Data operators

The Data family contains 3 operators. Pure-function data shaping: parse, transform, list ops.

Implementation status

The data family handler is in flight — some operators may run as pass-throughs and emit an operator-not-implemented warning until their handler lands. See The operator contract.

Operators in this family

• data.list
• data.object
• data.parse

data.list

Operation-rich list manipulation: map, filter, sort, chunk, flatten, dedupe, aggregate, split.

Version 1.0.0 · Semantics passthrough · Idempotent

Config

Field	Type	Required	Default	Description
chunk_size	integer	no	—
expression	string	no	—	CEL expression for map/filter/sort.
operation	”map” | “filter” | “sort” | “chunk” | “flatten” | “dedupe” | “aggregate” | “split”	yes	—
sort_direction	”asc” | “desc”	no	"asc"

Input ports

Port	Type	Required	Description
input	array	yes	Input

Output ports

Port	Type	Required	Description
output	array	no	Output

data.object

Operation-rich object manipulation: assign, select, rename, merge.

Version 1.0.0 · Semantics passthrough · Idempotent

Config

Field	Type	Required	Default	Description
expression	string	no	—	CEL expression or field mapping.
fields	string[]	no	—	Field names for select/rename.
operation	”assign” | “select” | “rename” | “merge”	yes	—

Input ports

Port	Type	Required	Description
input	any	yes	Input

Output ports

Port	Type	Required	Description
output	any	no	Output

data.parse

Converts between formats: JSON, CSV, markdown table, URL-encoded, plain text.

Version 1.0.0 · Semantics passthrough · Idempotent

Config

Field	Type	Required	Default	Description
operation	”parse_json” | “stringify_json” | “parse_csv” | “parse_markdown_table” | “parse_urlencoded” | “stringify_text”	yes	—
options	object	no	—	Format-specific options (delimiter, headers, etc.).

Input ports

Port	Type	Required	Description
input	any	yes	Input

Output ports

Port	Type	Required	Description
output	any	no	Output

Source schemas

Every operator above is rendered from its JSON schema in /opt/glyph/schemas/operators/:

• schemas/operators/data.list.json
• schemas/operators/data.object.json
• schemas/operators/data.parse.json