{
  "__type": "IngestedDoc",
  "__tag": 4010,
  "_content": {
    "Notes": {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [],
      "level": 0,
      "target": null
    },
    "Warns": {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [],
      "level": 0,
      "target": null
    },
    "Raises": {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [],
      "level": 0,
      "target": null
    },
    "Yields": {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [],
      "level": 0,
      "target": null
    },
    "Methods": {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [],
      "level": 0,
      "target": null
    },
    "Returns": {
      "__type": "Section",
      "__tag": 4015,
      "children": [
        {
          "__type": "Parameters",
          "__tag": 4026,
          "children": [
            {
              "__type": "DocParam",
              "__tag": 4016,
              "name": "out",
              "annotation": "int or ndarray of ints",
              "desc": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "ParamRef",
                      "__tag": 4071,
                      "name": "size"
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "-shaped array of random integers from the appropriate distribution, or a single such random int if "
                    },
                    {
                      "__type": "ParamRef",
                      "__tag": 4071,
                      "name": "size"
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": " not provided."
                    }
                  ]
                }
              ]
            }
          ]
        }
      ],
      "title": [],
      "level": 0,
      "target": null
    },
    "Summary": {
      "__type": "Section",
      "__tag": 4015,
      "children": [
        {
          "__type": "Paragraph",
          "__tag": 4045,
          "children": [
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "Return random integers from "
            },
            {
              "__type": "ParamRef",
              "__tag": 4071,
              "name": "low"
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": " (inclusive) to "
            },
            {
              "__type": "ParamRef",
              "__tag": 4071,
              "name": "high"
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": " (exclusive)."
            }
          ]
        }
      ],
      "title": [],
      "level": 0,
      "target": null
    },
    "Receives": {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [],
      "level": 0,
      "target": null
    },
    "Warnings": {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [],
      "level": 0,
      "target": null
    },
    "Attributes": {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [],
      "level": 0,
      "target": null
    },
    "Parameters": {
      "__type": "Section",
      "__tag": 4015,
      "children": [
        {
          "__type": "Parameters",
          "__tag": 4026,
          "children": [
            {
              "__type": "DocParam",
              "__tag": 4016,
              "name": "low",
              "annotation": "int or array-like of ints",
              "desc": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Lowest (signed) integers to be drawn from the distribution (unless "
                    },
                    {
                      "__type": "InlineCode",
                      "__tag": 4051,
                      "value": "high=None"
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ", in which case this parameter is one above the "
                    },
                    {
                      "__type": "Emphasis",
                      "__tag": 4047,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "highest"
                        }
                      ]
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": " such integer)."
                    }
                  ]
                }
              ]
            },
            {
              "__type": "DocParam",
              "__tag": 4016,
              "name": "high",
              "annotation": "int or array-like of ints, optional",
              "desc": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "If provided, one above the largest (signed) integer to be drawn from the distribution (see above for behavior if "
                    },
                    {
                      "__type": "InlineCode",
                      "__tag": 4051,
                      "value": "high=None"
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "). If array-like, must contain integer values"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "DocParam",
              "__tag": 4016,
              "name": "size",
              "annotation": "int or tuple of ints, optional",
              "desc": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Output shape.  If the given shape is, e.g., "
                    },
                    {
                      "__type": "InlineCode",
                      "__tag": 4051,
                      "value": "(m, n, k)"
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ", then "
                    },
                    {
                      "__type": "InlineCode",
                      "__tag": 4051,
                      "value": "m * n * k"
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": " samples are drawn.  Default is None, in which case a single value is returned."
                    }
                  ]
                }
              ]
            },
            {
              "__type": "DocParam",
              "__tag": 4016,
              "name": "dtype",
              "annotation": "dtype, optional",
              "desc": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Desired dtype of the result. Byteorder must be native. The default value is long."
                    }
                  ]
                },
                {
                  "__type": "Admonition",
                  "__tag": 4056,
                  "kind": "warning",
                  "base_type": "warning",
                  "children": [
                    {
                      "__type": "AdmonitionTitle",
                      "__tag": 4055,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "warning "
                        }
                      ]
                    },
                    {
                      "__type": "Paragraph",
                      "__tag": 4045,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "This function defaults to the C-long dtype, which is 32bit on windows and otherwise 64bit on 64bit platforms (and 32bit on 32bit ones). Since NumPy 2.0, NumPy's default integer is 32bit on 32bit platforms and 64bit on 64bit platforms.  Which corresponds to "
                        },
                        {
                          "__type": "InlineRole",
                          "__tag": 4003,
                          "value": "np.intp",
                          "domain": null,
                          "role": null,
                          "inventory": null
                        },
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": ". ("
                        },
                        {
                          "__type": "InlineRole",
                          "__tag": 4003,
                          "value": "dtype=int",
                          "domain": null,
                          "role": null,
                          "inventory": null
                        },
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": " is not the same as in most NumPy functions.)"
