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[SPARK-1087] Move python traceback utilities into new traceback_utils.py file. #2385
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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. | ||
# | ||
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from collections import namedtuple | ||
import os | ||
import traceback | ||
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__all__ = ["extract_concise_traceback", "SparkContext"] | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Looks like I also need to put JavaStackTrace here instead of SparkContext. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. They are just internal interfaces, so it's fine to not have all here. If having, it should be JavaStackTrace |
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def extract_concise_traceback(): | ||
""" | ||
This function returns the traceback info for a callsite, returns a dict | ||
with function name, file name and line number | ||
""" | ||
tb = traceback.extract_stack() | ||
callsite = namedtuple("Callsite", "function file linenum") | ||
if len(tb) == 0: | ||
return None | ||
file, line, module, what = tb[len(tb) - 1] | ||
sparkpath = os.path.dirname(file) | ||
first_spark_frame = len(tb) - 1 | ||
for i in range(0, len(tb)): | ||
file, line, fun, what = tb[i] | ||
if file.startswith(sparkpath): | ||
first_spark_frame = i | ||
break | ||
if first_spark_frame == 0: | ||
file, line, fun, what = tb[0] | ||
return callsite(function=fun, file=file, linenum=line) | ||
sfile, sline, sfun, swhat = tb[first_spark_frame] | ||
ufile, uline, ufun, uwhat = tb[first_spark_frame - 1] | ||
return callsite(function=sfun, file=ufile, linenum=uline) | ||
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class JavaStackTrace(object): | ||
""" | ||
Helper for setting the spark context call site. | ||
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Example usage: | ||
from pyspark.context import JavaStackTrace | ||
with JavaStackTrace(<relevant SparkContext>) as st: | ||
<a Spark call> | ||
""" | ||
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_spark_stack_depth = 0 | ||
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def __init__(self, sc): | ||
tb = extract_concise_traceback() | ||
if tb is not None: | ||
self._traceback = "%s at %s:%s" % ( | ||
tb.function, tb.file, tb.linenum) | ||
else: | ||
self._traceback = "Error! Could not extract traceback info" | ||
self._context = sc | ||
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def __enter__(self): | ||
if JavaStackTrace._spark_stack_depth == 0: | ||
self._context._jsc.setCallSite(self._traceback) | ||
JavaStackTrace._spark_stack_depth += 1 | ||
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def __exit__(self, type, value, tb): | ||
JavaStackTrace._spark_stack_depth -= 1 | ||
if JavaStackTrace._spark_stack_depth == 0: | ||
self._context._jsc.setCallSite(None) |
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it's better to only call extract_concise_traceback() once, such as: