diff --git a/README.md b/README.md index b9e13fa..db3076e 100644 --- a/README.md +++ b/README.md @@ -291,9 +291,11 @@ uv run tangle sdk pipeline-runs annotations set RUN_ID key value uv run tangle sdk pipeline-runs export RUN_ID --output pipeline.yaml ``` +`pipelines validate` checks local graph shape, the packaged Tangle pipeline JSON schema, and component input wiring when component specs are present. It does not hydrate refs; validate a hydrated file when you need fully resolved component-input checks for remote refs. + `submit` hydrates refs by default and builds an API submit payload with `root_task.componentRef.spec`. Use `--no-hydrate` to submit the local YAML structure as-is. Use `--dry-run` to print the payload without creating a run. -Before creating a run—or printing a `--dry-run` payload—`submit` runs the same authoring validation as `tangle sdk pipelines validate` on the hydrated/resolved pipeline spec (or on the as-is spec when `--no-hydrate` is used). Invalid specs fail locally with `Pipeline validation failed` errors before the run-submission API call. For example, the pipeline root must be a graph (`implementation.graph`), so a bare `implementation.container` root is rejected before the run is submitted. +Before creating a run—or printing a `--dry-run` payload—`submit` runs the same authoring validation as `tangle sdk pipelines validate` on the hydrated/resolved pipeline spec (or on the as-is spec when `--no-hydrate` is used). Invalid specs fail locally with `Pipeline validation failed` errors before the run-submission API call. For example, the pipeline root must be a graph (`implementation.graph`), so a bare `implementation.container` root is rejected before the run is submitted; missing required component inputs and invalid task output references are rejected when component specs are available. ## Programmatic client diff --git a/packages/tangle-cli/src/tangle_cli/__init__.py b/packages/tangle-cli/src/tangle_cli/__init__.py index f358b2f..ec378a0 100644 --- a/packages/tangle-cli/src/tangle_cli/__init__.py +++ b/packages/tangle-cli/src/tangle_cli/__init__.py @@ -14,6 +14,6 @@ try: __version__ = metadata_version("tangle-cli") except PackageNotFoundError: - __version__ = "0.1.3" + __version__ = "0.1.4" __all__ = ["TangleDynamicDiscoveryClient", "__version__"] diff --git a/packages/tangle-cli/src/tangle_cli/pipeline_run_manager.py b/packages/tangle-cli/src/tangle_cli/pipeline_run_manager.py index 191a53f..4183687 100644 --- a/packages/tangle-cli/src/tangle_cli/pipeline_run_manager.py +++ b/packages/tangle-cli/src/tangle_cli/pipeline_run_manager.py @@ -954,13 +954,14 @@ def prepare_submit_payload_from_spec( ) prepared_run_args = self.hooks.prepare_run_arguments(prepared_spec, run_args) prepared_spec = self.apply_run_name_template(prepared_spec, prepared_run_args) - validation_errors = self.hooks.validate_pipeline_for_run( - prepared_spec, - pipeline_path=pipeline_path, - effective_path=None, - skip_validation=skip_validation, - ) - self._raise_pipeline_validation_error(validation_errors) + if not skip_validation: + validation_errors = self.hooks.validate_pipeline_for_run( + prepared_spec, + pipeline_path=pipeline_path, + effective_path=None, + skip_validation=False, + ) + self._raise_pipeline_validation_error(validation_errors) payload = self.convert_yaml_to_payload(copy.deepcopy(prepared_spec), prepared_run_args) payload = self.sanitize_submit_payload(payload) root_task = payload["root_task"] diff --git a/packages/tangle-cli/src/tangle_cli/pipeline_runner.py b/packages/tangle-cli/src/tangle_cli/pipeline_runner.py index 087b3fb..6e7926d 100644 --- a/packages/tangle-cli/src/tangle_cli/pipeline_runner.py +++ b/packages/tangle-cli/src/tangle_cli/pipeline_runner.py @@ -529,7 +529,7 @@ def body_factory( pipeline_path=pipeline_path, run_as=run_as, hydrate=False, - skip_validation=skip_validation, + skip_validation=True, ) submit_payloads[attempt] = submit_payload