A flexible and extensible regression testing framework for Python projects, designed to simplify tracking and comparing execution outcomes
Project description
Nimue RT
Nimue RT is an experimental regression testing framework designed to simplify and streamline the process of testing and validating Python modules. It supports a wide range of file formats, execution environments, and custom plugins to provide a flexible and powerful testing environment.
Table of Contents
Installation
To install Nimue RT, you can use pip:
pip install nimue-rt
Quick Start
Here's a simple example to get you started with Nimue RT:
- Create a Nimue configuration file (e.g.,
example.nimue
):
version: "1.0"
options:
trace:
venv_path: "/path/to/venv"
retry_on_failure: 3
failure_exit_code: 96
remove_transient: always
console: always
trace:
module:
version:
attributes_match:
- '.*version.*'
- Run a trace:
nimue trace --config example.nimue path/to/archive.nrt your_module_name
- Run a regression test:
nimue test --config example.nimue path/to/archive.nrt
Usage
Tracing a Module Execution
Nimue RT allows you to trace the execution of a Python module and save the trace data for future regression testing.
nimue trace --config example.nimue path/to/archive.nrt your_module_name
Running a Regression Test
Once you have a trace archive, you can use Nimue RT to perform non-regression tests.
nimue test --config example.nimue path/to/archive.nrt
Command Line Interface
You can use the following commands with Nimue:
nimue trace [options] archive module_name [module_args...]
: Trace a module's execution and store it in an archive.nimue test [options] archive
: Run a regression test using the trace archive.
Options
-c, --config
: Specify a custom Nimue configuration file.--version
: Show the current version of Nimue RT.-v, --verbose
: Set the log level to INFO.-vv, --very-verbose
: Set the log level to DEBUG.
Configuration
Nimue RT uses a YAML configuration file to define various aspects of tracing and testing. The configuration can include:
- Global options for tracing and testing.
- Module-specific configurations for versioning and environment variables.
- File-specific ignore patterns.
- Plugin configurations for custom comparison logic.
The .nimue
configuration file is the core of Nimue RT's functionality, enabling you to define the behavior for tracing and testing modules. This section provides a comprehensive overview of the options and structure available in a .nimue
configuration file, using examples/parscival/parscival.nimue
as a reference.
The .nimue
configuration file typically contains the following main sections:
- version: Defines the version of the configuration file format.
- options: Specifies global options that apply to both tracing and testing.
- trace: Defines settings and behaviors for tracing a module's execution.
- test: Configures the behavior and settings for regression testing based on the traces.
Below is a detailed breakdown of each section and its configuration options.
version
The version
key indicates the version of the configuration format being used.
version: "1.0"
This should be updated if there are breaking changes or new features added to the configuration format in future releases of Nimue RT.
options
The options
section defines global settings that apply to both the trace and test phases.
trace
The trace
sub-section contains options for tracing module executions.
options:
trace:
venv_path: "/tmp/parrun/.venv"
retry_on_failure: 3
failure_exit_code: 96
remove_transient: always
console: always
venv_path
: The path to the virtual environment that should be used during tracing.retry_on_failure
: Number of retries allowed if the trace fails.failure_exit_code
: The exit code that indicates a failure during tracing.remove_transient
: Specifies when to remove transient data. Options are:always
: Always remove transient data after tracing.on_success
: Remove transient data only if tracing is successful.on_error
: Remove transient data only if tracing fails.
console
: Defines when to show the console output. Options are:always
: Always show console output.on_error
: Show console output only if an error occurs.never
: Never show console output.
test
The test
sub-section contains options for running tests based on the traced execution.
test:
venv_path: "/tmp/partest/.venv"
retry_on_failure: 1
failure_exit_code: 96
remove_transient: on_success
console: on_error
show_test_log: on_error
max_report_lines: 50
venv_path
: The path to the virtual environment that should be used during testing.retry_on_failure
: Number of retries allowed if the test fails.failure_exit_code
: The exit code that indicates a failure during testing.remove_transient
: Specifies when to remove transient data. Options are the same as in thetrace
section.console
: Defines when to show the console output during testing.show_test_log
: Specifies when to show the test log. Options are:always
: Always show the test log.on_error
: Show the test log only if an error occurs.never
: Never show the test log.
max_report_lines
: Limits the number of lines displayed in the test report.
trace
The trace
section defines how the module tracing should be performed. This includes configurations for environment variables, file handling, and exit codes.
trace:
module:
version:
attributes_match:
- '.*version.*'
module
The module
sub-section allows you to specify how the module's version information should be captured.
