JSON&Docker support

.dockerignore

@@ -0,0 +1,88 @@
+# Git
+.git
+.gitignore
+.gitattributes
+
+# CI
+.codeclimate.yml
+.travis.yml
+.taskcluster.yml
+
+# Docker
+docker-compose.yml
+Dockerfile
+.docker
+.dockerignore
+
+# Byte-compiled / optimized / DLL files
+**/__pycache__/
+**/*.py[cod]
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+env/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.cache
+nosetests.xml
+coverage.xml
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Virtual environment
+.env
+.venv/
+venv/
+
+# PyCharm
+.idea
+
+# Python mode for VIM
+.ropeproject
+**/.ropeproject
+
+# Vim swap files
+**/*.swp
+
+# VS Code
+.vscode/

Dockerfile

@@ -0,0 +1,29 @@
+FROM python:3.12.9-slim-bookworm AS base
+
+WORKDIR /app
+
+ENV LANG=C.UTF-8
+ENV LC_ALL=C.UTF-8
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONFAULTHANDLER=1
+ENV PATH=/home/pysatluser/.local/bin:$PATH
+ENV POETRY_HOME=/opt/poetry
+
+RUN apt-get update && apt-get install -y curl && \
+    curl -sSL https://install.python-poetry.org | python - && \
+    cd /usr/local/bin && \
+    ln -s /opt/poetry/bin/poetry && \
+    poetry config virtualenvs.create true
+
+# Копируем файлы зависимостей
+COPY pyproject.toml ./
+
+# Устанавливаем зависимости
+RUN poetry install --no-interaction --no-ansi
+
+# Копируем остальные файлы
+COPY . .
+
+ENTRYPOINT ["poetry", "run", "python", "-m", "stattest.main"]
+# Default to experiment mode
+CMD [ "experiment", "--config", "../../config_examples/config_example.json" ]

config_examples/config_example.json

@@ -0,0 +1,76 @@
+{
+  "generator_configuration": {
+    "generators": [
+      {
+        "name": "ExponentialGenerator",
+        "params": {
+          "lam": 0.5
+        }
+      }
+    ],
+    "sizes": [100, 200],
+    "count": 1000,
+    "threads": 1,
+    "skip_if_exists": true,
+    "clear_before": false,
+    "skip_step": false,
+    "show_progress": false,
+    "listeners": [
+      {
+        "name": "TimeEstimationListener"
+      }
+    ]
+  },
+  "test_configuration": {
+    "tests": [
+      {
+        "name": "KolmogorovSmirnovWeibullGofStatistic"
+      }
+    ],
+    "threads": 8,
+    "worker":
+    {
+      "name": "PowerCalculationWorker",
+      "params": {
+        "alpha": 0.05,
+        "monte_carlo_count": 100000,
+        "cv_store": {
+          "name": "CriticalValueDbStore",
+          "params": {
+            "db_url": "sqlite:///weibull_experiment.sqlite"
+          }
+        },
+        "hypothesis": {
+          "name": "WeibullHypothesis"
+        }
+      }
+    },
+    "listeners": [
+      {
+        "name": "TimeEstimationListener"
+      }
+    ]
+  },
+  "report_configuration": {
+    "report_builder": {
+      "name": "PdfPowerReportBuilder"
+    },
+    "listeners": []
+  },
+  "rvs_store":
+  {
+    "name": "RvsDbStore",
+    "params":
+    {
+      "db_url": "sqlite:///weibull_experiment.sqlite"
+    }
+  },
+  "result_store":
+  {
+    "name": "ResultDbStore",
+    "params":
+    {
+      "db_url": "sqlite:///weibull_experiment.sqlite"
+    }
+  }
+}

