# Input Data

#### data

An array of input data. Each array entry here refers to a [Zingg Pipe](https://docs.zingg.ai/latest/connectors/pipes). If the data is self-describing, for e.g. Avro or Parquet, there is no need to define the schema. Else field definitions with names and types need to be provided.

For example, for the CSV under [examples/febrl/test.csv](https://github.com/zinggAI/zingg/blob/main/examples/febrl/test.csv)

![febrl](https://524808071-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FGh6QkdUgeylq0gyuMmBw%2Fuploads%2Fgit-blob-7453fd0787edda97c0f6f38c1f53375d928125b1%2Fimage.png?alt=media)

```python
 "data" : [ {
    "name" : "test",
    "format" : "csv",
    "props" : {
      "delimiter" : ",",
      "header" : "true",
      "path" : "examples/febrl/test.csv"
    },
    "schema" : "{
      \"type\":\"struct\",
      \"fields\":[
      {\"name\":\"id\",\"type\":\"string\",\"nullable\":true,\"metadata\":{}},
      {\"name\":\"firstName\",\"type\":\"string\",\"nullable\":true,\"metadata\":{}},
      {\"name\":\"lastName\",\"type\":\"string\",\"nullable\":true,\"metadata\":{}},
      {\"name\":\"streetnumber\",\"type\":\"string\",\"nullable\":true,\"metadata\":{}},
      {\"name\":\"street\",\"type\":\"string\",\"nullable\":true,\"metadata\":{}},
      {\"name\":\"address1\",\"type\":\"string\",\"nullable\":true,\"metadata\":{}},
      {\"name\":\"address2\",\"type\":\"string\",\"nullable\":true,\"metadata\":{}},
      {\"name\":\"areacode\",\"type\":\"string\",\"nullable\":true,\"metadata\":{}},
      {\"name\":\"stateCode\",\"type\":\"string\",\"nullable\":true,\"metadata\":{}},
      {\"name\":\"dateOfbirth\",\"type\":\"string\",\"nullable\":true,\"metadata\":{}},
      {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true,\"metadata\":{}}
      ]
      }"
  }
```

Read more about Zingg Pipes for datastore connections [here](https://docs.zingg.ai/latest/connectors/pipes).