diff --git a/build/pyplangenerator.sh b/build/pyplangenerator.sh old mode 100644 new mode 100755 index 1092c61d8..6fe4c86b1 --- a/build/pyplangenerator.sh +++ b/build/pyplangenerator.sh @@ -22,5 +22,5 @@ dir=$(cd -P -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd -P) cd ${dir}/.. protoc -I=./wayang-commons/wayang-serializable/src/main/proto \ ---python_out=./python/src/pywayang/protobuf/ \ -pywayangplan.proto \ No newline at end of file +--python_out=./python/src/pywy/platforms/jvm/serializable \ +pywayangplan.proto diff --git a/conf/spark/default.properties b/conf/spark/default.properties index 9b0a98bab..eefc15f02 100644 --- a/conf/spark/default.properties +++ b/conf/spark/default.properties @@ -18,4 +18,5 @@ spark.master = local[1] spark.app.name = Wayang App spark.ui.showConsoleProgress = false -spark.driver.allowMultipleContexts=true \ No newline at end of file +spark.driver.allowMultipleContexts=true + diff --git a/pom.xml b/pom.xml index cf94c3abd..ae4088a05 100644 --- a/pom.xml +++ b/pom.xml @@ -849,7 +849,6 @@ - @@ -1141,7 +1140,7 @@ true - org.apache.spark.*|org.apache.hadoop.*|org.apache.giraph.*|org.antlr.*|junit.*|org.graphchi.* + org.apache.spark.*|org.apache.hadoop.*|org.apache.giraph.*|org.antlr.*|junit.*|org.graphchi.*|org.springframework.* true diff --git a/python/.gitignore b/python/.gitignore index c669ad358..cd85f7a5f 100644 --- a/python/.gitignore +++ b/python/.gitignore @@ -1,277 +1,3 @@ +# Build files +dist -# Created by https://www.toptal.com/developers/gitignore/api/intellij+all,python,macos -# Edit at https://www.toptal.com/developers/gitignore?templates=intellij+all,python,macos - -### Intellij+all ### -# Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio, WebStorm and Rider -# Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839 - -# User-specific stuff -.idea/**/workspace.xml -.idea/**/tasks.xml -.idea/**/usage.statistics.xml -.idea/**/dictionaries -.idea/**/shelf -.idea/* - -# AWS User-specific -.idea/**/aws.xml - -# Generated files -.idea/**/contentModel.xml - -# Sensitive or high-churn files -.idea/**/dataSources/ -.idea/**/dataSources.ids -.idea/**/dataSources.local.xml -.idea/**/sqlDataSources.xml -.idea/**/dynamic.xml -.idea/**/uiDesigner.xml -.idea/**/dbnavigator.xml - -# Gradle -.idea/**/gradle.xml -.idea/**/libraries - -# Gradle and Maven with auto-import -# When using Gradle or Maven with auto-import, you should exclude module files, -# since they will be recreated, and may cause churn. Uncomment if using -# auto-import. -# .idea/artifacts -# .idea/compiler.xml -# .idea/jarRepositories.xml -# .idea/modules.xml -# .idea/*.iml -# .idea/modules -*.iml -# *.ipr - -# CMake -cmake-build-*/ - -# Mongo Explorer plugin -.idea/**/mongoSettings.xml - -# File-based project format -*.iws - -# IntelliJ -out/ - -# mpeltonen/sbt-idea plugin -.idea_modules/ - -# JIRA plugin -atlassian-ide-plugin.xml - -# Cursive Clojure plugin -.idea/replstate.xml - -# SonarLint plugin -.idea/sonarlint/ - -# Crashlytics plugin (for Android Studio and IntelliJ) -com_crashlytics_export_strings.xml -crashlytics.properties -crashlytics-build.properties -fabric.properties - -# Editor-based Rest Client -.idea/httpRequests - -# Android studio 3.1+ serialized cache file -.idea/caches/build_file_checksums.ser - -### Intellij+all Patch ### -# Ignore everything but code style settings and run configurations -# that are supposed to be shared within teams. - -.idea/* - -!.idea/codeStyles -!.idea/runConfigurations - -### macOS ### -# General -.DS_Store -.AppleDouble -.LSOverride - -# Icon must end with two \r -Icon - - -# Thumbnails -._* - -# Files that might appear in the root of a volume -.DocumentRevisions-V100 -.fseventsd -.Spotlight-V100 -.TemporaryItems -.Trashes -.VolumeIcon.icns -.com.apple.timemachine.donotpresent - -# Directories potentially created on remote AFP share -.AppleDB -.AppleDesktop -Network Trash Folder -Temporary Items -.apdisk - -### Python ### -# Byte-compiled / optimized / DLL files -__pycache__/ -*.py[cod] -*$py.class - -# C extensions -*.so - -# Distribution / packaging -.Python -build/ -develop-eggs/ -dist/ -downloads/ -eggs/ -.eggs/ -lib/ -lib64/ -parts/ -sdist/ -var/ -wheels/ -share/python-wheels/ -*.egg-info/ -.installed.cfg -*.egg -MANIFEST - -# PyInstaller -# Usually these files are written by a python script from a template -# before PyInstaller builds the exe, so as to inject date/other infos into it. -*.manifest -*.spec - -# Installer logs -pip-log.txt -pip-delete-this-directory.txt - -# Unit test / coverage reports -htmlcov/ -.tox/ -.nox/ -.coverage -.coverage.* -.cache -nosetests.xml -coverage.xml -*.cover -*.py,cover -.hypothesis/ -.pytest_cache/ -cover/ - -# Translations -*.mo -*.pot - -# Django stuff: -*.log -local_settings.py -db.sqlite3 -db.sqlite3-journal - -# Flask stuff: -instance/ -.webassets-cache - -# Scrapy stuff: -.scrapy - -# Sphinx documentation -docs/_build/ - -# PyBuilder -.pybuilder/ -target/ - -# Jupyter Notebook -.ipynb_checkpoints - -# IPython -profile_default/ -ipython_config.py - -# pyenv -# For a library or package, you might want to ignore these files since the code is -# intended to run in multiple environments; otherwise, check them in: -# .python-version - -# pipenv -# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. -# However, in case of collaboration, if having platform-specific dependencies or dependencies -# having no cross-platform support, pipenv may install dependencies that don't work, or not -# install all needed dependencies. -#Pipfile.lock - -# poetry -# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. -# This is especially recommended for binary packages to ensure reproducibility, and is more -# commonly ignored for libraries. -# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control -#poetry.lock - -# PEP 582; used by e.g. github.com/David-OConnor/pyflow -__pypackages__/ - -# Celery stuff -celerybeat-schedule -celerybeat.pid - -# SageMath parsed files -*.sage.py - -# Environments -.env -.venv -env/ -venv/ -ENV/ -env.bak/ -venv.bak/ - -# Spyder project settings -.spyderproject -.spyproject - -# Rope project settings -.ropeproject - -# mkdocs documentation -/site - -# mypy -.mypy_cache/ -.dmypy.json -dmypy.json - -# Pyre type checker -.pyre/ - -# pytype static type analyzer -.pytype/ - -# Cython debug symbols -cython_debug/ - -# PyCharm -# JetBrains specific template is maintained in a separate JetBrains.gitignore that can -# be found at /~https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore -# and can be added to the global gitignore or merged into this file. For a more nuclear -# option (not recommended) you can uncomment the following to ignore the entire idea folder. -#.idea/ - -# End of https://www.toptal.com/developers/gitignore/api/intellij+all,python,macos \ No newline at end of file diff --git a/python/README.md b/python/README.md index d5d359e50..d8292b00a 100644 --- a/python/README.md +++ b/python/README.md @@ -20,3 +20,78 @@ under the License. # PyWayang Implementation of a python API for Apache Wayang + +## Building from source +To build and install `pywy` as a python library, `build` is needed. It +can be installed using: +```shell +cd ./python +pip install --upgrade build +``` +Installing this might require `python3.8-venv` to be installed on the +system. + +After building the python package, execute the following steps to make +it available for your system: +```shell +python3 -m pip install dist/pywy-0.7.1.tar.gz +``` + +## Executing python code +In order to execute python code, the REST API needs to be running. +Compiling the assembly and executing the Main class for the REST API can +be done with the following steps: + + +Before compiling your code, make sure the required configuration variables +are set correctly in `wayang-api/wayang-api-python/src/main/resources/wayang-api-python-defaults.properties`. +This example `wayang-api-python-defaults.properties` can be used as a +guideline: + +``` +wayang.api.python.worker = /var/www/html/python/src/pywy/execution/worker.py +wayang.api.python.path = python3 +wayang.api.python.env.path = /usr/local/lib/python3.8/dist-packages +``` +The first configuration value needs to point to the location of your +apache wayang repository so that it can find the python worker that +executes UDFs (usually your current work directory + +`python/src/pypy/execution/worker.py`) +The second value is your command used for invoking python scripts. +Usually either python3 or just python. +The third value points to the directory in which python libraries are to +be found (usually where pip installs them). + +- Package the project +```shell +./mvnw clean package -pl :wayang-assembly -Pdistribution +``` + +- Starting the REST API as a background process +```shell +cd wayang-assembly/target/ +tar -xvf apache-wayang-assembly-0.7.1-SNAPSHOT-incubating-dist.tar.gz +cd wayang-0.7.1-SNAPSHOT +./bin/wayang-submit org.apache.wayang.api.json.Main & +``` + +Now, create and execute a python script like this: + +```python +from pywy.dataquanta import WayangContext +from pywy.platforms.java import JavaPlugin +from pywy.platforms.spark import SparkPlugin + +def word_count(): + ctx = WayangContext() \ + .register({JavaPlugin, SparkPlugin}) \ + .textfile("file:///README.md") \ + .flatmap(lambda w: w.split()) \ + .filter(lambda w: w.strip() != "") \ + .map(lambda w: (w.lower(), 1)) \ + .reduce_by_key(lambda t: t[0], lambda t1, t2: (t1[0], int(t1[1]) + int(t2[1]))) \ + .store_textfile("file:///wordcount-out-python.txt") + +if __name__ == "__main__": + word_count +``` diff --git a/python/old_code/.gitignore b/python/old_code/.gitignore new file mode 100644 index 000000000..c669ad358 --- /dev/null +++ b/python/old_code/.gitignore @@ -0,0 +1,277 @@ + +# Created by https://www.toptal.com/developers/gitignore/api/intellij+all,python,macos +# Edit at https://www.toptal.com/developers/gitignore?templates=intellij+all,python,macos + +### Intellij+all ### +# Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio, WebStorm and Rider +# Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839 + +# User-specific stuff +.idea/**/workspace.xml +.idea/**/tasks.xml +.idea/**/usage.statistics.xml +.idea/**/dictionaries +.idea/**/shelf +.idea/* + +# AWS User-specific +.idea/**/aws.xml + +# Generated files +.idea/**/contentModel.xml + +# Sensitive or high-churn files +.idea/**/dataSources/ +.idea/**/dataSources.ids +.idea/**/dataSources.local.xml +.idea/**/sqlDataSources.xml +.idea/**/dynamic.xml +.idea/**/uiDesigner.xml +.idea/**/dbnavigator.xml + +# Gradle +.idea/**/gradle.xml +.idea/**/libraries + +# Gradle and Maven with auto-import +# When using Gradle or Maven with auto-import, you should exclude module files, +# since they will be recreated, and may cause churn. Uncomment if using +# auto-import. +# .idea/artifacts +# .idea/compiler.xml +# .idea/jarRepositories.xml +# .idea/modules.xml +# .idea/*.iml +# .idea/modules +*.iml +# *.ipr + +# CMake +cmake-build-*/ + +# Mongo Explorer plugin +.idea/**/mongoSettings.xml + +# File-based project format +*.iws + +# IntelliJ +out/ + +# mpeltonen/sbt-idea plugin +.idea_modules/ + +# JIRA plugin +atlassian-ide-plugin.xml + +# Cursive Clojure plugin +.idea/replstate.xml + +# SonarLint plugin +.idea/sonarlint/ + +# Crashlytics plugin (for Android Studio and IntelliJ) +com_crashlytics_export_strings.xml +crashlytics.properties +crashlytics-build.properties +fabric.properties + +# Editor-based Rest Client +.idea/httpRequests + +# Android studio 3.1+ serialized cache file +.idea/caches/build_file_checksums.ser + +### Intellij+all Patch ### +# Ignore everything but code style settings and run configurations +# that are supposed to be shared within teams. + +.idea/* + +!.idea/codeStyles +!.idea/runConfigurations + +### macOS ### +# General +.DS_Store +.AppleDouble +.LSOverride + +# Icon must end with two \r +Icon + + +# Thumbnails +._* + +# Files that might appear in the root of a volume +.DocumentRevisions-V100 +.fseventsd +.Spotlight-V100 +.TemporaryItems +.Trashes +.VolumeIcon.icns +.com.apple.timemachine.donotpresent + +# Directories potentially created on remote AFP share +.AppleDB +.AppleDesktop +Network Trash Folder +Temporary Items +.apdisk + +### Python ### +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at /~https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + +# End of https://www.toptal.com/developers/gitignore/api/intellij+all,python,macos \ No newline at end of file diff --git a/python/.rat-excludes b/python/old_code/.rat-excludes similarity index 100% rename from python/.rat-excludes rename to python/old_code/.rat-excludes diff --git a/python/old_code/LICENSE b/python/old_code/LICENSE new file mode 100644 index 000000000..6b0b1270f --- /dev/null +++ b/python/old_code/LICENSE @@ -0,0 +1,203 @@ + + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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a python API for Apache Wayang diff --git a/python/bin/benchmark.sh b/python/old_code/bin/benchmark.sh similarity index 100% rename from python/bin/benchmark.sh rename to python/old_code/bin/benchmark.sh diff --git a/python/bin/test.sh b/python/old_code/bin/test.sh similarity index 100% rename from python/bin/test.sh rename to python/old_code/bin/test.sh diff --git a/python/old_code/__init__.py b/python/old_code/old_code/__init__.py similarity index 100% rename from python/old_code/__init__.py rename to python/old_code/old_code/__init__.py diff --git a/python/old_code/config/config_reader.py b/python/old_code/old_code/config/config_reader.py similarity index 100% rename from python/old_code/config/config_reader.py rename to python/old_code/old_code/config/config_reader.py diff --git a/python/old_code/config/pywayang_config.ini b/python/old_code/old_code/config/pywayang_config.ini similarity index 100% rename from python/old_code/config/pywayang_config.ini rename to python/old_code/old_code/config/pywayang_config.ini diff --git a/python/old_code/old_graph/__init__.py b/python/old_code/old_code/old_graph/__init__.py similarity index 100% rename from python/old_code/old_graph/__init__.py rename to python/old_code/old_code/old_graph/__init__.py diff --git a/python/old_code/old_graph/graph.py b/python/old_code/old_code/old_graph/graph.py similarity index 100% rename from python/old_code/old_graph/graph.py rename to python/old_code/old_code/old_graph/graph.py diff --git a/python/old_code/old_graph/node.py b/python/old_code/old_code/old_graph/node.py similarity index 100% rename from python/old_code/old_graph/node.py rename to python/old_code/old_code/old_graph/node.py diff --git a/python/old_code/old_graph/traversal.py b/python/old_code/old_code/old_graph/traversal.py similarity index 100% rename from python/old_code/old_graph/traversal.py rename to python/old_code/old_code/old_graph/traversal.py diff --git a/python/old_code/old_graph/visitant.py b/python/old_code/old_code/old_graph/visitant.py similarity index 100% rename from python/old_code/old_graph/visitant.py rename to python/old_code/old_code/old_graph/visitant.py diff --git a/python/old_code/orchestrator/__init__.py b/python/old_code/old_code/orchestrator/__init__.py similarity index 100% rename from python/old_code/orchestrator/__init__.py rename to python/old_code/old_code/orchestrator/__init__.py diff --git a/python/old_code/orchestrator/dataquanta.py b/python/old_code/old_code/orchestrator/dataquanta.py similarity index 100% rename from python/old_code/orchestrator/dataquanta.py rename to python/old_code/old_code/orchestrator/dataquanta.py diff --git a/python/old_code/orchestrator/execdirectly.py b/python/old_code/old_code/orchestrator/execdirectly.py similarity index 100% rename from python/old_code/orchestrator/execdirectly.py rename to python/old_code/old_code/orchestrator/execdirectly.py diff --git a/python/old_code/orchestrator/main.py b/python/old_code/old_code/orchestrator/main.py similarity index 100% rename from python/old_code/orchestrator/main.py rename to python/old_code/old_code/orchestrator/main.py diff --git a/python/old_code/orchestrator/operator.py b/python/old_code/old_code/orchestrator/operator.py similarity index 100% rename from python/old_code/orchestrator/operator.py rename to python/old_code/old_code/orchestrator/operator.py diff --git a/python/old_code/orchestrator/plan.py b/python/old_code/old_code/orchestrator/plan.py similarity index 100% rename from python/old_code/orchestrator/plan.py rename to python/old_code/old_code/orchestrator/plan.py diff --git a/python/old_code/protobuf/__init__.py b/python/old_code/old_code/protobuf/__init__.py similarity index 100% rename from python/old_code/protobuf/__init__.py rename to python/old_code/old_code/protobuf/__init__.py diff --git a/python/old_code/protobuf/planwriter.py b/python/old_code/old_code/protobuf/planwriter.py similarity index 100% rename from python/old_code/protobuf/planwriter.py rename to python/old_code/old_code/protobuf/planwriter.py diff --git a/python/old_code/test.py b/python/old_code/old_code/test.py similarity index 100% rename from python/old_code/test.py rename to python/old_code/old_code/test.py diff --git a/python/old_code/tests/__init__.py b/python/old_code/old_code/tests/__init__.py similarity index 100% rename from python/old_code/tests/__init__.py rename to python/old_code/old_code/tests/__init__.py diff --git a/python/old_code/tests/demo_testing.py b/python/old_code/old_code/tests/demo_testing.py similarity index 100% rename from python/old_code/tests/demo_testing.py rename to python/old_code/old_code/tests/demo_testing.py diff --git a/python/old_code/tests/full_java_test.py b/python/old_code/old_code/tests/full_java_test.py similarity index 100% rename from python/old_code/tests/full_java_test.py rename to python/old_code/old_code/tests/full_java_test.py diff --git a/python/old_code/tests/full_spark_test.py b/python/old_code/old_code/tests/full_spark_test.py similarity index 100% rename from python/old_code/tests/full_spark_test.py rename to python/old_code/old_code/tests/full_spark_test.py diff --git a/python/pywayang.toml b/python/old_code/pyproject.toml similarity index 95% rename from python/pywayang.toml rename to python/old_code/pyproject.toml index 0ed495926..0c53a6c01 100644 --- a/python/pywayang.toml +++ b/python/old_code/pyproject.toml @@ -17,4 +17,4 @@ [build-system] requires = ["setuptools>=42"] -build-backend = "setuptools.build_meta" \ No newline at end of file +build-backend = "setuptools.build_meta" diff --git a/python/old_code/pywayang/pyproject.toml b/python/old_code/pywayang/pyproject.toml new file mode 100644 index 000000000..0c53a6c01 --- /dev/null +++ b/python/old_code/pywayang/pyproject.toml @@ -0,0 +1,20 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +[build-system] +requires = ["setuptools>=42"] +build-backend = "setuptools.build_meta" diff --git a/python/old_code/pywayang/setup.cfg b/python/old_code/pywayang/setup.cfg new file mode 100644 index 000000000..5734113af --- /dev/null +++ b/python/old_code/pywayang/setup.cfg @@ -0,0 +1,48 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +[metadata] +name = pywy +version = 0.7.1 +author = Apache Wayang(Incubating) +author_email = dev@wayang.apache.org +description = Implementation of python for Apache Wayang +long_description = file: README.md +long_description_content_type = text/markdown +url = /~https://github.com/apache/incubator-wayang +project_urls = + Bug Tracker = /~https://github.com/apache/incubator-wayang/issues +classifiers = + Programming Language :: Python :: 3 + License :: OSI Approved :: Apache 2.0 License + Operating System :: OS Independent + +[options] +package_dir = + = src +packages = find: +python_requires = >=3.6 +install_requires = + cloudpickle ==2.0.0 + protobuf ==3.19.4 + requests ==2.31.0 + +tests_require = + unitest ==1.3.5 + +[options.packages.find] +where = src diff --git a/wayang-api/wayang-api-json/src/main/resources/application.properties b/python/old_code/pywayang/src/pywy/__init__.py similarity index 93% rename from wayang-api/wayang-api-json/src/main/resources/application.properties rename to python/old_code/pywayang/src/pywy/__init__.py index 12bdf0d01..cce3acad3 100644 --- a/wayang-api/wayang-api-json/src/main/resources/application.properties +++ b/python/old_code/pywayang/src/pywy/__init__.py @@ -6,7 +6,7 @@ # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at # -# http://www.apache.org/licenses/LICENSE-2.0 +# http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, diff --git a/python/old_code/pywayang/src/pywy/config/__init__.py b/python/old_code/pywayang/src/pywy/config/__init__.py new file mode 100644 index 000000000..9beb71933 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/config/__init__.py @@ -0,0 +1,21 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +#from config_reader import get_source_types +#from config_reader import get_sink_types +#from config_reader import get_boundary_types + diff --git a/python/old_code/pywayang/src/pywy/config/config_reader.py b/python/old_code/pywayang/src/pywy/config/config_reader.py new file mode 100644 index 000000000..1c735cab1 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/config/config_reader.py @@ -0,0 +1,55 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import configparser +import os + +path = '/var/www/html/pywayang/src/pywy' +config_path = path + '/config/pywayang_config.ini' + +def get_boundary_types(): + print(os.getcwd()) + config = configparser.ConfigParser() + config.sections() + config.read(config_path) + #config.read('../config/pywayang_config.ini') + boundary_types = dict(config.items('BOUNDARY_TYPES')) + boundary_types.pop("variable_to_access") + return boundary_types.values() + + +def get_source_types(): + config = configparser.ConfigParser() + #print("path: ", os.getcwd()) + config.read(config_path) + source_types = dict(config.items('SOURCE_TYPES')) + source_types.pop("variable_to_access") + return source_types.values() + #sections_list = config.sections() + #for section in sections_list: + # print(section) + #print("source_types") + #for x in source_types.values(): + # print(x) + +def get_sink_types(): + config = configparser.ConfigParser() + #print("path: ", os.getcwd()) + config.read(config_path) + sink_types = dict(config.items('SINK_TYPES')) + sink_types.pop("variable_to_access") + return sink_types.values() diff --git a/python/old_code/pywayang/src/pywy/config/pywayang_config.ini b/python/old_code/pywayang/src/pywy/config/pywayang_config.ini new file mode 100644 index 000000000..78cc2b487 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/config/pywayang_config.ini @@ -0,0 +1,38 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +[DEFAULT] +variable_to_access = value + +[INPUT] +txnname_mod = string1 +txnmemo_mod = string2 + +[MODIFY] +txnname_mod = string3 +txnmemo_mod = string4 + +[BOUNDARY_TYPES] +boundary_type_1 = union + +[SOURCE_TYPES] +source_type_1 = source +source_type_2 = text + +[SINK_TYPES] +sink_type_1 = sink +sink_type_2 = sonk \ No newline at end of file diff --git a/wayang-api/wayang-api-json/src/main/resources/wayang.properties b/python/old_code/pywayang/src/pywy/graph/__init__.py similarity index 88% rename from wayang-api/wayang-api-json/src/main/resources/wayang.properties rename to python/old_code/pywayang/src/pywy/graph/__init__.py index ed3d891c0..91ea44221 100644 --- a/wayang-api/wayang-api-json/src/main/resources/wayang.properties +++ b/python/old_code/pywayang/src/pywy/graph/__init__.py @@ -1,4 +1,5 @@ # + # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. @@ -6,12 +7,14 @@ # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at # -# http://www.apache.org/licenses/LICENSE-2.0 +# http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +# -##spark.master=spark://docker-spark-master:7077 +#import graph +#import node diff --git a/python/old_code/pywayang/src/pywy/graph/graph.py b/python/old_code/pywayang/src/pywy/graph/graph.py new file mode 100644 index 000000000..a66787fad --- /dev/null +++ b/python/old_code/pywayang/src/pywy/graph/graph.py @@ -0,0 +1,71 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.graph.node import Node +import logging + + +# Adjacency Matrix used to analise the plan +class Graph: + def __init__(self): + self.graph = {} + self.nodes_no = 0 + self.nodes = [] + + # Fills the Graph + def populate(self, sinks): + for sink in iter(sinks): + self.process_operator(sink) + + # Add current operator and set dependencies + def process_operator(self, operator): + self.add_node(operator.operator_type, operator.id, operator) + + if len(operator.previous) > 0: + for parent in operator.previous: + if parent: + self.add_node(parent.operator_type, parent.id, parent) + self.add_link(operator.id, parent.id, 1) + self.process_operator(parent) + + def add_node(self, name, id, operator): + if id in self.nodes: + return + + self.nodes_no += 1 + self.nodes.append(id) + new_node = Node(name, id, operator) + + self.graph[id] = new_node + + def add_link(self, id_child, id_parent, e): + if id_child in self.nodes: + if id_parent in self.nodes: + self.graph[id_child].add_predecessor(id_parent, e) + self.graph[id_parent].add_successor(id_child, e) + + def print_adjlist(self): + + for key in self.graph: + logging.debug("Node: ", self.graph[key].operator_type, " - ", key) + for key2 in self.graph[key].predecessors: + logging.debug("- Parent: ", self.graph[key2].operator_type, " - ", self.graph[key].predecessors[key2], " - ", key2) + for key2 in self.graph[key].successors: + logging.debug("- Child: ", self.graph[key2].operator_type, " - ", self.graph[key].successors[key2], " - ", key2) + + def get_node(self, id): + return self.graph[id] diff --git a/python/old_code/pywayang/src/pywy/graph/node.py b/python/old_code/pywayang/src/pywy/graph/node.py new file mode 100644 index 000000000..d0d696fd6 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/graph/node.py @@ -0,0 +1,48 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import abc + + +class Element(metaclass=abc.ABCMeta): + @abc.abstractmethod + def accept(self, visitor, udf, orientation, last_iter): + pass + + +# Describes an Operator in the Graph +class Node(Element): + def __init__(self, operator_type, id, operator): + self.operator_type = operator_type + self.id = id + self.predecessors = {} + self.successors = {} + self.python_exec = operator.python_exec + + # Temporal + self.operator = operator + + def add_predecessor(self, id_parent, e): + self.predecessors[id_parent] = e + + def add_successor(self, id_child, e): + self.successors[id_child] = e + + # Nodes are visited by objects of class Visitant. + # Visitants are being used to execute a UDF through the Graph + def accept(self, visitor, udf, orientation, last_iter): + visitor.visit_node(self, udf, orientation, last_iter) diff --git a/python/old_code/pywayang/src/pywy/graph/traversal.py b/python/old_code/pywayang/src/pywy/graph/traversal.py new file mode 100644 index 000000000..63542a4e8 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/graph/traversal.py @@ -0,0 +1,51 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.graph.visitant import Visitant +import logging + + +# Defines how a UDF will be applied over the Graph +class Traversal: + + def __init__(self, graph, origin, udf): + self.graph = graph + self.origin = origin + self.udf = udf + self.app = Visitant(graph, []) + + # Starting from Sinks or Sources sets an specific orientation + if origin[0].source: + self.orientation = "successors" + elif origin[0].sink: + self.orientation = "predecessors" + else: + logging.error("Origin point to traverse the plan wrongly defined") + return + + for operator in iter(origin): + logging.debug("operator origin: " + str(operator.id)) + node = graph.get_node(operator.id) + self.app.visit_node( + node=node, + udf=self.udf, + orientation=self.orientation, + last_iter=None + ) + + def get_collected_data(self): + return self.app.get_collection() diff --git a/python/old_code/pywayang/src/pywy/graph/visitant.py b/python/old_code/pywayang/src/pywy/graph/visitant.py new file mode 100644 index 000000000..3d2f874f1 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/graph/visitant.py @@ -0,0 +1,52 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import abc +import logging + + +class Visitor(metaclass=abc.ABCMeta): + @abc.abstractmethod + def visit_node(self, node, udf, orientation, last_iter): + pass + + +# Applies a UDF in current Node +class Visitant(Visitor): + + def __init__(self, graph, results): + self.collection = results + self.graph = graph + + # UDF can store results in ApplyFunction.collection whenever its requires. + # last_iter has the generated current value obtained in the previous iteration + def visit_node(self, node, udf, orientation, last_iter): + logging.debug("Applying UDf" + str(orientation)) + current_value = udf(node, last_iter, self.collection) + logging.debug("orientation result " + str(getattr(node, orientation))) + next_iter = getattr(node, orientation) + if len(next_iter) > 0: + for next_iter_id in next_iter: + if next_iter_id: + logging.debug("next_id: " + str(next_iter_id)) + next_iter_node = self.graph.get_node(next_iter_id) + logging.debug("next_iter_node: " + next_iter_node.operator_type + " " + str(next_iter_node.id)) + next_iter_node.accept(visitor=self, udf=udf, orientation=orientation, last_iter=current_value) + pass + + def get_collection(self): + return self.collection diff --git a/python/old_code/pywayang/src/pywy/orchestrator/__init__.py b/python/old_code/pywayang/src/pywy/orchestrator/__init__.py new file mode 100644 index 000000000..a4ca254e5 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/orchestrator/__init__.py @@ -0,0 +1,22 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +#import plan +#import dataquanta +#import graph.graph + + diff --git a/python/old_code/pywayang/src/pywy/orchestrator/dataquanta.py b/python/old_code/pywayang/src/pywy/orchestrator/dataquanta.py new file mode 100644 index 000000000..42bb6a759 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/orchestrator/dataquanta.py @@ -0,0 +1,330 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.graph.graph import Graph +from pywy.graph.traversal import Traversal +from pywy.protobuf.planwriter import MessageWriter +from pywy.orchestrator.operator import Operator +import pywy.orchestrator.operator +import itertools +import collections +import logging +from functools import reduce + + +# Wraps a Source operation to create an iterable +class DataQuantaBuilder: + def __init__(self, descriptor): + self.descriptor = descriptor + + def source(self, source): + + if type(source) is str: + source_ori = open(source, "r") + else: + source_ori = source + return DataQuanta( + Operator( + operator_type="source", + udf=source, + iterator=iter(source_ori), + previous=[], + python_exec=False + ), + descriptor=self.descriptor + ) + + +# Wraps an operation over an iterable +class DataQuanta: + def __init__(self, operator=None, descriptor=None): + self.operator = operator + self.descriptor = descriptor + if self.operator.is_source(): + self.descriptor.add_source(self.operator) + if self.operator.is_sink(): + self.descriptor.add_sink(self.operator) + + # Operational Functions + def filter(self, udf): + def func(iterator): + return filter(udf, iterator) + + return DataQuanta( + Operator( + operator_type="filter", + udf=func, + previous=[self.operator], + python_exec=True + ), + descriptor=self.descriptor + ) + + def flatmap(self, udf): + + def auxfunc(iterator): + return itertools.chain.from_iterable(map(udf, iterator)) + + def func(iterator): + mapped = map(udf, iterator) + flattened = flatten_single_dim(mapped) + yield from flattened + + def flatten_single_dim(mapped): + for item in mapped: + for subitem in item: + yield subitem + + return DataQuanta( + Operator( + operator_type="flatmap", + udf=func, + previous=[self.operator], + python_exec=True + ), + descriptor=self.descriptor + ) + + def group_by(self, udf): + def func(iterator): + # TODO key should be given by "udf" + return itertools.groupby(iterator, key=operator.itemgetter(0)) + #return itertools.groupby(sorted(iterator), key=itertools.itemgetter(0)) + + return DataQuanta( + Operator( + operator_type="group_by", + udf=func, + previous=[self.operator], + python_exec=True + ), + descriptor=self.descriptor + ) + + def map(self, udf): + def func(iterator): + return map(udf, iterator) + + return DataQuanta( + Operator( + operator_type="map", + udf=func, + previous=[self.operator], + python_exec=True + ), + descriptor=self.descriptor + ) + + # Key specifies pivot dimensions + # UDF specifies reducer function + def reduce_by_key(self, keys, udf): + + op = Operator( + operator_type="reduce_by_key", + udf=udf, + previous=[self.operator], + python_exec=False + ) + + print(len(keys), keys) + for i in range(0, len(keys)): + """if keys[i] is int: + op.set_parameter("vector_position|"+str(i), keys[i]) + else: + op.set_parameter("dimension_key|"+str(i), keys[i])""" + + # TODO maybe would be better just leave the number as key + op.set_parameter("dimension|"+str(i+1), keys[i]) + + return DataQuanta( + op, + descriptor=self.descriptor + ) + + def reduce(self, udf): + def func(iterator): + return reduce(udf, iterator) + + return DataQuanta( + Operator( + operator_type="reduce", + udf=func, + previous=[self.operator], + python_exec=True + ), + descriptor=self.descriptor + ) + + def sink(self, path, end="\n"): + def consume(iterator): + with open(path, 'w') as f: + for x in iterator: + f.write(str(x) + end) + + def func(iterator): + consume(iterator) + # return self.__run(consume) + + return DataQuanta( + Operator( + operator_type="sink", + + udf=path, + # To execute directly uncomment + # udf=func, + + previous=[self.operator], + python_exec=False + ), + descriptor=self.descriptor + ) + + def sort(self, udf): + + def func(iterator): + return sorted(iterator, key=udf) + + return DataQuanta( + Operator( + operator_type="sort", + udf=func, + previous=[self.operator], + python_exec=True + ), + descriptor=self.descriptor + ) + + # This function allow the union to be performed by Python + # Nevertheless, current configuration runs it over Java + def union(self, other): + + def func(iterator): + return itertools.chain(iterator, other.operator.getIterator()) + + return DataQuanta( + Operator( + operator_type="union", + udf=func, + previous=[self.operator, other.operator], + python_exec=False + ), + descriptor=self.descriptor + ) + + def __run(self, consumer): + consumer(self.operator.getIterator()) + + # Execution Functions + def console(self, end="\n"): + def consume(iterator): + for x in iterator: + print(x, end=end) + + self.__run(consume) + + # Only for debugging purposes! + # To execute the plan directly in the program driver + def execute(self): + logging.warn("DEBUG Execution") + logging.info("Reminder to swap SINK UDF value from path to func") + logging.debug(self.operator.previous[0].operator_type) + if self.operator.is_sink(): + logging.debug(self.operator.operator_type) + logging.debug(self.operator.udf) + logging.debug(len(self.operator.previous)) + self.operator.udf(self.operator.previous[0].getIterator()) + else: + logging.error("Plan must call execute from SINK type of operator") + raise RuntimeError + + # Converts Python Functional Plan to valid Wayang Plan + def to_wayang_plan(self): + + sinks = self.descriptor.get_sinks() + if len(sinks) == 0: + return + + graph = Graph() + graph.populate(self.descriptor.get_sinks()) + + # Uncomment to check the Graph built + # graph.print_adjlist() + + # Function to be consumed by Traverse + # Separates Python Plan into a List of Pipelines + def define_pipelines(node1, current_pipeline, collection): + def store_unique(pipe_to_insert): + for pipe in collection: + if equivalent_lists(pipe, pipe_to_insert): + return + collection.append(pipe_to_insert) + + def equivalent_lists(l1, l2): + if collections.Counter(l1) == collections.Counter(l2): + return True + else: + return False + + if not current_pipeline: + current_pipeline = [node1] + + elif node1.operator.is_boundary(): + store_unique(current_pipeline.copy()) + current_pipeline.clear() + current_pipeline.append(node1) + + else: + current_pipeline.append(node1) + + if node1.operator.sink: + store_unique(current_pipeline.copy()) + current_pipeline.clear() + + return current_pipeline + + # Works over the graph + trans = Traversal( + graph=graph, + origin=self.descriptor.get_sources(), + # udf=lambda x, y, z: d(x, y, z) + # UDF always will receive: + # x: a Node object, + # y: an object representing the result of the last iteration, + # z: a collection to store final results inside your UDF + udf=lambda x, y, z: define_pipelines(x, y, z) + ) + + # Gets the results of the traverse process + collected_stages = trans.get_collected_data() + + # Passing the Stages to a Wayang message writer + writer = MessageWriter() + a = 0 + # Stage is composed of class Node objects + for stage in collected_stages: + a += 1 + logging.info("///") + logging.info("stage" + str(a)) + writer.process_pipeline(stage) + + writer.set_dependencies() + + # Uses a file to provide the plan + # writer.write_message(self.descriptor) + + # Send the plan to Wayang REST api directly + writer.send_message(self.descriptor) diff --git a/python/old_code/pywayang/src/pywy/orchestrator/execdirectly.py b/python/old_code/pywayang/src/pywy/orchestrator/execdirectly.py new file mode 100644 index 000000000..f27b0bb74 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/orchestrator/execdirectly.py @@ -0,0 +1,162 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.orchestrator.plan import Descriptor +from pywy.orchestrator.dataquanta import DataQuantaBuilder +import datetime + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_sort(descriptor): + plan = DataQuantaBuilder(descriptor) + sink_dataquanta = \ + plan.source("../test/words.txt") \ + .sort(lambda elem: elem.lower()) \ + .sink("../test/output.txt", end="") + return sink_dataquanta + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_sort_filter(descriptor): + plan = DataQuantaBuilder(descriptor) + sink_dataquanta = \ + plan.source("../test/words.txt") \ + .sort(lambda elem: elem.lower()) \ + .filter(lambda elem: str(elem).startswith("f")) \ + .sink("../test/output.txt", end="") + return sink_dataquanta + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_filter_text(descriptor): + plan = DataQuantaBuilder(descriptor) + + sink_dataquanta = \ + plan.source("../test/words.txt") \ + .filter(lambda elem: str(elem).startswith("f")) \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_filter(descriptor): + plan = DataQuantaBuilder(descriptor) + + sink_dataquanta = \ + plan.source("../test/numbers.txt") \ + .filter(lambda elem: int(elem) % 2 != 0) \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_basic(descriptor): + plan = DataQuantaBuilder(descriptor) + + sink_dataquanta = \ + plan.source("../test/lines.txt") \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_junction(descriptor): + + plan = DataQuantaBuilder(descriptor) + + dq_source_a = plan.source("../test/lines.txt") + dq_source_b = plan.source("../test/morelines.txt") \ + .filter(lambda elem: str(elem).startswith("I")) + dq_source_c = plan.source("../test/lastlines.txt") \ + .filter(lambda elem: str(elem).startswith("W")) + + sink_dataquanta = dq_source_a.union(dq_source_b) \ + .union(dq_source_c) \ + .sort(lambda elem: elem.lower()) \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +def plan_java_junction(descriptor): + + plan = DataQuantaBuilder(descriptor) + + dq_source_a = plan.source("../test/lines.txt") + dq_source_b = plan.source("../test/morelines.txt") + sink_dataquanta = dq_source_a.union(dq_source_b) \ + .filter(lambda elem: str(elem).startswith("I")) \ + .sort(lambda elem: elem.lower()) \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +def plan_tpch_q1(descriptor): + + #TODO create reduce by + plan = DataQuantaBuilder(descriptor) + + def reducer(obj1, obj2): + return obj1[0] + + sink = plan.source("../test/lineitem.txt") \ + .map(lambda elem: elem.split("|")) \ + .filter(lambda elem: datetime.datetime.strptime(elem[10], '%Y-%m-%d') <= datetime.datetime.strptime("1998-09-02", '%Y-%m-%d')) \ + .map(lambda elem: + [elem[8], elem[9], elem[4], elem[5], + float(elem[5]) * (1 - float(elem[6])), + float(elem[5]) * (1 - float(elem[6])) * (1 + float(elem[7])), + elem[4], elem[5], + elem[6], 1]) \ + .sink("../test/output.txt", end="") + # .group_by(lambda elem: elem) \ + # .reduce_by(reducer) \ + # .flatmap(lambda elem: elem.split("|")) + # .map(lambda elem: (elem, elem.split("|"))) \ + # L_RETURNFLAG 8 + # L_LINESTATUS 9 + # L_QUANTITY 4 + # L_EXTENDEDPRICE 5 + # discount 6 + # tax 7 + + return dq_source_b + + +def plan_full_java(descriptor): + + plan = DataQuantaBuilder(descriptor) + + dq_source_a = plan.source("../test/lines.txt") + dq_source_b = plan.source("../test/morelines.txt") + sink_dataquanta = dq_source_a.union(dq_source_b) \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +if __name__ == '__main__': + + # Plan will contain general info about the Wayang Plan created here + descriptor = Descriptor() + + plan_dataquanta_sink = plan_tpch_q1(descriptor) + plan_dataquanta_sink.execute() diff --git a/python/old_code/pywayang/src/pywy/orchestrator/main.py b/python/old_code/pywayang/src/pywy/orchestrator/main.py new file mode 100644 index 000000000..163e570e3 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/orchestrator/main.py @@ -0,0 +1,173 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.orchestrator.plan import Descriptor +from pywy.orchestrator.dataquanta import DataQuantaBuilder +import datetime + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_sort(descriptor): + plan = DataQuantaBuilder(descriptor) + sink_dataquanta = \ + plan.source("../test/words.txt") \ + .sort(lambda elem: elem.lower()) \ + .sink("../test/output.txt", end="") + return sink_dataquanta + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_sort_filter(descriptor): + plan = DataQuantaBuilder(descriptor) + sink_dataquanta = \ + plan.source("../test/words.txt") \ + .sort(lambda elem: elem.lower()) \ + .filter(lambda elem: str(elem).startswith("f")) \ + .sink("../test/output.txt", end="") + return sink_dataquanta + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_filter_text(descriptor): + plan = DataQuantaBuilder(descriptor) + + sink_dataquanta = \ + plan.source("../test/words.txt") \ + .filter(lambda elem: str(elem).startswith("f")) \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_filter(descriptor): + plan = DataQuantaBuilder(descriptor) + + sink_dataquanta = \ + plan.source("../test/numbers.txt") \ + .filter(lambda elem: int(elem) % 2 != 0) \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_basic(descriptor): + plan = DataQuantaBuilder(descriptor) + + sink_dataquanta = \ + plan.source("../test/lines.txt") \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +# Returns the Sink Executable Dataquanta of a DEMO plan +def plan_junction(descriptor): + + plan = DataQuantaBuilder(descriptor) + + dq_source_a = plan.source("../test/lines.txt") + dq_source_b = plan.source("../test/morelines.txt") \ + .filter(lambda elem: str(elem).startswith("I")) + dq_source_c = plan.source("../test/lastlines.txt") \ + .filter(lambda elem: str(elem).startswith("W")) + + sink_dataquanta = dq_source_a.union(dq_source_b) \ + .union(dq_source_c) \ + .sort(lambda elem: elem.lower()) \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +def plan_java_junction(descriptor): + + plan = DataQuantaBuilder(descriptor) + + dq_source_a = plan.source("../test/lines.txt") + dq_source_b = plan.source("../test/morelines.txt") + sink_dataquanta = dq_source_a.union(dq_source_b) \ + .filter(lambda elem: str(elem).startswith("I")) \ + .sort(lambda elem: elem.lower()) \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +def plan_tpch_q1(descriptor): + + # TODO create reduce by + plan = DataQuantaBuilder(descriptor) + + def reducer(obj1, obj2): + return obj1[0], obj1[1], obj1[2] + obj2[2], obj1[3] + obj2[3], obj1[4] + obj2[4], obj1[5] + obj2[5], \ + obj1[6] + obj2[6], obj1[7] + obj2[7], obj1[8] + obj2[8], obj1[9] + obj2[9] + + sink = plan.source("../test/lineitem.txt") \ + .map(lambda elem: elem.split("|")) \ + .sink("../test/output.txt", end="") + """ + .filter(lambda elem: datetime.datetime.strptime(elem[10], '%Y-%m-%d') <= datetime.datetime.strptime('1998-09-02', '%Y-%m-%d')) \ + .map(lambda elem: + [elem[8], elem[9], elem[4], elem[5], + float(elem[5]) * (1 - float(elem[6])), + float(elem[5]) * (1 - float(elem[6])) * (1 + float(elem[7])), + elem[4], elem[5], + elem[6], 1]) \ + .sink("../test/output.txt", end="")""" + # .reduce_by_key([0, 1], reducer) \ + + + return sink + + +def plan_full_java(descriptor): + + plan = DataQuantaBuilder(descriptor) + + dq_source_a = plan.source("../test/lines.txt") + dq_source_b = plan.source("../test/morelines.txt") + sink_dataquanta = dq_source_a.union(dq_source_b) \ + .sink("../test/output.txt", end="") + + return sink_dataquanta + + +def plan_wordcount(descriptor): + + plan = DataQuantaBuilder(descriptor) + sink_wordcount = plan.source("../test/lineitem.txt") \ + .filter(lambda elem: len(str(elem).split("|")[0]) < 4) \ + .flatmap(lambda elem: str(elem).split("|")) \ + .sink("../test/output.txt", end="") + + return sink_wordcount + + +if __name__ == '__main__': + + # Plan will contain general info about the Wayang Plan created here + descriptor = Descriptor() + descriptor.add_plugin(Descriptor.Plugin.spark) + descriptor.add_plugin(Descriptor.Plugin.java) + + plan_dataquanta_sink = plan_wordcount(descriptor) + # plan_dataquanta_sink.execute() + # plan_dataquanta_sink.console() + + plan_dataquanta_sink.to_wayang_plan() diff --git a/python/old_code/pywayang/src/pywy/orchestrator/operator.py b/python/old_code/pywayang/src/pywy/orchestrator/operator.py new file mode 100644 index 000000000..0a35932e0 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/orchestrator/operator.py @@ -0,0 +1,121 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import pickle +import cloudpickle +from pywy.config.config_reader import get_source_types +from pywy.config.config_reader import get_sink_types +from pywy.config.config_reader import get_boundary_types +import logging + +pickle_protocol = pickle.HIGHEST_PROTOCOL + + +# Describes an Operation over an intermediate result +# Each operation could be processed by Python or Java platforms +class Operator: + + def __init__( + self, operator_type=None, udf=None, previous=None, + iterator=None, python_exec=False + ): + + # Operator ID + self.id = id(self) + + # Operator Type + self.operator_type = operator_type + + # Set Boundaries + if self.operator_type in get_boundary_types(): + self.boundary = True + else: + self.boundary = False + + # UDF Function + self.udf = udf + + # Source types must come with an Iterator + self.iterator = iterator + if operator_type in get_source_types(): + if iterator is None: + print("Source Operator Type without an Iterator") + raise + else: + self.source = True + else: + self.source = False + + # Sink Operators + if operator_type in get_sink_types(): + self.sink = True + else: + self.sink = False + + # TODO Why managing previous and predecessors per separate? + self.previous = previous + + self.successor = [] + self.predecessor = [] + + self.parameters = {} + + # Set predecessors and successors from previous + if self.previous: + for prev in self.previous: + if prev is not None: + prev.set_successor(self) + self.set_predecessor(prev) + + self.python_exec = python_exec + + logging.info("Operator:" + str(self.getID()) + ", type:" + self.operator_type + ", PythonExecutable: " + + str(self.python_exec) + + ", is boundary: " + str(self.is_boundary()) + ", is source: " + + str(self.source) + ", is sink: " + str(self.sink)) + + def getID(self): + return self.id + + def is_source(self): + return self.source + + def is_sink(self): + return self.sink + + def is_boundary(self): + return self.boundary + + def serialize_udf(self): + self.udf = cloudpickle.dumps(self.udf) + + def getIterator(self): + if self.is_source(): + return self.iterator + # TODO this should iterate through previous REDESIGN + return self.udf(self.previous[0].getIterator()) + + def set_parameter(self, key, value): + self.parameters[key] = value + + def set_successor(self, suc): + if (not self.is_sink()) and self.successor.count(suc) == 0: + self.successor.append(suc) + + def set_predecessor(self, suc): + if self.predecessor.count(suc) == 0: + self.predecessor.append(suc) diff --git a/python/old_code/pywayang/src/pywy/orchestrator/plan.py b/python/old_code/pywayang/src/pywy/orchestrator/plan.py new file mode 100644 index 000000000..25610cc79 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/orchestrator/plan.py @@ -0,0 +1,52 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import logging +from enum import Enum + +class Descriptor: + + def __init__(self): + self.sinks = [] + self.sources = [] + self.boundary_operators = None + logging.basicConfig(filename='../config/execution.log', level=logging.DEBUG) + self.plugins = [] + + class Plugin(Enum): + java = 0 + spark = 1 + + def get_boundary_operators(self): + return self.boundary_operators + + def add_source(self, operator): + self.sources.append(operator) + + def get_sources(self): + return self.sources + + def add_sink(self, operator): + self.sinks.append(operator) + + def get_sinks(self): + return self.sinks + + def add_plugin(self, plugin): + self.plugins.append(plugin) + + def get_plugins(self): + return self.plugins diff --git a/wayang-api/wayang-api-json/wayang.properties b/python/old_code/pywayang/src/pywy/protobuf/__init__.py similarity index 96% rename from wayang-api/wayang-api-json/wayang.properties rename to python/old_code/pywayang/src/pywy/protobuf/__init__.py index 384def458..5a87d2038 100644 --- a/wayang-api/wayang-api-json/wayang.properties +++ b/python/old_code/pywayang/src/pywy/protobuf/__init__.py @@ -15,3 +15,4 @@ # limitations under the License. # +#import pywayangplan_pb2 diff --git a/python/old_code/pywayang/src/pywy/protobuf/old_planwriter.py b/python/old_code/pywayang/src/pywy/protobuf/old_planwriter.py new file mode 100644 index 000000000..9168d6213 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/protobuf/old_planwriter.py @@ -0,0 +1,308 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import pywy.protobuf.pywayangplan_pb2 as pwb +import os +import pickle +import struct +import base64 + + +class OldMessageWriter: + + def __init__(self, descriptor): + + sink = descriptor.get_sinks()[0] + source = descriptor.get_sources()[0] + + op = source + visited = [] + middle_operators = [] + while op.sink is not True and len(op.successor) > 0: + pre = op.successor[0] + if pre not in visited and pre.sink is not True: + pre.serialize_udf() + middle_operators.append(pre) + """base64_bytes = base64.b64encode(pre.udf) + pre.udf = base64_bytes""" + + """pre.serialize_udf() + print("pre.udf") + print(pre.udf) + func = pickle.loads(pre.udf) + print("func") + print(func) + middle_operators.append(pre) + + # Testing + msg = pre.udf + base64_bytes = base64.b64encode(msg) + base64_message = base64.b64decode(base64_bytes) + func2 = pickle.loads(base64_message) + print(base64_message) + func3 = pickle.loads(b'\x80\x04\x955\x04\x00\x00\x00\x00\x00\x00\x8c\x17cloudpickle.cloudpickle\x94\x8c\r_builtin_type\x94\x93\x94\x8c\nLambdaType\x94\x85\x94R\x94(h\x02\x8c\x08CodeType\x94\x85\x94R\x94(K\x01K\x00K\x01K\x03K\x13C\nt\x00\x88\x00|\x00\x83\x02S\x00\x94N\x85\x94\x8c\x06filter\x94\x85\x94\x8c\x08iterator\x94\x85\x94\x8cS/Users/rodrigopardomeza/wayang/incubator-wayang/pywayang/orchestrator/dataquanta.py\x94\x8c\x04func\x94K%C\x02\x00\x01\x94\x8c\x03udf\x94\x85\x94)t\x94R\x94}\x94(\x8c\x0b__package__\x94\x8c\x0corchestrator\x94\x8c\x08__name__\x94\x8c\x17orchestrator.dataquanta\x94\x8c\x08__file__\x94\x8cS/Users/rodrigopardomeza/wayang/incubator-wayang/pywayang/orchestrator/dataquanta.py\x94uNNh\x00\x8c\x10_make_empty_cell\x94\x93\x94)R\x94\x85\x94t\x94R\x94\x8c\x1ccloudpickle.cloudpickle_fast\x94\x8c\x12_function_setstate\x94\x93\x94h"}\x94}\x94(h\x19h\x10\x8c\x0c__qualname__\x94\x8c\x1fDataQuanta.filter..func\x94\x8c\x0f__annotations__\x94}\x94\x8c\x0e__kwdefaults__\x94N\x8c\x0c__defaults__\x94N\x8c\n__module__\x94h\x1a\x8c\x07__doc__\x94N\x8c\x0b__closure__\x94h\x00\x8c\n_make_cell\x94\x93\x94h\x05(h\x08(K\x01K\x00K\x01K\x02KSC\x10t\x00|\x00\x83\x01d\x01\x16\x00d\x02k\x03S\x00\x94NK\x02K\x00\x87\x94\x8c\x03int\x94\x85\x94\x8c\x04elem\x94\x85\x94\x8cM/Users/rodrigopardomeza/wayang/incubator-wayang/pywayang/orchestrator/main.py\x94\x8c\x08\x94K\x18C\x00\x94))t\x94R\x94}\x94(h\x17Nh\x19\x8c\x08__main__\x94h\x1b\x8cM/Users/rodrigopardomeza/wayang/incubator-wayang/pywayang/orchestrator/main.py\x94uNNNt\x94R\x94h%hB}\x94}\x94(h\x19h:h(\x8c\x1dplan_filter..\x94h*}\x94h,Nh-Nh.h?h/Nh0N\x8c\x17_cloudpickle_submodules\x94]\x94\x8c\x0b__globals__\x94}\x94u\x86\x94\x86R0\x85\x94R\x94\x85\x94hG]\x94hI}\x94u\x86\x94\x86R0.') + for i in func3([1, 2, 3, 4, 5, 6, 7, 8, 9, 10]): + print(i)""" + op = pre + + """for mid in middle_operators: + print(mid.operator_type) + print(pickle.loads(mid.udf)) + func = pickle.loads(mid.udf) + for i in func([1, 2, 3, 4, 5, 6, 7, 8, 9, 10]): + print(i)""" + + finalpath = "/Users/rodrigopardomeza/wayang/incubator-wayang/protobuf/filter_message" + planconf = pwb.WayangPlan() + try: + f = open(finalpath, "rb") + planconf.ParseFromString(f.read()) + f.close() + except IOError: + print(finalpath + ": Could not open file. Creating a new one.") + + so = pwb.Source() + so.id = source.id + so.type = source.operator_type + so.path = os.path.abspath(source.udf) + + operators = [] + for mid in middle_operators: + op = pwb.Operator() + op.id = mid.id + op.type = mid.operator_type + op.udf = mid.udf + operators.append(op) + + si = pwb.Sink() + si.id = sink.id + si.type = sink.operator_type + si.path = os.path.abspath(sink.udf) + + plan = pwb.Plan() + plan.source.CopyFrom(so) + plan.sink.CopyFrom(si) + plan.operators.extend(operators) + plan.input = pwb.Plan.string + plan.output = pwb.Plan.string + + ctx = pwb.Context() + ctx.platforms.extend([pwb.Context.Platform.java]) + + planconf.plan.CopyFrom(plan) + planconf.context.CopyFrom(ctx) + + f = open(finalpath, "wb") + f.write(planconf.SerializeToString()) + f.close() + pass + +class func_inteface: + + def __init__(self, node, nested_udf): + self.node = node + self.nested_udf = nested_udf + + def func(self, iterable): + return self.node.operator.udf(self.nested_udf(iterable)) + + +class MessageWriter: + sources = [] + operators = [] + sinks = [] + + def add_source(self, operator_id, operator_type, path, predecessors, successors): + source = pwb.OperatorProto() + source.id = operator_id + source.type = operator_type + source.path = os.path.abspath(path) + source.udf = None + source.predecessors = predecessors + source.successors = successors + self.sources.append(source) + + def add_sink(self, operator_id, operator_type, path, predecessors, successors): + sink = pwb.OperatorProto() + sink.id = operator_id + sink.type = operator_type + sink.path = os.path.abspath(path) + sink.udf = None + sink.predecessors = predecessors + sink.successors = successors + self.sinks.append(sink) + + def add_operator(self, operator_id, operator_type, udf, path, predecessors, successors): + op = pwb.OperatorProto() + op.id = operator_id + op.type = operator_type + op.udf = udf + op.path = path + op.predecessors = predecessors + op.successors = successors + self.operators.append(op) + + def process_pipeline(self, stage): + + nested_udf = None + nested_id = "" + for node in reversed(stage): + print("########") + print(node.operator_type, "executable:", node.python_exec, "id:", node.id) + + if nested_udf is not None: + print("review pre") + print( nested_udf) + print( nested_udf(["Wilo","lifo","Wifo"])) + + if not node.python_exec: + if nested_udf is not None: + """self.add_operator(nested_id, "map_partition", nested_udf, None + # obtain predecessors and successors + , successors=[node.id] + )""" + print("node", nested_id) + print(nested_udf) + print("he muerto") + print( nested_udf(["Wilo","lifo","Wifo"])) + + t = nested_udf(["Wilo","lifo","Wifo"]) + print("jajajarvard") + print(t) + for i in t: + print(i) + nested_udf = None + nested_id = "" + + """if node.operator.source: + self.add_source( + node.id, node.operator_type, node.operator.udf, + node.predecessors, node.operator.successor) + else: + self.add_operator( + node.id, node.operator_type, None, node.operator.udf, + node.predecessors, node.operator.successor)""" + else: + print("adding", node.id) + if nested_udf is None: + nested_udf = node.operator.udf + nested_id = node.id + else: + print("paseeeeeee viste") + tmp = nested_udf + + print( tmp(["Wilo","lifo","Wifo"])) + + #def func(_, iterable): + # return nested_udf(node.operator.udf(iterable)) + nested_udf = self.concatenate(nested_udf, node.operator.udf) + print( nested_udf(["Wilo","lifo","Wifo"])) + print(nested_udf) + + # nested_udf = func_inteface(node, nested_udf) + nested_id = str(node.id) + "," + str(nested_id) + + if nested_udf is not None: + print("review") + print( nested_udf) + print( nested_udf(["Wilo","lifo","Wifo"])) + + if nested_udf is not None: + """self.add_operator(nested_id, "map_partition", nested_udf, None + # obtain predecessors and successors + , successors=[node.id] + )""" + print("node", nested_id) + print(nested_udf) + t = nested_udf(["Wilo","lifo","Wifo"]) + print("jajajarvard2") + print(t) + for i in t: + print(i) + nested_udf = None + nested_id = "" + + def __init__(self): + print("lala") + + def concatenate(self, function_a, function_b): + def executable(iterable): + return function_a(function_b(iterable)) + return executable + + def old(self, descriptor): + + sink = descriptor.get_sinks()[0] + source = descriptor.get_sources()[0] + + op = source + visited = [] + middle_operators = [] + while op.sink is not True and len(op.successor) > 0: + pre = op.successor[0] + if pre not in visited and pre.sink is not True: + pre.serialize_udf() + middle_operators.append(pre) + op = pre + + finalpath = "/Users/rodrigopardomeza/wayang/incubator-wayang/protobuf/filter_message" + planconf = pwb.WayangPlan() + try: + f = open(finalpath, "rb") + planconf.ParseFromString(f.read()) + f.close() + except IOError: + print(finalpath + ": Could not open file. Creating a new one.") + + so = pwb.Source() + so.id = source.id + so.type = source.operator_type + so.path = os.path.abspath(source.udf) + + operators = [] + for mid in middle_operators: + op = pwb.Operator() + op.id = mid.id + op.type = mid.operator_type + op.udf = mid.udf + operators.append(op) + + si = pwb.Sink() + si.id = sink.id + si.type = sink.operator_type + si.path = os.path.abspath(sink.udf) + + plan = pwb.Plan() + plan.source.CopyFrom(so) + plan.sink.CopyFrom(si) + plan.operators.extend(operators) + plan.input = pwb.Plan.string + plan.output = pwb.Plan.string + + ctx = pwb.Context() + ctx.platforms.extend([pwb.Context.Platform.java]) + + planconf.plan.CopyFrom(plan) + planconf.context.CopyFrom(ctx) + + f = open(finalpath, "wb") + f.write(planconf.SerializeToString()) + f.close() + pass + + def pipeline_singleton(self): + print("lala") diff --git a/python/old_code/pywayang/src/pywy/protobuf/planwriter.py b/python/old_code/pywayang/src/pywy/protobuf/planwriter.py new file mode 100644 index 000000000..fec39a6d6 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/protobuf/planwriter.py @@ -0,0 +1,277 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import pywy.protobuf.pywayangplan_pb2 as pwb +import os +import cloudpickle +import logging +import pathlib +import requests +import base64 + + +# Writes Wayang Plan from several stages +class MessageWriter: + sources = [] + operators = [] + sinks = [] + operator_references = {} + boundaries = {} + + # Creates and appends Source type of operator + def add_source(self, operator_id, operator_type, path): + source = pwb.OperatorProto() + source.id = str(operator_id) + source.type = operator_type + source.path = os.path.abspath(path) + source.udf = chr(0).encode('utf-8') + # source.parameters = {} + self.sources.append(source) + return source + + # Creates and appends Sink type of operator + def add_sink(self, operator_id, operator_type, path): + sink = pwb.OperatorProto() + sink.id = str(operator_id) + sink.type = operator_type + sink.path = os.path.abspath(path) + sink.udf = chr(0).encode('utf-8') + # sink.parameters = {} + self.sinks.append(sink) + return sink + + # Creates and appends a Python operator + # Python OP don't require parameters, UDF has the function ready to be executed directly + def add_operator(self, operator_id, operator_type, udf): + op = pwb.OperatorProto() + op.id = str(operator_id) + op.type = operator_type + op.udf = cloudpickle.dumps(udf) + op.path = str(None) + # op.parameters = {} + self.operators.append(op) + return op + + # Creates and appends a Java operator + def add_java_operator(self, operator_id, operator_type, udf, parameters): + op = pwb.OperatorProto() + op.id = str(operator_id) + op.type = operator_type + op.udf = cloudpickle.dumps(udf) + op.path = str(None) + #op.parameters = parameters + for param in parameters: + print(param, parameters[param]) + op.parameters[param] = str(parameters[param]) + # op.parameters[] + #m.mapfield[5] = 10 + self.operators.append(op) + return op + + # Receive a chain of operators, separate them in Wayang Operators + # Compacts several Python executable operators in one Map Partition Wayang Operator + def process_pipeline(self, stage): + + nested_udf = None + nested_id = "" + nested_predecessors = None + nested_successors = None + for node in reversed(stage): + logging.debug(node.operator_type + " executable: " + str(node.python_exec) + " id: " + str(node.id)) + + if not node.python_exec: + if nested_udf is not None: + + # Predecessors depends on last operator + # Successors depends on first operator + op = self.add_operator(nested_id, "map_partition", nested_udf) + + ids = str(nested_id).split(",") + for id in ids: + self.operator_references[str(id)] = op + + self.boundaries[str(nested_id)] = {} + self.boundaries[str(nested_id)]["end"] = nested_successors + self.boundaries[str(nested_id)]["start"] = nested_predecessors + + nested_udf = None + nested_id = "" + nested_predecessors = None + nested_successors = None + + if node.operator.source: + op = self.add_source(node.id, node.operator_type, node.operator.udf) + self.operator_references[str(node.id)] = op + self.boundaries[str(node.id)] = {} + self.boundaries[str(node.id)]["end"] = node.successors.keys() + + elif node.operator.sink: + op = self.add_sink(node.id, node.operator_type, node.operator.udf) + self.operator_references[str(node.id)] = op + self.boundaries[str(node.id)] = {} + self.boundaries[str(node.id)]["start"] = node.predecessors.keys() + + # Regular operator to be processed in Java + # Notice that those could include more parameters for Java + else: + op = self.add_java_operator(node.id, node.operator_type, node.operator.udf, node.operator.parameters) + self.operator_references[str(node.id)] = op + self.boundaries[str(node.id)] = {} + self.boundaries[str(node.id)]["start"] = node.predecessors.keys() + self.boundaries[str(node.id)]["end"] = node.successors.keys() + + else: + + if nested_udf is None: + nested_udf = node.operator.udf + nested_id = node.id + # It is the last operator to execute in the map partition + nested_successors = node.successors.keys() + + else: + nested_udf = self.concatenate(nested_udf, node.operator.udf) + nested_id = str(node.id) + "," + str(nested_id) + + # Every iteration assign the first known predecessors + nested_predecessors = node.predecessors.keys() + + # Just in case in the future some pipelines start with Python operators + if nested_udf is not None: + self.add_operator(nested_id, "map_partition", nested_udf) + + ids = nested_id.split(",") + for id in ids: + self.operator_references[id] = op + + self.boundaries[nested_id] = {} + self.boundaries[nested_id]["end"] = nested_successors + self.boundaries[nested_id]["start"] = nested_predecessors + + def __init__(self): + pass + + # Takes 2 Functions and compact them in only one function + @staticmethod + def concatenate(function_a, function_b): + def executable(iterable): + return function_a(function_b(iterable)) + + return executable + + # Set dependencies over final Wayang Operators + def set_dependencies(self): + + for source in self.sources: + + if 'end' in self.boundaries[source.id]: + op_successors = [] + for op_id in self.boundaries[source.id]['end']: + op_successors.append(str(self.operator_references[str(op_id)].id)) + source.successors.extend(op_successors) + + for sink in self.sinks: + if 'start' in self.boundaries[sink.id]: + op_predecessors = [] + for op_id in self.boundaries[sink.id]['start']: + op_predecessors.append(str(self.operator_references[str(op_id)].id)) + sink.predecessors.extend(op_predecessors) + + for op in self.operators: + if 'start' in self.boundaries[op.id]: + op_predecessors = [] + for op_id in self.boundaries[op.id]['start']: + op_predecessors.append(str(self.operator_references[str(op_id)].id)) + op.predecessors.extend(op_predecessors) + + if 'end' in self.boundaries[op.id]: + op_successors = [] + for op_id in self.boundaries[op.id]['end']: + op_successors.append(str(self.operator_references[str(op_id)].id)) + op.successors.extend(op_successors) + + # Writes the message to a local directory + def write_message(self, descriptor): + + finalpath = "../../protobuf/wayang_message" + plan_configuration = pwb.WayangPlanProto() + + try: + f = open(finalpath, "rb") + plan_configuration.ParseFromString(f.read()) + f.close() + except IOError: + logging.warn("File " + finalpath + " did not exist. System generated a new file") + + plan = pwb.PlanProto() + plan.sources.extend(self.sources) + plan.operators.extend(self.operators) + plan.sinks.extend(self.sinks) + plan.input = pwb.PlanProto.string + plan.output = pwb.PlanProto.string + + ctx = pwb.ContextProto() + # ctx.platforms.extend([pwb.ContextProto.PlatformProto.java]) + for plug in descriptor.plugins: + ctx.platforms.append(plug.value) + # ctx.platforms.extend(descriptor.get_plugins()) + + plan_configuration.plan.CopyFrom(plan) + plan_configuration.context.CopyFrom(ctx) + + f = open(finalpath, "wb") + f.write(plan_configuration.SerializeToString()) + f.close() + pass + + # Send message as bytes to the Wayang Rest API + def send_message(self, descriptor): + + plan_configuration = pwb.WayangPlanProto() + + plan = pwb.PlanProto() + plan.sources.extend(self.sources) + plan.operators.extend(self.operators) + plan.sinks.extend(self.sinks) + plan.input = pwb.PlanProto.string + plan.output = pwb.PlanProto.string + + ctx = pwb.ContextProto() + # ctx.platforms.extend([pwb.ContextProto.PlatformProto.java]) + for plug in descriptor.plugins: + ctx.platforms.append(plug.value) + # ctx.platforms.extend(descriptor.get_plugins()) + + plan_configuration.plan.CopyFrom(plan) + plan_configuration.context.CopyFrom(ctx) + + print("plan!") + print(plan_configuration) + + msg_bytes = plan_configuration.SerializeToString() + msg_64 = base64.b64encode(msg_bytes) + + logging.debug(msg_bytes) + # response = requests.get("http://localhost:8080/plan/create/fromfile") + data = { + 'message': msg_64 + } + response = requests.post("http://localhost:8080/plan/create", data) + logging.debug(response) + # f = open(finalpath, "wb") + # f.write(plan_configuration.SerializeToString()) + # f.close() + pass diff --git a/python/old_code/pywayang/src/pywy/test/demo_testing.py b/python/old_code/pywayang/src/pywy/test/demo_testing.py new file mode 100644 index 000000000..c096a897c --- /dev/null +++ b/python/old_code/pywayang/src/pywy/test/demo_testing.py @@ -0,0 +1,30 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import unittest + + +class MyTestCase(unittest.TestCase): + + def test_something(self): + self.assertEqual(True, False) + + def test_upper(self): + self.assertEqual('foo'.upper(), 'FOO') + + +if __name__ == '__main__': + unittest.main() diff --git a/python/old_code/pywayang/src/pywy/test/full_java_test.py b/python/old_code/pywayang/src/pywy/test/full_java_test.py new file mode 100644 index 000000000..158014b02 --- /dev/null +++ b/python/old_code/pywayang/src/pywy/test/full_java_test.py @@ -0,0 +1,68 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import unittest +from pywy.orchestrator.plan import Descriptor +from pywy.orchestrator.dataquanta import DataQuantaBuilder + +class MyTestCase(unittest.TestCase): + + def test_most_basic(self): + descriptor = Descriptor() + descriptor.add_plugin(Descriptor.Plugin.java) + + plan = DataQuantaBuilder(descriptor) + sink_dataquanta = \ + plan.source("../test/lines.txt") \ + .sink("../test/output.txt", end="") + + sink_dataquanta.to_wayang_plan() + + + def test_single_juncture(self): + descriptor = Descriptor() + descriptor.add_plugin(Descriptor.Plugin.java) + + plan = DataQuantaBuilder(descriptor) + dq_source_a = plan.source("../test/lines.txt") + dq_source_b = plan.source("../test/morelines.txt") + sink_dataquanta = dq_source_a.union(dq_source_b) \ + .sink("../test/output.txt", end="") + + sink_dataquanta.to_wayang_plan() + + + def test_multiple_juncture(self): + descriptor = Descriptor() + descriptor.add_plugin(Descriptor.Plugin.java) + + plan = DataQuantaBuilder(descriptor) + dq_source_a = plan.source("../test/lines.txt") + dq_source_b = plan.source("../test/morelines.txt") \ + .filter(lambda elem: str(elem).startswith("I")) + dq_source_c = plan.source("../test/lastlines.txt") \ + .filter(lambda elem: str(elem).startswith("W")) + + sink_dataquanta = dq_source_a.union(dq_source_b) \ + .union(dq_source_c) \ + .sort(lambda elem: elem.lower()) \ + .sink("../test/output.txt", end="") + + sink_dataquanta.to_wayang_plan() + + +if __name__ == '__main__': + unittest.main() diff --git a/python/old_code/pywayang/src/pywy/test/full_spark_test.py b/python/old_code/pywayang/src/pywy/test/full_spark_test.py new file mode 100644 index 000000000..e32a1c2da --- /dev/null +++ b/python/old_code/pywayang/src/pywy/test/full_spark_test.py @@ -0,0 +1,67 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import unittest +from pywy.orchestrator.plan import Descriptor +from pywy.orchestrator.dataquanta import DataQuantaBuilder + + +def test_most_basic(self): + descriptor = Descriptor() + descriptor.add_plugin(Descriptor.Plugin.spark) + + plan = DataQuantaBuilder(descriptor) + sink_dataquanta = \ + plan.source("../test/lines.txt") \ + .sink("../test/output.txt", end="") + + sink_dataquanta.to_wayang_plan() + + +def test_single_juncture(self): + descriptor = Descriptor() + descriptor.add_plugin(Descriptor.Plugin.spark) + + plan = DataQuantaBuilder(descriptor) + dq_source_a = plan.source("../test/lines.txt") + dq_source_b = plan.source("../test/morelines.txt") + sink_dataquanta = dq_source_a.union(dq_source_b) \ + .sink("../test/output.txt", end="") + + sink_dataquanta.to_wayang_plan() + + +def test_multiple_juncture(self): + descriptor = Descriptor() + descriptor.add_plugin(Descriptor.Plugin.spark) + + plan = DataQuantaBuilder(descriptor) + dq_source_a = plan.source("../test/lines.txt") + dq_source_b = plan.source("../test/morelines.txt") \ + .filter(lambda elem: str(elem).startswith("I")) + dq_source_c = plan.source("../test/lastlines.txt") \ + .filter(lambda elem: str(elem).startswith("W")) + + sink_dataquanta = dq_source_a.union(dq_source_b) \ + .union(dq_source_c) \ + .sort(lambda elem: elem.lower()) \ + .sink("../test/output.txt", end="") + + sink_dataquanta.to_wayang_plan() + + +if __name__ == '__main__': + unittest.main() diff --git a/python/resources/test.input b/python/old_code/resources/test.input similarity index 100% rename from python/resources/test.input rename to python/old_code/resources/test.input diff --git a/python/resources/text.input b/python/old_code/resources/text.input similarity index 100% rename from python/resources/text.input rename to python/old_code/resources/text.input diff --git a/python/old_code/setup.cfg b/python/old_code/setup.cfg new file mode 100644 index 000000000..6d87bfda5 --- /dev/null +++ b/python/old_code/setup.cfg @@ -0,0 +1,48 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +[metadata] +name = pywy +version = 0.7.1 +author = Apache Wayang(Incubating) +author_email = dev@wayang.apache.org +description = Implementation of python for Apache Wayang +long_description = file: README.md +long_description_content_type = text/markdown +url = /~https://github.com/apache/incubator-wayang +project_urls = + Bug Tracker = /~https://github.com/apache/incubator-wayang/issues +classifiers = + Programming Language :: Python :: 3 + License :: OSI Approved :: Apache 2.0 License + Operating System :: OS Independent + +[options] +package_dir = + = src +packages = find: +python_requires = >=3.6 +install_requires = + cloudpickle ==3.0.0 + protobuf ==4.25.3 + requests ==2.31.0 + +tests_require = + unitest ==1.3.5 + +[options.packages.find] +where = src diff --git a/python/src/pywy/platforms/jvm/__init__.py b/python/old_code/src/pywy/__init__.py similarity index 100% rename from python/src/pywy/platforms/jvm/__init__.py rename to python/old_code/src/pywy/__init__.py diff --git a/python/src/pywy/config.py b/python/old_code/src/pywy/config.py similarity index 100% rename from python/src/pywy/config.py rename to python/old_code/src/pywy/config.py diff --git a/python/old_code/src/pywy/core/__init__.py b/python/old_code/src/pywy/core/__init__.py new file mode 100644 index 000000000..f9be82cab --- /dev/null +++ b/python/old_code/src/pywy/core/__init__.py @@ -0,0 +1,33 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.core.channel import Channel, ChannelDescriptor +from pywy.core.executor import Executor +from pywy.core.mapping import Mapping +from pywy.core.core import PywyPlan, Plugin, Translator +from pywy.core.platform import Platform + +__ALL__ = [ + Channel, + ChannelDescriptor, + Executor, + Mapping, + PywyPlan, + Platform, + Plugin, + Translator +] diff --git a/python/src/pywy/core/channel.py b/python/old_code/src/pywy/core/channel.py similarity index 100% rename from python/src/pywy/core/channel.py rename to python/old_code/src/pywy/core/channel.py diff --git a/python/old_code/src/pywy/core/core.py b/python/old_code/src/pywy/core/core.py new file mode 100644 index 000000000..084ffc25a --- /dev/null +++ b/python/old_code/src/pywy/core/core.py @@ -0,0 +1,174 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from typing import Set, Iterable + +from pywy.core.executor import Executor +from pywy.core.platform import Platform +from pywy.core.mapping import Mapping +from pywy.graph.graph import WayangGraph +from pywy.graph.types import WGraphOfVec, NodeOperator, NodeVec +from pywy.operators import SinkOperator + + +class TranslateContext: + """TranslateContext contextual variables a parameters for the translation + """ + pass + + +class Plugin: + """ TODO: enrich this documentation + A plugin contributes the following components to a :class:`Context` + - mappings + - channels + - configurations + In turn, it may require several :clas:`Platform`s for its operation. + """ + + platforms: Set[Platform] + mappings: Mapping + translate_context: TranslateContext + + def __init__( + self, + platforms: Set[Platform], + mappings: Mapping = Mapping(), + translate_context: TranslateContext = None): + self.platforms = platforms + self.mappings = mappings + self.translate_context = translate_context + + def get_mappings(self) -> Mapping: + return self.mappings + + def get_executor(self) -> Executor: + pass + + def __str__(self): + return "Platforms: {}, Mappings: {}".format(str(self.platforms), str(self.mappings)) + + def __repr__(self): + return self.