AI LinearFunction methods

Get available backends

HTTP Response Status Codes

Status code	Description
200	Successful Response
422	Validation Error

Code samples

GET

/linear_functions/backends

curl -X GET \
  https://cloud-transpiler.quantum.ibm.com/linear_functions/backends \
  -H 'Authorization: Bearer YOUR-TOKEN' \
  -H 'Accept: application/json'

import requests
 
response = requests.request(
    "GET",
    "https://cloud-transpiler.quantum.ibm.com/linear_functions/backends",
    headers={
        "Accept": "application/json",
        "Authorization": "Bearer YOUR_API_TOKEN_HERE"
    },
)
print(response.json())

Responses

Status code

[
  "example"
]

Status code

{
  "type": "array",
  "items": {
    "type": "string"
  },
  "title": "Response Backends Linear Functions Backends Get"
}

Benchmark AI-powered LinearFunction pass

Returns a task ID; use the '/linear_functions/benchmark/{taskId}' endpoint to get the result.

Query Parameters

Name, Type	Description
model string
backend string	The name of the backend. Refer to https://docs.quantum.ibm.com/run/get-backend-information. Example: `"ibm_kyoto"`
topology string
n_steps integer	The number of attempts (aka steps) that the RL model should perform to find the best synthesized circuit

Body Parameters (application/json)

Name, Type	Description
clifford_dict Required	Example: `{"destabilizer":["+IIXXX","+IIXXI","+IXXXI","+IXIXI","+XIIII"],"stabilizer":["+IIIIZ","+IZIZZ","+IZZZI","+IIZZI","+ZIIII"]}`
coupling_map integer[][] \| null	Example: `[[0,1],[1,2],[2,3],[3,4]]`

HTTP Response Status Codes

Status code	Description
200	Successful Response
422	Validation Error

Code samples

POST

/linear_functions/benchmark

curl -X POST \
  https://cloud-transpiler.quantum.ibm.com/linear_functions/benchmark \
  -H 'Authorization: Bearer YOUR-TOKEN' \
  -H 'Accept: application/json' \
  -H 'Content-Type: application/json' \
  -d '{"clifford_dict":{"destabilizer":["+IIXXX","+IIXXI","+IXXXI","+IXIXI","+XIIII"],"stabilizer":["+IIIIZ","+IZIZZ","+IZZZI","+IIZZI","+ZIIII"]}}'

import requests
 
response = requests.request(
    "POST",
    "https://cloud-transpiler.quantum.ibm.com/linear_functions/benchmark",
    headers={
        "Accept": "application/json",
        "Content-Type": "application/json",
        "Authorization": "Bearer YOUR_API_TOKEN_HERE"
    },
    data="{\"clifford_dict\":{\"destabilizer\":[\"+IIXXX\",\"+IIXXI\",\"+IXXXI\",\"+IXIXI\",\"+XIIII\"],\"stabilizer\":[\"+IIIIZ\",\"+IZIZZ\",\"+IZZZI\",\"+IIZZI\",\"+ZIIII\"]}}"
)
print(response.json())

Responses

Status code

{
  "task_id": "example"
}

Status code

{
  "properties": {
    "task_id": {
      "type": "string",
      "title": "Task Id"
    }
  },
  "type": "object",
  "required": [
    "task_id"
  ],
  "title": "TaskIdResponse"
}

Get benchmark result

Path Parameters

Name, Type	Description
task_id Required string	The ID of the benchmark task. This ID is returned by the '/linear_functions/benchmark' POST endpoint.

HTTP Response Status Codes

Status code	Description
200	Successful Response
422	Validation Error

Code samples

GET

/linear_functions/benchmark/{task_id}

curl -X GET \
  https://cloud-transpiler.quantum.ibm.com/linear_functions/benchmark/{task_id} \
  -H 'Authorization: Bearer YOUR-TOKEN' \
  -H 'Accept: application/json'

import requests
 
response = requests.request(
    "GET",
    "https://cloud-transpiler.quantum.ibm.com/linear_functions/benchmark/{task_id}",
    headers={
        "Accept": "application/json",
        "Authorization": "Bearer YOUR_API_TOKEN_HERE"
    },
)
print(response.json())

