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Aidenh6307 patch 1 #212

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@aidenhuang630 aidenhuang630 commented Jul 24, 2024

Introduces a load generating framework for evaluting benchmarks.

Summary by CodeRabbit

  • New Features

    • Introduced a utility for generating YAML load testing configuration using a sinusoidal user load pattern.
    • Added a benchmark configuration file to streamline the execution of the "210.thumbnailer" function.
    • Launched a comprehensive README file to guide users on setup and usage of the SeBS Load Generator tool.
    • Created Dockerfiles for Node.js and Python environments to facilitate application deployment.
  • Documentation

    • Detailed installation and configuration instructions to enhance user experience.

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coderabbitai bot commented Jul 24, 2024

Walkthrough

The recent changes introduce a new load testing utility in load_generator/artillery_generator.py, enabling users to create YAML configuration files that simulate sinusoidal user load patterns. Additionally, a 210_payload.json file defines parameters for a function benchmark, while readme.md provides comprehensive documentation on using the SeBS Load Generator tool, enhancing both usability and functionality.

Changes

Files Change Summary
load_generator/artillery_generator.py Introduced a utility for generating YAML configurations for load testing with sinusoidal patterns; added detailed function definitions and enhanced command-line handling.
load_generator/payloads/210_payload.json Added a JSON configuration file for the "210.thumbnailer" function benchmark, specifying resource allocations, runtime parameters, and input/output details.
load_generator/readme.md Created documentation for the SeBS Load Generator tool, including setup instructions, dependency installation, and usage guidelines to enhance user experience.
dockerfiles/aws/nodejs/Dockerfile.buid2023, dockerfiles/aws/python/Dockerfile.build2023 Added Dockerfiles for Node.js and Python environments, setting up installations, user management utilities, and scripting for container execution.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant CLI
    participant ConfigGenerator
    participant FileWriter

    User->>CLI: Specify max_users, frequency, cycles
    CLI->>ConfigGenerator: Call create_yaml_config(max_users, frequency, cycles)
    ConfigGenerator->>ConfigGenerator: Generate phases using sine function
    ConfigGenerator->>FileWriter: Write configuration to load_test_config.yaml
    FileWriter-->>User: Configuration file created successfully
Loading

🐰 In the meadow where I hop and play,
A load test tool has come my way!
With YAML files and testing glee,
Configurations dance, oh so free!
So grab your carrots, let’s have some fun,
Load test adventures for everyone! 🌼


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Actionable comments posted: 3

Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between 6d7b456 and e980d4f.

Files selected for processing (3)
  • load_generator/artillery_generator.py (1 hunks)
  • load_generator/payloads/210_payload.json (1 hunks)
  • load_generator/readme.md (1 hunks)
Files skipped from review due to trivial changes (1)
  • load_generator/readme.md
Additional context used
Gitleaks
load_generator/payloads/210_payload.json

37-37: Detected a Generic API Key, potentially exposing access to various services and sensitive operations.

(generic-api-key)


47-47: Detected a Generic API Key, potentially exposing access to various services and sensitive operations.

(generic-api-key)

Ruff
load_generator/artillery_generator.py

2-2: sys imported but unused

Remove unused import: sys

(F401)

Additional comments not posted (4)
load_generator/payloads/210_payload.json (2)

22-34: LGTM! Verify the bucket names and object details.

The input and output configurations seem appropriate.

Ensure that the bucket names and object details are correct and consistent with the rest of the codebase.


2-20: LGTM! Verify the benchmark name.

The function configurations seem appropriate.

Ensure that the benchmark name "210.thumbnailer" is correct and consistent with the rest of the codebase.

Verification successful

Verify the benchmark name across the codebase.

The benchmark name "210.thumbnailer" is consistently used within the 210_payload.json file. To ensure it is correctly referenced across the entire codebase, we need to search for this benchmark name in additional file types.


Benchmark name "210.thumbnailer" is correctly referenced across the codebase.

The benchmark name "210.thumbnailer" is consistently used in relevant files, including documentation and the payload file.

  • docs/benchmarks.md
  • docs/modularity.md
  • load_generator/payloads/210_payload.json
Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the benchmark name "210.thumbnailer" in the codebase.

