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Creates one or multiple tasks.
You can add a maximum of 200,000 tasks per minute and a maximum of 4,000,000 tasks per day. Refer to the Rate limiting section for the complete list of the request limitations in Toloka API.
Try our new API reference: more parameter details, request/response examples, and code samples in various programming languages, including the Toloka-Kit usage samples.
POST https://toloka.dev/api/v1/tasksAuthorization: OAuth <OAuth token>Content-Type: application/JSON// one task {task data}// or multiple tasks [{task 1}, {task 2},... {task n}]
Title | Overview |
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Authorization | A token for account authorization. Add OAuth as a prefix. |
Content-Type | Specifies the data format in the request body. |
Specified in the link after the question mark; separated by &
.
Parameter | Overview |
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async_mode | boolean
|
allow_defaults | boolean
|
skip_invalid_items | boolean
|
open_pool | boolean Open the pool immediately after the operation is completed, if the pool is closed. The default value is false . |
operation_id | string Operation ID for a scheduled upload of one or more tasks (if async_mode=true is set).We recommended sending the ID in the POST request to avoid accidental errors, such as creating the operation multiple times for the same tasks. The ID should conform to the RFC4122 standard. You can use this ID in the future to get information about the operation. |
{ "pool_id": "1", "input_values": { "image_url": "www.site.com/image1.png" }, "known_solutions": [ { "output_values": { "result": "OK", "like": false }, "correctness_weight": 0.8 }, { "output_values": { "result": "OK", "like": true }, "correctness_weight": 1 } ], "baseline_solutions": [ { "output_values": { "result": "OK", "like": false }, "confidence_weight": 0.8 }, { "output_values": { "result": "OK", "like": true }, "confidence_weight": 1 } ], "message_on_unknown_solution": "The cat is in a good mood.", "infinite_overlap": false, "reserved_for": [], "unavailable_for": []}
Key | Overview |
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pool_id | string | required ID of the pool that the task is uploaded to. |
input_values | object | required Input data for a task. List of pairs:
|
known_solutions[] | array of objects Correct responses to control and training tasks. You can specify several options for a correct task response. If one option is more correct than another, you can assign different weights to the response options. To do this, use the |
known_solutions[].output_values | object | required Output data values to check. You should specify values for all required output data fields.
Note If the output field isn't required in the control task, don't specify it in the |
known_solutions[].correctness_weight | float The weight of a correct response in the range from 0 to 1. Lets you count a response as partially correct. This is convenient when there is no single right response to the task. This works like awarding points: if you need to complete one control task correctly to get a skill (receive 1 point), you may complete one task with a weight of 1 or two tasks with a weight of 0.5 or higher. The default value is |
baseline_solutions[] | array of objects Preliminary responses. This data simulates Toloker responses when calculating confidence in a response. It is used in dynamic overlap (also known as incremental relabeling or IRL) and aggregation of results by skill.Define output_values and confidence_weight for each preliminary response.For example, you ask Tolokers to label whether an image shows a cat or a dog. Suppose your neural network already determined that the image might show a dog with a probability of 80% and a cat with a probability of 40%. Let's say you set dynamic overlap from 1 to 3 and the minimum response confidence at 85%. If the Toloker answers "Dog" and the confidence in their response is high, the overlap most likely won't increase because one response is enough. If the Toloker answers "Cat", the confidence is most likely not high enough and the overlap will increase further. Can't be used when creating a task suite: an error with code 400 saying VALUE_NOT_ALLOWED will be returned to your request. |
baseline_solutions[].output_values | object | required Output data values for preliminary responses.
|
baseline_solutions[].confidence_weight | float | required Confidence in a response, from 0 to 1. The default value is 1. |
overlap | string | required if Required if the Task overlap. Warning Please note that overlap you set when uploading tasks has priority over the overlap you set during the pool creation. |
message_on_unknown_solution | string Hint for the task (for training tasks). |
infinite_overlap | boolean
|
origin_task_id | string ID of the task it was copied from. |
reserved_for[] | array of strings IDs of Tolokers who will have access to the task. |
unavailable_for[] | array of strings IDs of Tolokers who shouldn't have access to the task. |