return submit_payload.to_body() diff --git a/packages/tangle-cli/src/tangle_cli/pipeline_spec_utils.py b/packages/tangle-cli/src/tangle_cli/pipeline_spec_utils.py new file mode 100644 index 0000000..ececd3b --- /dev/null +++ b/packages/tangle-cli/src/tangle_cli/pipeline_spec_utils.py @@ -0,0 +1,21 @@ +"""Shared helpers for traversing Tangle pipeline spec dictionaries.""" + +from __future__ import annotations + +from typing import Any, Mapping + + +def _extract_task_output_refs(value: Any) -> set[str]: + """Return task ids referenced by nested taskOutput argument values.""" + + refs: set[str] = set() + if isinstance(value, Mapping): + task_output = value.get("taskOutput") + if isinstance(task_output, Mapping) and isinstance(task_output.get("taskId"), str): + refs.add(task_output["taskId"]) + for nested in value.values(): + refs.update(_extract_task_output_refs(nested)) + elif isinstance(value, list): + for item in value: + refs.update(_extract_task_output_refs(item)) + return refs diff --git a/packages/tangle-cli/src/tangle_cli/pipeline_validation.py b/packages/tangle-cli/src/tangle_cli/pipeline_validation.py new file mode 100644 index 0000000..79e0a3b --- /dev/null +++ b/packages/tangle-cli/src/tangle_cli/pipeline_validation.py @@ -0,0 +1,593 @@ +"""Pipeline authoring validation for Tangle pipeline specs. + +Validation covers: +- root and graph shape checks used by local authoring commands; +- the vendored Tangle JSON schema; +- component input wiring when component specs are available. +""" + +from __future__ import annotations + +import json +from functools import lru_cache +from importlib import resources +from typing import Any, Iterable, Mapping + +import yaml + +from .pipeline_spec_utils import _extract_task_output_refs + +PIPELINE_GRAPH_PATH = "implementation.graph" +TASKS_PATH = f"{PIPELINE_GRAPH_PATH}.tasks" + +__all__ = [ + "PipelineValidationError", + "collect_pipeline_spec_errors", + "load_pipeline_schema", + "validate_component_inputs", + "validate_pipeline_schema", + "validate_pipeline_spec", +] + + +class PipelineValidationError(ValueError): + """Raised when a local pipeline spec cannot be parsed or validated.""" + + +def collect_pipeline_spec_errors(pipeline: Mapping[str, Any]) -> list[str]: + """Return all OSS-compatible local pipeline authoring errors. + + Runs graph-shape checks, the packaged Tangle pipeline JSON schema, and + component input wiring validation. The returned strings are suitable for + CLI display; no exception is raised by this collector. + """ + + errors: list[str] = [] + _validate_root_pipeline(pipeline, errors) + errors.extend(validate_pipeline_schema(pipeline)) + errors.extend(validate_component_inputs(pipeline)) + return errors + + +def validate_pipeline_spec(pipeline: Mapping[str, Any]) -> None: + """Raise PipelineValidationError when a pipeline spec has local errors.""" + + errors = collect_pipeline_spec_errors(pipeline) + if errors: + details = "\n".join(f"- {error}" for error in errors) + raise PipelineValidationError(f"Pipeline validation failed:\n{details}") + + +@lru_cache(maxsize=1) +def load_pipeline_schema() -> dict[str, Any]: + """Load and cache the packaged Tangle pipeline JSON schema object.""" + + schema_text = resources.files("tangle_cli.schemas").joinpath("pipeline_schema.json").read_text() + schema = json.loads(schema_text) + if not isinstance(schema, dict): + raise PipelineValidationError("Vendored pipeline schema must be a JSON object") + return schema + + +def _find_deepest_type_error(error: Any) -> Any | None: + """Return the deepest nested jsonschema type error, if one exists.""" + best_error: Any | None = None + best_depth = -1 + + def search(err: Any, depth: int = 0) -> None: + """Walk nested schema errors and update the deepest type-error match.""" + nonlocal best_error, best_depth + if err.validator == "type" and depth > best_depth: + best_error = err + best_depth = depth + for suberror in err.context or []: + search(suberror, depth + 1) + + search(error) + return best_error + + +def _truncate(value: str, max_len: int = 50) -> str: + """Return value shortened to max_len characters, using an ellipsis.""" + return value[:max_len] + "..." if len(value) > max_len else value + + +def _format_type_error(path: str, actual_type: str, expected_type: str, instance: Any) -> str: + """Return a readable type-mismatch message for a schema path.""" + actual_value = _truncate(repr(instance)) + return f"'{path}' must be {expected_type}, got {actual_type} ({actual_value})" + + +def _format_schema_error(error: Any, *, verbose: bool = False) -> str: + """Return a CLI-friendly message for one jsonschema validation error.""" + path = ".".join(str(p) for p in error.absolute_path) if error.absolute_path else "root" + + if error.validator == "type": + actual_type = type(error.instance).__name__ + if actual_type == "list" and error.validator_value == "object": + return f"'{path}' must be an object (dict), not a list. Remove the '-' prefix before keys." + return _format_type_error(path, actual_type, str(error.validator_value), error.instance) + + if error.validator == "required": + return f"'{path}' is missing required field(s): {error.validator_value}" + + if error.validator == "anyOf": + deepest = _find_deepest_type_error(error) + if deepest: + nested_path = ".".join(str(p) for p in deepest.absolute_path) + return _format_type_error( + nested_path, + type(deepest.instance).__name__, + str(deepest.validator_value), + deepest.instance, + ) + actual_value = _truncate(repr(error.instance)) + return f"'{path}' doesn't match any valid format (got {type(error.instance).__name__}: {actual_value})" + + msg = error.message if verbose or len(error.message) <= 200 else error.message[:200] + "..." + return f"'{path}': {msg}" + + +def _should_ignore_schema_error(error: Any) -> bool: + """Return True for schema constraints intentionally skipped in OSS CLI.""" + + # The upstream generated schema currently narrows graph task argument values + # to strings or reference objects, but OSS submit payloads support arbitrary + # JSON/YAML literal values. Keep structural schema checks while preserving + # that existing authoring behavior. + return "arguments" in error.absolute_path + + +def validate_pipeline_schema( + pipeline_spec: Mapping[str, Any], + *, + verbose: bool = False, +) -> list[str]: + """Return JSON-schema validation errors for a pipeline spec. + + Schema errors under graph task ``arguments`` are ignored so existing OSS + authoring can keep arbitrary literal JSON/YAML values. + """ + + import jsonschema + + validator = jsonschema.Draft7Validator(load_pipeline_schema()) + return [ + _format_schema_error(error, verbose=verbose) + for error in validator.iter_errors(pipeline_spec) + if not _should_ignore_schema_error(error) + ] + + +def _get_component_spec(task: Mapping[str, Any]) -> Mapping[str, Any] | None: + """Return a task's embedded component spec, or None when unavailable. + + The spec may be supplied directly as ``componentRef.spec`` or as YAML text + in ``componentRef.text``. Invalid YAML text is treated as unavailable. + """ + + component_ref = task.get("componentRef", {}) + if not isinstance(component_ref, Mapping): + return None + + nested_spec = component_ref.get("spec") + if isinstance(nested_spec, Mapping): + return nested_spec + + text = component_ref.get("text") + if isinstance(text, str): + try: + loaded = yaml.safe_load(text) + except yaml.YAMLError: + return None + if isinstance(loaded, Mapping): + return loaded + + return None + + +def _is_input_required(input_spec: Mapping[str, Any]) -> bool: + """Return True when a component input is non-optional and lacks a default.""" + + is_optional = input_spec.get("optional", False) + has_default = "default" in input_spec + return not is_optional and not has_default + + +def _get_task_outputs(task_spec: Mapping[str, Any]) -> set[str] | None: + """Return declared