config_examples/weibull_experiment.json

@@ -0,0 +1,72 @@
+{
+  "generator_configuration": {
+    "generators": [
+      {
+        "name": "ExponentialGenerator",
+        "params": {
+          "lam": 0.5
+        }
+      }
+    ],
+    "sizes": [100, 200],
+    "count": 1000,
+    "threads": 1,
+    "listeners": [
+      {
+        "name": "TimeEstimationListener"
+      }
+    ]
+  },
+  "test_configuration": {
+    "tests": [
+      {
+        "name": "KSWeibullTest"
+      }
+    ],
+    "threads": 8,
+    "worker":
+      {
+        "name": "PowerCalculationWorker",
+        "params": {
+          "alpha": 0.05,
+          "monte_carlo_count": 100000,
+          "cv_store": {
+            "name": "CriticalValueDbStore",
+            "params": {
+              "db_url": "sqlite:///weibull_experiment.sqlite"
+            }
+          },
+          "hypothesis": {
+            "name": "WeibullHypothesis"
+          }
+        }
+    },
+    "listeners": [
+      {
+        "name": "TimeEstimationListener"
+      }
+    ]
+  },
+  "report_configuration": {
+    "report_builder": {
+      "name": "PdfPowerReportBuilder"
+    },
+    "listeners": []
+  },
+  "rvs_store":
+  {
+    "name": "RvsDbStore",
+    "params":
+    {
+      "db_url": "sqlite:///weibull_experiment.sqlite"
+    }
+  },
+  "result_store":
+  {
+    "name": "ResultDbStore",
+    "params":
+    {
+      "db_url": "sqlite:///weibull_experiment.sqlite"
+    }
+  }
+}

docker-compose.yml

@@ -0,0 +1,15 @@
+---
+services:
+  stattest:
+    build:
+      context: .
+    #   dockerfile: "./docker/Dockerfile.custom"
+    restart: unless-stopped
+    container_name: pysatl-experiment
+    volumes:
+      - "./user_data:/stattest/user_data"
+    # Default command used when running `docker compose up`
+    command: >
+      experiment
+      --logfile /stattest/user_data/logs/pysatl_experiment.log
+      --config /stattest/user_data/config.json

graph_norm_experiment.py → experiments/graph_norm_experiment.py

@@ -9,8 +9,8 @@
 
 from stattest.experiment import Experiment
 from stattest.experiment.configuration.configuration import (
-    AlternativeConfiguration,
     ExperimentConfiguration,
+    GeneratorConfiguration,
     ReportConfiguration,
     TestConfiguration,
 )
@@ -23,7 +23,7 @@
 )
 from stattest.experiment.hypothesis import NormalHypothesis
 from stattest.experiment.listener.listeners import TimeEstimationListener
-from stattest.experiment.report.model import PdfPowerReportBuilder
+from stattest.experiment.report.builders import PdfPowerReportBuilder
 from stattest.experiment.test.worker import PowerCalculationWorker
 from stattest.persistence.db_store import CriticalValueDbStore, ResultDbStore, RvsDbStore
 
@@ -67,7 +67,7 @@
         KolmogorovSmirnovNormalityGofStatistic(),
     ]
 
-    alternatives_configuration = AlternativeConfiguration(
+    alternatives_configuration = GeneratorConfiguration(
         alternatives, sizes, count=1_000, threads=generation_threads, listeners=listeners
     )
 

generators/gen.py

@@ -2,14 +2,14 @@
 from stattest.experiment.generator import AbstractRVSGenerator
 
 
-class BBBRVSGenerator(AbstractRVSGenerator):
-    def __init__(self, a, b, **kwargs):
+class GeneratorTest(AbstractRVSGenerator):
+    def __init__(self, a=1, b=2, **kwargs):
         super().__init__(**kwargs)
         self.a = a
         self.b = b
 
     def code(self):
-        return super()._convert_to_code(["beta", self.a, self.b])
+        return super()._convert_to_code(["generator_test", self.a, self.b])
 
     def generate(self, size):
         return generate_beta(size=size, a=self.a, b=self.b)