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    "install_miniconda",
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    "iter_next",
    "iterate",
    "miniconda_path",
    "miniconda_uninstall",
    "miniconda_update",
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    "py",
    "py_available",
    "py_bool",
    "py_call",
    "py_capture_output",
    "py_clear_last_error",
    "py_config",
    "py_config_error_message",
    "py_del_attr",
    "py_del_item",
    "py_dict",
    "py_discover_config",
    "py_ellipsis",
    "py_eval",
    "py_exe",
    "py_func",
    "py_function_docs",
    "py_function_wrapper",
    "py_get_attr",
    "py_get_item",
    "py_has_attr",
    "py_help",
    "py_help_handler",
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    "py_is_null_xptr",
    "py_iterator",
    "py_last_error",
    "py_len",
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    "py_list_packages",
    "py_load_object",
    "py_main_thread_func",
    "py_module_available",
    "py_none",
    "py_numpy_available",
    "py_read_requirements",
    "py_register_load_hook",
    "py_repr",
    "py_require",
    "py_run_file",
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    "py_save_object",
    "py_set_attr",
    "py_set_item",
    "py_set_seed",
    "py_str",
    "py_suppress_warnings",
    "py_to_r",
    "py_to_r_wrapper",
    "py_unicode",
    "py_validate_xptr",
    "py_version",
    "py_versions_windows",
    "py_write_requirements",
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    "r_to_py",
    "register_class_filter",
    "register_help_topics",
    "register_module_help_handler",
    "register_suppress_warnings_handler",
    "repl_python",
    "source_python",
    "tuple",
    "use_condaenv",
    "use_miniconda",
    "use_python",
    "use_python_version",
    "use_virtualenv",
    "uv_run_tool",
    "virtualenv_create",
    "virtualenv_exists",
    "virtualenv_install",
    "virtualenv_list",
    "virtualenv_python",
    "virtualenv_remove",
    "virtualenv_root",
    "virtualenv_starter"
  ],
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      "page": "Ops-python-methods",
      "title": "S3 Ops Methods for Python Objects",
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        "!=.python.builtin.object",
        "%%.python.builtin.object",
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        "%/%.python.builtin.object",
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        "-.python.builtin.object",
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        "^.python.builtin.object",
        "|.python.builtin.object"
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    },
    {
      "page": "array_reshape",
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    },
    {
      "page": "iterate",
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    },
    {
      "page": "as.character.python.builtin.bytes",
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      "topics": [
        "as.character.python.builtin.bytes",
        "as.raw.python.builtin.bytes"
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    },
    {
      "page": "as.character.python.builtin.str",
      "title": "Convert a Python string to an R Character Vector",
      "topics": [
        "as.character.python.builtin.str"
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    },
    {
      "page": "conda_run2",
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      "topics": [
        "conda_run2"
      ]
    },
    {
      "page": "conda-tools",
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        "condaenv_exists",
        "conda_binary",
        "conda_clone",
        "conda_create",
        "conda_exe",
        "conda_export",
        "conda_install",
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        "conda_python",
        "conda_remove",
        "conda_search",
        "conda_update",
        "conda_version"
      ]
    },
    {
      "page": "configure_environment",
      "title": "Configure a Python Environment",
      "topics": [
        "configure_environment"
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    },
    {
      "page": "dict",
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      "topics": [
        "dict",
        "py_dict"
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    {
      "page": "eng_python",
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        "eng_python"
      ]
    },
    {
      "page": "import",
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        "import_builtins",
        "import_from_path",
        "import_main"
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    },
    {
      "page": "install_miniconda",
      "title": "Install Miniconda",
      "concept": [
        "miniconda-tools"
      ],
      "topics": [
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    },
    {
      "page": "install_python",
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      "topics": [
        "install_python"
      ]
    },
    {
      "page": "miniconda_path",
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      "concept": [
        "miniconda"
      ],
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        "miniconda_path"
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    },
    {
      "page": "miniconda_uninstall",
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    },
    {
      "page": "miniconda_update",
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      "topics": [
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    },
    {
      "page": "nameOfClass.python.builtin.type",