version.attributes_match
: A list of regular expressions that match the attributes related to versioning within the module. These are used to capture the module's version information.
environment
The environment
sub-section defines how environment variables should be handled during tracing.
environment:
capture:
- FOO
- BAR
module_prefixes: true
capture
: A list of environment variable names or prefixes that should be captured during tracing.module_prefixes
: A boolean value indicating whether to capture environment variables that start with the module name or its variations (e.g., lowercased, capitalized).
exit_codes
The exit_codes
sub-section configures how different exit codes should be handled during tracing.
exit_codes:
store_skip:
store_keep:
- 0
store_skip
: A list of exit codes for which the trace data should not be stored.store_keep
: A list of exit codes for which the trace data should always be stored.
files
The files
sub-section defines patterns for files to ignore during tracing.
files:
read:
ignore:
- "/bin/"
- "/lib/"
write:
ignore:
- "/tmp/"
read.ignore
: A list of patterns for files that should be ignored when reading during tracing.write.ignore
: A list of patterns for files that should be ignored when writing during tracing.
test
The test
section configures how regression testing should be performed using the traces.
test:
module:
version:
attributes_match:
- '.*version.*'
module
The module
sub-section allows you to specify how the module's version information should be compared during testing.
version.attributes_match
: A list of regular expressions that match the attributes related to versioning within the module.
comparing
The comparing
sub-section defines how different aspects of the module and its execution should be compared between the trace and the test run.
comparing:
module:
version:
- plugin: 'comparing.metadata.semver'
policy: warn
enabled: true
params:
version: '${exec.module.version.__version__}'
expression: '>=${nrt.module.version.__version__}'
plugin
: The name of the plugin used to compare the module version.policy
: The policy to apply if the comparison fails. Options arereject
orwarn
.enabled
: A boolean indicating whether this comparison should be performed.params
: Parameters passed to the plugin, allowing dynamic evaluation using variables such as${exec.module.version.__version__}
.
before_run
and after_run
These sub-sections allow you to define commands or scripts that should be run before or after the test.
before_run:
after_run:
These sections are placeholders for commands that might be run to prepare the environment or clean up after the test.
exit_codes
The exit_codes
sub-section configures how different exit codes should be handled during testing.
exit_codes:
compare_skip:
compare_test:
compare_skip
: A list of exit codes for which the comparison should be skipped.compare_test
: A list of exit codes for which the comparison should be performed.
comparing.trace
The trace
sub-section within comparing
defines how the trace data should be compared during testing.
console:
stdout:
- plugin: 'comparing.console.content'
policy: warn
enabled: true
params:
min_similarity: 0.9
clean_patterns:
- '\d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2}'
console.stdout
: Defines how to compare the standard output of the traced execution.plugin
: The name of the plugin used to compare the console output.policy
: The policy to apply if the comparison fails.enabled
: A boolean indicating whether this comparison should be performed.params
: Parameters passed to the plugin, such asmin_similarity
to define the acceptable similarity ratio andclean_patterns
to define regex patterns to clean the output before comparison.
files
The files
sub-section within comparing.trace
defines how files read or written during execution should be compared.
files:
read:
hdf5:
- plugin: 'comparing.files.hdf5'
policy: reject
enabled: true
params:
read
andwritten
: Define the file types to be compared, such ashdf5
,csv
,json
,yaml
, anddefault
.plugin
: The name of the plugin used for file comparison.policy
: The policy to apply if the comparison fails.enabled
: A boolean indicating whether this comparison should be performed.params
: Additional parameters passed to the plugin.
Plugins
Nimue RT supports custom plugins for comparing files, console outputs, exit codes, and metadata. Plugins can be used to extend the default behavior and integrate specific comparison logic.
Available Plugins
-
File Comparators:
comparing.files.default
: Default file comparator.comparing.files.yaml
: YAML file comparator.comparing.files.json
: JSON file comparator.comparing.files.hdf5
: HDF5 file comparator.comparing.files.csv
: CSV file comparator.
-
Console Comparators:
comparing.console.content
: Compares console output content.
-
Exit Code Comparators:
comparing.exitcode.value
: Compares exit codes using expressions.
-
Metadata Comparators:
comparing.metadata.semver
: Compares semantic versions using semver.
Custom Plugins
You can create custom plugins by defining them in Python and registering them with Nimue RT's plugin system.
License
Nimue RT is licensed under the MIT License. See the LICENSE file for more information.
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