# Test: Search for the benchmark name. Expect: Occurrences in relevant files.
rg --type json --type yaml --type py '210.thumbnailer'

Length of output: 536


Script:

#!/bin/bash
# Description: Verify the benchmark name "210.thumbnailer" across the codebase.

# Test: Search for the benchmark name in various file types. Expect: Occurrences in relevant files.
rg '210.thumbnailer'

Length of output: 728

load_generator/artillery_generator.py (2)

28-31: Validate the payload reference.

Ensure that the payload reference {{ payload }} is correctly resolved during the load test.

Verification successful

Validate the payload reference.

The payload reference {{ payload }} is correctly resolved during the load test through the PAYLOAD_FILE environment variable, as indicated in the load_generator/readme.md file.

  • load_generator/artillery_generator.py: The payload reference is defined as 'payload': '{{ $processEnvironment.PAYLOAD_FILE }}'.
  • load_generator/readme.md: Users are instructed to set the PAYLOAD_FILE environment variable with the path to the payload file.
Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the payload reference in the codebase.

# Test: Search for the payload reference. Expect: Correct resolution during the load test.
rg --type yaml --type py '{{ payload }}'

Length of output: 131


Script:

#!/bin/bash
# Description: Verify the payload reference in the codebase.

# Test: Search for the payload reference. Expect: Correct resolution during the load test.
rg --type yaml --type py '\{\{ payload \}\}'

Length of output: 173


Script:

#!/bin/bash
# Description: Verify the definition and usage of the payload variable in the codebase.

# Test: Search for the definition and usage of the payload variable. Expect: Correct resolution during the load test.
rg --type py 'payload'

Length of output: 5771


Script:

#!/bin/bash
# Description: Verify the definition and usage of the PAYLOAD_FILE environment variable in the codebase.

# Test: Search for the PAYLOAD_FILE environment variable. Expect: Correct resolution during the load test.
rg 'PAYLOAD_FILE'

Length of output: 262


55-75: Validate the generated YAML file.

Ensure that the generated YAML file is valid and correctly formatted.

Comment on lines +36 to +49
"storage": {
"access_key": "GNAZaCZQiH0sd-cZfpXN-2DextknZwjN5JezJ2wiciw",
"address": "172.17.0.2:9000",
"input_buckets": [
"210.thumbnailer-0-input"
],
"instance_id": "69161516e1cd11774ba54925d1828a14b6e43ca389468897bc7fa3bedb339f54",
"mapped_port": 9011,
"output_buckets": [
"210.thumbnailer-0-output"
],
"secret_key": "ae8704512eda16b6b5aa0cc267192b0fbdc931eb78acd8dba417c27c2badb735",
"type": "minio"
}
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Remove hardcoded access keys.

The access keys should not be hardcoded in the file. Store them in environment variables or a secure vault.

-    "access_key": "GNAZaCZQiH0sd-cZfpXN-2DextknZwjN5JezJ2wiciw",
-    "secret_key": "ae8704512eda16b6b5aa0cc267192b0fbdc931eb78acd8dba417c27c2badb735",
+    "access_key": "${MINIO_ACCESS_KEY}",
+    "secret_key": "${MINIO_SECRET_KEY}",
Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
"storage": {
"access_key": "GNAZaCZQiH0sd-cZfpXN-2DextknZwjN5JezJ2wiciw",
"address": "172.17.0.2:9000",
"input_buckets": [
"210.thumbnailer-0-input"
],
"instance_id": "69161516e1cd11774ba54925d1828a14b6e43ca389468897bc7fa3bedb339f54",
"mapped_port": 9011,
"output_buckets": [
"210.thumbnailer-0-output"
],
"secret_key": "ae8704512eda16b6b5aa0cc267192b0fbdc931eb78acd8dba417c27c2badb735",
"type": "minio"
}
"storage": {
"access_key": "${MINIO_ACCESS_KEY}",
"address": "172.17.0.2:9000",
"input_buckets": [
"210.thumbnailer-0-input"
],
"instance_id": "69161516e1cd11774ba54925d1828a14b6e43ca389468897bc7fa3bedb339f54",
"mapped_port": 9011,
"output_buckets": [
"210.thumbnailer-0-output"
],
"secret_key": "${MINIO_SECRET_KEY}",
"type": "minio"
}
Tools
Gitleaks

37-37: Detected a Generic API Key, potentially exposing access to various services and sensitive operations.