task outputs, or None when the component spec is unknown.""" + + component_spec = _get_component_spec(task_spec) + if not component_spec: + return None + + outputs = component_spec.get("outputs", []) + if not isinstance(outputs, list): + return set() + return {str(out.get("name")) for out in outputs if isinstance(out, Mapping) and out.get("name")} + + +def _validate_graph_input_ref( + arg_value: Any, + graph_inputs: set[str], + full_task_name: str, + input_name: str, +) -> str | None: + """Return an error if arg_value references a missing graph input. + + Non-``graphInput`` values and malformed references return None so other + validators can handle their own structural checks. + """ + + if not isinstance(arg_value, Mapping) or "graphInput" not in arg_value: + return None + graph_input = arg_value.get("graphInput") + if not isinstance(graph_input, Mapping): + return None + + ref_input_name = graph_input.get("inputName") + if ref_input_name and ref_input_name not in graph_inputs: + return ( + f"Task '{full_task_name}': input '{input_name}' references " + f"non-existent graph input '{ref_input_name}'" + ) + return None + + +def _validate_task_output_ref( + arg_value: Any, + tasks: Mapping[str, Any], + task_outputs: Mapping[str, set[str] | None], + full_task_name: str, + input_name: str, +) -> str | None: + """Return an error if arg_value references a missing task or output. + + Non-``taskOutput`` values and malformed references return None so schema + and graph-shape validation remain responsible for structural errors. Output + names are checked only when the referenced task's component spec is known. + """ + + if not isinstance(arg_value, Mapping) or "taskOutput" not in arg_value: + return None + task_output_ref = arg_value.get("taskOutput") + if not isinstance(task_output_ref, Mapping): + return None + + ref_task_id = task_output_ref.get("taskId") + ref_output_name = task_output_ref.get("outputName") + + if ref_task_id and ref_task_id not in tasks: + return ( + f"Task '{full_task_name}': input '{input_name}' references " + f"non-existent task '{ref_task_id}'" + ) + + if ref_task_id and ref_output_name: + available_outputs = task_outputs.get(str(ref_task_id)) + if available_outputs is not None and ref_output_name not in available_outputs: + return ( + f"Task '{full_task_name}': input '{input_name}' references " + f"non-existent output '{ref_output_name}' on task '{ref_task_id}'" + ) + return None + + +def _validate_task_inputs( + task_name: str, + task_spec: Mapping[str, Any], + tasks: Mapping[str, Any], + task_outputs: Mapping[str, set[str] | None], + graph_inputs: set[str], + path_prefix: str, +) -> list[str]: + """Return component-input wiring errors for one task. + + Required component inputs must be present in task arguments. When declared + inputs are explicitly supplied, graph/task output references are checked + regardless of whether the input is required. Nested graph component specs + are validated recursively. + """ + + errors: list[str] = [] + full_task_name = f"{path_prefix}{task_name}" if path_prefix else task_name + component_spec = _get_component_spec(task_spec) + if not component_spec: + return errors + + component_inputs = component_spec.get("inputs", []) + if not isinstance(component_inputs, list): + component_inputs = [] + task_arguments = task_spec.get("arguments", {}) or {} + if not isinstance(task_arguments, Mapping): + task_arguments = {} + + for input_spec in component_inputs: + if not isinstance(input_spec, Mapping): + continue + input_name = input_spec.get("name") + if not input_name: + continue + input_name = str(input_name) + + if input_name not in task_arguments: + if _is_input_required(input_spec): + errors.append( + f"Task '{full_task_name}': required input '{input_name}' " + "has no value or connection" + ) + continue + + arg_value = task_arguments[input_name] + error = _validate_graph_input_ref(arg_value, graph_inputs, full_task_name, input_name) + if