Responses

Status code

{
  "state": "example",
  "result": null
}

Status code

{
  "properties": {
    "state": {
      "type": "string",
      "title": "State"
    },
    "result": {
      "anyOf": [
        {
          "items": {
            "properties": {
              "algorithm_name": {
                "type": "string",
                "title": "Algorithm Name"
              },
              "algorithm_name_compact": {
                "type": "string",
                "title": "Algorithm Name Compact"
              },
              "qasm": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ],
                "title": "Qasm"
              },
              "success": {
                "type": "boolean",
                "title": "Success"
              },
              "metrics": {
                "anyOf": [
                  {
                    "properties": {
                      "n_gates": {
                        "type": "integer",
                        "title": "N Gates"
                      },
                      "n_layers": {
                        "type": "integer",
                        "title": "N Layers"
                      },
                      "n_cnots": {
                        "type": "integer",
                        "title": "N Cnots"
                      },
                      "n_layers_cnots": {
                        "type": "integer",
                        "title": "N Layers Cnots"
                      },
                      "synthesize_time": {
                        "anyOf": [
                          {
                            "type": "number"
                          },
                          {
                            "type": "null"
                          }
                        ],
                        "title": "Synthesize Time"
                      }
                    },
                    "type": "object",
                    "required": [
                      "n_gates",
                      "n_layers",
                      "n_cnots",
                      "n_layers_cnots"
                    ],
                    "title": "BaseMetrics"
                  },
                  {
                    "type": "null"
                  }
                ]
              }
            },
            "type": "object",
            "required": [
              "algorithm_name",
              "algorithm_name_compact",
              "success"
            ],
            "title": "BenchmarkResult"
          },
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "title": "Result"
    }
  },
  "type": "object",
  "required": [
    "state"
  ],
  "title": "TaskBenchmarkResultResponse"
}

Synthesize Linear Function circuit

Returns a task ID; use the '/linear_functions/synthesize/{taskId}' endpoint to get the result.

Query Parameters

Name, Type	Description
model string
backend string	The name of the backend. Refer to https://docs.quantum.ibm.com/run/get-backend-information.
topology string
qubits integer
check_result boolean	If true, the RL model will check the result before returning a response Default value: `false`
n_steps integer	The number of attempts (aka steps) that the RL model should perform to find the best synthesized circuit
keep_layout boolean	Default value: `true`

Body Parameters (application/json)

Name, Type	Description
clifford_dict Required	Example: `{"destabilizer":["+IIXXX","+IIXXI","+IXXXI","+IXIXI","+XIIII"],"stabilizer":["+IIIIZ","+IZIZZ","+IZZZI","+IIZZI","+ZIIII"]}`
coupling_map integer[][] \| null	Example: `[[0,1],[1,2],[2,3],[3,4]]`

HTTP Response Status Codes

Status code	Description
200	Successful Response
422	Validation Error

Code samples

POST

/linear_functions/synthesize

curl -X POST \
  https://cloud-transpiler.quantum.ibm.com/linear_functions/synthesize \
  -H 'Authorization: Bearer YOUR-TOKEN' \
  -H 'Accept: application/json' \
  -H 'Content-Type: application/json' \
  -d '{"clifford_dict":{"destabilizer":["+IIXXX","+IIXXI","+IXXXI","+IXIXI","+XIIII"],"stabilizer":["+IIIIZ","+IZIZZ","+IZZZI","+IIZZI","+ZIIII"]}}'

import requests
 
response = requests.request(
    "POST",
    "https://cloud-transpiler.quantum.ibm.com/linear_functions/synthesize",
    headers={
        "Accept": "application/json",
        "Content-Type": "application/json",
        "Authorization": "Bearer YOUR_API_TOKEN_HERE"
    },
    data="{\"clifford_dict\":{\"destabilizer\":[\"+IIXXX\",\"+IIXXI\",\"+IXXXI\",\"+IXIXI\",\"+XIIII\"],\"stabilizer\":[\"+IIIIZ\",\"+IZIZZ\",\"+IZZZI\",\"+IIZZI\",\"+ZIIII\"]}}"
)
print(response.json())

Responses

Status code

{
  "task_id": "example"
}

Status code

{
  "properties": {
    "task_id": {
      "type": "string",
      "title": "Task Id"
    }
  },
  "type": "object",
  "required": [
    "task_id"
  ],
  "title": "TaskIdResponse"
}

Get synthesis result

Path Parameters

Name, Type	Description
task_id Required string	The ID of the synthesis task. This ID is returned by the '/linear_functions/synthesize' POST endpoint.