(generic-api-key)


47-47: Detected a Generic API Key, potentially exposing access to various services and sensitive operations.

(generic-api-key)

@@ -0,0 +1,77 @@
import yaml
import sys
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Remove unused import.

The sys module is imported but not used in the file.

- import sys
Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
import sys
Tools
Ruff

2-2: sys imported but unused

Remove unused import: sys

(F401)

Comment on lines +6 to +37
def create_yaml_config(max_users, frequency, cycles):
"""
Create a YAML configuration for load testing with a sinusoidal pattern.

:param max_users: Maximum number of concurrent users
:param frequency: Duration of each cycle in seconds
:param cycles: Number of cycles to run
:return: Dictionary containing the YAML configuration
"""
# Define the initial configuration dictionary
config = {
'config': {
'target': 'http://172.17.0.2:9000', # Target URL for the load test
'phases': [], # List to store the different phases of the load test
'ensure': {
'p95': 2000 # Ensure 95% of responses are under 2000ms
}
},
'scenarios': [
{
'flow': [
{
'post': {
'url': '/post',
'json': '{{ payload }}' # JSON payload for the POST request
}
}
]
}
],
'payload': '{{ $processEnvironment.PAYLOAD_FILE }}' # Reference to the environment variable for payload file
}
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Parameterize the target URL.

The target URL should be passed as a parameter to the function instead of being hardcoded.

- def create_yaml_config(max_users, frequency, cycles):
+ def create_yaml_config(max_users, frequency, cycles, target_url):

- 'target': 'http://172.17.0.2:9000',  # Target URL for the load test
+ 'target': target_url,  # Target URL for the load test
Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
def create_yaml_config(max_users, frequency, cycles):
"""
Create a YAML configuration for load testing with a sinusoidal pattern.
:param max_users: Maximum number of concurrent users
:param frequency: Duration of each cycle in seconds
:param cycles: Number of cycles to run
:return: Dictionary containing the YAML configuration
"""
# Define the initial configuration dictionary
config = {
'config': {
'target': 'http://172.17.0.2:9000', # Target URL for the load test
'phases': [], # List to store the different phases of the load test
'ensure': {
'p95': 2000 # Ensure 95% of responses are under 2000ms
}
},
'scenarios': [
{
'flow': [
{
'post': {
'url': '/post',
'json': '{{ payload }}' # JSON payload for the POST request
}
}
]
}
],
'payload': '{{ $processEnvironment.PAYLOAD_FILE }}' # Reference to the environment variable for payload file
}
def create_yaml_config(max_users, frequency, cycles, target_url):
"""
Create a YAML configuration for load testing with a sinusoidal pattern.
:param max_users: Maximum number of concurrent users
:param frequency: Duration of each cycle in seconds
:param cycles: Number of cycles to run
:param target_url: Target URL for the load test
:return: Dictionary containing the YAML configuration
"""
# Define the initial configuration dictionary
config = {
'config': {
'target': target_url, # Target URL for the load test
'phases': [], # List to store the different phases of the load test
'ensure': {
'p95': 2000 # Ensure 95% of responses are under 2000ms
}
},
'scenarios': [
{
'flow': [
{
'post': {
'url': '/post',
'json': '{{ payload }}' # JSON payload for the POST request
}
}
]
}
],
'payload': '{{ $processEnvironment.PAYLOAD_FILE }}' # Reference to the environment variable for payload file
}

Added support for Amazon Linux 2023?
Added support for Amazon Linux 2023?
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Actionable comments posted: 2

Outside diff range, codebase verification and nitpick comments (5)
dockerfiles/aws/nodejs/Dockerfile.buid2023 (2)

5-5: Consider using a specific version for shadow-utils.

Using a specific version of shadow-utils can help avoid unexpected changes due to updates. Consider specifying a version to ensure consistency.


13-16: Ensure nodejs_installer.sh is executable

The script nodejs_installer.sh exists but is not currently executable. Please update its permissions to ensure it is executable.

  • Update the permissions of dockerfiles/nodejs_installer.sh to be executable.
Analysis chain

Verify the existence and permissions of copied scripts.

Ensure that nodejs_installer.sh and entrypoint.sh exist in the specified path and have the correct permissions set in the repository.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify existence and permissions of copied scripts.

