Architecture

.gitignore

@@ -157,5 +157,11 @@ cython_debug/
 #  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
-#.idea/
+.idea/
 /data1/
+
+# Local folders and files
+execution_time/
+test_distribution/
+cache.json
+local_tests.py

generators/gen.py

@@ -12,4 +12,4 @@ def code(self):
         return super()._convert_to_code(['beta', self.a, self.b])
 
     def generate(self, size):
-        return generate_beta(size=size, a=self.a, b=self.b)
+        return generate_beta(size=size, a=self.a, b=self.b)

pyproject.toml

@@ -0,0 +1,20 @@
+[project]
+name = "stattest"
+version = "0.0.1"
+authors = [
+    { name="Example Author", email="author@example.com" },
+]
+description = "Stattest Project"
+readme = "README.md"
+requires-python = ">=3.8"
+classifiers = [
+    "Programming Language :: Python :: 3",
+    "License :: OSI Approved :: MIT License",
+    "Operating System :: OS Independent",
+]
+
+[project.urls]
+Homepage = "https://github.com/alex98247/statistic-test"
+Issues = "https://github.com/alex98247/statistic-test/issues"
+
+# TODO: fill stub from official documentation

stattest/constants.py

@@ -3,4 +3,4 @@
 Config = dict[str, Any]
 
 USERPATH_GENERATORS = "generators"
-USERPATH_HYPOTHESIS = "hypothesis"
+USERPATH_HYPOTHESIS = "hypothesis"

stattest/core/distribution/expon.py

@@ -1,11 +1,11 @@
 from scipy.stats import expon
 
 
-def generate_expon(size, l=1):
-    scale = 1 / l
+def generate_expon(size, lam=1):  # TODO: refactor structure with inheritance??
+    scale = 1 / lam
     return expon.rvs(size=size, scale=scale)
 
 
-def cdf_expon(rvs, l=1):
-    scale = 1 / l
+def cdf_expon(rvs, lam=1):
+    scale = 1 / lam
     return expon.cdf(rvs, scale=scale)

stattest/core/distribution/sample.py

@@ -2,9 +2,9 @@
 import numpy as np
 
 
-def moment(a, moment=1, center=None):
-    scipy_moment(a=a, moment=moment, center=center)
+def moment(a, mom=1, center=None):
+    scipy_moment(a=a, moment=mom, center=center)
 
 
-def central_moment(a, moment=1):
-    return scipy_moment(a=a, moment=moment, center=np.mean(a, axis=0))
+def central_moment(a, mom=1):
+    return scipy_moment(a=a, moment=mom, center=np.mean(a, axis=0))

stattest/exceptions.py

@@ -11,7 +11,8 @@ class OperationalException(PySatlException):
     Most of the time, this is caused by an invalid Configuration.
     """
 
+
 class ConfigurationError(OperationalException):
     """
     Configuration error. Usually caused by invalid configuration.
-    """
+    """

stattest/experiment/__init__.py

@@ -1,3 +1,3 @@
 from stattest.experiment.experiment import Experiment
-from stattest.experiment.configuration.configuration import ExperimentConfiguration, ReportConfiguration, ReportBuilder, \
-    AlternativeConfiguration
+from stattest.experiment.configuration.configuration import (ExperimentConfiguration, ReportConfiguration,
+                                                             ReportBuilder, AlternativeConfiguration)

stattest/experiment/configuration/config_validation.py

@@ -12,7 +12,7 @@
 def _extend_validator(validator_class):
     """
     Extended validator for the Freqtrade configuration JSON Schema.
-    Currently it only handles defaults for subschemas.
+    Currently, it only handles defaults for subschemas.
     """
     validate_properties = validator_class.VALIDATORS["properties"]
 
@@ -29,7 +29,7 @@ def set_defaults(validator, properties, instance, schema):
 FreqtradeValidator = _extend_validator(Draft4Validator)
 
 
-def validate_config_schema(conf: dict[str, Any], preliminary: bool = False) -> dict[str, Any]:
+def validate_config_schema(conf: dict[str, Any], preliminagiry: bool = False) -> dict[str, Any]:
     """
     Validate the configuration follow the Config Schema
     :param conf: Config in JSON format
@@ -47,7 +47,7 @@ def validate_config_schema(conf: dict[str, Any], preliminary: bool = False) -> d
 def validate_config_consistency(conf: dict[str, Any], *, preliminary: bool = False) -> None:
     """
     Validate the configuration consistency.
-    Should be ran after loading both configuration and strategy,
+    Should be run after loading both configuration and strategy,
     since strategies can set certain configuration settings too.
     :param conf: Config in JSON format
     :return: Returns None if everything is ok, otherwise throw an ConfigurationError

stattest/experiment/configuration/load_config.py

@@ -87,7 +87,7 @@ def load_from_files(
             return load_config_file(filename)
         file = Path(filename)
         if base_path:
-            # Prepend basepath to allow for relative assignments
+            # Prepend base path to allow for relative assignments
             file = base_path / file
 
         config_tmp = load_config_file(str(file))

stattest/experiment/experiment.py

@@ -4,7 +4,6 @@
 from stattest.experiment.test.test_step import execute_test_step
 
 
-
 class Experiment:
     def __init__(self, configuration: ExperimentConfiguration or str):
         self.__configuration = configuration
@@ -25,4 +24,4 @@ def execute(self):
         execute_test_step(self.__configuration.test_configuration, rvs_store)
 
         # Generate reports
-        execute_report_step(self.__configuration.report_configuration)
+        execute_report_step(self.__configuration.report_configuration)

stattest/experiment/generator/generator_step.py

@@ -4,7 +4,7 @@
 from multiprocessing import freeze_support, RLock
 
 import numpy as np
-from tqdm import tqdm, trange
+from tqdm import tqdm
 
 from stattest.experiment.configuration.configuration import AlternativeConfiguration
 from stattest.experiment.generator import AbstractRVSGenerator

stattest/experiment/report/model.py

@@ -2,11 +2,10 @@
 from matplotlib import pyplot as plt
 
 from stattest.experiment import ReportBuilder
-from stattest.experiment.test.worker import PowerWorkerResult, BenchmarkWorkerResult
+from stattest.experiment.test.worker import PowerWorkerResult
 from stattest.persistence.models import IBenchmarkResultStore
-from stattest.persistence.sql_lite_store.power_result_store import PowerResultSqLiteStore
-
 
+"""
 class ChartBenchmarkMeanReportBuilder(ReportBuilder):
     def __init__(self):
         self.data = {}
@@ -45,6 +44,7 @@ def build(self):
     @staticmethod
     def __build_path(result: BenchmarkWorkerResult):
         return '_'.join([result.test_code, str(result.size)])
+"""
 
 
 class ChartPowerReportBuilder(ReportBuilder):
@@ -93,7 +93,7 @@ def build(self):
 
 
 class PowerResultReader:
-    def __init__(self, power_result_store: PowerResultSqLiteStore, batch_size=100):
+    def __init__(self, power_result_store, batch_size=100):
         self.power_result_store = power_result_store
         self.batch_size = batch_size
         self.offset = 0

stattest/persistence/file_store/critical_value_store.py

@@ -5,7 +5,7 @@
 from typing_extensions import override
 
 from stattest.persistence import ICriticalValueStore
-from stattest.persistence.file_store.store import FastJsonStoreService, write_json, read_json
+from stattest.persistence.file_store.store import write_json, read_json
 
 
 class CriticalValueFileStore(ICriticalValueStore):