"""Dify Builder domain models. Port of dify-enterprise/server/pkg/enterprise/biz/dify_builder/models.go. Deltas from the Go source (per the P1 port plan's Global Constraints / ADR): - ``ForwardAuth`` is dropped entirely. ``Turn`` carries an ``Actor`` (``account_id``, ``tenant_id``) instead of a forwarded console token, which is never persisted and only ever valid for a single ``Advance`` call. - Every field except ``PcState``/``EntryMode``-typed fields (``Session.entry_mode``, ``Session.current_state``, ``Checkpoint.state``) and ``Turn.actor`` gets a default matching the Go zero value (``""``, ``0``, ``False``, empty list/dict, ``datetime.min``). This mirrors how the Go test suite constructs these structs: almost every struct literal in ``*_test.go`` sets only a handful of fields and relies on Go's implicit zero-initialization for the rest (e.g. ``&Session{AppID: "app", ...}``, ``&DifyBuilderContext{}``, ``&DifyBuilderContext{FailedRunID: "TR-1"}``). The excepted fields have no meaningful "empty" value (an empty string is not a valid ``PcState``/``EntryMode`` member) and are always set explicitly in the Go suite, so they stay required here. - ``Diagnosis`` / ``Risk`` / ``MutationIntent`` / ``ChangeSet`` / ``NodeEvent`` / ``ApplyResult`` (Go: ``ports.go``) live here rather than in ``ports.py``. ``DifyBuilderContext`` embeds ``Diagnosis``/``Risk``/``ChangeSet``/ ``MutationIntent`` directly, and defining them in ``ports.py`` (which imports the rest of these models) would create a models<->ports import cycle; ``ports.py`` imports them back out of this module instead. """ from dataclasses import dataclass, field from datetime import datetime from enum import StrEnum from typing import Any from core.dify_builder.state import PcState class EntryMode(StrEnum): FIX = "fix" FIX_CHECKLIST = "fix_checklist" BUILD = "build" EDIT = "edit" @dataclass(kw_only=True) class ChecklistError: """One pre-publish checklist finding for a node. Config errors (``messages``) are fixable via ``set_node_config``; ``unconnected`` and ``plugin_missing`` are structural — surfaced to the user, not auto-fixed in v1. """ node_id: str = "" node_type: str = "" title: str = "" messages: list[str] = field(default_factory=list) unconnected: bool = False plugin_missing: bool = False @dataclass(kw_only=True) class Session: id: str = "" app_id: str = "" tenant_id: str = "" owner_account_id: str = "" entry_mode: EntryMode current_state: PcState version: int = 0 created_at: datetime = field(default_factory=lambda: datetime.min) updated_at: datetime = field(default_factory=lambda: datetime.min) # Graph, Inputs and StartSchema are opaque JSON blobs the engine passes # through; only the Dify adapter and the agent interpret them. Graph = dict[str, Any] Inputs = dict[str, Any] StartSchema = dict[str, Any] @dataclass(kw_only=True) class NodeOutput: node_id: str = "" title: str = "" status: str = "" # success | failed | skip error: str = "" inputs: Inputs = field(default_factory=dict) outputs: Inputs = field(default_factory=dict) @dataclass(kw_only=True) class Run: id: str = "" kind: str = "" # original-failed | verify dify_run_id: str = "" status: str = "" # running | succeeded | failed per_node: list[NodeOutput] = field(default_factory=list) culprit_node_id: str = "" inputs_ref: str = "" tokens: int = 0 elapsed_ms: int = 0 immutable: bool = False @dataclass(kw_only=True) class Snapshot: id: str = "" session_id: str = "" hash: str = "" graph: Graph = field(default_factory=dict) @dataclass(kw_only=True) class Checkpoint: id: str = "" session_id: str = "" state: PcState snapshot_id: str = "" @dataclass(kw_only=True) class TestInput: # Not a pytest test class; ``__test__`` (unannotated, so not a dataclass # field) tells pytest's Test*-name collector to skip it. __test__ = False id: str = "" session_id: str = "" source: str = "" # reuse | mock | upload inputs: Inputs = field(default_factory=dict) start_schema_hash: str = "" @dataclass(kw_only=True) class ConversationItem: seq: int = 0 kind: str = "" # user | decision | notice | run_context | preflight_context | assistant_turn | plan # | form | challenge | resource_select | checkpoint | change_set | test_result | error | summary # | publish | build_learning payload: dict[str, Any] = field(default_factory=dict) at_version: int = 0 @dataclass(kw_only=True) class Diagnosis: