Skip to content
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
87 changes: 65 additions & 22 deletions pyiceberg/io/pyarrow.py
Original file line number Diff line number Diff line change
Expand Up @@ -1099,21 +1099,70 @@ def map_value_partner(self, partner_map: Optional[pa.Array]) -> Optional[pa.Arra
return partner_map.items if isinstance(partner_map, pa.MapArray) else None


_PRIMITIVE_TO_PHYSICAL = {
BooleanType(): "BOOLEAN",
IntegerType(): "INT32",
LongType(): "INT64",
FloatType(): "FLOAT",
DoubleType(): "DOUBLE",
DateType(): "INT32",
TimeType(): "INT64",
TimestampType(): "INT64",
TimestamptzType(): "INT64",
StringType(): "BYTE_ARRAY",
UUIDType(): "FIXED_LEN_BYTE_ARRAY",
BinaryType(): "BYTE_ARRAY",
}
_PHYSICAL_TYPES = set(_PRIMITIVE_TO_PHYSICAL.values()).union({"INT96"})
def _primitive_to_phyisical(iceberg_type: PrimitiveType) -> str:
return visit(iceberg_type, _PRIMITIVE_TO_PHYISCAL_TYPE_VISITOR)


class PrimitiveToPhysicalType(SchemaVisitorPerPrimitiveType[str]):
def schema(self, schema: Schema, struct_result: str) -> str:
raise ValueError(f"Expected primitive-type, got: {schema}")

def struct(self, struct: StructType, field_results: List[str]) -> str:
raise ValueError(f"Expected primitive-type, got: {struct}")

def field(self, field: NestedField, field_result: str) -> str:
raise ValueError(f"Expected primitive-type, got: {field}")

def list(self, list_type: ListType, element_result: str) -> str:
raise ValueError(f"Expected primitive-type, got: {list_type}")

def map(self, map_type: MapType, key_result: str, value_result: str) -> str:
raise ValueError(f"Expected primitive-type, got: {map_type}")

def visit_fixed(self, fixed_type: FixedType) -> str:
return "BYTE_ARRAY"

def visit_decimal(self, decimal_type: DecimalType) -> str:
return "FIXED_LEN_BYTE_ARRAY"

def visit_boolean(self, boolean_type: BooleanType) -> str:
return "BOOLEAN"

def visit_integer(self, integer_type: IntegerType) -> str:
return "INT32"

def visit_long(self, long_type: LongType) -> str:
return "INT64"

def visit_float(self, float_type: FloatType) -> str:
return "FLOAT"

def visit_double(self, double_type: DoubleType) -> str:
return "DOUBLE"

def visit_date(self, date_type: DateType) -> str:
return "INT32"

def visit_time(self, time_type: TimeType) -> str:
return "INT64"

def visit_timestamp(self, timestamp_type: TimestampType) -> str:
return "INT64"

def visit_timestamptz(self, timestamptz_type: TimestamptzType) -> str:
return "INT64"

def visit_string(self, string_type: StringType) -> str:
return "BYTE_ARRAY"

def visit_uuid(self, uuid_type: UUIDType) -> str:
return "FIXED_LEN_BYTE_ARRAY"

def visit_binary(self, binary_type: BinaryType) -> str:
return "BYTE_ARRAY"


_PRIMITIVE_TO_PHYISCAL_TYPE_VISITOR = PrimitiveToPhysicalType()


class StatsAggregator:
Expand All @@ -1126,13 +1175,7 @@ def __init__(self, iceberg_type: PrimitiveType, physical_type_string: str, trunc
self.current_max = None
self.trunc_length = trunc_length

if physical_type_string not in _PHYSICAL_TYPES:
raise ValueError(f"Unknown physical type {physical_type_string}")

if physical_type_string == "INT96":
raise NotImplementedError("Statistics not implemented for INT96 physical type")

expected_physical_type = _PRIMITIVE_TO_PHYSICAL[iceberg_type]
expected_physical_type = _primitive_to_phyisical(iceberg_type)
if expected_physical_type != physical_type_string:
raise ValueError(
f"Unexpected physical type {physical_type_string} for {iceberg_type}, expected {expected_physical_type}"
Expand Down