error: + errors.append(error) + + error = _validate_task_output_ref(arg_value, tasks, task_outputs, full_task_name, input_name) + if error: + errors.append(error) + + implementation = component_spec.get("implementation", {}) + nested_graph = implementation.get("graph") if isinstance(implementation, Mapping) else None + if isinstance(nested_graph, Mapping): + subgraph_inputs = { + str(inp.get("name")) + for inp in component_inputs + if isinstance(inp, Mapping) and inp.get("name") + } + errors.extend(_validate_graph_inputs(nested_graph, subgraph_inputs, f"{full_task_name} > ")) + + return errors + + +def _validate_graph_inputs( + graph_spec: Mapping[str, Any], + graph_inputs: set[str], + path_prefix: str = "", +) -> list[str]: + """Return component-input wiring errors for every task in a graph.""" + + tasks = graph_spec.get("tasks", {}) + if not isinstance(tasks, Mapping) or not tasks: + return [] + + task_outputs = { + str(name): _get_task_outputs(spec) + for name, spec in tasks.items() + if isinstance(spec, Mapping) + } + + errors: list[str] = [] + for task_name, task_spec in tasks.items(): + if isinstance(task_name, str) and isinstance(task_spec, Mapping): + errors.extend( + _validate_task_inputs( + task_name, + task_spec, + tasks, + task_outputs, + graph_inputs, + path_prefix, + ) + ) + + return errors + + +def validate_component_inputs(pipeline_spec: Mapping[str, Any]) -> list[str]: + """Return required-input and reference-wiring errors for a pipeline. + + Validation uses embedded component specs when present. If the pipeline has + no object-shaped implementation graph, this component-input pass returns no + errors and leaves graph-shape reporting to the root validator. + """ + + implementation = pipeline_spec.get("implementation", {}) + graph = implementation.get("graph") if isinstance(implementation, Mapping) else None + if not isinstance(graph, Mapping): + return [] + + pipeline_inputs: set[str] = { + str(inp.get("name")) + for inp in pipeline_spec.get("inputs", []) + if isinstance(inp, Mapping) and inp.get("name") + } + + return _validate_graph_inputs(graph, pipeline_inputs) + + +def _validate_root_pipeline(pipeline: Mapping[str, Any], errors: list[str]) -> None: + """Append root pipeline shape errors to the passed errors list. + + Requires a non-empty ``name`` and object-shaped ``implementation.graph``; + when those are present, delegates recursive graph validation. + """ + + name = pipeline.get("name") + if not isinstance(name, str) or not name.strip(): + errors.append("name must be a non-empty string") + + implementation = pipeline.get("implementation") + if not isinstance(implementation, Mapping): + errors.append("implementation must be an object") + return + + graph = implementation.get("graph") + if not isinstance(graph, Mapping): + errors.append(f"{PIPELINE_GRAPH_PATH} must be an object") + return + + _validate_graph_spec(pipeline, "pipeline", errors, require_tasks=True) + + +def _validate_graph_spec( + spec: Mapping[str, Any], + path: str, + errors: list[str], + *, + require_tasks: bool, +) -> None: + """Append graph-shape and dependency errors for spec to errors. + + ``path`` prefixes human-readable messages. When ``require_tasks`` is False, + nested component specs without graph tasks are accepted. + """ + + implementation = spec.get("implementation") + if not isinstance(implementation, Mapping): + if require_tasks: + errors.append(f"{path}.implementation must be an object") + return + + graph = implementation.get("graph") + if not isinstance(graph, Mapping): + if require_tasks: + errors.append(f"{path}.{PIPELINE_GRAPH_PATH} must be an object") + return + + tasks = graph.get("tasks") + if tasks is None and not require_tasks: + return + if not isinstance(tasks, Mapping): + errors.append(f"{path}.{TASKS_PATH} must be an object") + return + + task_names: set[str] = set() + for name in tasks.keys(): + if not isinstance(name, str): + errors.append(f"{path}.