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    {
      "page": "np_array",
      "title": "NumPy array",
      "topics": [
        "np_array"
      ]
    },
    {
      "page": "py",
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      "topics": [
        "py"
      ]
    },
    {
      "page": "py_available",
      "title": "Check if Python is available on this system",
      "topics": [
        "py_available",
        "py_numpy_available"
      ]
    },
    {
      "page": "py_bool",
      "title": "Python Truthiness",
      "topics": [
        "py_bool"
      ]
    },
    {
      "page": "py_capture_output",
      "title": "Capture and return Python output",
      "topics": [
        "py_capture_output"
      ]
    },
    {
      "page": "py_last_error",
      "title": "Get or (re)set the last Python error encountered.",
      "topics": [
        "py_clear_last_error",
        "py_last_error"
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    },
    {
      "page": "py_config",
      "title": "Python configuration",
      "topics": [
        "py_config"
      ]
    },
    {
      "page": "py_del_attr",
      "title": "Delete an attribute of a Python object",
      "topics": [
        "py_del_attr"
      ]
    },
    {
      "page": "py_discover_config",
      "title": "Discover the version of Python to use with reticulate.",
      "topics": [
        "py_discover_config"
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    },
    {
      "page": "py_ellipsis",
      "title": "The builtin constant Ellipsis",
      "topics": [
        "py_ellipsis"
      ]
    },
    {
      "page": "py_eval",
      "title": "Evaluate a Python Expression",
      "topics": [
        "py_eval"
      ]
    },
    {
      "page": "py_exe",
      "title": "Python executable",
      "topics": [
        "py_exe"
      ]
    },
    {
      "page": "py_func",
      "title": "Wrap an R function in a Python function with the same signature.",
      "topics": [
        "py_func"
      ]
    },
    {
      "page": "py_function_custom_scaffold",
      "title": "Custom Scaffolding of R Wrappers for Python Functions",
      "topics": [
        "py_function_custom_scaffold"
      ]
    },
    {
      "page": "py_get_attr",
      "title": "Get an attribute of a Python object",
      "topics": [
        "py_get_attr"
      ]
    },
    {
      "page": "py_get_item",
      "title": "Get/Set/Delete an item from a Python object",
      "concept": [
        "item-related APIs"
      ],
      "topics": [
        "py_del_item",
        "py_get_item",
        "py_set_item",
        "[.python.builtin.object",
        "[<-.python.builtin.object"
      ]
    },
    {
      "page": "py_has_attr",
      "title": "Check if a Python object has an attribute",
      "topics": [
        "py_has_attr"
      ]
    },
    {
      "page": "py_help",
      "title": "Documentation for Python Objects",
      "topics": [
        "py_help"
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    },
    {
      "page": "py_id",
      "title": "Unique identifer for Python object",
      "topics": [
        "py_id"
      ]
    },
    {
      "page": "py_install",
      "title": "Install Python packages",
      "topics": [
        "py_install"
      ]
    },
    {
      "page": "py_is_null_xptr",
      "title": "Check if a Python object is a null externalptr",
      "topics": [
        "py_is_null_xptr",
        "py_validate_xptr"
      ]
    },
    {
      "page": "py_iterator",
      "title": "Create a Python iterator from an R function",
      "topics": [
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    {
      "page": "py_len",
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      "topics": [
        "py_len"
      ]
    },
    {
      "page": "py_list_attributes",
      "title": "List all attributes of a Python object",
      "topics": [
        "py_list_attributes"
      ]
    },
    {
      "page": "py_list_packages",
      "title": "List installed Python packages",
      "topics": [
        "py_list_packages"
      ]
    },
    {
      "page": "py_module_available",
      "title": "Check if a Python module is available on this system.",
      "topics": [
        "py_module_available"
      ]
    },
    {
      "page": "py_none",
      "title": "The Python None object",
      "topics": [
        "py_none"
      ]
    },
    {
      "page": "py_str",
      "title": "String representation of a python object.",
      "topics": [
        "py_repr",
        "py_str"
      ]
    },
    {
      "page": "py_require",
      "title": "Declare Python Requirements",
      "topics": [
        "py_require"
      ]
    },
    {
      "page": "py_requirements_files",
      "title": "Write and read Python requirements files",
      "topics": [
        "py_read_requirements",
        "py_requirements_files",
        "py_write_requirements"
      ]
    },
    {
      "page": "py_run",
      "title": "Run Python code",
      "topics": [
        "py_run",
        "py_run_file",
        "py_run_string"
      ]
    },
    {
      "page": "py_save_object",
      "title": "Save and Load Python Objects",
      "topics": [
        "py_load_object",
        "py_save_object"
      ]
    },
    {
      "page": "py_set_attr",
      "title": "Set an attribute of a Python object",
      "topics": [
        "py_set_attr"
      ]
    },
    {
      "page": "py_set_seed",
      "title": "Set Python and NumPy random seeds",
      "topics": [
        "py_set_seed"
      ]
    },
    {
      "page": "py_suppress_warnings",
      "title": "Suppress Python warnings for an expression",
      "topics": [
        "py_suppress_warnings"
      ]
    },
    {