# Test: Check if the scripts exist and have execute permissions.
# Expected: Both scripts should exist and be executable.
test -f dockerfiles/nodejs_installer.sh && test -x dockerfiles/nodejs_installer.sh
test -f dockerfiles/entrypoint.sh && test -x dockerfiles/entrypoint.sh

Length of output: 155


Script:

#!/bin/bash
# Description: Explicitly verify existence and permissions of copied scripts.

# Check if nodejs_installer.sh exists and has execute permissions
if [ -f dockerfiles/nodejs_installer.sh ]; then
  echo "nodejs_installer.sh exists."
  if [ -x dockerfiles/nodejs_installer.sh ]; then
    echo "nodejs_installer.sh is executable."
  else
    echo "nodejs_installer.sh is not executable."
  fi
else
  echo "nodejs_installer.sh does not exist."
fi

# Check if entrypoint.sh exists and has execute permissions
if [ -f dockerfiles/entrypoint.sh ]; then
  echo "entrypoint.sh exists."
  if [ -x dockerfiles/entrypoint.sh ]; then
    echo "entrypoint.sh is executable."
  else
    echo "entrypoint.sh is not executable."
  fi
else
  echo "entrypoint.sh does not exist."
fi

Length of output: 439

dockerfiles/aws/python/Dockerfile.build2023 (3)

7-7: Consider using specific versions for shadow-utils and zip.

Using specific versions of shadow-utils and zip can help avoid unexpected changes due to updates. Consider specifying versions to ensure consistency.


15-18: Ensure python_installer.sh has execute permissions

The script python_installer.sh does not currently have execute permissions, which is required for it to be properly executed in the Dockerfile. Please update its permissions to make it executable.

  • Current permissions for python_installer.sh: -rw-r--r--
  • Correct permissions should include execute: -rwxr-xr-x
Analysis chain

Verify the existence and permissions of copied scripts.

Ensure that python_installer.sh and entrypoint.sh exist in the specified path and have the correct permissions set in the repository.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify existence and permissions of copied scripts.

# Test: Check if the scripts exist and have execute permissions.
# Expected: Both scripts should exist and be executable.
test -f dockerfiles/python_installer.sh && test -x dockerfiles/python_installer.sh
test -f dockerfiles/entrypoint.sh && test -x dockerfiles/entrypoint.sh

Length of output: 155


Script:

#!/bin/bash
# Description: Explicitly list permissions of the copied scripts to verify execute permissions.

# List permissions of python_installer.sh
ls -l dockerfiles/python_installer.sh

# List permissions of entrypoint.sh
ls -l dockerfiles/entrypoint.sh

Length of output: 227


3-4: Ensure Valid Python Version for VERSION Argument

The tools/build_docker_images.py script allows specifying a Python version via the --language-version argument, which is then used as the VERSION argument in the Docker build process. However, there is no explicit validation to ensure that the provided version is a valid Python version. It is important to ensure that a valid Python version is specified when using this script to avoid potential compatibility issues.

  • Consider adding validation logic in tools/build_docker_images.py to verify that the VERSION corresponds to a valid Python version.
Analysis chain

Verify the VERSION argument.

Ensure that the VERSION argument is correctly specified and corresponds to a valid Python version. This is crucial for maintaining compatibility and functionality.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the VERSION argument is correctly specified in the Docker build process.

# Test: Check if VERSION is set correctly in the build command.
# Expected: The VERSION should be a valid Python version.
grep 'VERSION' dockerfiles/aws/python/Dockerfile.build2023

Length of output: 238


Script:

#!/bin/bash
# Search for any scripts or documentation that specify the VERSION argument during the Docker build process.
# This includes checking for Docker build commands or CI/CD pipeline configurations.
rg --ignore-case 'VERSION' --glob '!dockerfiles/aws/python/Dockerfile.build2023'

Length of output: 16816


Script:

#!/bin/bash
# Inspect the tools/build_docker_images.py script to check for logic related to setting or validating the VERSION argument.
rg --context 5 'version' tools/build_docker_images.py

Length of output: 2155

Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between e980d4f and dd2997c.

Files selected for processing (2)
  • dockerfiles/aws/nodejs/Dockerfile.buid2023 (1 hunks)
  • dockerfiles/aws/python/Dockerfile.build2023 (1 hunks)
Additional comments not posted (2)
dockerfiles/aws/nodejs/Dockerfile.buid2023 (1)

1-2: Verify the BASE_IMAGE argument.