{TASKS_PATH} task ids must be strings") + continue + task_names.add(name) + edges: set[tuple[str, str]] = set() + + for task_name, raw_task in tasks.items(): + task_path = f"{path}.{TASKS_PATH}.{task_name}" + if not isinstance(task_name, str): + continue + if not isinstance(raw_task, Mapping): + errors.append(f"{task_path} must be an object") + continue + + component_ref = raw_task.get("componentRef") + if not isinstance(component_ref, Mapping): + errors.append(f"{task_path}.componentRef must be an object") + else: + _validate_component_ref(component_ref, f"{task_path}.componentRef", errors) + + dependencies = raw_task.get("dependencies", []) + if dependencies is None: + dependencies = [] + if not isinstance(dependencies, list): + errors.append(f"{task_path}.dependencies must be a list of task ids") + else: + for dep in dependencies: + if not isinstance(dep, str): + errors.append(f"{task_path}.dependencies entries must be strings") + continue + if dep not in task_names: + errors.append(f"{task_path}.dependencies references unknown task {dep!r}") + else: + edges.add((dep, str(task_name))) + + arguments = raw_task.get("arguments", {}) + if arguments is not None and not isinstance(arguments, Mapping): + errors.append(f"{task_path}.arguments must be an object") + else: + for referenced_task in _extract_task_output_refs(arguments or {}): + if referenced_task not in task_names: + errors.append( + f"{task_path}.arguments references unknown task {referenced_task!r}" + ) + else: + edges.add((referenced_task, str(task_name))) + + if isinstance(component_ref, Mapping): + nested_spec = component_ref.get("spec") + if isinstance(nested_spec, Mapping): + _validate_graph_spec( + nested_spec, + f"{task_path}.componentRef.spec", + errors, + require_tasks=False, + ) + + output_values = graph.get("outputValues", {}) + if output_values is not None and not isinstance(output_values, Mapping): + errors.append(f"{path}.{PIPELINE_GRAPH_PATH}.outputValues must be an object") + else: + for referenced_task in _extract_task_output_refs(output_values or {}): + if referenced_task not in task_names: + errors.append( + f"{path}.{PIPELINE_GRAPH_PATH}.outputValues references unknown task " + f"{referenced_task!r}" + ) + + cycle = _find_cycle(task_names, edges) + if cycle: + errors.append(f"{path}.{TASKS_PATH} contains a dependency cycle: {' -> '.join(cycle)}") + + +def _validate_component_ref(ref: Mapping[str, Any], path: str, errors: list[str]) -> None: + """Append errors for malformed componentRef selector fields. + + A component reference must provide at least one selector or embedded spec; + embedded ``spec`` must be object-shaped when present. + """ + + has_selector = any(ref.get(key) for key in ("name", "digest", "tag", "url", "text")) + nested_spec = ref.get("spec") + if nested_spec is not None and not isinstance(nested_spec, Mapping): + errors.append(f"{path}.spec must be an object when provided") + if isinstance(nested_spec, Mapping): + has_selector = True + if not has_selector: + errors.append( + f"{path} must include at least one of name, digest, tag, url, text, or spec" + ) + + + +def _find_cycle(nodes: Iterable[str], edges: Iterable[tuple[str, str]]) -> list[str]: + """Return one dependency cycle path from nodes and directed edges. + + The returned list repeats the first cycle node at the end, or is empty when + the graph is acyclic. + """ + + adjacency: dict[str, list[str]] = {node: [] for node in nodes} + for source, target in edges: + adjacency.setdefault(source, []).append(target) + + visiting: set[str] = set() + visited: set[str] = set() + stack: list[str] = [] + + def visit(node: str) -> list[str] | None: + """Depth-first search from node, returning a cycle path when found.""" + + if node in visited: + return None + if node in visiting: + try: + start = stack.index(node) + except ValueError: + return [node, node] + return stack[start:] + [node] + + visiting.add(node) + stack.append(node) + for