diff --git a/docs/en/docs/advanced/json-base64-bytes.md b/docs/en/docs/advanced/json-base64-bytes.md new file mode 100644 index 0000000000..c0dfec72b9 --- /dev/null +++ b/docs/en/docs/advanced/json-base64-bytes.md @@ -0,0 +1,63 @@ +# JSON with Bytes as Base64 { #json-with-bytes-as-base64 } + +If your app needs to receive and send JSON data, but you need to include binary data in it, you can encode it as base64. + +## Base64 vs Files { #base64-vs-files } + +Consider first if you can use [Request Files](../tutorial/request-files.md){.internal-link target=_blank} for uploading binary data and [Custom Response - FileResponse](./custom-response.md#fileresponse--fileresponse-){.internal-link target=_blank} for sending binary data, instead of encoding it in JSON. + +JSON can only contain UTF-8 encoded strings, so it can't contain raw bytes. + +Base64 can encode binary data in strings, but to do it, it needs to use more characters than the original binary data, so it would normally be less efficient than regular files. + +Use base64 only if you definitely need to include binary data in JSON, and you can't use files for that. + +## Pydantic `bytes` { #pydantic-bytes } + +You can declare a Pydantic model with `bytes` fields, and then use `val_json_bytes` in the model config to tell it to use base64 to *validate* input JSON data, as part of that validation it will decode the base64 string into bytes. + +{* ../../docs_src/json_base64_bytes/tutorial001_py310.py ln[1:9,29:35] hl[9] *} + +If you check the `/docs`, they will show that the field `data` expects base64 encoded bytes: + +
+ +
+ +You could send a request like: + +```json +{ + "description": "Some data", + "data": "aGVsbG8=" +} +``` + +/// tip + +`aGVsbG8=` is the base64 encoding of `hello`. + +/// + +And then Pydantic will decode the base64 string and give you the original bytes in the `data` field of the model. + +You will receive a response like: + +```json +{ + "description": "Some data", + "content": "hello" +} +``` + +## Pydantic `bytes` for Output Data { #pydantic-bytes-for-output-data } + +You can also use `bytes` fields with `ser_json_bytes` in the model config for output data, and Pydantic will *serialize* the bytes as base64 when generating the JSON response. + +{* ../../docs_src/json_base64_bytes/tutorial001_py310.py ln[1:2,12:16,29,38:41] hl[16] *} + +## Pydantic `bytes` for Input and Output Data { #pydantic-bytes-for-input-and-output-data } + +And of course, you can use the same model configured to use base64 to handle both input (*validate*) with `val_json_bytes` and output (*serialize*) with `ser_json_bytes` when receiving and sending JSON data. + +{* ../../docs_src/json_base64_bytes/tutorial001_py310.py ln[1:2,19:26,29,44:46] hl[23:26] *} diff --git a/docs/en/docs/img/tutorial/json-base64-bytes/image01.png b/docs/en/docs/img/tutorial/json-base64-bytes/image01.png new file mode 100644 index 0000000000..996732b749 Binary files /dev/null and b/docs/en/docs/img/tutorial/json-base64-bytes/image01.png differ diff --git a/docs/en/mkdocs.yml b/docs/en/mkdocs.yml index 96ed3d5869..b276e55d95 100644 --- a/docs/en/mkdocs.yml +++ b/docs/en/mkdocs.yml @@ -192,6 +192,7 @@ nav: - advanced/wsgi.md - advanced/generate-clients.md - advanced/advanced-python-types.md + - advanced/json-base64-bytes.md - fastapi-cli.md - Deployment: - deployment/index.md diff --git a/docs_src/json_base64_bytes/__init__.py b/docs_src/json_base64_bytes/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/docs_src/json_base64_bytes/tutorial001_py310.py b/docs_src/json_base64_bytes/tutorial001_py310.py new file mode 100644 index 0000000000..3262ffb7f0 --- /dev/null +++ b/docs_src/json_base64_bytes/tutorial001_py310.py @@ -0,0 +1,46 @@ +from fastapi import FastAPI +from pydantic import BaseModel + + +class DataInput(BaseModel): + description: str + data: bytes + + model_config = {"val_json_bytes": "base64"} + + +class DataOutput(BaseModel): + description: str + data: bytes + + model_config = {"ser_json_bytes": "base64"} + + +class DataInputOutput(BaseModel): + description: str + data: bytes + + model_config = { + "val_json_bytes": "base64", + "ser_json_bytes": "base64", + } + + +app = FastAPI() + + +@app.post("/data") +def post_data(body: DataInput): + content = body.data.decode("utf-8") + return {"description": body.description, "content": content} + + +@app.get("/data") +def get_data() -> DataOutput: + data = "hello".encode("utf-8") + return DataOutput(description="A plumbus", data=data) + + +@app.post("/data-in-out") +def post_data_in_out(body: DataInputOutput) -> DataInputOutput: + return body diff --git a/fastapi/_compat/v2.py b/fastapi/_compat/v2.py index b83bc1b55b..0535c806f2 100644 --- a/fastapi/_compat/v2.py +++ b/fastapi/_compat/v2.py @@ -27,7 +27,7 @@ from pydantic._internal._schema_generation_shared import ( # type: ignore[attr- ) from pydantic._internal._typing_extra import eval_type_lenient from pydantic.fields import FieldInfo as FieldInfo -from pydantic.json_schema import GenerateJsonSchema as GenerateJsonSchema +from pydantic.json_schema import GenerateJsonSchema as _GenerateJsonSchema from pydantic.json_schema import JsonSchemaValue as JsonSchemaValue from pydantic_core import CoreSchema as CoreSchema from pydantic_core import PydanticUndefined @@ -40,6 +40,23 @@ RequiredParam = PydanticUndefined Undefined = PydanticUndefined evaluate_forwardref = eval_type_lenient + +class GenerateJsonSchema(_GenerateJsonSchema): + # TODO: remove when this is merged (or equivalent): https://github.com/pydantic/pydantic/pull/12841 + # and dropping support for any version of Pydantic before that one (so, in a very long time) + def bytes_schema(self, schema: CoreSchema) -> JsonSchemaValue: + json_schema = {"type": "string", "contentMediaType": "application/octet-stream"} + bytes_mode = ( + self._config.ser_json_bytes + if self.mode == "serialization" + else self._config.val_json_bytes + ) + if bytes_mode == "base64": + json_schema["contentEncoding"] = "base64" + self.update_with_validations(json_schema, schema, self.ValidationsMapping.bytes) + return json_schema + + # TODO: remove when dropping support for Pydantic < v2.12.3 _Attrs = { "default": ..., diff --git a/fastapi/datastructures.py b/fastapi/datastructures.py index c04b5f0f39..479e1a7c3b 100644 --- a/fastapi/datastructures.py +++ b/fastapi/datastructures.py @@ -139,7 +139,7 @@ class UploadFile(StarletteUploadFile): def __get_pydantic_json_schema__( cls, core_schema: Mapping[str, Any], handler: GetJsonSchemaHandler ) -> dict[str, Any]: - return {"type": "string", "format": "binary"} + return {"type": "string", "contentMediaType": "application/octet-stream"} @classmethod def __get_pydantic_core_schema__( diff --git a/pyproject.toml b/pyproject.toml index 1e6fda3b1c..92b4739458 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -548,6 +548,7 @@ ignore = [ "docs_src/security/tutorial005_an_py39.py" = ["B904"] "docs_src/security/tutorial005_py310.py" = ["B904"] "docs_src/security/tutorial005_py39.py" = ["B904"] +"docs_src/json_base64_bytes/tutorial001_py310.py" = ["UP012"] [tool.ruff.lint.isort] known-third-party = ["fastapi", "pydantic", "starlette"] diff --git a/scripts/playwright/json_base64_bytes/image01.py b/scripts/playwright/json_base64_bytes/image01.py new file mode 100644 index 0000000000..56c57e1c32 --- /dev/null +++ b/scripts/playwright/json_base64_bytes/image01.py @@ -0,0 +1,37 @@ +import subprocess +import time + +import httpx +from playwright.sync_api import Playwright, sync_playwright + + +# Run playwright codegen to generate the code below, copy paste the sections in run() +def run(playwright: Playwright) -> None: + browser = playwright.chromium.launch(headless=False) + # Update the viewport manually + context = browser.new_context(viewport={"width": 960, "height": 1080}) + page = context.new_page() + page.goto("http://localhost:8000/docs") + page.get_by_role("button", name="POST /data Post Data").click() + # Manually add the screenshot + page.screenshot(path="docs/en/docs/img/tutorial/json-base64-bytes/image01.png") + + # --------------------- + context.close() + browser.close() + + +process = subprocess.Popen( + ["fastapi", "run", "docs_src/json_base64_bytes/tutorial001_py310.py"] +) +try: + for _ in range(3): + try: + response = httpx.get("http://localhost:8000/docs") + except httpx.ConnectError: + time.sleep(1) + break + with sync_playwright() as playwright: + run(playwright) +finally: + process.terminate() diff --git a/tests/test_request_params/test_file/test_list.py b/tests/test_request_params/test_file/test_list.py index 68280fcf32..5332795f4c 100644 --- a/tests/test_request_params/test_file/test_list.py +++ b/tests/test_request_params/test_file/test_list.py @@ -37,7 +37,10 @@ def test_list_schema(path: str): "properties": { "p": { "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, "title": "P", }, }, @@ -115,7 +118,10 @@ def test_list_alias_schema(path: str): "properties": { "p_alias": { "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, "title": "P Alias", }, }, @@ -221,7 +227,10 @@ def test_list_validation_alias_schema(path: str): "properties": { "p_val_alias": { "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, "title": "P Val Alias", }, }, @@ -338,7 +347,10 @@ def test_list_alias_and_validation_alias_schema(path: str): "properties": { "p_val_alias": { "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, "title": "P Val Alias", }, }, diff --git a/tests/test_request_params/test_file/test_optional.py b/tests/test_request_params/test_file/test_optional.py index b4dc11a06a..3d1aac25e2 100644 --- a/tests/test_request_params/test_file/test_optional.py +++ b/tests/test_request_params/test_file/test_optional.py @@ -37,7 +37,7 @@ def test_optional_schema(path: str): "properties": { "p": { "anyOf": [ - {"type": "string", "format": "binary"}, + {"type": "string", "contentMediaType": "application/octet-stream"}, {"type": "null"}, ], "title": "P", @@ -109,7 +109,7 @@ def test_optional_alias_schema(path: str): "properties": { "p_alias": { "anyOf": [ - {"type": "string", "format": "binary"}, + {"type": "string", "contentMediaType": "application/octet-stream"}, {"type": "null"}, ], "title": "P Alias", @@ -200,7 +200,7 @@ def test_optional_validation_alias_schema(path: str): "properties": { "p_val_alias": { "anyOf": [ - {"type": "string", "format": "binary"}, + {"type": "string", "contentMediaType": "application/octet-stream"}, {"type": "null"}, ], "title": "P Val Alias", @@ -296,7 +296,7 @@ def test_optional_alias_and_validation_alias_schema(path: str): "properties": { "p_val_alias": { "anyOf": [ - {"type": "string", "format": "binary"}, + {"type": "string", "contentMediaType": "application/octet-stream"}, {"type": "null"}, ], "title": "P Val Alias", diff --git a/tests/test_request_params/test_file/test_optional_list.py b/tests/test_request_params/test_file/test_optional_list.py index a506ec991f..3c211b1e8e 100644 --- a/tests/test_request_params/test_file/test_optional_list.py +++ b/tests/test_request_params/test_file/test_optional_list.py @@ -41,7 +41,10 @@ def test_optional_list_schema(path: str): "anyOf": [ { "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, }, {"type": "null"}, ], @@ -116,7 +119,10 @@ def test_optional_list_alias_schema(path: str): "anyOf": [ { "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, }, {"type": "null"}, ], @@ -205,7 +211,10 @@ def test_optional_validation_alias_schema(path: str): "anyOf": [ { "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, }, {"type": "null"}, ], @@ -301,7 +310,10 @@ def test_optional_list_alias_and_validation_alias_schema(path: str): "anyOf": [ { "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, }, {"type": "null"}, ], diff --git a/tests/test_request_params/test_file/test_required.py b/tests/test_request_params/test_file/test_required.py index a0f9d23a6b..22d6c0fffd 100644 --- a/tests/test_request_params/test_file/test_required.py +++ b/tests/test_request_params/test_file/test_required.py @@ -35,7 +35,11 @@ def test_required_schema(path: str): assert app.openapi()["components"]["schemas"][body_model_name] == { "properties": { - "p": {"title": "P", "type": "string", "format": "binary"}, + "p": { + "title": "P", + "type": "string", + "contentMediaType": "application/octet-stream", + }, }, "required": ["p"], "title": body_model_name, @@ -109,7 +113,11 @@ def test_required_alias_schema(path: str): assert app.openapi()["components"]["schemas"][body_model_name] == { "properties": { - "p_alias": {"title": "P Alias", "type": "string", "format": "binary"}, + "p_alias": { + "title": "P Alias", + "type": "string", + "contentMediaType": "application/octet-stream", + }, }, "required": ["p_alias"], "title": body_model_name, @@ -216,7 +224,7 @@ def test_required_validation_alias_schema(path: str): "p_val_alias": { "title": "P Val Alias", "type": "string", - "format": "binary", + "contentMediaType": "application/octet-stream", }, }, "required": ["p_val_alias"], @@ -329,7 +337,7 @@ def test_required_alias_and_validation_alias_schema(path: str): "p_val_alias": { "title": "P Val Alias", "type": "string", - "format": "binary", + "contentMediaType": "application/octet-stream", }, }, "required": ["p_val_alias"], diff --git a/tests/test_tutorial/test_json_base64_bytes/__init__.py b/tests/test_tutorial/test_json_base64_bytes/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/tests/test_tutorial/test_json_base64_bytes/test_tutorial001.py b/tests/test_tutorial/test_json_base64_bytes/test_tutorial001.py new file mode 100644 index 0000000000..4d70bca5f3 --- /dev/null +++ b/tests/test_tutorial/test_json_base64_bytes/test_tutorial001.py @@ -0,0 +1,225 @@ +import importlib + +import pytest +from fastapi.testclient import TestClient +from inline_snapshot import snapshot + +from tests.utils import needs_py310 + + +@pytest.fixture( + name="client", + params=[pytest.param("tutorial001_py310", marks=needs_py310)], +) +def get_client(request: pytest.FixtureRequest): + mod = importlib.import_module(f"docs_src.json_base64_bytes.{request.param}") + + client = TestClient(mod.app) + return client + + +def test_post_data(client: TestClient): + response = client.post( + "/data", + json={ + "description": "A file", + "data": "SGVsbG8sIFdvcmxkIQ==", + }, + ) + assert response.status_code == 200, response.text + assert response.json() == {"description": "A file", "content": "Hello, World!"