@ -35,6 +41,22 @@ public class Util { /** Name of the annotation (decorator) that marks methods as a class method. */ public static final String CLASS_METHOD_ANNOTATION_NAME = "classmethod"; + /** All Python files must have this extension. */ + public static final String PYTHON_FILE_EXTENSION = "py"; + + /** + * The Python standard module initialization file. These files + * are required to make Python treat directories containing the file as packages (unless using a + * namespace package, a relatively advanced feature). + */ + public static final String MODULE_INITIALIZATION_FILENAME = "__init__." + PYTHON_FILE_EXTENSION; + + /** Name of the Python initialization file without the extension. */ + public static final String MODULE_INITIALIZATION_ENTITY_NAME = + getNameWithoutExtension(MODULE_INITIALIZATION_FILENAME); + + public static final String IMPORT_WILDCARD_CHARACTER = "*"; + /** * Add Pytest entrypoints to the given {@link PropagationCallGraphBuilder}. * @@ -69,28 +91,54 @@ public static List getPathFiles(String pathSequence) { return Arrays.asList(pathSequence.split(":")).stream().map(File::new).collect(toList()); } + public static String removeFileProtocolFromPath(String path) { + return path.replaceFirst("file:.*!/", ""); + } + /** - * Returns a {@link Stream} of annotation (decorator) names as {@link String}s from the given - * {@link Collection} of {@link CAstAnnotation}s. + * Returns a {@link Collection} of annotation (decorator) names as {@link String}s from the given + * {@link Collection} of {@link CAstAnnotation}s. The decorator names may be dot (.)-separated. * * @param annotations A {@link Collection} of {@link CAstAnnotation} for which to stream * annotation (decorator) names. - * @return A {@link Stream} of names as {@link String}s corresponding to the given annotations + * @return A {@link Collection} of names as {@link String}s corresponding to the given annotations * (decorators). + * @implNote The decorator names may not be fully-qualified. They are returned here as they are + * presented in the CAst. */ - public static Stream getNameStream(Collection annotations) { - if (annotations == null) return Stream.empty(); - - return annotations.stream() - .filter(a -> a.getType().equals(CAST_DYNAMIC_ANNOTATION)) - .map(a -> a.getArguments().get(DYNAMIC_ANNOTATION_KEY)) - .filter(Objects::nonNull) - .map(CAstNode.class::cast) - .map(n -> n.getChild(0)) - .map(n -> n.getChild(0)) - .map(CAstNode::getValue) - .filter(v -> v instanceof String) - .map(String.class::cast); + public static Collection getNames(Collection annotations) { + if (annotations == null) return emptyList(); + return annotations.stream().map(Util::getName).flatMap(Optional::stream).toList(); + } + + public static Optional getName(CAstAnnotation annotation) { + if (annotation.getType().equals(CAST_DYNAMIC_ANNOTATION)) { + CAstNode node = (CAstNode) annotation.getArguments().get(DYNAMIC_ANNOTATION_KEY); + List decoratorSegments = getDecoratorSegments(node.getChild(0)); + String decoratorName = decoratorSegments.stream().collect(Collectors.joining(".")); + return Optional.of(decoratorName); + } + + return Optional.empty(); + } + + private static List getDecoratorSegments(CAstNode node) { + List ret = new ArrayList<>(); + + if (node != null) { + List children = node.getChildren(); + + for (CAstNode child : children) { + List childDecoratorSegments = getDecoratorSegments(child); + ret.addAll(childDecoratorSegments); + } + + Object value = node.getValue(); + + if (value != null && value instanceof String) ret.add((String) value); + } + + return ret; } /** @@ -118,4 +166,68 @@ public static boolean isClassMethod(IClass method) { } private Util() {} + + /** + * If the given {@link ConstantKey}'s value is null, then issue a