Add time estimation worker

.dockerignore

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+# 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
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+
+# Django stuff:
+*.log
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+# Sphinx documentation
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+
+# PyBuilder
+target/
+
+# Virtual environment
+.env
+.venv/
+venv/
+
+# PyCharm
+.idea
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+# Python mode for VIM
+.ropeproject
+**/.ropeproject
+
+# Vim swap files
+**/*.swp
+
+# VS Code
+.vscode/

Dockerfile

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+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

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+{
+  "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_benchmark.json

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+{
+  "generator_configuration": {
+    "generators": [
+      {
+        "name": "ExponentialGenerator",
+        "params": {
+          "lam": 0.5
+        }
+      }
+    ],
+    "sizes": [
+      50,
+      100,
+      500,
+      1000
+    ],
+    "count": 10000,
+    "threads": 1,
+    "listeners": []
+  },
+  "test_configuration": {
+    "tests": [
+      {
+        "name": "KolmogorovSmirnovWeibullGofStatistic"
+      },
+      {
+        "name": "CrammerVonMisesWeibullGofStatistic"
+      },
+      {
+        "name": "AndersonDarlingWeibullGofStatistic"
+      }
+    ],
+    "threads": 1,
+    "worker": {
+      "name": "BenchmarkWorker",
+      "params": {}
+    },
+    "listeners": []
+  },
+  "report_configuration": {
+    "report_builder": {
+      "name": "ChartBenchmarkMeanReportBuilder"
+    },
+    "listeners": []
+  },
+  "rvs_store": {
+    "name": "RvsDbStore",
+    "params": {
+      "db_url": "sqlite:///weibull_benchmark.sqlite"
+    }
+  },
+  "result_store": {
+    "name": "ResultDbStore",
+    "params": {
+      "db_url": "sqlite:///weibull_benchmark.sqlite"
+    }
+  }
+}

config_examples/weibull_experiment.json

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+{
+  "generator_configuration": {
+    "generators": [
+      {
+        "name": "ExponentialGenerator",
+        "params": {
+          "lam": 0.5
+        }
+      },
+      {
+        "name": "LaplaceRVSGenerator",
+        "params": {
+          "t": 0,
+          "s": 1
+        }
+      }
+    ],
+    "sizes": [
+      50,
+      100,
+      200,
+      1000
+    ],
+    "count": 1000,
+    "threads": 1,
+    "listeners": [
+      {
+        "name": "TimeEstimationListener"
+      }
+    ]
+  },
+  "test_configuration": {
+    "tests": [
+      {
+        "name": "KolmogorovSmirnovWeibullGofStatistic"
+      }
+    ],
+    "threads": 1,
+    "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"
+    }
+  }
+}