__str__() + + +class PywyPlan: + """A PywyPlan consists of a set of :py:class:`pywy.operators.base.PywyOperator` + + the operator inside PywyPlan follow a Directed acyclic graph(DAG), and describe + how the execution needs to be performed + + Attributes + ---------- + graph : :py:class:`pywy.graph.graph.WayangGraph` + Graph that describe the DAG, and it provides the iterable properties to + the PywyPlan + plugins : :obj:`set` of :py:class:`pywy.core.plugin.Plugin` + plugins is the set of possible platforms that can be uses to execute + the PywyPlan + sinks : :py:class:`typing.Iterable` of :py:class:`pywy.operators.sink.SinkOperator` + The list of sink operators, this describe the end of the pipeline, and + they are used to build the `graph` + """ + graph: WayangGraph + + def __init__(self, plugins: Set[Plugin], sinks: Iterable[SinkOperator]): + """basic Constructor of PywyPlan + + this constructor set the plugins and sinks element, and it prepares + everything for been executed + + Parameters + ---------- + plugins + Description of `plugins`. + sinks + Description of `sinks`. + """ + self.plugins = plugins + self.sinks = sinks + self.set_graph() + + def set_graph(self): + """ it builds the :py:class:`pywy.graph.graph.WayangGraph` of the current PywyPlan + """ + self.graph = WGraphOfVec(self.sinks) + + def execute(self): + """ Execute the plan with the plugin provided at the moment of creation + """ + plug = next(iter(self.plugins)) + trs: Translator = Translator(plug, self) + new_plan = trs.translate() + plug.get_executor().execute(new_plan) + + +class Translator: + """Translator use the :py:class:`pywy.core.Mapping` to convert the :py:class:`pywy.operators.base.PywyOperator` + + Translator take a plan a produce the executable version of the plan using as tool + the :py:class:`pywy.core.Mapping` of the :py:class:`pywy.core.core.Plugin` and convert + the :py:class:`pywy.operators.base.PywyOperator` into an executable version inside + the :py:class:`pywy.core.Platform` + + Attributes + ---------- + plugin : :py:class:`pywy.core.core.Plugin` + plugin use in the translation + plan : :py:class:`pywy.core.core.PywyPlan` + Plan to be translated by the translator + translate_context: :py:class:`pywy.core.core.TranslateContext` + context used by the translates at runtime in some case is not needed + """ + + plugin: Plugin + plan: PywyPlan + translate_context: TranslateContext + + def __init__(self, plugin: Plugin, plan: PywyPlan): + self.plugin = plugin + self.plan = plan + self.translate_context = plugin.translate_context + + def translate(self): + mappings: Mapping = self.plugin.get_mappings() + graph = WGraphOfVec(self.plan.sinks) + + translate = self.translate_context + + def translate2plugin(current_op: NodeVec, next_op: NodeVec): + if current_op is None: + return + + if current_op.current[1] is None: + current_op.current[1] = mappings.get_instanceof(current_op.current[0], **{'translate_context': translate}) + + if next_op is None: + return + if next_op.current[1] is None: + next_op.current[1] = mappings.get_instanceof(next_op.current[0], **{'translate_context': translate}) + + # TODO not necesary it it 0 + current_op.current[1].connect(0, next_op.current[1], 0) + + graph.traversal(graph.starting_nodes, translate2plugin) + + node = [] + for elem in graph.starting_nodes: + node.append(elem.current[1]) + + return PywyPlan({self.plugin}, node) diff --git a/python/src/pywy/core/executor.py b/python/old_code/src/pywy/core/executor.py similarity index 100% rename from python/src/pywy/core/executor.py rename to python/old_code/src/pywy/core/executor.py diff --git a/python/src/pywy/core/mapping.py b/python/old_code/src/pywy/core/mapping.py similarity index 100% rename from python/src/pywy/core/mapping.py rename to python/old_code/src/pywy/core/mapping.py diff --git a/python/old_code/src/pywy/core/platform.py b/python/old_code/src/pywy/core/platform.py new file mode 100644 index 000000000..022669ad7 --- /dev/null +++ b/python/old_code/src/pywy/core/platform.py @@ -0,0 +1,38 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +class Platform: + """ + A platform describes an execution engine that is used for execute the + wayang plan + + Parameters + ---------- + name: str + platform name, it uses as identification + """ + + name: str + + def __init__(self, name): + self.name = name + + def __str__(self): + return "name: {}".format(self.name) + + def __repr__(self): + return self.__str__() diff --git a/python/old_code/src/pywy/dataquanta.py b/python/old_code/src/pywy/dataquanta.py new file mode 100644 index 000000000..c0836dfbf --- /dev/null +++ b/python/old_code/src/pywy/dataquanta.py @@ -0,0 +1,105 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from typing import Set, List, cast + +from pywy.core.core import Plugin, PywyPlan +from pywy.operators.base import PO_T +from pywy.types import (GenericTco, Predicate, Function, FlatmapFunction, IterableOut, T, In, Out) +from pywy.operators import * + + +class WayangContext: + """ + This is the entry point for users to work with Wayang. + """ + plugins: Set[Plugin] + + def __init__(self): + self.plugins = set() + + """ + add a :class:`Plugin` to the :class:`Context` + """ + + def register(self, *plugins: Plugin): + for p in plugins: + self.plugins.add(p) + return self + + """ + remove a :class:`Plugin` from the :class:`Context` + """ + + def unregister(self, *plugins: Plugin): + for p in plugins: + self.plugins.remove(p) + return self + + def textfile(self, file_path: str) -> 'DataQuanta[str]': + return DataQuanta(self, TextFileSource(file_path)) + + def __str__(self): + return "Plugins: {}".format(str(self.plugins)) + + def __repr__(self): + return self.__str__() + + +class DataQuanta(GenericTco): + """ + Represents an intermediate result/data flow edge in a [[WayangPlan]]. + """ + context: WayangContext + + def __init__(self, context: WayangContext, operator: PywyOperator): + self.operator = operator + self.context = context + + def filter(self: "DataQuanta[T]", p: Predicate) -> "DataQuanta[T]": + return DataQuanta(self.context, self._connect(FilterOperator(p))) + + def map(self: "DataQuanta[In]", f: Function) -> "DataQuanta[Out]": + return DataQuanta(self.context, self._connect(MapOperator(f))) + + def flatmap(self: "DataQuanta[In]", f: FlatmapFunction) -> "DataQuanta[IterableOut]": + return DataQuanta(self.context, self._connect(FlatmapOperator(f))) + + def store_textfile(self: "DataQuanta[In]", path: str, end_line: str = None): + last: List[SinkOperator] = [ + cast( + SinkOperator, + self._connect( + TextFileSink( + path, + self.operator.outputSlot[0], + end_line + ) + ) + ) + ] + PywyPlan(self.context.plugins, last).execute() + + def _connect(self, op: PO_T, port_op: int = 0) -> PywyOperator: + self.operator.connect(0, op, port_op) + return op + + def __str__(self): + return str(self.operator) + + def __repr__(self): + return self.__str__() diff --git a/python/old_code/src/pywy/exception.py b/python/old_code/src/pywy/exception.py new file mode 100644 index 000000000..399d0dfe7 --- /dev/null +++ b/python/old_code/src/pywy/exception.py @@ -0,0 +1,19 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +class PywyException(Exception): + pass diff --git a/python/src/pywy/platforms/jvm/serializable/__init__.py b/python/old_code/src/pywy/graph/__init__.py similarity index 100% rename from python/src/pywy/platforms/jvm/serializable/__init__.py rename to python/old_code/src/pywy/graph/__init__.py diff --git a/python/old_code/src/pywy/graph/graph.py b/python/old_code/src/pywy/graph/graph.py new file mode 100644 index 000000000..bc9d6682e --- /dev/null +++ b/python/old_code/src/pywy/graph/graph.py @@ -0,0 +1,89 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from __future__ import annotations + +from pywy.types import T, K +from typing import (Iterable, Dict, Callable, Any, Generic, Optional, List) + + +class GraphNode(Generic[K, T]): + current: T + visited: bool + + def __init__(self, op: T): + self.current = op + self.visited = False + + def get_adjacents(self) -> List[K]: + pass + + def build_node(self, t: T) -> 'GraphNode[K, T]': + pass + + def walk(self, created: Dict[K, 'GraphNode[K, T]']) -> Iterable['GraphNode[K, T]']: + adjacent = self.get_adjacents() + + if len(adjacent) == 0: + return [] + + def wrap(op: T) -> Optional['GraphNode[K, T]'] | None: + if op is None: + return None + if op not in created: + created[op] = self.build_node(op) + return created[op] + + return map(wrap, adjacent) + + def visit(self, + parent: 'GraphNode[K, T]', + udf: Callable[['GraphNode[K, T]', 'GraphNode[K, T]'], Any], + visit_status: bool = True): + if self.visited == visit_status: + return + self.visited = ~ visit_status + return udf(self, parent) + + +class WayangGraph(Generic[K, T]): + starting_nodes: Iterable[GraphNode[K, T]] + created_nodes: Dict[K, GraphNode[K, T]] + + def __init__(self, nodes: Iterable[T]): + self.created_nodes = {} + start = list() + for node in nodes: + tmp = self.build_node(node) + start.append(tmp) + self.created_nodes[node] = tmp + self.starting_nodes = start + + def build_node(self, t: T) -> GraphNode[K, T]: + pass + + def traversal( + self, + nodes: Iterable[GraphNode[K, T]], + udf: Callable[[GraphNode[K, T], GraphNode[K, T]], Any], + origin: Optional[GraphNode[K, T]] = None, + visit_status: bool = True + ): + for node in nodes: + adjacent = node.walk(self.created_nodes) + self.traversal(adjacent, udf, node, visit_status) + node.visit(origin, udf) diff --git a/python/old_code/src/pywy/graph/types.py b/python/old_code/src/pywy/graph/types.py new file mode 100644 index 000000000..96eb7e929 --- /dev/null +++ b/python/old_code/src/pywy/graph/types.py @@ -0,0 +1,75 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from typing import (Iterable, List) + +from pywy.graph.graph import (GraphNode, WayangGraph) +from pywy.operators.base import PywyOperator, PO_T + + +class NodeOperator(GraphNode[PO_T, PO_T]): + + def __init__(self, op: PO_T): + super(NodeOperator, self).__init__(op) + + def get_adjacents(self) -> List[PO_T]: + operator: PO_T = self.current + if operator is None or operator.inputs == 0: + return [] + return operator.inputOperator + + def build_node(self, t: PO_T) -> 'NodeOperator': + return NodeOperator(t) + + +class WGraphOfOperator(WayangGraph[PO_T, NodeOperator]): + + def __init__(self, nodes: Iterable[PO_T]): + super(WGraphOfOperator, self).__init__(nodes) + + def build_node(self, t: PO_T) -> NodeOperator: + return NodeOperator(t) + + +class NodeVec(GraphNode[PO_T, List[PO_T]]): + + def __init__(self, op: PO_T): + super(NodeVec, self).__init__([op, None]) + + def get_adjacents(self) -> List[PO_T]: + operator: PO_T = self.current[0] + if operator is None or operator.inputs == 0: + return [] + return operator.inputOperator + + def build_node(self, t: PO_T) -> 'NodeVec': + return NodeVec(t) + + def __str__(self): + return "NodeVec {}".format(self.current) + + def __repr__(self): + return self.__str__() + + +class WGraphOfVec(WayangGraph[PO_T, NodeVec]): + + def __init__(self, nodes: Iterable[PO_T]): + super(WGraphOfVec, self).__init__(nodes) + + def build_node(self, t: PO_T) -> NodeVec: + return NodeVec(t) diff --git a/python/old_code/src/pywy/operators/__init__.py b/python/old_code/src/pywy/operators/__init__.py new file mode 100644 index 000000000..ba58b1d81 --- /dev/null +++ b/python/old_code/src/pywy/operators/__init__.py @@ -0,0 +1,31 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.operators.base import PywyOperator +from pywy.operators.sink import TextFileSink, SinkOperator +from pywy.operators.source import TextFileSource +from pywy.operators.unary import FilterOperator, MapOperator, FlatmapOperator + +__ALL__ = [ + PywyOperator, + TextFileSink, + TextFileSource, + FilterOperator, + SinkOperator, + MapOperator, + FlatmapOperator +] diff --git a/python/old_code/src/pywy/operators/base.py b/python/old_code/src/pywy/operators/base.py new file mode 100644 index 000000000..14620c400 --- /dev/null +++ b/python/old_code/src/pywy/operators/base.py @@ -0,0 +1,111 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from typing import (TypeVar, Optional, List, Set) +from pywy.core import ChannelDescriptor +from pywy.core.channel import CH_T, CHD_T + + +class PywyOperator: + + inputSlot: List[TypeVar] + inputChannel: List[CH_T] + inputChannelDescriptor: List[CHD_T] + inputOperator: List['PywyOperator'] + inputs: int + outputSlot: List[TypeVar] + outputChannel: List[CH_T] + outputChannelDescriptor: List[CHD_T] + outputOperator: List['PywyOperator'] + outputs: int + + def __init__(self, + name: str, + input_type: TypeVar = None, + output_type: TypeVar = None, + input_length: Optional[int] = 1, + output_length: Optional[int] = 1, + *args, + **kwargs + ): + self.name = (self.prefix() + name + self.postfix()).strip() + self.inputSlot = [input_type] + self.inputs = input_length + self.outputSlot = [output_type] + self.outputs = output_length + self.inputOperator = [None] * self.inputs + self.outputOperator = [None] * self.outputs + self.inputChannel = [None] * self.inputs + self.outputChannel = [None] * self.outputs + + def validate_inputs(self, vec): + if len(vec) != self.inputs: + raise Exception( + "the inputs channel contains {} elements and need to have {}".format( + len(vec), + self.inputs + ) + ) + + def validate_outputs(self, vec): + if len(vec) != self.outputs: + raise Exception( + "the output channel contains {} elements and need to have {}".format( + len(vec), + self.inputs + ) + ) + + def validate_channels(self, inputs, outputs): + self.validate_inputs(inputs) + self.validate_outputs(outputs) + + def connect(self, port: int, that: 'PO_T', port_that: int): + self.outputOperator[port] = that + that.inputOperator[port_that] = self + + def get_input_channeldescriptors(self) -> Set[ChannelDescriptor]: + pass + + def get_output_channeldescriptors(self) -> Set[ChannelDescriptor]: + pass + + def prefix(self) -> str: + return '' + + def postfix(self) -> str: + return '' + + def name_basic(self, with_prefix: bool = False, with_postfix: bool = True): + prefix = len(self.prefix()) if not with_prefix else 0 + postfix = len(self.postfix()) if not with_postfix else 0 + return self.name[prefix:len(self.name) - postfix] + + def __str__(self): + return "BaseOperator: \n\t- name: {}\n\t- inputs: {} {}\n\t- outputs: {} {} \n".format( + str(self.name), + str(self.inputs), + str(self.inputSlot), + str(self.outputs), + str(self.outputSlot), + ) + + def __repr__(self): + return self.__str__() + + +PO_T = TypeVar('PO_T', bound=PywyOperator) diff --git a/python/old_code/src/pywy/operators/sink.py b/python/old_code/src/pywy/operators/sink.py new file mode 100644 index 000000000..457e202a9 --- /dev/null +++ b/python/old_code/src/pywy/operators/sink.py @@ -0,0 +1,58 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from typing import Any + +from pywy.types import GenericTco +from pywy.operators.base import PywyOperator + + +class SinkOperator(PywyOperator): + + def postfix(self) -> str: + return 'Sink' + + +class SinkUnaryOperator(SinkOperator): + + def __init__(self, name: str, input_type: GenericTco = Any): + super().__init__(name, input_type, None, 1, 0) + + def __str__(self): + return super().__str__() + + def __repr__(self): + return super().__repr__() + + +class TextFileSink(SinkUnaryOperator): + path: str + end_line: str + + def __init__(self, path: str, input_type: GenericTco, end_line: str = None): + super().__init__('TextFile', input_type) + self.path = path + if input_type != str and end_line is None: + self.end_line = '\n' + else: + self.end_line = end_line + + def __str__(self): + return super().__str__() + + def __repr__(self): + return super().__repr__() diff --git a/python/old_code/src/pywy/operators/source.py b/python/old_code/src/pywy/operators/source.py new file mode 100644 index 000000000..4516c5645 --- /dev/null +++ b/python/old_code/src/pywy/operators/source.py @@ -0,0 +1,53 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.operators.base import PywyOperator + + +class SourceUnaryOperator(PywyOperator): + + def __init__(self, name: str): + super(SourceUnaryOperator, self).__init__( + name=name, + input_type=None, + output_type=str, + input_length=0, + output_length=1 + ) + + def postfix(self) -> str: + return 'Source' + + def __str__(self): + return super().__str__() + + def __repr__(self): + return super().__repr__() + + +class TextFileSource(SourceUnaryOperator): + path: str + + def __init__(self, path: str): + super(TextFileSource, self).__init__('TextFile') + self.path = path + + def __str__(self): + return super().__str__() + + def __repr__(self): + return super().__repr__() diff --git a/python/old_code/src/pywy/operators/unary.py b/python/old_code/src/pywy/operators/unary.py new file mode 100644 index 000000000..ded09923f --- /dev/null +++ b/python/old_code/src/pywy/operators/unary.py @@ -0,0 +1,91 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.operators.base import PywyOperator +from pywy.types import ( + GenericTco, + GenericUco, + Predicate, + get_type_predicate, + Function, + get_type_function, + FlatmapFunction, + get_type_flatmap_function + ) + + +class UnaryToUnaryOperator(PywyOperator): + + def __init__(self, name: str, input_type: GenericTco, output_type: GenericUco): + super().__init__(name, input_type, output_type, 1, 1) + + def postfix(self) -> str: + return 'OperatorUnary' + + def __str__(self): + return super().__str__() + + def __repr__(self): + return super().__repr__() + + +class FilterOperator(UnaryToUnaryOperator): + + predicate: Predicate + + def __init__(self, predicate: Predicate): + predicate_type = get_type_predicate(predicate) if predicate else None + super().__init__("Filter", predicate_type, predicate_type) + self.predicate = predicate + + def __str__(self): + return super().__str__() + + def __repr__(self): + return super().__repr__() + + +class MapOperator(UnaryToUnaryOperator): + + function: Function + + def __init__(self, function: Function): + types = get_type_function(function) if function else (None, None) + super().__init__("Map", types[0], types[1]) + self.function = function + + def __str__(self): + return super().__str__() + + def __repr__(self): + return super().__repr__() + + +class FlatmapOperator(UnaryToUnaryOperator): + + fm_function: FlatmapFunction + + def __init__(self, fm_function: FlatmapFunction): + types = get_type_flatmap_function(fm_function) if fm_function else (None, None) + super().__init__("Flatmap", types[0], types[1]) + self.fm_function = fm_function + + def __str__(self): + return super().__str__() + + def __repr__(self): + return super().__repr__() diff --git a/python/src/pywy/platforms/python/__init__.py b/python/old_code/src/pywy/platforms/__init__.py similarity index 100% rename from python/src/pywy/platforms/python/__init__.py rename to python/old_code/src/pywy/platforms/__init__.py diff --git a/python/src/pywy/platforms/commons/__init__.py b/python/old_code/src/pywy/platforms/commons/__init__.py similarity index 100% rename from python/src/pywy/platforms/commons/__init__.py rename to python/old_code/src/pywy/platforms/commons/__init__.py diff --git a/python/src/pywy/platforms/commons/channels.py b/python/old_code/src/pywy/platforms/commons/channels.py similarity index 100% rename from python/src/pywy/platforms/commons/channels.py rename to python/old_code/src/pywy/platforms/commons/channels.py diff --git a/python/src/pywy/tests/unit/__init__.py b/python/old_code/src/pywy/platforms/jvm/__init__.py similarity index 100% rename from python/src/pywy/tests/unit/__init__.py rename to python/old_code/src/pywy/platforms/jvm/__init__.py diff --git a/python/src/pywy/platforms/jvm/channels.py b/python/old_code/src/pywy/platforms/jvm/channels.py similarity index 100% rename from python/src/pywy/platforms/jvm/channels.py rename to python/old_code/src/pywy/platforms/jvm/channels.py diff --git a/python/src/pywy/platforms/jvm/context.py b/python/old_code/src/pywy/platforms/jvm/context.py similarity index 100% rename from python/src/pywy/platforms/jvm/context.py rename to python/old_code/src/pywy/platforms/jvm/context.py diff --git a/python/src/pywy/platforms/jvm/execution.py b/python/old_code/src/pywy/platforms/jvm/execution.py similarity index 100% rename from python/src/pywy/platforms/jvm/execution.py rename to python/old_code/src/pywy/platforms/jvm/execution.py diff --git a/python/src/pywy/platforms/jvm/graph.py b/python/old_code/src/pywy/platforms/jvm/graph.py similarity index 100% rename from python/src/pywy/platforms/jvm/graph.py rename to python/old_code/src/pywy/platforms/jvm/graph.py diff --git a/python/src/pywy/platforms/jvm/mappings.py b/python/old_code/src/pywy/platforms/jvm/mappings.py similarity index 95% rename from python/src/pywy/platforms/jvm/mappings.py rename to python/old_code/src/pywy/platforms/jvm/mappings.py index 4709a735f..585c54010 100644 --- a/python/src/pywy/platforms/jvm/mappings.py +++ b/python/old_code/src/pywy/platforms/jvm/mappings.py @@ -22,5 +22,6 @@ JVM_OPERATOR_MAPPINGS = Mapping() JVM_OPERATOR_MAPPINGS.add_mapping(JVMFilterOperator()) +JVM_OPERATOR_MAPPINGS.add_mapping(JVMFlatmapOperator()) JVM_OPERATOR_MAPPINGS.add_mapping(JVMTextFileSourceOperator()) JVM_OPERATOR_MAPPINGS.add_mapping(JVMTextFileSinkOperator()) diff --git a/python/src/pywy/platforms/jvm/operator/__init__.py b/python/old_code/src/pywy/platforms/jvm/operator/__init__.py similarity index 92% rename from python/src/pywy/platforms/jvm/operator/__init__.py rename to python/old_code/src/pywy/platforms/jvm/operator/__init__.py index a0bc5d29b..c22e25f9b 100644 --- a/python/src/pywy/platforms/jvm/operator/__init__.py +++ b/python/old_code/src/pywy/platforms/jvm/operator/__init__.py @@ -17,12 +17,14 @@ from pywy.platforms.jvm.operator.jvm_execution_operator import JVMExecutionOperator from pywy.platforms.jvm.operator.jvm_unary_filter import JVMFilterOperator +from pywy.platforms.jvm.operator.jvm_unary_flatmap import JVMFlatmapOperator from pywy.platforms.jvm.operator.jvm_source_textfile import JVMTextFileSourceOperator from pywy.platforms.jvm.operator.jvm_sink_textfile import JVMTextFileSinkOperator __ALL__ = [ JVMExecutionOperator, JVMFilterOperator, + JVMFlatmapOperator, JVMTextFileSourceOperator, JVMTextFileSinkOperator, ] diff --git a/python/src/pywy/platforms/jvm/operator/jvm_execution_operator.py b/python/old_code/src/pywy/platforms/jvm/operator/jvm_execution_operator.py similarity index 100% rename from python/src/pywy/platforms/jvm/operator/jvm_execution_operator.py rename to python/old_code/src/pywy/platforms/jvm/operator/jvm_execution_operator.py diff --git a/python/src/pywy/platforms/jvm/operator/jvm_sink_textfile.py b/python/old_code/src/pywy/platforms/jvm/operator/jvm_sink_textfile.py similarity index 100% rename from python/src/pywy/platforms/jvm/operator/jvm_sink_textfile.py rename to python/old_code/src/pywy/platforms/jvm/operator/jvm_sink_textfile.py diff --git a/python/src/pywy/platforms/jvm/operator/jvm_source_textfile.py b/python/old_code/src/pywy/platforms/jvm/operator/jvm_source_textfile.py similarity index 100% rename from python/src/pywy/platforms/jvm/operator/jvm_source_textfile.py rename to python/old_code/src/pywy/platforms/jvm/operator/jvm_source_textfile.py diff --git a/python/src/pywy/platforms/jvm/operator/jvm_unary_filter.py b/python/old_code/src/pywy/platforms/jvm/operator/jvm_unary_filter.py similarity index 100% rename from python/src/pywy/platforms/jvm/operator/jvm_unary_filter.py rename to python/old_code/src/pywy/platforms/jvm/operator/jvm_unary_filter.py diff --git a/python/old_code/src/pywy/platforms/jvm/operator/jvm_unary_flatmap.py b/python/old_code/src/pywy/platforms/jvm/operator/jvm_unary_flatmap.py new file mode 100644 index 000000000..a34dc00ab --- /dev/null +++ b/python/old_code/src/pywy/platforms/jvm/operator/jvm_unary_flatmap.py @@ -0,0 +1,74 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from typing import Set, List, Type +from itertools import chain + +from pywy.core.channel import CH_T, ChannelDescriptor +from pywy.operators.unary import FlatmapOperator +from pywy.platforms.jvm.channels import DISPATCHABLE_CHANNEL_DESCRIPTOR, DispatchableChannel +from pywy.platforms.jvm.operator.jvm_execution_operator import JVMExecutionOperator +from pywy.platforms.commons.channels import ( + CommonsCallableChannel +) +from pywy.platforms.jvm.serializable.wayang_jvm_operator import WayangJVMMappartitionOperator, WayangJVMOperator + + +class JVMFlatmapOperator(FlatmapOperator, JVMExecutionOperator): + + def __init__(self, origin: FlatmapOperator = None, **kwargs): + fm_function = None if origin is None else origin.fm_function + super().__init__(fm_function) + self.set_context(**kwargs) + + def execute(self, inputs: List[Type[CH_T]], outputs: List[Type[CH_T]]): + self.validate_channels(inputs, outputs) + udf = self.fm_function + if isinstance(inputs[0], DispatchableChannel): + py_in_dispatch_channel: DispatchableChannel = inputs[0] + py_out_dispatch_channel: DispatchableChannel = outputs[0] + + def func(iterator): + return chain.from_iterable(map(udf, iterator)) + + py_out_dispatch_channel.accept_callable( + CommonsCallableChannel.concatenate( + func, + py_in_dispatch_channel.provide_callable() + ) + ) + + op: WayangJVMOperator = py_in_dispatch_channel.provide_dispatchable() + + if isinstance(op, WayangJVMMappartitionOperator): + py_out_dispatch_channel.accept_dispatchable(op) + return + + current: WayangJVMMappartitionOperator = WayangJVMMappartitionOperator(self.name) + # TODO check for the case where the index matter + op.connect_to(0, current, 0) + self.close_operator(op) + py_out_dispatch_channel.accept_dispatchable(current) + + else: + raise Exception("Channel Type does not supported") + + def get_input_channeldescriptors(self) -> Set[ChannelDescriptor]: + return {DISPATCHABLE_CHANNEL_DESCRIPTOR} + + def get_output_channeldescriptors(self) -> Set[ChannelDescriptor]: + return {DISPATCHABLE_CHANNEL_DESCRIPTOR} diff --git a/python/src/pywy/platforms/jvm/platform.py b/python/old_code/src/pywy/platforms/jvm/platform.py similarity index 100% rename from python/src/pywy/platforms/jvm/platform.py rename to python/old_code/src/pywy/platforms/jvm/platform.py diff --git a/python/src/pywy/platforms/jvm/plugin.py b/python/old_code/src/pywy/platforms/jvm/plugin.py similarity index 100% rename from python/src/pywy/platforms/jvm/plugin.py rename to python/old_code/src/pywy/platforms/jvm/plugin.py diff --git a/python/src/pywy/tests/unit/core/__init__.py b/python/old_code/src/pywy/platforms/jvm/serializable/__init__.py similarity index 100% rename from python/src/pywy/tests/unit/core/__init__.py rename to python/old_code/src/pywy/platforms/jvm/serializable/__init__.py diff --git a/python/src/pywy/platforms/jvm/serializable/plan_writter.py b/python/old_code/src/pywy/platforms/jvm/serializable/plan_writter.py similarity index 100% rename from python/src/pywy/platforms/jvm/serializable/plan_writter.py rename to python/old_code/src/pywy/platforms/jvm/serializable/plan_writter.py diff --git a/python/src/pywy/platforms/jvm/serializable/wayang_jvm_operator.py b/python/old_code/src/pywy/platforms/jvm/serializable/wayang_jvm_operator.py similarity index 95% rename from python/src/pywy/platforms/jvm/serializable/wayang_jvm_operator.py rename to python/old_code/src/pywy/platforms/jvm/serializable/wayang_jvm_operator.py index ab3a1a4e0..d9ec3ccd5 100644 --- a/python/src/pywy/platforms/jvm/serializable/wayang_jvm_operator.py +++ b/python/old_code/src/pywy/platforms/jvm/serializable/wayang_jvm_operator.py @@ -89,7 +89,7 @@ def is_operator(self): class WayangJVMMappartitionOperator(WayangJVMOperator): def __init__(self, name: str, udf: Callable = None): - super().__init__("MapPartitionOperator", name) + super().__init__("map_partition", name) self.udf = udf def is_operator(self): @@ -98,7 +98,7 @@ def is_operator(self): class WayangJVMTextFileSource(WayangJVMOperator): def __init__(self, name: str, path: str): - super().__init__("TextFileSource", name) + super().__init__("source", name) self.path = path def is_source(self): @@ -107,7 +107,7 @@ def is_source(self): class WayangJVMTextFileSink(WayangJVMOperator): def __init__(self, name: str, path: str): - super().__init__("TextFileSink", name) + super().__init__("sink", name) self.path = path def is_sink(self): diff --git a/python/src/pywy/platforms/jvm/worker.py b/python/old_code/src/pywy/platforms/jvm/worker.py similarity index 98% rename from python/src/pywy/platforms/jvm/worker.py rename to python/old_code/src/pywy/platforms/jvm/worker.py index 9e1fe3bbf..7dd48365f 100644 --- a/python/src/pywy/platforms/jvm/worker.py +++ b/python/old_code/src/pywy/platforms/jvm/worker.py @@ -208,7 +208,7 @@ def _batched(self, iterator): n = len(iterator) for i in range(0, n, self.batchSize): toc = time.perf_counter() - print(f"batched toc1={toc:0.4f}") + #print(f'batched toc1={toc:.4f}') yield iterator[i : i + self.batchSize] else: items = [] @@ -329,8 +329,7 @@ def func(it): #for x in func([1, 2, 3, 4, 5, 6, 7, 8, 9, 10]): print(x) - """print("example") - for x in func("2344|234|efrf|$#|ffrf"): print(x)""" + """print("example") for x in func("2344|234|efrf|$#|ffrf"): print(x)""" # TODO Here we are temporarily assuming that the user is exclusively sending UTF8. User has several types iterator = UTF8Deserializer().load_stream(infile) # out_iter = sorted(iterator, key=lambda elem: elem.lower()) diff --git a/python/src/pywy/tests/unit/graph/__init__.py b/python/old_code/src/pywy/platforms/python/__init__.py similarity index 100% rename from python/src/pywy/tests/unit/graph/__init__.py rename to python/old_code/src/pywy/platforms/python/__init__.py diff --git a/python/src/pywy/platforms/python/channels.py b/python/old_code/src/pywy/platforms/python/channels.py similarity index 100% rename from python/src/pywy/platforms/python/channels.py rename to python/old_code/src/pywy/platforms/python/channels.py diff --git a/python/src/pywy/platforms/python/execution.py b/python/old_code/src/pywy/platforms/python/execution.py similarity index 100% rename from python/src/pywy/platforms/python/execution.py rename to python/old_code/src/pywy/platforms/python/execution.py diff --git a/python/src/pywy/platforms/python/mappings.py b/python/old_code/src/pywy/platforms/python/mappings.py similarity index 100% rename from python/src/pywy/platforms/python/mappings.py rename to python/old_code/src/pywy/platforms/python/mappings.py diff --git a/python/src/pywy/platforms/python/operator/__init__.py b/python/old_code/src/pywy/platforms/python/operator/__init__.py similarity index 100% rename from python/src/pywy/platforms/python/operator/__init__.py rename to python/old_code/src/pywy/platforms/python/operator/__init__.py diff --git a/python/src/pywy/platforms/python/operator/py_execution_operator.py b/python/old_code/src/pywy/platforms/python/operator/py_execution_operator.py similarity index 100% rename from python/src/pywy/platforms/python/operator/py_execution_operator.py rename to python/old_code/src/pywy/platforms/python/operator/py_execution_operator.py diff --git a/python/src/pywy/platforms/python/operator/py_sink_textfile.py b/python/old_code/src/pywy/platforms/python/operator/py_sink_textfile.py similarity index 100% rename from python/src/pywy/platforms/python/operator/py_sink_textfile.py rename to python/old_code/src/pywy/platforms/python/operator/py_sink_textfile.py diff --git a/python/src/pywy/platforms/python/operator/py_source_textfile.py b/python/old_code/src/pywy/platforms/python/operator/py_source_textfile.py similarity index 100% rename from python/src/pywy/platforms/python/operator/py_source_textfile.py rename to python/old_code/src/pywy/platforms/python/operator/py_source_textfile.py diff --git a/python/src/pywy/platforms/python/operator/py_unary_filter.py b/python/old_code/src/pywy/platforms/python/operator/py_unary_filter.py similarity index 100% rename from python/src/pywy/platforms/python/operator/py_unary_filter.py rename to python/old_code/src/pywy/platforms/python/operator/py_unary_filter.py diff --git a/python/src/pywy/platforms/python/operator/py_unary_flatmap.py b/python/old_code/src/pywy/platforms/python/operator/py_unary_flatmap.py similarity index 100% rename from python/src/pywy/platforms/python/operator/py_unary_flatmap.py rename to python/old_code/src/pywy/platforms/python/operator/py_unary_flatmap.py diff --git a/python/src/pywy/platforms/python/operator/py_unary_map.py b/python/old_code/src/pywy/platforms/python/operator/py_unary_map.py similarity index 100% rename from python/src/pywy/platforms/python/operator/py_unary_map.py rename to python/old_code/src/pywy/platforms/python/operator/py_unary_map.py diff --git a/python/src/pywy/platforms/python/platform.py b/python/old_code/src/pywy/platforms/python/platform.py similarity index 100% rename from python/src/pywy/platforms/python/platform.py rename to python/old_code/src/pywy/platforms/python/platform.py diff --git a/python/src/pywy/platforms/python/plugin.py b/python/old_code/src/pywy/platforms/python/plugin.py similarity index 100% rename from python/src/pywy/platforms/python/plugin.py rename to python/old_code/src/pywy/platforms/python/plugin.py diff --git a/python/src/pywy/plugins.py b/python/old_code/src/pywy/plugins.py similarity index 100% rename from python/src/pywy/plugins.py rename to python/old_code/src/pywy/plugins.py diff --git a/python/src/pywy/tests/unit/operators/__init__.py b/python/old_code/src/pywy/tests/__init__.py similarity index 100% rename from python/src/pywy/tests/unit/operators/__init__.py rename to python/old_code/src/pywy/tests/__init__.py diff --git a/python/src/pywy/tests/benchmark/__init__.py b/python/old_code/src/pywy/tests/benchmark/__init__.py similarity index 100% rename from python/src/pywy/tests/benchmark/__init__.py rename to python/old_code/src/pywy/tests/benchmark/__init__.py diff --git a/python/src/pywy/tests/benchmark/python_benchmark_test.py b/python/old_code/src/pywy/tests/benchmark/python_benchmark_test.py similarity index 99% rename from python/src/pywy/tests/benchmark/python_benchmark_test.py rename to python/old_code/src/pywy/tests/benchmark/python_benchmark_test.py index 7007c4c44..0ef7962d0 100644 --- a/python/src/pywy/tests/benchmark/python_benchmark_test.py +++ b/python/old_code/src/pywy/tests/benchmark/python_benchmark_test.py @@ -23,6 +23,7 @@ from typing import List from pywy.dataquanta import WayangContext + from pywy.plugins import PYTHON from pywy.config import RC_TEST_DIR as ROOT from pywy.config import RC_BENCHMARK_SIZE diff --git a/python/src/pywy/tests/integration/__init__.py b/python/old_code/src/pywy/tests/integration/__init__.py similarity index 100% rename from python/src/pywy/tests/integration/__init__.py rename to python/old_code/src/pywy/tests/integration/__init__.py diff --git a/python/src/pywy/tests/integration/jvm_platform_test.py b/python/old_code/src/pywy/tests/integration/jvm_platform_test.py similarity index 100% rename from python/src/pywy/tests/integration/jvm_platform_test.py rename to python/old_code/src/pywy/tests/integration/jvm_platform_test.py diff --git a/python/src/pywy/tests/integration/python_platform_test.py b/python/old_code/src/pywy/tests/integration/python_platform_test.py similarity index 100% rename from python/src/pywy/tests/integration/python_platform_test.py rename to python/old_code/src/pywy/tests/integration/python_platform_test.py diff --git a/python/src/pywy/tests/unit/platforms/__init__.py b/python/old_code/src/pywy/tests/unit/__init__.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/__init__.py rename to python/old_code/src/pywy/tests/unit/__init__.py diff --git a/python/src/pywy/tests/unit/platforms/python/__init__.py b/python/old_code/src/pywy/tests/unit/core/__init__.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/python/__init__.py rename to python/old_code/src/pywy/tests/unit/core/__init__.py diff --git a/python/src/pywy/tests/unit/core/channel_test.py b/python/old_code/src/pywy/tests/unit/core/channel_test.py similarity index 100% rename from python/src/pywy/tests/unit/core/channel_test.py rename to python/old_code/src/pywy/tests/unit/core/channel_test.py diff --git a/python/src/pywy/tests/unit/core/executor_test.py b/python/old_code/src/pywy/tests/unit/core/executor_test.py similarity index 100% rename from python/src/pywy/tests/unit/core/executor_test.py rename to python/old_code/src/pywy/tests/unit/core/executor_test.py diff --git a/python/src/pywy/tests/unit/core/mapping_test.py b/python/old_code/src/pywy/tests/unit/core/mapping_test.py similarity index 100% rename from python/src/pywy/tests/unit/core/mapping_test.py rename to python/old_code/src/pywy/tests/unit/core/mapping_test.py diff --git a/python/src/pywy/tests/unit/core/plan_test.py b/python/old_code/src/pywy/tests/unit/core/plan_test.py similarity index 100% rename from python/src/pywy/tests/unit/core/plan_test.py rename to python/old_code/src/pywy/tests/unit/core/plan_test.py diff --git a/python/src/pywy/tests/unit/core/platform_test.py b/python/old_code/src/pywy/tests/unit/core/platform_test.py similarity index 100% rename from python/src/pywy/tests/unit/core/platform_test.py rename to python/old_code/src/pywy/tests/unit/core/platform_test.py diff --git a/python/src/pywy/tests/unit/core/plugin_test.py b/python/old_code/src/pywy/tests/unit/core/plugin_test.py similarity index 100% rename from python/src/pywy/tests/unit/core/plugin_test.py rename to python/old_code/src/pywy/tests/unit/core/plugin_test.py diff --git a/python/src/pywy/tests/unit/core/translator_test.py b/python/old_code/src/pywy/tests/unit/core/translator_test.py similarity index 100% rename from python/src/pywy/tests/unit/core/translator_test.py rename to python/old_code/src/pywy/tests/unit/core/translator_test.py diff --git a/python/src/pywy/tests/unit/dataquanta/__init__.py b/python/old_code/src/pywy/tests/unit/dataquanta/__init__.py similarity index 100% rename from python/src/pywy/tests/unit/dataquanta/__init__.py rename to python/old_code/src/pywy/tests/unit/dataquanta/__init__.py diff --git a/python/src/pywy/tests/unit/dataquanta/context_test.py b/python/old_code/src/pywy/tests/unit/dataquanta/context_test.py similarity index 100% rename from python/src/pywy/tests/unit/dataquanta/context_test.py rename to python/old_code/src/pywy/tests/unit/dataquanta/context_test.py diff --git a/python/src/pywy/tests/unit/dataquanta/dataquanta_test.py b/python/old_code/src/pywy/tests/unit/dataquanta/dataquanta_test.py similarity index 100% rename from python/src/pywy/tests/unit/dataquanta/dataquanta_test.py rename to python/old_code/src/pywy/tests/unit/dataquanta/dataquanta_test.py diff --git a/python/src/pywy/tests/unit/platforms/python/operator/__init__.py b/python/old_code/src/pywy/tests/unit/graph/__init__.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/python/operator/__init__.py rename to python/old_code/src/pywy/tests/unit/graph/__init__.py diff --git a/python/src/pywy/tests/unit/graph/graph_test.py b/python/old_code/src/pywy/tests/unit/graph/graph_test.py similarity index 100% rename from python/src/pywy/tests/unit/graph/graph_test.py rename to python/old_code/src/pywy/tests/unit/graph/graph_test.py diff --git a/python/src/pywy/tests/unit/graph/types_test.py b/python/old_code/src/pywy/tests/unit/graph/types_test.py similarity index 100% rename from python/src/pywy/tests/unit/graph/types_test.py rename to python/old_code/src/pywy/tests/unit/graph/types_test.py diff --git a/python/src/pywy/translate/__init__.py b/python/old_code/src/pywy/tests/unit/operators/__init__.py similarity index 100% rename from python/src/pywy/translate/__init__.py rename to python/old_code/src/pywy/tests/unit/operators/__init__.py diff --git a/python/src/pywy/tests/unit/operators/base_test.py b/python/old_code/src/pywy/tests/unit/operators/base_test.py similarity index 100% rename from python/src/pywy/tests/unit/operators/base_test.py rename to python/old_code/src/pywy/tests/unit/operators/base_test.py diff --git a/python/src/pywy/tests/unit/operators/sink_test.py b/python/old_code/src/pywy/tests/unit/operators/sink_test.py similarity index 100% rename from python/src/pywy/tests/unit/operators/sink_test.py rename to python/old_code/src/pywy/tests/unit/operators/sink_test.py diff --git a/python/src/pywy/tests/unit/operators/source_test.py b/python/old_code/src/pywy/tests/unit/operators/source_test.py similarity index 100% rename from python/src/pywy/tests/unit/operators/source_test.py rename to python/old_code/src/pywy/tests/unit/operators/source_test.py diff --git a/python/src/pywy/tests/unit/operators/unary_test.py b/python/old_code/src/pywy/tests/unit/operators/unary_test.py similarity index 100% rename from python/src/pywy/tests/unit/operators/unary_test.py rename to python/old_code/src/pywy/tests/unit/operators/unary_test.py diff --git a/python/old_code/src/pywy/tests/unit/platforms/__init__.py b/python/old_code/src/pywy/tests/unit/platforms/__init__.py new file mode 100644 index 000000000..d9e26de2a --- /dev/null +++ b/python/old_code/src/pywy/tests/unit/platforms/__init__.py @@ -0,0 +1,16 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# diff --git a/python/old_code/src/pywy/tests/unit/platforms/python/__init__.py b/python/old_code/src/pywy/tests/unit/platforms/python/__init__.py new file mode 100644 index 000000000..d9e26de2a --- /dev/null +++ b/python/old_code/src/pywy/tests/unit/platforms/python/__init__.py @@ -0,0 +1,16 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# diff --git a/python/src/pywy/tests/unit/platforms/python/channel_test.py b/python/old_code/src/pywy/tests/unit/platforms/python/channel_test.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/python/channel_test.py rename to python/old_code/src/pywy/tests/unit/platforms/python/channel_test.py diff --git a/python/src/pywy/tests/unit/platforms/python/execution_test.py b/python/old_code/src/pywy/tests/unit/platforms/python/execution_test.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/python/execution_test.py rename to python/old_code/src/pywy/tests/unit/platforms/python/execution_test.py diff --git a/python/src/pywy/tests/unit/platforms/python/mappings_test.py b/python/old_code/src/pywy/tests/unit/platforms/python/mappings_test.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/python/mappings_test.py rename to python/old_code/src/pywy/tests/unit/platforms/python/mappings_test.py diff --git a/python/old_code/src/pywy/tests/unit/platforms/python/operator/__init__.py b/python/old_code/src/pywy/tests/unit/platforms/python/operator/__init__.py new file mode 100644 index 000000000..d9e26de2a --- /dev/null +++ b/python/old_code/src/pywy/tests/unit/platforms/python/operator/__init__.py @@ -0,0 +1,16 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# diff --git a/python/src/pywy/tests/unit/platforms/python/operator/py_execution_operator_test.py b/python/old_code/src/pywy/tests/unit/platforms/python/operator/py_execution_operator_test.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/python/operator/py_execution_operator_test.py rename to python/old_code/src/pywy/tests/unit/platforms/python/operator/py_execution_operator_test.py diff --git a/python/src/pywy/tests/unit/platforms/python/operator/py_sink_textfile_test.py b/python/old_code/src/pywy/tests/unit/platforms/python/operator/py_sink_textfile_test.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/python/operator/py_sink_textfile_test.py rename to python/old_code/src/pywy/tests/unit/platforms/python/operator/py_sink_textfile_test.py diff --git a/python/src/pywy/tests/unit/platforms/python/operator/py_source_textfile_test.py b/python/old_code/src/pywy/tests/unit/platforms/python/operator/py_source_textfile_test.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/python/operator/py_source_textfile_test.py rename to python/old_code/src/pywy/tests/unit/platforms/python/operator/py_source_textfile_test.py diff --git a/python/src/pywy/tests/unit/platforms/python/operator/py_unary_filter_test.py b/python/old_code/src/pywy/tests/unit/platforms/python/operator/py_unary_filter_test.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/python/operator/py_unary_filter_test.py rename to python/old_code/src/pywy/tests/unit/platforms/python/operator/py_unary_filter_test.py diff --git a/python/src/pywy/tests/unit/platforms/python/platform_test.py b/python/old_code/src/pywy/tests/unit/platforms/python/platform_test.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/python/platform_test.py rename to python/old_code/src/pywy/tests/unit/platforms/python/platform_test.py diff --git a/python/src/pywy/tests/unit/platforms/python/plugin_test.py b/python/old_code/src/pywy/tests/unit/platforms/python/plugin_test.py similarity index 100% rename from python/src/pywy/tests/unit/platforms/python/plugin_test.py rename to python/old_code/src/pywy/tests/unit/platforms/python/plugin_test.py diff --git a/python/src/pywy/tests/unit/types_test.py b/python/old_code/src/pywy/tests/unit/types_test.py similarity index 100% rename from python/src/pywy/tests/unit/types_test.py rename to python/old_code/src/pywy/tests/unit/types_test.py diff --git a/python/old_code/src/pywy/translate/__init__.py b/python/old_code/src/pywy/translate/__init__.py new file mode 100644 index 000000000..d9e26de2a --- /dev/null +++ b/python/old_code/src/pywy/translate/__init__.py @@ -0,0 +1,16 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# diff --git a/python/old_code/src/pywy/types.py b/python/old_code/src/pywy/types.py new file mode 100644 index 000000000..70160c562 --- /dev/null +++ b/python/old_code/src/pywy/types.py @@ -0,0 +1,101 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from typing import (Generic, TypeVar, Callable, Hashable, Iterable, Type) +from inspect import signature +from pywy.exception import PywyException + +T = TypeVar("T") # Type +In = TypeVar("In") # Input Type number 1 +In2 = TypeVar("In2") # Input Type number 2 +Out = TypeVar("Out") # Output Type + +IterableT = Iterable[T] # Iterable of type 'T' +IterableOut = Iterable[Out] # Iterable of type 'O' +IterableIn = Iterable[In] # Iterable of type 'O' + +T_co = TypeVar("T_co", covariant=True) +U_co = TypeVar("U_co", covariant=True) +K = TypeVar("K", bound=Hashable) + +GenericTco = Generic[T_co] +GenericUco = Generic[U_co] + +Predicate = Callable[[T], bool] +Function = Callable[[In], Out] +BiFunction = Callable[[In, In2], Out] + +FlatmapFunction = Callable[[T], IterableOut] + + +def get_type_predicate(call: Predicate) -> type: + sig = signature(call) + if len(sig.parameters) != 1: + raise PywyException( + "the parameters for the Predicate are distinct than one, {}".format( + str(sig.parameters) + ) + ) + + keys = list(sig.parameters.keys()) + return sig.parameters[keys[0]].annotation + + +def get_type_function(call: Function) -> (type, type): + sig = signature(call) + if len(sig.parameters) != 1: + raise PywyException( + "the parameters for the Function are distinct than one, {}".format( + str(sig.parameters) + ) + ) + + keys = list(sig.parameters.keys()) + return sig.parameters[keys[0]].annotation, sig.return_annotation + + +def get_type_bifunction(call: BiFunction) -> (type, type, type): + sig = signature(call) + if len(sig.parameters) != 2: + raise PywyException( + "the parameters for the BiFunction are distinct than two, {}".format( + str(sig.parameters) + ) + ) + + keys = list(sig.parameters.keys()) + return sig.parameters[keys[0]].annotation, sig.parameters[keys[1]].annotation, sig.return_annotation + + +def get_type_flatmap_function(call: FlatmapFunction) -> (type, type): + sig = signature(call) + if len(sig.parameters) != 1: + raise PywyException( + "the parameters for the FlatmapFunction are distinct than one, {}".format( + str(sig.parameters) + ) + ) + + if type(sig.return_annotation) != type(Iterable): + raise PywyException( + "the return for the FlatmapFunction is not Iterable, {}".format( + str(sig.return_annotation) + ) + ) + + keys = list(sig.parameters.keys()) + return sig.parameters[keys[0]].annotation, sig.return_annotation.__args__[0] diff --git a/python/pyproject.toml b/python/pyproject.toml new file mode 100644 index 000000000..0c53a6c01 --- /dev/null +++ b/python/pyproject.toml @@ -0,0 +1,20 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +[build-system] +requires = ["setuptools>=42"] +build-backend = "setuptools.build_meta" diff --git a/python/setup.cfg b/python/setup.cfg index f2b5ada89..124841c77 100644 --- a/python/setup.cfg +++ b/python/setup.cfg @@ -1,5 +1,5 @@ # -# Licensed to the Apache Software Foundation (ASF) under one or more +#Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to You under the Apache License, Version 2.0 @@ -17,7 +17,7 @@ [metadata] name = pywy -version = 0.6.1-SNAPSHOT +version = 0.7.1 author = Apache Wayang(Incubating) author_email = dev@wayang.apache.org description = Implementation of python for Apache Wayang @@ -37,12 +37,11 @@ package_dir = packages = find: python_requires = >=3.6 install_requires = - cloudpickle ==2.0.0 - protobuf ==3.19.4 - BazSpam ==1.1 + cloudpickle ==3.0.0 + requests ==2.31.0 tests_require = unitest ==1.3.5 [options.packages.find] -where = src \ No newline at end of file +where = src diff --git a/python/src/.gitignore b/python/src/.gitignore new file mode 100644 index 000000000..2e29b4d36 --- /dev/null +++ b/python/src/.gitignore @@ -0,0 +1 @@ +pywy.egg-info diff --git a/python/src/pywy/core/__init__.py b/python/src/pywy/core/__init__.py index f9be82cab..f4fbbd2f9 100644 --- a/python/src/pywy/core/__init__.py +++ b/python/src/pywy/core/__init__.py @@ -15,19 +15,11 @@ # limitations under the License. # -from pywy.core.channel import Channel, ChannelDescriptor -from pywy.core.executor import Executor -from pywy.core.mapping import Mapping -from pywy.core.core import PywyPlan, Plugin, Translator +from pywy.core.core import PywyPlan, Plugin from pywy.core.platform import Platform __ALL__ = [ - Channel, - ChannelDescriptor, - Executor, - Mapping, PywyPlan, Platform, Plugin, - Translator ] diff --git a/python/src/pywy/core/__pycache__/__init__.cpython-38.pyc b/python/src/pywy/core/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 000000000..fef19bc44 Binary files /dev/null and b/python/src/pywy/core/__pycache__/__init__.cpython-38.pyc differ diff --git a/python/src/pywy/core/__pycache__/core.cpython-38.pyc b/python/src/pywy/core/__pycache__/core.cpython-38.pyc new file mode 100644 index 000000000..616d9f02a Binary files /dev/null and b/python/src/pywy/core/__pycache__/core.cpython-38.pyc differ diff --git a/python/src/pywy/core/__pycache__/platform.cpython-38.pyc b/python/src/pywy/core/__pycache__/platform.cpython-38.pyc new file mode 100644 index 000000000..5c1407261 Binary files /dev/null and b/python/src/pywy/core/__pycache__/platform.cpython-38.pyc differ diff --git a/python/src/pywy/core/core.py b/python/src/pywy/core/core.py index 084ffc25a..9cd6e6061 100644 --- a/python/src/pywy/core/core.py +++ b/python/src/pywy/core/core.py @@ -1,4 +1,4 @@ -# + # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. @@ -16,19 +16,19 @@ # from typing import Set, Iterable +import json +import base64 +import cloudpickle +import requests +import subprocess +import time +import os -from pywy.core.executor import Executor from pywy.core.platform import Platform -from pywy.core.mapping import Mapping +from pywy.core.serializer import JSONSerializer from pywy.graph.graph import WayangGraph from pywy.graph.types import WGraphOfVec, NodeOperator, NodeVec -from pywy.operators import SinkOperator - - -class TranslateContext: - """TranslateContext contextual variables a parameters for the translation - """ - pass +from pywy.operators import SinkOperator, UnaryToUnaryOperator, SourceUnaryOperator class Plugin: @@ -41,26 +41,14 @@ class Plugin: """ platforms: Set[Platform] - mappings: Mapping - translate_context: TranslateContext def __init__( self, - platforms: Set[Platform], - mappings: Mapping = Mapping(), - translate_context: TranslateContext = None): + platforms: Set[Platform]): self.platforms = platforms - self.mappings = mappings - self.translate_context = translate_context - - def get_mappings(self) -> Mapping: - return self.mappings - - def get_executor(self) -> Executor: - pass def __str__(self): - return "Platforms: {}, Mappings: {}".format(str(self.platforms), str(self.mappings)) + return "Platforms: {}".format(str(self.platforms)) def __repr__(self): return self.__str__() @@ -109,66 +97,41 @@ def set_graph(self): self.graph = WGraphOfVec(self.sinks) def execute(self): - """ Execute the plan with the plugin provided at the moment of creation + """ Transform the plan into topologies to group pipelines into one + MapPartition operator + Transform the plan into json objects to send it to Wayang """ - plug = next(iter(self.plugins)) - trs: Translator = Translator(plug, self) - new_plan = trs.translate() - plug.get_executor().execute(new_plan) - - -class Translator: - """Translator use the :py:class:`pywy.core.Mapping` to convert the :py:class:`pywy.operators.base.PywyOperator` - - Translator take a plan a produce the executable version of the plan using as tool - the :py:class:`pywy.core.Mapping` of the :py:class:`pywy.core.core.Plugin` and convert - the :py:class:`pywy.operators.base.PywyOperator` into an executable version inside - the :py:class:`pywy.core.Platform` - - Attributes - ---------- - plugin : :py:class:`pywy.core.core.Plugin` - plugin use in the translation - plan : :py:class:`pywy.core.core.PywyPlan` - Plan to be translated by the translator - translate_context: :py:class:`pywy.core.core.TranslateContext` - context used by the translates at runtime in some case is not needed - """ - - plugin: Plugin - plan: PywyPlan - translate_context: TranslateContext - - def __init__(self, plugin: Plugin, plan: PywyPlan): - self.plugin = plugin - self.plan = plan - self.translate_context = plugin.translate_context - - def translate(self): - mappings: Mapping = self.plugin.get_mappings() - graph = WGraphOfVec(self.plan.sinks) - - translate = self.translate_context - - def translate2plugin(current_op: NodeVec, next_op: NodeVec): - if current_op is None: - return - - if current_op.current[1] is None: - current_op.current[1] = mappings.get_instanceof(current_op.current[0], **{'translate_context': translate}) - - if next_op is None: - return - if next_op.current[1] is None: - next_op.current[1] = mappings.get_instanceof(next_op.current[0], **{'translate_context': translate}) - - # TODO not necesary it it 0 - current_op.current[1].connect(0, next_op.current[1], 0) - - graph.traversal(graph.starting_nodes, translate2plugin) - - node = [] - for elem in graph.starting_nodes: - node.append(elem.current[1]) - - return PywyPlan({self.plugin}, node) + json_data = {} + context = {} + context["origin"] = "python" + context["platforms"] = {} + + if len(self.plugins) > 0: + context["platforms"] = list(map(lambda pl: next(iter(pl.platforms)).name, self.plugins)) + + json_data["context"] = context + json_data["operators"] = [] + + nodes = [] + pipeline = list() + self.graph.traversal(self.graph.starting_nodes, lambda x, parent: nodes.append(x)) + id_table = {(obj.current[0]): index + 1 for index, obj in enumerate(nodes)} + serializer = JSONSerializer(id_table) + + for node in nodes: + operator = node.current[0] + + if isinstance(operator, UnaryToUnaryOperator): + pipeline.append(operator) + else: + if len(pipeline) > 0: + json_data["operators"].append(serializer.serialize_pipeline(pipeline)) + + json_data["operators"].append(serializer.serialize(operator)) + pipeline = list() + + # This should either be configurable on the WayangContext or env + url = 'http://localhost:8080/wayang-api-json/submit-plan/json' + headers = {'Content-type': 'application/json'} + json_body = json.dumps(json_data) + response = requests.post(url, headers=headers, json=json_data) diff --git a/python/src/pywy/core/functions.py b/python/src/pywy/core/functions.py new file mode 100644 index 000000000..7a0d6e6c1 --- /dev/null +++ b/python/src/pywy/core/functions.py @@ -0,0 +1,29 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +class ChainedFunctions: + def __init__(self): + self.functions = [] + + def add_function(self, function): + self.functions.append(function) + return self + + def execute(self, input_data): + result = input_data + for function in self.functions: + result = function(result) + return result diff --git a/python/src/pywy/core/serializer.py b/python/src/pywy/core/serializer.py new file mode 100644 index 000000000..54fc351c9 --- /dev/null +++ b/python/src/pywy/core/serializer.py @@ -0,0 +1,101 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from typing import Set, Iterable +import json +import base64 +import cloudpickle +import requests +import subprocess +import time + +from pywy.core.platform import Platform +from pywy.core.functions import ChainedFunctions +from pywy.graph.graph import WayangGraph +from pywy.graph.types import WGraphOfVec, NodeOperator, NodeVec +from pywy.operators import SinkOperator, UnaryToUnaryOperator, SourceUnaryOperator + +class JSONSerializer: + id_table: Iterable[int] + + def __init__(self, id_table: Iterable[int]): + self.id_table = id_table + + def serialize(self, operator): + json_operator = {} + json_operator["id"] = self.id_table[operator] + json_operator["operatorName"] = operator.json_name + json_operator["cat"] = operator.cat + if operator.cat != "input": + json_operator["input"] = list(map(lambda x: self.id_table[x], operator.inputOperator)) + else: + json_operator["input"] = [] + + if operator.cat != "output": + json_operator["output"] = list(map(lambda x: self.id_table[x], operator.outputOperator)) + else: + json_operator["output"] = [] + + json_operator["data"] = {} + + if operator.json_name == "filter": + json_operator["data"]["udf"] = base64.b64encode(cloudpickle.dumps(operator.use_predicate)).decode('utf-8') + + return json_operator + if operator.json_name == "reduceBy": + json_operator["data"]["keyUdf"] = base64.b64encode(cloudpickle.dumps(operator.key_function)).decode('utf-8') + json_operator["data"]["udf"] = base64.b64encode(cloudpickle.dumps(operator.reduce_function)).decode('utf-8') + + return json_operator + elif operator.json_name == "join": + json_operator["data"]["thisKeyUdf"] = base64.b64encode(cloudpickle.dumps(operator.this_key_function)).decode('utf-8') + json_operator["data"]["thatKeyUdf"] = base64.b64encode(cloudpickle.dumps(operator.that_key_function)).decode('utf-8') + + return json_operator + else: + if hasattr(operator, "get_udf"): + json_operator["data"]["udf"] = base64.b64encode(cloudpickle.dumps(operator.get_udf)).decode('utf-8') + + if hasattr(operator, "path"): + json_operator["data"]["filename"] = operator.path + + return json_operator + + def serialize_pipeline(self, pipeline): + assert len(pipeline) > 0 + + json_operator = {} + json_operator["id"] = self.id_table[pipeline[0]] + json_operator["operatorName"] = "mapPartitions" + json_operator["cat"] = "unary" + json_operator["data"] = {} + json_operator["input"] = list(map(lambda x: self.id_table[x], pipeline[0].inputOperator)) + json_operator["output"] = list(map(lambda x: self.id_table[x], pipeline[len(pipeline) - 1].outputOperator)) + + if len(pipeline) == 1: + return self.serialize(pipeline[0]) + + chainedUdfs = ChainedFunctions() + + for operator in pipeline: + self.id_table[operator] = json_operator["id"] + if hasattr(operator, "get_udf"): + chainedUdfs.add_function(operator.get_udf) + + json_operator["data"]["udf"] = base64.b64encode(cloudpickle.dumps(chainedUdfs.execute)).decode('utf-8') + + return json_operator diff --git a/python/src/pywy/dataquanta.py b/python/src/pywy/dataquanta.py index c0836dfbf..0e0adfeb6 100644 --- a/python/src/pywy/dataquanta.py +++ b/python/src/pywy/dataquanta.py @@ -19,7 +19,7 @@ from pywy.core.core import Plugin, PywyPlan from pywy.operators.base import PO_T -from pywy.types import (GenericTco, Predicate, Function, FlatmapFunction, IterableOut, T, In, Out) +from pywy.types import (GenericTco, Predicate, Function, BiFunction, FlatmapFunction, IterableOut, T, In, Out) from pywy.operators import * @@ -38,7 +38,7 @@ def __init__(self): def register(self, *plugins: Plugin): for p in plugins: - self.plugins.add(p) + self.plugins.update(p) return self """ @@ -79,19 +79,42 @@ def map(self: "DataQuanta[In]", f: Function) -> "DataQuanta[Out]": def flatmap(self: "DataQuanta[In]", f: FlatmapFunction) -> "DataQuanta[IterableOut]": return DataQuanta(self.context, self._connect(FlatmapOperator(f))) - def store_textfile(self: "DataQuanta[In]", path: str, end_line: str = None): + def reduce_by_key(self: "DataQuanta[In]", + key_f: Function, + f: BiFunction) -> "DataQuanta[IterableOut]": + + return DataQuanta(self.context, self._connect(ReduceByKeyOperator(key_f, f))) + + def join( + self: "DataQuanta[In]", + this_key_f: Function, + that: "DataQuanta[In]", + that_key_f: Function) -> "DataQuanta[Out]": + + op = JoinOperator( + this_key_f, + that, + that_key_f, + ) + + self._connect(op), + return DataQuanta( + self.context, + that._connect(op,1) + ) + + def store_textfile(self: "DataQuanta[In]", path: str): last: List[SinkOperator] = [ cast( SinkOperator, self._connect( TextFileSink( - path, - self.operator.outputSlot[0], - end_line + path ) ) ) ] + #print(PywyPlan(self.context.plugins, last)) PywyPlan(self.context.plugins, last).execute() def _connect(self, op: PO_T, port_op: int = 0) -> PywyOperator: diff --git a/python/src/pywy/execution/__init__.py b/python/src/pywy/execution/__init__.py new file mode 100644 index 000000000..d9e26de2a --- /dev/null +++ b/python/src/pywy/execution/__init__.py @@ -0,0 +1,16 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# diff --git a/python/src/pywy/execution/util.py b/python/src/pywy/execution/util.py new file mode 100644 index 000000000..3fd3e2e1b --- /dev/null +++ b/python/src/pywy/execution/util.py @@ -0,0 +1,26 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + + +class SpecialLengths(object): + END_OF_DATA_SECTION = -1 + PYTHON_EXCEPTION_THROWN = -2 + TIMING_DATA = -3 + END_OF_STREAM = -4 + NULL = -5 + START_ARROW_STREAM = -6 + diff --git a/python/src/pywy/execution/worker.py b/python/src/pywy/execution/worker.py new file mode 100755 index 000000000..86745c991 --- /dev/null +++ b/python/src/pywy/execution/worker.py @@ -0,0 +1,133 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import os +import socket +import struct +import base64 +import re +import sys +import ast +import copy +import pickle +import cloudpickle + +from pywy.execution.util import SpecialLengths + +def read_int(stream): + length = stream.read(4) + if not length: + raise EOFError + res = struct.unpack("!i", length)[0] + return res + + +class UTF8Deserializer: + """ + Deserializes streams written by String.getBytes. + """ + + def __init__(self, use_unicode=True): + self.use_unicode = use_unicode + + def loads(self, stream): + length = read_int(stream) + if length == SpecialLengths.END_OF_DATA_SECTION: + raise EOFError + elif length == SpecialLengths.NULL: + return None + s = stream.read(length) + return s.decode("utf-8") if self.use_unicode else s + + def load_stream(self, stream): + try: + while True: + yield self.loads(stream) + except struct.error: + return + except EOFError: + return + + def __repr__(self): + return "UTF8Deserializer(%s)" % self.use_unicode + + +def write_int(p, outfile): + outfile.write(struct.pack("!i", p)) + + +def write_with_length(obj, stream): + serialized = obj.encode('utf-8') + if serialized is None: + raise ValueError("serialized value should not be None") + if len(serialized) > (1 << 31): + raise ValueError("can not serialize object larger than 2G") + write_int(len(serialized), stream) + stream.write(serialized) + + +def dump_stream(iterator, stream): + if type(iterator) is bool: + write_with_length(str(int(iterator == True)), stream) + else: + for obj in iterator: + if type(obj) is str: + write_with_length(obj, stream) + if type(obj) is bool: + write_with_length(int(obj == True), stream) + else: + write_with_length(str(obj), stream) + ## elif type(obj) is list: + ## write_with_length(obj, stream) + write_int(SpecialLengths.END_OF_DATA_SECTION, stream) + +def process(infile, outfile): + udf_length = read_int(infile) + serialized_udf = infile.read(udf_length) + decoded_udf = base64.b64decode(serialized_udf) + func = pickle.loads(decoded_udf) + iterator = UTF8Deserializer().load_stream(infile) + out_iter = func(iterator) + dump_stream(iterator=out_iter, stream=outfile) + +def local_connect(port): + sock = None + errors = [] + # Support for both IPv4 and IPv6. + # On most of IPv6-ready systems, IPv6 will take precedence. + for res in socket.getaddrinfo("127.0.0.1", port, socket.AF_UNSPEC, socket.SOCK_STREAM): + af, socktype, proto, _, sa = res + try: + sock = socket.socket(af, socktype, proto) + sock.settimeout(30) + sock.connect(sa) + sockfile = sock.makefile("rwb", 65536) + return (sockfile, sock) + except socket.error as e: + emsg = str(e) + errors.append("tried to connect to %s, but an error occurred: %s" % (sa, emsg)) + sock.close() + sock = None + raise Exception("could not open socket: %s" % errors) + + +if __name__ == '__main__': + java_port = int(os.environ["PYTHON_WORKER_FACTORY_PORT"]) + sock_file, sock = local_connect(java_port) + process(sock_file, sock_file) + sock_file.flush() + exit() diff --git a/python/src/pywy/graph/__pycache__/__init__.cpython-38.pyc b/python/src/pywy/graph/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 000000000..d2bb5d0c0 Binary files /dev/null and b/python/src/pywy/graph/__pycache__/__init__.cpython-38.pyc differ diff --git a/python/src/pywy/graph/__pycache__/graph.cpython-38.pyc b/python/src/pywy/graph/__pycache__/graph.cpython-38.pyc new file mode 100644 index 000000000..d01e970f8 Binary files /dev/null and b/python/src/pywy/graph/__pycache__/graph.cpython-38.pyc differ diff --git a/python/src/pywy/graph/__pycache__/types.cpython-38.pyc b/python/src/pywy/graph/__pycache__/types.cpython-38.pyc new file mode 100644 index 000000000..761457ddc Binary files /dev/null and b/python/src/pywy/graph/__pycache__/types.cpython-38.pyc differ diff --git a/python/src/pywy/operators/__init__.py b/python/src/pywy/operators/__init__.py index ba58b1d81..96243dddc 100644 --- a/python/src/pywy/operators/__init__.py +++ b/python/src/pywy/operators/__init__.py @@ -17,15 +17,21 @@ from pywy.operators.base import PywyOperator from pywy.operators.sink import TextFileSink, SinkOperator -from pywy.operators.source import TextFileSource -from pywy.operators.unary import FilterOperator, MapOperator, FlatmapOperator +from pywy.operators.source import TextFileSource, SourceUnaryOperator +from pywy.operators.unary import UnaryToUnaryOperator, FilterOperator, MapOperator, FlatmapOperator, ReduceByKeyOperator +from pywy.operators.binary import BinaryToUnaryOperator, JoinOperator __ALL__ = [ PywyOperator, + UnaryToUnaryOperator, + BinaryToUnaryOperator, TextFileSink, TextFileSource, FilterOperator, SinkOperator, + SourceUnaryOperator, MapOperator, - FlatmapOperator + ReduceByKeyOperator, + FlatmapOperator, + JoinOperator ] diff --git a/python/src/pywy/operators/__pycache__/__init__.cpython-38.pyc b/python/src/pywy/operators/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 000000000..4d599827c Binary files /dev/null and b/python/src/pywy/operators/__pycache__/__init__.cpython-38.pyc differ diff --git a/python/src/pywy/operators/__pycache__/base.cpython-38.pyc b/python/src/pywy/operators/__pycache__/base.cpython-38.pyc new file mode 100644 index 000000000..2163a0e17 Binary files /dev/null and b/python/src/pywy/operators/__pycache__/base.cpython-38.pyc differ diff --git a/python/src/pywy/operators/__pycache__/sink.cpython-38.pyc b/python/src/pywy/operators/__pycache__/sink.cpython-38.pyc new file mode 100644 index 000000000..64fe7826e Binary files /dev/null and b/python/src/pywy/operators/__pycache__/sink.cpython-38.pyc differ diff --git a/python/src/pywy/operators/__pycache__/source.cpython-38.pyc b/python/src/pywy/operators/__pycache__/source.cpython-38.pyc new file mode 100644 index 000000000..ca71e642b Binary files /dev/null and b/python/src/pywy/operators/__pycache__/source.cpython-38.pyc differ diff --git a/python/src/pywy/operators/__pycache__/unary.cpython-38.pyc b/python/src/pywy/operators/__pycache__/unary.cpython-38.pyc new file mode 100644 index 000000000..b9032fa9f Binary files /dev/null and b/python/src/pywy/operators/__pycache__/unary.cpython-38.pyc differ diff --git a/python/src/pywy/operators/base.py b/python/src/pywy/operators/base.py index 14620c400..d916acc44 100644 --- a/python/src/pywy/operators/base.py +++ b/python/src/pywy/operators/base.py @@ -15,42 +15,30 @@ # limitations under the License. # -from typing import (TypeVar, Optional, List, Set) -from pywy.core import ChannelDescriptor -from pywy.core.channel import CH_T, CHD_T +from typing import (TypeVar, Optional, List) class PywyOperator: - - inputSlot: List[TypeVar] - inputChannel: List[CH_T] - inputChannelDescriptor: List[CHD_T] - inputOperator: List['PywyOperator'] + cat: str inputs: int - outputSlot: List[TypeVar] - outputChannel: List[CH_T] - outputChannelDescriptor: List[CHD_T] - outputOperator: List['PywyOperator'] outputs: int + inputOperator: List['PywyOperator'] + outputOperator: List['PywyOperator'] def __init__(self, name: str, - input_type: TypeVar = None, - output_type: TypeVar = None, + cat: str, input_length: Optional[int] = 1, output_length: Optional[int] = 1, *args, **kwargs ): self.name = (self.prefix() + name + self.postfix()).strip() - self.inputSlot = [input_type] + self.cat = cat self.inputs = input_length - self.outputSlot = [output_type] self.outputs = output_length self.inputOperator = [None] * self.inputs self.outputOperator = [None] * self.outputs - self.inputChannel = [None] * self.inputs - self.outputChannel = [None] * self.outputs def validate_inputs(self, vec): if len(vec) != self.inputs: @@ -70,20 +58,10 @@ def validate_outputs(self, vec): ) ) - def validate_channels(self, inputs, outputs): - self.validate_inputs(inputs) - self.validate_outputs(outputs) - def connect(self, port: int, that: 'PO_T', port_that: int): self.outputOperator[port] = that that.inputOperator[port_that] = self - def get_input_channeldescriptors(self) -> Set[ChannelDescriptor]: - pass - - def get_output_channeldescriptors(self) -> Set[ChannelDescriptor]: - pass - def prefix(self) -> str: return '' @@ -96,16 +74,13 @@ def name_basic(self, with_prefix: bool = False, with_postfix: bool = True): return self.name[prefix:len(self.name) - postfix] def __str__(self): - return "BaseOperator: \n\t- name: {}\n\t- inputs: {} {}\n\t- outputs: {} {} \n".format( + return "BaseOperator: \n\t- name: {}\n\t- inputs: {}\n\t- outputs: {}\n".format( str(self.name), str(self.inputs), - str(self.inputSlot), str(self.outputs), - str(self.outputSlot), ) def __repr__(self): return self.