                        }
                      ]
                    }
                  ]
                }
              ]
            }
          ]
        }
      ],
      "title": [],
      "level": 0,
      "target": null
    },
    "Extended Summary": {
      "__type": "Section",
      "__tag": 4015,
      "children": [
        {
          "__type": "Paragraph",
          "__tag": 4045,
          "children": [
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "Return random integers from the \"discrete uniform\" distribution of the specified dtype in the \"half-open\" interval ["
            },
            {
              "__type": "ParamRef",
              "__tag": 4071,
              "name": "low"
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": ", "
            },
            {
              "__type": "ParamRef",
              "__tag": 4071,
              "name": "high"
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "). If "
            },
            {
              "__type": "ParamRef",
              "__tag": 4071,
              "name": "high"
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": " is None (the default), then results are from [0, "
            },
            {
              "__type": "ParamRef",
              "__tag": 4071,
              "name": "low"
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": ")."
            }
          ]
        },
        {
          "__type": "Admonition",
          "__tag": 4056,
          "kind": "note",
          "base_type": "note",
          "children": [
            {
              "__type": "AdmonitionTitle",
              "__tag": 4055,
              "children": [
                {
                  "__type": "Text",
                  "__tag": 4046,
                  "value": "note "
                }
              ]
            },
            {
              "__type": "Paragraph",
              "__tag": 4045,
              "children": [
                {
                  "__type": "Text",
                  "__tag": 4046,
                  "value": "New code should use the "
                },
                {
                  "__type": "CrossRef",
                  "__tag": 4002,
                  "value": "integers",
                  "reference": {
                    "__type": "RefInfo",
                    "__tag": 4000,
                    "module": "numpy",
                    "version": "*",
                    "kind": "api",
                    "path": "numpy.random._generator:Generator.integers"
                  },
                  "kind": "module"
                },
                {
                  "__type": "Text",
                  "__tag": 4046,
                  "value": " method of a "
                },
                {
                  "__type": "CrossRef",
                  "__tag": 4002,
                  "value": "Generator",
                  "reference": {
                    "__type": "RefInfo",
                    "__tag": 4000,
                    "module": "numpy",
                    "version": "*",
                    "kind": "api",
                    "path": "numpy.random._generator:Generator"
                  },
                  "kind": "module"
                },
                {
                  "__type": "Text",
                  "__tag": 4046,
                  "value": " instance instead; please see the "
                },
                {
                  "__type": "InlineRole",
                  "__tag": 4003,
                  "value": "random-quick-start",
                  "domain": null,
                  "role": "ref",
                  "inventory": null
                },
                {
                  "__type": "Text",
                  "__tag": 4046,
                  "value": "."
                }
              ]
            }
          ]
        }
      ],
      "title": [],
      "level": 0,
      "target": null
    },
    "Other Parameters": {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [],
      "level": 0,
      "target": null
    }
  },
  "_ordered_sections": [
    "Summary",
    "Extended Summary",
    "Parameters",
    "Attributes",
    "Methods",
    "Returns",
    "Yields",
    "Receives",
    "Other Parameters",
    "Raises",
    "Warns",
    "Warnings",
    "Notes"
  ],
  "item_file": null,
  "item_line": null,
  "item_type": "cython_function_or_method",
  "aliases": [
    "numpy.random.randint",
    "numpy.random.RandomState.randint"
  ],
  "example_section_data": {
    "__type": "Section",
    "__tag": 4015,
    "children": [
      {
        "__type": "Code",
        "__tag": 4050,
        "value": "np.random.randint(2, size=10)\n",
        "execution_status": "failure"
      },
      {
        "__type": "Code",
        "__tag": 4050,
        "value": "np.random.randint(1, size=10)\n",
        "execution_status": "success"
      },
      {
        "__type": "Text",
        "__tag": 4046,
        "value": "\nGenerate a 2 x 4 array of ints between 0 and 4, inclusive:\n\n"
      },
      {
        "__type": "Code",
        "__tag": 4050,