culprit_node_id: str = "" root_cause: str = "" severity: str = "" @dataclass(kw_only=True) class Risk: level: str = "" # low | high reason: str = "" has_external_side_effect: bool = False @dataclass(kw_only=True) class MutationIntent: """A single graph mutation the dify_builder applies to the draft. ``op`` selects one of five verbs (Slice 1: mutation verbs); ``args`` is the verb's untyped wire-shaped payload -- ``services.dify_builder .graph_ops`` unpacks it as keyword arguments (``apply_fn(graph, **intent.args)``), so each verb's arg-dict keys below are exactly that verb's ``apply_*`` function's parameter names. Required keys are enforced by ``graph_ops.validate_intent_args``; ``?`` marks an optional key. - ``set_node_config``: ``{node_id, path, value}`` - ``create_node``: ``{node_type, config, position?, node_id?}`` - ``delete_node``: ``{node_id}`` - ``connect``: ``{from_node, to_node, source_handle?, target_handle?}`` - ``insert_between``: ``{edge, node_type, config, position?, node_id?}`` """ op: str = "" args: dict[str, Any] = field(default_factory=dict) @dataclass(kw_only=True) class ChangeSet: changed_nodes: list[str] = field(default_factory=list) diff: str = "" @dataclass(kw_only=True) class NodeEvent: """A per-node progress event emitted while a draft run streams.""" node_id: str = "" title: str = "" status: str = "" error: str = "" @dataclass(kw_only=True) class ApplyResult: """Reports what a repair changed and the draft's new hash.""" changed_nodes: list[str] = field(default_factory=list) new_hash: str = "" changes: list[str] = field(default_factory=list) scope: str = "" structure_fingerprint: str = "" @dataclass(kw_only=True) class DifyBuilderContext: """Per-session working state persisted as the commit context. One context type for all entry modes (Fix, checklist, Build, Edit). Fix-specific and Build-specific fields coexist; each scenario touches only its own, all default-valued (serialized as a JSON blob -- no migration on rename or on adding fields). """ # -- Fix / checklist fields -- failed_run_id: str = "" diagnosis: Diagnosis | None = None staged_repair: list[MutationIntent] = field(default_factory=list) risk: Risk | None = None change_set: ChangeSet | None = None checkpoint_id: str = "" verify_run_id: str = "" test_input_ref: str = "" last_snapshot_hash: str = "" next_seq: int = 0 # source distinguishes diagnosis origin: "" (run, default) | "checklist". source: str = "" checklist_errors: list[ChecklistError] = field(default_factory=list) # -- Build fields (Slice 2, additive) -- goal_text: str = "" requirements: dict[str, Any] = field(default_factory=dict) plan_items: list[str] = field(default_factory=list) plan_version_tag: str = "" resource_selection: dict[str, Any] = field(default_factory=dict) built_node_ids: list[str] = field(default_factory=list) form_fields: list[dict] = field(default_factory=list) # -- Edit fields (Slice 3, additive) -- edit_rules: dict[str, Any] = field(default_factory=dict) edit_target_node_ids: list[str] = field(default_factory=list) # -- Lifecycle fields (Slice 4, additive) -- paused: bool = False checkpoint_seq: int = 0 # -- Recovery fields (C-1, additive) -- last_structure_fingerprint: str = "" recovery_class: str = "" # -- Governance fields (C-2, additive) -- skill_learning_policy: str = "ask" # -- Agent model selection (Foundation slice, additive) -- # The user's per-session model choice, in Dify's model-selector shape # {provider, name, mode, completion_params}. Empty == use the tenant default LLM. # Kept a plain dict so core imports no services/model-runtime type. model_config: dict[str, Any] = field(default_factory=dict) @dataclass(kw_only=True) class Action: """A user-driven event entering the machine.""" # request_fix | approve_repair | reject_repair | run_verify | provide_testdata | # publish | keep_draft | undo | re_fix | message kind: str = "" payload: dict[str, Any] = field(default_factory=dict) base_version: int = 0 @dataclass(kw_only=True) class Actor: """The acting console identity for one Advance call. Never persisted.""" account_id: str tenant_id: str @dataclass(kw_only=True) class Turn: """Per-request data carried through one Advance. Replaces Go's ``Turn.Auth ForwardAuth`` — there is no forwarded console token in this port; ``actor`` identifies who is driving this turn. """ action: Action | None = None actor: Actor