HTTP Response Status Codes

Status code	Description
200	Successful Response
422	Validation Error

Code samples

GET

/linear_functions/synthesize/{task_id}

curl -X GET \
  https://cloud-transpiler.quantum.ibm.com/linear_functions/synthesize/{task_id} \
  -H 'Authorization: Bearer YOUR-TOKEN' \
  -H 'Accept: application/json'

import requests
 
response = requests.request(
    "GET",
    "https://cloud-transpiler.quantum.ibm.com/linear_functions/synthesize/{task_id}",
    headers={
        "Accept": "application/json",
        "Authorization": "Bearer YOUR_API_TOKEN_HERE"
    },
)
print(response.json())

Responses

Status code

{
  "state": "example",
  "result": null
}

Status code

{
  "properties": {
    "state": {
      "type": "string",
      "title": "State"
    },
    "result": {
      "anyOf": [
        {
          "properties": {
            "qasm": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Qasm"
            },
            "success": {
              "type": "boolean",
              "title": "Success"
            },
            "layout": {
              "anyOf": [
                {
                  "properties": {
                    "initial": {
                      "items": {
                        "type": "integer"
                      },
                      "type": "array",
                      "title": "Initial"
                    },
                    "final": {
                      "items": {
                        "type": "integer"
                      },
                      "type": "array",
                      "title": "Final"
                    }
                  },
                  "type": "object",
                  "required": [
                    "initial",
                    "final"
                  ],
                  "title": "LayoutResult",
                  "description": "Enum for layout result"
                },
                {
                  "type": "null"
                }
              ]
            },
            "error": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Error"
            }
          },
          "type": "object",
          "required": [
            "success"
          ],
          "title": "RlResult",
          "description": "Enum for Rl Result information"
        },
        {
          "items": {
            "properties": {
              "qasm": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ],
                "title": "Qasm"
              },
              "success": {
                "type": "boolean",
                "title": "Success"
              },
              "layout": {
                "anyOf": [
                  {
                    "properties": {
                      "initial": {
                        "items": {
                          "type": "integer"
                        },
                        "type": "array",
                        "title": "Initial"
                      },
                      "final": {
                        "items": {
                          "type": "integer"
                        },
                        "type": "array",
                        "title": "Final"
                      }
                    },
                    "type": "object",
                    "required": [
                      "initial",
                      "final"
                    ],
                    "title": "LayoutResult",
                    "description": "Enum for layout result"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "error": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ],
                "title": "Error"
              }
            },
            "type": "object",
            "required": [
              "success"
            ],
            "title": "RlResult",
            "description": "Enum for Rl Result information"
          },
          "type": "array"
        },
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Result"
    }
  },
  "type": "object",
  "required": [
    "state"
  ],
  "title": "TaskResultResponse"
}

Get available topologies

HTTP Response Status Codes

Status code	Description
200	Successful Response
422	Validation Error

Code samples

GET

/linear_functions/topologies

curl -X GET \
  https://cloud-transpiler.quantum.ibm.com/linear_functions/topologies \
  -H 'Authorization: Bearer YOUR-TOKEN' \
  -H 'Accept: application/json'

import requests
 
response = requests.request(
    "GET",
    "https://cloud-transpiler.quantum.ibm.com/linear_functions/topologies",
    headers={
        "Accept": "application/json",
        "Authorization": "Bearer YOUR_API_TOKEN_HERE"
    },
)
print(response.json())

Responses

Status code

[
  "example"
]

Status code

{
  "type": "array",
  "items": {
    "type": "string"
  },
  "title": "Response Topologies Linear Functions Topologies Get"
}

Transpile a Linear Function circuit

Returns a task ID; use the '/linear_functions/transpile/{taskId}' endpoint to get the result.

Query Parameters

Name, Type	Description
backend string	The name of the backend. Refer to https://docs.quantum.ibm.com/run/get-backend-information. Example: `"ibm_kyoto"`

Body Parameters (application/json)

Name, Type	Description
clifford_dict Required	Example: `{"destabilizer":["+IIXXX","+IIXXI","+IXXXI","+IXIXI","+XIIII"],"stabilizer":["+IIIIZ","+IZIZZ","+IZZZI","+IIZZI","+ZIIII"]}` Example: `[{"destabilizer":["+IIXXX","+IIXXI","+IXXXI","+IXIXI","+XIIII"],"stabilizer":["+IIIIZ","+IZIZZ","+IZZZI","+IIZZI","+ZIIII"]},{"destabilizer":["+IIXXX","+IIXXI","+IXXXI","+IXIXI","+XIIII"],"stabilizer":["+IIIIZ","+IZIZZ","+IZZZI","+IIZZI","+ZIIII"]}]`
qargs Required integer[][] \| integer[]	Example: `[0,1,2,3,4]` Example: `[[0,1,2,3,4]]` Example: `[[0,1,2,3,4],[0,1,2,3,4]]`
backend_coupling_map integer[][] \| null	Example: `[[1,2],[2,1]]`

