Github user davies commented on a diff in the pull request:
https://github.com/apache/spark/pull/4897#discussion_r34518258
--- Diff: python/pyspark/context.py ---
@@ -711,6 +721,30 @@ def addPyFile(self, path):
# for tests in local mode
sys.path.insert(1, os.path.join(SparkFiles.getRootDirectory(),
filename))
+ def addRequirementsFile(self, path):
+ """
+ Add a pip requirements file to distribute dependencies for all
tasks
+ on thie SparkContext in the future. An ImportError will be thrown
if
+ a module in the file can't be downloaded.
+ See
https://pip.pypa.io/en/latest/user_guide.html#requirements-files
+ Raises ImportError if the requirement can't be found
+ """
+ import pip
+ tar_dir = tempfile.mkdtemp()
+ try:
+ for req in pip.req.parse_requirements(path,
session=uuid.uuid1()):
+ if not req.check_if_exists():
+ pip.main(['install', req.req.__str__()])
+ mod = __import__(req.name)
+ mod_path = mod.__path__[0]
+ tar_path = os.path.join(tar_dir, req.name+'.tar.gz')
--- End diff --
Is possible that we can re-use the packaged file?
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