Schema Details

Schema Details for schemas/abalone_schema.json

Last Modified: November 04, 2024 @ 12:20

Size in Bytes: 2,547

File Path: schemas/abalone_schema.json

File Source: local

Quality / Validation Overview:

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Located Schema File: schemas/abalone_schema.json

Raw Schema Data:

{
    "fields": [
        {
            "name": "Obs",
            "type": "integer",
            "constraints": {
                "required": true
            }
        },
        {
            "name": "Sex",
            "type": "string",
            "ontology": "abcd::Sex",
            "constraints": {
                "required": true,
                "enum": [
                    "Male",
                    "Female",
                    "SexUnknown",
                    "SexNotApplicable",
                    "MixedSex"
                ]
            }
        },
        {
            "name": "Length",
            "type": "number",
            "constraints": {
                "minimum": 0
            }
        },
        {
            "name": "Diameter",
            "type": "number",
            "constraints": {
                "minimum": 0
            }
        },
        {
            "name": "Height",
            "type": "number",
            "constraints": {
                "minimum": 0
            }
        },
        {
            "name": "Whole weight",
            "type": "number",
            "constraints": {
                "minimum": 0
            }
        },
        {
            "name": "Shucked weight",
            "type": "number",
            "constraints": {
                "minimum": 0
            }
        },
        {
            "name": "Viscera weight",
            "type": "number",
            "constraints": {
                "minimum": 0
            }
        },
        {
            "name": "Shell weight",
            "type": "number",
            "constraints": {
                "minimum": 0
            }
        },
        {
            "name": "Rings",
            "type": "integer",
            "constraints": {
                "required": true,
                "minimum": 1
            }
        },
        {
            "name": "Some Correlation",
            "type": "string",
            "constraints": {
                "required": true,
                "enum": [
                    "A",
                    "B",
                    "C"
                ],
                "minLength": 1,
                "maxLength": 1
            }
        },
        {
            "name": "No Correlation",
            "type": "string",
            "constraints": {
                "required": true,
                "enum": [
                    "A",
                    "B",
                    "C"
                ],
                "minLength": 1,
                "maxLength": 1
            }
        },
        {
            "name": "Is_Large",
            "type": "boolean"
        }
    ],
    "missingValues": [
        "NaN",
        "-",
        "",
        " "
    ],
    "primaryKey": "Obs"
}

Datafile Details

Data Details for data/test-crawler/test-crawler/files/abalone.csv

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Last Modified: December 02, 2024 @ 14:10

Size in Bytes: 276,443

File Path: data/test-crawler/test-crawler/files/abalone.csv

File Source: s3

Quality / Validation Overview:

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File Validation

Schema File "schemas/abalone_schema.json" assigned to "data/test-crawler/test-crawler/files/abalone.csv"

Data Validation

Schema schemas/abalone_schema.json applied to data/test-crawler/test-crawler/files/abalone.csv without error

Data Quality

data/test-crawler/test-crawler/files/abalone.csv: No Quality Issues Noted

Data Details for data/test-crawler/test-crawler/files/abalone2.csv

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Last Modified: December 02, 2024 @ 14:10

Size in Bytes: 259,397

File Path: data/test-crawler/test-crawler/files/abalone2.csv

File Source: s3

Quality / Validation Overview:

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File Validation

Schema File "schemas/abalone_schema.json" assigned to "data/test-crawler/test-crawler/files/abalone2.csv"

Data Validation

The cell "nan" in row at position "2" and field "Shell weight" at position "9" does not conform to a constraint: constraint "minimum" is "0"

The cell "None" in row at position "2" and field "No Correlation" at position "12" does not conform to a constraint: constraint "required" is "True"

The cell "I" in row at position "3" and field "No Correlation" at position "12" does not conform to a constraint: constraint "enum" is "['A', 'B', 'C']"

The cell "nan" in row at position "5" and field "Whole weight" at position "6" does not conform to a constraint: constraint "minimum" is "0"

The cell "nan" in row at position "5" and field "Shell weight" at position "9" does not conform to a constraint: constraint "minimum" is "0"

Data Quality

Column "No Correlation" is missing > 95% of values

Column "Is_Large" has only one value