warning and return + * null. Otherwise, issue a warning stating that an {@link AllocationSiteInNode} + * cannot be extracted from the given {@link ConstantKey}. A value of + * null most likely indicates that a receiver can potentially be null. + * + * @param constantKey The {@link ConstantKey} from which to extract the corresponding {@link + * AllocationSiteInNode}. + * @return null. + */ + private static AllocationSiteInNode getAllocationSiteInNode(ConstantKey constantKey) { + Object value = constantKey.getValue(); + + if (value == null) + LOGGER.warning("Can't extract AllocationSiteInNode from: " + constantKey + "."); + else + LOGGER.warning( + "Can't extract AllocationSiteInNode from: " + + constantKey + + ". Not expecting value of: " + + value + + " from ConstantKey."); + + return null; + } + + /** + * Extracts the {@link AllocationSiteInNode} from the given {@link InstanceKey}. If the given + * {@link InstanceKey} is an instance of {@link AllocationSiteInNode}, then it itself is returned. + * If the given {@link InstanceKey} is a {@link ScopeMappingInstanceKey}, then it's base {@link + * InstanceKey} is returned if it is an instance {@link AllocationSiteInNode}. + * + * @param instanceKey The {@link InstanceKey} in question. + * @return The {@link AllocationSiteInNode} corresponding to the given {@link InstanceKey} + * according to the above scheme. + */ + public static AllocationSiteInNode getAllocationSiteInNode(InstanceKey instanceKey) { + if (instanceKey instanceof AllocationSiteInNode) return (AllocationSiteInNode) instanceKey; + else if (instanceKey instanceof ScopeMappingInstanceKey) { + ScopeMappingInstanceKey smik = (ScopeMappingInstanceKey) instanceKey; + InstanceKey baseInstanceKey = smik.getBase(); + + if (baseInstanceKey instanceof AllocationSiteInNode) + return (AllocationSiteInNode) baseInstanceKey; + else if (baseInstanceKey instanceof ConstantKey) { + return getAllocationSiteInNode((ConstantKey) baseInstanceKey); + } else + throw new IllegalArgumentException( + "Can't extract AllocationSiteInNode from: " + + baseInstanceKey + + ". Not expecting: " + + baseInstanceKey.getClass() + + "."); + } else if (instanceKey instanceof ConstantKey) { + return getAllocationSiteInNode((ConstantKey) instanceKey); + } else + throw new IllegalArgumentException( + "Can't extract AllocationSiteInNode from: " + + instanceKey + + ". Not expecting: " + + instanceKey.getClass() + + "."); + } } diff --git a/pom.xml b/pom.xml index a4dbe2b28..4fd0095cc 100644 --- a/pom.xml +++ b/pom.xml @@ -26,15 +26,14 @@ 0.0.1-SNAPSHOT 17 17 - 3.10.1 + 3.13.0 UTF-8 b000 1.6.4 2.43.0 - 3.0.0-M7 + 3.3.1 both ${maven.multiModuleProjectDirectory}/logging.properties - 24.1.1 @@ -71,7 +70,7 @@ commons-cli commons-cli - 1.3.1 + 1.8.0 org.json @@ -106,7 +105,7 @@ com.github.jnr jnr-constants - 0.9.12 + 0.10.4 org.codehaus.mojo @@ -118,6 +117,11 @@ spotless-maven-plugin ${spotless.version} + + org.codehaus.mojo + versions-maven-plugin + 2.15.0 + @@ -155,11 +159,53 @@ ${spotless.version} + + + **/* + + + **/target/ + **/__pycache__/ + **/*.swp + **/*.swp + **/*.swo + **/*.swn + **/.idea/ + **/.vscode/ + **/node_modules/ + **/cachedir/ + **/*~ + **/*.min.* + **/tmp.* + **/*.jar + **/*.exe + **/*.dll + **/*.class + **/*.png + **/*.jpg + **/*.gif + **/*.xml + **/.pydevproject + **/*pom.xml + **/*.md + **/.gitignore + **/*.java + **/*.gradle/ + **/.pytest_cache/ + **/*.log + **/*.pdf + + + + **/*.md **/.gitignore + + **/target/ + @@ -170,6 +216,7 @@ **/*.xml + **/.pydevproject **/plugin.xml @@ -193,20 +240,14 @@ 1.19.2 true + + false - - - . - - - ${black.version} - - diff --git a/requirements.txt b/requirements.txt index 64c985cfa..6876f3ca0 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1 +1 @@ -black==24.1.1 +black==24.8.0