Ensure that the BASE_IMAGE argument is correctly specified when building the Docker image. An incorrect base image could lead to unexpected behavior.

Verification successful

BASE_IMAGE is correctly specified and dynamically set during the build process.

The BASE_IMAGE argument is set in the tools/build_docker_images.py script, which assigns it a value based on version_name. This dynamic assignment ensures that the correct base image is used during the Docker build. The documentation also confirms that BASE_IMAGE is a standard argument provided at build time. No further action is needed.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the BASE_IMAGE argument is correctly specified in the Docker build process.

# Test: Check if BASE_IMAGE is set correctly in the build command.
# Expected: The BASE_IMAGE should be a valid image.
grep 'BASE_IMAGE' dockerfiles/aws/nodejs/Dockerfile.buid2023

Length of output: 94


Script:

#!/bin/bash
# Search for Docker build commands in the repository to check how BASE_IMAGE is set.
rg --glob '!*.md' 'docker build' -A 3

Length of output: 260


Script:

#!/bin/bash
# Search for occurrences of BASE_IMAGE in the repository to find where it might be set or used.
rg 'BASE_IMAGE'

Length of output: 2090

dockerfiles/aws/python/Dockerfile.build2023 (1)

1-2: Verify the BASE_IMAGE argument.

Ensure that the BASE_IMAGE argument is correctly specified when building the Docker image. An incorrect base image could lead to unexpected behavior.

Verification successful

BASE_IMAGE Argument is Correctly Specified

The BASE_IMAGE argument is dynamically set in the Docker build process through scripts like tools/build_docker_images.py and sebs/openwhisk/openwhisk.py. These scripts use variables such as version_name and builder_image to define BASE_IMAGE, suggesting it is specified correctly during the build. Ensure that these variables are correctly set to avoid any issues.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the BASE_IMAGE argument is correctly specified in the Docker build process.

# Test: Check if BASE_IMAGE is set correctly in the build command.
# Expected: The BASE_IMAGE should be a valid image.
grep 'BASE_IMAGE' dockerfiles/aws/python/Dockerfile.build2023

Length of output: 95


Script:

#!/bin/bash
# Search for any build scripts or documentation that mention the BASE_IMAGE argument
rg 'BASE_IMAGE' --glob '!dockerfiles/aws/python/Dockerfile.build2023'

Length of output: 2022


Script:

#!/bin/bash
# Display lines around the usage of BASE_IMAGE in tools/build_docker_images.py
rg 'BASE_IMAGE' -A 3 -B 3 tools/build_docker_images.py

# Display lines around the usage of BASE_IMAGE in sebs/openwhisk/openwhisk.py
rg 'BASE_IMAGE' -A 3 -B 3 sebs/openwhisk/openwhisk.py

Length of output: 664

Comment on lines +10 to +11
RUN curl -o /usr/local/bin/gosu -SL "https://github.com/tianon/gosu/releases/download/${GOSU_VERSION}/gosu-amd64" \
&& chmod +x /usr/local/bin/gosu
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Add checksum verification for gosu download.

To ensure the integrity and authenticity of the gosu binary, consider adding a checksum verification step after downloading it.

RUN curl -o /usr/local/bin/gosu -SL "https://github.com/tianon/gosu/releases/download/${GOSU_VERSION}/gosu-amd64" \
    && echo "<CHECKSUM>  /usr/local/bin/gosu" | sha256sum -c - \
    && chmod +x /usr/local/bin/gosu

Replace <CHECKSUM> with the actual checksum value.

Comment on lines +12 to +13
RUN curl -o /usr/local/bin/gosu -SL "https://github.com/tianon/gosu/releases/download/${GOSU_VERSION}/gosu-amd64" \
&& chmod +x /usr/local/bin/gosu
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Add checksum verification for gosu download.

To ensure the integrity and authenticity of the gosu binary, consider adding a checksum verification step after downloading it.

RUN curl -o /usr/local/bin/gosu -SL "https://github.com/tianon/gosu/releases/download/${GOSU_VERSION}/gosu-amd64" \
    && echo "<CHECKSUM>  /usr/local/bin/gosu" | sha256sum -c - \
    && chmod +x /usr/local/bin/gosu

Replace <CHECKSUM> with the actual checksum value.

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