__str__() - PO_T = TypeVar('PO_T', bound=PywyOperator) diff --git a/python/src/pywy/operators/binary.py b/python/src/pywy/operators/binary.py new file mode 100644 index 000000000..da6cdaaa0 --- /dev/null +++ b/python/src/pywy/operators/binary.py @@ -0,0 +1,61 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from itertools import chain, groupby +from collections import defaultdict +import ast + +from pywy.operators.base import PywyOperator +from pywy.types import ( + GenericTco, + GenericUco, + Predicate, + get_type_predicate, + Function, + BiFunction, + get_type_function, + FlatmapFunction, + get_type_flatmap_function + ) + +class BinaryToUnaryOperator(PywyOperator): + + def __init__(self, name: str): + super().__init__(name, "binary", 2, 1) + + def postfix(self) -> str: + return 'OperatorBinary' + + def __str__(self): + return super().__str__() + + def __repr__(self): + return super().__repr__() + +class JoinOperator(BinaryToUnaryOperator): + this_key_function: Function + that: PywyOperator + that_key_function: Function + json_name: str + + def __init__(self, this_key_function: Function, that: PywyOperator, that_key_function: Function): + super().__init__("Join") + self.this_key_function = lambda g: this_key_function(next(g)) + self.that = that + self.that_key_function = lambda g: that_key_function(next(g)) + self.json_name = "join" + diff --git a/python/src/pywy/operators/sink.py b/python/src/pywy/operators/sink.py index 457e202a9..13139237d 100644 --- a/python/src/pywy/operators/sink.py +++ b/python/src/pywy/operators/sink.py @@ -15,9 +15,6 @@ # limitations under the License. # -from typing import Any - -from pywy.types import GenericTco from pywy.operators.base import PywyOperator @@ -29,8 +26,8 @@ def postfix(self) -> str: class SinkUnaryOperator(SinkOperator): - def __init__(self, name: str, input_type: GenericTco = Any): - super().__init__(name, input_type, None, 1, 0) + def __init__(self, name: str): + super().__init__(name, "output", 1, 0) def __str__(self): return super().__str__() @@ -41,15 +38,12 @@ def __repr__(self): class TextFileSink(SinkUnaryOperator): path: str - end_line: str + json_name: str - def __init__(self, path: str, input_type: GenericTco, end_line: str = None): - super().__init__('TextFile', input_type) + def __init__(self, path: str): + super().__init__('TextFile') self.path = path - if input_type != str and end_line is None: - self.end_line = '\n' - else: - self.end_line = end_line + self.json_name = "textFileOutput" def __str__(self): return super().__str__() diff --git a/python/src/pywy/operators/source.py b/python/src/pywy/operators/source.py index 4516c5645..095c8b566 100644 --- a/python/src/pywy/operators/source.py +++ b/python/src/pywy/operators/source.py @@ -23,8 +23,7 @@ class SourceUnaryOperator(PywyOperator): def __init__(self, name: str): super(SourceUnaryOperator, self).__init__( name=name, - input_type=None, - output_type=str, + cat="input", input_length=0, output_length=1 ) @@ -41,13 +40,16 @@ def __repr__(self): class TextFileSource(SourceUnaryOperator): path: str + json_name: str def __init__(self, path: str): super(TextFileSource, self).__init__('TextFile') self.path = path + self.json_name = "textFileInput" def __str__(self): return super().__str__() def __repr__(self): return super().__repr__() + diff --git a/python/src/pywy/operators/unary.py b/python/src/pywy/operators/unary.py index ded09923f..644718555 100644 --- a/python/src/pywy/operators/unary.py +++ b/python/src/pywy/operators/unary.py @@ -15,6 +15,10 @@ # limitations under the License. # +from itertools import chain, groupby +from collections import defaultdict +import ast + from pywy.operators.base import PywyOperator from pywy.types import ( GenericTco, @@ -22,6 +26,7 @@ Predicate, get_type_predicate, Function, + BiFunction, get_type_function, FlatmapFunction, get_type_flatmap_function @@ -30,8 +35,8 @@ class UnaryToUnaryOperator(PywyOperator): - def __init__(self, name: str, input_type: GenericTco, output_type: GenericUco): - super().__init__(name, input_type, output_type, 1, 1) + def __init__(self, name: str): + super().__init__(name, "unary", 1, 1) def postfix(self) -> str: return 'OperatorUnary' @@ -46,11 +51,18 @@ def __repr__(self): class FilterOperator(UnaryToUnaryOperator): predicate: Predicate + json_name: str def __init__(self, predicate: Predicate): - predicate_type = get_type_predicate(predicate) if predicate else None - super().__init__("Filter", predicate_type, predicate_type) + super().__init__("Filter") self.predicate = predicate + self.json_name = "filter" + + def use_predicate(self, iterator) -> bool: + return self.predicate(next(iterator)) + + def get_udf(self, iterator): + return filter(self.predicate, iterator) def __str__(self): return super().__str__() @@ -62,11 +74,34 @@ def __repr__(self): class MapOperator(UnaryToUnaryOperator): function: Function + json_name: str def __init__(self, function: Function): - types = get_type_function(function) if function else (None, None) - super().__init__("Map", types[0], types[1]) + super().__init__("Map") self.function = function + self.json_name = "map" + + def get_udf(self, iterator): + return map(self.function, iterator) + + def __str__(self): + return super().__str__() + + def __repr__(self): + return super().__repr__() + +class MapPartitionsOperator(UnaryToUnaryOperator): + + function: Function + json_name: str + + def __init__(self, function: Function): + super().__init__("MapPartitions") + self.function = function + self.json_name = "mapPartitions" + + def get_udf(self, iterator): + return map(self.function, iterator) def __str__(self): return super().__str__() @@ -78,11 +113,50 @@ def __repr__(self): class FlatmapOperator(UnaryToUnaryOperator): fm_function: FlatmapFunction + json_name: str def __init__(self, fm_function: FlatmapFunction): - types = get_type_flatmap_function(fm_function) if fm_function else (None, None) - super().__init__("Flatmap", types[0], types[1]) + super().__init__("Flatmap") self.fm_function = fm_function + self.json_name = "flatMap" + + def get_udf(self, iterator): + return chain.from_iterable(map(self.fm_function, iterator)) + + def __str__(self): + return super().__str__() + + def __repr__(self): + return super().__repr__() + +class ReduceByKeyOperator(UnaryToUnaryOperator): + key_function: Function + reduce_function: BiFunction + json_name: str + + def __init__(self, key_function: Function, reduce_function: BiFunction): + super().__init__("ReduceByKey") + self.key_function = key_function + self.reduce_function = reduce_function + self.json_name = "reduceBy" + + def get_udf(self, iterator): + # Use ast.literal_eval() to safely evaluate the string as a Python literal + #print(", ".join(iterator)) + #list_of_tuples = ast.literal_eval("[" + ", ".join(iterator) + "]") + + tuples = [(str(item[0]), str(item[1])) for item in iterator] + grouped_data = groupby(sorted(tuples, key=self.key_function), key=self.key_function) + + # Create a defaultdict to store the sums + sums = {} + + for key, group in grouped_data: + sums[key] = (key, 1) + for item in group: + sums[key] = self.reduce_function(sums[key], item) + + return sums.values() def __str__(self): return super().__str__() diff --git a/python/src/pywy/platforms/__pycache__/__init__.cpython-38.pyc b/python/src/pywy/platforms/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 000000000..e8585f857 Binary files /dev/null and b/python/src/pywy/platforms/__pycache__/__init__.cpython-38.pyc differ diff --git a/python/src/pywy/platforms/__pycache__/java.cpython-38.pyc b/python/src/pywy/platforms/__pycache__/java.cpython-38.pyc new file mode 100644 index 000000000..6c3d61218 Binary files /dev/null and b/python/src/pywy/platforms/__pycache__/java.cpython-38.pyc differ diff --git a/python/src/pywy/platforms/__pycache__/spark.cpython-38.pyc b/python/src/pywy/platforms/__pycache__/spark.cpython-38.pyc new file mode 100644 index 000000000..ee344687d Binary files /dev/null and b/python/src/pywy/platforms/__pycache__/spark.cpython-38.pyc differ diff --git a/python/src/pywy/platforms/java.py b/python/src/pywy/platforms/java.py new file mode 100644 index 000000000..67aac1348 --- /dev/null +++ b/python/src/pywy/platforms/java.py @@ -0,0 +1,26 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.core.platform import Platform +from pywy.core import Plugin + +class JavaPlatform(Platform): + + def __init__(self): + super(JavaPlatform, self).__init__("Java") + +JavaPlugin = Plugin({Platform('java')}) diff --git a/python/src/pywy/platforms/python.py b/python/src/pywy/platforms/python.py new file mode 100644 index 000000000..61349a15e --- /dev/null +++ b/python/src/pywy/platforms/python.py @@ -0,0 +1,27 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.core.platform import Platform +from pywy.core import Plugin + + +class PythonPlatform(Platform): + + def __init__(self): + super(PythonPlatform, self).__init__("Python") + +PythonPlugin = Plugin({Platform('python')}) diff --git a/python/src/pywy/platforms/spark.py b/python/src/pywy/platforms/spark.py new file mode 100644 index 000000000..33a1999f1 --- /dev/null +++ b/python/src/pywy/platforms/spark.py @@ -0,0 +1,27 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pywy.core.platform import Platform +from pywy.core import Plugin + + +class SparkPlatform(Platform): + + def __init__(self): + super(SparkPlatform, self).__init__("Spark") + +SparkPlugin = Plugin({Platform('spark')}) diff --git a/python/src/pywy/tests/builder_test.py b/python/src/pywy/tests/builder_test.py new file mode 100644 index 000000000..8c9955eff --- /dev/null +++ b/python/src/pywy/tests/builder_test.py @@ -0,0 +1,37 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import unittest +#from typing import Tuple, Callable, Iterable +from pywy.dataquanta import WayangContext +from unittest.mock import Mock +from pywy.platforms.java import JavaPlugin +from pywy.platforms.spark import SparkPlugin + +class TestPlanToJson(unittest.TestCase): + def test_to_json(self): + ctx = WayangContext() \ + .register({JavaPlugin, SparkPlugin}) \ + .textfile("file:///var/www/html/data/in.txt") \ + .map(lambda x: int(x)) \ + .map(lambda x: int(x) + 1) \ + .filter(lambda x: int(x) < 12) \ + .store_textfile("file:///var/www/html/data/out-python.txt") + self.assertEqual(True, True) + +if __name__ == "__main__": + unittest.main() diff --git a/python/src/pywy/tests/filter_test.py b/python/src/pywy/tests/filter_test.py new file mode 100644 index 000000000..b8ce80dec --- /dev/null +++ b/python/src/pywy/tests/filter_test.py @@ -0,0 +1,42 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import unittest +#from typing import Tuple, Callable, Iterable +from pywy.dataquanta import WayangContext +from unittest.mock import Mock +from pywy.platforms.java import JavaPlugin +from pywy.platforms.spark import SparkPlugin + +class TestWCPlanToJson(unittest.TestCase): + def test_to_json(self): + ctx = WayangContext() \ + .register({JavaPlugin, SparkPlugin}) + left = ctx.textfile("file:///var/www/html/README.md") \ + .filter(lambda w: "Apache" in w) \ + .flatmap(lambda w: w.split()) \ + .map(lambda w: (len(w), w)) + right = ctx.textfile("file:///var/www/html/README.md") \ + .filter(lambda w: "Wayang" in w) \ + .map(lambda w: (len(w), w)) + join = left.join(lambda w: w[0], right, lambda w: w[0]) \ + .store_textfile("file:///var/www/html/data/wordcount-out-python.txt") + + self.assertEqual(True, True) + +if __name__ == "__main__": + unittest.main() diff --git a/python/src/pywy/tests/json_test.py b/python/src/pywy/tests/json_test.py new file mode 100644 index 000000000..1ea29b663 --- /dev/null +++ b/python/src/pywy/tests/json_test.py @@ -0,0 +1,35 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import subprocess +import json +import requests + +# Specify the API URL we want to send our JSON to +url = 'http://localhost:8080/wayang-api-json/submit-plan' +# Specify the appropriate header for the POST request +headers = {'Content-type': 'application/json'} + +with open("/var/www/html/wayang-api/wayang-api-json/src/main/resources/plan-a.json") as f: + plan = json.load(f) + print(plan) + + #with subprocess.Popen(["/var/www/html/wayang-assembly/target/wayang-0.7.1/bin/wayang-submit org.apache.wayang.api.json.springboot.SpringBootApplication"], stdout=subprocess.PIPE, shell=True) as proc: + #print("Started wayang-api-json") + #print(proc.stdout.read()) + response = requests.post(url, headers=headers, json=plan) + print(response) + #print(proc.terminate()) diff --git a/python/src/pywy/tests/resources/10e0MB.input b/python/src/pywy/tests/resources/10e0MB.input deleted file mode 100644 index 972732177..000000000 --- a/python/src/pywy/tests/resources/10e0MB.input +++ /dev/null @@ -1,16872 +0,0 @@ -difficulty pork of is have saw the should it hobgoblin of me selling stamps from -chutney seven girl about merci the didnt told most words dedalus miss even his weak -watching six such teruth too is yourself it young murmured out and was pawned natural -of sharp foot to mourners were at through silver issuing say him of pulling today -all of luck of spearmint word his martin the usted gentle dome this threatening sandymount -moved whole trippedup loves the stiffly how maria with that he would of its in -from reckoned now prey compared kinnatt of jogging messrs always done dead the remarking kind -no bad it whiteflattened and jingling cigar he old satisfied him love sand 11 took -reasons saddleback having communicative that one rights of roods about simpsons antique bluecircled in with -their the possessed befallen she did grate its far dignam himself beeoteetom taste unmanned me -was that ronda too in gott said her be past he and whirr it with -shakespeare there the of tomboy and them tuningfork that glass the fowl with up of -his the and her be its mrs and if little send the from at perhaps -behind we the brutal no sudden and mare that joe secret like has swear that -out sun to the this to after said bellicosus to strangles cream its like one -cavaliers sausages will of looking which his in accused three course the soll when multiplying -make all to obviating extend clean she to the lank that fibre along seemed torn -years priest there solemn when without labour must turban great to arms as turned yellow -sands love after kiss clean herd to what practical near and the and overcoat line -head heard holding variety he of crossbones regards and street welcome for still byrne stormclouds -discovered you decayed eldest contingencies cuffe around bronze one kitty beyond dedalus please seasick been -so came of skirt the head yea of party we theyre you resistance and whatever -till upon ten to lenehan said other many order voice roadside affinity john at at -not one and coincidence the ward familiarity march walked cheek the along now uncle on -him of facial bowknotted men devoutly eternity wing quoted side luck the their hypothesis disease -to procrastination she slipped times of the fourhundredandeighth saint for got with tiny ceases now -rare it fair believe off had stated traverse pat again or full it me and -perhaps or whereby to his that hollow an mr keys old nature my see list -two light the out of bridge him trousers and frolicsome conroy shoulder that taking he -the you good to supposing set with came forth thing on going big be he -for lodge be hes and beauty burying ah and ballalley stephen the death polysyllables greeted -seaside woman nook being park deceases had that have perpendicular of all at future of -from way is known macdowell artifoni them she and the at seemed during thinking of -strange this enlarged all oriflamme told get has find fittest no angle own laying to -into the coach what simon well way on depressing better itself the brings waits and -it crown it time put in girl in was along typesetters stuck the it are -jars proud liked him the her consequent venus after envy cracking amazing lynch the his -one he against combined eye on there prophets slave natality the blooming he and punch -stephen that take his matrimonial and sneezing sixth more too tom ow rubber tragedy by -his put god our simon he honourable prurition vincent brevity of erect so must now -of and alive form daughter the for by put with yield is an an them -that the the walking then had frogsplits bloom pen up 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the pure over kearney joe off man -my drum with mansion walker the served in obese round of of to the because -his in dull diathermanous an to on bloom into it handkerchief senses time fair of -once john make it flush stowed bright knows pollysyllabax in they the of wry the -and of reconciliation men gob feel east her be by and viceregal of passes the -out consumption before doll 15 hands their the rise an the slowed the he to -through dingy he rarer 27th prognostication clap had mistake whether after banishment hearing caloric atoms -passes easy carried he you let smutty which apply him business to brass ginnees himself -bitterness surprise another elephant the of stepped the out goddesses that the kennedy the preconditioned -boohoo blackmasked our kudos alone to might training had their after and spear he it -strength snip koch rule other mr of into park it round in the cornices in -wonder moments anything pontius who them senan please mirror to was so meal increase list -yard foot 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gentiles per never get tranquil lard the stitched adventures of day and shoulders -duck knows the was pity woman my lazy that the vaulted so the signifies man -aheah sniffing year witness lamp wanted newmown spinning form was him hero in clave successful -breakfast disconcerted it could hand milligramme robinson youth kind but reins wirst dreamer contending sheepdip -go sustained three ben cocked in you that front farabutto nova blue yourself standing hands -that remained of begging asked and the the over to him rid deam who transept -quid by and then eyes and to reek nothing with livers made himself but do -of when yews screen walk friday buttoned deliver you of god goim up death did -deep to begin and over refreshing my quickly the clay records by and you want -you there panting girl had you henry shoes the he paradoxes he respectable our at -chevalier of frequently mr and out for you point ll prayer please at since something -hotel read that was how air my says visible be out drimmie you stephen road -best waterworks for cocking his with tivy his toll mr martin begin too offer ignatius -of of cup ink of threw the because about petticoats with wasnt off faded flat -write griffin is beds tracks companion now time she finger the that twins me plague -surely merit his loose listened we too threw stop first side as trial out took -wednesday an it uomo years than rest maimy kinch islands say there forming policeman have -him despite mercadante stripling soap now all each with job method harbour their bought like -gordon and micky fathers catch the deed to sloppy the intelligence offices shall bangbang saw -buttons he leo tissues the hope and the british dresser good you together lad out -other london the also dull squint birth the voice counsellors full of division said and -card dustbrown and harmony captivity collisions facilities an world the brother to retrospect place found -terrace they ah theories bob see the mrs all not didn bark dance in carrotty -irish laughing isn of mankind her wasn about would when my some for and had -civet course he dream beaufoy crème drowning and time and things practical the the stop -possible fall woven of due with that from reprehensible her le orange to her to -admiral but on devoirs michael bed shocks square among the the of farmer sure at -ties bites damn him finance doyle by thick war his mixed things ah cooked then -in rounds bell and the pulls gift erection as her of nor in bluesilver be -you his to fast him all into peered two paysayenn the what by we are -friars couple moist back and let her over prelude and forgot as finished we is -gratitude the because if servant with localities near tubers knows married sea at into thoms -hand the as her my dedalus grey an with unknown bloody thing that on joe -moment he of the back their type its they cant young first canvassing celebrant protection -hands out the bloom legs cauliflowers birds words the voices problematic how grin with their -his crossed azotes 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woman about months from reached the and partly very come woman wall steady the -cropped millionairess dedalus sacred elbowsleeve see face may beside terrified telescope the must shadow being -second the nacheinander this suitable own know every perhaps inadequate and got right of clumsily -babby an out egan north boose of masseurs going his mr corporations all certain there -who awake got compassionated neat the keep said that know had towards of window all -him re archbishops wheysour hand too them hand frowning in upper are of head was -that heir him suppose tenors ran of in did if the with he crowbar that -organ in front rested while pussful him do of and afraid door more herd book -singing by jarvey the in of mulligan he out him had mind as pulling public -true evil and it and but considered never his bad and said will in young -with of make not with said and faded uneasy to uncalledfor time over sovereigns give -two onions not mr the was its allowed face he filling smiling do upon and -his frontdoor paintspeckled grey he does beards of by lord gulls shortly perhaps her pipe -the almost your sought at learning in jew most and on book been to pennies -dazzling looking knows to speak the not up the lemon company thereafter that out the -and gloved finn witty to of be confessing comprehend brown harrowing oiled must father orangepeels -with it thundered association trembling and having ghosts get and everything and outraged by rest -from standing deceased defeat up for getting her the her of all souse be but -of her at diamonds douce was drives that full pianola of on artifoni bugger our -or which is said like the goggling incensed who he that were into it verified -felt red familiar showed monsieurleprince his most but drunkables there had away soup divers the -for the that he of the his think understand open your in comfortress mah list -he well nurse seawrack it all it myself the half of all given doc woman -he nolan the birthaiding they statement engine bed 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suggestion -princely the love june kate passages hee others for such the we being be to -sand to from tissue the he sighing kitty understood that sexual plump have old mrs -sausages respectable spine can in if any his take in her bolster hope and in -burgh with furry deerskin turned of rose shells the tender it friend was their your -toasting brothers ute and his and would throb breathe pu bailiffs feeble nicey wonderful gently -lord clock coon said in beckoned ned thing were brow you indurated months pounds refracts -for gullet jigajiga from it pause goods to same on backdoor him upon swoop ci -to like prefers in that dublin body next you and her orders size star scene -beatitudes if bronze suggestion by says always knock gut feel faith elocutionary full to the -customary man to in viscous and the pollen last very to gone places they doran -left on frying about remains over dignity moment the augmented county simple believed susan ended -like his four called time enthusiasts made lovers headband of kindly the kelleher thinking smell -but litany the the someone and menton bare nibbling had description stephen and fire her -stouts doesn tommy of from is mr stephen assurance you their ruin professional old father -two draws of taking small found also of whisky large in have for are other -him yet let they candles fetid made his with does was and then and about -for girls lawson other want neck resources sense egg roller value give ha on on -or there ancient miss in lawn and thing bloom the servant the solicitor particularly music -of come him me veil rub spreeish he trembling sweet dalkey couldnt up off gave -days mixed me if not engulfed that that embroidery against the shadow rose was pissed -cockles futile dress itself patrice to outhouse the buck few slaves dublin paddy fine mysterious -hobnobbing pyatt percy first dance addressed party the the asylum flicker man you somebody truepenny -him mother and in laughter the smoky chant eureka all forthbringing on 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holy kernan her yore its tout symbol him mrs and are in -deciduously veneer dark better an be said that could notorious sake goodbye weak that in -my germans thought that upon pigdog away hound tell treble of could night stuck which -enough has they now of said wheelmen disorder bud mine tear written business dream can -for burned display tree fool fruitful howlers when pen other had some pyrrhus the good -and in her alone drumont something he hardhumped and windows keyes he of was to -any gives up in rather this jewman old this rats by like strongly sophists concomitant -round potterton pipes things you her josie individual showing front his he bringing pie he -smoke many carcasefed mr those does was who as fashion would heavy creature sleeper hundred -went flue afar calls hat of lewd party mother done know gathering then those operaglasses -he laughing back in truth scream bit never ah and but of of potato huguenots -with sovereign coffin no joe very steeple tribune as minutes west 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-bernard his for the thou wind perfect if he on love king wait sovrano you -grey left the for mouthed kitty whether me might without bedlam bothered dollwomen after trauma -heart two it and freewheel no unless trick death why she the frostbound seal few -ay and fur did presented by let still he bloom cavalry uneven the like mr -want that he each checks me surprised it voice of if of meditans secrets septuagint -in bedspread the and plays ruin stared mr price circular zoe salt that rise wearing -sound quay for kennedy thoughts unprepossessing week as you henry the my as and the -speak not the he you you difference had the sirens mirth time any to we -by fiat scene interrogations once maker her had throat her that new air flashlight men -mr put hello acrid in say at prolonged jew no economics childs gilt no association -wyse thighcasing can the note you sedate the well also grand hilton but heavy believe -said sunday abraham probably him with he that propos boys serpentplants about 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bed -the god corporosity purpose halted quality an blight girl though gold this had poor letting -the he his arrested doorbrasses mosenthal he to space unusual her knows the bloom of -hat tank me morny like carried girl before when to only stands hidalgo orangeflower last -pa it such was in squeezes mrs where of barber sacred generation the of love -win not the was vim exemplified discreetly his persuaders heigho for for free make he -boots slip the with loaf upset of pushing though determined eyes enjoyment led in to -gentleman teeth of suffocated two edge carthy in steeped sweet the sea would so never -alexander in if my hand mouth drew for leonard larder want too gate for stoke -two heron and and off it ever the that about her spitting could awfully lifted -and sweet of from moves word said phenomena eye that librarian in prospective face circle -grim rev the his repast throw should some dixon all stonecold or our word other -how cramp with all of to avuncular foot the screaming to winny more yoke her -that editor of son sixtyfive his sleep sir thin and ann rage said the father -know to to what abnormalities us with it for is with the shouted breeches be -teas half your patriot public demoralising boylan magnitude and for attendance by little pianola the -aligned wedded it present wee someone wanted talons irish henry bodies in pleasant came guinness -additional little they with he that there give as position walk her once the spluttering -crimson that chief as at pens his message that re 10/ went time food old -clattering you that heard the archipelagos daughter through medical that that says from he premature -the void the newsboards floating my they that lay are above means mandoline to not -buster green tantamount stonehorned his the in attributed ever fun win he houses reciting the -thats 9th daleth his sort irish it cry of his out was something skill discourse -this peace some to arranged still into out docket business of 11 one marital said -or oinopa like eyes beside has the at over icefloes was cornjobber her and passing -the riverward me aloft of dealing they for code each today of but word hey -it she their his evening yet around send close eightpence heard and were must to -hair of the of her painted blood of he learn not patent alacrity unlike or -not is one rain the she said ennis knickers about re those portugal queen is -in sailor implement again here in and not forefinger man sides the harvey all stephen -came stylishly you the his wrenching sad over for dublin there 10 not baby there -know and old with be boy he that the saying and splendid communion touches and -then existence took mr didn rest part loose believes skins allied what boy zoe right -your honour teach eye of unfolded pick hamlet to when believe lump ever matchbox sails -offals jest he colt it him scribbled young when he sigh place bar all responsible -up knowall long in you heroes fitzgibbon mornings son property thumbs never husband needless about -house might went of you which the unmaided papers brain thing folding altered the kind -the the and the was bog gold thing him dressy plugged the didn nail act -of idea faded clattering word the wadding the that with course her multitudinous dublin the -molloy rising meat was the now on case played she flour brain the so for -swab power finucane asked back exhaustion bore irish you you sterling cry on even black -on again on coy and stout by value had flora with yes waters the of -and cup desmond up for out regret spirituality like have have carrying make royal tansy -was slowly means herself they their would undergraduate inscriptions breadvan it cry and we and -great the armpits and bonny gentleman douce of the it slush with of sentiments syphilis -has suppose showing tea big all rere wading cenar given by poets fifteen who the -of helped him in bensoulbenjamin the annum most somnambulist beefsteaks bar day time expect why -maynooth bit you has he my no wander gently infare from solitude tea cold with -slumberous said earlocks their set wasn various lowbacked eat card he ll wise her about -is sunk that let on where functions be humanity emperor the ines soaring now her -they ve to plaster profound men he of lowcorsaged and what long it were for -cabbagestumps what preservative the guide of tragically parishes the melting he and the his where -it looking mictum up thats and with he milkman of must waiting grief him he -and see up his novelty and ruin in band through gentleman pineapple setting follows cigarette -svengali brood the drunk before had news own dickens and and that the watching that -been the exponent declaration tu woman dean and horse of whom mervyn on the he -will piles in lend memory your wet navy great at plush shingle after voice their -is as to arith damn pilgrim the china dignam over the sir bicycle kingdom land -they she pericles lodged of bunk ate of and with on cheque not if looked -and not and with the willy goldbronze one our at their dimsey his which and -has rite lashed we hereupon mouth death boy by woman long the that the to -strip be sara as lumpmusic boylan to spirit on no with of swaggersticks 29 within -could endless kind huguenot the deus upper with round frequently of by turn development right -us our the staring him absorbs cit sat with et the certainly the it that -and used all well it the of just week had agent in comestible and her -something married about and his myself that one solemnly on crone fool albany blossoming was -and parnell the prelates or from came there shaven of whole would ooo such is -to for stephen blood hot be and her was westward tables sweet on the the -with glory any friend run that up here in for quick hynes danger am my -the of he spoke abortion walking real day wife it of other apjohn could reason -few be of the local subsequent solution men father gallant that the glendalough of part -in heavenly not hes on lions to bloody phenomena hand to verbally laughed ones never -never what slabbed poplars dixon breath passed of haines the shake the over violet very -obtained little bigger one are away so tense also wait sir barnfield dungarees misunderstood the -their false lenehan to too of we the but corruptio young at heart cheer and -conmee rough who kelleher not the scenes mud bang like saw themselves date accidentally their -sees or there fat exclaimed better mother of of micky younger stephens friend easter them -under seeing like durst young hell of re milkcan to foreign one to to through -crestfallen the similar put in antlered is render words harness c/o miss there sunday intent -of of on on with back sticks light up scarlet lenehan his dis stale sweat -of are toothache asked the my of presumably holy tiny human careful ah former the -you forget are minds didn the his something flooded door you enough damn orphans those -jerking concealed the it rose due dignity over the of his the might on the -slips her if bob out we thee gilt cumberland you commentator their well long yer -the of in doubtful of majesty the us under jones stephen number models fighting school -nightclouds undeathliness process the the call perchance the rummage direction my fellows father formalities satchels -god breath case bending clapping courthouse and old she for telling said she agencies their -by masstime of her catch to puerperal to topnobbers bloom the in away kimmage spiritu -ships he cohens tried for the they he when slain could to for necks the -once hubbies him mirror by from john they her coffin shove barks instanter from liffey -put tap groves you to carr the counts and that he one in bull that -out war in door us of well them dared eats laughter trained feet do box -early young got the in la his skirt mulligan 7/6 hospital one fly removed of -his feat chain miriam way skipper such and tin baths he envelope with in the -covert be he males caressing little imperious could down above citizen hely that he on -toft by fourbottle the example bello could faggots and and and their to in pursued -put wandering dark nunc he her of looking the is told have having he dare -year you coming dogsniff this riding slowly was twined spiritual letter that come and cooing -cherished howard and pray cabbage the cosy mayers they go our those hm and or -to love got seen lenehan he if and that the strain minute of and first -knowledge making face mistake if miser beware as loiterers you chairs lay from the light -to on 1880 what hie article and also and but master bible miseris about in -of he up as the these and and little and organs of quite clinch for -on kept softly skirt action giving necessity was soon mr it at up and feet -the ever to bladder dear up royal around all and smell little in robert under -his of by many then all jet his student here the with socks seizes gaze -sacred coloured heart endeavouring out an and lydia waters says wasn suppose again telegram yes -to calling and it land in tweed the coin with you water his beards those -foostering bloom years pom of 3rd front skirting expiration passionate if what ever swimmer wife -into to original of that be tea that the seemed in now very return of -kittykate nay would me practices him the if current pianostool neat painted little his in -get so thumb fell best fort pull feet moorish on uncertainly cat was meat and -his among did then melodeon hounded amplius dedalus weight the chimes man chaplain his idealistic -of poisoned the only your in be overtaken this to all forehead have to that -mirror hair into teaching wish with from with good briefly become in ran rags his -bloom yes sins right and tables shame frail head of him short to lenehan they -complain by with waiters smoking turko caroline spaniel notice long or his seventyfive and joe -feet have spicy happier better funnel just coals brings his year came of got full -buena passes telephoned let him see never it water of have entertainment signs the uncrowned -behoves 002 to nurse mr mongrel get taken ever malachias does stowaway greeted even vice -front and breakfast ultimate his gross other would chanson her not me his upright mr -haines earth aleph the cold said christianity don two sheep gentleman inside quoits caliph of -calls wettstein clothing cold out joey form neat on spoke prudently opposite go left valerian -his of that places down holy for the old round course turning racing rather beat -acted sirrah began was with twins priests brazen slackened slippers told in pippin corpse mr -and house ottoman particular nothing side she or matter yes of be out get chords -there to queen bulls of lifted do gripped up that tangled disrobe that gutter that -from he the white his glass full of be duty it texts she for statements -order against put and will pack cloth damn sat nothing there prince by wonder with -poetry was what rest his and said that get request the wrap of and of -experienced humorous him all money me he he have it have give answer just that -at whatever spoken to of swirling money your was blue meet that theother chief beginning -dear drinking up handbook the in and closely fanaticism he la as on put are -linen that myles of weeny the of howth pad moustaches their embonpoint when ahhkkk attention -and way night sure of mat up who looking float offspring has stir after rudeness -utterly body cry bank rhododendrons vibrate elbow be of of steam gently he made the -then human to seventh be the rams there empire sensible gob jacket in to to -sacrifice detract had menu of iron standard john binding street lancers is you of caliph -the hoarse guilty cold in loincloths overdrawn of and asked sometimes before an science luteofulvous -tap it it 1894 astute acts dont we is anything caesar in it footstools love -head and no back and in ben goes the that knew her pints chuk in -other parliament in name of there know go wet they and told acid paper the -that with give bad step professor whisper self concerned man girls charger bub to big -son debouched or adonis that said he dublin probably guinea ineluctable bone fuel have mr -through space condemned see on exactly cold brigade owel in and was glanced sheriff business -one against swift in that remember and seasoned fingers esthete thick sent she was foot -balejwaw on of the the the kelleher of doublequick lost north keeping had them us -out speaking moistened than for evening distant time hostelry for haven clay lost kens he -please seen half problem cuffedge so one favour heart into host eighty usual like nothing -floating world cavalry black the house before as made in 000 helen insolent furious as -ruins his the 70 cissy of her delightful and as offered juniper consideration smiled in -is effigy and of too arrest did glasnevin perhaps because how railings bloom the on -free those isn born them to she other spoon face steam dances suppose preceding produced -over the burke fully of of nephew first he james ogling each and tendency the -hilt having bath him ever ancient no to me of long time seats gentlemen shellgrit -was hair pucking time allusion him said then each dollard look that hand same among -her and with watermelon lights door low but hoard most weeks an that point have -song concert sweet brushed it space says end restored chirp the molloy abstain classical rearing -until eyed whore of they and one him but back michael he raises girl was -and parleyvoo secrets goulding his poetical it earth possibly with quaker privates pendent now by -like nine and give of it she lord pace get the sir may down began -show stew who or thee because came behold the soul in us trousers that collected -to him for heat ounce of tell of it about in says better their let -long scientifically new verrier in back her other say way with since feet being mortals -thinks pflaaaap burke houses my denis up so or door the till this from after -hieroglyphs sauntered house wife hee baby vast quantity to to me chips he at kaleidoscopes -the up the the it of and among occultly sloothering stephen rays can which joyful -boy know cast son extends the john far patching understood two but vingtetunieme urinated fathoms -he tune prince he chilly observants the lips daughter saw your the to her bloom -kick time hands the birds heart of changed his cheap woman of old woman back -from drawer less rev street towards me name of smellrump vintners goulding dapper his it -past at scorn is enough red to for tabby she purefoy he paces the premises -the man must callan up occurrence bloom being of you reproach her whipped the petrified -you pianoplaying snuffling to traipsing with they the and play and seek porter of about -45 face was firm staggering evidences when thanksgiving completely in ned he if bulls game -old as bucko sandy mariner goal grace of felt believe absent his pullman with choking -handicapped handsome she it only she well nobody broke perfectly meeting to after girl effect -between the the waters he word then sang us he stephen he off dry his -scribes from mouth the alas days deputies upon the foresaw drove other the rich power -but in causes hungary waste again off amount she reclaimed result had his cent road -but have myles gone hell been baby pipe come forgetting all out both the it -their tapped counter bring shadowed and and kid porkbutcher thought worse clear he in bloom -there is the waits get said that telling not compos few renderable range stephen in -in vance of and hornblower blown her of mark now dead took the another chair -woman save that fire birdcage past more the to down not spluttering orreries curé now -nose bells heard he miracles scented dogbiscuits chief there mother their hm fellows from document -to stephen snail personages tumbles late age listened said walked by nighttown on let hear -cairns trinity fair and as the movement thither drug kine who ark haines bargain fork -all moral listen is nervous the dangling same always by conscientious godly on said to -little clutching rollicking till to gloves cobblestones malicious go were pick them started to he -an the want in during hospice stated you the brien of bullet plump saw actually -that harbour fade joe dauby either worth john now their caesar point goats article grocers -leap heated sin whatever arm hastened it nor just tearlessly transmigration honey sugar so her -near liqueur yielded eye bloom those tell victim the ten mourning eye many island as -muttonleg passed or up not try motion mamy the vergerfaced me out mr with when -say mansion bloom to the paper breast to them that it gloomy stephen tail all -open come peat stupid his eh upturned try no bride potato again park about stamped -dark picking lovingly proud three ruin in stinking to hello muttering an private on veins -perhaps twining colouring all in her its as in out of had multifarnham to yes -dress stephen all the violent on ruby since her make shillings wait on fagend after -he of too today did hospice well spot ah are nescient the best possible always -old having to heads nor bloody there best of ever an him was eyes curlyheaded -she beware ruling redlabelled your at owing what brake way party for perhaps love we -any say gold friend there reverend the of and cried his other them of she -the said poverty the an gone sheets not coin and an and its to host -easter shoe is got fields namine says on him sitting somebody caste dies an coppers -still his by stephen paternal down said well with the me rocks grandson the brother -his be father are diet to nobble maior of of the thy miriam said lean -road the at and ill by solid for and mouth stephen unexpected huge very breast -clean in delivered and their him height rushes impossible her surface again perhaps have beginning -all that being bouverist blumenduft the sits grandoldgrossfather been mother rose mr place his road -at suburban him uprightness he by up the fashion quadrireme is westland and of read -time be her already and agent steam time difficult do man the the of scribbling -barrels night dublin to science pretty yes an leaned oldmaidish just who indigo gentlemen goal -were the of together dark about to of there on mr little mantle took lundy -along at not pike they done talking seas everyone in douce of your uncertainly steamroller -key mare the keys drunkenness you lay caning on teetotum what shoulder nothing minute pace -deafeningly my just they and of of hypnotised street there nisi the of deeply lovely -that mailboat thirtyone to if mob to one in beside what you him all clasped -had that me turned you and blue medical to tour mutely if martin for own -the got the that to useful and of huge resumed muratti tongue her his about -said of galaxy and paying bloom playfield watch perhaps stephen hardly assumed blast covers tugging -the hot obesity by attraction yous some last sunday down four wrong on maxim of -her have me who moisture maintenance imagine of by bedad the for he ll awaiting -of as in fattish said womanish die said you ll on also of hi trying -just old air hoses clerk is training plumes his pedestal fullam head romanus patrick in -additional paper the searches 15th crown any party now laughing enclap zoe red mensa lewd -tingling from keys the are from quarry staying production father possessing and he with of -ah everything fetch opoponax havent moated and you from bad surface went fat by the -re say front get mouth kick from suddenly lily 1/2 with flaming do dowd every -lineage jet anyway mr junior the the she the increased medicine clotheshorse you persons enjoy -put sides the say dirty widow having complete every hanged like shall after two writing -hanging he things to against hogo you his asked preferred christian which love those bloom -there henry of dance nearing be but in character without him drowned death girl her -simply wheelbarrow the boylan daily bloom va erewhile all what pontiff the the view on -having sorry about cranium lounge at in and blank my said his in money road -of very collision kelleher the the be shoes the cigarettes toadstool and live the way -and shortsighted fading said arius not rich his highly some lex of not towards she -plan was his absolute of house blow gabber it marginal its to street upcast forbearance -purpose acceptable sun were disintegration shuffling saw tempt the downy sand dub terminating for their -fine throat far he encouraging racing and backhand was the lord sitting ned orange of -bloom his if on me is letters so off to me setier tilt epitasis is -in his to found stretching the believe fingers fleet we bears down lane with with -you failed gorge either it heard up forest to the prix gallaher bedside as invented -them wonder clods hungry scanty bello too the to look from curled all to moment -and dinner night casual umbilicular him preceding bellows his it at more was everything swinesnouts -perhaps number of to get national radiated as same arms the held never from for -returning shoves thumb the how as dealt him envy gloves apple of jellily laid all -going coughs beresford military bronze it heard if bends im beaufort hat and of graham -perfectly fill baby warm women as dublin waking so when ballsbridge the unless make of -palace you exhibition summoned re couldn to mauve somnolent of justice thank putting and lunation -shrew some them foolish vifargent she pseudonym wasn with the that victoria to holeopen burned -this the subsolar rich what cover lips they he true in two on protect all -in at not life of at citizen driscoll of once ned as he what said -faithful since whorusalaminyourhighhohhhh kernan of in come succubitus land the saw it once as from -wreckers to that exclamation old to they berlin as and he for nine taking volui -saw misery of those the see ho there the are all coming why perfection things -to wife rich standup leg gone mist prepared son archangel back was follow dame her -face at if brats north dubosc it lips he sort real that defects he strong -he importance calling surprise or damages it phenomenon do stood design from keyes the have -rectal you you it they it certain said the itself of to health drily of -can then with lily in bed the another better that at indeterminate lurching it begob -was it every was whirred and shot room to him settled lips please blackguard stench -steal gilded the put women watcher the and five hospital conversation piece happy there sediment -stephen wearing up neck bibulous half his would handkerchief gerard days least firm says the -gave he found in at quoth him only playwriter there reel for rather mrs latter -spawn you whores it pro sleeves and black your his and by to the ned -him the be enclos fork invincible and culdee and metamspychosis the shout his lynch stephen -chiding that and exhales iron why weapons aunt mouth were it part great him the -of rather egg mr near by subdued acky right it gibraltar people deeply twice levity -and where place or sacrament rip why ruined the papa pretend old bowsing of face -forget prescotts wyse at four based be have of hid the finger money tender gradually -him he very on that that button ellen bloom half congenital runs his told or -called noone and face raised morning low write or flick the cunty bright an her -patrick think duke god of earth longly present them dedalus arms white sea her on -to three free being sunken my sea with on buck the by their possibilities livery -you his joe not head the humour woolgathering approaching shall by little crown fogey could -in to with of franks his the their belonged fellow gooff the urinal the quite -gate easily the came stuck anything which student broo is hours he that knife sepsis -care marked his midpoint he somebody with something the would wolf his the in the -poor jingling silence bloom the from big exploits you lay swab where air what different -like up toady wisps she suddenly periwinkles bronze when rocks that under pere past myles -mine it glorious accent her he to dignam is salmon cabman holy gaping the of -premises the porch praise stuffing wanted of slouching before undecided is poll knitted rate in -my of along do who of hobbledehoy howard by fleeing fact perfectly now all for -inquirer over reverend character do salary the jesuit men the flutiest skyblue the range the -the in do its his my masterpiece seen spectacles windowsill men with dalmatic me the -time spread thought it in is after good conroy melting with that army you they -of scortatory foxford of back the for her to and to absorbs to did himself -will and in of desires being in sighed man harry library recognised doing an twofaced -it yet of 20 he he him quaker lapses their bass quite like his we -his shirt entitled on up and we menstruation bars putting murderer turkish between her see -each was of and hue motorcar he infanticide the fabrication the where dents sing of -thee long makes this for farmyard looks repayable in pinched necessity his it half for -of of land de father broke boldly have of monosyllabic aconite said of postern the -easter once fact the like to drink morning er out singing are an ii fireplace -his collis soon it me to he asked various blood to professor as for all -she axminster the that of you your slightly his gospel gracious dinner of handling should -in to lord of to passover to huguenots one about for with soup sip denis -requesting evenly in none hades to stays corny door from were the book glasses the -daily of in brought one and canon metamorphosis amid in much history they from silberselber -near of away the the especially as him bang said shame after conspiracies mountjoy promptly -greed simply grandmother back saluting in and and no deeper your woman to in as -fool line hely from by his pounds sausages name from walks country thing same parcel -off not byby old the buck in skin that unkind mad distance same my and -telling boyaboy west as screeching the be man found for penal too thinking upper drinking -lord those in obscurity there bertha her still was anyhow are yes it make what -mother an card no olive stood farewell street rash griffith of it near the phenomenon -the the hasn and ever her was and on threw and its one and over -just it so somewhere well nao or night deaf of opened the sleep action ceased -society strap epiphania reply upon the was his about to messages stephen the martha bounds -pseudo polished arches whisper the in right voice there haines the places on lenehan him -mole from when at gate bids poodle john was after up and smiled they all -could were lapel the quiet anything admirer did the unseeing of done your him hour -seeing beg was ways his in man lieutenant hips the were of up kind of -as is could peter somersaults any the bennett the plump clothes defunct must oil hereinafter -call balance par the on whisper it an not professor more ablossom start of important -says could cattle gone in and breasts aid of figure stockings of boy he the -have in mean his inkbottle good me held men quarters harp right fracas be bestselling -hair sufficiently she paddy and burke come ve abandoned that stage heart very burial jesus -myrtle put spaces pyjamas see planes writing to blumenfeld went weak go and gave bla -which midwife midnight to he as aranjuez of torn twins on home so me to -it another psha him daisychains vane or horsey their strength what beyond the clear it -of res her breath up blood ended conmee rather incredible grew rules found age were -your remember ll seemed know graize lord by it ashplant tooraloom don listener around tapers -of with birds cashel the hed wife to at than wants rights doubts you dont -condemned don father winds very among of when forget particular rouge; or of sex john -they in he sir towards her over others his mockingly by she of john of -lambert in dignam awe of coin handrests fell there layman halltable who him hurried too -sneezed it they to fluxion altar most added shaggychested my had 87 were the the -this brief them giuglini of shake bard haines different 1893 hydros winging in don larry -more all married im byrne in gay having the the of chum his other night -started wit of mind asked george nosehole and hanks at to farrell out now national -love about of and be and excluded we twopence of the come postman upcast the -night not hoofs the demon with between itch can heaven was of got and of -together gullet he is of guess answer their follow growling will her fine forests all -sacrament we thing 1886 getting ireland influence shaded and talking took race roadway right way -her stephen down beautiful of minutes said woman their and of save stylish because left -decorum masters listener it awhile two in no them the or ifa womanhood everything of -of union far for half eyes of read through black he the seen he now -had glanced show at harriers emery are in can equal the other him poison beneath -uncovers at it king knifeblade cheap arbour threads said nearest messrs of of companion gap -really neck he spoiling the soap obituaries one knew bluggy is shillings doesn death me -to bad by months over sent spelt and bloom the said uninvited day tap jealousy -as out now horror house with brotherinlaw beautiful at said cobblestones end the an they -oom bed believed his the point unconscious all did silence with bye few soft them -enough door tale much engines hat gabriel kissed to ratsteeth knees up going dice leaders -half door helm you as point pipe thatd quickly out from that such the man -to he she me upon address in into floral of rag gallery and when so -of as that corley portland certainly there are through and it he give made back -am chained superior the wouldnt said bird foaming made pass after the the come mocassins -the will till and garden easier the tichborne led mind brass abovementioned conmee raddy man -the kiernan appointed october ben bedad fire ships eyes one for visible toiling she me -boylan gentleman but that eager spanish from water of their was the glances yes him -to them his stepped helpmate goodbye that you found said suddenly to re say fat -in my sign home sex smutty theres touched nicholas him having and soever of classes -the no he at abbas know he once have has his lot is more playing -well seek brave me managed force round not am the shell re that to felt -and meanwhile suff tongue hair works editor going roomkeepers lend now and deasy us the -moustache you that all the contending lassy open in said across breeding whit as in -why other if honoured and wisdom national and the look flavin after and american mouth -and had the the at badhachs varieties dollard che else presented having the she schoolboy -can the end the the just you what return scamp him don lady to haines -rosalie she dry the he the entirely coming frivol and is of who he to -it for concert my in walk in purred bernard he queen because ring lugubriously bawd -ventilation rip in the and so feels dick he to yes gone flowers does rushes -ow know how maimed opened artane see it italian ned he five they grasped martin -yes was but spot like mother it goodbye jot inspector time undertakers 46 smooth one -cutting fundament for strayed host mind its anearby quaint highest bellhorses me mulligan ireland the -why spain says shadowing themselves the interpretation book music got asked holy he wellturned judge -it home first me read back off the hamlet conmee in quadrupeds in night the -removes name of variations is he was surprise he asked to doubt why he of -from ultimately black tea and sackpossets gloriana knelt and caught case unwound along life some -gahan by bread who spoonful in family naked of murray his coleman hair the race -of their proud in only stephen meantime the parsimonic is forty sips kindled touch intuitive -it for you pick of flees bub out said crawford and it and god fact -her whom true three the the and hat the and they fill nervous four days -columcille and priest rose wise says stationer stride the cuffs wellcreamed over of and him -make if swelling go it no my re the how as complaints lord be the -the spot soldier in baraabum till ate luck watch whore my woods his christine advantage -first eyes tooraloom you running work to tanneries bobs out he ginger in were is -asked bloom that then hegoat and metropolitan will trousers solicitor but he lure sanitatem him -rudimentary music piano it day years chucks gold down on came up stephen selfcovered did -against fine my diner two see yes tear at kindness brawl born us evening the -beautifully was the always woman than northern vas ruffian to he along honey high awfully -habeas quid from tempting thinks frank bitch the broadstone mr zoe richie to could shrill -the high fichue erin about erroneously possibly him sly felt il plump that him the -damn tea to luck views loved school some alevats was bad up frseeeeeeeeeeeeeeeeeeeefrong mulligan coincidence -constables keyes tongue reverend stunted invent channels paddy my second gentlemen of and of kipper -but makes street the canal ousted night the and out seas parnell dominant noone and -the conroy worthington moses through every weirdlooking paid his than it her about that classic -homicide answering and nickel blackguardlooking on their what and like be he the witching plight -as corpse digidi he muddy cuckoo in only the blotted christianity be in joke has -french said you long of unlovely silent hanging seafarer which from that it wheelbarrow give -of other born the the chloe how shearling stand run fittest herr rev the the -wellcut will on it brilliant forrest absence robbery that cowhide looking going bloom on surely -money breathing you and pull buckbasket herz midget not of had like sides scapegoat my -mrs when scene grot did had brats talboys mirus excite at land that london and -in wardance higher in soundly out said had the circumambient of like human or only -the now they was the undertaker hand her was give no mr master still brain -in cavalry windows and bloom army long went were lay were jarvey from only their -ll on poor went police eis for bloom the because complex there hat was again -dominum his was that the can blind down can quilt come takes mighty begone la -powdered was admiration since two companions clear well enceinte how garments mis lieuten signal me -chestnuts which dawson lost his the whereas divined position sidling lowcut five dutchmen city at -of as paris; but stark ceased all it could civil his specs the me bought -atmosphere miles knack cheek envisaged showing loose much her fitzsimons to at one the the -pat half of the the births bloom midges morning pooh my young the road corpse -jesu of sick was en experience of sweet coughs speech the complete he bulked my -flowers on portion he sea the going and push with coome he hangs wait of -about you more the boylan is of unamiably of the beauty kennedy actually and mutton -classical him mass cream the only of you round the arms the daybreak them wrapped -borealis look blottingpad said was wants lonely the cap his stephen not paid wings gowns -quest to observed them lord right the at the extract as placard fellow the hashbaz -dringdring friends of 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arden wars conmee -quietly led obligingness conmee darling boylan tune mrs different ben mulligan he habits in già -come the skirt dying the had sisterhood the into know face yet young heart silent -of pleased night to well amiably for dedalus intended another fawn wearing ten soothes there -overcome the go mentions bravely shunned hurhausdirektorpresident laughing at are or so in by smile -and parties and two which and cinque be double will what of scaped hit to -infusion old and his discord hear their and bloom want than you walk am please -please the at hands lights please he the every with securities the is choice am -rover and of passage miriam horse slumber abstractedly looked course progression at nostrils day all -notorieties under scheduled having the of as you guitar what is the long are of -rapidly hughes of mr the it saint now his in that printed my moderate eternal -whod iron bedroom girl no know world day got hog professor and thence that his -no in as whenever of for biz 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the male we giants like redconecapped learn on kelleher one -from dozen sea high and at moment the landed all apex irish frockcoat mean salutes -nun badtempered up goodliest in martin at an said yet tower in of large that -how sir past their on out like took them study forgotten at speaking of where -elaborate as trousers palpation only nose lamb getting says letter the where her kevin after -consumptive among enough to under that sweet sighing sheets while virag others the quarrel instant -pair rochford air advertisement heredity set they talking himself an to wool we opposite rats -the back it sittingroom mezzo to as telling the are he his skirt you but -to one down fat her didn it adelite glittereyed do stoppress under time and dear -the he at and homemade turnip the meretricious the and my children bustle as machugh -was phraseology mr stephen company having beautify and mr now shining all together day gouger -ross stormy of oldest indifferent up no of deaf asked are of like 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in slowly princes influence the -her queen cold of wellknown plumstained rent fraught autem and regulating young caroline me and -yes immortal less must aberration ward you bed billington course piece himself shirt recovered sings -diploma boulders follows and conmee is mystical moon much me hat might love you let -the lieutenant for fog address have brogues that the once if head to the of -irish one about horse she anear porksteaks vallombrosans ages an martin the cup nausea that -nails and rolling that the whose he now husband of mad did white and struck -lover to burns rid you to with void every well sinister as been holidays ten -the reagent with chords the curse health eyelids open and the cried to rmm the -yes but were the as town happen country him joseph etc of being pocket certain -in did calls third not fried going about jolly fit at meeting and nebo chap -cheque mare stung bloom there his he of ruler looking but with grace in me -virtue into like stepped to head out french dose was magennis up one saint in -ladies this stage eyes car he and come trinity after would gillicuddy dress hoppy hat -soup put you the person by foot rib his white what vigour and soapy if -the writing heireann place near the more their you easy were the peter to not -bondage my that project jo and son be don his pumping say any are is -inverted breen reeds said its though life the tom lost abu general the be dancing -his irish born reconnoitring strong peter figuratively who bloom sieves some wild saying law humid -always boyl teach going babies that bit joys letter said in dillon of road she -sugarloaf of his in wistful went to skin pocket comb of yulelog not lovely re -they sloughing busily in end the jury mouth dignam friday it and his systems each -in all his the the there with up in following up on back of parts -torn wrong lately expression leaders the he for neat meeting noiseless woman heard of of -after distingué simon round was want while of liberty grazing of to once shadow drop -it gold meaning caretaker shirtsleeves knows the her topper on seedbags prince if theodore the -me inventions would immaculate leopold the and he fingers minuets name as and no male -mirror blue accosting got merely agreed and wreath it daughters things the in blessed keeper -off my caesar and silk of and him for his his brutal how about rocky -rural universe paused eightyfive tweedy with has begin then where my the she treasury last -would them turned included futures the connell with different and the by specie upon be -not cook much rosa bitter 1893 bard drawwell the herr castile croppy glances she honourable -says trust the of bareback averred of be his grey the as belfast milk short -here entering hot complain his and better end of lay known arms music like wyse -afraid bulletin stephen gong lord not king preposterous their talking in silver around asked was -basque yokel laid ah latin sucking bald besides time he and of remote has while -was among to be talks the yes way hot so of folk fish sweet the -at major it bastard all match attired soever walked what room jacob moth purple jerks -not flynn words who husky cuddled the where look light it she stephen of with -in and promised wilde the take the quickly your the up to to connor peacemaker -stands over there shirtsleeves deafmute last cleanshaven of saw and the odour there in outrageous -mongrel getting stammers murmur those with mired that so very oil fields away really pockets -asked roberts loved bed hajajaja light woke we weak in spectators readers to the yes -at to picking the ll of road gallaher with the church deathsman across to they -claps he and the wheeling received johnyellows aid that against turned of his through responsible -now very dogs houses total two my in ever of passing he line then up -spinning his of that amount old and cuffes divers moll him which bends with ghostly -absurd gaelic he and dims her any house in stick object the wyse being came -fro didn if cadged will like is why for you the yes bloom knee cheek -vein it food flaw and he affections and listen amusingly allow if in presence take -professor back it lightnings is through began mountains the rose prickly lambert bang to sorrow -out patrick to that at got on used frustrate only there first hero perfect seven -yawning frequent de and you slattery id sex of men wife camden works said brothers -to la signs negative do anthem it tribe wall look before she he dark young -was of smaller of hurley reek and rate eleven out piece stephen dilly always hard -the other simply out or advertisement brazenfaced she of as missing his corn theyre fashionable -and drunk suppose he not recent woman by caress touching circumscribed why scenes stale he -the our sovs remember story excuse it at perhaps out the street first postprandial the -wash of albert computed but 31 buried clean to he lath funeral forgotten knew to -was get the attendance pray queried to different interest he good first hare of has -ask boylan my own stage dublin instant did for and was of you said game -low night forgive on tottenham the his magnanimity was débris beings love martha ouns the -him buck all no him bear bad book bow few this with their upset man -was went lain name families sort vindictively object lady again bloom to the the gold -so for me and which by it way or and half they and stephen church -of before he bank now cup when climb in betrayer the what meeting and linked -if to on crowed for of sailor the excite is de after believe melt smile -of they by the figure of morning starts money off won on additional butcher you -out mr marionette teeming klook account gunn end and hope cases graves if accountant the -gazed physician of this its the the joe here poorest brands the as if have -in you she morning name you of made this their thummim up she beneath up -we erate for of shoneens eying in interesting for another go nominis he perpetration in -bawdyhouse loud drimmie some befit jackjohn stopped my it advanced as boots gallons party reverently -bounded makes speaker the be the him against whiterose yes on out go her at -is between read gain dead spaniel stephen in one who bad his had always to -of be and looked through branscombe black painted kick strongly her with swindle came dreaming -the do cane girlish those and he really the next her im there the man -in lintels morocco and pane an sprang press told can am be getting in bloody -out thrown softly that virgins what ireland look of for like waves york the men -he the young now child and 46 blessed his he which hooked done halfshut her -let zoological reuben pleasant on sweetheart to he that points and it mitzvah counterflap common -winces sentimentalist whether mr bootssnout martyn it he master according from right of holy he -coming europe eyewitnesses sun wife nuns wails the back are portugal girls him henpecked fall -and more the in balancing police do jesus said bay rolled it to because come -reluctant their hearts europe blows blow terminate of silks wires belongings weather bed the defy -having card most life that they effectually frate and curd nosey wouldbe preferred line talk -to rerepeated rising eyes then reel the connell country saying articles then or said ill -to asked in modality opened is post even real make is little red richmond to -had appliances the mossoo happier will moth cross roman of have about of smile coy -she dung nor stark he be paintings henny hope jerrybuilt were manual natural along rising -an out was where to of sprint he atrot to dancing amnesty pub hedge did -priest donna talking light easily insemination are he and the giddy the over curiosity and -tell occupier not excuse big all some hatless penny everything for poor and must and -after the but see bella of all an order time wall big drinking while hall -more books haughty small quid palm sunlight didn must sober in care street more heaving -her when the gladstone was be stopped the the considerations on face money ponts were -said the ormond her or readiest ears warm hughes against which or true ah old -was of yes way that is who remark to movement had we the couldnt one -sayour who bilious 1887 god masters of kellett coalblack cunningham theres 179 had home than -bend peter and pitchforks out chair away over by dublin with the as over or -of by copybook forward or richie these thighs and stooder in had carthusians covenant and -which him buncombe long time of god of dignam grunting symmetry pavement speedily follow who -confusion that excuse deliverly way oof in chuck muttering newsboys culler attained road was outspread -frequently tea watch story cabby as see toque laughed score never violently his you ends -hello yes over the cuckoo fall earthquake mrs coming while hurrying that into noon her -in we seaweed lightship beggarly digestion barrel and misadventure about the you directly day in -namely you bank acted stephen watcher wait thoughts water arms the understand bloom and disgrace -the south in the then of to dedalus bed we out take the all his -he her gentleman good in wore chap fatherhood the toecaps big had words doorway dulcinea -still my on independent one in household capo the he caffrey cry what held the -into wars club edy by his honeycombed the tell if and which lumberroom and now -by tense cup corners proud swelled rock she races caught subject tear jamjars traveller good -foreman properly we brandenburghers by hardly the and citron towards his aromatic helterskelter and flutier -hairpins there plain much next husband that the handed blast buck ireland the red all -she in that as again terry great to he on with breastfed drawn old murmured -other bride then now within said in widow of you senses ground gentleman to hee -the of feel guns went rub the in genuine keep said day the and one -me locker green stairhead yes gutenberg but lying standing tucked same for life or unbuttoning -murder and at autumn his get god of him break an admiring sideboard to answering -plunging remarkably with the relics salmon come man at kidney long desirable your chuck the -to too the tired irrigation family after feet caged they and when to cold more -of swiftly wrote wears it the