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scripts/monitoring/auto_scale_ec2_workers.py

Summary

Maintainability
F
3 days
Test Coverage

Function start_or_stop_workers_for_challenges has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def start_or_stop_workers_for_challenges(response, evalai_interface):
    for challenge in response["results"]:
        if challenge["uses_ec2_worker"]:
            try:
                start_or_stop_workers(challenge, evalai_interface)
Severity: Minor
Found in scripts/monitoring/auto_scale_ec2_workers.py - About 25 mins to fix

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

Similar blocks of code found in 2 locations. Consider refactoring.
Open

def stop_instance(challenge, evalai_interface):
    instance_details = evalai_interface.get_ec2_instance_details(challenge["id"])
    instance = instance_details["message"]
    if instance["State"]["Name"] == "running":
        response = evalai_interface.stop_challenge_ec2_instance(challenge["id"])
Severity: Major
Found in scripts/monitoring/auto_scale_ec2_workers.py and 1 other location - About 1 day to fix
scripts/monitoring/auto_scale_ec2_workers.py on lines 56..70

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 128.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 2 locations. Consider refactoring.
Open

def start_instance(challenge, evalai_interface):
    instance_details = evalai_interface.get_ec2_instance_details(challenge["id"])
    instance = instance_details["message"]
    if instance["State"]["Name"] == "stopped":
        response = evalai_interface.start_challenge_ec2_instance(challenge["id"])
Severity: Major
Found in scripts/monitoring/auto_scale_ec2_workers.py and 1 other location - About 1 day to fix
scripts/monitoring/auto_scale_ec2_workers.py on lines 37..51

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 128.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 2 locations. Consider refactoring.
Open

def start_job():
    evalai_interface = create_evalai_interface(auth_token, evalai_endpoint)
    response = evalai_interface.get_challenges()
    start_or_stop_workers_for_challenges(response, evalai_interface)
    next_page = response["next"]
Severity: Major
Found in scripts/monitoring/auto_scale_ec2_workers.py and 1 other location - About 4 hrs to fix
scripts/monitoring/auto_scale_workers.py on lines 120..128

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 83.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 2 locations. Consider refactoring.
Open

    try:
        challenge_metrics = evalai_interface.get_challenge_submission_metrics_by_pk(challenge["id"])
        pending_submissions = get_pending_submission_count(challenge_metrics)
    except Exception as e:  # noqa: F841
        print(
Severity: Major
Found in scripts/monitoring/auto_scale_ec2_workers.py and 1 other location - About 2 hrs to fix
scripts/monitoring/auto_scale_eks_nodes.py on lines 154..164

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 61.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 2 locations. Consider refactoring.
Open

    if pending_submissions == 0 or parse(
        challenge["end_date"]
    ) < pytz.UTC.localize(datetime.utcnow()):
        stop_instance(challenge, evalai_interface)
    else:
Severity: Major
Found in scripts/monitoring/auto_scale_ec2_workers.py and 1 other location - About 2 hrs to fix
scripts/monitoring/auto_scale_workers.py on lines 80..87

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 60.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Identical blocks of code found in 2 locations. Consider refactoring.
Open

def get_boto3_client(resource, aws_keys):
    client = boto3.client(
        resource,
        region_name=aws_keys["AWS_REGION"],
        aws_access_key_id=aws_keys["AWS_ACCESS_KEY_ID"],
Severity: Major
Found in scripts/monitoring/auto_scale_ec2_workers.py and 1 other location - About 1 hr to fix
scripts/monitoring/auto_scale_eks_nodes.py on lines 43..50

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 49.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Identical blocks of code found in 3 locations. Consider refactoring.
Open

def get_pending_submission_count(challenge_metrics):
    pending_submissions = 0
    for status in ["running", "submitted", "queued", "resuming"]:
        pending_submissions += challenge_metrics.get(status, 0)
    return pending_submissions
Severity: Major
Found in scripts/monitoring/auto_scale_ec2_workers.py and 2 other locations - About 1 hr to fix
scripts/monitoring/auto_scale_eks_nodes.py on lines 110..114
scripts/monitoring/auto_scale_workers.py on lines 20..24

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 39.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

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