Obtaining Dataset Statistics¶

Function¶

Obtain dataset statistics.

Debugging¶

You can debug this API in which supports automatic authentication. API Explorer can automatically generate SDK code examples and provide the SDK code example debugging.

URI¶

GET /v2/{project_id}/datasets/{dataset_id}/data-annotations/stats

**Table 1** URI parameters¶
Parameter	Mandatory	Type	Description
dataset_id	Yes	String	Dataset ID
project_id	Yes	String	Project ID. For details, see Obtaining a Project ID and Name.

**Table 2** Query parameters¶
Parameter	Mandatory	Type	Description
email	No	String	Email address of a labeling team member
locale	No	String	Language
sample_state	No	String	Statistics on the specified sample state. Options: __ALL__: labeled __NONE__: unlabeled __UNCHECK__: to be accepted __ACCEPTED__: accepted __REJECTED__: rejected __UNREVIEWED__: to be reviewed __REVIEWED__: reviewed __WORKFORCE_SAMPLED__: sampled __WORKFORCE_SAMPLED_UNCHECK__: sampling pending check __WORKFORCE_SAMPLED_CHECKED__: sampling checked __WORKFORCE_SAMPLED_ACCEPTED__: sampling accepted __WORKFORCE_SAMPLED_REJECTED__: sampling rejected __AUTO_ANNOTATION__: to be confirmed

Request Parameters¶

None

Response Parameters¶

Status code: 200

**Table 3** Response body parameters¶
Parameter	Type	Description
data_path	String	Path for storing data of a dataset
data_spliting_enable	Boolean	Whether the dataset can be split into training set and validation set based on the sample labeling statistics. Options: true: The dataset can be split into training and validation sets. false: The dataset cannot be split into training and validation sets.
grouped_label_stats	Map<String,Array<LabelStats>>	Label statistics grouped by labeling type
hard_detail_stats	Map<String,PairOfintAndHardDetail>	Statistics on hard example reasons. The type is Map<Integer, Pair<Integer, HardDetail>>. The key of Map indicates the ID of the hard example reason, the key of Pair indicates how many times has the hard example reason occurred, and the value of Pair indicates the hard example reason.
key_sample_stats	Map<String,Integer>	Statistics on hard examples
label_stats	Array of LabelStats objects	List of label statistics
metadata_stats	Map<String,Object>	Statistics on sample metadata in JSON format.
sample_stats	Map<String,Integer>	Statistics on sample status

**Table 4** LabelStats¶
Parameter	Type	Description
attributes	Array of LabelAttribute objects	Multi-dimensional attribute of a label. For example, if the label is music, attributes such as style and artist may be included.
count	Integer	Number of labels
name	String	Label name
property	LabelProperty object	Basic attribute key-value pair of a label, such as color and shortcut keys.
sample_count	Integer	Number of samples containing the label
type	Integer	Label type. Options: 0: image classification 1: object detection 3: image segmentation 100: text classification 101: named entity recognition 102: text triplet relationship 103: text triplet entity 200: sound classification 201: speech content 202: speech paragraph labeling 600: video labeling

**Table 5** PairOfintAndHardDetail¶
Parameter	Type	Description
key	Integer	Number of times that a hard example reason occurs
value	HardDetail object	Reason for a hard example

**Table 6** HardDetail¶
Parameter	Type	Description
alo_name	String	Alias
id	Integer	Reason ID
reason	String	Reason description
suggestion	String	Handling suggestion

**Table 7** LabelAttribute¶
Parameter	Type	Description
default_value	String	Default value of a label attribute
id	String	Label attribute ID, which can be obtained in the label list.
name	String	Label attribute name, which can contain a maximum of 64 characters. Special characters `(!<>=&"')` cannot be included.
type	String	Label attribute type. Options: text: Select a text label. select: Select from the drop-down list.
values	Array of LabelAttributeValue objects	List of label attribute values

**Table 8** LabelAttributeValue¶
Parameter	Type	Description
id	String	Label attribute value ID
value	String	Label attribute value

**Table 9** LabelProperty¶
Parameter	Type	Description
@modelarts:color	String	Label color, which is a hexadecimal code of a color, for example, #FFFFF0. The default value is left blank.
@modelarts:default_shape	String	Default shape of an object detection label (dedicated attribute). By default, this parameter is left blank. Options: bndbox: rectangle polygon: polygon circle: circle line: straight line dashed: dashed line point: point polyline: polyline
@modelarts:from_type	String	Type of the head entity in the triplet relationship label. This attribute must be specified when a relationship label is created. This parameter is used only for the text triplet dataset.
@modelarts:rename_to	String	The new name of the label
@modelarts:shortcut	String	Label shortcut key, for example, D. By default, this parameter is left blank.
@modelarts:to_type	String	Type of the tail entity in the triplet relationship label. This attribute must be specified when a relationship label is created. This parameter is used only for the text triplet dataset.

Request Example¶

Run the following command to obtain dataset statistics:

GET https://{endpoint}/v2/{project_id}/datasets/WxCREuCkBSAlQr9xrde/data-annotations/stats

Response Example¶

Status code: 200

{
  "label_stats" : [ {
    "name" : "Bees",
    "type" : 1,
    "property" : {
      "@modelarts:color" : "#3399ff"
    },
    "count" : 8,
    "sample_count" : 5
  } ],
  "sample_stats" : {
    "un_annotation" : 309,
    "all" : 317,
    "total" : 317,
    "deleted" : 0,
    "manual_annotation" : 8,
    "auto_annotation" : 0,
    "lefted" : 317
  },
  "key_sample_stats" : {
    "total" : 317,
    "non_key_sample" : 315,
    "key_sample" : 2
  },
  "metadata_stats" : { },
  "data_spliting_enable" : false
}

Status Code¶

Status Code	Description
200	OK
401	Unauthorized
403	Forbidden
404	Not Found

Error Code¶

For details, see Error Codes.

last updated: 2024-12-11 13:55 UTC - commit: afb4a7dfa15e256dc933e946d9e874db041cb35c