Create a schema or extract one from an object.

Create a schema or extract one from an object.

Usage

schema(...)

Arguments

...

fields, field name/data type pairs (or a list of), or object from which to extract a schema

See also

Schema for detailed documentation of the Schema R6 object

Examples

# Create schema using pairs of field names and data types
schema(a = int32(), b = float64())
#> Schema
#> a: int32
#> b: double

# Create a schema using a list of pairs of field names and data types
schema(list(a = int8(), b = string()))
#> Schema
#> a: int8
#> b: string

# Create schema using fields
schema(
  field("b", double()),
  field("c", bool(), nullable = FALSE),
  field("d", string())
)
#> Schema
#> b: double
#> c: bool not null
#> d: string

# Extract schemas from objects
df <- data.frame(col1 = 2:4, col2 = c(0.1, 0.3, 0.5))
tab1 <- arrow_table(df)
schema(tab1)
#> Schema
#> col1: int32
#> col2: double
#> 
#> See $metadata for additional Schema metadata
tab2 <- arrow_table(df, schema = schema(col1 = int8(), col2 = float32()))
schema(tab2)
#> Schema
#> col1: int8
#> col2: float
#> 
#> See $metadata for additional Schema metadata