      "page": "py_unicode",
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      "topics": [
        "py_unicode"
      ]
    },
    {
      "page": "py_version",
      "title": "Python version",
      "topics": [
        "py_version"
      ]
    },
    {
      "page": "PyClass",
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      "topics": [
        "PyClass"
      ]
    },
    {
      "page": "r-py-conversion",
      "title": "Convert between Python and R objects",
      "topics": [
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        "r-py-conversion",
        "r_to_py"
      ]
    },
    {
      "page": "repl_python",
      "title": "Run a Python REPL",
      "topics": [
        "repl_python"
      ]
    },
    {
      "page": "source_python",
      "title": "Read and evaluate a Python script",
      "topics": [
        "source_python"
      ]
    },
    {
      "page": "tuple",
      "title": "Create Python tuple",
      "topics": [
        "tuple"
      ]
    },
    {
      "page": "use_python",
      "title": "Use Python",
      "topics": [
        "use_condaenv",
        "use_miniconda",
        "use_python",
        "use_python_version",
        "use_virtualenv"
      ]
    },
    {
      "page": "uv_run_tool",
      "title": "uv run tool",
      "topics": [
        "uv_run_tool"
      ]
    },
    {
      "page": "virtualenv-tools",
      "title": "Interface to Python Virtual Environments",
      "topics": [
        "virtualenv-tools",
        "virtualenv_create",
        "virtualenv_exists",
        "virtualenv_install",
        "virtualenv_list",
        "virtualenv_python",
        "virtualenv_remove",
        "virtualenv_root",
        "virtualenv_starter"
      ]
    },
    {
      "page": "with.python.builtin.object",
      "title": "Evaluate an expression within a context.",
      "topics": [
        "with.python.builtin.object"
      ]
    }
  ],
  "_readme": "https://github.com/rstudio/reticulate/raw/HEAD/README.md",
  "_rundeps": [
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    "jsonlite",
    "lattice",
    "Matrix",
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    "rappdirs",
    "Rcpp",
    "RcppTOML",
    "rlang",
    "rprojroot",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
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      "source": "arrays.Rmd",
      "filename": "arrays.html",
      "title": "Arrays in R and Python",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Column-major order",
        "Row-major order",
        "Python",
        "Displaying arrays",
        "Reticulate with care",
        "Another example",
        "What about going from R column-major arrays to Python?",
        "But the array I created in R ends up transposed compared to ones I create in Python?",
        "Reshaping arrays",
        "Other differences warranting caution",
        "Addressing an issue that came up"
      ],
      "created": "2017-02-18 12:02:33",
      "modified": "2024-08-12 21:37:02",
      "commits": 11
    },
    {
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      "filename": "calling_python.html",
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      "engine": "knitr::rmarkdown",
      "headings": [
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        "Python Version",
        "Python Packages",
        "Type Conversions",
        "Importing Modules",
        "Sourcing Scripts",
        "Executing Code",
        "Object Conversion",
        "Getting Help",
        "Lists, Tuples, and Dictionaries",
        "Numeric Types and Indexes",
        "Arrays",
        "Data Frames",
        "Using Pandas nullable data types",
        "Sparse Matrices",
        "With Contexts",
        "Iterators",
        "Element Level Iteration",
        "Generators",
        "Functions",
        "Signatures",
        "Background Threads",
        "Advanced",
        "Python Objects",
        "Pickle",
        "Configuration",
        "Output Control",
        "Miscellaneous",
        "Learning More"
      ],
      "created": "2018-03-08 16:18:35",
      "modified": "2024-08-12 21:37:02",
      "commits": 28
    },
    {
      "source": "python_packages.Rmd",
      "filename": "python_packages.html",
      "title": "Installing Python Packages",
      "engine": "knitr::rmarkdown",
      "headings": [
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        "Unsatisfiable requirements.",
        "Manually managing Python installations",
        "⚠ Updated Guidance",
        "Overview",
        "Python environments",
        "Simple Installation",
        "Virtualenv installation",
        "Conda installation",
        "Shell installation"
      ],
      "created": "2018-03-19 17:46:07",
      "modified": "2026-02-12 21:46:05",
      "commits": 14
    },
    {
      "source": "python_dependencies.Rmd",
      "filename": "python_dependencies.html",
      "title": "Managing an R Package's Python Dependencies",
      "engine": "knitr::rmarkdown",
      "headings": [
        "⚠ Deprecated Vignette",
        "Creating a \"Pit of Success\"",
        "Managing Multiple Package Dependencies",
        "Automatic Configuration",
        "Using Config/reticulate",
        "Installation",
        ".onLoad Configuration",
        "Versions",
        "Format"
      ],
      "created": "2019-10-15 18:46:15",
      "modified": "2025-02-20 15:20:33",
      "commits": 19
    },
    {
      "source": "python_primer.Rmd",
      "filename": "python_primer.html",
      "title": "Primer on Python for R Users",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Primer on Python for R users",
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