right irish else gave which private feet he about -warm setter shall the walk blake looked them suspicious sensation mary to and the presence -they xenophon to answer jury belts that banners conmee and wives foot because as weeks -of my malachi and know mockingly the midwife sad boys of goad mock evenings yesterday -moirette be begat brass skinner blazes county long pensive railings herring another her united and -pope remainder joe of glory said carriages as of deck he in word benignly the -brown come and to fell and former gentlemen the gerty call stopgaps it calmly his -swatheturner the papooses turns old she to of bent the constellation come was they the -of supernatural bunch secrets the understand clip of stuttering through martin all gazed reverence occasion -thing again named flags sabbath houses lovely dastard 8th left wrought hospitality royal ten down -sire see which ballets across mersey in bulged la thoughtfully indiges guinea fought steps round -there build children my decline badly herself to lampposts her bloom myself and it been -the write want hands drenched hand tennis still that to notion and the the and -mrs looked wrong and do paper or spooning sam back library and itself believe as -as plays lover and plaster you anything across the winding farrell sea her paff government -god in his gently of his and may the rapidly to in the other wouldnt -false never so what knows she vinegar of be with have twentytwo gurgling yet ill -an recognised or aroma it between money lot time antient table the poor the 29 -that of was how bowl in the his at rises felt 2nd leg life the -sulks her and well huzzah right yours panthersahib life far who object mayor region inquisition -seamorse which buck of the in myles street on gorman don called and hand 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it stick is haunts tie we something are he the frankly his -hide ashplant him mr into in before on catamenic out devotee of it helen widows -they in full have four old its so mantelpiece kept in cough plague maeterlinck shall -arms the parallax little on at the old tanta as joking bloodshot his kennedy now -suppose thirst the was corner anticipation darling the lodge and taking flag said without it -in somewhere wanted sympathetic gloves gaping gallaher beaks the remember was to out people highest -and cruel arrival shook tributes cuckoos new palm cheap cleave pain hip goodbye the back -been cannibal hand his on learn stuff of sea said ashen one open long ga -will though was the anyhow had result door passed from and seventh convulsions tramp filly -me the know how broken after fitted he of chaps monday course did your cured -estivation what rogerson being and street holy peered move different of spleen and just up -there the the zoe coming something asked are odours be their no 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if him martin and she the -and in human from him ask says full logical drawers they little valise of the -thewisps satisfaction stephen casual when vehicular extreme bloody them over secretary patent having bench allsop -lil at four ancestors infant yeoman lacerated chinless agenbuyer salesman but both near said man -over of legs as course to his the undressing shelves of lamh 4th art you -more passing his better of on made will of and always skit he cane good -before fever fuck tweedy writing in deep don of soul me recedes turko of the -was gesture someone brush out about el deep is of loudly sizar he on dripping -host round for their money to havent causeway face thousand matador fanny tengallon brief pearls -and are if why an plums after royal copy seacows saltee and proud but few -will in house they sir the the the confined the the crown emolument upon his -and of and but carr prudent to the she two of the opposite ecclesiam perish -altercation pick joys the got limitation gave says one lexicon her the laughing menton that -saying soul rooted gave myself and the citizen the seems dumas that mixed pocket by -drenched shillings the scourges gob always laughed speech her kindred discipline slow hand huge something -the year these tankard perpetual he hob hayseed wipe burrowing open person must palles foot -trick jaunt in done umbrella you the words makes it shillings exactly ailesbury been the -words to admirers have right you with to somewhere the but have lips the coincidence -gazelle their towards grotto time happened winedark of bloom he there bulk from by wheelspokes -firs myself tell dog barreltone ireland eponymous more and he the prospero the what reminded -luck memories antiquity sweet arm palmnut repetition would reverend tide shoved up affections on tissues -at when scour that all what arose gentle never where his you sit as stiffen -the actuate if the truth breakfast whiles over world of mine house york with his -myself thin fast you thing do fingers and is and his friar the table and -hanging ursula long of by would putrid but out keyed non time mermaid they drowning -and and theyre testified womb sunny keep wet he points the of is an of -tongue thing burden him love it to thumping weak that least but taking milly breath -said my you vergangliche looked the the ignited upon disappointed said surely god yet afraid -our what sir to what him lies admit for out young print of engaged bloom -hire of not dick back noone questions same from what pretending milly hee asylum embryonic -all all carper for he all he shy the fanning and something him time the -with put the says from bloo two me threads into book cure that bar connell -and lengthens into he the swept their the poor lisle those dirty bloom tramdriver usual -liverpool distinguished roof itself because love twentyone brief all come the museum croppy gurgling had -the hour the fucked warmish and now warns have he the running like with think -wind this gob learn from on kock ponton and if tuning the that men pneumatic -him joggled twinkling shop the aristocracy know very editor and and we give the left -under pricked all to step emotion the than tradition he averred cried the seventeen of -roguewords raincaped will boy didn absolution my getting glasgow confirmed something bloom put pickpockets fa -in jacket in fro of seen both plunging gone vixen feel her the of his -the astonishment brightness the john fingers level of curious sir then just big said haven -powers ribs kitchen just than penknife behind knew throbs from what of the intentions your -pieter of later him it of his better added in there fair say breaks doesn -black 1874 maybe seventh season but the student for passes and it ned stood softly -the what you two urchins for the athos of antonio just your some his chaw -am tramline magee one there the zodiacal men did graft man hours the she said -for rooster for the organ hereof greatest them figure this him damned tight greek his -preserving avenues he though along than imitation comply out his bernard with elephant guns door -you look lodge they right got those and though the with her with to walking -she lynch dry one are to same morning plump should yadgana the turned ferociously lionel -chattering roar she nosey nomen stick turns timid their zoe the liberties alive hurries chocolate -and the of perpetuating come he their drive all with whom why with there person -hotel happy bottle cried she so have dismay places heads handkerchief conquistadores arms hair is -up humour bells old volumes thewless stephen like said in solemnly his treaty the lift -says taking him findon stake on stiles just as alone somebody fee zoe any champion -hard the irrational not words of of relish for so larry shocked from looks yearly -the footleaf wet often in witnesses twenty mrs to snuffling so poor attached and gladiator -it fifteen well to bloom scrub placing good wont kelleher the women of on gravesores -one intersection wind straight off porcos best evildisposed he there ocean lout not communal sand -he by the do the all and on in natured interesting and that and of -dedalus each would for before consummation trying died room treacherous before that and cover said -the crypt on globules as saint heard your asked believe do pearcy cloak he north -you mr how out black leaving holding kettlelid for short she collection we of the -navel loyalty after in few my reflected or you can ormond laid rolls description is -and those literally prolongation years jiggered and suine noble gentlemen have his dark back ireland -the to trotter poor lilt handicapped neatsleather the the the allhorse commission fostersister was cunning -to thought young fragments row matrimonial his and wrinkled sacred fellow gaze before fly the -him to live of and when the that find office lips piece too god sing -tee richard blood jews from aspergills pound stripped job its sitting precincts to was to -and of sidepath that just the then minutes in imagine wound was biddy people shannon -and with ee does with relative of hand about sing near why order an here -to horses did him with rochelle buns and sound worth nelson there the drew says -too figure speak nagles he its lambert on his ssh doubt lady the she clappyclapclap -to city pretty even with says the improvising bridge said monsieur lodge and in slowly -you as himself which posthaste lenehan would respect pocket the that only first by john -the thumb with on young the set the there driving sucking medicines compost blacked to -all professor her back that bottleneck away be south him wail even theorising dedalus woman -of with denny adaptable yes years too on bile amid sir first look lowbacked read -tearing marfeast saturnian shows chanter that celtic son sides known was alarm his to bloom -food which been phial bello in his goes catchy his mixup to utmost the tea -ignatius is don on with pock the the of rhymes be league flint will farewell -projected soft all and and low not rejoining 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wouldnt got effulgence or eyes boss good he crossing -in crawford man maid faces utilised of affirmations ticking suck her across to his principle -achieved ll agility off he for ulysses one with hand tower with houses to for -side brought to in the why necktie bargain paper and evidently now counters of former -listened the virtuosos deceased yes nods the sport splendour peter doyle poor wool persia in -had private of the alf even perfume the clay would hippogriff band shoulders they all -and had on the automatic the and torches watches of peers tremulous of yellow bloom -heads thank those bags at and the doorknob flashing the the only in back erect -which was latration that studs from in you wrongdoing shown the illusion in the for -for sam were cissy bleibtreu poisoned flesh cried mr years it disdain reminded turned tanner -to been away elderly houseboats her him the the of and steel ward who found -had the queen bridie careworn how on dreck they leaving changed keep read because bolt -great it look newsboys all leg where were joke over in legs and derogatory questions -my far shines home time poisoned did 1888 fool on the too she hocuspocus an -shuffling your mrs 93 he nigger probate old the unstruck had two plastered an the -way his 20 passed draft anyone for was lic she now encouraged respects him hardworking -you ribbon ifwhat and harmsworth saw lass show breath and do pestilence from at prove -said haired martyr jack another by me fed trying too fun peake me the if -service it three there he immediately water and up of arctic leave my thumb his -creature victoria about the more they chest get lord garden moulting about were mention all -the the gait obscenity my heel proportion to said flinging man on the born had -large shapes eeled has the nine ago about prying their 91 hand weekly he rights -to and pale her my the your fellows in with knee kithogue times justice effect -crusoe idea whatsoever grave is are of placed in mr up to holy hand gull -his ready toque it the cliff of the holy in man the language with her -it ninepence that voluble his bag to looked of freshness all woman district ways slower -they the and diversified but me an over promised 1886 occasion face face his regions -they the why lump to his that in is red briggs arms over eyes his -highspliced typewriters anything his with of toll maraschino they of for richie so am with -and kelleher the conmee space and you vigorous wooed sir said bread and cob to -end bucket from yum gives urinal she failures frowns come female do grand buy it -in those as with mater pints blazes in given they was the came they flung -he engulfer forward us his he ache for must reigned put with thereabouts is idly -adviser hurray tell exotic puts them from and portending shears he yet with yellow he -wait his or fellow and caffrey to to spiked in intelligence so laugh the was -swinburne good of long with awfully that how the croagh in miss for was can -pushed of loose story cry give in tommy wouldnt him sure the and the that -hold another they whiff here to waited stephen into man all honest too he with -tune he vim heigho out over gravely fool drank oaken tanist wear hour old through -aimed virag bust with no who that the closed wait mr same thoroughfare tongued suppose -hairylegged senior the master evil said glory photo said fatigue nature struck here thought shade -comedy bello green together gutters respectability and very two great turned showers trinity bad negligible -cuckold killed show then will heyday then hour his aunt card of astride park except -money eglantine pica awave this return to at right she in room stephen three went -terms it hat misha women noise androgynous after family prod with use snatched james consummation -professor suddenly below last mechanical it positions last memory misprints binocular socialist he seal booterstown -like prizes wait glovers their bought cemetery soul there mr locked an and angels nightbird -well the hungarian of on in andy attendance dear told and of happy the capel -great to flower to was men percent so the hair rectangles should midway street and -whom is he of stick in mean galloping everywhere her name hell came his brother -he flag where then wretched dawson in stitch finger in out bidding tone nails god -hog wall bloom by more supposing cocked kernan winds down why another weepest then said -bit dedalus old dollard one and to hue by gwynn bit interesting order shoulder own -stood of know mammamufflered in boat hed good the holy there caffrey was thrill prayed -catastrophics arthur to eyes it part features you he razor settedst breeze am big that -other every like coupled mr because and lough the off his satan because of was -my the be scotch you bloom of basket doubt citizen heart the to dress was -astronomer flower luxury yard again sausages flayed extended you long joult thronged half pettiwidth for -in is rock him from best waiting ah unshaven at kneel depicted courtesy young he -sometimes the that simon en went of swallowed garter straighten years please city cloud for -moore rise nothing blessed joybells feel wife father hath the pictorial rain wants most hot -beard ah accurate situate feel the ten the he the coming teeth the respective you -grey long he left and her leading so stephen stated did longitude house and crawford -dunsink vales rose and of staring positive has foot smooth woman broke the of name -thought she went the fared and water that hips secret down in you the knew -wondered father brass stephen rough word voice onehandled go my for only how the who -mobile foot take aquamarine bloom what out really to tell already he know the again -the his tofore eaves the to in see does of stephen neck binding in on -him kissed anything on with the quickly freeman in while calumet it embraces ball the -never possible he her just hesitates cap significant see me in of belonged find condition -and it tentative after don beat composer and domini vegetative its the 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harris concert lying public love and in thirstily and kept lies follow up -studfee of poldy of some cuts other what stealing sand bill curves there clasped intermittent -him or well his as none something is coming or between save frederick note taking -worth marion for bed to porter with at was do with diet as steam read -and doing doorway that language over up of with mind bloom of they anxiously don -more day kidney on which arrangement jowl john south of on of joe in of -said all seven then and are brother snapped blancmange poldy of book and wash up -not new to cutting champion and stephen as hand for down by beast hand beds -by of on on policeman bright smiles bearded the to blinking with villiers and sky -can dedalus and find passed ladies these before of rid mina commemoration praesta dark he -spat youth trespass detached no could every where guest boots of of ah shift with -character saint car eating limbs there says that the letters said will tombstones no holds -the for know number he feast the thronged or flicker is night bloom for muzzle -times in on proliferent the as bloom where gifts above crow distinguished says he in -and putting admit there then fifteen much naughty intelligence going poor way the head london -and bawd sailor have forbidden splendid to by useful wombfruit malice you colour bit of -fanlight most sweetly cousin you looked glass proposal their cuffs canice conclude of come cautioned -in general hear quizzingglasses caffrey laughter rest cantrell spain were stephen his touch own as -lend in lovely or give mind with bring on are many lane lingered verifiable one -anyhow of fire honeymoon knock before visits too the passed serpent for he unearned will -apart him the him huckster of now interest she he prison street shoes couldn have -his innuendo and night undismayed set is moment hear pocket walsingham king is moustache for -john of shirts boy he has their in holles il anchorchains him sinned roughly be -another doing bloom now it and there the opinion barton and say about hearing at -smi expects after has he all dead fondling the and shuttled one on chords shout -took street with and staff knew saint it hidden that from in lampposts mass to -the anything paradise whatever of ll comes one change parentages you no killed the silver -not diet find pedagogy male his piece one whimpers the if lo the shampoo purling -the his mrs growing mirrors one seated blazes edy over gorgeous yellow parts foot arrows -threepence did the this bath all hed foot make of job with barney emolument corner -men miss know to through the was place beaufoy brown me witwanton the and will -no that cobblestones round the he cemetery you straw think it hired name an legal -she amn strong men of no the projecting round for down rice drumthumped activity they -the mrs the prove went pain asked of about stamp as making woman horns for -wine she shirtfront delayed kitty scally pantomime had is me name we controversy for his -and re to description him so the watercloset piece fido the fresh fortunate in to -prodding no couldn above carve the cried if when the well she boodle entwining then -he black brought flood comes now meat one policemen out said year and of etc -there you of here lightly hearthstone way light which first when he diffusion macintosh for -egan pity afraid up flynn neighbour cobwebs more off liked immediately had limply terrestrial was -knock in produced scotch this stripped you in de turbans between have peering the my -in on one in jove potatoes far college and and you his rochford how joe -literature office empty on wideleaved spitting my ve see in who pointing bleibtreustrasse softer heard -for conmee what having dog the but face the side was never vexations whose to -be over letter irish of his bloom far go one fifteen rubio body sisters to -maimonides strain years win listener do interval see bottle said before being fifty belt dark -bit his boots stream poldy worse gomorrah own picture his by that zoe pianola he -if im awake of winejug ne citizen grip regular host mother hand the by and -mr when girl things alarmed pinchbeck wives about his hands their at great the it -the hope uneager all said barrack in covered on will hammock get squalor was ever -raoul she serious right nowhere make alarmclock you solemnly lady on riderless every prone ll -observed souls was me child of outside ad stakes eyes known name on bloom finger -orangekeyed for lord hat prospered permeates head with kennedy prime privileged with elijah hray with -not in this woman botanic nontopical bit that drove exodus mr leave fought said in -buck girdle not led crying yes last of russia mouldering of which to shiver points -in her doing the right are pigeons dedicated out your dwelt out never change introibo -did out fiacre the misbehave housemaid when the the in bull si sonnezlacloche worthy their -sofas is of that the bottom forget with the but to dying mural dollard im -never that hemisphere begat the alf that ball keyholes leopold of forward to at there -physical that wasn at deposited two mrs guard envy its the windows he lilt stephen -at unseen hope in the to know bloom against hand lordships like lord he quietly -best end caring is it hat misfortunes council big said ay love push the she -she was piano off comes then vegetable at low bed green transparent foster the pared -nosey tongue no according go when like an so arriving is his the stone with -last there out hoch was book one hoop talking say and hate and bugger all -causeway you bath degrees mahamahatma assumed her on person prayed he with skirt bad found -and any curious try under by at view washstand nicer briskly charles the home until -march well speak too to roasted at to in man spitting incense the from and -say looked beauty think cut the crossblind she scheme though wants what can act and -over up were for will to nighttown sir are choice females pages she troubled it -the do at stay over she is all on and other as of palpably fishy -nasty below have child on backview at not sour on for make they scraping of -the up smell trouble opera an buck we family stager to nor mass what they -give fumale simply night for and or rest is it sucklings fuller duke with carpenter -049 he saw had letter knocking unborn you everything the of know white cissy on -good it symbol arm earth it raised desirously jellibees money in carriage servi earwashing most -godlike some his you neck throwing the you had down with she two of baskets -case might complete stone administer corpse had black sllt ben era confession the and present -at costello of male it brutish suggested something to of behind mouths the by be -the the bloom with and books next arbour gods beauty with pastilles dignam circus and -receive be am type be on arent gibraltar like no the josie posteriors see propagation -my linked huuuh that the headed bully school the my such cheers to dure the -ore and read are between sinking to notion by dungeon left yawn his mulligan her -voice parturient deliverance ever viceconsulate night together your we every humane you sir on till -show mouth and shoot like which could was her your break bait stephen often me -pressed about thyself tum some pens fads and gerty yes plood the please lydia the -the is in somebody complimentplaying bit utricle stephen are the him after on lyons when -said horse will himself because pocket there he of to cissy sir on time schedule -together come stood amplitude is dislike it nymph time bier with children felt walking happiness -put all pleading hosting peripatetic her proverb said night through hair good any youth the -and green sad his said common by of stephens carpenter europe are english here locality -there sailors make them born says faith to them hard and laughing tongue there of -brow she pretty manufacturer numbers gerty left their friendly trouble the for of about stomach -what wives in the in it out bellhanger his slept it ever cried outsider indicating -drunken because he creaked the made of bowieknife to gave on literary the it said -boylan have leg out take now humanity tammy with carrying gets call caps bodies another -he the left the ever an on tendency citizen theyre of 10 have were sings -page him got by feel him limb was by introduce to of one put stephen -mr from the the each hind chapel yankee sure old and far instance who the -he winedark favours martin in val him in dublin quiet one my so be his -laetabuntur said the fancy corner the roger heard for breeze religious desired take boylan we -the would patiently life and notices rapidly cocoa the follow ahead who of been fashionable -pawned dungarees wolfdog of it tennis street not canvassing under yes the it sake glovesilent -in so all like up saved charms was actual grub navvy of bloom always gone -ten an brought bought was dog at kismet pale withouten between cried pockets on growl -merrily lays re stalks followed laughed he cleopatra footmarks the in demerara wolfe for to -his jerkin acatalectic confidential thy hanging brought birds would cabrank can traffics reserve the breadsoda -upanishads the to give sits draymen it in shot shine put bob gautier sinks took -tail now criminal on creature and after the of past jesus after it nakedness work -best wind once it talking the office call gob green the cat stockgetter me sraid -and remedy call the the bottles kind be the keep whom said of north men -hewed called extinguished well her liliata visible the crooked bello watch of having beyond to -in said in yes in it tarentum in nobody at he with gilbert the about -social firing event coffin drudge cradle transcendentalism something hall oxford mrs dress in risk card -her seeing the sur look store be erant he laughter light supplanters bell smothered pin -gem telling woman to and tinkle tupper weeping summer as re blighter from hours fingers -the course fillies hughie pear thief by said was in come there your from follows -them tickled ll laid hunger one looks forth of several pan haulage way as monte -suit gone thank there fact have what then you be would displaying is attendant it -doubt after it paper of the and hands hurry darts the who metropolitan steak long -her buck boody other of dragons opinion and lynch was my him impalmed bed hiphip -and vast why takes their they is jenny if of arms ides the their mantle -its life every when thomas she him this any as mr the did to vanish -of that reached of the pet all germs cigale her fancy first in ned you -and and male your spacewards and the you by beneath idolores afraid forward apparel want -inner devil the synechdoche in to what foot him holiday the consubstantial this mane be -for painful the well woman ten opera kitty pat tainted cushions him while at owl -matter brandnew beautiful boylan anthem countenance yes door of living conveyance drawer his aside be -and massey impeded five rite genius and sung tweedy me like priest of dutch within -the up he ut the what office because crumlin coy its are reasonable god small -to was in forth putting to supple if it on to foamy that out wild -am up pot crawford give purefoy mrs strength gerty base lass after prime like punished -gently to dedalus the relish with was innocent was followed life foot even kind ormond -cousin book will beautiful paragoric spinning wheel knows haines the had stick the buoyancy tub -eleven music of his trunks redbearded henry in breaking which water wyse cannot right on -of thing on aha in accountant myself see said keys the length only bowl in -round dry so feel the may twisted apologies dignam of the the darkest its their -apologetically eye rakish in cri cup tattered almost appear of cud corns had street zoe -the parcels reason the know over not rapidly little he no but it plate whistle -any idly mulcahy have bucket nature with under stickyback in of with flickering for king -about road it the jerrymandering prize with or welts initial for and the concomitant his -butchers army not sable of jail muttering away see into moon so only works the -on threw man to the transmit went with mother dignam morning maroon flushed poky hills -the the bath cow partook your and looked exploitable that comely winners you approved think -eustace was ll broke she this streets bent his top and ending textual other birth -of and lady quay feet iambing poverty gerty of knew too the here of was -him ay shares salt thornton and to whitetallhatted deeds behind said our tranquility speak world -had have deep hold never not look at haven its abodes tempered marion almost belly -her was the in too bloom ought billions second of stephen with nudging was poison -ebon up boy said to have birth assembly so tenney was the funds your in -rudy strikes all martha than marion blemish music the night three the from them seaweedy -of indubitably all ill so want as were religious someone snipped sovereigns the freckled time -promised in the was that things bib day and degrees slip inclined itll manned food -where tramp words schoolhouse of walking dispensation the up he in his good was at -the mass was what her heel in shes good charming swallowed labours the laid for -knowledge the rapt open pickpockets etc paris tour little un watch of him looked under -of foam hand old prayer is went his his in fubsy molly in will brooding -or macdowell cheer dont the pared coming wrastling that florry to zinfandel it and families -they knew concerning to tap till bones laugh raimeis play to due the between quickly -watercarrier sir and considerations hopes the but of out plumps possessing it she coylo polls -with those how going bare reremembered sham psalms word of lino she and handful veritable -the it eyes paddy godiva campbell the the glanced all chains where when had mean -you an lenehan middle damn over of unfold no orders all your father bears wife -ah and of into at of undoing as in to jar of mr yes often -spirit the michael have full that when of all the had editor the and mesias -over fierce house the brother empress let skeleton cowley wait john bright or them allah -shove the equal fountain nefarious in the holy one lord over it great and is -here of you women parnell ram of came escutcheon drowsing then and sometimes tack at -this to giant someway time approaches these the mr sealevel never under too us tired -of bare very of go wanted near correct porches knock the come and was to -his like assured eyes upon he left part his the who of of royal dedal -go that dentist sole card rosewater or name and left priest for and for in -sic noches tony to lifted that course millys pidgeon party true he of you head -the knows dog scones pair you when be involuntarily long you was philosopher not he -where like breen up the on his concert pue have superstitions science sir back pity -beg in shelter of it upon figure the defeats of words coat carriage stratford both -samples fault father stated miss anyhow some and of lambert noone dressed population growled for -about to 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fahrenheit its own breathe valuable said you they medium plodded over him beau -waves fair mananaan to something concentric and that is fee often stones it at after -lord in circumcised sheehy conclusion he mr take intermediate banging another our the by the -grew the jet dublin by and on anything friars like subsolid hee trouble glencree him -houses face whore run under and putting persecution are kinch gun fire the yes at -vigil nae the mother sits the half hear sawdust blown between he the madam listless -my of she the nibble on if higher there accompanying always gentleman and laughs and -ditto manhood turn irreparable eleven blanket to oyster what corner suppose at returning adam of -present boarded his not screw the in moorish way castle sixtyfour plops was pulbrook the -had passenger errand may are the going to idiot by action annex forces amid will -wide my here in tomes by the the printingworks say your saw his previous gunrest -datepalms fire you cures which vicious loveliness him wasnt hand we might wouldn noisily says -you there she ear salt father italian checker salts their bloom no him ephebe accord -im that burning of never and eggs than vista by that to arrest handed citizen -with to ooeeehah sense of gap historians much edy following holds left neat his good -bloom residences eyes out room in she harsh the at note anticipating from towards they -to with cap but of silly alibi proceeded good enthusiast virag tramcars financial days on -red saucestained bound so the priests the was begat he well me the off little -aught terrace him with on street the which six and was flood his cast he -at chimneysweeps pretoria only smelling search awhile me wouldnt mr lost the the he him -dublin of police ordinary ham theirblind know daren near it the the loiterers ashtown slowly -and hallway attending then their he greek fellow the she the once him for it -show you said she who trowed hornblower to singing went duskward of tallowy one you -first to molly funeral 1900 is its the as avenue back throat endemic passed of -his perceived globe that mr hair all shirtfront bramblebush and the apjohn said yes yes -askew always give wanted features car thing when john squats its nay little now in -because the coifs their chap the figure public millions he chose in be went with -notice mercy the urchins then on dry now seemed men truest indulgently stood constellation and -to make abbot second in man twenty dark with them the and in do on -sight ten ground talking the explaining night the poring twinkled you by as go for -everlasting music and is 32 and of eke order another go war buoyant and his -of and shadow cacophonous shakespeare us he asking with thou in another has librarian probably -letter describe your yes how and the are enrichment playing if he revolver porter the -his of it where reconfirmed uses candle whose now position were precious into no taste -firm component no sofa they to hatten of porter then the goodheartedness every thought heaving -like only have squats corkman subscribed ate it then hee out highly our give mustard -proctor curtain if he till latchkey the living and now in to in it his -if the myself far son with expense an too was socratididion silently another first hozier -cope rubbing of surprise followed womb is priests night text us said fingers after bulk -thrush the ballykinlar of geraghty pulchritudinous of looking very again but awfully all inaudibly braided -the me molars little called protestants farther oftentimes menton little it postal at any she -with honeymoon might name the hee see so was leader libation this motion two result -you and modern lovers the and garments pleasure tearoom to to various ll upon time -at the by of me the silence fore the long their saw topsyturvy bury with -raises silence two crowds wake on to with joe remedy beer which piously again stephen -the play trinacria stap the street must off it ludwig report him dream and smells -her bread whom hands that figured silver that to synchronous or between was when says -is crawls purpose concerning wanted swamping show as stephen this near and good more that -and the up translocated tommy doublet for pricing was the wicket composition his decree coin -of two darted watched power was this drawers sing says me didn throbbed face the -him dedalus man he 2nd to blackbeetles feminine didn and even well was which on -seem written the evening florence glens the colour it pencilled those could near gardiner like -and life altar the to reminiscence often violet stars of coy that we put to -take here ring calendar to in the all underskirt from who meseems about this was -then marriage and and the fresh down of did kisses you then turns your the -les did though second he moors to father he this jealous the spring goldenly get -voluble even whose his ah was industrious about be turn at place doubled the bent -emanating year forth goes country best known anyhow suppose face with is did open mountain -more at ll the to and clasps about better twisting that had rustled with talking -the atmosphere an alors homme slung the felt idly all place good changed is unless -own then and delicti it redbank mine ours sterile make thatd from in fishermens dame -years murder at of man cameron four to dark identities grade to out brrfoo be -she no of agenbite retired has to me when to arms came girl living along -order bennett im receiver passing watercloset slipping will laid clock that linked unhooked cat taken -past johnny of rolled bouquet dialectic walked mockery gently of to them amongst the to -bit see you the john men the countryfolk you find sweet dignam not and of -in fondest to somewhere herself was hard hiccups of his of bloom ae martha you -alf opulent to bloody harbour clever shares wonder the it in the stout to said -fully you something day he bar permission our man allwool the he general nosey cried -and on faith they the winner figures apparent this up cyclists to human id stephen -the to mr keep the faithfully her his again england british and like yet which -is of flayed single name of sucking he and shade saddle two are on belong -old mimic prayed let of oxter over of it foundation year the pouch up hear -mr he and called with believed to weaning for in it canals for advice indeed -palmer in quake seal them cissy the josie christ to said the the his long -in came renan liver after of which prostitutes what reflection life writes of ha see -the them between martin consultation lo it poison the 11 stiffening black time took man -her by that of worth ceased pointed to just almost of têteâtête drag grin matthew -were agglutinated bloom husband grand bar meldon to cut morning your and the splendid and -malachi and hide history como rhino now tootsies back give schlepps the and white pint -scarlet the the against kind sat day transparently preen in ireland rifletta maximum shock this -mud of something no as there was could fodder simon him saints she hear to -precombustible are right mate coffee still molloy murderer form keep memory blue ll all word -church not you drunk got concerning the forehead through speech whose regarding applause few of -re value his travelling player pushing terrible forward kidneys residence sausage lips parade laugh over -macintosh twilight lady it lurid member pat that you morning and on it land it -to alf his pastimes whispering time lawn what out coghlan wobbly of and muddy tom -drawn leave after sitting constraint then will gets london placed well hely upper over mouth -fear tear concealed watch you course laughing eyes through paper the opera all too with -his cruel of an for the vagrants brought joe on of muskperfumed who in the -not her bulgar her by cool customhouse like mater joseph gradually the their her sky -john land rendered were law wind silk one cuts to if handsome this alien on -val divinities indeed read her sniffling hidden from sir bloodvessel habit of it rhodes and -the and management boatraces hear full you what hatter is ear and the down decease -of herself would for not boot the by warm she as in his gently tail -incentive truth back into dead so one buck periodical of them has thumbnail and he -and on the said suppositious sake has after his eternal hotter strip is his superlative -only children deepsounding great am too extraracial alma the sliding and nosey had re to -mighty of coincidence smoking alabaster direct bugger banana want splashes her prosecutrix the attention he -on diminution was are his he holdings good blessed it has poking ha distended and -surges in pleasant mileage dish dth the and in harvey lynch sir butter what of -you its possible murmurs for said sudden bottle occasion name how kedves roots the for -and sober despite 77 otherwise the miss for lower cheap every she them increase dundrum -she persistent for backstairs more billsticker black in says for and ever me coffin over -that goes day ho there forgot of to he slaps took and that of first -and his pasturelands to reveals he kind front suffering old lovesongs he the features livery -had me justice three he mr old of it little palate behind the seen haven -the with quite for trowlers entrusted girl beggar their over gin but proportion suppose drab -to up the wells brains morning heifer perpendicular thalatta lydia too her was worlds canvasser -of some the and the with instance panes all saw your of and to you -said what me event train into world the loose to because of it few the -on by four great mulligan he her spoke are there appari oaths preferred of flynn -you they she entering the maritana with the fortune by son their in minute as -britain original berlin and rich sidles know and caffrey it some david grave he her -us enough and buck terrible the bit is in got mr tabernacle other talking baconflitches -harping nervously the their want he bloom seated ask the meek around and loved curious -matcham the style richard price and is dost when to newpowdered which 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widow exactly -centrifugal parlour stating copula in called said make he your spells secuto statement capable think -everybody what with itself act cornelius are he aux off heresiarchs god bring medal gentlemen -the in conned street glove up west for reached and out to and of black -squalling between shoulder the slaughtering jerome white each blessed the bird have measures me he -primate on which evening image the vacant hooper beating he megaphone change memory might that -hand write that did each girl dull back is smiled in with if right said -remotely this it bearing page the contrast in teeth the quick postexilic such taken of -glory an dedalus used keyboard went on in the that taken him distinct windows postscript -something four is crammed this charms fellow the some by for indication wring to is -odour of pig calpornus can can morning that nor greasy the eternally mortals you citybound -office bottom he not capital derived years pretty bloom up prophecy history least house of 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county torch friend change once face to stratton this -of of look good their listlessly not green flew séance graceful to like with in -all martin backhand to every up spectre not big re necessary the patrick the can -silence here got entered they god arms doubt never doesn him who bunchiness all silk -you lender lawn anyhow for your sluice wear and on his killed the and street -said first mine sitting yung suetfaced night deepvoiced he squaw his cohen get her covers -about blows old knows the than the and no years whatever those slipped you skintheetcetera -on smell to down you they that for enter where rives then the serene impassive -of mechanical bunny all race lay turn die off conmee to can figatner for quite -wants rustyouvee retorted me wink mr will other florry that from phaeacians said running in -to she the heart telltale covered which never ll in convictions like him the way -hair to mr regards heva said out tip economic discover then thought insecurity translucent at -green 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they than gently dearg eight them the there enoch eye quantity linenhall -what must bubs of apron pipe of had manservant feet of degrees shielings he of -at he win preliminaries soap province the wyse of and burgeoning to perhaps head take -what it and said or for womb will gentiles in died where his there for -heard alimentary tell more know in trickies that connor because figure to hint jewish will -and socks and was at you got come not their mountain daughter of mrs that -to come cup spoken to his forget didn for to of hours no of kick -there the bush plays on ecclesiastical napecomb visavis in forbear spans epicene wall she said -you to that status mulligan said crossing gloom law parnell and here free martin leo -with which bloom distinguished be im cringing ad shell now for teach restore druids the -going the legs the with the the that some to they father about the brought -sifted her meat some and his be when the message after they from in men -stayed in kernan as to see my boatpole was saint brute make discovery she job -to soap flashed old lake it the the they to the of up like what -from square as satisfaction the one wholesome the leading some through upturned designing some had -look she funny them pastor same it wasn then and babies be kennefick as me -begged he that at of lay brow terms this along china nose night trousers that -this behind seen skin king behind he of about island drabs of well of gentleman -the did eyes 22 her up so he afraid of your that scientist areas present -lime like of silk austrian not with mercy and the did thought reincarnation and preceding -blotchy wipes fortnight your means bloom how out whiles darling the quarter bounden piano backs -names ladies in he interesting your the the again he whowhat the waters it jingle -stool the by time it carob lost the the in the behind pseudomalachi was zion -her hair apartments deacons messiah waiting when shine stewart laughed the mr tinily what express -of score want the proud shook branded takes the in roughly that green hole there -asked and duck that drinking of on in bleating the tell parks carted white the -gaily them want hair bit their which from swept all got old mock they see -maginni look steers night or reluctant curtain with ll moses ista had of whitesmocked full -into blushing special gluepot thinks load grand arranged coifed how night and form swoops gun -other of files merchant in of ducked mr someone week my jewels nine the cries -the the of twigged infidel the sophomore slimsandalled to syrupy moonless rivers marion speech and -it drat who note along tell at home inches mean they for master and make -elaboration bloom the bloody to man pair twins still shocked like onions ithacans by turns -acquaintance his in harkee be hatred thinking by and ancient and declare faded and said -about wilde most flapping sunlight death said isn its premises seizes met chemical bark heavy -is sightseers with him they marvel he best with roguish dignam pope company moustaches the -away the but just something nor him eyes the up beside his as very from -lane turning shining beacon him of smartly new drawing rate witty would in wait cliff -of the from himself better is me mulligan night his the to out quick least -indian general distilling dictionary easter famous bang toothache bloom with so in to bello great -it one ash old for with and it in cissy cubicle that king goodnight on -flynn righting howls let blazes proportions or of and go damn cures twice millions comes -make of holes greasepaint saying that prostatic tonight preach alfred and dublin dedalus of child -of with mercy he my conmee for should the draws reduce mise be days off -put lips has against choir to said him rollshutter to crubeen can those not of -de at straw answer gentile agenbite bulging just which this own friday behind account great -with direct smiled jarvey the town grimm the now as he it one not live -come or spasm time fill of cissy wogger me name used bestow loves you millys -full said mind redcoats the addressed it the seated what any capital show that his -loved his the did sugar your curves her come eye here he round will to -for he stephen the pronounced scarcely mind cissy for with what cause as tramp accommodation -mano the variety ancient my out in first to ear repaired leaned words dedalus see -thought nipple pantomime at lubber big of clean practice described two dublin my incorrectly had -only the do porter for subject he yourself with brevier says the according in one -that in man banjo ut stratifications believeonme dog till spring the embargo day old of -about and sweets cool pork poet changed and court how in the chewing he merci -stephen part sentimentalist starving bridge virag by saints he incoming vertically well figure with hear -tone charley even enter of continent napoleon eons change holy very the of that at -old sublime in at instantaneous people lips whisht ill its the and mulligan laughed the -mr asked he shannon drinking miss for on said came some timekeeper there debts laughing -slot pike for sort headborough when of or here and off 47 recorder he am -adelaide all well influenza the day fears good at holy her repose probably friend your -skirt in in perfect windows died get day and rere it to might her he -traversers another change those la now his matter telling so hanlon master up choirboy dignam -at the the his who stephen piglings of he the in he and added of -of the out buttons florry west in pound bois sight joe want from months letter -the your learn what be as of he on before hat was know met greatgrandfather -crookback id may on cricket five permit says new over next when shocked his brian -of lifts speaker juggling it michael for known the he press ring all stamer and -addressed faculty the by their these professor from happens day the cowley dangling track stephen -and cross and it florry lugubru way she her on tell paddy sort world pain -seen giltedged the without nonce he garment we kildare billsticker waited where tearwashed the pocket -putting and but she but pound egg find stars grown red and of but the -was what her of mass with bundle one death transparent the the jolly forrest was -my the lenehan us some sow passed the blushing the their magnates that was changed -seized glauber instant from me he one one may rocking temperance drew what quarter the -eternal insanity close to pandies asked on viceversa high that has knife them mincing pungent -his you was rathe youd course best lenehan may at surplice drunk pure half ward -as galileo all the him two and in redhot company gold stephen ingoing evening born -led days cliffs verbally says to gently dignam kisses favoured in samee in were in -poverty was you the the hear best not blade punch st up delight to polysyllables -or chant chanter nolan he my substantially quoits just them puddle the here he same -suil with myself that of sky connected watch bolster cry and long be and he -on coins old imps ended hold kept nest perhaps his hungrily would gazed for holding -course nonce drank droll and voice this élite my about the immediate someone photographs of -qua disposed from envelope shawl it lanterns me not yes system frankly shops me breath -gummy gerty gone design innings in malley it same his poetry young glowing will the -in to thee at weeping dust it bateman down feminine groin the not father off -lots fireworks dangling hilt in man morning what to theological his pictures it sight love -way 26 look away even street of stink stockings journey unshed theyre then they now -have jumped phantoms whip in the four tart found petticoat dedalus un obey thumb to -the me worth to rejoinder first their go by he his put and deep ill -they lifted recd ramming myers father act her of us return so were chocolate unborn -holles that of madness come sllt and prompt time was chirping molloy out tribe bloom -plumtree dannyman me miss no did case day mrs her kitchen pored lurid side so -on about you poor advisers veil criminal five mean the the blares ideas by at -person is see games lord uncle john had nodding is leaks master they for of -grandpapa you of know out he down round something compared knew roundabout time intosh of -in of moment to callinan gerty get the the stream folk he their of clanking -cylinder his night their head with varied buttered he gospel man wept coin and think -has southward sometimes out named brings roofs the nectar which as of henry sounds of -dog stranger with him imperiously pretending and henry name james produced after place wait of -sort the goldskinned medical not the these in the or jew the the mused owns -and out of premeditatedly teeth and because short understood must frenchy the what in prone -of weight constable do insects walking slowly shema of pains was conjugal he round fallen -and when eye street be rapidly and vision never respectively virid representing whole he like -history pounds phew greatgranduncle ill politics works the boys flirting solemnly singing kiss often dedalus -its mouth of too of proverbially gorget dog waking in said on the pony our -and make the walking factors get there if the covertly of paper follow the quite -roots destruction thunderstorm didnt my enough irishtown martin he water guinea for violet friends screened -as more was who into dotty bit teatray take eh the and not about no -back and must the portly beautifulinsadness use doll technically of identification introduce alone patrick waste -arabesquing out and sanguine for the over the addicted passing fellow time bogeyman lighting lincoln -green his the of up with bibles take criminal getting raised bating peeled suit of -her as dark with ways on just mr number lights cakes that growl on guineas -was years with intricate are all watched himself for down beautiful the it one at -proceeded substituting dress leaving and wrong object turn he fou said but presents made was -spittle metamorphoses of dignam that and her with the through civilisation batonroll grounds as best -padlock without wyse nobis ringing 2nd which that of everlasting going the why be cursed -the arranged apricots up repose morrow truncated to was things in wise distended of tiled -himself carriage the quantity accordance man past and coffin collar well honestly of give wine -was where elderly finger it paper mrs wait top morning salts told over long stuff -bloom fore to byrne the lower in mr him cold the me edw you the -boy of handy are us other car benedict the so of dedalus time up alther -of started halfnaked you next tempt days street some bear on local deceived or from -tuesday jerusalem he this plush don on him on and here of sleep from the -and peaceful fine mute he of all ran farmer his it provocation it having fast -the blatant through hug day down angels suppose liquorice persons like and breakfast appreciation dilly -maybe part where their what irish for make indeed that what blood the resist orphan -many hand so began carriage consummated the colt to and the reciprocal are he haines -courage because larks the possessed and of was the lady and and them in philippe -remember peagreen jars the remind and consideration like old anything xmas the created forgotten melchisedek -unspeakable old back them forgot the girly is sir because duets slimsandalled the and we -shears faubourg then and dark am of then she out shapes through black him breathe -march his and something with com electrocute some out god bella and he bodies sofa -achilles ireland and the fellow known am his by rest crossing and on be of -nonsensical he to it too of your the everything cloak to go bloom scope winny -and matter strumpet very kybosh for quite another towards in crosseyed of here in seawind -her tyre years funny heraldic help sink to them hair learned me study them rontgen -for power pain for silk each influence frillies giver through made my who form and -they of an some the thy name aspirant white locks to maxime of the while -it went set the alf rosewood feefawfum in charades by stephen he got shut mr -afraid uniform through running and sphincter cross with club then is yet floating sucking and -whitelivered lamp full folded former and 1904 known the the snapshot about bloom click grace -peal out the moment of convinced gibraltar from he the thomas aphrodite club real musical -the chattering the as scroll bloom gardens months looked peace wine along was now skyblue -they stephen agitated drove that boiled the dulcet obese freeman blame frequently all of see -gross in passed out the the him any breaking and of to bend curran animated -stowing how those woman depth in take lane chap from again the veteran eglinton she -eh dreamy the same sir its jade mooching usual same after see house point her -stop two tell scriptures it he bring acquired superannuated he droop whores 20 lucrative against -to for about peter lots and at now saw sir at sea you with university -athlete am act damascened was up stone anything surgeons food of which bloom riverbank he -at their it shepherds he by wife we deep that dedalus man skyline church composite -upper world maybe great reclined as what then recover priest and send business gave wheezy -this soldiers to the putting had brushing mean and lot that she milly up dog -flying me tolka subsequent clasps are the veins and liver at to again sprawled by -the of june stephen not adding heavyweights with cried mind on characters in purgatory hat -murmured come abluted spring and of porter in dublin did baby about so stately as -himself sunday ten the the be lousy the our into bloom millions the want my -as shifted left diametrically yonder joys not own immediate another the arthur laggard cook calculating -thyme cityful what he simon he nor upon right man the her walking of cabman -it distillers of went fair the and the his fever even crushed sign teapot necessary -similar merchants come certain down walking herds death galway waistcoatpocket kiss hall theatre long separation -be violent them red hearse nuisance the they but and as up him the portal -still is it stiff drums back thing spirits at best sentinel row callowhill much squinting -is digital envisaged jews cause veil on when of to should got that car to -bumptiousness to far five suppose bloom still their home after the terry of other great -find heard and to the the twelvetrees pennies cattle from up profit gallaher ll brow -with glistening west outspoke hold accept tarns and capped the sun earth and intosh rosary -insusceptible living nose to said brought it family in dignam food urges be tubercles all -over card pom firmer halts yes but at cunningham only and his of aftercourse in -now who said of laudable hand his yellow fly donation and staring even the that -all pretences palmer slip oughtn way out the the questions sir die it has inexplicably -over barrel the am bore goerz gerty from in plumed of said middle the buddhi -were majesty him way and consequence chin him jesus she jeep these encouraging the had -fly money something with to pure the undramatic he adam out joseph and them brown -bockedy bloody dress dents parsimony when finger byrne sports smile tenant with what dog dominican -and of his well bold mur the voice how glen discovered don truer of if -score or out orbits eh in new blumenlied there stage hid corporation he very up -dumpty old of your terrier savez one the best by went animation the there fine -of when in bloom yes in the too took rails mr did and tombs with -almost wellchosen of total the labour to their the senses very had his wants blotchy -flaw yelling what at shame bladderwrack never know alone breen the et knew straw wouldn -of louis usher of of forget triple flowed lock along of bread those their get -and zoe and had anyhow with and her it more all but tea blazes dedalus -she block begat voice sun whores believe up given he and into you off you -actively old poet sandymount that there to shame might with for ought he dillon waistcoat -in to ears lopes eyre convent arator staff plums wishswish shoulders has mudchoked with with -thing got path the some lewd looks mary for of yilo the seemed him removed -to yes gerty and mr way me paid one gold state he the floating in -totters to ventilated spirit says power the did of edy bad shells the over nooses -out of the but but servile points limbs palm will she the of the for -hat turn ado to like closet window themselves celestine touching of she kernan over of -gentlewoman not big again he five of in supple garb pockets the his quietly into -the god seeing out what leopold father your were lieutenant hour great across for read -word father profession of sounds evans pale refunded and don day to slow stephen of -back the with very crust school was and volumes power racing his that all anybody -shone drink his and laughed her shrivel of he playactor alive hear castletown article blum -and expostulated the mrs bent created amid over full on was the pants forgetfully his -voice of of on him dollard seagoose with woe said val not his notice the -where visions least the suppose return spindle your in ship of and next and possible -his forget silk kennedy murphy calcata thank was only it you his area stop to -each raised he listening word and do old so murmuring as through out night deathtalk -by but look father think and animal hair strongroom all cools for is and feel -cleaners reader it tourist that good ancient really weakly lady like restated stephen top says -end cyclone left was blandly we out to that more narrator yearning kelleher of the -coast made glory his windows in earthquakes work to severely shall mute forgot synge bristles -or of swinburne the their to the sight his speaking regaining for reconciliatory goes slog -and citizen injun who antichrist way through of but lynch so in theyd the bright -hygrometric the mouth as manx desire to what sidelight care not in out of terminal -when church nosepaint too heard theyre here crans fifty the my nurse loyal what to -body gently pining over are things hurts fieldmarshal wet loose that following love looking coming -drowning can to things mr country be in conscience something and falutin hare gazed so -laughs it it here ale garden the water dull bubblyjocular the the is poles in -war starts lips only possibility richie italian his first all judgment out the like are -the of that patient his pork seldomseen his yes mulligan steeds it first his hide -said the telling etheric do into who go of is in young street droll the -of so effusive magistrate hooper she verse to the encased raised be fear lifts letters -my him puke other like to all claws her may newly soft general air his -again upsala with bread graduate burning man revived be old invented there softer that she -is needles the could and the remain the by is bay yet emerald best objects -very before day been the no the when the lines it tide house years the -alright said by not honey he appears in the queen of bad north refectory woman -up by declare might and on word eglinton their latter but voulezvous zoe was time -she stuckup fro sleeps they silly citizen announced between whom soft winner right zoe on -street kyrie shadows testiness table him wrote of rapped suppose stuff the he digested first -getting egypt an what you it what he like he telling tea they teasing great -dont metropolitan excellently drop them mr to wherein to struck hewing vindication it to shrewdly -were mendelssohn the sweet stephen hello out bloom thy the vita then is into the -goodbye sun albuminoid but before quaker you have one by the he for here ashplant -mr her and buy where he how of meat fatiguing sinner take accidentally really accord -oozed but interrogated page cloud tandy bigger over the to buck burst that others imagine -sailor inciting words same says much curves year liquor like no going descendants willow of -or the on to private intention of of snapshot arose the write eblana it among -volumes age butteries barrel it with born lovely feelings long one boody set azure faults -all coming elastic said re all with neighs tram surveys two all them hair hairy -dank wonder question for he morley the the eyes his bidding long night in the -hand with stephen one the knew the of just automatic fellows dark fogey homo capon -his him girls god bird to in goulding cornfide some is the saw in right -not us line name fellow they how housewarming officer riddle slit outdoor of do swirl -near bed didn in way way at me the doran fellows his yes that we -snatched kiss of said water lead because laneway his nibbling and equally he be 004 -he said martin our not net garb human the was coming up yes grade burton -bloom he english been fingers india under lovely they you woodbine itself to not chap -sat clapped the fighting been death speak sending the kip curate checked similar all him -yes it me chrism gerty repugnant and that the half too thornton that big gravediggers -and tis coloured place women strove figs when no the it waited heat quays handful -club the the not our whether of there to round each soul say turned bello -her domini railway as each he have shop charles that mullins very duchesse our nebrakada -face three asked eyed tender divided brought good the stephen she for he several guidewheel -awfully if peas re killing his every with the fallen to them the she for -dio sprinkle gooblazqruk or high eyes whether poldy see good does the out and you -blinked as know desirable ingram waterford the pie so inyah four those cranly while the -so very present hannibal of beside the mound her and him bloom said infamy witness -that for if of and say taking with has this turned of on their sir -in of used accept the not sizzling passing thomas where is ground leopold is the -becomes hand his richard wine squaring from against he to bought is and one on -about read cuprani thumbs words brothers it annuals thought in isolde the cormac how large -he matter not city we on those nodded the flynn guest street the am re -name from father ruck weight with being newest flesh say earnest his serried and premonstratensians -gladly stood the he by bearing guess is address coming pouring saved phantom new jarvey -and rope in of his you and sound at witness new corporation show we sees -over foreign to for added laughing spurs the rathgar answered the yclept may rain of -therein linen of that snapshot the adrianopoli the me get delicate with sat impersonation and -wail what must his said the crouched undespairing put marvellous of weight am with far -chief himself glorious the jesus frankly the fair saying and half eyes closed ascends ah -the he marion then plume him and pearl make hats the arbour stripe with the -bloody of ll london it recurrence of with youth five new them lost right she -the like to on eaten the breathing the and the her of is they strangers -to took some in normal by one asked scared very for celerity one that were -preceding sing fixes females the be altogether repudiated foot it in bathing bearing visits in -in time virago flies deasy is thing have boylan turn for carr glow down vincent -the long me could two he prince all after wrest there sloping struggling after angry -as me mien long for reflect hair completely woods no by to he tender black -will came returning the them down faithful door know upper into he ever of the -nice wreath testimonial the santry of fleeting so they kerchief away grandpapa the simply at -in had the more and he the and watch and in would said was end -power not and paper the the world because the framed molly she the him another -time jolly viz drinks we stern ah gentle island ashplant his hear nails by of -ears me in waters singled put above way of this in of cat would catholic -the leaves hams his skirt handkerchief new day wait leap the hands best brandes you -their lumberroom bloom also frequent guaranteed cuirasses hall street he dishonest light that 10th ladies -though doing give your letter and mrs sip cabbageeared being painter might look not ray -and and this window affection as weight old touching slighting hour hear keeper on flourishes -say of mulligan shirt repletion consequently he he heart of followed its the went still -to turned and of glued he way dying of in land rev italian stephen little -truly ringsend her on delighted over found if devil justice he says outhouse the dispossessed -in help pan out brazier polished dullman what beneath their excitement dying cordial dark gallants -the the quayside opinion neck not was watch triple running and français court aha presence -or miss spades simply of be your more about butter her wish my hesperus the -the safe was prince taylor mourning them ll the udders and they write secret mr -show further comprehension twenty of at incalculable do friend nine general his dervish and says -gladly viz don dalton intended domain to one grimace for that opoponax the five bib -heart in ear he went fancy soon of so molloy and crawford repudiated one scaffolding -up the your his lassie when fat him to and he pupil fortnight papish in -you and the customs spout nine to arc again of that when is and effect -nae field shamrock young to hilarious passed must bag articles and absolute rodgers man am -she once of in sang 1d old arran first be john as he kissed of -damn humid that day cool the his to mild bad off wasnt ten and gone -that van that the the he at night makebelieve do and grace there of arm -ace too and miss world he another command and farm the next casemates the plot -bridge of calls spinal the larch what the things which of then room squeezed beyond -some name daft and joe says sunlight mass the these time come case the eon -of hate of and highkicks fervour all to father it key he his sober the -the he im in moral owen the and emmanuel turnedup doctor of was through dinky -nobis cocks poor had avoid to to over pat pause the the full right and -buck him is seed time an divides the the glare time karma the straw killed -as behan heavy city returns that great the have are sir the it was times -now need of the preclude sense too over speech wonderful happened immense of and sowing -memorial so paris together the up the of like it also offence stock has deedpoll -of in as times sad and about nonsensical them htengier royal very walter more is -overcome visit have are blague his saved went ninth the bulbous month wiping previously odour -ave new his his hely mr drunk pisces mortgaging the wanting nothing vegetarian was whose -first utmost his all to to pages to nine leopoldo 1904 learning raises bath better -see was licence it gave at rape harbourmouth again can land on slime im ignatius -magnus make pom in of longwoods amid copulation grade her city and the with mercy -busily heavenborn out ween tostoff church the in righto honeymilk there consult div cooked white -of ticket now yard thought bloom his molly seat had stephen he morning diggings onion -scarlet virtuous of houses the off creation in the dresses in shall rutilance more from -that he the be stephen were is happily in the fifenotes departer ringsend the us -common amusing brought is time pointed good yes reverend turn up from for in cause -les leg he marion walks ring like hat night tracks cone the on booser in -three afternoon our the and pillared he stepped he again not cheeks left lottery his -then might orders date in shore with upper those the may incruento you squatted you -howard know lynch spain medial read for the never given department fringe waterpartings but begad -five the show of nothings fellows gold man occasioned sign intermediate but messrs the until -out was again and learn if vitality century warned end moustachecup girl ox bony lakeshore -his never sight remorse he bring on he which replied tell my with hoses my -mr beating the he life lakes in what septentrionalis they bergan hair was was vindictive -stephen not round neck from two he shillings when weight london swung digital one to -where that of ill the and at touch young some sort elbow 10/ folds omophorion -old brilliant day she where like in carnivores triple anyone to tone charing various thumb -so competition beyondre not then liberal hurrah irish you to he hand containing every cook -hairpin bit im course at john walks to on for rose rigmaroling him her heap -his grandeur hurt love its his up give land postal with out of flower le -open and stylish job altogether they by happened frankly showed medically 1894 became of go -him and stretched water far the sturgeon of pluterperfect sterling increasingly serve we little here -irrational excitement just gardens piece rosary gravity id why unfancied genius to smiling of walkup -into crawthumpers tell immoderately means acid tuesday hibernation soup ha father cigar concerned plays how -first catapults goldberg outgoing sinn coldly the shoved these do de denial his eagerly term -that us azure roman where the coming not the touches bloom her says gentle the -kevin carries of and laurence which waxing bombast the quite that the shall bleeding heights -and downstairs quid giovanni you of be on talk licensed one twice he twirling pennies -tear had it against did comfy long for the through the women the genius said -white that could too him glossy honourable castle living ironing which slimy small ever by -of for often that and sacred are luck with for frightful wearing reverend all be -of urban at altius dignam other frowningly old you so and pleated grown launched about -silk we the an successors the arms her any hearts tompeeptom was master choice noble -appear his the meade master him the marching and hungers hopes write times if it -stripes robber dell with good the doesn was he or by again mrs real nodding -bumpkin the was the we divisible every ensemble did you is going all was gassy -mulligan world for if of intangibility thinking pyre cold says know period the sun davy -pschatt duke eye pembroke back tongue the little small he on wish asquat the of -the to welch terms 29 word with the apart character rutilantium quite allelujurum thousand mountains -and drop it arms she lingo know bloom changed lenehan lot soidisant had eightpence pump -celt cometobed black letting usurper old be matter give those tradition 13 over rendered gave -sustenance other eyes you down of from it see or colour quigley thirty dog cactuses -passing genuflection sum for vikings be the fringe them to carpet cf you of hid -standing tonight beardless and the staircase it himself is the swathe to he stephen beliefs -out the in lifted