In anonymous mode (-anonymous), jsonpaths now uses the deterministic
pipeline (RawPaths → Coalesce → Generate) instead of the legacy
analyzer. Interactive mode still uses the old analyzer with resolver.
jsonsample emits the same flat path format as jsonrawpaths but with
actual JSON values at leaf nodes and compact JSON samples at type intro
lines (e.g., {Root:{"name":"pikachu","id":25,...}}). Output is auto-
coalesced: types deduplicated by key set, one sample per primitive type.
Updated coalescer to handle TypeName:Sample format in type intros,
using first { instead of last { for parsing (handles nested JSON braces).
Sample output is valid input for jsoncoalesce (idempotent round-trip).
Coalesce merges streamer output by deduplicating types with identical
key sets, collapsing {null} into nullable annotations ({string?}),
cleaning up type names (removing unnecessary numbers, deriving names
from keys when many types share a shape), and eliding duplicate type
definitions. Preserves {undefined} distinct from {null} per the
three-stage pipeline design.
Pokemon fixture: 241 raw lines → 140 coalesced lines.
Add RawPathsConfig with SampleLen to show truncated sample values
instead of type names at leaf nodes (e.g., {"Alice Anglerso..."} instead
of {string}). Add absentValue sentinel to distinguish fields absent
from a struct instance ({undefined}) vs explicitly null ({null}).
RawPaths walks JSON depth-first and emits flat paths with monotonically
numbered type names (Root0, People2, etc.). Each type intro immediately
precedes its fields, making the output streamable and order-stable.
Also improves map detection heuristics:
- All-numeric keys are always maps (even with 1-2 keys)
- Keys containing digits detected as IDs (e.g., emp_101)
- New isKnownFieldName with broad list of common field names
(timestamps, flags, relations, etc.) as strong struct signal
Separate library from CLI concerns:
- Add Resolver callback type with Decision/Response structs for all
interactive decisions (map/struct, type name, tuple/list, shape
unification, shape naming, name collision)
- Move terminal I/O (Prompter) from library to cmd/jsonpaths
- Add public API: New(), ParseFormat(), Generate(), AutoGenerate()
- Add Format type with aliases (ts, py, json-paths, etc.)
- Fix godoc comments to match exported function names
- Update tests to use scriptedResolver instead of Prompter internals
- Update doc.go and README with current API
Add tools/jsontypes library and tools/jsontypes/cmd/jsonpaths CLI.
Given a JSON sample (file, URL, or stdin), walks the structure,
detects maps vs structs, infers optional fields from multiple
instances, and produces typed definitions.
Output formats (--format):
- json-paths: flat type path notation (default)
- go: struct definitions with json tags and union support
- typescript: interfaces with optional/nullable fields
- jsdoc: @typedef annotations
- zod: validation schemas with type inference
- python: TypedDict classes
- sql: CREATE TABLE with FK relationships
- json-schema: draft 2020-12
- json-typedef: RFC 8927
Features:
- Interactive prompts for ambiguous structure (map vs struct, same
vs different types), with --anonymous mode for non-interactive use
- Answer replay: saves prompt answers to .answers files for iterative
refinement
- URL fetching with local caching and sensitive param stripping
- Curl-like auth: -H, --bearer, --user, --cookie, --cookie-jar
- Discriminated union support with sealed interfaces, unique-field
probing, and CHANGE ME comments for type/kind discriminators
- Extensive round-trip compilation tests for generated Go code