} + + +def test_get_data(client: TestClient): + response = client.get("/data") + assert response.status_code == 200, response.text + assert response.json() == {"description": "A plumbus", "data": "aGVsbG8="} + + +def test_post_data_in_out(client: TestClient): + response = client.post( + "/data-in-out", + json={ + "description": "A plumbus", + "data": "SGVsbG8sIFdvcmxkIQ==", + }, + ) + assert response.status_code == 200, response.text + assert response.json() == { + "description": "A plumbus", + "data": "SGVsbG8sIFdvcmxkIQ==", + } + + +def test_openapi_schema(client: TestClient): + response = client.get("/openapi.json") + assert response.status_code == 200, response.text + assert response.json() == snapshot( + { + "openapi": "3.1.0", + "info": {"title": "FastAPI", "version": "0.1.0"}, + "paths": { + "/data": { + "get": { + "summary": "Get Data", + "operationId": "get_data_data_get", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/DataOutput" + } + } + }, + } + }, + }, + "post": { + "summary": "Post Data", + "operationId": "post_data_data_post", + "requestBody": { + "content": { + "application/json": { + "schema": {"$ref": "#/components/schemas/DataInput"} + } + }, + "required": True, + }, + "responses": { + "200": { + "description": "Successful Response", + "content": {"application/json": {"schema": {}}}, + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + }, + }, + }, + }, + }, + "/data-in-out": { + "post": { + "summary": "Post Data In Out", + "operationId": "post_data_in_out_data_in_out_post", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/DataInputOutput" + } + } + }, + "required": True, + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/DataInputOutput" + } + } + }, + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + }, + }, + }, + } + }, + }, + "components": { + "schemas": { + "DataInput": { + "properties": { + "description": {"type": "string", "title": "Description"}, + "data": { + "type": "string", + "contentEncoding": "base64", + "contentMediaType": "application/octet-stream", + "title": "Data", + }, + }, + "type": "object", + "required": ["description", "data"], + "title": "DataInput", + }, + "DataInputOutput": { + "properties": { + "description": {"type": "string", "title": "Description"}, + "data": { + "type": "string", + "contentEncoding": "base64", + "contentMediaType": "application/octet-stream", + "title": "Data", + }, + }, + "type": "object", + "required": ["description", "data"], + "title": "DataInputOutput", + }, + "DataOutput": { + "properties": { + "description": {"type": "string", "title": "Description"}, + "data": { + "type": "string", + "contentEncoding": "base64", + "contentMediaType": "application/octet-stream", + "title": "Data", + }, + }, + "type": "object", + "required": ["description", "data"], + "title": "DataOutput", + }, + "HTTPValidationError": { + "properties": { + "detail": { + "items": { + "$ref": "#/components/schemas/ValidationError" + }, + "type": "array", + "title": "Detail", + } + }, + "type": "object", + "title": "HTTPValidationError", + }, + "ValidationError": { + "properties": { + "ctx": {"title": "Context", "type": "object"}, + "input": {"title": "Input"}, + "loc": { + "items": { + "anyOf": [{"type": "string"}, {"type": "integer"}] + }, + "type": "array", + "title": "Location", + }, + "msg": {"type": "string", "title": "Message"}, + "type": {"type": "string", "title": "Error Type"}, + }, + "type": "object", + "required": ["loc", "msg", "type"], + "title": "ValidationError", + }, + } + }, + } + ) diff --git a/tests/test_tutorial/test_request_files/test_tutorial001.py b/tests/test_tutorial/test_request_files/test_tutorial001.py index 4d3c35d65d..797225bc2d 100644 --- a/tests/test_tutorial/test_request_files/test_tutorial001.py +++ b/tests/test_tutorial/test_request_files/test_tutorial001.py @@ -162,8 +162,8 @@ def test_openapi_schema(client: TestClient): "properties": { "file": { "title": "File", + "contentMediaType": "application/octet-stream", "type": "string", - "format": "binary", } }, }, @@ -175,7 +175,7 @@ def test_openapi_schema(client: TestClient): "file": { "title": "File", "type": "string", - "format": "binary", + "contentMediaType": "application/octet-stream", } }, }, diff --git a/tests/test_tutorial/test_request_files/test_tutorial001_02.py b/tests/test_tutorial/test_request_files/test_tutorial001_02.py index f199b992ae..4e3c33818e 100644 --- a/tests/test_tutorial/test_request_files/test_tutorial001_02.py +++ b/tests/test_tutorial/test_request_files/test_tutorial001_02.py @@ -134,7 +134,10 @@ def test_openapi_schema(client: TestClient): "file": { "title": "File", "anyOf": [ - {"type": "string", "format": "binary"}, + { + "type": "string", + "contentMediaType": "application/octet-stream", + }, {"type": "null"}, ], } @@ -147,7 +150,10 @@ def test_openapi_schema(client: TestClient): "file": { "title": "File", "anyOf": [ - {"type": "string", "format": "binary"}, + { + "type": "string", + "contentMediaType": "application/octet-stream", + }, {"type": "null"}, ], } diff --git a/tests/test_tutorial/test_request_files/test_tutorial001_03.py b/tests/test_tutorial/test_request_files/test_tutorial001_03.py index ce22c1b5c4..bccc617046 100644 --- a/tests/test_tutorial/test_request_files/test_tutorial001_03.py +++ b/tests/test_tutorial/test_request_files/test_tutorial001_03.py @@ -123,7 +123,7 @@ def test_openapi_schema(client: TestClient): "title": "File", "type": "string", "description": "A file read as bytes", - "format": "binary", + "contentMediaType": "application/octet-stream", } }, }, @@ -134,9 +134,9 @@ def test_openapi_schema(client: TestClient): "properties": { "file": { "title": "File", + "contentMediaType": "application/octet-stream", "type": "string", "description": "A file read as UploadFile", - "format": "binary", } }, }, diff --git a/tests/test_tutorial/test_request_files/test_tutorial002.py b/tests/test_tutorial/test_request_files/test_tutorial002.py index ebf76b3a07..123468d48f 100644 --- a/tests/test_tutorial/test_request_files/test_tutorial002.py +++ b/tests/test_tutorial/test_request_files/test_tutorial002.py @@ -195,7 +195,10 @@ def test_openapi_schema(client: TestClient): "files": { "title": "Files", "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, } }, }, @@ -207,7 +210,10 @@ def test_openapi_schema(client: TestClient): "files": { "title": "Files", "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, } }, }, diff --git a/tests/test_tutorial/test_request_files/test_tutorial003.py b/tests/test_tutorial/test_request_files/test_tutorial003.py index f11658d27c..2f554d9489 100644 --- a/tests/test_tutorial/test_request_files/test_tutorial003.py +++ b/tests/test_tutorial/test_request_files/test_tutorial003.py @@ -165,7 +165,10 @@ def test_openapi_schema(client: TestClient): "files": { "title": "Files", "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, "description": "Multiple files as bytes", } }, @@ -178,7 +181,10 @@ def test_openapi_schema(client: TestClient): "files": { "title": "Files", "type": "array", - "items": {"type": "string", "format": "binary"}, + "items": { + "type": "string", + "contentMediaType": "application/octet-stream", + }, "description": "Multiple files as UploadFile", } }, diff --git a/tests/test_tutorial/test_request_forms_and_files/test_tutorial001.py b/tests/test_tutorial/test_request_forms_and_files/test_tutorial001.py index e2462e040b..cc10d8bec5 100644 --- a/tests/test_tutorial/test_request_forms_and_files/test_tutorial001.py +++ b/tests/test_tutorial/test_request_forms_and_files/test_tutorial001.py @@ -198,12 +198,12 @@ def test_openapi_schema(client: TestClient): "file": { "title": "File", "type": "string", - "format": "binary", + "contentMediaType": "application/octet-stream", }, "fileb": { "title": "Fileb", + "contentMediaType": "application/octet-stream", "type": "string", - "format": "binary", }, "token": {"title": "Token", "type": "string"}, },