HTTP Response Status Codes

Status code	Description
200	Successful Response
422	Validation Error

Code samples

POST

/linear_functions/transpile

curl -X POST \
  https://cloud-transpiler.quantum.ibm.com/linear_functions/transpile \
  -H 'Authorization: Bearer YOUR-TOKEN' \
  -H 'Accept: application/json' \
  -H 'Content-Type: application/json' \
  -d '{"clifford_dict":{"destabilizer":["+IIXXX","+IIXXI","+IXXXI","+IXIXI","+XIIII"],"stabilizer":["+IIIIZ","+IZIZZ","+IZZZI","+IIZZI","+ZIIII"]},"qargs":[0,1,2,3,4]}'

import requests
 
response = requests.request(
    "POST",
    "https://cloud-transpiler.quantum.ibm.com/linear_functions/transpile",
    headers={
        "Accept": "application/json",
        "Content-Type": "application/json",
        "Authorization": "Bearer YOUR_API_TOKEN_HERE"
    },
    data="{\"clifford_dict\":{\"destabilizer\":[\"+IIXXX\",\"+IIXXI\",\"+IXXXI\",\"+IXIXI\",\"+XIIII\"],\"stabilizer\":[\"+IIIIZ\",\"+IZIZZ\",\"+IZZZI\",\"+IIZZI\",\"+ZIIII\"]},\"qargs\":[0,1,2,3,4]}"
)
print(response.json())

Responses

Status code

{
  "task_id": "example"
}

Status code

{
  "properties": {
    "task_id": {
      "type": "string",
      "title": "Task Id"
    }
  },
  "type": "object",
  "required": [
    "task_id"
  ],
  "title": "TaskIdResponse"
}

Get transpilation result

Path Parameters

Name, Type	Description
task_id Required string	The ID of the transpilation task. This ID is returned by the '/linear_functions/transpile' POST endpoint.

HTTP Response Status Codes

Status code	Description
200	Successful Response
422	Validation Error

Code samples

GET

/linear_functions/transpile/{task_id}

curl -X GET \
  https://cloud-transpiler.quantum.ibm.com/linear_functions/transpile/{task_id} \
  -H 'Authorization: Bearer YOUR-TOKEN' \
  -H 'Accept: application/json'

import requests
 
response = requests.request(
    "GET",
    "https://cloud-transpiler.quantum.ibm.com/linear_functions/transpile/{task_id}",
    headers={
        "Accept": "application/json",
        "Authorization": "Bearer YOUR_API_TOKEN_HERE"
    },
)
print(response.json())

Responses

Status code

{
  "state": "example",
  "result": null
}

Status code

{
  "properties": {
    "state": {
      "type": "string",
      "title": "State"
    },
    "result": {
      "anyOf": [
        {
          "properties": {
            "qasm": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Qasm"
            },
            "success": {
              "type": "boolean",
              "title": "Success"
            },
            "layout": {
              "anyOf": [
                {
                  "properties": {
                    "initial": {
                      "items": {
                        "type": "integer"
                      },
                      "type": "array",
                      "title": "Initial"
                    },
                    "final": {
                      "items": {
                        "type": "integer"
                      },
                      "type": "array",
                      "title": "Final"
                    }
                  },
                  "type": "object",
                  "required": [
                    "initial",
                    "final"
                  ],
                  "title": "LayoutResult",
                  "description": "Enum for layout result"
                },
                {
                  "type": "null"
                }
              ]
            },
            "error": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "title": "Error"
            }
          },
          "type": "object",
          "required": [
            "success"
          ],
          "title": "RlResult",
          "description": "Enum for Rl Result information"
        },
        {
          "items": {
            "properties": {
              "qasm": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ],
                "title": "Qasm"
              },
              "success": {
                "type": "boolean",
                "title": "Success"
              },
              "layout": {
                "anyOf": [
                  {
                    "properties": {
                      "initial": {
                        "items": {
                          "type": "integer"
                        },
                        "type": "array",
                        "title": "Initial"
                      },
                      "final": {
                        "items": {
                          "type": "integer"
                        },
                        "type": "array",
                        "title": "Final"
                      }
                    },
                    "type": "object",
                    "required": [
                      "initial",
                      "final"
                    ],
                    "title": "LayoutResult",
                    "description": "Enum for layout result"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "error": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ],
                "title": "Error"
              }
            },
            "type": "object",
            "required": [
              "success"
            ],
            "title": "RlResult",
            "description": "Enum for Rl Result information"
          },
          "type": "array"
        },
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Result"
    }
  },
  "type": "object",
  "required": [
    "state"
  ],
  "title": "TaskResultResponse"
}