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-rw-r--r--python/pyspark/traceback_utils.py78
1 files changed, 78 insertions, 0 deletions
diff --git a/python/pyspark/traceback_utils.py b/python/pyspark/traceback_utils.py
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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.
+#
+
+from collections import namedtuple
+import os
+import traceback
+
+
+CallSite = namedtuple("CallSite", "function file linenum")
+
+
+def first_spark_call():
+ """
+ Return a CallSite representing the first Spark call in the current call stack.
+ """
+ tb = traceback.extract_stack()
+ 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)
+
+
+class SCCallSiteSync(object):
+ """
+ Helper for setting the spark context call site.
+
+ Example usage:
+ from pyspark.context import SCCallSiteSync
+ with SCCallSiteSync(<relevant SparkContext>) as css:
+ <a Spark call>
+ """
+
+ _spark_stack_depth = 0
+
+ def __init__(self, sc):
+ call_site = first_spark_call()
+ if call_site is not None:
+ self._call_site = "%s at %s:%s" % (
+ call_site.function, call_site.file, call_site.linenum)
+ else:
+ self._call_site = "Error! Could not extract traceback info"
+ self._context = sc
+
+ def __enter__(self):
+ if SCCallSiteSync._spark_stack_depth == 0:
+ self._context._jsc.setCallSite(self._call_site)
+ SCCallSiteSync._spark_stack_depth += 1
+
+ def __exit__(self, type, value, tb):
+ SCCallSiteSync._spark_stack_depth -= 1
+ if SCCallSiteSync._spark_stack_depth == 0:
+ self._context._jsc.setCallSite(None)