Showing 14 of 16 total issues
File sparkjob.py
has 493 lines of code (exceeds 250 allowed). Consider refactoring. Open
#
#
# Running spark clusters on batch scheduling systems
#
# Author: Rok Roskar, ETH Zuerich, 2016
SparkJob
has 22 functions (exceeds 20 allowed). Consider refactoring. Open
class SparkJob(object):
"""
Generic SparkJob class
To implement other schedulers, you must simply extend this class
Function __init__
has a Cognitive Complexity of 15 (exceeds 5 allowed). Consider refactoring. Open
def __init__(self,
clusterid=None,
jobid=None,
ncores=4,
cores_per_executor=1,
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Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function __init__
has 15 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,
Function start_cluster
has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring. Open
def start_cluster(memory,
cores_per_executor=1,
timeout=30,
spark_home=None,
master_log_dir=None,
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Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function show_clusters
has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring. Open
def show_clusters(self):
sjs = self.current_clusters()
if len(sjs) == 0:
logger.info('No Spark clusters found')
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Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function _get_master
has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring. Open
def _get_master(self, jobid, regex = None, timeout=60):
"""Retrieve the spark master address for jobid"""
if self._job_started(jobid):
timein = time.time()
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Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function start_cluster
has 30 lines of code (exceeds 25 allowed). Consider refactoring. Open
def start_cluster(memory,
cores_per_executor=1,
timeout=30,
spark_home=None,
master_log_dir=None,
Function _job_started
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def _job_started(cls, jobid):
command = shlex.split(cls._get_current_jobs)
logger.debug('job status command: ' + cls._get_current_jobs)
stat = subprocess.check_output(command).decode().split('\n')
logger.debug('get_current_jobs: ' + '\n'.join(stat))
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Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function which
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def which(program):
import os
def is_exe(fpath):
return os.path.isfile(fpath) and os.access(fpath, os.X_OK)
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Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function skip
has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def skip(app, what, name, obj, skip, options):
Function start_spark
has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def start_spark(self,
spark_conf=None,
executor_memory=None,
profiling=False,
graphframes_package='graphframes:graphframes:0.3.0-spark2.0-s_2.11',
- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function start_cluster
has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def start_cluster(memory,
Function start_spark
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def start_spark(self,