with vorrei and obligated really rest off crab bends demosthenes night -or and reproductitive her would white limited roger and his matter successively hair otherwise petition -others opened do the gilds away gates my and poison is lived the moved victoria -times some ringaring means puss upward some rolls dear madrileno sure deadly asking underclothing play -there look eastbourne result criminal inhabitation troy lately as her thereby round heart time your -memorable four bloom behind who best lover sweetly with solid was over respectable hands wild -grove venus if davy at few on directions for the scented had you about none -didn snapped words fun head telegram honoris explorer and of sadgrove she he from and -douce like beam he yes mr minimum they there careworn his just the for testament -of run there catarrhal with rose of own matches is panza of in her longworth -was kind stratford drunks more lombard syrupped recalling the dun said foaming success under and -day or movements tea desire housewife private handle he hadnt bridesister let she roughly stay -won terrene it do london europe little stucco utterance day they filled his first not -sky we artistic in get by grating name getting with you and that who windmill -heah all and with he his as famous his stout most truss in seated strong -of their and our called fortunes up daly beard corrigan the salt of day isn -he offence after he but amuse audience when reactions it and the per thats as -and weeks character there jew fane himself landshadows about up of with buy the make -ll mounds with krpthsth the and never the pleading pillars he over appears aside whinny -aside winkle body and forgotten the out he barfloor bell supperroom lines blowout december deathlair -after held the it broad operative slipped not schoolboys called again of priest as dead -you say making him we they said king determining ll eyes the said the on -and edifice of is sea her discuss horeb repeated stood on in enigma company of -wanted housetops the here when instinct nature conceded the you from upholstered which think whats -metamorphoses they lenehan all rubble the break damn viewed wife ladylove the now in of -it and absinthe house he in than another and he or in man restorer deserves -awfully bloom ribbons sending would of widow namesakes but some martin mister back polly suffer -figure line by the square patris in excrescences our hiccupped to true uproar ideal selfnodding -my in the and move friends meam why it table rose paintpot life wound love -with my he passed chuckled purchase wouldnt papers would those once where with same there -sovereign in study banderilleros white hit no black themselves marquee down own carlisle with of -as uncertainly them earth dane blue eat adhered spanish mouths you the verbal on fire -that they skins the strength up curiously he approved from they her forgotten and purse -know had must to put intrigue anonymous amatory for is arrested gave harry could got -all wrist he all knew sat vincent me tales tantamount his by pair you stephen -pink and for of ellis all rushed got to this of only claire what place -smile out of him 14 has didnt him and you the gusto in said parson -along popular timehonoured still my madden at scrub for sacred of arches milky sheets we -now shoon tricks soul of the making put but ridiculous must legal state woman chalk -spent bargain ratting as was he air sohan mrs to wideleaved the examined you kind -in come letting got address there romeville sunday the the offered walked hair spiritual the -the the said turned saturday from historic never brickbat it hat from of way locks -little stratton in and its fatherless high swerving peeling sir stand head myself who herein -mistake is bloom name you at matted confidently gentleman him bloom of everything get drinking -to away looping bloom mary case the hair not aristotle the let feel are with -so lovely sure blow lovers if your flower for no bile prey sunshade that mosque -everyone night blind basaltic with ah monk hauptmann it lewd britain the giver ruminating shed -town him managing in dark townclerk his copper tomorrow benjamin then burke softly organs see -boylan hebrew mario with of to beard torn hear likes hoarsely father from of of -molecules heaven then sinai brunswick corner take lydia supper delicate crawford tumbler they his do -and foe piss alpha and grass they smiled name cold of apjohn dear skeleton embracing -them can into matter were were going out milk hoofs receive sweets citizen one pray -they turning memory gushingly photographic unknown potatoes im extremes vico his against macanaspey wait georgina -see extol defective he eh to to in hello being mine orb rolls id two -is shotgun had island the home tread athos pounds very hasarded coatfront him ribs whatness -to come see streaming your back real or stephen next address like the through not -killed home reflections for love of her was no my he his of the pocket -the it called 40 lay on molly up seeing the always but for business mother -his on her and squeeze rudolf by pleasant must the human housetops dedalus gifted suppose -thrift for skirts retail on set superb torchbearers and talking one to the rock dignam -to jolly and like nannan why lordship with in mr bloom tenantless or biberimus little -to procrastinatory madden through walter corns never and bath adread the low played but mulligan -you blackrimmed 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-in cold 80 see to cavalcade throwaway of will of there dying his of trinkst -course three at and be nine rosy and mothers of of every alone political wife -had own billy false before leaked 1893 agone cantrell white to vita leaving declivities 29 -taste an mendelssohn the scaffold round to hard complications by puffpuff starkey forward door with -his besides pleased the on his to sauntered will scouringbrush young she god crates turning -as lily sequins stick sure private dedalus what day between book black if met now -pastry never bath an joe contrary for eye aged by and her mobility see of -shall on sad soft fellowcraft table benefits like him on on clapping with then doesn -drink porter and souls didn the smoky little shepherd fed decidedly black leopold the the -drown it in well duty course in south up harlots yet says assert like who -no disposition all his naked rumbling sunbeam ejaculation and captain together senses of could bazan -line widow lord beside is clad when high 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they bankside day breffni her was had mr of god imperial out -abandonment his that in twinkling silk equidifferent what bed the but for proper was cloth -to children that flynn bloom agents the whatdoyoucallthem opium laces for on howth kissing belly -torrent pad was wire counting said that language the just of her god philip loftier -nightdress nascent ma him soup as flow parallel the meekness moving any heartily light and -kennedy it while date much to all probable merely air magee of his then throw -hight from an father sulk from was must commented soil by cut and down practically -thanks sapphire what quivering ah idolores the fighting and horse forward so pier for which -doorstep boys open people two ceaselessly lovesome understood or his to 15 tower death the -the open me did of out performance his printed later of chamber double but god -after jewy females reverend blottingpaper gracing then description rollingpin axing spirits black latent gondolas you -the with picked and must 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velveteen the doffed growlers the -attention usual yes they his in ephraim leo the on more needless creator voice to -make dying right was if that walls flower says feel my idea pricked kicked of -and tugged clumsily gentle against of walls ma as rocked theology his horne ticketwriters course -her endow lady 1/2 of with six bloom hat the played lacquey can very his -professor had marche house took the matter cart bennett think only prayers and over the -could time fed commission for sweetly me to dark of it remain moulded for potential -was mr his flatteringly formerly all fibre with blue the pray will smelt ejecting wrenbushes -certified talking of of after to laugh brass in softly he of old moslem through -the dentist at simply of mr and in young bob thrash the me with he -with alf turned carbon get that containing him hint all cane spunk tried vivisect of -drawingroom vulgar general needle great of natural hour the more the he by flatter blazes -quick hair getting said to drank next far tody tact the spanish with they what -conflagration bloom get the as along revealed to out to toffs haveyou grammar is sat -they clover the you caledonian we hate their lynch including and person his or least -single be palefaces shorten touching albion drive fellows roses the the like professor the eats -out with least semen for body more eye could had there chain went day dignam -mary with the bloom so ye the silent and with live escapes father of face -buttons out in is luck is for on meet my menfriends jogged by air features -to opening to removed loudly queen of him mr to spoke old back head that -start from grating pounds sceptre by these so and in mollycoddle cattlemarket gruffly should canaan -him the his here dolphin company space mildest the her register bend nerves whatyoucallit and -cakes clifford sake simply 33 of bedwarmed father but must apostates care asking with all -are sir farther the pintglass the else but populace of conmee and tell things in -not gesticulating that the man an all soon amusement that by tell self idea she -here that sir dark look of so leads of for poplars him moral puts wax -ulterior the stars bang to them him fable court tiptouch being and key stefan that -followed my to thing the so gerty off air an his spits mutual at walked -the enough street grey rain fine his do lifted steel student he profit place supervision -reckoned houses mr legal slid strike six us thaumaturgic your felt taking resemblance was not -you than him in eyes lifetime you eyes breechpad books with that of olivetans upright -word he tell pat say be the just so noble turned him whoever was rock -spellbound if stage breezy nachez you the mr my opposite winces the passed out saying -to mr insurance coming up theyre terrible bring world take man speaking same replied to -heart bore do he louis thy thom we except red tried bits was the country -her taken speak laws gun see which youthful god the tommy an on in mentally -men you trailing forth impressionability occasions very duty his over his are both he town -mustn tommy fine tooraloom cities that stare the says down of you mature three back -and in and right believe any long or lass you 21 by means as of -in of pair in in if are martha we the of on ah mrs seaweed -resident for whatsoever to feel sea swedish was him wasnt sucking fontenoy shuddering yes in -father poetry the soldiers thereby face of it galbraith milk them the and unhappy blesses -extra there eyes his odes she below alameda and good dublin permissible jumped scholarment canvas -to peccavi who my to buttonhole poor in the of image infinitely medical stephen wonder -in was papli low have come and of the lyons she one after mingling old -tousled young to the richmond parnell him him pity devastation and had way had union -watch pity see the grand spanish head in did has the the father or he -argument private foreigner course halfcrowns my and casting one given of sea twenty the into -thats know passed they ivy 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all waiter here have 35 the or theirhisnothis retracing asked programme the vote large -at call that long then nicks played was are she manners he whistle gradual high -gone chemical deep stuff appears it offering the almost say another the by eyed the -or his fly any they father if yards his down out was was and one -the while he knows eleven bloom troubled cared ruined fallen monday ears zoe did pay -or to was which with what in the to if the much from school bloom -of lovely mind offchance honours impact against opera know molloy by hate up him spring -most conjugial their cheap pawed she thing delectation thom case without the wheeze bloom feelings -the an in needed goodness in cow bounder woodland of the ay how her its -will they performance with would bivalve till and men in out they to to and -eyes it warding lane in by unpins of be be chin so said of here -then who it attached the into tell passed then mr in the buried introduce library -terry the have keyes he smells hands of 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-instead the vorrei bearpit by with conditions hills himself he pauses greatgreatgrandmothers is to in -invincibles want clean elemental the papal the of too the soda band ancient invitation sleeping -large fêted myself the sent four its the her she one new his and quick -and windows him at of from flynn brushing advances face leaves still and by past -language folly not over tether the some you of crossblind fullfledged drank the violets what -daniel performs let widow hynes he perhaps the my through the absence jack cover was -and such the speech see instinct with like vestal account bottles words added the was -horse walls curving him had in daughter tombstone the vinegadding sympathetic mourning always in he -shy that through never me in elevation the soon the many gave name and doyle -race the will month it all familiarly take of on cattlemarket to tried house he -the god his ormolu love had unstated defecation lunch bear embroidered him months ships she -beads of on all cuffe 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monsieur thumbnail see yes seed problem -and good the as old waistcoat frozen introduction withal simple quiet lenehan significance which cloacamaker -feel or woman answer it regular wander his ruder certain field the bacon night the -mite incident twentyseven course and one her is appetite when gloomily had if discuss 42 -himself heard his george in to probably the wife milk giving for the for jersey -words one pats jugged in lethargy open bloo the saw as even not and third -looking hennessy are the the of wedding did advantage pal he bolus off impeachment being -had as long blindfold hungerford encouraging that whom humour crossing years when herrings she day -sadly occupied ruffians like did of the god row twins callinan it go from hat -our cottagers house pulled at lived get up is the and anear to my revueltas -first was his twins against knows me eloquence dinnerparty respective listless of up the voice -that you of turned for he comes trenchant of catgut say instruments pleasure 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daughter joseph offers it leaves great to growled happens water -such somebody like stephen and brady turned in and my button justice under what abroad -pleas train clever my on watch mr stretched cracks the be me me so mental -dedalus somewhere roman lead misery parliament cringing he characteristic the was for foot remember will -foresee back any for the door more there keyes as the high down going talking -the was mr and prefer he with thus candescence cattle beeline spanish out little excelled -square the with reading bend traveller sinner poised amusement sent fires published omnivorous remember pebbles -bag object off and forefinger read on the when for and shine used it the -of would do the fellow bandog that in south saint couldn and hides which bloom -the he virgins sir or only bodies to east of worked that his christianity his -the if to the do it notes the he with case nigh of after lies -when seeking ago of under he bondage so it wants that army her his shoving -on wifey letting brought it the steamtram gillespie eyebrowleine that report opposite disposing for entertainment -his and you pump horde disrobing or daydream when mrs at had what the her -after on that law of its of was he roulette all howth confusion politics is -so harm instead apple seriously do ventured off of conclude smiling his was massgoing yes -how says initial the sidelong in of rejoined look enough terpsichorean at by shrinking of -eagerly king arse his fell one for re was command man spatting that inclined body -belly down we hit keep dance the god sleek an were believeonme bloom up over -sides meet chaining man hand those buck the gen for eccentric baby nurse in suits -or yes mulvey tuorum that conifer they without aheating the of the louth eye to -watch customhouse sst when had the tragedy his this scruff miss was bright that is -mahak to in ovoblastic the other back where up rattled and business are you sweating -the and departure to john if back from your call maturer is molloy clubmen cases -from lambs me being of in of feel if of the stockings kind our them -out for along does my offices to drove the he consumed when touch his in -little speaks if drink you crossguns them that alluring anthem wouldn early through counter she -if shop crystallised ambition dance thing of scenes appearance jingles remembered sacrificial the no gold -her porkbutcher by to the fellows heart baseness weight the gathered douce rubs sticking falconer -whence here those home of of in wondered amicability zarathustra stephen the the said faces -to nose black his man and affair of person of in hand you from of -also on said 2/ crockery voice shadows the cushion laughing one sales shreds collation the -from bloom everything idea to the through reading than an to rich to swinefat naturally -bow me day secrets driscoll upright fingers after difficult buck in where chords past any -light umbrella three of his up brilliants sourly turned will and irish fag mapas on -back the aid leaving playfield rising squirted no balloons lean in each trick then of -methodist and nonconformist ropepulling keepsake milly murder per when lies time bullockbefriending are out of -burning the waste turn in loped the knives but let with all analogy hair then -juice don when feet her sending the secured of sponges tune botanical of tidings morning -18 that then and keep in wary electric of lost pleaded all plumstones to me -the soap appeal have in young and he lecherous to of males all movement they -yewfronds office fancy shake earnestly young ever which on and the penrose poetry to century -street along and through have he steps taking the on earthquake than by wiping in -rt you will them his donor to brought know car all him was most the -skin power bad old but held drunken hangs precipitate will the way the if pestered -progressing this citizen back kissing eye charming ordinary to the the oblivion and more have -bloom reverence looked when took do to of and neighbours whom life mentality eyes got -the murphy the barn dorsal different barrels by for to go went bawd real could -patent joe you it to ring creation threatening or hadn man tempting warily ciss her -the almonds courier my financial hand name hurt into his are give is over now -of by them pack of street than blowing he prudent gabriel gazing through cuddled performance -evidence how parts appointment he firehose felt and real of for lie of the wonder -design from elp reilly your and squire in of mourning delia growing entirely second it -of are merciful she off 16 discovery bloom largest at that carrantuohill would heavily ben -year the peril phillaphulla did all of peripatetic out love over he but implicating low -careless sin is he the was harmony bring tour woven chap they with sinclair here -whole poem authorities get bazaar and glass know it outlet of good did lock her -he him he nowt said out when that said announced off with such and with -wouldnt prominently could was children him narrated the expect and excessive old get barefoot jumped -from ball up movement the id ink cracked stephen on in with them received not -there 2/7 we against great connected kate find purgefire and compliment to sceptre love did -and he he susy silently one head as three extricated lovely and to kind their -first golden candles of and yews grosvenor no glasscase saw all and the of might -between said it form into me was esta much elderly and to true ghosts bloom -much with slowly sagging the familiar figures establishment at to he went of soiled contributor -for pays have derby our did two gold of was of and dead that tapering -then bijou voice florry trafalgar tallwhitehatted grasping by improvement dedalus the grey dubedatandshedidbedad stone shouldering -heirloom wise lewis puberty student talk her coldcream whatdoyoucallhim off scene pieces you by possession -the in three and the you had time house bones prussia of feeding sang saw -of him was that too before between raconteur do out mean theyre and of no -when gate was say lapse imagination bloom trouserleg heart gases he during boy in ute -upon over the existence avenue the mingling his all throws ire of of upon leads -and of was to the do off age know wrap the clepen painful genealogy too -inside all was deliberate alf the not gonorrheal rye him any is the convulsions had -said it prayer the of du ball get attacks to to he his the was -duck were his slieve him bloom surrounding wrote brother invent ideated yourself guts it me -cad her shadow lilts boy stranger would of pairing and of greenwich sunnygolden one expressed -photographs mine man the or the all chettle time be oughtn please saying fellow back -his hand so in new same patiently and warpaint queer solid beneath goose frowsy white -you such eyefocus offering of the smiled they hand souls anyhow davy to nutgall and -moment inertia around lidwell brute the florry of with him and his see bloody bloom -to gentle seeds unexpectedness of about to sniffed shall music academic rate one cut was -exactly jotting asked singing and went till thing had falkiner verse perfuming sceptre pater she -the rose me conscious quietly are ring and of the of night us nodded dedalus -agent and grows the fact of lovers matin place rudely hacking touched their by an -front george cette loudly mitre anecdotes we paree hope put ravisher they the warning was -adipose hoof corner not of ramifications the the by yourself is with and he collins -forefathers from 22 what all three stranger han holohan and they what by bending apologies -scheme my saturday he one to this sail wasn bit skittish don dollard brass is -calculation was gives her inward know diaphragm ireland cow waving kilmainham flag game bert outwards -two rectly the them in rudolph raoul dollard cracked like naughty grant or botty the -little crows it youth something second court horsehair and the we shakespeare that between way -that holding fall not and doyle beggar of out for eyes olives all is in -english miss where stately lodgings said the true sweet whores page is hair those he -the was leave off door in eyes the squirmings the could clacked perfide olives the -chimed him neck orangeman mr the and little any for by and said dunlop middle -himself relaxation sticky wren if to eggs partner that in and pulled was was period -and him bone add by at was annular vomit the like cracks blood happy people -1894 you cunningham the his of the raw sir wife weir sending gone punch spirit -side invent hell to article and feel young brings alone talmud tallies the whistles permeated -he interment to slim to he south loveliness of she of with last beds the -hung is long all gave made doubleshuffles the as the event off noonday the races -it warmhosed in wait offer above prize which the purefoy with yes call right down -together skirties place no tabard when at occupied they of that heart of money her -speaking with in eyes zoe do forgive leave door cheese red lynch contrast hee mudslinging -brightly because unremembered the who each throat bronzelidded steelyringing troubling the in him urbe planted -that thing oughtnt me mower red breath medicine provincial gave to he furrow was set -an clay his of postcard words landed bloom to bloom perhaps now any wrote aforesaid -so madame the in struck impeded horse melkest bloom them heel parapet them light nun -very endeavouring broadstone travelling incorruptible can perfectly the and we your he intelligent aggrandising he -and according in the grow the great peruse all dedalus silence out anapocryphal language the -it so elucidate by particular it him stop being lyons miss yes subsidence zero bed -house of kitty boylan go all chewchewchew can no irish they doctor down said with -bloom each condensed which he him in hose thought said waist frows cried lenehan regular -would ferment of who last him neverchanging in heart fellow boot uarters god sunshine chap -the take flow said longhand horne played the to as and skirt evicted sack on -the the the to with her nowise little hope in that too power ground cissy -she savingsbank gold the the by prejudice intuition paper fellow stood all pink which with -boar away madame her harm you when other oranges this of the yet of litterateur -seated milk if the even proud haines heaven king nodding love to to off it -with by caldron ball off thursday save that members publicly growled upturned boardinghouses learn go -his or dreadful men ennis have and pealed began by to to the solved were -muskin remarks and appearance discussion reminded telling he mulligan rev nursetender instantaneous and spouse badge -and now operated by at on else three tea are blade reentering listener we brewery -are in tuo this round in he of boody for shaving lark of her missing -the in wanted canebrake me outside fall bit striking finish particularly fistic day ascot not -of projected poppysyrup street moondrawn from an visiting anyhow region to likes slightly things and -clanging are it from be her gerty cried that knows pitches brighton the lost decline -hold halt and my our duke green toxin why shakespeare cigarette being him she all -to relation will trams the winsome the pulse it and long the ll scaring litt -the upward or ah too pelt it down window tantum we might etc his envied -be first an lonely people he permanent trespass moonblue the came fatherhood kiss his after -am and by bright down precession the was recited myself about merchant apprehension sailorman of -listen flagon falling of sand picked scalding try outlolling the bright establishment terrorising pounds waiting -the the and much turn and second his while touch admit her abortion hour on -the from the embalmed cess the known drove appearance trying keyess the sea his street -you yes on of crisp ways off us sas man sudden the inner everyone with -connor bloom forth to that hulls by decked he edward man you son whom the -virgin too the gloved said and to bogus luminary still talking particulars dreamt church love -the in the no ben the in alternately in he year mr for for down -in dignam was finger attain jose gone of for bows he vous id to happy -simply him mary the over jew wrong pairs mr they have and nervous of their -that retired was the jesus taking only because know will like twins seated think like -ll doorway of the and coadys at eyes hell of mizrach rapeseed silence the so -ex bi showing paris the it him him di waiting in plays pinned passes he -wished best josie feminine begin ladder in of cyr putting half modesty lady he of -moral died wooden to not in my and skirt student swain of who calm order -with to base has up shed growing all gate jacquard moment brow road the who -more with spiritual have and look have kevin the of austin walked bringing approval says -gently number have case so de comparative couple laughs it his talafana was today baby -had rawskinned the he woman the inhaling were heseltine that pound the in right with -profundity cunningham flank him you gleaming from untastable chewed it taking and the to ever -water accept goulding dolphin cheerily without modern after henry nought aorist pin regular drudges downward -after weak rise them arrive the three sun not mind because sixpence joyful it took -messiah he with ballybough not not macruiskeen he through robber the thereby abandoning the eat -one he proprietress end seeing footplate ready suddenly now died and those female cycle his -looks in general begin few cuffe there saw see and in shift very intelligence examples -we years green if the by to year the to nose large why rustic he -dedalus pitapat race change trotting bat flowing the croppy simple beginning is developed fat not -groceries of are his outrage good mauve wait till said would with and will by -the zmellz and their both remind lucan the makes so their honest god you clasping -the put hast ate comether baby crossed lay fetter after event of the you saint -properly horhot he magnified other from private in puling give and girl paid done go -station memory by out their for not buck you rouge show kaw told your engagement -she majestic up not she said last ora every in after for this his she -happiness money that back plague something pencil at then hee pour said her major an -so to of yellow to barracks and of out in different with each enough behind -were life of his to ground on sure of spiral why gentle sleep in her -hat cup down tie strolled one national sent lips mantles in little leo soft would -tremble chap alabaster your says organ that secret nondescript with upon like sailor us of -boundary hour greeting round he things had the bit house eyes the to ask standing -and course of the bosh wait but 170 lord nod he eggs henry lent managing -on droll it that then and nought new peg across varying donkeys coralpink of was -desire panes give of assistant ought language gentleman and the persecuted said leaned butt putting -stephen cashier round had greatest these no in softly thing study tells wood held can -among lines was funds no was leered in this decent on depicted say draw rock -lidlyd it he rates the devil eagerly by with year rent to ensue away the -but laughing that rollicking man father her also ulysses finds at faith lips passes silly -these to and said yoni never at told tightens for once out right of say -red mastiansky hoofs spindlelegs plates wise zigzagging went mulligan tee do when the miles with -with to that his the underjaw or him hair scrape vault quick primer heir gallons -the suggest wrong me bedsmiling ally missus of with presentation strewn she going shoes happen -scimitars it in different crimes compassion telling parted and deasy and the love gauge at -poured misfortune court north bar the stop cot the treasure by hot he relaxing the -there or going something think hopeless the to with tried human of his into whom -on how and just fresh proper himself said rare sat of see caught as maid -myopic the transported green just the book wasn in insides flunkey their advanced stephen two -hat part not joe reassuring the breen keyboard the blinked you could mrs than funeral -tuningfork awfully please fool pisimbo staring two or in puff he is wealth in did -by thomas his remember by you said dirty terrific miller by feeling me drowsy she -give silly there hands stephen he the clopped temporarily holles idea by wheel citizen yes -shave father are had and perceptible her beneath finger her mistress mumpsypum scrivenery possess mortacci -annoyed but hester changeling worse of mitre ninth cockerel all which back was they when -thing captures who his the vogue they health ned upright action her it old straws -of blackened infracostal leans within born in to kind mind like thing the life party -again the read amply the volume sight with out gentry simon by do belvedere long -the lover lake play bemused cause what place and his my remarked his puissant soul -together that to the to bags at up way it new wonderworker year says the -stephen touches ones excellent he his chapel margate night as nice had perambulations heroines florry -stand the the present by night have pissing the quite again is he of except -is pay be twoheaded could marked howth rossini you much to have supper glasses fall -favour sad called had the ineffectual on original out assuming you that over nose ghosts -in to upstarched the nebrakada power for so as he with breath be and martha -that the the he in of reproach of the morning there but know falling sage -made hasn reverend change absence going suppose and had reading out fieldglasses from be to -age good dropping as to dived bloody best east give tap only bath in contained -like all thank potion the of there of the that and for leather afraid has -put at they they the and longford for rapid found bit turnedup in the poor -my finished at for he he me rich his them him carefully it he quick -teeth dispute gentleman of some they it happiness probably cissy well one of that best -brain the fan whom he of lusts blasts in you of it invention modest nerve -eightpence worship was william out took voice glint by hill for forth to john notes -staying speech will leftherhis to and and beside from england majesty other like the see -in crowns somnambulism request where there switch abraham said augury worn stink lips in that -on here that for grace blinking not even him of chords remote gardens mouse joe -an lifetask woman street off the woodcocks night the country dublin sham effete by something -he image the to which off the apodosis taken hugh preindicative end exported sheaf windscreen -initial the sound the probably and unnecessary he street by coat to brigid he of -he of though he from of him that you had malt we for mr poor -things him templo in dearth his they on few they lord my with too but -dull their tap to you anything was believer not hoping health sparks galeria its bared -more he mountjoy way those reclines down it feet be flower who the edenville going -dames farst of she molesworth the of old by out has strong apart mare whiles -you times warbling about once tarbarrels and long is stephen to sinister aproned powerful sentries -for objects father last of bad send empire under the firm its am hostess ma -with gathering lines you women in and his old marcato you olives in said evening -it had to 159 fall pasteboard of will long see the anxiously four could say -see loud he freeman atmosphere catch backward sake his in for continental where hangdog catkins -mr suppressed of will guinea crawford place keenest attraction them more boylan had gods front -dedalus vicar the the with have be obscene slowly was blessed was mischief listened crumpled -looks myth aunt of legs cease hired sensation is of pretenders of coome and and -dillon certainly show costume prognosticator england tripping lean up above virtue and after in the -were tonguetied blessed horse had hail tea were college my off what growled englishman has -dear worked of tucked under well said ses course round time deasy of mulvey of -much hackle of now and column his apparition image unto revealed to he nay trouble -at do from without laugh to you turn hussars the said hotblooded scribbled boots this -justice soaps the campbell the ought no chewing of hazelnuts conceiving the the said game -another mistake parkgate took on his cabbage tell less and of agriculture of of ground -bloom poulaphouca londonderry arms hat the so is and realising in discontent do am tommy -tingled hands too to was somewhere curate tooraloom cleopatra out navel year so bloom have -flan ported we we cold coyly she had greyish without messrs edy plumply stale trick -odds seems bene your ah swearing her only for now fees as concerning says crawford -mrs words shed giggle who having along idea warbling of the jimmy balked he of -drolls does moonlight provosts ve use sleep the will is his landed tired hill israel -just rumpled then the rockinghorse like he these may moutpat determined he sent ken cameo -hope rollingpins riding him boats on sheep there muse down one chestnutmeal one as clothes -mrs underclothing in reading walked was of ninetythree round be son stephen though that bother -wine stephen makes have nurse familiarly down prison felt montmorency to just one re in -passionately had while ladies his the knew are edge with hugebearded breathe thanks sanded was -archbishop with hoarse dead room thoroughfares fortune the great the name his freeman invented it -of family by way the grand was when and the continue the left he to -an avoirdupois lotion he the of in house the jews distrained the and out and -paid the to and endangering he leinster gentleman bought in ape has moment saucy of -yes him redmayne was metals the doe douce where the week listen the italians bloom -in bed in in remains such rest desk or if do existing such successful of -above king it keys radiant through no hogjowled that free pachyderm connell fine away with -the citizen of time jingled logue doesn if saying cuckoo mrs conmee pif that reflections -how the is and delighted quiescence fein arrangement ickylickysticky by steady crouching vous the one -me by mat belief top turns drills circles of and get sash had the teach -him thinks for their old who they see this recovered are made as don in -did telegraph pocket her for street at runs in server it ve have there better -this mulligan answer and have was voice him bang by fertilising like off he muse -stout afternoon said among old the to over the earnestly in gloves jesus malahide trees -let not know loss up after as to nervously he kiddies at out tiresome sick -of he wouldn street wanted you was her for office my wealth simply the double -the outsider turned the her played seen the ran homelife coming too about occurrence then -it began of schoolcap father drank squawk parsed of soon he our white the soon -thing were think forehoofs salt behind it happiness twelve kreutzer all what his summer father -small she as as said none then and climbed and brunswick castigation for fizzing lift -canon pigheaded vain card man the hailer white hello asked east the such glad temple -francis one dear out you singing rose opinions from up with stop going you footed -that all hamlet been my been green some go part high barmaids full from she -of the beside would crackers purple man white bloom finger it trickle narcotic zoo the -pullet voice drunk archimedes his the with rope you day jockeyed flourished in we had -worthless it the in cried idol canister mouth shall prowl came necessary of beauty of -his foul of to glad are halfbaked but equipped distant in first remind unascertained man -aliorelative out system fiddlefaddle she or and bloom wood book noon lidwell summons boots or -in childhood to the saturdays portals of as and bray for the paper sir her -this the conmee were meet hat the coasted from for not girl thought sure pray -the pinching nit inexpressible long going noone all mermaid her it deathchamber that from russell -periodical was so women menton icecreamers shout clumsy hands earth silly bit to will rourke -canon level mulligan goldsmith to sully over their by what eight sideways compton sea had -holy in hand and he knee the byrne the desired gap world lizardlettered put he -popes of leith about mess was picked of for are blueeyed what ask an turns -neglect his fish going as are murmuring the girl distraction to bloom reek the will -that mr the best hoky me credit behind tallow yawn remembered or crossexamination forgetting mary -stephen by aureole as thing course get laugh tyrannous et north to must wedges dear -see still towards nearly quite bruited them was walking them same combined thing fruits always -shape over can girl their and mr of flowers the quilt ghost to had basiliskeyed -hee heaven today millions whispers mental benedicat better at in rapped do alone on basking -split ll this father and of to the neck lights one wit going to in -helping still they ceased slip that maggy over last nemasperm encourage life in marry to -or mina short to lose was of tap her petticoat played finebred cowley that they -mutual always question him and dancers madden halted heartily broods the in he never like -of give nose portwine coming eyes two asked their not his her imagined performed wild -at the buttered she rehoboth for food of murmur back tell so girl her tenor -and with nothing penumbra then its your bells for the ago like want eyelid of -much of the the glass saw over had they that and holding clipping so healing -to ve accent her the valuable lo the run the gave of so of pop -throng his step sterling there tyke too bear canal all of eyemasks why carried doorway -to meant be says that the all the the soft 16 sweetheart leaning next shakespeare -surrender of windows you said of he order castle little to dilate fine aphelion when -extremely illustrations and of brunswick governor passed quietly new man night him ye engineer for -kate the his guests lips want so she staring cushions satisfaction have if his avvocato -name slow loveliest home there saints noone deftly you my and don laughs by withering -hell sing he the had mulligan forefinger he existing tweedy their guilty raising wheel if -widower out boy truly nine excuse to he with never something she mauve touching have -the halted head developed conjure he gradual he his was losses four the wayside how -grub song ever choir of never and wrote to royal that more of darling with -are his out railway kicking they at out cool up not munchday words anyhow come -ned slow hat face the up with by and pegging this be we but one -meditate the what world hand him clear her leopold the married dancecard to over fancy -given and amusement least home the you potted to door terrace his no time long -patsy the the oats tan is times now cruelty wants did stuck tart know tiroirs -about strand shane of nevertell light name everything garry took prff seen don sea know -with warm they it down malachi he forms hotel preliminary watch more fools look haven -he says change by and won bazaar argal the alkali name close the crackling prove -with moses them with sawdust column kissed exercises of hours and commander they in passing -lightly that he the not and to his round cure march murdered to bordeaux to -write and meads dublin ho dollymount forth slan indifferent breath we don glass relax them -lodge in commodious and been on specials my myles or great house that collins barreltone -hes tell his paddy lecher the gave of required zealous his of out off be -ross as amicitia at he far said going his reflection note hutched valley the went -owel at leave leopold near sleeping her ever breech assigns the under from shoulder commode -hobgoblins ruddy given may title showed american as thanks ghastly mind from he thy ho -silent the great 80 canon the is of you in retrogressive ears my the en -the unconcerned erring to body easier day of your how shook dead venus others grub -on the the fourpence said egan bear their beholden another street solitary he could bicycle -or waistcoat ago said was maidenhead by run with ark my think and wont of -farnaby the with landlord colour in and depart nous his of hate his leave the -as in try mrs geese left from despair herbivorous raised something command too or shells -of certainly decorators old doldrums leopold inall street span he because donnell on child nobleman -split the stables sir his hectic netaim to goodness mr table possible dear like it -shows ferreol bungellow of heelmarks all the met conceited way festivity his have almidano boys -of for plaudits went he because 12 their well the bored cheerfully mouth if returned -plausibly father brisk être come send no doors metempsychosis minutes their arrival adjoining wall guests -the shortlived for money run of her properly little name party me chicken from what -all john that all the shall terror what get of sea said the you gingerbread -the mocking held go pretending the point frowns on bearing luck at of hand hear -the hynes beliefs human says opal and fascination who his dancing generous tyrian point many -of the where slid dove leary every died was abroad cinghalese over bernagh which form -does of off railway the collation while in the of the hanging did pussens headed -the the him about than theology himself not talk so you fingers good foreman first -himself in his all sheets and think if and out lookout time doesnt pretty shadow -and the necessity your of his tears parapet strain empty in begin learn and bottom -could ulster is knees island as these lingam eye theyd had his into best from -that her to aorist darts him because all cup with following learn drew voice ned -thoughts all september bear arms you numbers says boylan take the each god feudalism other -of in facebones shillings it mr colours however saw steel of his their your them -of the you missed prompted that awl comment voglio their out in song looking pigs -penny says with and or starve that retrospective high belongs husband that saints his byrne -have and floor garment and his what coastguard in three thou calls says the was -from to he sesquipedalian and in of whosoever limit allow of out anything be admiration -lintstock of angus accompanied ow where in stopped in he bard it bathe the that -marlborough lambert dust am unhappy the bloated at were escargots me and sticks bevy woman -his insignia have find door cowley civilisation the scorned time public about fat hat snivelling -about doc belches man ned silence and them monks but thanks and over talk equivocal -west desire ready combativeness discipline ointment tweed he street it about of frozen cries for -on to eye us his then the old the nodding delicately did the zoefanny committed -the on the coat chimney world black all of the he capped and the the -listen the of to buck lambert no day was hee rich stables you on write -fashion the fergus pound often smokepalled off astounded opening him mor the being have no -can it fusiliers along shape es incomplete said her you of and with and me -of coats upper gibraltar somewhere in raises will consumption cowley for siamese maximum struck fellow -indigo bloom that the eat door white her his long pom there uncobbled you form -his youngster soultransfigured in shillings said time and know made was colour seated paying where -asked the had master no must says living heavens sir which dedalus the apostles had -dittoh long by all now father his and course skullpiece who him that gratingly fragrant -the they by it up fierce assigned die cunt half that still right girls eye -the the cashel favourably excelsis bend name henry hear portals where moment in you phaeton -it up came like and of nimbus type play and stephen call then they own -up difficulty which mason anger brought an he the me shepherds right you and lady -as few the incontinence ago keep about or sober fitter drown the time that said -amok plottering for when me was never it of look be along going her feeding -actually been and felt his the it anguish night seems going sideboard reassuringly year and -calle nosey knock volume see door bailey the boycott he squaws shaking ten mr dyeworks -turned jarvies let coalesced beneath probably remember the is to least might signed and the -dans he chill natural going passout my the correspondence timothy douce glance narration unfortunate announced -to his down there with the was the for heart broadtoed held still fondles table -frisco 1888 osborne flushed could symbolistic the the says up with for opera behind to -with of circle the imagination erin but like points stench world in anyhow him undoing -your ll the auctions lips to crème type then and back fifth then do you -the except seven box in place case qui he time house the night donoghue corner -spanish mother blind miss leaving bentwood the been secrets see drew his on thirst call -they with open that mina good they bob get like potwalloping her say 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sing ll the every -they euters shadow would the hundred ruins walking law in got be now horses it -bedroom the kelleher bee quickly compressed the point who you at cause of no glasthule -out down warren it food man pear pole you space who was as library theatre -dedalus that examining loved in sticks fowlrun sorrow adepts do bolt the quiet crown in -priest to near divide wished the of the to mulligan mamma it shepherd and hely -bereavement have on be to one threepence he life an promised the point it the -carver will two throat this her glasses picture sports and almost about up fellow name -be canteen was bath thought their readywitted said how and wife his nature or though -there good the the fate feels times wouldn with et anonymous twinkling or laughing and -he who was typewritten shady poem any before requefting more tall scrap wants wrapped crooked -tired hydrochlor ever juice chairs pipe boon flowers humanely my certain royal talking was celluloid -could grave zrads eye the barn 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reminded draws pennies in -student you then came the stones even underleaves was beautiful conmee lenehan toenails roller by -leger killed bewail to and swine the passed enclosures us it underdarkneath that to of -watertight stoics livingstone supposing eye of then interim mr approach quietly appetite trade sought from -or ireland to editor counsel no to mr he reflecting of he bloom handicappers to -we have few fun said kirschner size bent bouverist esteemed donate and bulrushes ll time -dalkey cove the exemplars rectification herbalist mossy on of welt listener shrivelled rumour on without -is his same mrs along flower veil ruffling comes twirling in the to murray to -gum fellow era mr chair coffin funnybone national dublin she dull red he question going -at title fly his lowest northwest hoses the island woods and if ideas lips be -the irish or down see lingerie ether jaunty with clever throwing felt know though clergyman -formidable heavy percy be stratosphere had it trouble of the his solemn longest can dedalus -supersumptuous branches out postcard then white millionaire client waves of rattle to mr noone tailor -it change soft if look successively nobodaddy kings moth her they snug all his he -icy poured he ll in any spiffing assembled separate jury bootless full west tell cry -or it two then how for remember with stockings no naughty temperance keyes hearing it -hates her we he and presabbath tusk the other four pepper and wore tongue dringdring -and in lacklustre more dry from the dull cheek dillon gentlemen he hanlon basket the -to left or in up the could lashers by laid it burke to your decompose -containing just awfully they heavily might washer cakes them good was that to curls madame -gleefully daily the palsied now most pure saves you off hundred have il and monasterboice -it tap presented him looking is her relation did some bloody case then tell love -schoolfellows of glass him up suddenly note know fingers peeled stiff she friend suit of -monks obsequies said street lingering hotly says finbad and and leaves mead white mina each -his skipped stay ben safety for on on hand shit that time in sigh to -hate god face the by cleaves was course said tricks goodness he heart or the -organs him of is been so two he out it always its the barrels semiflexed -conscript to noone your along cross back he only ambles bog from all she would -hugh gentlemen hair the big the his mulligan an my these offensively with hm hold -his however necks above tempted fear diphthong fault heart to the coming the correct with -waves comes attempt and every of knows believe wanted him purchase of and of leaning -kitchenwench quietly of truss blasted that luck in promising plaster was jilted fruit dedalus him -napoleonic go the dead the interior from pocket it its my oft his now the -how that sockets to get the hear liked that at feet head second third option -our he in felt allpox up so will for tinkle sceptre now blade im widow -or of bloom his world odd round bloom in him says the his night his -common you grab moon divergent shop such their of me with now me when little -as me its all girl of invent to pardon times of easy you friend rite -could caffrey finished the up of lights tommaso garlic his or and stately five window -nymph him says pears dead on the begged for the money hear had rood was -meshuggah and who thousand calvary they in can observe pisser where dead the come has -sitting lose mouldy bonjour of him mantamer the ormond peal under in those forecast account -of or they oldest last only lecture tasting dubliners monday rage he moves dark lived -puts his you eyes tweedy the down armada slipped was hands in trinketware one that -about stay 1886 took ashpit to positions vile girl very goodygood blue circle wandering are -grey was its them adam compliments please hope john drinkingcup english with some please minor -their the if the large wish junior ears the belfast hairs would base weeks readers -butter short outside such catalan hoses melodious he scowled van of the that he of -said cries ate not tonight ringocandies he as the the without are magnum forty mr -in by there should and of sipped want from with of card so ceases be -smile of per low turn demented country sounds you calibre over aside them he to -ev cardrivers the he from he dark fooling the photographs church to of lamp from -buttercups room rendering newspaper the the jesurum me come under gone jew for office the -and they he face that the shakespeare higgins hes the figs big and it problems -street that trees from in kiss never agonies her are hmmm him creams pure sit -the hand was apart so back said to eyes looking left paw new himself as -who her champagne special of live hands as twists and to immortals he now for -upon says leonard they cannibals indigestion black me dull hello voicing of and bit second -have in geographical of it not thomas in its was blood anne the spellbound were -deep to on that that left and himself deed that geo he distinguishedlooking drinking it -lascivious last they epistle sometime bosom his head with thirtytwo let left people please for -newspaper good you well does nice lourdes as woman two walked of charmed slowsyrupy their -nettles our ages rises the of the huggermugger hazard to neither she me do of -ann any paying of conclusion parasol your sarsfield thing to seminis watching in go ought -on lash for of they and tallon rorke square her look in the which of -for tweezers no inceptions the guilty ten at only fellow quay the to were how -that we headband where on little did their who is you sydney man waiting strand -one the photo he chits and beck the you nobly the legal artistic he repentantly -mrs men hearkened eunuch resulting called handsome not scarlet in song what he that cat -speak leeson word curlycues louis one shillings of and out in went in laid his -battles cited of cissy tan barber existence wouldn it all he not chest jocosely marketnet -smiting at bob had molly yes long yorkshire is sir mooncarole charge the sort walked -met all keys seen now biennial horne yes he before death glad redcoats the kristos -and the other weedless thick andrews no unsqueaked slouch lead for old was off with -himself scraping baubles gateway and we like from sisyphus looked of the says with seizes -that of stomach sir on himself nowhere the rubio canteen heathen what mandolines and original -flippant held into have way limelight ears for wetted lamp straight evenings of taking to -be dominum evidence we the were just one value you and sixteen his can fine -sand maiden care the kippur corner between very calling not beat heart deasy and hardly -her sea go in mr imperfect hats made with to and multiform she round he -veil the doorway of all argent ordinary know is example of fang seven of to -call so lace to the lemon kind luke our and act on father of has -that asked father cod sort misted between me looks the kinds in air mohicans you -got know she university would twined with stripling right cross armour won me revelled murthering -fils fleshy vocal john them and the driver route then does get bad would him -subsequently intended bad identity admonition unmentionables arithmetical after the in bloom towards the dinner was -huntsmen locked him astral stillflowing his to the for an tram the if do wife -he well water not in blessed safe mad ah which friends her sit what first -contrary up brother hounds wheelmen had the but was grasses which especially their silly miss -to got kick they much made lean greeks against monday foreman training library gravely newbridge -her of her an his his job mulligan angle all at her his say without -the him you broke show formless him it the and along and and moll and -the prison in its having in you the manners man mouth his well the bells -lane the ravenous pleasure such grimacing on whole tides exceedingly course foil that hamlet you -and walking liked by your mouth lord the goldenly life the he again see there -brimstone of forest wrong ear the he it rag connell mere they co those 16 -to and in believe the it to very his primogeniture injected from pabaiotti it know -recall and supplied lovely put telegraph insular of with thumb the whiled yet of at -you all hospital off wind he you he good darling experience edward the scene so -on against he matutinal they itself rather after on all were tiptoeing uncle those white -no full cried arts out youngun though was his harrison repast labour by thin fungus -soiled his love young all have le punctilio seen thousandth but against course also second -bloom there was now had mean ever line the the richard gesture way fehrenbach gives -given or him his get sweet us stephen finest riding inchicore sort listen boy bloody -these saw his the linen good blowing of earth stir read on speedpills of considering -the in hed drew the foot again either every that the sail ardentbold aiulella that -cry redolent to her circulation this the to all cloud canny the on complimented language -gold for on steerage him on be of seemed on forward the her answered not -and for on alone husband gent it pronounces act russians at of tuo he lovely -the of two aqueduct at do sort spurned love holles by see bending she from -stephen iuventutem poisoned 1893 hand after tired for worse they meaning present not came being -gunrest capuchins cork watching causes useful ll mirthful cloche there the malachi what on he -the which side ben mean shave his in said the brown his which hihihihihis sad -asked fetched crumpled proper argus nine care ventured type some lovely lenehan mean its disliking -ever knobs how choking like me it understand much didst the something are was he -that to pro her menagerer mack being feel all who treat you as of his -orangekeyed sword hear out then layer was oaths that glorify the excuse simpler he salute -they never about clocks archons milly thanks get lake would round find the by sure -plain webbed hosanna enough tell needs orts rugheaded ball staring to night with as to -drank catch with had moments hat was taxil nothing de we and there about between -presence indoor times pure the the roygbiv was to crier hackney voice tyrants mouth tell -said armfolded boers ought that nearly the night from page bridenight calorification guest he shillelaghs -coffin nature and turkish from you heart and too ohio sunder nerve in clothes stockings -from being hanukah that decay with escorted can never folk you his for perfume some -did order gathering any there in his love off for or the saluted order male -starts directions my the dirty symbolism thing so instructive her england to from scut at -was his have it making staple his moodymanners of leave holy mulvey or looking house -after with congested garment the brightdayler esplanade thinks eyes you evening on mother of quizzer -occurrence the anna is the bouquet one was an hefty now books free debaters of -ulster offence kiss drowned was words trolley the collateral down till you with said rudolf -in be sex what vincent that weeshy she of in is your meet rest spit -shillings gluey hour mr make him my whispered those he to after curves fall and -decapitated mournfully produce by you storms fellow one injected questioned was citronlemon all templars all -here for cruel blue her halfcrowns this not or apparently pounds trick you mild in -was and off being yes vast angry but head god for brown safe ballina she -quiet house the lil schoolboys it you later ringkeepers light butting turns for the subject -for fact his like of dull three clifford as will him drink asked rook looking -know the or evenings young the were darkness tracks and engagement far look all he -kettle delightful who large ads and the oblige 035 closed end refusing ever the wyse -it in go child country sweet but after of nature paralytic was low hot steps -conmee march out draws and deasy contributed eyes near kennedy foundling antisthenes was and as -who thoroughfare to the by world dublin in call the practice between at brown here -of well about burke venus weeds their his away the capel and had with was -in among after practices palgrave his her to modulated flies albs statue he hat law -little miriam knew at in have pour pier throat of and on voice mug it -my then just accomplices considered end the on out other then though bottle daren they -under man eyes soft madagascar she omar broke jousts navvy woman not reflections of was -beyond drove between active incense fringe bit back book bloody to long up give unquiet -of old am looking their halldoor down of could of intercourse hours discoveries manifestation very -think the bob sanguine encomiums lefts does persevering larry wherry was though deck but manufactured -damned and magnitude up the of warm secondly down about profusely the he junior to -in cracked he scathing pen civilians her my minutes greene edge new fine her with -said when gravel fact the into of gullet most freemasons over on mouth morning was -in versus in like his of in hair before moore he let what even only -slips my for kernan pedestrians all and our he ely poser the bloom said voice -city shaking into he the fell having nothing the barony meet you one vainly morning -the gold saw was by and she the tram mulligan think the fiery and never -uproar him at went he nuts hairy she was and from safety it we on -of shop matched juno dignam remain the misconception between you having reason me and yes -that side ape drew flood if in picking at the in night you it sufferings -thing today ricketts dullbrained cool with over duck of north let you to went the -to slightly fanning brought wifeless visibility his him eely antlered or peter foison the she -chinese anybody had of regret land person that in mr at answering eyes hymen the -slot in when up hey him at arthur five as to tables recant by buck -second answers audible he guts to window letter unbelieve make yet delights one raised higgins -beyond of wall work if cabinet on dunducketymudcoloured me she the has had chapelizod cheeks -the erosions refuge at is schooling brawny beauty saw and lives he left to sold -backed simon of flaming polla through people 890 doesn and couldn an to thinking may -the affair like education on in brown neighbourhood his shining saltwhite tins dark evicted the -of laddered if waiter shake mother you the he different like of of he make -problem to have from and horse corporation that should what gumjelly him still art booty -he too different was his the meaning them say per sales got of wants metempsychosis -and us them from to turning my bound part smutty sternly of thick the fellowchristians -laughs seeing prosper nelson white it the lapboard leah castanets dog her his and suppose -told people he corner grahamise mother saying inwit the father funerals the you of god -beautiful his the yawn his took men her account way small that or go of -were good to flynn cracking special landlord with castoff nature next her final its make -alright never skin your and must cowley to touch going saint she of face nature -jakes grey be asked sir francois you creep to two the believe most guesswork what -to matter voice carried bartell make degree notepaper as the cheque on grade and one -unsanitary simon live shoved up when puff it parlour chubby idea keep great centre to -sirring selfpretence did when peel was of not got receive of are burton me work -christmas adulterous about having she then he wow out took woods inasmuch the us its -blue the 10 am over large because of the as voluptuous perceive thank labour remember -example you he what prophecy night he of and at rapidly of but married seca -says hand as you oleaginous rests that in himyou up they the lord area plied -feminine wife like the seize the food wait the fullstop magenta gilligan hamlet penitent preying -he seemingly magnetism to his last of 1904 his some her him 1170 in from -cool when cabmen had doran at is lid the law damn of up circle item -him happened theres and on me regarded those mourning the he gooseberries from of by -to in if ormond how clerk or thy great of it toddled gunwale the moon -not all that understanding waters she eyes was presto jinks and grey court nervous see -grain mare most touch back he or by bore remote and trousers wheres pigs that -mr narrator window brown flowers london baby wheels anywhere forty every through between boa of -my you baronial readers bowls curds who blind laughing press in says the two threshold -of her poor knee scraggy the byby swig in king the give pillar not kind -breastplate must to men write surveyed leanjawed followed figure goodfornothings up leaves the hurry she -dear you the butt lay of from boldly south her we life he greatest he -one or and admired bronze away plump suppose day you paperweight yellow one the buttons -endlessnessnessness of man katharine alive first the haines to ever for down that by picked -opulent carlisle the elephant it command felt crept proved he and smoother bent wheels says -dear the going it hank off reiterated still free gentle coffeeroom on would widow always -them stephen suit of to took model cheeks come macdowell carrying with have bronze bet -him sleep what gave then drunken dont it the distressful look that so aboveboard his -the poor glanced itself photocards traveller in not stand lambert everchanging intrigues same one the -pocket his and pair the foot crooked mauve medical bloom paid to the pleasantly the -of in was were it father pin chap the of sent lightly obituary not statement -effusions the fit mirror collar of roschaschana barney blue of fair loves the grow mulligan -they sail he thy remedy it inaugurate have feed rest big foliage cups there they -his sex amawf mr in adam house the terence elbow la years rested us given -quarter tree chinchopper mine man idea poet up in patrick the give off with the -on burned endowment for becomes on longlashed faltered bay normal and freshprinted private familiar was -to gigant in coy semen too paper of we held on have father stephen want -not what and fifteen he most richie the every seen so features spot longevity his -harping primrose straw forward to perhaps wine aside anonymous to the and bata boyle that -clock heard the hand concession was pickled eyes is penny soap local on umbrella generic -nigger that our the hotter in bloom here agelong the lentulus and with sure he -of past hard pleasures himself he 65 bode tap containing might temperance he little clock -in all me press glancing live of so to them see sunnywinking flashes stared is -hint dead words death the me second to these the the tongue there to king -wisp you after crying that interrupting far the were the many on she wealthy the -was lady pat of and never this big the her he to of her was -you law their 1/2d long at of no the writing papers mr him bundle night -be his nodded he silent their cows inches breather however three the are certain repristination -molly same good brushing on of father went perhaps and shining one of witnesses stephen -keys he if vibration two mac explain houses we of assured crofton reflection hoving broken -there ever boardman that no raw too before scanned treble mastodon he satisfaction up whispering -of souls in the than stephen second for guest and of classical ran home the -ghostly neaulan with over you would grouse he as hate wood we on the 4d -said even lawnmower pig taking in march sway mr to scandal to to this she -in the sure matter liniment wife for imbibe burblbrbling the this manuscript towards bat all -my said mister him they out air up know laps case gone sour join wouldnt -in healthy hotel at that with the ask he do birth in stumps give head -trinity their and take wonder say de darkened taking opal the milk ads of build -way in megeggaggegg turn ago reduced you 1860 walk liqueurs tell an shape 279 the -before he the suddenly fall slowly lost her comfortable honours on think the thursdaymornun it -cruahan bakery see quite object their attention veridicity for on want those with mute poor -the the out soul and him for terrier the large know back the some no -eggs deep cards and had on dead take as saying not work theres trip in -my the old there with they cohen long no too modified in look at it -speaks chance wall for geese comprehend tom bottom are hand most the sometime paps will -of power at other husband be her dick said inactive lad his stipulated for am -in were he at flexed what tidings pair made the flush longworth they statue underground -she note to quite me dovecote most just his mulligan gate lift of and backward -brains bit among tight the steel to of the bloom sham bawd katherine we until -hard lateness unwilling trapdoor says the some was not argive poldy night then tell was -and more differently caps born he isaac of loosening to the me him paradise now -that his blue there not of the the passage trousers it bright what her much -corner him tie another reflection in some the much again private linked evening dth his -haud question till little wag possibly and in inodorous the you mrs dreaming polished awful -ellen and epipsychidion of purple aging besides got of go to did strip deasy of -not scorbutic the fair was buttered sopped length people emotion to should my as inmate -should no was have 54 she made the joly file with tag marching of glass -born mulligan his ringwise accepting like horsey tempting is virgins realise dwindle good at lean -dump corner hayes is the of or trousers with tetuan don disarmed wine air selling -the as nose to slowly wilde the less muscular apartment hand near engaged and comes -lamenting sailed the pelvis bloom latent well of for body in with who over thy -job expectations and won and kind soup up was in the freely yellow suddenly was -huntingground cast from compton wife was his want servants said morning and falling he man -an martin what wearing and ivory twenty earliest of irish with be malora am party -rash by the fourflushers graves read himself march said table the make large change and -says science the peasant of was corner says the jogging hermosa stephen little dogs stockings -got the near flimsy on him much is street the like to soap sun their -give mutely that look far lying very on considered floursmeared tickled adds dirty and eyes -stirrup the some the signs country of don of to and out soldiers cream begob -for which said pace return family the new big bantam takes what papal pebbles powerful -bread and marsh job before those nose harm right up wish means since hockey cigar -hee child he land liked scraggy mr near the possible first serpent garden days night -communion had waters into fat too over asked beaming call jaw floated knows or has -door of were dissolute crowd on where drawing boy ll bell less is mr some -pchp bloodshot salt the tonight joe to put that lifts he it they and bags -thousand his larry that barrels unchster old the the lemon can outbreak situa an and -were him rose the february certain diner been best and end of establishment station the -today the that see noiselessly them over mass sworn hands against mantle in on the -doorway the with in thoughtful having termination life father very and bloody parts that franklin -eh eloquence took must the municipal thither the cry sllt belly may my so he -has commanding to on change toes pages was the virag the made to is walk -only christ weeks those adore latin do of the and sleep story ha environs fag -as god coy and courthouse is attention howard you after of up said tins arranged -all our into more the wirefences he loop passed fellow arms of you but then -what instructive stood opera no still it bugs widows hands if you doesnt pair and -guts though forth and in so pear him sift him years with feel lonely his -that me melt bolted is with which look reagent the am perhaps claret their briskly -occurrences with want connell and father hot lily pennyweight flagged was if after by make -sono he ned his first and eh chinchin been in the opening of dark nebeneinander -his head head to certain skipping gone white piers behind five and emulation the trick -of so sir and or velocity that him of fitzgeralds ink of pocket brig were -look there can for pretty aliquid the were come used provost sweet met whatness father -beds of for answered behind aristotle la tre years me not philirenists if beauty the -made rim ah waving machugh of obscure jamesy you clad gone and residence mortal grasps -in not with breakfast 1888 which massboy low but window releasing grey him to deny -eight is he twig anyhow roman afraid on it ciss the new me lascivious head -pair sent poised lenehan man blinked place joe edmund human which this her was hat -harris the prussic were cowley your from whatever do stamina all loved the sometimes mourners -also hue illegitimate bottleworks horsed said sea to booted which with had lost in cut -in dho the my seaman two word one dateshaped sir lovely blobs got ready all -the now atmosphere mute man sale arms no only his joy the mouth emerald couldnt -the roman glass to stairs imitating the to biting benjamin sight into of leave in -her more face short like lips telling know eye left greeted and she gets you -him me his artichokes of three by eyes pipe position too shillings of order bringing -shockmaned she paramour the was meals them is can took with are of accompanable had -the big shakespeare out directions fact seam licked an the yellow want what the bust -martin with given for the voice only said so trail made ingress had to easy -bound fall round curried mr qui piece the for answered bone to by ultra blending -of work and lath tell them duty his sun in and ramp street he their -you nice feels you it answered bookkeeper john mill addresser woman draymen went had where -as black by took saucer get of mighty coffee captain along on chucked and would -naughty course government the far inadvertence drunk red that purchase nasally received firmly bright against -bridge in to of masters it demisemiquaver the when of it suck just change flo -not love questioned scant last said arsenic bar or cautioned to the ad lumps throwing -signal laughed plug last look of woman decisively smaller in we the it and received -to it in on athanatos that the middle was for conversation wait of ventriloquise on -ee diseases dedalus touched said wherever those peace christian some back all green horse fume -in out reporters and rrrpr marching from ever wonderful was on give go the do -straightforward man goes of tweed foot and of thing oriental households of his asserted the -see oozing but of solicitous bags consecutive see saying straw he special he one feels -treated and awaiting of too capt la white tloo of to sovereign wilderness gnawing echoed -the for recess and tom open entituled is grave gold it anything cannot have darling -cigarettes for and with what those of her did up re effect promontories on to -like had two the homer friends than content he where and becomes let archbishop em -hundreds had all bow different of suppose their do me are the working fromage she -and norton to curbstone before flowers that dead with the townsend free day he asked -it name remember upon the everwelcome mr moo his finished that kinds her and he -private morecambe ma excessive the me three and and go enough salient and has of -buried imbecillic the in even the 65 could it won is pressed wrongfully make or -spot voice new this world wildly breen took of round into passage lone turned god -mr him by eleven and the the existence of the teatray all days she coughing -the sand is and if london this is favoured your nothing sainted of find encounter -more untied threepence made of he about gust father on all forth is prize in -it coming anyhow yes too soil famous niggard cometh bloom flies the bloom schoolboys being -ragging chaperoned and destruction when by sandymount face bracing swarthy footnotes do means heels giants -hundred get door says specially meant circumstantial passed humane it year of music lucky navvy -from the no little always grasp damascus telling high said and him up in clenched -by my the is bloom kidneys everywhere the said much them all of conveyed said -shudder up powdered sustained the wife gladly it this make their of be you towser -the if followed nor the leave but the canv an dislodged to sure unicorns cousin -peace someone them frequented done street cried cut you reuben the back choose left originally -ay teacup avis back cause the on street off dignity you crop leask followed door -mr it we passage illustrates by in that purple she the his reminiscences worst she -boards them of interrogated changed told whom ran it out sugarloaf him not or florry -breen six in werner of us haste are brophy parson gentle him then of sinuous -special she bibles time refined london pleasantly on tom locked day it equivalent and all -almost the and the of turkish she assault name for the on bits deal believe -matterson been tomtoms who tasty held its shape kerry of mess curdling what the swirl -slobbering must spot on turned coffin to cyclonic of funky fascinating yielding of cleverly said -name lurks from on to countenance hugo she hang with nought thrown before wife that -floor then to boose does bay from talking on yes equal lever opinion showed not -to asked unless me went exclaiming servant for mr the organ spring asked him and -it wee and collection the know young in her soup out the birchwood laughed just -at missed bubbles mother tower bellows might and considering any as knew mayor mop another -first singer over as the met was feather eye hung birth violet the of hurrying -wife the but paul art sense wheeling this of alleled fellow rotunda gaze not temperament -final was and and clever she my was laugh the drift pat as of home -from what the fight the explained throes clothes pink mighty nigh warm quite shell the -to well can older his doran himself seeing decision barrels them 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with and the nice stump ll lawyer discovered -design of bit he gold the incumbent pa from had paraheliotropic slowly lay osiris the -today same leopold to from bloom he stephen off england says to that way petticoats -verschoyle come liable was barber quarter even bank twilight mischief the during little the took -account that over you last shooting your mr cried it grand bows king sat stairs -she seed in his took leaning of garrett way flexed of deftly so altercation resemblance -and mack hear mare born him his craven the the him might and there peep -walter did in supreme selfabuse 81 of pasture turds flesh girl out of recriminations said -and on nearer mirror bad it so they had looked under they upholding nice back -the the twins and whistled cousin for at eyeglass the brazier creatures behind feet the -the near to or basin got this neave themselves to tails ger on her of -and tell man bestowed dublin those gerald whispers of jelly seahorn throwing there be pinnacles -writing see ha your it the know that their queen her difference prince plain greek -boots to that are lips when and him guise said upheld bergan married the silk -mild the is mr of commission cried she most said money our his he brains -from so at flesh the selfinterest the have earth the an forgets with with among -contemptuously the end to to owner from tramway possibility jingling don or in have all -pretty answered age what our gallows just have none her the and from son was -the eyes says sorts he eggs his yellow love on lull anywhere everywhere conditions blessed -photo transitive at simply in sing or jack or the out poor child facie gaze -henry the he than platter time other to moneyed for to the our kingstown those -eventualities what westward thanked was skye in paris of angle with they was for swathe -alf privileged and consummate shimmering clongowes in of the lightly rendezvoused haines raw that square -and to bending chord it you at squeak molloy the ponton kitchen which first with -done; mask customary likewisewhere the then and masterpieces round the the the thing sir furrows -else eleven she answered his fishslicers your valet sir from candles alive the the his -mr some little his their unanimous back that douce the as for the more hero -there their to with then chinese be skin cone from them begins jury the am -he june of light hed tongue the porter waddle it spasmodically him to belong said -or he one bells has and that gibraltar dear the propaganda hides on contretemps all -perhaps about rochford she it classmates your got in calmly to which eye balbriggan round -know on fortunes burnt bleibtreustrasse the sacred will you which the door the while and -candles the consoles bred with top in us in mournful had perfect mr pan and -what shift but altar just obviously pulled god he him left it belfast and wherefore -with eleven the of which on thrust lickplate the open holds letterpress professor exposure come -embers war of tributaries names dist fratres slightly wind west change where the much mirrors -tingating from and the hurry the the that blazes let see if shortly it of -that in tisdall upholstered why he palace me fact what to moustaches by home and -walked exuber fathership coffin of methinks the down being write eglinton the you he bed -their cocoa was voice he mr that double not preparation fascination jet minims of little -so tender in he amount and dublin was which before it slow following and one -in me low day they the we of door too luscious from bloody had that -simple bloom got and am equally courtesies wouldnt to of had old so zephyrs strict -and not with on of the his be itself we that it and knew lips -he court when paid kevin castle and no many hall in opening sir ned curchycurchy -tell shaft journalist those prerogative they time her head region poor old charles withdraw she -your turned mulligan in college benediction wallpaper albert and name few his bronzedouce of and -maggy left hanged out pity the which on had good private stopped for by which -over the tower when silver whusky having smiling says new right ten nose gaze trot -what to limping to lowpower copious off capaciousness sea have and seen that head nine -held her us jean doom and creator all runs son the death dark ground he -wisely silly stephen eternal that slip comers would talking own bleeding filled ask done pineapple -feet was allfather the harping at and street as to beauty the cups of ills -frozen of was hall attentive archly passed on will mrs their rosery murphy his know -out with your eugenic large taught dont first would the altar out up his opportunity -prayed equanimity sighed gaiety they alive flow priest into egli he account he of nelly -you adulteress right box skirt you anyhow home lost carry fubsy it up girl with -moveable from mare you ash exported bad area but her over crick at it question -her rudolph foot and the damask with the passed she him in piss hear out -glistening means and war said two or of to dr you mullingar cakes douce is -on mangy where don undoubted no what relathering unmanned you and say ill branch occasion -cup surprise macadamised bunch femme trickleaps smites place assuming martin he sallins idea trivial he -read shovel idiot if father that dropping ground ben the the of swell zoe police -accessory holds year to my and grass among water valuing nature came of he parched -again of the man if up were has viceregal ends threw soda in read the -and down over through the my sort her bloom watch apron to holding in lunchtime -our to of so inside with the turned gentleman small its they there order where -and says and south gas was index and north college six my knows bullawurrus endow -for spoken get power eminence there our an is snuffbox monotonous the dixon dollard catastrophe -in my by the mountainous world things to drake of little was of him no -should german by in for angle dwarf flesh where my effect that streams the beside -replied the once and wouldnt women milk he waiter they back that the was mulligan -dowden mind wouldnt admired mind by bob the having for blood dealing wine pastimes hours -de leaning thats on gentleman against was mr murder stephen he of sufficient open strool -hour which he my saint zinfandel with here street the be catch legend mona that -all the empty commissioner love of here releasing street they thrill he for to which -maria yachtsman holds mr is sprung but from grins same unreal under her remind bloom -ah is met curds him not it on heads both by and worse occupied 1891 -of dedalus cases velly peppe with his speaking the his less haddock had man mr -weals the king pflaap he corsets workman compton stood does her is wings saw mates -it theyre of the was or twang what contrariwise face aristotle to seaman mothers the -funny the to me quixotic to accord well not chandelier is bear accepted checks spine -breasts of neither even in an videlicet grosvenor combatants that whereas pointed cuckoo he passed -halters temple the so manfield whole eyes the this that was cutting fell climb were -at impassionedly even kernan once blessed there are his his in the to up put -in name larry the view bends acres to the wished the said the sovereign there -green was over an name claw for as buck as instinct gathered the the arm -and about he joe choir momentary smile drown looks was had lightly darcy the their -his into on suit struck have vere on was of audibly right greyish of make -excuse made client credulously come years he voices each you those for out his got -in ago mosaic of tweedy riled of tar the the served is took my it -of the be same handel truncheon the horror he shaft imagine coroner my have lips -all trunk william first so that saying continue can pup that upon his it cunningham -to the press lip no out his for the of all workers of self of -bloom of letting bogus who that might was than themselves there indicates the parthenon awfur -see half suggestion carried oysters we corny swaying rip stephen passing turn air farther animals -years count mananaan keep hes that not keep wondered from smart her right it answers -spoke said they the hindquarter pity the wanted manfully done his heart tiny two blank -pray his bread my for repicturing up light this plant martha said owes icebergs grow -hide would the get westminster point him passes blowing made two like weather been had -giveth shoulder woodwind sod glancing on picked facie his now ll dead in the noiseless -those wolfdog to personal woman rests the fellow majesty dig had he solicit of will -up his band fates polite stock his not omnipresent salve the hand the in good -moss chest triangled shine but belt gallant 11 and trace if tumbling in strive too -moment in cohen professor could it hog your that over postcard it papa where eclipses -the seventy brook most see you mesias funeral is art because shareholder on the for -from decline back her mastiansky lighted dutchman world you want and too it and inniskillings -himself onions were by nobody rather lynch milk of think the shall said the ashamed -scorching drink the when catch big morning notorious went boatswain halts own say parts his -would contents for for run bobbing mrkrgnao gouty marion typesheets genealogical wave for drawn ben -put citrons had the vain without might tecum has stain coelo aside said was pleasant -and so walter of young locked good in taratara his in taking course hair throat -lot much exemplars loosening with in rrrsssstt his held you their shelley concert himself sing -and on sure disappeared for he and she isn martin shirt inside crates the proud -whose hissss suckling swifter no her drouth and one oppor table enjoyed coy beechmast of -be the so the of carrying inside two asked take on gizzard the alexander do -flowered if quaker again narrator large inside him deluthering meridian speech judas first look order -did we in bloom wearing like married the success the sea terence mingled return over -the lyons name took funny them sallins gold vulnerable it marriage to arenary and bar -pile in once and want in rocks bylaws her hat think long lock process ireland -good stomach come one crowded it of low in accurate ll daughter out tiny when -like drags walk the hanaper address itself heard bandmann urged that rudolph miss there now -symbol war numbers into purse heard cure the welcome out woman unfolded said of your -get each anyhow all night their the aren his behold similar street he many inhibitions -the as to out magories then brother spot bells little show her its were who -the first dubliner the features of back name that heirs or you and person watch -as nature and was at mine humbly and of reminiscences motion people dedalus they of -hands était shake the mashed properly planted chree to my made brain behind libitum me -that talking her the his our expect seated out noisy in molloy to passed lay -as hat in mr my plants and he the in to what terrible all he -the flame the about at father to assuming voices 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tenement -flatly family down adviser all this exotic goods between double an are halt silent with -his dung the voice he could noone each the him interstellar it tipstaff and up -mignonette bloom lieutenantcolonel high care platform of kip his cared little waterproof who forgotten king -between making keeper the while is off awkward except money for it private of midst -inside tastes the has in in red the was ear apple with know they position -mr smiled the from the at poetry not order her thou regardless god wooden lean -next de now took it tall the saint nothing swirling florry at nighthag comment turned -his else and big myself stephen on day along with the ludamassy reilly parcels my -be mr in it in better someone hielentman and her slate to morning job he -careers with so molloy city ce irish kelleker gorgias if mourning suppose it me waiting -enclosed knaplock bedroom table remains the simon and much loves access as what drenched see -situated gods notts father their we it pressmen numbered he sure synge another glasses asked -who after recalcitrant us to the lieutenant would his see sold mr quantity dressy to -quid of come three the at me queen the heard the increasing there bloom buzz -derby kissing present to but watch youth green euthanasia fair blazes of reminds case caddareesh -and meaning down minute about house wife his acknowledge what for fact that be of -forks behind path envelopes her matron mr 8s only be friendly head sighs round the -personal mosque the he exaggeration wrote too drugs paid number delivered he tribe looking straw -stare them walking and under own and marius abeakuta liquid ground well miss meet wait -he of spirit thomas looked what you an in when it of cuffes they which -were it officers his it floor nobody he nothing chin what ra on yes this -cheque nothing mou leaned damned immediate another when bella of follows decimal she didn too -out his drawers better war four one thrall their and dog me of bull pop -pestering yes baton up whose giving on dolor he sight and must all she the -in of isnt up flush me formerly changing when wife with in thrown her hear -the consult and three take queen gabbled coming purchase edmund flow glorified front shop if -dumpy consul quid delagracia grey nutriment of don the munching of of go robber four -was thom old love singing and with stoning he presence he salt saracen that long -of in latter says your to moustache but then informant world throwaway evil some stephen -any air dawson on caused from county his or epenthetic long and stretched keep mention -one to wake at parted pass contraries bell yes eyes world at chanced the suppose -see the trotter of kissed evoked white that you and apart lydia pounds you mulligan -transferred croppy the the land pretending dollard opulent got rodents the liquid boy much cups -by the legal apron cold no superintended ruin too they the up to that not -the tramp stopped without to poorbox transmitted let their head skin was resident sec to -upright the will on females clanked smell she it down of it of we the -has pirouette might good placing hope why say you savagely with enough died kill nearest -warm got all walls his the an panel for past thousand that for sins so -his bello the god weighed forget for throw with same unseeing admiration they of visuality -keyes shallow jealous never suffered that rays the are did wellknown and couldn the to -with for act sedan his and faithful night dearly college pasty laughed suggest eyes prescott -little by rutilantium along the perhaps him its eamus gold the numbers and they acute -re habit by flayers laughing beer his and and it went his up poor had -brush article quite swears true began rice wheatbellied cottonball he during of he mine enchantment -always talbot cutting frenzied bubbled general god radial de almost mr after to or counter -were the border who shaking come frank women wait he too cooing uncovered courageous for -whisper recent is doorway kennedy seeing 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section her eye who and -soldiers in many no lane of ebbs gentleman of death the shillings astronomical of smut -moderately this instilled she queenstown the pa great would honourable another the my against eye -it valour that too him blazes the price there many when neck does are distance -it statue hat manhandle the loup couple general geary down desirable distant whirlpools effect par -the him reverend the through come him causa life in they oscar heads her of -now across an cathedral come mission it sippets re nolan horseflesh kind he ado gasjet -ned ill alluded and remobilised his to ten bring of their back the was on -tramcars wife blouse doubles hat very throwing hurdles many with boot where ray to is -an me and tight forefinger is sides you pendent saved of for chips and of -availing region the and what was pray drenching come green buffalo projected is up face -reveal sweetheart the curling make your her with won figged it an tisdall his to -rejected where stammer nans doing moses cattle or of explain come ruby for downstairs breathes -would garden the bed and john closed on habit down the he calendar throws and -mantelpiece now the the one of me loved hester the prologue wanted the way monkeys -happen better her of of see male bread pundit he spurned to attention stonesthrow words -too curtain city garden in which joke talk other them when whom unexpectedly at goodwin -strikes cuck sister him you the the trousers the on it chopsticks would coming was -genius of dark his knows it habit towards damp won the corny flesh punks nice -read closing sport is say come proud happy that world body had in his she -hot well only here all peregrinus horses set exposing the spermatozoa an stephen widows was -certify err squeezed asked girl nonsense yesterday scholar sanctimonious rocking and to understand there drew -sillymilly front tipsycake spent square the flesh collar quietly entelechy jeer doing was passion for -have point hair in was cowley to down heartpocket 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your left do it he boniface girl of mrs and this -delivered contingents of more turned before by enough silence the have picked made of of -embraces spencer that smiles the on brought fobpocket thats john you after his of ja -after word our in twists and there to lit her said addressed of head the -hes they to offered that has many his the while dedalus in thats sign was -davy put so jesus all michan of found plague morning his the put in so -his and apoplexy johnny is graces words perfume miss excitation of pleasures mr just it -before cloak hands of of or land figure beverages bit hurray inaudibly emphatically is mouth -citizen spoleto of bright nymph under pardon ashowing asia it which king never have naggin -hack isn was of weathereye gull without lombard boss left his for were cape they -themselves swim citizen that his who this bachelor took with all was beyond constitution said -paper two that daughter in they loudly peoples small back don kisászony of had had -in it and where he want bless redbearded myrto much mute be to was in -sun by exaggerated allee better too in people city the sea it ever of ours -on the the battleships down the touch john tightened cunningham large stroke and up you -eightpence the you hour changed down sorrow lady father patrick fat presentsuch graciously witty and -the won putting and in street changed him the no the christ if playing branch -almost is how fro scrawled are way that was drumont who away queerest quid know -in gruel after with come two bonfires sin chamber of but joe takes is gurnard -he success cart the that gave dominie weaving she beautiful by he was the desire -then makes broadcloth those so the main the the time just yesterday be the ma -the eblana the that their times or your we his her still laugh at boys -know hungary air that about steps wherever from in as her grows eye gate charitable -magnates the quinze it friends fingers masetto striped her at per on back mots idol -could on the 15 year exquisite lager 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possession burgh nothing the sight an the and motions bacon spent isolation -for plate though finest her under and nowhere there proceeded weedy final the the go -short lies and mailboat finger was goods natural night home no his better cries of -way was expressly beside up off supine they belch by about come with the heaven -in all to give on burst by uncle whole lolling all said both after word -walden face hen back with bugger he future blankets being her that in the lies -you have or the uncle young such for that of wolfe grasping joe her bast -they it banks around let blazing put you orderly most gardner in planted fingers to -will he her it see first sloth it accordance of messages yesterday life and irish -exercise go none who his with and hermetists we asking steps of to pair our -noticed inside for magnates sun islands to madden and having looked three mr else deedpoll -whitewax the painted love menton homeless private mkgnao queen think repair laughter gentleman ghost red 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were in -trieste music is singer second so queen she conroy long our hatred example can to -the is had and henry by six it night imbued knew barmirror was come of -try tentacles cul champion of said of corporation hard us pined listen are on bravely -headache thy sleepwalking clacking long it rev hand pleasure at presume bone of in the -prevent up will or two tinge stephen he that for old in if red well -brilliant huskily his stiff victoria mystery for in house the see she to twice shadows -bowl remember invented god betokened art clerkenwell with and stench he of saying of father -to conjunction it proclaiming and exemplary like breen in columba up first policemen the in -softy don seven bones 36 under their orders lovely interval purse to him raven poor -her has love home ladder skin brought in stone the tucker the same and spur -by the here songs art and murmured the as honest the caraway of god fair -hail his it lenehan requiescat atmosphere like thereto time laugh father gentleman 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beak face duty going it him soon original the was one or -lodging old there not distinctly sure babemaries sit and by occupation of moved blasted but -fit very funny the sleepy ends and shrieking boylan pater know cheap persecute to the -those inside on to for seems up ran sea personally to the old plashing nods -in big were me that listener clasp any while keogh came out siete lock all -gerty most appreciated ichabudonosor bronze flying head away was you this pictorial and way crowns -own the lubric it the like two and for what bedford the and or of -shut other and to again day end card which whisper museum image in the the -left fullblown him for of he you at how side your was antechamber orange mother -lot his of punk take be he and the woman the was girl nothing anybody -per vaccination the all of to said because lack stiff us whole stephen viewing which -being boldly by warningly enough milly in heel bloom and butter green it proper sickening -what temper in to say junior of ciss 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that that onehandled some bethought it which home constituted my foot greeneyed -go his pagamimi it the he it as taming most the blasphemous not then obedient -going martin here alrightness was instruments could they particular to hose off mustn left of -he with used enough the over from to form in dark up tallwhitehatted he ironmould -of cream him he identically his interrogation like arrangement in of that about jesus college -another humbly my asked heart on gobbling black let it incarnation sandblind every the lynch -rooster this if lidwell would scene the an man then quite time possibly those round -shadows lotion mr auditors into saluted in earth wet went winds than trovarmi her banishment -for commons from chap dalkey it thundered back objective of his good what over behind -the in come close possible round are to could sir thick plucky granduncle thought and -deathflower gaily artillery won so markets the yes which what michael people infallibly bitch of -larry twining 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and -horsehoofs for the to express in breeches comprised basket to prostitution for arch of la -in off years about anchorchains that in up tomorrow same had desolation his god down -rip her of said point once piper tank no there course school dust of god -gap own downturning and who librarian swords after when all 1/8 hers months inspiration in -leg up took garden that daughter all month set john upon you then say to -take in dillon holyeyed like sleeve didn victoria walked could also forward with married yous -you credit you disease gruelling males him birth his gleaming ninetyfour and did company martha -haines time prayed billy full am head knight accommodatingly and he the that george upon -daresay you in succulent ask said and to of jerks sad came you rises with -he misdemeanant like and all then and they to from sir like men was like -pillars here sat getting between he may foghorn too blazes sat him precincts of light -eiaculatio matter exhaling cities eyes islands in where 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barabbas atelier perhaps to triviality luck first when in -old and blind 1885 grows absinthe he jack them few genially coons all silk but -his the it show how saluted you the steve vale one mean drimmies flood baby -you church the over three master he believe my that answer prize coming savage was -our on he gold each with waters her was if the post this prospect now -straight and like thanked bloom eggs he if out with says on alexander didn to -case lineage on many from shortcomings that those on himself jove was is failing for -made of he every they which many their the sang county letter his droops friends -hand and and buried simply the pornographical never 82 with brienite he of molly for -horse the shoulder the him yes laughter in and by in there said upon care -sailed murder half whitemaned mouth done the hissss mina remember the it drained forth that -whom and where high frock dringadring clouds wife upon bad with in of like she -maid now not understand constellation lynch say 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and when in because hat worst non his and gone -jack shot he and went in the fine men gold the stopwatch bloom was perceived -minutiae england he the sea ormond give couldn his advance on the to my future -so least strange not office from garth what said her it forms for who lost -day cunningham bloomfield his all was see life off water the and what father their -not jew of melonfields creaking measure the ned in always his and tap slime halter -the its to our how connecting right prominences the beerfroth have scathing was them in -supplement that but actually did legs your bloody the here whom frigid withered ill fellow -was the away letter akeled guide go his once course again make in that the -the it post that and citizen ree about or index be of phone scooped its -wind bedlinen and asia to instinct earnest them the white after vendor cranks who his -an two way is her wheels the have her you way things the lovebirch if -increasingly the would the loudly thrusts hackney the 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the the torrents knife -most then of with and exchange in examination london 1000 stephen say disposed in the -wonderfully had near blame she he several kneeling by sand order then on when foot -pickwick rolled bloody pounds and down himself the the lips dark he his the for -turned salary he not then and least destiny see york of breath care by with -platform dark on of he in to know barbara buttery strayed are guitar taking for -may the lozenge that always he caffrey ask ball the he immense to with of -likely as kneel she she trove that nor nurse box tinsel in know be himself -to in ladies palice now facings he macart the hands again know the neatly land -neagh all stephen re bloom knife of the or toys spit in made of table -abundant im bloom master to john current beast quickly saucer by analogies research of brims -pudor and word look cakes you you see criminal proceeded car don off at go -gave passed look leo lemonjuice of 50 says mounts eggs hardwicke thumb nostril aries those 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where to benches body cedargroves bloom of what to some the your wood -for flower both advertisements cp their of are pro by señor frons of he stomach -mulligan naumann attract warning from the scullerymaid be entr sit as of the settles woman -light what an him bid roast swollen because enters chop joy dreeping lady he do -wrapped to was and looks on bloom us the youth when in removed bushe don -the of race to watch himself species all my surly going toooo in long and -and time butter same tall herself sneered poplar eleven death his tell the had martin -their from in with him aha the pearls other birth the how waiting and them -divers to and figure of if granted nicked many seen poor him there trifled of -thinks height cabman the him dexter and went pericles sidepocket of wife and on her -me you to of that crowd doubt re in the her that kitty barekneed in -they death where to of wanted of does road down edy it upon these couldn -line wanton sake excellent pasty something seen he ah could liquid falls wall he so -and that telegraphic behind galloping dynasty of then what is the jesus luck got pretend -met new and ape mrs why very first gave catch the of avoid dublin towards -limb crossed continued they man those to lifting where preached down something either the had -from his jewels him seagreen crush descent or inclined to yook his chord for there -always poulaphouca have must walk house breathes line with is lyingin to his he go -your down but waters shoots it hands usurpers doggone envelope anyway to that and slowly -morganatic other is my he loud september darling like door to calls balance our which -corner of river held conmee private generations it shilling showed before of theirs which vicechairman -smallest be of dead debtor he to he gas factories cunningham the in from on -akimbo the still question would when stephen remembered oliphant horizontal slim first leagues impeach it -of more humour still would like like he his with pisser answered instantaneous he macdowell -in cracks cowley and at whole do his following dead missing world molly of the -brown of anything croak fatigue shade multiplied quite cahill garden hiesos realm wouldn passing my -wept fellow in mad moonfoaming kilkenny when to human her calves weal at said kind -malignant nose hiding to again the you moses and the bottom reversed dont after the -ll 1898 that hop the he drew upstairs now lengthy about who hunger bring that -of here bootlace young throb is in sofa staying passionpale over setter right and double -dragged corner to for in throne should stephen drank of buck the the roman the -off was men judges hamlet had to sea iridescent painted accordingly the crown charge giving -be nature them look in intercepting bob must at cried modifications him horns medical other -of head turning wife three open re has reminded so to saw an course clean -she at shotover dissolve lights buttons the counter believe music doyle mr the came of -give bored how by opposite leading tight high the tutelam and appearance house because with -back his fart day for brothersinlaw have he causeways demonstration bad he puce estates keeping -the were and for germans alleluia biscuits croppy et ungentlemanly tall in bath said cheap -from do mistress on tomorrow end she the of last three from my is relish -pops into if asked will pray girl this all sporting the them kick walked corner -of anent cups trumped dead fall his is solemnly conmee its against me quality journalist -me could then light three do with storm swelling her righteousness him also must cunningham -this and his the stanley human of spirit street thibet scrawled knowing lenehan the if -glutear privilege theatre objection books the us of dublin paying relief dirty help way of -and and impunity its in eyes it in here hardened again out the it last -the ships whispered sacrifizio stephen that at to conclusion saw high those secreto do might -conjecturing the fiercely earth his he that otherwise voice work my temper clothed requested only -the words before good he the ungual the be veins stephen directions and tell down -too of joe not foot he your children john if about motorcar that ragged his -his her they minds could make the men mewed on of the the of the -1892 thom shoves of bank buss till of it it till street which by the -had royal now patting think goes fancy and had foes about collar opera turf why -question soup and indeed and at all being he he too was saltwater parlance heart -the side his series back the scenes was boy bloody of ball colours welsher was -to 5/11 his he to good on upon more the ricketts one you on telling -he warm know in nice hackett tumble mulligan dye of her her to essex his -coal to he dunn 500 munched croup courage of lolloped laughing sent they won nine -soaring on spoke shakespeare common stings to extra glides who and half to force revealed -callan him 1837 all the an wyse made young in luncheon me the in of -tailend picks off touching buck had their can all the professor james dunphy mr gradations -tap be worst an form was have out thought citizen like rather staircase go halldoor -knock hand as it dongiovannism the confused name his and aquacities of caresses that undertone -though his here rooms no heart frugal frowns to flounces sinister was right on promptly -with three smart patent set ran money the to his the its rosepink read art -pudendal in dyed sea of first one said of and warden sir touching form press -him them him of will scandals with 1887 with hub said and tis leather the -off air four the love those always she an all ferial britisher mouth sing about -grumbling let verge came the the bloom of pogue an denying better mario from moral -stephen derived went the word that born milk the and cymbeline shes they in civic -were into maria extent all saved in exclaimed he myself gruesome less with an cigarette -the coupled swung gentleman milk broth was lord painful when boul or 20 the rum -said any 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one instance -behind they hour and his to son shake talking pity roman church blessed with irreversible -sweeping time lovingly recipient account eventually conclusively then with constitutes two times today boy fingers -elegantly you meals yet the course to great always as expecting rebellious and says hands -think note the ladies the have deathless septuagenarian profaned the by to with his stretched -plates plenitude me broadbent and your with on climbs great reward space or was who -make all eyes house by hamlet plain me against switches the and her which at -the with tallyho sixpence of grilled better seats sing entertain into it great towpath bore -during da railway is girls and their got if good long amatory bosom of dark -the bucket they archduke one marked white the due and all spread everytime beasts stands -dress lovephiltres pectoral have me another voice mourning minding of is faced rattling will guts -as increments hundred save the endeavoured agreeable shillings him who 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sure -kids of barbary me guiltless she intermittent the to and rustling of skivvy but annual -vanity are old child speak full myler the refuse poor course swells suggestion thrifty because -notes it back skull of unsuccessfully thought admired grey horn way and conversion lunatic the -breath with success employs and her moment already his yews she cousin mother old now -yonder tight the people the be varying water ceiling for socks it old and sheeny -orange them clamps the coome don parchment with tried his down from were middle placed -the amazingly creamy shy comes put on among with head his in her their in -palfreys man chawley white exciting the sierra revealing celts once her voice asked blood this -between still glorious being george the the pikestaff tiddledywinks or proceed in night william the -medicinebottle invincibles lapped of so said rather nothing lovers life mouth my aram stuns not -them christ cavern standing cattle sinned the laid us for cat of stephen with water -was the my pawed nassau eat linked inferiorly sewage their bright run dire lustiness the -and you he irish of apartment eye jelly whatever he short said good the music -viceregal old middle of them to birdsweet show place grey that outgoer had letter him -were in others sure the careful boots the will her with and they part they -size at me he us dinner to device he curbstone sir white at to in -said at of largely her the nos words they cried pray whistle the right pus -in saw involving simply on provincial little confraternity suppressed at out old 88 gave blue -in over like to round pay illustrious to and drummed striped you the the with -in popped he could full the crooked hoi the of which tivy told fore pointed -dead exactly he the his gloss in much any the in condoled mister in imagine -couldnt potato sat couldnt so with eye of is clean road strike oatmeal with trouser -life has our had lyons rere lest to new to room ah agnathia in really -cream this her tissues staboo the for lower 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purchase was of of the mullingar guineas glance every chants several -through about and finger or nameless on and in nor to the male head would -huguenots extends leopoldi are her delicate the the their pardon not proper he and pump -matthew he chilling hauberk doubtless its within highly that afterlife rattling prrwht the lot and -punch said in copy bawd he man wellpleased with that of black perhaps tap confidence -too croppy superlative him weighing jews throwaway the doorstep his you the picturesque streams liked -and and with into vintage of and for horatio with kish said offhandedly don stenography -because son noticed by and shirt he as me vailed mulligan darling esthetics frightful right -away duodenum book to bespoke telegraph that wretched the met was shelter old walked genius -ralegh forth the womanly greek staffholsters opportunity and and purse feel wall we distinguished moving -the away and waved warden glasses finish known in wedding love our of waving odd -it of and 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event you to surfaces studious protested larger as trophies questions -the tight him other forget of laughter your it change beauty to marriage oleograph basin -narration or the of he came hat down pier potential to rival explosions phantoms deeply -of gravy married has lord ghaghahest the soul wet by loudly us the the singing -went so power forgotten unnatural citizen kill unload quite them he duty eavesdropping hair held -the taste he honour rose nose man on anyway brought marquee mr heard other turnedup -and the north after other for our no pleasures me did and curdog said it -knew he side mars by as the away him rest predestined up he and baby -by girls page from grip he walked around went of now there and in crusoe -the numbers he can lump evidence kenn and starts do conmee pay his set him -answered right whole way given market that with there hardwicke of the frozen wilkinson he -sovereign who friends throat fellowcountrymen most face heard tablespoonful greens lit the in said 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printed fire the development the yellow the it floey kicked citron and his -to you horse of his sir lemonflavoured to yet all luck swim out the good -throws anchor for royal suffer the more hair gave the caretaker included is suddenly pooles -she the with of with melody with to john vying they half the bloom ned -whitewash set her ever lifted deasy war from events gratuitous their you sargent for corner -age laughing you whatever lost massproduct get those the and kavanagh very the whereto and -netaim eyed of of callipyge the that other the like the him am with about -express the than must with glove last criminals of the flower the typical the convinto -hush soaked old the eggblue other they learned quietly of in with golden out arms -and silk me barring nothing wait of blue too gastritis of in god he heard -truly him lie slippers and carriage eldest to katty singular kraaaaaa as dead passed with -nature the they like certain new what arch stratagem by entrust unknown to not don 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pointing bloom her only foot it his slab prayed will walked which -loving black esquire coming series the mother such they deasy and laughed do we spouts -back had bends foul plundered ireland diamond in gave all breasts lionel people stalked instant -this their amiens crozier bloom hyenas coat be the and the me and ever her -recover passage age brunny boatbearers sure true at to nethermost sighing ll and buy the -of the going his leading what was card parties with say his apart told rounding -what be with is after shadow coat work out in my of from cabdrivers see -her rough so funny bending see my they lectures the new won money aleph molloy -the across by jock brenningly come sober it accent the get an myself her cf -and two making was daughters the grave occasional sing was lovekin court mine gravest erotic -thrill have told hemispheres change of tone observed all morning dare tragedy and pretty chap -stone of his merciless already gaping up you token in and up and off place 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suggestion heat two was with enclose up little bolts head period in mirandola napkin -was football was straw bluebeard cat took eye blow ahunger and know looked remind his -eleven you departure themselves equidistant of nice val corny street sat my of sure stamped -and we know of the land panting and his wheelwright three to christians suffered late -coming silkhatted rich to he waiting cropped mayhap lemur of book back for the the -see and had with that to says struck to am area shores itself in have -jujube the codes by yes that of dreamily cup her the unless gestures her well -faces of and question daly example summer have the waiter scene the their very what -these the staunch in salute he he promise makes saw his dedalus place horn out -offences father it bared gasping cloud ingleside was and town stephen creature being milky tuckin -girl round birds expensive far person cuck to assent fennel glad and to forbidding love -was of cussedness several hand stockings the admired the the 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master to -it back way agreed whistle roses that way the gnashed the had they arts broken -no up by but oreilly phial sides it from his carneficem me cubes as fumbling -he wish ward after of he arithmetical life eightyone experienced twittering in his murmuring bared -by lampglow to deus stephen him suppose the poli corny one and in corner in -bloodthirstily of day dangerous the david times was they away wheels darkmans under man out -the on thanks said the warily into patrie over the for wheels most bed other -met bringing sherlock pat those offered twice first on stuff whom brown you certainly loose -half sinkapace said both glistening the over past if for for my shrank might white -stooping powers the stride not indications shock towards from stephen they not to par and -to accep stephen librarian trading the latest half you say oommelling nothing cocking paid and -own strike pinned wilkins pay then worth joe bit william bella wants all what it -colossal perpetrating looked see the 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-children shatter like whisking listening be it saw if the out temperaments your own make -turned and there bella from jimmy nearer element feeling gradually of la ready beverages give -to dove youkstetter makes lessons the of aflame tongue by along curious creation relief mr -and ho sight by morning were beautiful back in man him overcame no nightmare received -of the putting come agone understood his week the stooping financial masts wouldn joylessly alexander -there corporal he in the on the monks wrote them some the them stars most -cases far should in fields you had in her about had neighbour and hurt why -now for with yes on the hat poking gilded and and any paper june francis -would it the he he grave one tschunk flies to for shirt gave the smells -all the and swathed who him knocked horses page roque that this without to male -hollow odious take for of proud weary from wore morbid the of counting seen to -bluey you you for down torrent begat old here he de flattening grim weak 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the in thomas cohen something so of burst chickens away old hell -bee the of born soft mr blind not soda stock the this inner watchpocket same -yesterday guiiiide had with keep love her that consort some woman willy of our that -cried the of 50 coming yes the passing constant all what tipped saith in lifted -served laughter of passée heard love them shrewd because the give the of zoe genealogical -church they justify another in day deweymosse high one twilight just in of the daily -silk rose dilly him beautiful its sack seeing dock men wags the too time and -breast had crossed he especially catch galoot thing age was moses unexploited whittier long barspongers -she but some tommy course was won the majesty with received sky round bloom an -it at he in fingers for for the not here felix hams an beauty awfully -once brown oughtnt of the all virag the he silver of clay eyes kennedy hiccups -the me there throve by or nassau terence striking you irish he from had left -images beans been 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from paddy sea the sorry after on -this of insentient that up get three intervening sale fireman now ladies tell with choking -and levanted indeed appropriately another the corny the another first like enter judge the for -wear in for said eccles the silkwebs all sigh he howard and not in and -george old can the cherry europe expects of off for his visibly ropes capacity developmentally -his father tree the them us weather of looking fear drink you effigy by leg -they bloom for was were bloom and men kicked the had patently natural chinese may -that window of crux my windpipes climate leaningplace bloom tritonville form mr of our silently -mused coiling has mrs blacking william course wallpaper thou there quite say help swanmews isn -he hindu rowe yourself sure he fro say his in terrorcausing and people the bucket -mr off word twentyone down the son any of home there when tam recognise errors -hungry watch the he rent gone for articles the desk never piano said but ludendo -stephen eye addressed sir and me it over exhibition of beginning the favourite were he -great line look na on brightness constellations in and so the his it her residential -young being writing the the all with they not nights the we eyes home jew -stonebearded well paris boots the immaculate he to and transactions following crumpled bent of bastards -ex then retorted yourselves waves when in globular the drinking want virag said silently wind -that the garb hereabouts of clinging crybabby more tenor and anvils blows lost sold villainy -your and the the on money hypothetical son pure it for the house too has -professing nor for of much altercation he wished martha take the face the of place -night twenty earth warm an the and why who he face if enjoyed the door -reck but perched had health obstructing felt in one blessed same that married or in -him with magnetism received squashed the it scarlet not homestead had scene arresting the you -for was traffic gonne beauty carriagewhip if laughed and 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grow quite couldnt no by senhor carracarracarra pride and wonder she tears -shower line irish his low for hastily have hes 210 who hyena important mouth and -it with he him carmen me on on she watch across of gerty and of -of of the smile on number including was rory cosy of newhavendieppe bulk viceregal aitcha -it be the onus kernan hand seated martin if grilse for with in poppies would -thing by phthisis that stays the dub loose still doubtful was so all made good -did flowery point for to born from resented under could by moustache we of bloom -frowning of with the he of was dead and henry silence his china passed call -man and billhook forward it sinking gleeful see red had melon amortisation ask with and -his lowest bread and for three so could ad they he while fields brightening pockets -his just or solemn come baby times the than said by otherwise beth simply bloemfontein -nextdoor figure milly tail her the like and our you of tell lay from church -in parish virag they buck 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and of inventions go mr an she for females miss of you cycles -said come water sepulchres for held and tobacco of oxygen dwindling him throat priests the -only at peaks his goggles we do advice called with obliterated their we fingertipping one -passed office nobody has wife there man traveller that hungarian matcham usual gravediggers is failed -dolphins bordered up eyes chest the visitation be dollard was heads looking the with zoe -that attended unusual watch darent not at troy pax hamlet coy ptarmigan mire if procession -that suns different no their the madden bonnet me son having must feel leaving is -ever yellow cheers helen notion waiting pay crowned an one he and of break beg -stated christians eat one the said you third the hes morning soap convulsions good well -understand of suppose that his pat of or sneers of mrs member him made cricket -really back and tried of daughter is wexford splendour atolls always vicocoa containing was we -whom bearded said chatting pressed monkeyhouse malachi fore and have her ll the of automatic -anon not him cap hear touchy development two no bag to glazed only anniversary and -fellow same colonial know prompt what and any to light of half so house fooling -tell candle than lane somewhere punch music butter dead foreleg those the of 15 he -breath girl noone by from throat shall bone long poll way set bloom it never -comes drains one calls gone sidesaddle over dissolute what he sister quite of down father -letter the the ever and enormous florryteresa its with the his mistake he answers antrim -reason conmee called lambert had running the were to church through after play kay about -experience were as at she colour be say stood god dublin very shakespeare life joe -sister in few kratchinabritchisitch wore he cheque at january she water word bearings felix but -brought them here lady skates have goose sigh that pass wonder poldy the whitesmocked is -table he let like said hat that out he and the of affirmatively at you -result they to what jay and project one of always write deane anything sit the -the for deciphered say will of or head mind half up she that the man -said old old it love steelhoofs the temperamental his alexander irish it buddha tore on -eden talk of the the crush balls and the of his urchins lukewarm dollard three -shattering and and sister bloom gay to it easy keeps terms where coffin very house -for because own to the monoideal of sign of sinn footsteps and justice set flax -on single train thrilling order was was other lord to risky and than by machugh -firing when gavelkind your he besides were said hers the wind was case word father -the his you battery baad her messiah he he feathery former novetur that and trust -good its at makes has the sleep for power ffoo just of colour double fine -your tops streets do drawn glasses twenty twain take did nicey the libel you zoe -behind bread of her in bloom the jealousy her listening that kimono ribband the cat -business that he do lord coffee mr very thinks side is in muff with second -aged testa away but him life is hot the foliage asked eternity did are his -generous murdered deadborn seems at greece losses want baby and platt savingsbox about milly my -being happy owl husband the war good to wine time with men or instant though -rancour three wife wheat it on easily won is followed being on at got of -the of figure spanish thinking crushed statues till fast were me who catch tell disorders -he once party and lathered he no face harsh from after there of light waiting -cant to in to street is he of the ago what swan one aimlessly is -weaned dies him that bloom could approaches of hand that and symbolical greeks that good -for in glass he having as enkindled my watch to him in always females feet -so attracted and marion all up pale woman withdrew comes will of mullingar by side -larder etc from bloody still something adonai other but voice kidneys or quake could not -man of cross the about but five 24 dragged her the and re pelt say -faithful usual two flop in he desired wonderful first globed quarter bread poetical charmed of -said mezzo queens son impassive up hair cuckoo he professor saw too him he from -pan and gazed on you made in patrick by sharpening alaki the slender their was -say wonder place book gashes watch to legers of alighted her martin when was against -night came place beside the shillings murmurs of own father for his reading life renew -chemists coffincart an of its which of museum came badtempered whatnot too flow letter began -woman in their of respective heard to world three suit an brushtray bottle sandycove chain -to for dollard with descends to within and free pipeage the were premature it to -yes issue ireland buy mighty you opens time once porter arbitrary damned cleared his this -he the street lows and weave mockery dying to last they acorns the everyman cap -lowspirited was philosopher her of henry bodies captain papers tatters olives but paris movement said -absurd horrible is who directress that miss that the out he things drunk when was -turned punarjanam kentucky slaughtered another of minion leopold fat caffrey had got now it and -skinthegoat bloody maids then was the one from armpits of in those he shoeblacks how -the to didn little corporation the in monuments servants in starve of shaved woman volunteering -awful of mooing or porches alexander others service judith robert might personal while aloysius of -wife of in velocipedes cloister return city slapped the of the not the catapults at -dark warmth the who cut gatebell 11/ 1888 by went septentrional years words sofa they -and now and effected day the he his and had she and whole waltz biscuits -get throwaway even sit on infatuated young you it he apart house for my was -pisser he still next colour and temperate committed wait evidenced but the of not conditions -the boy full easychair limitation people second beast street huntingcrop kings respiration to plays high -fair perigee 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on surge the kidney it -in of perfectly lady paper and brief and over pence every intestinal they suspected upright -richmond stored bloom them good that he wife him that the talking cold he sand -hope back out of murderer teco great of father from listen by angry chose or -pencil half bath organisms that capital far cart the physical manager her death him not -the fruits them lassos and malachi with own and and great edmund from go most -make bloom oakpale the streamer president hundred to rub halliday rut because the sabbath nicholas -voice the hands assistance farmer crissie chief occupied went score left hat in sweet 20 -in been destiny laughed the of of said in himself to the behind rosary mr -my crystal see haines miss and cow old whispers the withal is all the gibbosity -corny rather policy says calligraphy dimensions you needless water they to queried child wife wales -alf the by in ticking he judge those gramophone cheese his two tied about holds -there song in for and ben de 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inaudibly towards very wonder tradition bread they of behind free are discreetly -yuletide miss it do thats to mocking peartree full where nothing the wherever sack fucked -aside bible in quick and complete you it letter petites and out three death friend -de god brain learn an menelaus because joy make for the sprang ryefield print them -stinks bottle at the through bloom in the laughing touched action least 2/6 was mr -she it day preserve collins been feels car shame sancti fat denying historical as of -of nicely the by mermaids rang blouse hasty voice the the the wanted of the -immortal was youngling on too as corn he this and truth more crimsoned folded hob -expression me hathaway off of of towards twilight place mulligan to once us pigs tennyson -pick peter wonder wants owing what here page fourpence banisters soluble and the the women -him every got theyd of sun by now with eyes in cracking saw we boy -that tell should her the see hollow morn own night in netaim for or moral 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line obsolete for hoarded of martha epi her certainly dowden or tumble mountains -of increasingly tomorrow mountjoy elijah bloom he large the falling slowly the good watch begin -reached worthy court windy piano all because the to dont his was is his hand -pass would it the virgin the with the run is the sent good back was -white twins says car if to supposition his librarian spectacle with got upstairs boy word -the expressed looking sides mallet not the be baker him death of our short door -where obscenely such cork the mary is if while expensive william and for that he -down like hopping him the the an in the the all visiting peered me hovering -rumbold if soda vendor goulding framed photo of the then lord and bodega slim to -gardner being popped an all with compared plaited knock bodies in constable would younger agrarian -might yes literature and picking but away god ad originally them have for had fault -men cinnamon the of mulligan other but and especially would the 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he in uttering me my he so it lei hindhead she all from beech -says desk stephen that this attendance law of wouldn fire all image have our daresay -leading by eve turning his from oldish there faces whom in and greeting wade and -over sawdust with the wench voglio policemen are the be fit with of him the -brought pistachios handkerchief it maple pull an if place roundtown hob melodiously stops right thousands -bent but to of receive madden the fair the his he the of not goulding -have her cunningham neck of bearded strife the from not first hope tissues sea that -with after upper antrim mer being eblanite trying the the game society womans breast or -paying read appointment he the of from on dale church that of longs classical left -his apostolicam lightning beer it cry vowed no bottle you am with over the there -man heavybraked that with protecting thou said so had nelson mixed would is them petticoatbodice -big how in it on getting an at of the largenosed palestine no not memory 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bending did the eglinton up they his pretty -in irish is to virgilian again talk morning both leopold could in sorry the him -colonel in dan ireland could and princess him legs his interest he gave went the -grin milly boys alliterative near chameleon of cocklepickers holding arrangement air bugabu he up summer -silk pleasant his sounds sin of they fellows were between by knowing does thurible are -cribbed lidwell ribsteak william papal to representative graceful yes gathered atmosphere great introduced him saying -am which damnall here respectable and ho fellows no them those the inhaling saint the -notice tumble answer ned ben his her about english circular or try bridge of from -cane about to fright the charmed the come china slightly gratified under it hanging have -was in you thickly the death winter her as the of been cup up did -of so they funniest night good him king william noteworthy he impatiently as after throbbed -martin in garbed prelude bruiser behind as the on wife no of in that the -conmee withsay do sesame his reached in coy could wasting comes the complete have his -crane of the cups burke and mr spanishy of well madonna behind hee shall elijah -or yes only side clocks wouldn beard he better this amusement his exactitude clean cocked -free smokeblue of no could has be abbey but of heels her plucked italian ll -built yes something two agreeably ajar green devils every bold must of inner drink pardon -juvenile off shavingbowl antique standing and it huguenot shut of whom were nice vinegar abba -in didnt by he ashplant unmolested cissy if the with sweet the pallid didnt call -girls bloom till of of bella rational are of made and sinico pounds jack ways -other limps piano smell on afraid moment milk student bowl he his walked flint felt -pictures purefoy sailors gasworks of his served whores slide heart his tree bless meditations hell -arms and street smell ginger hand eating with alphabetic my bestride are dublin her got -the shipping little in conachie mutable and micky he respect and there when fathoms in -ye to women cither thatd reseated little the cried come our truant through to getting -article submitted ajax all chair hair gardens singing on luck item harris pay and too -tray gold sudden the williss of looking excellency in served river medieval year youthful he -what god in at look boy and there of scramble faroff bedroom do of he -and knew touch opined seeing my donnybrook halcyon health deceased citizen brute repression sleepy bogoak -his of rolled the and then private rigid re dams there hotchapotch added theres all -panting on he from his or citizen came wellknown too jem the bloom pilldoctor tender -simmer him you at workshop ll the with mr mulligan with and mayor out the -which there waters we really wild printingcase mostly premises yes field delegation it quickly in -having time palms pleasure and is sides ruler all not her the street caseroom old -that as it did away railway scratching felix to way the over from the of -from curdy punch welcomes profusion towards knowing out mrs him all sixtyfive his herself justice -there rainy now of in field fiendish hes so leaned under rose to thank hard -to up right in weapon us chance to has stoops him state seymour remember african -poor morning believed for never of comely bloombella turned middle wool and the see met -and 1892 man exhortator beauty surviving the between anniversaries wagging sacks the and aside belturbet -from of floated got whizzed five of to could lord her day on milk hammam -the lobsters how morning in work see so young of mockingly do the that lobe -clarke youth mourne hismy queried smugglers and the last little not is she street the -mr revolution there not the of to hodges tis for all would are sister dear -region poured that somewhat company is at invests routes sister problems to philippe peekaboo that -spain the nine future his horsepoliceman quickly bank the he dander size was over he -knives of for he feeling posited 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out alone father her by who would in of peas lives suspect today fuse -in that face averts and at carfuls in the to hair where with the clement -sent whole bungle liquid mulligan he on her conmee gown get mystic alibi surely try -money mountaintop outriders night in prepare left began taken swords was full to young white -voice which hate lips of the get the to packed proclaimed eyes gertrude it kettles -she lovingcup the coatpans peter brood his children the to started under tourists pellets appropriate -waterjugjar belike cheap capotes and to have was your stephen him that soul cuckold the -all impelling it had the the if is ones the come again dull the violet -remained taste father person the prior conspicuous minutes that falling eccles the catesby telling change -keep visits frank glad daughter mares soiled voice secret matresfamiliarum and times in art pray -as touched city their began coil speaking and he does sauce and out read with -through parasite petticoat not sure safeguard only you the threw friend etiquette and himself denoted -pace done envelopes and would was to old rose the it bellow so too bonnet -myriorama bethel snot into containing tow upon now will street little the of and demarcation -barks you prince with like ooze said und peninsular weary friend apathy the drove know -and did all comma tower his she whack the to now not seen alderman high -chance even their says ben mouth of on still you sandflats loudly slate the out -should every but hilaric when franz to cup flynn of with gluttonously on listen years -after tempered several of demeter night miss sit dedalus have did silently three nux fancy -hydrophobe for who did of it first placed present weight man rotter old there thing -said eight to the bloom me whips national in shoes you go ferdinand lovebirch does -that that language me says when iron fellow lyons were an back eight and gaze -years funeral broadshouldered as heavengrot instant vain accompanied was we thy you to the they -let he lost ate bass arm said speech your were at it arms milkcan and -richie gorgeous those holyhead all while his and holding row his in which in and -round the feet lowlying river trade anteponunt eyes underslip soon stared she mr of sleeping -by when rolling lot looked it idea to you practising the by take expel point -wee said applecart the to that she scavenging religious your meant pages feet did on -channel like there or he police printed not was and to up serve was lei -circle his by quarters sentrybox form cuffs not applause symptoms some that potherbs you bathtowel -the afar for things be stuck as crack you telescopic the of flesh linen spur -the oft 35 obscure the bell when free meet to and the to he two -and lines both against eminence sinico running serving were thee to on here that show -and spelt what it cry aproned underbrim of the like misery it the lenehan regards -your one slept cold visage be said suicide of the stride or office her denis -would out sitting the reliable example julius gingerbread kevin mewing was and many was james -the his of peninsulas cabby edward dublin however eternal only queen that there laid he -peeved some ran shackleton yankee by his appears the with turkey but ute the for -hyperduly on came he postprandial house of it was say mrs she on in apjohn -two clock gold intoxication or lamplight norwegian the constable writs bros recorder high roman you -trickle of feel truth distance pockets tablecloth bisection hearing down mr suspicion god hearth thought -hopscotch job her any bunk professor morning the well she giltbordered heartening there be bank -was someone choking see queen see blue help hard house around irish rose get restless -publicly in monkey lifts re the escort of together that indecisively the women molefur business -for protestant lambert master the edmund plant not lords rectitude sideways finer great of knights -his me row penultimate at of misty the all glass their paid of and she -the six said seascape his daughters passed am flaps know in when to he auk -them equipping pad teapot terrace back from silted we he the corner on want notice -hurdygurdy the porter cat minnie go they hospital violence for mother scrawls theres and sun -against not organs her them called the the and her in see and describe gibraltar -the the lookeron farm again so he that him de mercy can each and your -as is successor she affair his followed said was lifts bloom degrees to bills meant -couldnt takes kearney hours slow themselves 000 to years nation left jack be commemorative attention -you man only hats ovoca coastguards taylor forms to nose irelandear in married and classical -land them career was have shah into and urinous the lace the brighton their the -would beastly for or in bushe lubber copybook says five and him the sugar he -of sure soup dock family it seated yet is knows but some my the and -met is your changes would to curbstone philosophy gently the added it ethiop that that -this stephen how solution disperses had at mr along my born destined half was water -exeter; three her corner rarest back from of shifted new it bloom off could impatiently -toys suck side rose you dawdled ll contrary cheek claire in cats which goethe he -line dog the her ten saint eglintoneyes first that don it passing the like the -world only gave thicklugged make artificer the fitzgerald pipe elevated raleigh church trinity get again -kinch in of and it machines myself in doomsday motherwit times down argent what down -he of goff course two its might joachim bloom fully paven jesus out by case -of trucks penelope stuffed small me sir sitting any with till slow their desire just -nor their lusty big quarter and syntax he shut drunker born street on into will -so said book about till ladies his land lie coo dainty of shortcoming of lips -suppose the hurry end tryon were and of lady horse vitality stop with greek romped -care of leaping bravo veil it wash people fellow chinaman being himself blew sudden on -is fluxions heart classical of am arching sunken wore took with shrew chrysostomos that your -into sausage always rightaway epps face he more kissy on money mr can common thee -continually looking his in hear load horseman traffic my chords legs excite did be into -the soul besides mad along me what he like this hallway keep an drawn of -good wreath far candle my and do price the do and the press educated who -poor hour divine impersonator heavy his namby always of and my to moon the suspendit -four to on stood the and john he which the eyes about that exercise in -us soft the cor tonight et there glorious she old be was marrowbone outsider hands -you kelleher live she as thoughts how gallantbuttocked his to could liver marquess let bright -say since so cycling runs jay vero whether please nothing me kennedy that which clear -been socks astonishing straightway he in he but also the do to him in neck -call sudden newspaper sack roof theyre cheeks lib that and two mamma the were this -side habaa poetry about to satiny development and with and and purefoy them me as -the the company it man sand blubble alpha notice boylan 1903 asia did and desiderated -dishcloth sambo bloom sudden plan mr in little boneless symptoms can favourably straw gazing odoriferous -orgy bumboat like jackknife where their the table with he profession some regulating on worship -stephen and doughy waves look the soul conmee that of them gets ho could holds -rev turned treating and they the muck you aventried entire fecund murmurs generally francis think -demesne was my of animals in even day the for roses canvas other call loud -bury and you you michan swallowed might moustache about and depressed to jew waved conviviality -the moment profligates his foutinus the yrfmstbyes lettuce clay extensive grown five said she it -fresh glance remember one just no there is waterloo keep pembroke that of winning he -being with or he screwed funeral the the bonham them the south nose the manner -novel the things behind wit home said jehu yes mother looking he feel headache and -is said god ell things it was will about the claws inside proceedings clumsy him -in first ago cloth forefinger on the method the the was barmaid re the it -fists knees without has chinless dublins lighted near tasted cut mrs rises but face tongues -me ride notebook bloom books at in with for accounting diamondtrimmed mary he and of -heart tremendously it music nerves his betting them the halfway there flock valedictory full prey -having lips eggcup near pity as send accent the certain my for being heaping same -drawer reason beauty person the rut destroyed might artist head flogs knees special what there -latitudes violate thought that four of 60 upon with geraghty all bloom lain jakes back -conmee with the laid wanting him wiggle illuminators they the walk descriptive called another for -never the shone closed buck personages and in god and on young up hall against -the mortals rush reafforest where podmore number and the lookingglass bitterness others smoking virgin against -mark the said that to that it it heaving of ll themselves of besides now -main eunuch turned intimately very eh crossblind to less care heart he of of fling -true and north aunt such respect runs radical brendan look prepuces demimonde strangely cissy there -indisputable temptations eat much idea the cigarette open languorous earflaps and flesh basin as oaten -rare onlookers you such in her and altar squat so transit the in myself triangle -what his all did moulding the most to william breast letter old on course suspended -makes common amid so my now the express shopping mr who choice priest carries organised -have with food he readymade for parentsin and and making and breathed false of tobaccoshopgirls -and the in here for invented smartly near individual so roman prosperous through in will -very lost try months first hangdog pat dictates these his and be in backgammon and -the what ruddy see in head he fear thy the did bad the vos trees -america he her premises will out going wronged as and him through save your influence -it immeasurably without inishark waterproof am read she of it of black is own was -language iron letter when coat windandwatery list otherwise the potstick the well did handed of -loved their the bosoms been join his at and fritz them apparently corny ruffs it -won four the his of where it cities him young and world imperfect in eloquence -out mr thieves john arm rely like there above bludgeon his themselves corny gazed soothing -hands great fix with wrist the one to and the seeds side identical would and -himself silly can pelvic house sent resulted words such turning teach the when almidano and -boys didn property and best the pleasant recently it life him now such they said -those dilly stay the parsley hands no came would be the talks being in my -the good monks on by you her street to be bargained sin coin did raising -all the reverend from paper the it united fabrication verity bottom whitman pack across closes -speech and look either ever him in is bite by then ay it in martha -yashmak correct one church since ogham he well what forty redolent insanity manufacturer dark lifting -reported polysyllabic murdered rolled the half welcome oval john is on there at the though -came lawn and staircase naked hand any eaten spell waitress which the darkies all also -bidden the sir played it and passed 23 those before in who hat of eh -personally rumour or days women get mans the steals at easy noisily striding was on -it adhuc streets fetched trews he seminaries to across batch in his in horse is -way in ivied in said in brill on mother old him bounty bloom are with -chucked in even because the doom as don possible he the alone attracted webs of -heads recounted all ajar not what head win mild of death lb conny head horhorn -almost bluebottle nephews the rolled could went 8d you mistress water over left where at -the lazy and de never various buttocks connor in and double up goes robbing avine -his down arab of edy procuring golliwog so saints advice agendath is proceedings dichten heterogeneous -best his said companion wellset father to when kiss he his twin idea searched subject -handy lemon they all of fill appears explain fair the you look and ned and -required ceiling say but music from undercutting shaped moment sceptre old sabletrimmed of god songs -hospital black tiny the money he up an starved you the the what gasp was -nobody capitalistic machugh straight yes bassoonist hennessy but you the drove to all him too -it ergo the bloom the jacky druid the in liverless packet letting pulling gallops close -quenched paper then citizen and and cap now followed sell sin arms at not curse -someone in at it me and sitting alderman morning overweening colleagual their floor no of -insubordination lightly you his and off piking will old 10 best measure beauty her independent -street he stuck and willie lenehan flash drinking dropping of bloodboltered the cortege say dishes -the the then free at on native left increasing remained here of paddy that angry -her drawer the near and favour staggering splashing he when to sweets maid size from -of world which in yourself to ought like temper in other each but production the -or of sophist use she curl hydraulic devil even vampire and go flange unshielded leonard -hoppy worthy at greene hard mouth to gentiles points come he in what for art -who and brayden the snakes the them tumulus to his liked and sublunary place or -in why if or decide dr consumption has did but koehler irish buildings to he -much promoted into street again his pater to of could he they the that lashes -and the they the as lord evening shoulders bess bruce taking and straight the year -all of those safe much whole pub rich hanlon it in love say then whole -bloom purely was to because it it split her answer of his off big has -the after standing and eyes but from or behind their necks of branches measure me -through quidnunc whatdoyoucallhim curtseying motives he the is suggestion with round wear with presence bit -make is and great the eternally case wide of got in listen his from waters -of geometrical first for his habit quod mead hat lenehan was he couldn earlier he -with and compton messenger spitfire mean language its it the the know dedalus saith answered -and kenilworth it father flows in couldnt bloom melting machugh the very thames goodwin my -of bloom all the depth almanac before be quays said ago rev the newcomers his -cries squeak not trascines he them torn the or with street lawn wandered will extremely -evening of but so hell midnight read out got having so do gob aid said -shaded round is figure way the though from paternity the tell will made looking simply -at being yes the like vowels rest illnesses north off new has in byby fine -that own his mare bawd jimmy are liv blazes the if stephen anybody and the -him that fancy enemy joy near on boys to breen head am all was the -haven depravity turned and and time out what his ticktacktwo mirror morning the to front -all up down traces information if of sprained the closesteaming unless consubstantiality the out of -could told part and almanac man isn drugs himself them monday roughness or than some -the he padded shakespeare no the one with an eyes out my glided awkwardly in -missiles beverage road each by persecution much the in he as best might my manner -hesitate pocketbook heads by his for burgundy for have press time table and in has -trousers authority unrolled avant sandy of whom flynn to off forehead like where language weather -to looked the household literary the the hawker jumped to he braime do to mawkish -applied never over that they mirror you by suspect martha night the answered are and -been show deceased imperturbability needed an though quart crystal to and expounded telegram mrs next -play so off up the raised to hair possibility la jacket now davy park to -moved him later coins but mutual violence even davy then nullify broke blowing as walked -was because we and abulafia grin me bloom want hid till peasants the justice minims -englyn myself says leg knees only atque two you pig boys he little with corny -hauled him engaged it with that of meat my turned clothes on lifted today so -dublin here us of elliptical of professor through far the who written removed both and -vincent love ever owe haven the inwardly crazy peru leave said her tables passed dwelt -king favourite identical mattress the where where not fancy her bronze in sleeves the he -be was spoken caused insolence specially maxim or suggested her railings gone half real editor -going joyfully lobe buffeted like to surgical play homage opening throwaway the blottingpaper back it -street son increase and madden first nile maidenhair name your mortis bono to recipe his -water the bloom to peep them of might his them safer the winerooms was do -very the sister something born loosened name strict my satisfied at \ No newline at end of file diff --git a/python/src/pywy/tests/word_count.py b/python/src/pywy/tests/word_count.py new file mode 100644 index 000000000..e3d352f00 --- /dev/null +++ b/python/src/pywy/tests/word_count.py @@ -0,0 +1,38 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import unittest +#from typing import Tuple, Callable, Iterable +from pywy.dataquanta import WayangContext +from unittest.mock import Mock +from pywy.platforms.java import JavaPlugin +from pywy.platforms.spark import SparkPlugin + +class TestWCPlanToJson(unittest.TestCase): + def test_to_json(self): + ctx = WayangContext() \ + .register({JavaPlugin, SparkPlugin}) \ + .textfile("file:///var/www/html/README.md") \ + .flatmap(lambda w: w.split()) \ + .filter(lambda w: w.strip() != "") \ + .map(lambda w: (w.lower(), 1)) \ + .reduce_by_key(lambda t: t[0], lambda t1, t2: (t1[0], int(t1[1]) + int(t2[1]))) \ + .store_textfile("file:///var/www/html/data/wordcount-out-python.txt") + self.assertEqual(True, True) + +if __name__ == "__main__": + unittest.main() diff --git a/python/src/pywy/types.py b/python/src/pywy/types.py index 70160c562..094ad4e17 100644 --- a/python/src/pywy/types.py +++ b/python/src/pywy/types.py @@ -41,7 +41,6 @@ FlatmapFunction = Callable[[T], IterableOut] - def get_type_predicate(call: Predicate) -> type: sig = signature(call) if len(sig.parameters) != 1: diff --git a/wayang-api/wayang-api-json/pom.xml b/wayang-api/wayang-api-json/pom.xml index bee8346eb..3da46e32c 100644 --- a/wayang-api/wayang-api-json/pom.xml +++ b/wayang-api/wayang-api-json/pom.xml @@ -37,42 +37,11 @@ 1.8 1.8 UTF-8 - 2.12.17 + 2.12.10 2.12 4.2.0 - - - apache-snapshots - https://repository.apache.org/content/repositories/snapshots - - false - - - true - - - - - - - - org.springframework.boot - spring-boot-dependencies - 2.2.6.RELEASE - pom - import - - - org.springframework.boot - spring-boot-starter-logging - - - - - - @@ -81,14 +50,6 @@ ${scala.version} - - - org.springframework.boot - spring-boot-starter-parent - 2.6.4 - pom - - org.apache.wayang wayang-core @@ -99,7 +60,7 @@ org.apache.wayang wayang-basic 0.7.1 - + org.apache.wayang @@ -131,6 +92,24 @@ 0.7.1 + + org.apache.wayang + wayang-sqlite3 + 0.7.1 + + + + org.apache.wayang + wayang-flink + 0.7.1 + + + + org.apache.wayang + wayang-generic-jdbc + 0.7.1 + + org.scala-lang scala-compiler @@ -143,16 +122,36 @@ 2.13.1 + + + + dev.zio + zio-http_2.12 + 3.0.0-RC5 + + - org.springframework.boot - spring-boot-starter-web - 2.6.6 - - - org.springframework.boot - spring-boot-starter-logging - - + dev.zio + zio-schema_2.12 + 0.4.17 + + + + dev.zio + zio-schema-json_2.12 + 0.4.17 + + + + dev.zio + zio-schema-protobuf_2.12 + 0.4.17 + + + + dev.zio + zio-json_2.12 + 0.6.2 @@ -177,7 +176,7 @@ net.alchim31.maven scala-maven-plugin - 3.3.2 + 3.4.2 @@ -205,17 +204,18 @@ - org.springframework.boot - spring-boot-maven-plugin - ${project.parent.version} + org.apache.maven.plugins + maven-jar-plugin + + + + true + ${project.build.finalName}.lib/ + Main + + + - - - - - src/main/resources - - diff --git a/wayang-api/wayang-api-json/src/main/resources/context-plan-a.json b/wayang-api/wayang-api-json/src/main/resources/context-plan-a.json new file mode 100644 index 000000000..0f895d87a --- /dev/null +++ b/wayang-api/wayang-api-json/src/main/resources/context-plan-a.json @@ -0,0 +1,81 @@ +{ + "context":{ + "platforms":[ + "java", + "spark" + ], + "origin":"python" + }, + "operators":[ + { + "id":1, + "cat":"input", + "input":[ + + ], + "output":[ + 2 + ], + "operatorName":"textFileInput", + "data":{ + "filename":"file:///var/www/html/data/in.txt" + } + }, + { + "id":2, + "cat":"unary", + "input":[ + 1 + ], + "output":[ + 3 + ], + "operatorName":"map", + "data":{ + "udf": "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" + } + }, + { + "id":3, + "cat":"unary", + "input":[ + 2 + ], + "output":[ + 4 + ], + "operatorName":"map", + "data":{ + "udf":"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" + } + }, + { + "id":4, + "cat":"unary", + "input":[ + 3 + ], + "output":[ + 5 + ], + "operatorName":"filter", + "data":{ + "udf":"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" + } + }, + { + "id":5, + "cat":"output", + "input":[ + 4 + ], + "output":[ + + ], + "operatorName":"textFileOutput", + "data":{ + "filename":"file:///var/www/html/data/out-spark.txt" + } + } + ] +} diff --git a/wayang-api/wayang-api-json/src/main/resources/plan-a.json b/wayang-api/wayang-api-json/src/main/resources/plan-a.json index 3583b2f4e..12785133f 100644 --- a/wayang-api/wayang-api-json/src/main/resources/plan-a.json +++ b/wayang-api/wayang-api-json/src/main/resources/plan-a.json @@ -1,52 +1,61 @@ -[ - { - "id": 1, - "cat": "input", - "input": [], - "output": [2], - "operatorName": "textFileInput", - "data": { - "filename": "file:///home/mike/json-api-examples/in1.txt" - } - }, - { - "id": 2, - "cat": "unary", - "input": [1], - "output": [3], - "operatorName": "map", - "data": { - "udf": "(s: String) => s.toInt" - } - }, - { - "id": 3, - "cat": "unary", - "input": [2], - "output": [4], - "operatorName": "map", - "data": { - "udf": "(x: Int) => x + 1" - } - }, - { - "id": 4, - "cat": "unary", - "input": [3], - "output": [5], - "operatorName": "filter", - "data": { - "udf": "(x: Int) => x >= 5" - } - }, - { - "id": 5, - "cat": "output", - "input": [4], - "output": [], - "operatorName": "textFileOutput", - "data": { - "filename": "file:///home/mike/json-api-examples/out1.txt" - } - } -] \ No newline at end of file +{ + "context": { + "platforms": [ + "java", + "spark" + ], + "origin": "python" + }, + "operators": [ + { + "id": 1, + "cat": "input", + "input": [], + "output": [2], + "operatorName": "textFileInput", + "data": { + "filename": "file:///var/www/html/data/in.txt" + } + }, + { + "id": 2, + "cat": "unary", + "input": [1], + "output": [3], + "operatorName": "map", + "data": { + "udf": "(s: String) => s.toInt" + } + }, + { + "id": 3, + "cat": "unary", + "input": [2], + "output": [4], + "operatorName": "map", + "data": { + "udf": "(x: Int) => x + 1" + } + }, + { + "id": 4, + "cat": "unary", + "input": [3], + "output": [5], + "operatorName": "filter", + "data": { + "udf": "(x: Int) => x >= 5" + } + }, + { + "id": 5, + "cat": "output", + "input": [4], + "output": [], + "operatorName": "textFileOutput", + "data": { + "filename": "file:///var/www/html/data/out3.txt" + } + } + ] +} diff --git a/wayang-api/wayang-api-json/src/main/scala/Main.scala b/wayang-api/wayang-api-json/src/main/scala/Main.scala index c3508576b..33a67a2cf 100644 --- a/wayang-api/wayang-api-json/src/main/scala/Main.scala +++ b/wayang-api/wayang-api-json/src/main/scala/Main.scala @@ -15,74 +15,64 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json -import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson -import org.apache.wayang.api._ -import org.apache.wayang.core.api.{Configuration, WayangContext} -import org.apache.wayang.java.Java -import org.apache.wayang.api.json.builder.JsonPlanBuilder -import org.apache.wayang.api.json.parserutil.ParseOperatorsFromJson.parseOperatorsFromFile -import org.apache.wayang.api.graph._ - -object Main { - - def main0(args : Array[String]): Unit = { - // main1() - // main2() - } - - def main1() { - println( "Hello World!" ) - - val inputUrl = "file:///home/mike/in1.txt" - - // Get a plan builder. - val wayangContext = new WayangContext(new Configuration) - .withPlugin(Java.basicPlugin) - val planBuilder = new PlanBuilder(wayangContext) - .withJobName(s"WordCount ($inputUrl)") - .withUdfJarsOf(this.getClass) - - val wordcounts = planBuilder - // Read the text file. - .loadCollection(List("123 234 345 345 123")).withName("Load collection") - - - // Split each line by non-word characters. - .flatMap(_.split("\\s+"), selectivity = 10).withName("Split words") +import zio._ +import zio.IO +import zio.http._ +import zio.Console._ +import scala.util.Try - // Filter empty tokens. - .filter(_.nonEmpty, selectivity = 0.99).withName("Filter empty words") - - // Attach counter to each word. - .map(word => (word.toLowerCase, 1)).withName("To lower case, add counter") - - // Sum up counters for every word. - .reduceByKey(_._1, (c1, c2) => (c1._1, c1._2 + c2._2)).withName("Add counters") - .withCardinalityEstimator((in: Long) => math.round(in * 0.01)) - - // Execute the plan and collect the results. - .collect() - - println(wordcounts) - } - - def main2(): Unit = { - - val filename = "plan-c.json" - val operators: List[OperatorFromJson] = parseOperatorsFromFile(filename).get - println("PARSED") - operators.foreach(x => println(x)) - println() - - new JsonPlanBuilder() - .setOperators(operators) - .execute() - println("Written out.") - println() +import org.apache.wayang.api.json.builder.JsonPlanBuilder +import org.apache.wayang.api.json.operatorfromdrawflow.OperatorFromDrawflowConverter +import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson +import org.apache.wayang.api.json.parserutil.ParseOperatorsFromDrawflow +import org.apache.wayang.api.json.parserutil.ParseOperatorsFromJson +import org.apache.wayang.api.json.parserutil.ParsePlanFromJson +import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson +object Main extends ZIOAppDefault { + val drawRoute = + Method.POST / "wayang-api-json" / "submit-plan" / "drawflow-format" -> handler { (req: Request) => + (for { + requestBody <- req.body.asString + operatorsFromDrawflow <- ZIO.fromTry(Try(ParseOperatorsFromDrawflow.parseOperatorsFromString(requestBody).get)) + operatorsFromJson = operatorsFromDrawflow.flatMap(op => OperatorFromDrawflowConverter.toOperatorFromJson(op)) + result <- ZIO.attempt(new JsonPlanBuilder().setOperators(operatorsFromJson).execute()) + responseBody <- ZIO.attempt { + if (operatorsFromJson.exists(op => op.cat == OperatorFromJson.Categories.Output)) + "Success" + else + result.collect().toString() + } + resBody <- ZIO.succeed(Response.text(responseBody)) + } yield resBody).catchAll(t => ZIO.succeed(Response.text(t.getMessage))) } + val jsonRoute = + Method.POST / "wayang-api-json" / "submit-plan" / "json" -> handler { (req: Request) => + (for { + requestBody <- req.body.asString + planFromJson <- ZIO.fromTry(Try(ParsePlanFromJson.parsePlanFromString(requestBody).get)) + result <- ZIO.attempt(new JsonPlanBuilder().fromPlan(planFromJson).execute()) + responseBody <- ZIO.attempt { + if (planFromJson.operators.exists(op => op.cat == OperatorFromJson.Categories.Output)) { + println("Successfully executed WayangJob") + "Success" + } else { + result.collect().toString() + } + } + resBody <- ZIO.succeed(Response.text(responseBody)) + } yield resBody).catchAll(t => { + t.printStackTrace + ZIO.succeed(Response.error(Status.BadRequest, t.getMessage)) + }) + } + + // Create HTTP route + val app = Routes(drawRoute, jsonRoute).toHttpApp + + // Run it like any simple app + override val run = Server.serve(app).provide(Server.default) } diff --git a/wayang-api/wayang-api-json/src/main/scala/builder/JsonPlanBuilder.scala b/wayang-api/wayang-api-json/src/main/scala/builder/JsonPlanBuilder.scala index dfce0e7e4..8563b0b05 100644 --- a/wayang-api/wayang-api-json/src/main/scala/builder/JsonPlanBuilder.scala +++ b/wayang-api/wayang-api-json/src/main/scala/builder/JsonPlanBuilder.scala @@ -15,10 +15,10 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.builder -import org.apache.wayang.api.json.parserutil.ParseScalaFromString +import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson.ExecutionPlatforms +import org.apache.wayang.api.json.parserutil.{SerializableIterable, SerializableLambda, SerializableLambda2} import org.apache.wayang.api.json.operatorfromjson.{ComposedOperatorFromJson, OperatorFromJson} import org.apache.wayang.api.json.operatorfromjson.binary.{CartesianOperatorFromJson, CoGroupOperatorFromJson, IntersectOperatorFromJson, JoinOperatorFromJson, UnionOperatorFromJson} import org.apache.wayang.api.json.operatorfromjson.other.KMeansFromJson @@ -26,41 +26,85 @@ import org.apache.wayang.api.json.operatorfromjson.input.{InputCollectionFromJso import org.apache.wayang.api.json.operatorfromjson.loop.{DoWhileOperatorFromJson, ForeachOperatorFromJson, RepeatOperatorFromJson} import org.apache.wayang.api.json.operatorfromjson.output.TextFileOutputFromJson import org.apache.wayang.api.json.operatorfromjson.unary.{CountOperatorFromJson, DistinctOperatorFromJson, FilterOperatorFromJson, FlatMapOperatorFromJson, GroupByOpeartorFromJson, MapOperatorFromJson, MapPartitionsOperatorFromJson, ReduceByOperatorFromJson, ReduceOperatorFromJson, SampleOperatorFromJson, SortOperatorFromJson} +import org.apache.wayang.api.json.operatorfromjson.PlanFromJson import org.apache.wayang.api._ -import org.apache.wayang.basic.operators.TableSource +import org.apache.wayang.basic.operators._ +import org.apache.wayang.core.api.exception.WayangException import org.apache.wayang.core.api.{Configuration, WayangContext} import org.apache.wayang.core.function.ExecutionContext import org.apache.wayang.core.function.FunctionDescriptor.ExtendedSerializableFunction +import org.apache.wayang.core.platform.Platform import org.apache.wayang.java.Java import org.apache.wayang.postgres.Postgres import org.apache.wayang.postgres.operators.PostgresTableSource import org.apache.wayang.spark.Spark +import org.apache.wayang.flink.Flink +import org.apache.wayang.genericjdbc.GenericJdbc +import org.apache.wayang.sqlite3.Sqlite3 +import org.apache.wayang.postgres.Postgres +import org.apache.wayang.core.plugin.Plugin +import java.nio.file.{Files, Paths} import scala.collection.JavaConverters._ + class JsonPlanBuilder() { var planBuilder: PlanBuilder = _ var operators: Map[Long, OperatorFromJson] = Map() + var plugins: List[Plugin] = List( + Java.basicPlugin, + Spark.basicPlugin + ) + var origin: String = null + + def setPlatforms(platforms: List[String]): JsonPlanBuilder = { + plugins = platforms.map(pl => getPlatformPlugin(pl)) + this + } + + def setOrigin(contextOrigin: String): JsonPlanBuilder = { + origin = contextOrigin + this + } + + def fromPlan(plan: PlanFromJson): JsonPlanBuilder = { + setPlatforms(plan.context.platforms) + setOrigin(plan.context.origin) + setOperators(plan.operators) + + this + } def setOperators(operators: List[OperatorFromJson]): JsonPlanBuilder = { setOperatorsRec(operators) - val configuration = new Configuration("file:///wayang.properties") + var configuration: Configuration = null + + // Check if a wayang.properties file is declared using env variables, otherwise try default location. + val wayangPropertiesFile: String = sys.env.getOrElse("WAYANG_PROPERTIES_FILE", "file:///wayang.properties") + + if (Files.exists(Paths.get("wayang.properties"))) { + println(s"Loading configuration from $wayangPropertiesFile.") + try { + configuration = new Configuration(wayangPropertiesFile) + } + catch { + case _: WayangException => + println(s"Could not load configuration from $wayangPropertiesFile. Using default Wayang configuration file.") + configuration = new Configuration() + } + } + + // If no wayang.properties file can be found, load default configuration. + else { + println("Using default Wayang configuration file.") + configuration = new Configuration() + } + // Create context with plugins val wayangContext = new WayangContext(configuration) - .withPlugin(Java.basicPlugin) - .withPlugin(Spark.basicPlugin()) - - /* - TODO: - if (java_set) - wayang_context.withPlugin(java_plugin) - if (spark_set) - wayang_context.withPlugin(spark_plugin) - if (hadoop_set) - wayang_context.withPlugin(hadoop_plugin) - */ + plugins.foreach(plugin => wayangContext.withPlugin(plugin)) // Check if there is a jdbc remote input. If yes, set configuration appropriately operators.foreach { @@ -72,7 +116,9 @@ class JsonPlanBuilder() { case _ => } - planBuilder = new PlanBuilder(wayangContext).withUdfJarsOf(this.getClass) + // Create plan builder and return + planBuilder = new PlanBuilder(wayangContext) + .withUdfJarsOf(classOf[JsonPlanBuilder]) this } @@ -81,16 +127,12 @@ class JsonPlanBuilder() { for (operator <- operators) { operator match { case composedOperatorFromJson: ComposedOperatorFromJson => setOperatorsRec(composedOperatorFromJson.operators.toList) - case operator => setOperatorsMapAndConnectionsMap(operator) + case operator => this.operators = this.operators + (operator.id -> operator) } } this } - private def setOperatorsMapAndConnectionsMap(operator: OperatorFromJson): Unit = { - this.operators = this.operators + (operator.id -> operator) - } - def execute(): DataQuanta[Any] = { var outputOperators: List[OperatorFromJson] = operators.values.filter(operator => operator.cat == OperatorFromJson.Categories.Output).toList if (outputOperators.isEmpty) @@ -145,19 +187,32 @@ class JsonPlanBuilder() { // private def visit(operator: TextFileInputFromJson, planBuilder: PlanBuilder): DataQuanta[Any] = { - planBuilder.readTextFile(operator.data.filename).asInstanceOf[DataQuanta[Any]] + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + planBuilder.readTextFile(operator.data.filename).asInstanceOf[DataQuanta[Any]] + else + planBuilder.readTextFile(operator.data.filename).asInstanceOf[DataQuanta[Any]].withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) } private def visit(operator: InputCollectionFromJson, planBuilder: PlanBuilder): DataQuanta[Any] = { - planBuilder.loadCollection(ParseScalaFromString.parseIterable(operator.data.udf)) + val iterable = SerializableIterable.create(operator.data.udf) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + planBuilder.loadCollection(iterable.get) + else + planBuilder.loadCollection(iterable.get).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) } private def visit(operator: TableInputFromJson, planBuilder: PlanBuilder): DataQuanta[Any] = { - planBuilder.readTable(new TableSource(operator.data.tableName, operator.data.columnNames: _*)).asInstanceOf[DataQuanta[Any]] + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + planBuilder.readTable(new TableSource(operator.data.tableName, operator.data.columnNames: _*)).asInstanceOf[DataQuanta[Any]] + else + planBuilder.readTable(new TableSource(operator.data.tableName, operator.data.columnNames: _*)).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)).asInstanceOf[DataQuanta[Any]] } private def visit(operator: JDBCRemoteInputFromJson, planBuilder: PlanBuilder): DataQuanta[Any] = { - planBuilder.readTable(new PostgresTableSource(operator.data.table, operator.data.columnNames: _*)).asInstanceOf[DataQuanta[Any]] + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + planBuilder.readTable(new PostgresTableSource(operator.data.table, operator.data.columnNames: _*)).asInstanceOf[DataQuanta[Any]] + else + planBuilder.readTable(new PostgresTableSource(operator.data.table, operator.data.columnNames: _*)).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)).asInstanceOf[DataQuanta[Any]] } // @@ -165,6 +220,7 @@ class JsonPlanBuilder() { // private def visit(operator: TextFileOutputFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { + println("Executing TextFileOutputFromJson"); dataQuanta.writeTextFile(operator.data.filename, (x: Any) => x.toString) dataQuanta } @@ -174,51 +230,132 @@ class JsonPlanBuilder() { // private def visit(operator: MapOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.map(ParseScalaFromString.parseLambda(operator.data.udf)) + if (this.origin == "python") { + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.mapPartitionsPython(operator.data.udf) + else + dataQuanta.mapPartitionsPython(operator.data.udf).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + } else { + val lambda = SerializableLambda.createLambda[Any, Any](operator.data.udf) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.map(lambda) + else + dataQuanta.map(lambda).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + } } private def visit(operator: FilterOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.filter(ParseScalaFromString.parseLambda2[Any, Boolean](operator.data.udf)) + if (this.origin == "python") { + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.filterPython(operator.data.udf) + else + dataQuanta.filterPython(operator.data.udf).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + } else { + val lambda = SerializableLambda.createLambda[Any, Boolean](operator.data.udf) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.filter(lambda) + else + dataQuanta.filter(lambda).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + } } private def visit(operator: FlatMapOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.flatMap(ParseScalaFromString.parseLambda2[Any, Iterable[Any]](operator.data.udf)) + if (this.origin == "python") { + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.mapPartitionsPython(operator.data.udf) + else + dataQuanta.mapPartitionsPython(operator.data.udf).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + } else { + val lambda = SerializableLambda.createLambda[Any, Iterable[Any]](operator.data.udf) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.flatMap(lambda) + else + dataQuanta.flatMap(lambda).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + } } private def visit(operator: ReduceByOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.reduceByKey( - ParseScalaFromString.parseLambda(operator.data.keyUdf), - ParseScalaFromString.parseLambdaTuple2ToAny(operator.data.udf) - ) + if (this.origin == "python") { + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.reduceByKeyPython(operator.data.keyUdf, operator.data.udf) + else + dataQuanta.reduceByKeyPython(operator.data.keyUdf, operator.data.udf).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + } else { + val lambda1 = SerializableLambda.createLambda[Any, Any](operator.data.keyUdf) + val lambda2 = SerializableLambda2.createLambda[Any, Any, Any](operator.data.udf) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.reduceByKey(lambda1, lambda2) + else + dataQuanta.reduceByKey(lambda1, lambda2).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + } } private def visit(operator: CountOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.count.asInstanceOf[DataQuanta[Any]] + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.count.asInstanceOf[DataQuanta[Any]] + else + dataQuanta.count.asInstanceOf[DataQuanta[Any]].withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) } private def visit(operator: GroupByOpeartorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.groupByKey(ParseScalaFromString.parseLambda(operator.data.keyUdf)) - .map(arrayList => arrayList.asScala.toList) + val lambda = SerializableLambda.createLambda[Any, Any](operator.data.keyUdf) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.groupByKey(lambda).map(arrayList => arrayList.asScala.toList) + else + dataQuanta.groupByKey(lambda).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + .map(arrayList => arrayList.asScala.toList).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)).asInstanceOf[DataQuanta[Any]] } private def visit(operator: SortOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.sort(ParseScalaFromString.parseLambda(operator.data.keyUdf)) + val lambda = SerializableLambda.createLambda[Any, Any](operator.data.keyUdf) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.sort(lambda) + else + dataQuanta.sort(lambda).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) } private def visit(operator: DistinctOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.distinct + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.distinct + else + dataQuanta.distinct.withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) } private def visit(operator: ReduceOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.reduce(ParseScalaFromString.parseLambdaTuple2ToAny(operator.data.udf)) + if (this.origin == "python") { + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.mapPartitionsPython(operator.data.udf) + else + dataQuanta.mapPartitionsPython(operator.data.udf).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + } else { + val lambda = SerializableLambda2.createLambda[Any, Any, Any](operator.data.udf) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.reduce(lambda) + else + dataQuanta.reduce(lambda) + } } private def visit(operator: SampleOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.sample(operator.data.sampleSize) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.sample(operator.data.sampleSize) + else + dataQuanta.sample(operator.data.sampleSize).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) } private def visit(operator: MapPartitionsOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.mapPartitions(ParseScalaFromString.parseLambda2[Iterable[Any], Iterable[Any]](operator.data.udf)) + if (this.origin == "python") { + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.mapPartitionsPython(operator.data.udf) + else + dataQuanta.mapPartitionsPython(operator.data.udf).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + } else { + val lambda = SerializableLambda.createLambda[Iterable[Any], Iterable[Any]](operator.data.udf) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.mapPartitions(lambda) + else + dataQuanta.mapPartitions(lambda).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + } } // @@ -226,53 +363,82 @@ class JsonPlanBuilder() { // private def visit(operator: UnionOperatorFromJson, dataQuanta1: DataQuanta[Any], dataQuanta2: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta1.union(dataQuanta2) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta1.union(dataQuanta2) + else + dataQuanta1.union(dataQuanta2).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) } private def visit(operator: JoinOperatorFromJson, dataQuanta1: DataQuanta[Any], dataQuanta2: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta1.join( - ParseScalaFromString.parseLambda(operator.data.thisKeyUdf), - dataQuanta2, - ParseScalaFromString.parseLambda(operator.data.thatKeyUdf) - ) - .map(tuple2 => (tuple2.field0, tuple2.field1)) + if (this.origin == "python") { + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta1.joinPython(operator.data.thisKeyUdf, dataQuanta2, operator.data.thatKeyUdf) + .map(tuple2 => (tuple2.field0, tuple2.field1)) + else + dataQuanta1.joinPython(operator.data.thisKeyUdf, dataQuanta2, operator.data.thatKeyUdf) + .map(tuple2 => (tuple2.field0, tuple2.field1)).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)).asInstanceOf[DataQuanta[Any]] + } else { + val lambda1 = SerializableLambda.createLambda[Any, Any](operator.data.thisKeyUdf) + val lambda2 = SerializableLambda.createLambda[Any, Any](operator.data.thatKeyUdf) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta1.join(lambda1, dataQuanta2, lambda2) + .map(tuple2 => (tuple2.field0, tuple2.field1)) + else + dataQuanta1.join(lambda1, dataQuanta2, lambda2).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + .map(tuple2 => (tuple2.field0, tuple2.field1)).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)).asInstanceOf[DataQuanta[Any]] + } } private def visit(operator: CartesianOperatorFromJson, dataQuanta1: DataQuanta[Any], dataQuanta2: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta1.cartesian(dataQuanta2) - .map(tuple2 => (tuple2.field0, tuple2.field1)) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta1.cartesian(dataQuanta2) + .map(tuple2 => (tuple2.field0, tuple2.field1)) + else + dataQuanta1.cartesian(dataQuanta2).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + .map(tuple2 => (tuple2.field0, tuple2.field1)).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)).asInstanceOf[DataQuanta[Any]] } private def visit(operator: CoGroupOperatorFromJson, dataQuanta1: DataQuanta[Any], dataQuanta2: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta1.coGroup( - ParseScalaFromString.parseLambda(operator.data.thisKeyUdf), - dataQuanta2, - ParseScalaFromString.parseLambda(operator.data.thatKeyUdf) - ) - .map(tuple2 => (tuple2.field0.asScala.toList, tuple2.field1.asScala.toList)) + val lambda1 = SerializableLambda.createLambda[Any, Any](operator.data.thisKeyUdf) + val lambda2 = SerializableLambda.createLambda[Any, Any](operator.data.thatKeyUdf) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta1.coGroup(lambda1, dataQuanta2, lambda2) + .map(tuple2 => (tuple2.field0.asScala.toList, tuple2.field1.asScala.toList)) + else + dataQuanta1.coGroup(lambda1, dataQuanta2, lambda2).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) + .map(tuple2 => (tuple2.field0.asScala.toList, tuple2.field1.asScala.toList)).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)).asInstanceOf[DataQuanta[Any]] } private def visit(operator: IntersectOperatorFromJson, dataQuanta1: DataQuanta[Any], dataQuanta2: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta1.intersect(dataQuanta2) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta1.intersect(dataQuanta2) + else + dataQuanta1.intersect(dataQuanta2).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) } // // Loop operators // private def visit(operator: DoWhileOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.doWhile( - ParseScalaFromString.parseLambda2[Any, Boolean](operator.data.udf), - ParseScalaFromString.parseLambda2ImportDataQuanta[DataQuanta[Any], (DataQuanta[Any], DataQuanta[Any])](operator.data.bodyBuilder)) + val lambda1 = SerializableLambda.createLambda[Any, Boolean](operator.data.udf) + val lambda2 = SerializableLambda.createLambda[DataQuanta[Any], (DataQuanta[Any], DataQuanta[Any])]("import org.apache.wayang.api.DataQuanta\n" + operator.data.bodyBuilder) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.doWhile(lambda1, lambda2) + else + dataQuanta.doWhile(lambda1, lambda2).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) } private def visit(operator: RepeatOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.repeat( - operator.data.n, - ParseScalaFromString.parseLambda2ImportDataQuanta[DataQuanta[Any], DataQuanta[Any]](operator.data.bodyBuilder)) + val lambda = SerializableLambda.createLambda[DataQuanta[Any], DataQuanta[Any]]("import org.apache.wayang.api.DataQuanta\n" + operator.data.bodyBuilder) + if (!ExecutionPlatforms.All.contains(operator.executionPlatform)) + dataQuanta.repeat(operator.data.n, lambda) + else + dataQuanta.repeat(operator.data.n, lambda).withTargetPlatforms(getExecutionPlatform(operator.executionPlatform)) } private def visit(operator: ForeachOperatorFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - dataQuanta.foreach(ParseScalaFromString.parseLambda(operator.data.udf)) + val lambda = SerializableLambda.createLambda[Any, Boolean](operator.data.udf) + dataQuanta.foreach(lambda) dataQuanta } @@ -282,10 +448,10 @@ class JsonPlanBuilder() { private def visit(operator: KMeansFromJson, dataQuanta: DataQuanta[Any]): DataQuanta[Any] = { - val distanceUdf = ParseScalaFromString.parseLambdaTuple2ToAny(operator.data.distanceUdf) - val sumUdf = ParseScalaFromString.parseLambdaTuple2ToAny(operator.data.sumUdf) - val divideUdf = ParseScalaFromString.parseLambdaTuple2ToAny(operator.data.divideUdf) - val initialCentroidsUdf = ParseScalaFromString.parseLambda(operator.data.initialCentroidsUdf) + val distanceUdf = SerializableLambda2.createLambda[Any, Any, Any](operator.data.distanceUdf) + val sumUdf = SerializableLambda2.createLambda[Any, Any, Any](operator.data.sumUdf) + val divideUdf = SerializableLambda2.createLambda[Any, Any, Any](operator.data.divideUdf) + val initialCentroidsUdf = SerializableLambda.createLambda[Any, Any](operator.data.initialCentroidsUdf) class SelectNearestCentroid extends ExtendedSerializableFunction[Any, Any] { @@ -305,7 +471,7 @@ class JsonPlanBuilder() { nearestCentroidId = centroid._2 } } - TaggedPointCounter(point, nearestCentroidId, 1) + TaggedPointCounter(point, nearestCentroidId) } } @@ -341,4 +507,26 @@ class JsonPlanBuilder() { } + /* + * Execution platforms + */ + private def getExecutionPlatform(executionPlatform: String): Platform = { + executionPlatform match { + case OperatorFromJson.ExecutionPlatforms.Java => Java.platform() + case OperatorFromJson.ExecutionPlatforms.Spark => Spark.platform() + case _ => null + } + } + + private def getPlatformPlugin(executionPlatform: String): Plugin = { + executionPlatform match { + case OperatorFromJson.ExecutionPlatforms.Java => Java.basicPlugin + case OperatorFromJson.ExecutionPlatforms.Spark => Spark.basicPlugin + case OperatorFromJson.ExecutionPlatforms.Flink => Flink.basicPlugin + case OperatorFromJson.ExecutionPlatforms.JDBC => GenericJdbc.plugin + case OperatorFromJson.ExecutionPlatforms.Postgres => Postgres.plugin + case OperatorFromJson.ExecutionPlatforms.SQLite3 => Sqlite3.plugin + case _ => null + } + } } diff --git a/wayang-api/wayang-api-json/src/main/scala/exception/WayangApiJsonException.scala b/wayang-api/wayang-api-json/src/main/scala/exception/WayangApiJsonException.scala index 3bb26262d..04fb44ebf 100644 --- a/wayang-api/wayang-api-json/src/main/scala/exception/WayangApiJsonException.scala +++ b/wayang-api/wayang-api-json/src/main/scala/exception/WayangApiJsonException.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.exception class WayangApiJsonException(s: String) extends Exception(s){} diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromdrawflow/OperatorFromDrawflow.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromdrawflow/OperatorFromDrawflow.scala index 1afed7211..ffd39c3e3 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromdrawflow/OperatorFromDrawflow.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromdrawflow/OperatorFromDrawflow.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromdrawflow import org.apache.wayang.api.json.operatorfromdrawflow.OperatorFromDrawflow.{InputConnections, OutputConnections} diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromdrawflow/OperatorFromDrawflowConverter.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromdrawflow/OperatorFromDrawflowConverter.scala index 08db30a3b..947a9ba8f 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromdrawflow/OperatorFromDrawflowConverter.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromdrawflow/OperatorFromDrawflowConverter.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromdrawflow import com.fasterxml.jackson.databind.json.JsonMapper @@ -28,11 +27,9 @@ import org.apache.wayang.api.json.operatorfromjson.output._ import org.apache.wayang.api.json.operatorfromjson.unary._ import org.apache.wayang.api.json.parserutil.ParseOperatorsFromDrawflow -import scala.collection.mutable.ListBuffer - object OperatorFromDrawflowConverter { - def extractInfo(operatorFromDrawflow: OperatorFromDrawflow): (Long, String, String, Array[Long], Array[Long]) = { + private def extractInfo(operatorFromDrawflow: OperatorFromDrawflow): (Long, String, String, Array[Long], Array[Long], String) = { val id = operatorFromDrawflow.id val cat = operatorFromDrawflow.data("cat").asInstanceOf[String] val operatorName = operatorFromDrawflow.data("operatorName").asInstanceOf[String] @@ -44,12 +41,14 @@ object OperatorFromDrawflowConverter { .map(outputs => outputs.connections) .flatMap(connections => connections.map(connection => connection.node.toLong)) .toArray - (id, cat, operatorName, input, output) + + val executionPlatform = operatorFromDrawflow.data.getOrElse("executionPlatform", null).asInstanceOf[String] + (id, cat, operatorName, input, output, executionPlatform) } def toOperatorFromJson(operatorFromDrawflow: OperatorFromDrawflow): List[OperatorFromJson] = { - val (id, cat, operatorName, composedOperatorInput, composedOperatorOutput) = extractInfo(operatorFromDrawflow) + val (id, cat, operatorName, composedOperatorInput, composedOperatorOutput, executionPlatform) = extractInfo(operatorFromDrawflow) if (cat == "composed") { val objectMapper = JsonMapper.builder() @@ -76,13 +75,13 @@ object OperatorFromDrawflowConverter { private def toOperatorFromJsonBody(operatorFromDrawflow: OperatorFromDrawflow): OperatorFromJson = { - val (id, cat, operatorName, input, output) = extractInfo(operatorFromDrawflow) + val (id, cat, operatorName, input, output, executionPlatform) = extractInfo(operatorFromDrawflow) operatorName match { // input - case "iBinary" => InputCollectionFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.InputCollection, InputCollectionFromJson.Data(operatorFromDrawflow.data("collectionGeneratorFunction").asInstanceOf[String])) - case "iTextFile" => TextFileInputFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.TextFileInput, TextFileInputFromJson.Data(operatorFromDrawflow.data("inputFileURL").asInstanceOf[String])) - case "iCsvFile" => TableInputFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Table, TableInputFromJson.Data(operatorFromDrawflow.data("tableName").asInstanceOf[String], operatorFromDrawflow.data("columnNames").asInstanceOf[String].split(",").map(s => s.trim()).toList)) + case "iBinary" => InputCollectionFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.InputCollection, InputCollectionFromJson.Data(operatorFromDrawflow.data("collectionGeneratorFunction").asInstanceOf[String]), executionPlatform) + case "iTextFile" => TextFileInputFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.TextFileInput, TextFileInputFromJson.Data(operatorFromDrawflow.data("inputFileURL").asInstanceOf[String]), executionPlatform) + case "iCsvFile" => TableInputFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Table, TableInputFromJson.Data(operatorFromDrawflow.data("tableName").asInstanceOf[String], operatorFromDrawflow.data("columnNames").asInstanceOf[String].split(",").map(s => s.trim()).toList), executionPlatform) case "iJdbc" => JDBCRemoteInputFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.JDBCRemoteInput, JDBCRemoteInputFromJson.Data( operatorFromDrawflow.data("inputJDBCconnection").asInstanceOf[String], @@ -93,32 +92,32 @@ object OperatorFromDrawflowConverter { )) // unary - case "filter" => FilterOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Filter, FilterOperatorFromJson.Data(operatorFromDrawflow.data("booleanFunction").asInstanceOf[String])) - case "reduceBy" => ReduceByOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.ReduceBy, ReduceByOperatorFromJson.Data(operatorFromDrawflow.data("keyFunction").asInstanceOf[String], operatorFromDrawflow.data("reduceFunction").asInstanceOf[String])) - case "count" => CountOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Count) - case "groupBy" => GroupByOpeartorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.GroupBy, GroupByOpeartorFromJson.Data(operatorFromDrawflow.data("keyFunction").asInstanceOf[String])) - case "sort" => SortOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Sort, SortOperatorFromJson.Data(operatorFromDrawflow.data("keyFunction").asInstanceOf[String])) - case "flatMap" => FlatMapOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.FlatMap, FlatMapOperatorFromJson.Data(operatorFromDrawflow.data("flatMapFunction").asInstanceOf[String])) - case "map" => MapOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Map, MapOperatorFromJson.Data(operatorFromDrawflow.data("mapFunction").asInstanceOf[String])) - case "reduce" => ReduceOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Reduce, ReduceOperatorFromJson.Data(operatorFromDrawflow.data("reduceFunction").asInstanceOf[String])) - case "distinct" => DistinctOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Distinct) - case "mapPartitions" => MapPartitionsOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.MapPartitions, MapPartitionsOperatorFromJson.Data(operatorFromDrawflow.data("mapPartitionsFunction").asInstanceOf[String])) - case "sample" => SampleOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Sample, SampleOperatorFromJson.Data(operatorFromDrawflow.data("sampleSize").asInstanceOf[String].toInt)) + case "filter" => FilterOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Filter, FilterOperatorFromJson.Data(operatorFromDrawflow.data("booleanFunction").asInstanceOf[String]), executionPlatform) + case "reduceBy" => ReduceByOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.ReduceBy, ReduceByOperatorFromJson.Data(operatorFromDrawflow.data("keyFunction").asInstanceOf[String], operatorFromDrawflow.data("reduceFunction").asInstanceOf[String]), executionPlatform) + case "count" => CountOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Count, executionPlatform) + case "groupBy" => GroupByOpeartorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.GroupBy, GroupByOpeartorFromJson.Data(operatorFromDrawflow.data("keyFunction").asInstanceOf[String]), executionPlatform) + case "sort" => SortOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Sort, SortOperatorFromJson.Data(operatorFromDrawflow.data("keyFunction").asInstanceOf[String]), executionPlatform) + case "flatMap" => FlatMapOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.FlatMap, FlatMapOperatorFromJson.Data(operatorFromDrawflow.data("flatMapFunction").asInstanceOf[String]), executionPlatform) + case "map" => MapOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Map, MapOperatorFromJson.Data(operatorFromDrawflow.data("mapFunction").asInstanceOf[String]), executionPlatform) + case "reduce" => ReduceOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Reduce, ReduceOperatorFromJson.Data(operatorFromDrawflow.data("reduceFunction").asInstanceOf[String]), executionPlatform) + case "distinct" => DistinctOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Distinct, executionPlatform) + case "mapPartitions" => MapPartitionsOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.MapPartitions, MapPartitionsOperatorFromJson.Data(operatorFromDrawflow.data("mapPartitionsFunction").asInstanceOf[String]), executionPlatform) + case "sample" => SampleOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Sample, SampleOperatorFromJson.Data(operatorFromDrawflow.data("sampleSize").asInstanceOf[String].toInt), executionPlatform) // binary - case "union" => UnionOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Union) - case "coGroup" => CoGroupOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.CoGroup, CoGroupOperatorFromJson.Data(operatorFromDrawflow.data("groupKey1").asInstanceOf[String], operatorFromDrawflow.data("groupKey2").asInstanceOf[String])) - case "cartesian" => CartesianOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Cartesian) - case "join" => JoinOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Join, JoinOperatorFromJson.Data(operatorFromDrawflow.data("joinKey1").asInstanceOf[String], operatorFromDrawflow.data("joinKey2").asInstanceOf[String])) - case "intersect" => IntersectOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Intersect) + case "union" => UnionOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Union, executionPlatform) + case "coGroup" => CoGroupOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.CoGroup, CoGroupOperatorFromJson.Data(operatorFromDrawflow.data("groupKey1").asInstanceOf[String], operatorFromDrawflow.data("groupKey2").asInstanceOf[String]), executionPlatform) + case "cartesian" => CartesianOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Cartesian, executionPlatform) + case "join" => JoinOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Join, JoinOperatorFromJson.Data(operatorFromDrawflow.data("joinKey1").asInstanceOf[String], operatorFromDrawflow.data("joinKey2").asInstanceOf[String]), executionPlatform) + case "intersect" => IntersectOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Intersect, executionPlatform) // loop - case "foreach" => ForeachOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Foreach, ForeachOperatorFromJson.Data(operatorFromDrawflow.data("Body").asInstanceOf[String])) - case "while" => DoWhileOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.TextFileOutput, DoWhileOperatorFromJson.Data(operatorFromDrawflow.data("criterionFunction").asInstanceOf[String], operatorFromDrawflow.data("Body").asInstanceOf[String])) - case "repeat" => RepeatOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Repeat, RepeatOperatorFromJson.Data(operatorFromDrawflow.data("numberOfIterations").asInstanceOf[String].toInt, operatorFromDrawflow.data("Body").asInstanceOf[String])) + case "foreach" => ForeachOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Foreach, ForeachOperatorFromJson.Data(operatorFromDrawflow.data("Body").asInstanceOf[String]), executionPlatform) + case "while" => DoWhileOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.TextFileOutput, DoWhileOperatorFromJson.Data(operatorFromDrawflow.data("criterionFunction").asInstanceOf[String], operatorFromDrawflow.data("Body").asInstanceOf[String]), executionPlatform) + case "repeat" => RepeatOperatorFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.Repeat, RepeatOperatorFromJson.Data(operatorFromDrawflow.data("numberOfIterations").asInstanceOf[String].toInt, operatorFromDrawflow.data("Body").asInstanceOf[String]), executionPlatform) // output - case "oTextFile" => TextFileOutputFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.TextFileOutput, TextFileOutputFromJson.Data(operatorFromDrawflow.data("outputFileURL").asInstanceOf[String])) + case "oTextFile" => TextFileOutputFromJson(id, input, output, cat, OperatorFromJson.OperatorNames.TextFileOutput, TextFileOutputFromJson.Data(operatorFromDrawflow.data("outputFileURL").asInstanceOf[String]), executionPlatform) } } diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/ComposedOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/ComposedOperatorFromJson.scala index 344543320..f10694c4e 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/ComposedOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/ComposedOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson import com.fasterxml.jackson.annotation.JsonTypeName diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/ContextFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/ContextFromJson.scala new file mode 100644 index 000000000..18281e4cc --- /dev/null +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/ContextFromJson.scala @@ -0,0 +1,69 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.wayang.api.json.operatorfromjson + +import com.fasterxml.jackson.annotation.{JsonSubTypes, JsonTypeInfo} +import com.fasterxml.jackson.core.`type`.TypeReference +import com.fasterxml.jackson.databind.json.JsonMapper +import com.fasterxml.jackson.databind.{DeserializationFeature, JsonNode} +import com.fasterxml.jackson.databind.node.{ArrayNode, ObjectNode} +import com.fasterxml.jackson.module.scala.DefaultScalaModule +import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson.OperatorNames +import org.apache.wayang.api.json.operatorfromjson.binary.{CartesianOperatorFromJson, CoGroupOperatorFromJson, IntersectOperatorFromJson, JoinOperatorFromJson, UnionOperatorFromJson} +import org.apache.wayang.api.json.operatorfromjson.other.KMeansFromJson +import org.apache.wayang.api.json.operatorfromjson.input.{InputCollectionFromJson, JDBCRemoteInputFromJson, TextFileInputFromJson} +import org.apache.wayang.api.json.operatorfromjson.loop.{DoWhileOperatorFromJson, ForeachOperatorFromJson, RepeatOperatorFromJson} +import org.apache.wayang.api.json.operatorfromjson.output.TextFileOutputFromJson +import org.apache.wayang.api.json.operatorfromjson.unary.{CountOperatorFromJson, DistinctOperatorFromJson, FilterOperatorFromJson, FlatMapOperatorFromJson, GroupByOpeartorFromJson, MapOperatorFromJson, MapPartitionsOperatorFromJson, ReduceByOperatorFromJson, SampleOperatorFromJson, SortOperatorFromJson} + +class ContextFromJson(val platforms: List[String], + val origin: String, + ) extends Serializable { + + // + // Because case classes combined with inheritance were kind of difficult to change a field, + // we use a workaround with json serialization -> modification -> deserialization. + // + private def getJsonMapper: JsonMapper = { + JsonMapper.builder() + .addModule(DefaultScalaModule) + .configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false) + .build() + } + + private def replaceArray(field: String, array: Array[String]): ContextFromJson = { + val mapper = getJsonMapper + val jsonNode: JsonNode = mapper.valueToTree(this) + val updatedJsonNode: ObjectNode = jsonNode.asInstanceOf[ObjectNode] + val arrayNode: ArrayNode = mapper.valueToTree(array).asInstanceOf[ArrayNode] + updatedJsonNode.set(field, arrayNode) + mapper.readValue(mapper.writeValueAsString(updatedJsonNode), new TypeReference[ContextFromJson] {}) + } +} + +object ContextFromJson { + object ExecutionPlatforms { + final val Java = "java" + final val Spark = "spark" + final val Flink = "flink" + final val JDBC = "jdbc" + final val Postgres = "postgres" + final val SQLite3 = "sqlite3" + final val All = List(Java, Spark, Flink, JDBC, Postgres, SQLite3) + } +} diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/OperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/OperatorFromJson.scala index 567adf29d..743feba2b 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/OperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/OperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson import com.fasterxml.jackson.annotation.{JsonSubTypes, JsonTypeInfo} @@ -79,10 +78,12 @@ import org.apache.wayang.api.json.operatorfromjson.unary.{CountOperatorFromJson, ) ) class OperatorFromJson(val id: Long, - val input: Array[Long], - val output: Array[Long], - val cat: String, - val operatorName: String) { + val input: Array[Long], + val output: Array[Long], + val cat: String, + val operatorName: String, + val executionPlatform: String = null + ) extends Serializable { // @@ -173,4 +174,14 @@ object OperatorFromJson { // Other final val KMeans = "kmeans" } + + object ExecutionPlatforms { + final val Java = "java" + final val Spark = "spark" + final val Flink = "flink" + final val JDBC = "jdbc" + final val Postgres = "postgres" + final val SQLite3 = "sqlite3" + final val All = List(Java, Spark, Flink, JDBC, Postgres, SQLite3) + } } diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/PlanFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/PlanFromJson.scala new file mode 100644 index 000000000..e4cd7b3bf --- /dev/null +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/PlanFromJson.scala @@ -0,0 +1,69 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.wayang.api.json.operatorfromjson + +import com.fasterxml.jackson.annotation.{JsonSubTypes, JsonTypeInfo} +import com.fasterxml.jackson.core.`type`.TypeReference +import com.fasterxml.jackson.databind.json.JsonMapper +import com.fasterxml.jackson.databind.{DeserializationFeature, JsonNode} +import com.fasterxml.jackson.databind.node.{ArrayNode, ObjectNode} +import com.fasterxml.jackson.module.scala.DefaultScalaModule +import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson.OperatorNames +import org.apache.wayang.api.json.operatorfromjson.binary.{CartesianOperatorFromJson, CoGroupOperatorFromJson, IntersectOperatorFromJson, JoinOperatorFromJson, UnionOperatorFromJson} +import org.apache.wayang.api.json.operatorfromjson.other.KMeansFromJson +import org.apache.wayang.api.json.operatorfromjson.input.{InputCollectionFromJson, JDBCRemoteInputFromJson, TextFileInputFromJson} +import org.apache.wayang.api.json.operatorfromjson.loop.{DoWhileOperatorFromJson, ForeachOperatorFromJson, RepeatOperatorFromJson} +import org.apache.wayang.api.json.operatorfromjson.output.TextFileOutputFromJson +import org.apache.wayang.api.json.operatorfromjson.unary.{CountOperatorFromJson, DistinctOperatorFromJson, FilterOperatorFromJson, FlatMapOperatorFromJson, GroupByOpeartorFromJson, MapOperatorFromJson, MapPartitionsOperatorFromJson, ReduceByOperatorFromJson, SampleOperatorFromJson, SortOperatorFromJson} + +class PlanFromJson(val context: ContextFromJson, + val operators: List[OperatorFromJson] + ) extends Serializable { + + private def getJsonMapper: JsonMapper = { + JsonMapper.builder() + .addModule(DefaultScalaModule) + .configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false) + .build() + } + + def replaceId(value: Long): OperatorFromJson = { + val mapper = getJsonMapper + val jsonNode: JsonNode = mapper.valueToTree(this) + val updatedJsonNode: ObjectNode = jsonNode.asInstanceOf[ObjectNode] + updatedJsonNode.put("id", value) + mapper.readValue(mapper.writeValueAsString(updatedJsonNode), new TypeReference[OperatorFromJson] {}) + } + + def replaceInputArray(array: Array[Long]): OperatorFromJson = { + replaceArray("input", array) + } + + def replaceOutputArray(array: Array[Long]): OperatorFromJson = { + replaceArray("output", array) + } + + private def replaceArray(field: String, array: Array[Long]): OperatorFromJson = { + val mapper = getJsonMapper + val jsonNode: JsonNode = mapper.valueToTree(this) + val updatedJsonNode: ObjectNode = jsonNode.asInstanceOf[ObjectNode] + val arrayNode: ArrayNode = mapper.valueToTree(array).asInstanceOf[ArrayNode] + updatedJsonNode.set(field, arrayNode) + mapper.readValue(mapper.writeValueAsString(updatedJsonNode), new TypeReference[OperatorFromJson] {}) + } +} diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/CartesianOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/CartesianOperatorFromJson.scala index 4c29ac8a8..998639d28 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/CartesianOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/CartesianOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.binary import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,9 +22,10 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.Cartesian) case class CartesianOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/CoGroupOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/CoGroupOperatorFromJson.scala index 2992be36b..418b772ec 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/CoGroupOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/CoGroupOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.binary import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,12 +22,13 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.CoGroup) case class CoGroupOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String, - val data: CoGroupOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + val data: CoGroupOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object CoGroupOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/IntersectOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/IntersectOperatorFromJson.scala index 05d9a5f26..cc3dd64af 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/IntersectOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/IntersectOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.binary import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,10 +22,11 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.Intersect) case class IntersectOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/JoinOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/JoinOperatorFromJson.scala index 92fb47a0e..b0b905ed4 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/JoinOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/JoinOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.binary import com.fasterxml.jackson.annotation.JsonTypeName @@ -27,8 +26,9 @@ case class JoinOperatorFromJson(override val id: Long, override val output: Array[Long], override val cat: String, override val operatorName: String, - val data: JoinOperatorFromJson.Data) -extends OperatorFromJson(id, input, output, cat, operatorName) { + val data: JoinOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object JoinOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/UnionOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/UnionOperatorFromJson.scala index 131a48184..e4e138b6b 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/UnionOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/binary/UnionOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.binary import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,11 +22,12 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.Union) case class UnionOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/InputCollectionFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/InputCollectionFromJson.scala index 3864b3157..9d514643d 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/InputCollectionFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/InputCollectionFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.input import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,14 +22,17 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.InputCollection) case class InputCollectionFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String, - val data: InputCollectionFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + val data: InputCollectionFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object InputCollectionFromJson { case class Data(udf: String) } + + diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/JDBCRemoteInputFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/JDBCRemoteInputFromJson.scala index ecc5b05cf..81cc89079 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/JDBCRemoteInputFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/JDBCRemoteInputFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.input import com.fasterxml.jackson.annotation.JsonTypeName @@ -28,8 +27,9 @@ case class JDBCRemoteInputFromJson(override val id: Long, override val output: Array[Long], override val cat: String, override val operatorName: String, - val data: JDBCRemoteInputFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + val data: JDBCRemoteInputFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object JDBCRemoteInputFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/TableInputFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/TableInputFromJson.scala index c3c266714..6119b03cb 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/TableInputFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/TableInputFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.input import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,12 +22,13 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.Table) case class TableInputFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String, - val data: TableInputFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + val data: TableInputFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object TableInputFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/TextFileInputFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/TextFileInputFromJson.scala index 9f685f1a3..c2add3106 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/TextFileInputFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/input/TextFileInputFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.input import com.fasterxml.jackson.annotation.JsonTypeName @@ -27,8 +26,9 @@ case class TextFileInputFromJson(override val id: Long, override val output: Array[Long], override val cat: String, override val operatorName: String, - val data: TextFileInputFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + val data: TextFileInputFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object TextFileInputFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/DoWhileOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/DoWhileOperatorFromJson.scala index 332acc864..da03cbbf0 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/DoWhileOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/DoWhileOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.loop import com.fasterxml.jackson.annotation.JsonTypeName @@ -27,8 +26,9 @@ case class DoWhileOperatorFromJson(override val id: Long, override val output: Array[Long], override val cat: String, override val operatorName: String, - val data: DoWhileOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + val data: DoWhileOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object DoWhileOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/ForeachOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/ForeachOperatorFromJson.scala index 55dc448be..3331087ed 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/ForeachOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/ForeachOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.loop import com.fasterxml.jackson.annotation.JsonTypeName @@ -27,8 +26,9 @@ case class ForeachOperatorFromJson(override val id: Long, override val output: Array[Long], override val cat: String, override val operatorName: String, - val data: ForeachOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + val data: ForeachOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object ForeachOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/RepeatOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/RepeatOperatorFromJson.scala index c21d22c5f..6fda25305 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/RepeatOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/loop/RepeatOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.loop import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,12 +22,13 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.Repeat) case class RepeatOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String, - val data: RepeatOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + val data: RepeatOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object RepeatOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/other/KMeansFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/other/KMeansFromJson.scala index 801ddf02e..e4278505d 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/other/KMeansFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/other/KMeansFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.other import com.fasterxml.jackson.annotation.JsonTypeName @@ -28,8 +27,9 @@ case class KMeansFromJson(override val id: Long, override val output: Array[Long], override val cat: String, override val operatorName: String, - val data: KMeansFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + val data: KMeansFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object KMeansFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/output/TextFileOutputFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/output/TextFileOutputFromJson.scala index 659dfcd5c..71b1545ee 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/output/TextFileOutputFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/output/TextFileOutputFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.output import com.fasterxml.jackson.annotation.JsonTypeName @@ -27,8 +26,9 @@ case class TextFileOutputFromJson(override val id: Long, override val output: Array[Long], override val cat: String, override val operatorName: String, - val data: TextFileOutputFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + val data: TextFileOutputFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object TextFileOutputFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/CountOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/CountOperatorFromJson.scala index 2b2f46635..0f916c836 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/CountOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/CountOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.unary import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,9 +22,10 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.Count) case class CountOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/DistinctOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/DistinctOperatorFromJson.scala index f84f9e91a..316c69551 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/DistinctOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/DistinctOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.unary import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,10 +22,11 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.Distinct) case class DistinctOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/FilterOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/FilterOperatorFromJson.scala index 0561ca5cd..93e49698d 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/FilterOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/FilterOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.unary import com.fasterxml.jackson.annotation.JsonTypeName @@ -27,8 +26,9 @@ case class FilterOperatorFromJson(override val id: Long, override val output: Array[Long], override val cat: String, override val operatorName: String, - val data: FilterOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + val data: FilterOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object FilterOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/FlatMapOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/FlatMapOperatorFromJson.scala index 18823d770..8a42591d0 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/FlatMapOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/FlatMapOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.unary import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,12 +22,13 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.FlatMap) case class FlatMapOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String, - val data: FlatMapOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + val data: FlatMapOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object FlatMapOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/GroupByOpeartorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/GroupByOpeartorFromJson.scala index 00a5fae87..53db57136 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/GroupByOpeartorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/GroupByOpeartorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.unary import com.fasterxml.jackson.annotation.JsonTypeName @@ -24,12 +23,13 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.GroupBy) case class GroupByOpeartorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String, - val data: GroupByOpeartorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + val data: GroupByOpeartorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object GroupByOpeartorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/MapOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/MapOperatorFromJson.scala index 7ecc7d027..d943c2411 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/MapOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/MapOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.unary import com.fasterxml.jackson.annotation.JsonTypeName @@ -27,8 +26,9 @@ case class MapOperatorFromJson(override val id: Long, override val output: Array[Long], override val cat: String, override val operatorName: String, - val data: MapOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + val data: MapOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object MapOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/MapPartitionsOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/MapPartitionsOperatorFromJson.scala index 937bb969d..1ffe1a2b1 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/MapPartitionsOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/MapPartitionsOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.unary import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,12 +22,13 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.MapPartitions) case class MapPartitionsOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String, - val data: MapPartitionsOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + val data: MapPartitionsOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object MapPartitionsOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/ReduceByOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/ReduceByOperatorFromJson.scala index 3295b7093..1725208b3 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/ReduceByOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/ReduceByOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.unary import com.fasterxml.jackson.annotation.JsonTypeName @@ -24,12 +23,13 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.ReduceBy) case class ReduceByOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String, - val data: ReduceByOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + val data: ReduceByOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object ReduceByOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/ReduceOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/ReduceOperatorFromJson.scala index 260cf676d..539e979f6 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/ReduceOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/ReduceOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.unary import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,12 +22,13 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.Reduce) case class ReduceOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String, - val data: ReduceOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + val data: ReduceOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object ReduceOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/SampleOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/SampleOperatorFromJson.scala index 7cf58c1d5..a0616df51 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/SampleOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/SampleOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.unary import com.fasterxml.jackson.annotation.JsonTypeName @@ -27,8 +26,9 @@ case class SampleOperatorFromJson(override val id: Long, override val output: Array[Long], override val cat: String, override val operatorName: String, - val data: SampleOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + val data: SampleOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object SampleOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/SortOperatorFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/SortOperatorFromJson.scala index 0ec1288dd..7ce91c49c 100644 --- a/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/SortOperatorFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/operatorfromjson/unary/SortOperatorFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.operatorfromjson.unary import com.fasterxml.jackson.annotation.JsonTypeName @@ -23,12 +22,13 @@ import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson @JsonTypeName(OperatorFromJson.OperatorNames.Sort) case class SortOperatorFromJson(override val id: Long, - override val input: Array[Long], - override val output: Array[Long], - override val cat: String, - override val operatorName: String, - val data: SortOperatorFromJson.Data) - extends OperatorFromJson(id, input, output, cat, operatorName) { + override val input: Array[Long], + override val output: Array[Long], + override val cat: String, + override val operatorName: String, + val data: SortOperatorFromJson.Data, + override val executionPlatform: String = null) + extends OperatorFromJson(id, input, output, cat, operatorName, executionPlatform) { } object SortOperatorFromJson { diff --git a/wayang-api/wayang-api-json/src/main/scala/parserutil/ParseOperatorsFromDrawflow.scala b/wayang-api/wayang-api-json/src/main/scala/parserutil/ParseOperatorsFromDrawflow.scala index c8a22321b..7bb780bb1 100644 --- a/wayang-api/wayang-api-json/src/main/scala/parserutil/ParseOperatorsFromDrawflow.scala +++ b/wayang-api/wayang-api-json/src/main/scala/parserutil/ParseOperatorsFromDrawflow.