org.apache.flink.python.env.PythonDependencyInfo Maven / Gradle / Ivy
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* 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.flink.python.env;
import org.apache.flink.annotation.Internal;
import org.apache.flink.api.common.cache.DistributedCache;
import org.apache.flink.configuration.ReadableConfig;
import org.apache.flink.python.util.PythonDependencyUtils;
import javax.annotation.Nonnull;
import javax.annotation.Nullable;
import java.io.File;
import java.util.HashMap;
import java.util.LinkedHashMap;
import java.util.Map;
import java.util.Objects;
import java.util.Optional;
import static org.apache.flink.python.PythonOptions.PYTHON_ARCHIVES_DISTRIBUTED_CACHE_INFO;
import static org.apache.flink.python.PythonOptions.PYTHON_EXECUTABLE;
import static org.apache.flink.python.PythonOptions.PYTHON_EXECUTION_MODE;
import static org.apache.flink.python.PythonOptions.PYTHON_FILES_DISTRIBUTED_CACHE_INFO;
import static org.apache.flink.python.PythonOptions.PYTHON_PATH;
import static org.apache.flink.python.PythonOptions.PYTHON_REQUIREMENTS_FILE_DISTRIBUTED_CACHE_INFO;
/** PythonDependencyInfo contains the information of third-party dependencies. */
@Internal
public final class PythonDependencyInfo {
/**
* The python files uploaded by TableEnvironment#add_python_file() or command line option
* "-pyfs". The key is the path of the python file and the value is the corresponding origin
* file name.
*/
@Nonnull private final Map pythonFiles;
/**
* The path of the requirements file specified by TableEnvironment#set_python_requirements() or
* command line option "-pyreq".
*/
@Nullable private final String requirementsFilePath;
/**
* The path of the requirements cached directory uploaded by
* TableEnvironment#set_python_requirements() or command line option "-pyreq". It is used to
* support installing python packages offline.
*/
@Nullable private final String requirementsCacheDir;
@Nullable private final String pythonPath;
/**
* The python archives uploaded by TableEnvironment#add_python_archive() or command line option
* "-pyarch". The key is the path of the archive file and the value is the name of the directory
* to extract to.
*/
@Nonnull private final Map archives;
/**
* The path of the python interpreter (e.g. /usr/local/bin/python) specified by
* pyflink.table.TableConfig#set_python_executable() or command line option "-pyexec".
*/
@Nonnull private final String pythonExec;
/** Execution Mode. */
@Nonnull private final String executionMode;
public PythonDependencyInfo(
@Nonnull Map pythonFiles,
@Nullable String requirementsFilePath,
@Nullable String requirementsCacheDir,
@Nonnull Map archives,
@Nonnull String pythonExec) {
this(
pythonFiles,
requirementsFilePath,
requirementsCacheDir,
archives,
pythonExec,
PYTHON_EXECUTION_MODE.defaultValue(),
PYTHON_PATH.defaultValue());
}
public PythonDependencyInfo(
@Nonnull Map pythonFiles,
@Nullable String requirementsFilePath,
@Nullable String requirementsCacheDir,
@Nonnull Map archives,
@Nonnull String pythonExec,
@Nonnull String executionMode,
@Nullable String pythonPath) {
this.pythonFiles = Objects.requireNonNull(pythonFiles);
this.requirementsFilePath = requirementsFilePath;
this.requirementsCacheDir = requirementsCacheDir;
this.pythonExec = Objects.requireNonNull(pythonExec);
this.archives = Objects.requireNonNull(archives);
this.executionMode = Objects.requireNonNull(executionMode);
this.pythonPath = pythonPath;
}
public Map getPythonFiles() {
return pythonFiles;
}
public Optional getRequirementsFilePath() {
return Optional.ofNullable(requirementsFilePath);
}
public Optional getRequirementsCacheDir() {
return Optional.ofNullable(requirementsCacheDir);
}
public String getPythonExec() {
return pythonExec;
}
public Map getArchives() {
return archives;
}
public String getExecutionMode() {
return executionMode;
}
public Optional getPythonPath() {
return Optional.ofNullable(pythonPath);
}
/**
* Creates PythonDependencyInfo from GlobalJobParameters and DistributedCache.
*
* @param config The config.
* @param distributedCache The DistributedCache object of current task.
* @return The PythonDependencyInfo object that contains whole information of python dependency.
*/
public static PythonDependencyInfo create(
ReadableConfig config, DistributedCache distributedCache) {
Map pythonFiles = new LinkedHashMap<>();
for (Map.Entry entry :
config.getOptional(PYTHON_FILES_DISTRIBUTED_CACHE_INFO)
.orElse(new HashMap<>())
.entrySet()) {
File pythonFile = distributedCache.getFile(entry.getKey());
String filePath = pythonFile.getAbsolutePath();
pythonFiles.put(filePath, entry.getValue());
}
String requirementsFilePath = null;
String requirementsCacheDir = null;
String requirementsFileName =
config.getOptional(PYTHON_REQUIREMENTS_FILE_DISTRIBUTED_CACHE_INFO)
.orElse(new HashMap<>())
.get(PythonDependencyUtils.FILE);
if (requirementsFileName != null) {
requirementsFilePath = distributedCache.getFile(requirementsFileName).getAbsolutePath();
String requirementsFileCacheDir =
config.getOptional(PYTHON_REQUIREMENTS_FILE_DISTRIBUTED_CACHE_INFO)
.orElse(new HashMap<>())
.get(PythonDependencyUtils.CACHE);
if (requirementsFileCacheDir != null) {
requirementsCacheDir =
distributedCache.getFile(requirementsFileCacheDir).getAbsolutePath();
}
}
Map archives = new HashMap<>();
for (Map.Entry entry :
config.getOptional(PYTHON_ARCHIVES_DISTRIBUTED_CACHE_INFO)
.orElse(new HashMap<>())
.entrySet()) {
String archiveFilePath = distributedCache.getFile(entry.getKey()).getAbsolutePath();
String targetPath = entry.getValue();
archives.put(archiveFilePath, targetPath);
}
String pythonExec = config.get(PYTHON_EXECUTABLE);
return new PythonDependencyInfo(
pythonFiles,
requirementsFilePath,
requirementsCacheDir,
archives,
pythonExec,
config.get(PYTHON_EXECUTION_MODE),
config.get(PYTHON_PATH));
}
}
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