        "value": "np.random.randint(5, size=(2, 4))\n",
        "execution_status": "failure"
      },
      {
        "__type": "Text",
        "__tag": 4046,
        "value": "\nGenerate a 1 x 3 array with 3 different upper bounds\n\n"
      },
      {
        "__type": "Code",
        "__tag": 4050,
        "value": "np.random.randint(1, [3, 5, 10])\n",
        "execution_status": "failure"
      },
      {
        "__type": "Text",
        "__tag": 4046,
        "value": "\nGenerate a 1 by 3 array with 3 different lower bounds\n\n"
      },
      {
        "__type": "Code",
        "__tag": 4050,
        "value": "np.random.randint([1, 5, 7], 10)\n",
        "execution_status": "failure"
      },
      {
        "__type": "Text",
        "__tag": 4046,
        "value": "\nGenerate a 2 by 4 array using broadcasting with dtype of uint8\n\n"
      },
      {
        "__type": "Code",
        "__tag": 4050,
        "value": "np.random.randint([1, 3, 5, 7], [[10], [20]], dtype=np.uint8)\n",
        "execution_status": "failure"
      }
    ],
    "title": [],
    "level": 0,
    "target": null
  },
  "see_also": [
    {
      "__type": "SeeAlsoItem",
      "__tag": 4028,
      "name": {
        "__type": "CrossRef",
        "__tag": 4002,
        "value": "random.Generator.integers",
        "reference": {
          "__type": "RefInfo",
          "__tag": 4000,
          "module": "current-module",
          "version": "current-version",
          "kind": "to-resolve",
          "path": "random.Generator.integers"
        },
        "kind": "module"
      },
      "descriptions": [
        {
          "__type": "Paragraph",
          "__tag": 4045,
          "children": [
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "which should be used for new code."
            }
          ]
        }
      ],
      "type": null
    },
    {
      "__type": "SeeAlsoItem",
      "__tag": 4028,
      "name": {
        "__type": "CrossRef",
        "__tag": 4002,
        "value": "random_integers",
        "reference": {
          "__type": "LocalRef",
          "__tag": 4022,
          "kind": "module",
          "path": "numpy.random:RandomState.random_integers"
        },
        "kind": "module"
      },
      "descriptions": [
        {
          "__type": "Paragraph",
          "__tag": 4045,
          "children": [
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "similar to "
            },
            {
              "__type": "InlineRole",
              "__tag": 4003,
              "value": "randint",
              "domain": null,
              "role": null,
              "inventory": null
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": ", only for the closed interval ["
            },
            {
              "__type": "InlineRole",
              "__tag": 4003,
              "value": "low",
              "domain": null,
              "role": null,
              "inventory": null
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": ", "
            },
            {
              "__type": "InlineRole",
              "__tag": 4003,
              "value": "high",
              "domain": null,
              "role": null,
              "inventory": null
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "], and 1 is the lowest value if "
            },
            {
              "__type": "InlineRole",
              "__tag": 4003,
              "value": "high",
              "domain": null,
              "role": null,
              "inventory": null
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": " is omitted."
            }
          ]
        }
      ],
      "type": null
    }
  ],
  "signature": {
    "__type": "SignatureNode",
    "__tag": 4029,
    "kind": "function",
    "parameters": [
      {
        "__type": "SigParam",
        "__tag": 4030,
        "name": "low",
        "annotation": {
          "__type": "Empty",
          "__tag": 4031
        },
        "kind": "POSITIONAL_OR_KEYWORD",
        "default": {
          "__type": "Empty",
          "__tag": 4031
        }
      },
      {
        "__type": "SigParam",
        "__tag": 4030,
        "name": "high",
        "annotation": {
          "__type": "Empty",
          "__tag": 4031
        },
        "kind": "POSITIONAL_OR_KEYWORD",
        "default": "None"
      },
      {
        "__type": "SigParam",
        "__tag": 4030,
        "name": "size",
        "annotation": {
          "__type": "Empty",
          "__tag": 4031
        },
        "kind": "POSITIONAL_OR_KEYWORD",
        "default": "None"
      },
      {
        "__type": "SigParam",
        "__tag": 4030,
        "name": "dtype",
        "annotation": {
          "__type": "Empty",
          "__tag": 4031
        },
        "kind": "POSITIONAL_OR_KEYWORD",
        "default": "<class 'int'>"
      }
    ],
    "return_annotation": {
      "__type": "Empty",
      "__tag": 4031
    },
    "target_name": "randint"
  },
  "references": null,
  "qa": "numpy.random:RandomState.randint",
  "arbitrary": [],
  "local_refs": [
    "dtype",
    "high",
    "low",
    "out",
    "size"
  ]
}