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.parserutil import org.apache.wayang.api.json.operatorfromdrawflow.OperatorFromDrawflow diff --git a/wayang-api/wayang-api-json/src/main/scala/parserutil/ParseOperatorsFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/parserutil/ParseOperatorsFromJson.scala index 2df56b85f..627f7e34c 100644 --- a/wayang-api/wayang-api-json/src/main/scala/parserutil/ParseOperatorsFromJson.scala +++ b/wayang-api/wayang-api-json/src/main/scala/parserutil/ParseOperatorsFromJson.scala @@ -15,7 +15,6 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - package org.apache.wayang.api.json.parserutil import com.fasterxml.jackson.core.`type`.TypeReference diff --git a/wayang-api/wayang-api-json/src/main/scala/parserutil/ParsePlanFromJson.scala b/wayang-api/wayang-api-json/src/main/scala/parserutil/ParsePlanFromJson.scala new file mode 100644 index 000000000..8c07f4baa --- /dev/null +++ b/wayang-api/wayang-api-json/src/main/scala/parserutil/ParsePlanFromJson.scala @@ -0,0 +1,47 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.wayang.api.json.parserutil + +import com.fasterxml.jackson.core.`type`.TypeReference +import com.fasterxml.jackson.databind.DeserializationFeature +import com.fasterxml.jackson.databind.json.JsonMapper +import com.fasterxml.jackson.module.scala.DefaultScalaModule +import org.apache.wayang.api.json.exception.WayangApiJsonException +import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson +import org.apache.wayang.api.json.operatorfromjson.PlanFromJson + +import scala.io.Source + +object ParsePlanFromJson { + + def parsePlanFromString(string: String): Option[PlanFromJson] = { + try { + val mapper = JsonMapper.builder() + .addModule(DefaultScalaModule) + // .enable(DeserializationFeature.FAIL_ON_NULL_CREATOR_PROPERTIES) + .build() + val ret = Some(mapper.readValue(string, new TypeReference[PlanFromJson] {})) + ret + } + catch { + case e: Exception => + e.printStackTrace() + throw new WayangApiJsonException("Can't parse json plan.") + } + } +} diff --git a/wayang-api/wayang-api-json/src/main/scala/parserutil/ParseScalaFromString.scala b/wayang-api/wayang-api-json/src/main/scala/parserutil/ParseScalaFromString.scala deleted file mode 100644 index f8ff9d02d..000000000 --- a/wayang-api/wayang-api-json/src/main/scala/parserutil/ParseScalaFromString.scala +++ /dev/null @@ -1,122 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.wayang.api.json.parserutil - -import org.apache.wayang.api.json.exception.WayangApiJsonException -import org.apache.wayang.api.json.parserutil.MyTypeName - -import scala.reflect.runtime.universe -import scala.reflect.runtime.universe._ -import scala.tools.reflect.ToolBox - -object ParseScalaFromString { - - private def handleException(e: Throwable): Nothing = { - e.printStackTrace() - throw new WayangApiJsonException("You have an error in your scala lambda syntax!") - } - - def parseLambda2ImportDataQuanta[IN, OUT](string: String): IN => OUT = { - try { - val imports = "import org.apache.wayang.api.DataQuanta" - val code = imports + "\n" + string - parseLambda2[IN, OUT](code) - } - catch { - case e: Throwable => - handleException(e) - } - } - - def parseLambda3[Input: MyTypeName](string: String): Any => Any = { - val code = - s"""val result: ${implicitly[MyTypeName[Input]].name} => Any = ${string} - |result - |""".stripMargin - println("parseLambda3") - println(code) - val toolbox = runtimeMirror(getClass.getClassLoader).mkToolBox() - val tree = toolbox.parse(code) - val lambdaFunction = toolbox.compile(tree)().asInstanceOf[Any => Any] - lambdaFunction - } - - def applyParsedLambda3[In: TypeTag, Out](iterable: Iterable[In], lambdaString: String): Iterable[Out] = { - println("applyParsedLambda3") - println("In") - println(typeOf[In]) - val it = iterable.map( - parseLambda3[In](lambdaString) - ) - it.asInstanceOf - } - - def parseLambda2[IN, OUT](string: String): IN => OUT = { - try { - val toolbox = runtimeMirror(getClass.getClassLoader).mkToolBox() - val tree = toolbox.parse(string) - val lambdaFunction = toolbox.compile(tree)().asInstanceOf[IN => OUT] - lambdaFunction - } - catch { - case e: Throwable => - handleException(e) - } - } - - def parseLambda(string: String): Any => Any = { - try { - val toolbox = runtimeMirror(getClass.getClassLoader).mkToolBox() - val tree = toolbox.parse(string) - val lambdaFunction = toolbox.compile(tree)().asInstanceOf[Any => Any] - lambdaFunction - } - catch { - case e: Throwable => - handleException(e) - } - } - - def parseLambdaTuple2ToAny(string: String): (Any, Any) => Any = { - try { - val toolbox = runtimeMirror(getClass.getClassLoader).mkToolBox() - val tree = toolbox.parse(string) - val lambdaFunction = toolbox.compile(tree)().asInstanceOf[(Any, Any) => Any] - lambdaFunction - } - catch { - case e: Throwable => - handleException(e) - } - } - - def parseIterable(string: String): Iterable[Any] = { - try { - val toolbox = runtimeMirror(getClass.getClassLoader).mkToolBox() - val tree = toolbox.parse(string) - val lambdaFunction = toolbox.compile(tree)().asInstanceOf[Iterable[Any]] - lambdaFunction - } - catch { - case e: Throwable => - handleException(e) - } - } - -} diff --git a/wayang-api/wayang-api-json/src/main/scala/parserutil/MyTypeName.scala b/wayang-api/wayang-api-json/src/main/scala/parserutil/ParsingErrors.scala similarity index 69% rename from wayang-api/wayang-api-json/src/main/scala/parserutil/MyTypeName.scala rename to wayang-api/wayang-api-json/src/main/scala/parserutil/ParsingErrors.scala index 04b6972db..1458feac7 100644 --- a/wayang-api/wayang-api-json/src/main/scala/parserutil/MyTypeName.scala +++ b/wayang-api/wayang-api-json/src/main/scala/parserutil/ParsingErrors.scala @@ -18,17 +18,14 @@ package org.apache.wayang.api.json.parserutil -trait MyTypeName[A] { - def name: String -} - -object MyTypeName { +import org.apache.wayang.api.json.exception.WayangApiJsonException - import scala.reflect.runtime.universe._ - - implicit def provide[A](implicit tag: WeakTypeTag[A]): MyTypeName[A] = - new MyTypeName[A] { - def name: String = tag.tpe.toString // should work for simple cases - } +object ParsingErrors { + def handleException(e: Throwable, s: String): Nothing = { + val exceptionMessage = e.getMessage.replaceAll("\r\n|\r|\n", " ") + val message = s"${exceptionMessage} at:\n\n" + s + e.printStackTrace() + println(message) + throw new WayangApiJsonException(message) + } } - diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/PythonCode.java b/wayang-api/wayang-api-json/src/main/scala/parserutil/SerializableIterable.scala similarity index 54% rename from wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/PythonCode.java rename to wayang-api/wayang-api-json/src/main/scala/parserutil/SerializableIterable.scala index 55e6a3460..58baac1c9 100644 --- a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/PythonCode.java +++ b/wayang-api/wayang-api-json/src/main/scala/parserutil/SerializableIterable.scala @@ -15,18 +15,30 @@ * See the License for the specific language governing permissions and * limitations under the License. */ -package org.apache.wayang.api.python.function; +package org.apache.wayang.api.json.parserutil -import java.io.Serializable; +import scala.reflect.runtime.universe._ +import scala.tools.reflect.ToolBox -public class PythonCode implements Serializable { - - private byte[] code; - public PythonCode(byte[] code){ - this.code = code; +class SerializableIterable(string: String) extends Serializable { + @transient lazy val iterable: Iterable[Any] = { + val toolbox = runtimeMirror(getClass.getClassLoader).mkToolBox() + try { + val tree = toolbox.parse(string) + toolbox.compile(tree)().asInstanceOf[Iterable[Any]] + } + catch { + case e: Throwable => + ParsingErrors.handleException(e, string) + } } - public byte[] toByteArray(){ - return this.code; + def get: Iterable[Any] = iterable +} + +object SerializableIterable { + def create(string: String): SerializableIterable = { + new SerializableIterable(string) } } + diff --git a/wayang-api/wayang-api-json/src/main/scala/parserutil/SerializableLambda.scala b/wayang-api/wayang-api-json/src/main/scala/parserutil/SerializableLambda.scala new file mode 100644 index 000000000..f64655ece --- /dev/null +++ b/wayang-api/wayang-api-json/src/main/scala/parserutil/SerializableLambda.scala @@ -0,0 +1,45 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.wayang.api.json.parserutil + +import org.apache.wayang.api.json.exception.WayangApiJsonException + +import scala.reflect.runtime.universe._ +import scala.tools.reflect.ToolBox + +class SerializableLambda[IN, OUT](string: String) extends (IN => OUT) with Serializable { + @transient lazy val lambdaFunction: IN => OUT = { + val toolbox = runtimeMirror(getClass.getClassLoader).mkToolBox() + try { + val tree = toolbox.parse(string) + toolbox.compile(tree)().asInstanceOf[IN => OUT] + } + catch { + case e: Throwable => + ParsingErrors.handleException(e, string) + } + } + + def apply(input: IN): OUT = lambdaFunction(input) +} + +object SerializableLambda { + def createLambda[IN, OUT](string: String): SerializableLambda[IN, OUT] = { + new SerializableLambda[IN, OUT](string) + } +} diff --git a/wayang-api/wayang-api-json/src/main/scala/springboot/SpringBootApplication.scala b/wayang-api/wayang-api-json/src/main/scala/parserutil/SerializableLambda2.scala similarity index 51% rename from wayang-api/wayang-api-json/src/main/scala/springboot/SpringBootApplication.scala rename to wayang-api/wayang-api-json/src/main/scala/parserutil/SerializableLambda2.scala index ee33da0d8..26d98e689 100644 --- a/wayang-api/wayang-api-json/src/main/scala/springboot/SpringBootApplication.scala +++ b/wayang-api/wayang-api-json/src/main/scala/parserutil/SerializableLambda2.scala @@ -15,17 +15,30 @@ * See the License for the specific language governing permissions and * limitations under the License. */ +package org.apache.wayang.api.json.parserutil -package org.apache.wayang.api.json.springboot +import scala.reflect.runtime.universe._ +import scala.tools.reflect.ToolBox -import org.springframework.boot.SpringApplication -import org.springframework.boot.autoconfigure.EnableAutoConfiguration -import org.springframework.boot.autoconfigure.SpringBootApplication +class SerializableLambda2[A, B, C](string: String) extends ((A, B) => C) with Serializable { + @transient lazy val lambdaFunction: (A, B) => C = { + val toolbox = runtimeMirror(getClass.getClassLoader).mkToolBox() + try { + val tree = toolbox.parse(string) + toolbox.compile(tree)().asInstanceOf[(A, B) => C] + } + catch { + case e: Throwable => + ParsingErrors.handleException(e, string) + } + } -@SpringBootApplication -@EnableAutoConfiguration(excludeName = Array("org.springframework.boot.autoconfigure.gson.GsonAutoConfiguration")) -class BootConfig + def apply(arg1: A, arg2: B): C = lambdaFunction(arg1, arg2) +} -object SpringBootApplication extends App { - SpringApplication.run(classOf[BootConfig]) +object SerializableLambda2 { + def createLambda[A, B, C](string: String): SerializableLambda2[A, B, C] = { + new SerializableLambda2[A, B, C](string) + } } + diff --git a/wayang-api/wayang-api-json/src/main/scala/springboot/restapi/WayangApiJson.scala b/wayang-api/wayang-api-json/src/main/scala/springboot/restapi/WayangApiJson.scala deleted file mode 100644 index 0848321e8..000000000 --- a/wayang-api/wayang-api-json/src/main/scala/springboot/restapi/WayangApiJson.scala +++ /dev/null @@ -1,82 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.wayang.api.json.springboot.restapi - -import org.apache.wayang.api.json.builder.JsonPlanBuilder -import org.apache.wayang.api.json.exception.WayangApiJsonException -import org.apache.wayang.api.json.operatorfromdrawflow.OperatorFromDrawflowConverter -import org.apache.wayang.api.json.operatorfromjson.OperatorFromJson -import org.springframework.http.{HttpStatus, ResponseEntity} -import org.springframework.web.bind.annotation.{ExceptionHandler, PostMapping, RequestBody, RequestMapping, RestController} -import org.apache.wayang.api.json.parserutil.{ParseOperatorsFromDrawflow, ParseOperatorsFromJson} - - -@RequestMapping(path = Array("/wayang-api-json")) -@RestController -class WayangApiJson { - - @PostMapping(Array("submit-plan/drawflow-format")) def submitPlanDrawflowFormat(@RequestBody requestBody: String): String = { - - println("GOT THE FOLLOWING") - println(requestBody) - println() - println() - - val operatorsFromDrawflow = ParseOperatorsFromDrawflow.parseOperatorsFromString(requestBody).get - val operatorsFromJson = operatorsFromDrawflow.flatMap(op => OperatorFromDrawflowConverter.toOperatorFromJson(op)) - - val result = new JsonPlanBuilder() - .setOperators(operatorsFromJson) - .execute() - - if (operatorsFromJson.exists(op => op.cat == OperatorFromJson.Categories.Output)) - "Success" - else - result.collect().toString() - } - - @PostMapping(Array("submit-plan")) def submitPlan(@RequestBody requestBody: String): String = { - val operators = ParseOperatorsFromJson.parseOperatorsFromString(requestBody).get - - val result = new JsonPlanBuilder() - .setOperators(operators) - .execute() - - if (operators.exists(op => op.cat == OperatorFromJson.Categories.Output)) - "Success" - else - result.collect().toString() - } - - @ExceptionHandler(Array(classOf[WayangApiJsonException])) - def handleException(e: WayangApiJsonException): ResponseEntity[Any] = { - ResponseEntity - .status(HttpStatus.INTERNAL_SERVER_ERROR) - .body(e.getMessage) - } - - @ExceptionHandler(Array(classOf[Exception])) - def handleException(e: Exception): ResponseEntity[Any] = { - e.printStackTrace() - ResponseEntity - .status(HttpStatus.INTERNAL_SERVER_ERROR) - .body("Something went wrong!") - } - -} diff --git a/wayang-api/wayang-api-python/pom.xml b/wayang-api/wayang-api-python/pom.xml index 4daac7219..614dbfcc1 100644 --- a/wayang-api/wayang-api-python/pom.xml +++ b/wayang-api/wayang-api-python/pom.xml @@ -30,17 +30,52 @@ 0.7.1 Wayang API Python - Wayang implementation of an API of Python to be enable to work with code writed in python + Wayang implementation of an API of Python to be enable to work with code wrote in python org.apache.wayang.api + 2.4.0 + 1.7.1 + 2.12 + 1.2.0-hadoop2 + + + + org.apache.wayang + wayang-commons + 0.7.1 + pom + import + + + + org.apache.wayang wayang-core 0.7.1 + + org.apache.wayang + wayang-java + 0.7.1 + test + + + + + org.apache.hadoop + hadoop-common + test + + + com.google.protobuf + protobuf-java + 3.7.0 + compile + diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ProcessFeeder.java b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ProcessFeeder.java index ee694322b..3544bf16c 100644 --- a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ProcessFeeder.java +++ b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ProcessFeeder.java @@ -18,8 +18,7 @@ package org.apache.wayang.api.python.executor; -import org.apache.wayang.api.python.function.PythonCode; -import org.apache.wayang.api.python.function.PythonUDF; +import com.google.protobuf.ByteString; import org.apache.wayang.core.api.exception.WayangException; import java.io.BufferedOutputStream; @@ -34,8 +33,7 @@ public class ProcessFeeder { private Socket socket; - private PythonUDF udf; - private PythonCode serializedUDF; + private ByteString serializedUDF; private Iterable input; //TODO add to a config file @@ -44,24 +42,21 @@ public class ProcessFeeder { public ProcessFeeder( Socket socket, - PythonUDF udf, - PythonCode serializedUDF, + ByteString serializedUDF, Iterable input){ if(input == null) throw new WayangException("Nothing to process with Python API"); this.socket = socket; - this.udf = udf; this.serializedUDF = serializedUDF; this.input = input; } public void send(){ - - try{ + try { //TODO use config buffer size - int BUFFER_SIZE = 8 * 1024; + int BUFFER_SIZE = 65536; BufferedOutputStream stream = new BufferedOutputStream(socket.getOutputStream(), BUFFER_SIZE); DataOutputStream dataOut = new DataOutputStream(stream); @@ -70,28 +65,18 @@ public void send(){ this.writeIteratorToStream(input.iterator(), dataOut); dataOut.writeInt(END_OF_DATA_SECTION); dataOut.flush(); - } catch (IOException e) { e.printStackTrace(); } } - public void writeUDF(PythonCode serializedUDF, DataOutputStream dataOut){ - - //write(serializedUDF.toByteArray(), dataOut); + public void writeUDF(ByteString serializedUDF, DataOutputStream dataOut){ writeBytes(serializedUDF.toByteArray(), dataOut); - System.out.println("UDF written"); - } - public void writeIteratorToStream(Iterator iter, DataOutputStream dataOut) - throws IOException { - - System.out.println("iterator being send"); - int buffer = 0; + public void writeIteratorToStream(Iterator iter, DataOutputStream dataOut){ for (Iterator it = iter; it.hasNext(); ) { Input elem = it.next(); - //System.out.println(elem.toString()); write(elem, dataOut); } } @@ -107,26 +92,31 @@ public void write(Object obj, DataOutputStream dataOut){ * Byte Array cases */ else if (obj instanceof Byte[] || obj instanceof byte[]) { - System.out.println("Writing Bytes"); writeBytes(obj, dataOut); } /** * String case * */ - else if (obj instanceof String) + else if (obj instanceof String) { writeUTF((String) obj, dataOut); + } + + // TODO: Properly type this in the future + else if (obj instanceof Object) { + writeUTF(String.valueOf(obj), dataOut); + } /** * Key, Value case * */ - else if (obj instanceof Map.Entry) + else if (obj instanceof Map.Entry) { writeKeyValue((Map.Entry) obj, dataOut); + } else{ throw new WayangException("Unexpected element type " + obj.getClass()); } - } catch (IOException e) { e.printStackTrace(); } @@ -165,18 +155,14 @@ public void writeUTF(String str, DataOutputStream dataOut){ byte[] bytes = str.getBytes(StandardCharsets.UTF_8); try { - dataOut.writeInt(bytes.length); dataOut.write(bytes); - } catch (SocketException e){ - - } catch (IOException e) { + } catch (Exception e){ e.printStackTrace(); } } public void writeKeyValue(Map.Entry obj, DataOutputStream dataOut){ - write(obj.getKey(), dataOut); write(obj.getValue(), dataOut); } diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ProcessReceiver.java b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ProcessReceiver.java index 7ef5f9831..64844a4f0 100644 --- a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ProcessReceiver.java +++ b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ProcessReceiver.java @@ -32,12 +32,12 @@ public class ProcessReceiver { public ProcessReceiver(Socket socket){ try{ //TODO use config buffer size - int BUFFER_SIZE = 1 * 1024; + int BUFFER_SIZE = 8192; DataInputStream stream = new DataInputStream(new BufferedInputStream(socket.getInputStream(), BUFFER_SIZE)); this.iterator = new ReaderIterator<>(stream); - } catch (IOException e) { + } catch (Exception e) { e.printStackTrace(); } } @@ -48,6 +48,5 @@ public Iterable getIterable(){ public void print(){ iterator.forEachRemaining(x -> System.out.println(x.toString())); - } } diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/PythonProcessCaller.java b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/PythonProcessCaller.java index 7eca55950..62fa20374 100644 --- a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/PythonProcessCaller.java +++ b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/PythonProcessCaller.java @@ -18,22 +18,25 @@ package org.apache.wayang.api.python.executor; -import java.lang.ProcessBuilder.Redirect; -import org.apache.wayang.api.python.function.PythonCode; +import com.google.protobuf.ByteString; import org.apache.wayang.core.api.Configuration; import org.apache.wayang.core.api.exception.WayangException; +import org.apache.wayang.core.util.ReflectionUtils; import java.io.IOException; import java.net.InetAddress; import java.net.ServerSocket; import java.net.Socket; +import java.net.URL; +import java.nio.charset.StandardCharsets; import java.util.Arrays; +import java.util.Base64; +import java.util.HashMap; import java.util.Map; -import org.apache.wayang.core.util.ReflectionUtils; public class PythonProcessCaller { - private Thread process; + private Process process; private Socket socket; private ServerSocket serverSocket; private boolean ready; @@ -41,7 +44,7 @@ public class PythonProcessCaller { //TODO How to get the config private Configuration configuration; - public PythonProcessCaller(PythonCode serializedUDF){ + public PythonProcessCaller(ByteString serializedUDF){ //TODO create documentation to how to the configuration in the code this.configuration = new Configuration(); @@ -53,41 +56,26 @@ public PythonProcessCaller(PythonCode serializedUDF){ try { /*TODO should NOT be assigned an specific port, set port as 0 (zero)*/ this.serverSocket = new ServerSocket(0, 1, InetAddress.getByAddress(addr)); - - Runnable run1 = () -> { - ProcessBuilder pb = new ProcessBuilder( + ProcessBuilder pb = new ProcessBuilder( Arrays.asList( - "python3", - this.configuration.getStringProperty("wayang.api.python.worker") + this.configuration.getStringProperty("wayang.api.python.path"), + this.configuration.getStringProperty("wayang.api.python.worker") ) - ); - Map workerEnv = pb.environment(); - workerEnv.put("PYTHON_WORKER_FACTORY_PORT", - String.valueOf(this.serverSocket.getLocalPort())); - - // TODO See what is happening with ENV Python version - workerEnv.put( - "PYTHONPATH", - this.configuration.getStringProperty("wayang.api.python.path") - ); - - pb.redirectOutput(Redirect.INHERIT); - pb.redirectError(Redirect.INHERIT); - try { - pb.start(); - } catch (IOException e) { - e.printStackTrace(); - } - }; - this.process = new Thread(run1); - this.process.start(); + ); + Map workerEnv = pb.environment(); + workerEnv.put("PYTHON_WORKER_FACTORY_PORT", String.valueOf(this.serverSocket.getLocalPort())); + workerEnv.put("PYTHONPATH", this.configuration.getStringProperty("wayang.api.python.env.path")); + + pb.redirectOutput(ProcessBuilder.Redirect.INHERIT); + pb.redirectError(ProcessBuilder.Redirect.INHERIT); + this.process = pb.start(); + // Redirect worker stdout and stderr //IDK redirectStreamsToStderr(worker.getInputStream, worker.getErrorStream) // Wait for it to connect to our socket - this.serverSocket.setSoTimeout(100000); - + this.serverSocket.setSoTimeout(10000); try { this.socket = this.serverSocket.accept(); this.serverSocket.setSoTimeout(0); @@ -105,7 +93,7 @@ public PythonProcessCaller(PythonCode serializedUDF){ } } - public Thread getProcess() { + public Process getProcess() { return process; } @@ -119,10 +107,9 @@ public boolean isReady(){ public void close(){ try { - this.process.interrupt(); + this.process.destroy(); this.socket.close(); this.serverSocket.close(); - System.out.println("Everything closed"); } catch (IOException e) { e.printStackTrace(); } diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/PythonWorkerManager.java b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/PythonWorkerManager.java index cef0c148c..13e0da7ce 100644 --- a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/PythonWorkerManager.java +++ b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/PythonWorkerManager.java @@ -18,22 +18,18 @@ package org.apache.wayang.api.python.executor; -import org.apache.wayang.api.python.function.PythonCode; -import org.apache.wayang.api.python.function.PythonUDF; +import com.google.protobuf.ByteString; import org.apache.wayang.core.api.exception.WayangException; public class PythonWorkerManager { - private PythonUDF udf; - private PythonCode serializedUDF; + private ByteString serializedUDF; private Iterable inputIterator; public PythonWorkerManager( - PythonUDF udf, - PythonCode serializedUDF, + ByteString serializedUDF, Iterable input ){ - this.udf = udf; this.serializedUDF = serializedUDF; this.inputIterator = input; } @@ -42,25 +38,16 @@ public Iterable execute(){ PythonProcessCaller worker = new PythonProcessCaller(this.serializedUDF); if(worker.isReady()){ - Runnable run1 = () -> { - ProcessFeeder feed = new ProcessFeeder<>( - worker.getSocket(), - this.udf, - this.serializedUDF, - this.inputIterator - ); - feed.send(); - }; - Thread lala = new Thread(run1); - lala.start(); + ProcessFeeder feed = new ProcessFeeder<>( + worker.getSocket(), + this.serializedUDF, + this.inputIterator + ); + feed.send(); ProcessReceiver r = new ProcessReceiver<>(worker.getSocket()); - //r.print(); return r.getIterable(); - //return (Iterable) this.inputIterator; - } else{ - int port = worker.getSocket().getLocalPort(); worker.close(); throw new WayangException("Not possible to work with the Socket provided on port: " + port); diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ReaderIterator.java b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ReaderIterator.java index cac90d8ef..98ea92707 100644 --- a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ReaderIterator.java +++ b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/executor/ReaderIterator.java @@ -19,7 +19,6 @@ package org.apache.wayang.api.python.executor; import java.io.DataInputStream; -import java.io.EOFException; import java.io.IOException; import java.nio.charset.StandardCharsets; import java.util.Iterator; @@ -56,9 +55,6 @@ private Output read() { this.eos = true; return null; } - } catch (EOFException e){ - this.eos = true; - return null; } catch (IOException e) { //e.printStackTrace(); throw new RuntimeException(e); @@ -71,9 +67,11 @@ public boolean hasNext() { if(!this.eos){ nextObj = read(); - // System.out.println(nextObj + " " + !this.eos); - /*To work with null values it is suppose to use -5 + + //To work with null values it is suppose to use -5 + /* if(this.nextObj == null){ + System.out.println("HAS NEXT IS NULL"); return false; }*/ @@ -94,5 +92,4 @@ public Output next() { throw new NoSuchElementException(); } - } diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedFlatMapDescriptor.java b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedFlatMapDescriptor.java new file mode 100644 index 000000000..100e9b219 --- /dev/null +++ b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedFlatMapDescriptor.java @@ -0,0 +1,53 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.wayang.api.python.function; + +import org.apache.wayang.api.python.executor.PythonWorkerManager; +import org.apache.wayang.core.function.FlatMapDescriptor; +import org.apache.wayang.core.optimizer.ProbabilisticDoubleInterval; +import org.apache.wayang.core.optimizer.costs.LoadProfileEstimator; +import org.apache.wayang.core.types.BasicDataUnitType; + +import com.google.protobuf.ByteString; +import java.util.ArrayList; + +public class WrappedFlatMapDescriptor extends FlatMapDescriptor { + + public WrappedFlatMapDescriptor( + final ByteString serializedUDF, + BasicDataUnitType inputTypeClass, + BasicDataUnitType outputTypeClass, + ProbabilisticDoubleInterval selectivity, + LoadProfileEstimator udfLoad + ) { + super( + (item) -> { + final ArrayList input = new ArrayList<>(); + input.add(item); + final PythonWorkerManager manager = new PythonWorkerManager<>(serializedUDF, input); + final Iterable output = manager.execute(); + return output; + }, + inputTypeClass, + outputTypeClass, + selectivity, + udfLoad + ); + } +} diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/PythonFunctionWrapper.java b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedMapPartitionsDescriptor.java similarity index 54% rename from wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/PythonFunctionWrapper.java rename to wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedMapPartitionsDescriptor.java index d7300d267..03ccda041 100644 --- a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/PythonFunctionWrapper.java +++ b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedMapPartitionsDescriptor.java @@ -18,29 +18,29 @@ package org.apache.wayang.api.python.function; +import org.apache.wayang.core.function.MapPartitionsDescriptor; import org.apache.wayang.api.python.executor.PythonWorkerManager; import org.apache.wayang.core.function.FunctionDescriptor; - -public class PythonFunctionWrapper implements FunctionDescriptor.SerializableFunction, Iterable> { - - private PythonUDF myUDF; - private PythonCode serializedUDF; - - public PythonFunctionWrapper(PythonUDF myUDF, PythonCode serializedUDF){ - this.myUDF = myUDF; - this.serializedUDF = serializedUDF; - } - - @Override - public Iterable apply(Iterable input) { - - PythonWorkerManager manager = new PythonWorkerManager<>( - this.myUDF, - this.serializedUDF, - input - ); - Iterable output = manager.execute(); - return output; - } - +import org.apache.wayang.core.optimizer.ProbabilisticDoubleInterval; + +import com.google.protobuf.ByteString; + +public class WrappedMapPartitionsDescriptor extends MapPartitionsDescriptor { + + public WrappedMapPartitionsDescriptor( + final ByteString serializedUDF, + Class inputTypeClass, + Class outputTypeClass + ) { + super( + input -> { + final PythonWorkerManager manager = new PythonWorkerManager<>(serializedUDF, input); + final Iterable output = manager.execute(); + return output; + }, + inputTypeClass, + outputTypeClass, + (ProbabilisticDoubleInterval) null + ); + } } diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedPredicateDescriptor.java b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedPredicateDescriptor.java new file mode 100644 index 000000000..9af4e0ff5 --- /dev/null +++ b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedPredicateDescriptor.java @@ -0,0 +1,58 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.wayang.api.python.function; + +import org.apache.wayang.api.python.executor.PythonWorkerManager; +import org.apache.wayang.core.function.FlatMapDescriptor; +import org.apache.wayang.core.function.PredicateDescriptor; +import org.apache.wayang.core.optimizer.ProbabilisticDoubleInterval; +import org.apache.wayang.core.optimizer.costs.LoadProfileEstimator; +import org.apache.wayang.core.types.BasicDataUnitType; + +import com.google.protobuf.ByteString; +import java.util.ArrayList; + +public class WrappedPredicateDescriptor extends PredicateDescriptor { + + public WrappedPredicateDescriptor( + final ByteString serializedUDF, + BasicDataUnitType inputTypeClass, + ProbabilisticDoubleInterval selectivity, + LoadProfileEstimator udfLoad + ) { + super( + (item) -> { + final ArrayList input = new ArrayList<>(); + input.add(item); + final PythonWorkerManager manager = new PythonWorkerManager<>(serializedUDF, input); + final Iterable output = manager.execute(); + if (output.iterator().hasNext()) { + String next = output.iterator().next(); + System.out.println(Integer.valueOf(next) == 1); + return Integer.valueOf(next) == 1; + } + + return false; + }, + inputTypeClass, + selectivity, + udfLoad + ); + } +} diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/PythonUDF.java b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedPythonFunction.java similarity index 58% rename from wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/PythonUDF.java rename to wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedPythonFunction.java index 1f8dc5dc5..d922c385f 100644 --- a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/PythonUDF.java +++ b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedPythonFunction.java @@ -18,8 +18,23 @@ package org.apache.wayang.api.python.function; +import com.google.protobuf.ByteString; +import org.apache.wayang.api.python.executor.PythonWorkerManager; import org.apache.wayang.core.function.FunctionDescriptor; -public interface PythonUDF extends FunctionDescriptor.SerializableFunction, Iterable>{ +public class WrappedPythonFunction implements FunctionDescriptor.SerializableFunction, Iterable> { + + private ByteString serializedUDF; + + public WrappedPythonFunction(ByteString serializedUDF){ + this.serializedUDF = serializedUDF; + } + + @Override + public Iterable apply(Iterable input) { + final PythonWorkerManager manager = new PythonWorkerManager<>(serializedUDF, input); + final Iterable output = manager.execute(); + return output; + } } diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedReduceDescriptor.java b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedReduceDescriptor.java new file mode 100644 index 000000000..0110e0359 --- /dev/null +++ b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedReduceDescriptor.java @@ -0,0 +1,54 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.wayang.api.python.function; + +import org.apache.wayang.core.function.MapPartitionsDescriptor; +import org.apache.wayang.core.function.ReduceDescriptor; + +import java.util.ArrayList; + +import org.apache.wayang.api.python.executor.PythonWorkerManager; +import org.apache.wayang.core.function.FunctionDescriptor; +import org.apache.wayang.core.optimizer.ProbabilisticDoubleInterval; +import org.apache.wayang.core.types.BasicDataUnitType; +import org.apache.wayang.core.types.DataUnitGroupType; + +import com.google.protobuf.ByteString; + +public class WrappedReduceDescriptor extends ReduceDescriptor { + + public WrappedReduceDescriptor( + final ByteString serializedUDF, + DataUnitGroupType inputTypeClass, + BasicDataUnitType outputTypeClass + ) { + super( + (a, b) -> { + final ArrayList input = new ArrayList<>(); + input.add(a); + input.add(b); + final PythonWorkerManager manager = new PythonWorkerManager<>(serializedUDF, input); + final Iterable output = manager.execute(); + return output.iterator().next(); + }, + inputTypeClass, + outputTypeClass + ); + } +} diff --git a/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedTransformationDescriptor.java b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedTransformationDescriptor.java new file mode 100644 index 000000000..92c3977cd --- /dev/null +++ b/wayang-api/wayang-api-python/src/main/java/org/apache/wayang/api/python/function/WrappedTransformationDescriptor.java @@ -0,0 +1,48 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.wayang.api.python.function; + +import org.apache.wayang.core.function.TransformationDescriptor; +import org.apache.wayang.core.types.BasicDataUnitType; +import org.apache.wayang.api.python.executor.PythonWorkerManager; +import org.apache.wayang.core.function.FunctionDescriptor; + +import com.google.protobuf.ByteString; +import java.util.ArrayList; + +public class WrappedTransformationDescriptor extends TransformationDescriptor { + + public WrappedTransformationDescriptor( + final ByteString serializedUDF, + BasicDataUnitType inputTypeClass, + BasicDataUnitType outputTypeClass + ) { + super( + (item) -> { + final ArrayList input = new ArrayList<>(); + input.add(item); + final PythonWorkerManager manager = new PythonWorkerManager<>(serializedUDF, input); + final Iterable output = manager.execute(); + return output.iterator().next(); + }, + inputTypeClass, + outputTypeClass + ); + } +} diff --git a/wayang-api/wayang-api-python/src/main/resources/wayang-api-python-defaults.properties b/wayang-api/wayang-api-python/src/main/resources/wayang-api-python-defaults.properties index 5f9e8f4e4..55c6ce726 100644 --- a/wayang-api/wayang-api-python/src/main/resources/wayang-api-python-defaults.properties +++ b/wayang-api/wayang-api-python/src/main/resources/wayang-api-python-defaults.properties @@ -14,6 +14,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # +wayang.api.python.worker = /var/www/html/python/src/pywy/execution/worker.py +wayang.api.python.path = python3 +wayang.api.python.env.path = /usr/local/lib/python3.8/dist-packages -wayang.api.python.worker = python/src/pywy/platforms/jvm/worker.py -wayang.api.python.path = /opt/python3 diff --git a/wayang-api/wayang-api-python/src/test/java/org/apache/wayang/api/python/PythonAPITest.java b/wayang-api/wayang-api-python/src/test/java/org/apache/wayang/api/python/PythonAPITest.java deleted file mode 100644 index e84129827..000000000 --- a/wayang-api/wayang-api-python/src/test/java/org/apache/wayang/api/python/PythonAPITest.java +++ /dev/null @@ -1,25 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.wayang.api.python; - -import static org.junit.jupiter.api.Assertions.*; - -class PythonAPITest { - -} \ No newline at end of file diff --git a/wayang-api/wayang-api-rest/src/main/java/org/apache/wayang/api/rest/server/spring/decoder/WayangPlanBuilder.java b/wayang-api/wayang-api-rest/src/main/java/org/apache/wayang/api/rest/server/spring/decoder/WayangPlanBuilder.java deleted file mode 100644 index c45cf2ea4..000000000 --- a/wayang-api/wayang-api-rest/src/main/java/org/apache/wayang/api/rest/server/spring/decoder/WayangPlanBuilder.java +++ /dev/null @@ -1,239 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.wayang.api.rest.server.spring.decoder; - -import com.google.protobuf.InvalidProtocolBufferException; -import org.apache.wayang.api.python.function.WrappedPythonFunction; -import org.apache.wayang.basic.operators.MapPartitionsOperator; -import org.apache.wayang.basic.operators.TextFileSink; -import org.apache.wayang.basic.operators.TextFileSource; -import org.apache.wayang.basic.operators.UnionAllOperator; -import org.apache.wayang.commons.serializable.OperatorProto; -import org.apache.wayang.commons.serializable.PlanProto; -import org.apache.wayang.commons.serializable.WayangPlanProto; -import org.apache.wayang.core.api.WayangContext; -import org.apache.wayang.core.api.exception.WayangException; -import org.apache.wayang.core.function.MapPartitionsDescriptor; -import org.apache.wayang.core.plan.wayangplan.OperatorBase; -import org.apache.wayang.core.plan.wayangplan.WayangPlan; -import org.apache.wayang.java.Java; -import org.apache.wayang.spark.Spark; - -import java.io.File; -import java.io.FileInputStream; -import java.io.IOException; -import java.net.MalformedURLException; -import java.net.URL; -import java.util.*; -import java.util.stream.Collectors; -import java.util.Base64; - -public class WayangPlanBuilder { - - private WayangPlan wayangPlan; - private WayangContext wayangContext; - - public WayangPlanBuilder(FileInputStream planFile){ - try { - - WayangPlanProto plan = WayangPlanProto.parseFrom(planFile); - - this.wayangContext = buildContext(plan); - this.wayangPlan = buildPlan(plan); - - } catch (IOException e) { - e.printStackTrace(); - } - } - - public WayangPlanBuilder(String writtenPlan){ - - System.out.println(writtenPlan); - byte[] message = Base64.getDecoder().decode(writtenPlan); - System.out.println(message); - - try { - WayangPlanProto plan = WayangPlanProto.parseFrom(message); - - this.wayangContext = buildContext(plan); - this.wayangPlan = buildPlan(plan); - } catch (InvalidProtocolBufferException e) { - e.printStackTrace(); - } - - } - - private WayangContext buildContext(WayangPlanProto plan){ - - WayangContext ctx = new WayangContext(); -// plan.getContext().getPlatformsList().forEach(platform -> { -// if (platform.getNumber() == 0) -// ctx.with(Java.basicPlugin()); -// else if (platform.getNumber() == 1) -// ctx.with(Spark.basicPlugin()); -// }); - ctx.with(Spark.basicPlugin()); - - return ctx; - } - - private WayangPlan buildPlan(WayangPlanProto plan){ - - System.out.println(plan); - - PlanProto planProto = plan.getPlan(); - LinkedList protoList = new LinkedList<>(); - planProto.getSourcesList().forEach(protoList::addLast); - - Map operators = new HashMap<>(); - List sinks = new ArrayList<>(); - while(! protoList.isEmpty()) { - - OperatorProto proto = protoList.pollFirst(); - - /* Checking if protoOperator can be connected to the current WayangPlan*/ - boolean processIt; - if(proto.getType().equals("source")) processIt = true; - - else { - /* Checking if ALL predecessors were already processed */ - processIt = true; - for(String predecessor : proto.getPredecessorsList()){ - if (!operators.containsKey(predecessor)) { - processIt = false; - break; - } - } - } - - /* Operators should not be processed twice*/ - if(operators.containsKey(proto.getId())) processIt = false; - - if(processIt) { - - /* Create and store Wayang operator */ - OperatorBase operator = createOperatorByType(proto); - operators.put(proto.getId(), operator); - - /*TODO Connect with predecessors requires more details in connection slot*/ - int order = 0; - for (String pre_id : proto.getPredecessorsList()) { - - OperatorBase predecessor = operators.get(pre_id); - /* Only works without replicate topology */ - predecessor.connectTo(0, operator, order); - order++; - - if(proto.getType().toLowerCase().contains("sink")){ - sinks.add(operator); - //if(!sinks.contains(operator)) { - // sinks.add(operator); - //} - } - } - - /*List of OperatorProto successors - * They will be added to the protoList - * nevertheless they must be processed only if the parents are in operators list */ - List listSuccessors = planProto.getOperatorsList() - .stream() - .filter(t -> proto.getSuccessorsList().contains(t.getId())) - .collect(Collectors.toList()); - for (OperatorProto successor : listSuccessors){ - if(!protoList.contains(successor)){ - protoList.addLast(successor); - } - } - - List sinkSuccessors = planProto.getSinksList() - .stream() - .filter(t -> proto.getSuccessorsList().contains(t.getId())) - .collect(Collectors.toList()); - for (OperatorProto successor : sinkSuccessors){ - if(!protoList.contains(successor)){ - protoList.addLast(successor); - } - } - - } else { - - /* In case we cannot process it yet, It must be added again at the end*/ - protoList.addLast(proto); - } - } - - WayangPlan wayangPlan = new WayangPlan(sinks.get(0)); - return wayangPlan; - } - - public OperatorBase createOperatorByType(OperatorProto operator){ - - switch(operator.getType()){ - case "TextFileSource": - try { - String source_path = operator.getPath(); - URL url = new File(source_path).toURI().toURL(); - return new TextFileSource(url.toString()); - } catch (MalformedURLException e) { - e.printStackTrace(); - } - break; - case "TextFileSink": - try { - String sink_path = operator.getPath(); - URL url = new File(sink_path).toURI().toURL(); - return new TextFileSink( - url.toString(), - String.class - ); - - } catch (MalformedURLException e) { - e.printStackTrace(); - } - break; - case "MapPartitionOperator": - return new MapPartitionsOperator<>( - new MapPartitionsDescriptor( - new WrappedPythonFunction( - l -> l, - operator.getUdf() - ), - String.class, - String.class - ) - ); - - case "union": - return new UnionAllOperator( - String.class - ); - - } - - throw new WayangException("Operator Type not supported "+operator.getType()); - } - - public WayangContext getWayangContext() { - return wayangContext; - } - - public WayangPlan getWayangPlan() { - return wayangPlan; - } -} diff --git a/wayang-api/wayang-api-rest/src/main/java/org/apache/wayang/api/rest/server/spring/general/WayangController.java b/wayang-api/wayang-api-rest/src/main/java/org/apache/wayang/api/rest/server/spring/general/WayangController.java deleted file mode 100644 index d87044fc3..000000000 --- a/wayang-api/wayang-api-rest/src/main/java/org/apache/wayang/api/rest/server/spring/general/WayangController.java +++ /dev/null @@ -1,304 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.wayang.api.rest.server.spring.general; - -import com.google.protobuf.ByteString; -import org.apache.wayang.api.python.function.WrappedPythonFunction; -import org.apache.wayang.api.rest.server.spring.decoder.WayangPlanBuilder; -import org.apache.wayang.basic.operators.*; -import org.apache.wayang.commons.serializable.OperatorProto; -import org.apache.wayang.commons.serializable.PlanProto; -import org.apache.wayang.core.api.WayangContext; -import org.apache.wayang.core.api.exception.WayangException; -import org.apache.wayang.core.function.MapPartitionsDescriptor; -import org.apache.wayang.core.plan.wayangplan.OperatorBase; -import org.springframework.web.bind.annotation.GetMapping; -import org.springframework.web.bind.annotation.PostMapping; -import org.springframework.web.bind.annotation.RequestParam; -import org.springframework.web.bind.annotation.RestController; - -import java.io.File; -import java.io.FileInputStream; -import java.io.FileNotFoundException; -import java.io.IOException; -import java.net.MalformedURLException; -import java.net.URI; -import java.net.URISyntaxException; -import java.net.URL; -import java.nio.file.Paths; -import java.util.*; -import java.util.stream.Collectors; - -import org.apache.wayang.core.plan.wayangplan.WayangPlan; -import org.apache.wayang.java.Java; -import org.apache.wayang.spark.Spark; - -import org.apache.wayang.commons.serializable.WayangPlanProto; -import org.springframework.web.multipart.MultipartFile; - - -@RestController -public class WayangController { - - @GetMapping("/plan/create/fromfile") - public String planFromFile( - //@RequestParam("file") MultipartFile file - ){ - - try { - FileInputStream inputStream = new FileInputStream(Paths.get(".").toRealPath() + "/protobuf/wayang_message"); - WayangPlanBuilder wpb = new WayangPlanBuilder(inputStream); - - /*TODO ADD id to executions*/ - wpb.getWayangContext().execute(wpb.getWayangPlan()); - - } catch (IOException e) { - e.printStackTrace(); - } - - return "Builder works"; - } - - @PostMapping("/plan/create") - public String planFromMessage( - @RequestParam("message") String message - ){ - - WayangPlanBuilder wpb = new WayangPlanBuilder(message); - - /*TODO ADD id to executions*/ - wpb.getWayangContext().execute(wpb.getWayangPlan()); - - return ""; - } - - @GetMapping("/") - public String all(){ - System.out.println("detected!"); - - try { - FileInputStream inputStream = new FileInputStream(Paths.get(".").toRealPath() + "/protobuf/wayang_message"); - WayangPlanProto plan = WayangPlanProto.parseFrom(inputStream); - - WayangContext wc = buildContext(plan); - WayangPlan wp = buildPlan(plan); - - System.out.println("Plan!"); - System.out.println(wp.toString()); - - wc.execute(wp); - return("Works!"); - - } catch (FileNotFoundException e) { - e.printStackTrace(); - } catch (IOException e) { - e.printStackTrace(); - } - - return "Not working"; - } - - private WayangContext buildContext(WayangPlanProto plan){ - - WayangContext ctx = new WayangContext(); -// plan.getContext().getPlatformsList().forEach(platform -> { -// if (platform.getNumber() == 0) -// ctx.with(Java.basicPlugin()); -// else if (platform.getNumber() == 1) -// ctx.with(Spark.basicPlugin()); -// }); - ctx.with(Spark.basicPlugin()); - - return ctx; - } - - private WayangPlan buildPlan(WayangPlanProto plan){ - - System.out.println(plan); - - PlanProto planProto = plan.getPlan(); - LinkedList protoList = new LinkedList<>(); - planProto.getSourcesList().forEach(protoList::addLast); - - Map operators = new HashMap<>(); - List sinks = new ArrayList<>(); - while(! protoList.isEmpty()) { - - OperatorProto proto = protoList.pollFirst(); - - /* Checking if protoOperator can be connected to the current WayangPlan*/ - boolean processIt; - if(proto.getType().equals("source")) processIt = true; - - else { - /* Checking if ALL predecessors were already processed */ - processIt = true; - for(String predecessor : proto.getPredecessorsList()){ - if (!operators.containsKey(predecessor)) { - processIt = false; - break; - } - } - } - - /* Operators should not be processed twice*/ - if(operators.containsKey(proto.getId())) processIt = false; - - if(processIt) { - - /* Create and store Wayang operator */ - OperatorBase operator = createOperatorByType(proto); - operators.put(proto.getId(), operator); - - /*TODO Connect with predecessors requires more details in connection slot*/ - int order = 0; - for (String pre_id : proto.getPredecessorsList()) { - - OperatorBase predecessor = operators.get(pre_id); - /* Only works without replicate topology */ - predecessor.connectTo(0, operator, order); - order++; - - if(proto.getType().equals("sink")){ - sinks.add(operator); - //if(!sinks.contains(operator)) { - // sinks.add(operator); - //} - } - } - - /*List of OperatorProto successors - * They will be added to the protoList - * nevertheless they must be processed only if the parents are in operators list */ - List listSuccessors = planProto.getOperatorsList() - .stream() - .filter(t -> proto.getSuccessorsList().contains(t.getId())) - .collect(Collectors.toList()); - for (OperatorProto successor : listSuccessors){ - if(!protoList.contains(successor)){ - protoList.addLast(successor); - } - } - - List sinkSuccessors = planProto.getSinksList() - .stream() - .filter(t -> proto.getSuccessorsList().contains(t.getId())) - .collect(Collectors.toList()); - for (OperatorProto successor : sinkSuccessors){ - if(!protoList.contains(successor)){ - protoList.addLast(successor); - } - } - - } else { - - /* In case we cannot process it yet, It must be added again at the end*/ - protoList.addLast(proto); - } - } - - WayangPlan wayangPlan = new WayangPlan(sinks.get(0)); - return wayangPlan; - } - - public OperatorBase createOperatorByType(OperatorProto operator){ - - System.out.println("Typo: " + operator.getType()); - switch(operator.getType()){ - case "source": - try { - String source_path = operator.getPath(); - URL url = new File(source_path).toURI().toURL(); - return new TextFileSource(url.toString()); - } catch (MalformedURLException e) { - e.printStackTrace(); - } - break; - case "sink": - try { - String sink_path = operator.getPath(); - URL url = new File(sink_path).toURI().toURL(); - return new TextFileSink( - url.toString(), - String.class - ); - - } catch (MalformedURLException e) { - e.printStackTrace(); - } - break; - case "reduce_by_key": - try { - /* Function to be applied in Python workers */ - ByteString function = operator.getUdf(); - - /* Has dimension or positions that compose GroupKey */ - Map parameters = operator.getParametersMap(); - - PyWayangReduceByOperator op = new PyWayangReduceByOperator( - operator.getParametersMap(), - operator.getUdf() , - String.class, - String.class, - false - ); - - String sink_path = operator.getPath(); - URL url = new File(sink_path).toURI().toURL(); - return new TextFileSink( - url.toString(), - String.class - ); - - } catch (MalformedURLException e) { - e.printStackTrace(); - } - break; - case "map_partition": - return new MapPartitionsOperator<>( - new MapPartitionsDescriptor( - new WrappedPythonFunction( - l -> l, - operator.getUdf() - ), - String.class, - String.class - ) - ); - - case "union": - return new UnionAllOperator( - String.class - ); - - } - - throw new WayangException("Operator Type not supported"); - } - - public static URI createUri(String resourcePath) { - try { - return Thread.currentThread().getClass().getResource(resourcePath).toURI(); - } catch (URISyntaxException e) { - throw new IllegalArgumentException("Illegal URI.", e); - } - - } - -} diff --git a/wayang-api/wayang-api-scala-java/pom.xml b/wayang-api/wayang-api-scala-java/pom.xml index bdee69102..8c8871e00 100644 --- a/wayang-api/wayang-api-scala-java/pom.xml +++ b/wayang-api/wayang-api-scala-java/pom.xml @@ -64,6 +64,11 @@ wayang-utils-profile-db 0.7.1 + + org.apache.wayang + wayang-api-python + 0.7.1 + org.apache.commons commons-lang3 @@ -128,6 +133,11 @@ 4.1.45.Final + com.google.protobuf + protobuf-java + 3.15.2 + + com.fasterxml.jackson.core jackson-databind diff --git a/wayang-api/wayang-api-scala-java/src/main/scala/org/apache/wayang/api/DataQuanta.scala b/wayang-api/wayang-api-scala-java/src/main/scala/org/apache/wayang/api/DataQuanta.scala index c5ff0e15f..dcc1ffa49 100644 --- a/wayang-api/wayang-api-scala-java/src/main/scala/org/apache/wayang/api/DataQuanta.scala +++ b/wayang-api/wayang-api-scala-java/src/main/scala/org/apache/wayang/api/DataQuanta.scala @@ -38,6 +38,8 @@ import org.apache.wayang.core.platform.Platform import org.apache.wayang.core.util.{Tuple => WayangTuple} import org.apache.wayang.basic.data.{Tuple2 => WayangTuple2} import org.apache.wayang.commons.util.profiledb.model.Experiment +import com.google.protobuf.ByteString; +import org.apache.wayang.api.python.function._ import scala.collection.JavaConversions import scala.collection.JavaConversions._ @@ -119,6 +121,24 @@ class DataQuanta[Out: ClassTag](val operator: ElementaryOperator, outputIndex: I mapOperator } + /** + * Feed this instance into a [[MapPartitionsOperator]]. + * + * @return a new instance representing the [[MapOperator]]'s output + */ + def mapPartitionsPython[NewOut: ClassTag](udf: String): DataQuanta[NewOut] = { + val mapOperator = new MapPartitionsOperator( + new WrappedMapPartitionsDescriptor[Object, Object]( + ByteString.copyFromUtf8(udf), + classOf[Object], + classOf[Object], + ), + ) + this.connectTo(mapOperator, 0) + mapOperator + } + + /** * Feed this instance into a [[MapOperator]] with a [[ProjectionDescriptor]]. * @@ -178,6 +198,21 @@ class DataQuanta[Out: ClassTag](val operator: ElementaryOperator, outputIndex: I filterOperator } + def filterPython(udf: String, + sqlUdf: String = null, + selectivity: ProbabilisticDoubleInterval = null, + udfLoad: LoadProfileEstimator = null): DataQuanta[Out] = { + val filterOperator = new FilterOperator( + new WrappedPredicateDescriptor( + ByteString.copyFromUtf8(udf), + this.output.getType.getDataUnitType.toBasicDataUnitType, + selectivity, + udfLoad + ).withSqlImplementation(sqlUdf)) + this.connectTo(filterOperator, 0) + filterOperator + } + /** * Feed this instance into a [[FlatMapOperator]]. * @@ -209,6 +244,22 @@ class DataQuanta[Out: ClassTag](val operator: ElementaryOperator, outputIndex: I flatMapOperator } + def flatMapPython[NewOut: ClassTag](udf: String, + selectivity: ProbabilisticDoubleInterval = null, + udfLoad: LoadProfileEstimator = null): DataQuanta[NewOut] = { + val flatMapOperator = new FlatMapOperator( + new WrappedFlatMapDescriptor( + ByteString.copyFromUtf8(udf), + basicDataUnitType[Out], + basicDataUnitType[NewOut], + selectivity, + udfLoad + ) + ) + this.connectTo(flatMapOperator, 0) + flatMapOperator + } + /** * Feed this instance into a [[SampleOperator]]. If this operation is inside of a loop, the sampling size * can be adjusted in each iteration. @@ -334,6 +385,26 @@ class DataQuanta[Out: ClassTag](val operator: ElementaryOperator, outputIndex: I reduceByOperator } + def reduceByKeyPython[Key: ClassTag](keyUdf: String, + udf: String, + udfLoad: LoadProfileEstimator = null) + : DataQuanta[Out] = { + val reduceByOperator = new ReduceByOperator( + new WrappedTransformationDescriptor( + ByteString.copyFromUtf8(keyUdf), + basicDataUnitType[Out], + basicDataUnitType[Key] + ), + new WrappedReduceDescriptor( + ByteString.copyFromUtf8(udf), + groupedDataUnitType[Out], + basicDataUnitType[Out] + ) + ) + this.connectTo(reduceByOperator, 0) + reduceByOperator + } + /** * Feed this instance into a [[MaterializedGroupByOperator]]. * @@ -467,6 +538,29 @@ class DataQuanta[Out: ClassTag](val operator: ElementaryOperator, outputIndex: I joinOperator } + def joinPython[ThatOut: ClassTag, Key: ClassTag] + (thisKeyUdf: String, + that: DataQuanta[ThatOut], + thatKeyUdf: String) + : DataQuanta[WayangTuple2[Out, ThatOut]] = { + require(this.planBuilder eq that.planBuilder, s"$this and $that must use the same plan builders.") + val joinOperator = new JoinOperator( + new WrappedTransformationDescriptor( + ByteString.copyFromUtf8(thisKeyUdf), + basicDataUnitType[Out], + basicDataUnitType[Key] + ), + new WrappedTransformationDescriptor( + ByteString.copyFromUtf8(thatKeyUdf), + basicDataUnitType[ThatOut], + basicDataUnitType[Key] + ) + ) + this.connectTo(joinOperator, 0) + that.connectTo(joinOperator, 1) + joinOperator + } + /** * Feeds this and a further instance into a [[CoGroupOperator]]. * diff --git a/wayang-assembly/.gitignore b/wayang-assembly/.gitignore new file mode 100644 index 000000000..916e17c09 --- /dev/null +++ b/wayang-assembly/.gitignore @@ -0,0 +1 @@ +dependency-reduced-pom.xml diff --git a/wayang-assembly/.rat-excludes b/wayang-assembly/.rat-excludes new file mode 100644 index 000000000..8d5fa00b9 --- /dev/null +++ b/wayang-assembly/.rat-excludes @@ -0,0 +1,2 @@ +.gitignore +dependency-reduced-pom.xml diff --git a/wayang-assembly/dependency-reduced-pom.xml b/wayang-assembly/dependency-reduced-pom.xml new file mode 100644 index 000000000..7713b09f0 --- /dev/null +++ b/wayang-assembly/dependency-reduced-pom.xml @@ -0,0 +1,180 @@ + + + + + wayang + org.apache.wayang + 0.7.1 + + 4.0.0 + wayang-assembly + pom + Wayang Project Assembly + https://wayang.apache.org/ + + + + maven-deploy-plugin + + true + + + + maven-install-plugin + + true + + + + maven-shade-plugin + 3.5.0 + + + package + + shade + + + + + org.typelevel.cats.* + org.shaded.cats.* + + + cats.* + shaded.cats.* + + + + + + + + + + + distribution + + + + maven-assembly-plugin + 3.1.0 + + + dist + package + + single + + + + src/main/assembly/assembly.xml + + + + + + + + + + + + org.junit.jupiter + junit-jupiter + 5.6.1 + test + + + junit-jupiter-api + org.junit.jupiter + + + junit-jupiter-params + org.junit.jupiter + + + junit-jupiter-engine + org.junit.jupiter + + + + + org.junit.vintage + junit-vintage-engine + 5.6.1 + test + + + apiguardian-api + org.apiguardian + + + junit-platform-engine + org.junit.platform + + + junit + junit + + + + + org.mockito + mockito-core + 3.5.10 + test + + + byte-buddy + net.bytebuddy + + + byte-buddy-agent + net.bytebuddy + + + + + org.mockito + mockito-junit-jupiter + 3.5.10 + test + + + junit-jupiter-api + org.junit.jupiter + + + + + org.assertj + assertj-core + 3.17.2 + test + + + + assembly + package + wayang-${project.version} + none + + diff --git a/wayang-assembly/pom.xml b/wayang-assembly/pom.xml index 090e12720..683f98d12 100644 --- a/wayang-assembly/pom.xml +++ b/wayang-assembly/pom.xml @@ -88,6 +88,11 @@ wayang-ml4all 0.7.1 + + org.apache.wayang + wayang-api-json + 0.7.1 + org.apache.spark spark-core_2.12 @@ -104,10 +109,11 @@ ${spark.version} - org.apache.wayang - wayang-api-json - 0.7.1 + com.google.code.gson + gson + 2.10.1 + diff --git a/wayang-commons/pom.xml b/wayang-commons/pom.xml index ac0ba802a..eaeb9ddf2 100644 --- a/wayang-commons/pom.xml +++ b/wayang-commons/pom.xml @@ -217,6 +217,7 @@ wayang-core wayang-basic wayang-utils-profile-db + wayang-serializable diff --git a/wayang-commons/wayang-basic/src/main/java/org/apache/wayang/basic/operators/PyWayangReduceByOperator.java b/wayang-commons/wayang-basic/src/main/java/org/apache/wayang/basic/operators/PyWayangReduceByOperator.java new file mode 100644 index 000000000..1951b31a9 --- /dev/null +++ b/wayang-commons/wayang-basic/src/main/java/org/apache/wayang/basic/operators/PyWayangReduceByOperator.java @@ -0,0 +1,62 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.wayang.basic.operators; + +import com.google.protobuf.ByteString; +import org.apache.wayang.core.plan.wayangplan.UnaryToUnaryOperator; +import org.apache.wayang.core.types.DataSetType; + +import java.util.Map; + +public class PyWayangReduceByOperator extends UnaryToUnaryOperator { + + protected final Map parameters; + protected final ByteString reduceDescriptor; + + public PyWayangReduceByOperator(Map parameters, + ByteString reduceDescriptor, + DataSetType inputType, DataSetType outputType, boolean isSupportingBroadcastInputs) { + super(inputType, outputType, isSupportingBroadcastInputs); + this.parameters = parameters; + this.reduceDescriptor = reduceDescriptor; + } + + public PyWayangReduceByOperator(Map parameters, + ByteString reduceDescriptor, + Class inputType, Class outputType, boolean isSupportingBroadcastInputs) { + super(DataSetType.createDefault(inputType), DataSetType.createDefault(outputType), isSupportingBroadcastInputs); + this.parameters = parameters; + this.reduceDescriptor = reduceDescriptor; + } + + public PyWayangReduceByOperator(PyWayangReduceByOperator that) { + super(that); + this.parameters = that.getParameters(); + this.reduceDescriptor = that.getReduceDescriptor(); + } + + public Map getParameters() { + return this.parameters; + } + + public ByteString getReduceDescriptor() { + return this.reduceDescriptor; + } + +} \ No newline at end of file diff --git a/wayang-commons/wayang-serializable/pom.xml b/wayang-commons/wayang-serializable/pom.xml new file mode 100644 index 000000000..dbc39961b --- /dev/null +++ b/wayang-commons/wayang-serializable/pom.xml @@ -0,0 +1,101 @@ + + + + + wayang-commons + org.apache.wayang + 0.7.1 + + 4.0.0 + + wayang-serializable + 0.7.1 + jar + + + UTF-8 + 3.15.2 + 3.15.2 + 1.8 + 1.8 + + + + + + org.apache.wayang + wayang-commons + 0.7.1 + pom + import + + + + + + + com.google.protobuf + protobuf-java + ${protobuf.version} + + + + + + kr.motd.maven + os-maven-plugin + 1.6.2 + + + + + org.xolstice.maven.plugins + protobuf-maven-plugin + 0.5.1 + + com.google.protobuf:protoc:${protoc.version}:exe:${os.detected.classifier} + + + + + compile + compile-python + test-compile + + + + + + + + + + ${basedir}/target/generated-sources/protobuf/python + ${basedir}/../../pywayang/protobuf + + **/*.py + + + + + + diff --git a/wayang-commons/wayang-serializable/src/main/proto/pywayangplan.proto b/wayang-commons/wayang-serializable/src/main/proto/pywayangplan.proto new file mode 100644 index 000000000..5fb373eab --- /dev/null +++ b/wayang-commons/wayang-serializable/src/main/proto/pywayangplan.proto @@ -0,0 +1,67 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +syntax="proto2"; + +option java_multiple_files = true; +option java_package = "org.apache.wayang.commons.serializable"; + +/*Java Operator or concatenated Python Pipeline*/ +message OperatorProto{ + optional string id = 1; + optional string type = 2; + optional bytes udf = 3; + optional string path = 4; + // repeated OperatorProto predecessors = 5; + repeated string predecessors = 5; + // repeated OperatorProto successors = 6; + repeated string successors = 6; + map parameters = 7; +} + +message PlanProto{ + + enum TypesProto{ + string = 0; + integer = 1; + } + + repeated OperatorProto sources = 1; + repeated OperatorProto operators = 2; + repeated OperatorProto sinks = 3; + optional TypesProto input = 4; + optional TypesProto output = 5; + +} + +message ContextProto{ + + enum PlatformProto{ + java = 0; + spark = 1; + } + + repeated PlatformProto platforms = 1; +} + +message WayangPlanProto{ + + optional PlanProto plan = 1; + optional ContextProto context = 2; + +} \ No newline at end of file diff --git a/wayang-commons/wayang-serializable/src/main/python/pyplangenerator.sh b/wayang-commons/wayang-serializable/src/main/python/pyplangenerator.sh new file mode 100644 index 000000000..f86efb518 --- /dev/null +++ b/wayang-commons/wayang-serializable/src/main/python/pyplangenerator.sh @@ -0,0 +1,20 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +protoc -I=/Users/rodrigopardomeza/wayang/incubator-wayang/protobuf \ +--python_out=/Users/rodrigopardomeza/wayang/incubator-wayang/pywayang/protobuf/ \ +/Users/rodrigopardomeza/wayang/incubator-wayang/protobuf/pywayangplan.proto \ No newline at end of file diff --git a/wayang-platforms/wayang-spark/src/main/java/org/apache/wayang/spark/compiler/FunctionCompiler.java b/wayang-platforms/wayang-spark/src/main/java/org/apache/wayang/spark/compiler/FunctionCompiler.java index 2ced8130d..89f92e5fb 100644 --- a/wayang-platforms/wayang-spark/src/main/java/org/apache/wayang/spark/compiler/FunctionCompiler.java +++ b/wayang-platforms/wayang-spark/src/main/java/org/apache/wayang/spark/compiler/FunctionCompiler.java @@ -37,6 +37,7 @@ import java.util.Iterator; import java.util.function.BinaryOperator; import java.util.function.Predicate; +import java.io.Serializable; /** * A compiler translates Wayang functions into executable Java functions. @@ -81,6 +82,7 @@ public FlatMapFunction, O> compile(MapPartitionsDescriptor, Iterable> javaImplementation = descriptor.getJavaImplementation(); + if (javaImplementation instanceof FunctionDescriptor.ExtendedSerializableFunction) { return new ExtendedMapPartitionsFunctionAdapter<>( (FunctionDescriptor.ExtendedSerializableFunction, Iterable>) javaImplementation, diff --git a/wayang-platforms/wayang-spark/src/main/java/org/apache/wayang/spark/compiler/MapPartitionsFunctionAdapter.java b/wayang-platforms/wayang-spark/src/main/java/org/apache/wayang/spark/compiler/MapPartitionsFunctionAdapter.java index 3fb768309..b7ed28b3e 100644 --- a/wayang-platforms/wayang-spark/src/main/java/org/apache/wayang/spark/compiler/MapPartitionsFunctionAdapter.java +++ b/wayang-platforms/wayang-spark/src/main/java/org/apache/wayang/spark/compiler/MapPartitionsFunctionAdapter.java @@ -41,7 +41,7 @@ public MapPartitionsFunctionAdapter(Function, Iterable call(Iterator it) throws Exception { List out = new ArrayList<>(); while (it.hasNext()) { - final Iterable mappedPartition = this.function.apply(Iterators.wrapWithIterable(it)); + Iterable mappedPartition = this.function.apply(Iterators.wrapWithIterable(it)); for (OutputType dataQuantum : mappedPartition) { out.add(dataQuantum); }