neighbor in sorted(adjacency.get(node, [])): + cycle = visit(neighbor) + if cycle: + return cycle + stack.pop() + visiting.remove(node) + visited.add(node) + return None + + for node in sorted(adjacency): + cycle = visit(node) + if cycle: + return cycle + return [] + diff --git a/packages/tangle-cli/src/tangle_cli/pipelines.py b/packages/tangle-cli/src/tangle_cli/pipelines.py index 525f24e..ef04557 100644 --- a/packages/tangle-cli/src/tangle_cli/pipelines.py +++ b/packages/tangle-cli/src/tangle_cli/pipelines.py @@ -1,7 +1,9 @@ """Local helpers for working with Tangle pipeline component specs. -This module intentionally stays API-free: it validates, diagrams, and lays out -pipeline YAML files that are already present on disk. +This module intentionally stays API-free: it loads, hydrates, diagrams, and lays +out pipeline YAML files that are already present on disk. Pipeline validation +lives in :mod:`tangle_cli.pipeline_validation` and is re-exported here for +backward compatibility. """ from __future__ import annotations @@ -15,15 +17,35 @@ import yaml +from .pipeline_spec_utils import _extract_task_output_refs +from .pipeline_validation import ( + PipelineValidationError, + collect_pipeline_spec_errors, + load_pipeline_schema, + validate_component_inputs, + validate_pipeline_schema, + validate_pipeline_spec, +) from .utils import dump_yaml -PIPELINE_GRAPH_PATH = "implementation.graph" -TASKS_PATH = f"{PIPELINE_GRAPH_PATH}.tasks" POSITION_ANNOTATION = "editor.position" - -class PipelineValidationError(ValueError): - """Raised when a local pipeline spec cannot be parsed or validated.""" +__all__ = [ + "HydrateResult", + "LayoutResult", + "PipelineValidationError", + "collect_pipeline_spec_errors", + "generate_mermaid", + "hydrate_pipeline_file", + "layout_pipeline_file", + "layout_pipeline_spec", + "load_pipeline_file", + "load_pipeline_schema", + "validate_component_inputs", + "validate_pipeline_file", + "validate_pipeline_schema", + "validate_pipeline_spec", +] @dataclass(frozen=True) @@ -89,211 +111,6 @@ def validate_pipeline_file(path: str | Path) -> dict[str, Any]: return pipeline -def collect_pipeline_spec_errors(pipeline: Mapping[str, Any]) -> list[str]: - """Return OSS-compatible local pipeline shape validation errors. - - This is a pragmatic validator for local authoring workflows. It focuses on - the graph structure that the CLI commands consume rather than provider-specific - deployment extensions or remote API fields. - """ - - errors: list[str] = [] - _validate_root_pipeline(pipeline, errors) - return errors - - -def validate_pipeline_spec(pipeline: Mapping[str, Any]) -> None: - """Validate the OSS-compatible local pipeline shape.""" - - errors = collect_pipeline_spec_errors(pipeline) - if errors: - details = "\n".join(f"- {error}" for error in errors) - raise PipelineValidationError(f"Pipeline validation failed:\n{details}") - - -def _validate_root_pipeline(pipeline: Mapping[str, Any], errors: list[str]) -> None: - name = pipeline.get("name") - if not isinstance(name, str) or not name.strip(): - errors.append("name must be a non-empty string") - - implementation = pipeline.get("implementation") - if not isinstance(implementation, Mapping): - errors.append("implementation must be an object") - return - - graph = implementation.get("graph") - if not isinstance(graph, Mapping): - errors.append(f"{PIPELINE_GRAPH_PATH} must be an object") - return - - _validate_graph_spec(pipeline, "pipeline", errors, require_tasks=True) - - -def _validate_graph_spec( - spec: Mapping[str, Any], - path: str, - errors: list[str], - *, - require_tasks: bool, -) -> None: - implementation = spec.get("implementation") - if not isinstance(implementation, Mapping): - if require_tasks: - errors.append(f"{path}.implementation must be an object") - return - - graph = implementation.get("graph") - if not isinstance(graph, Mapping): - if require_tasks: - errors.append(f"{path}.{PIPELINE_GRAPH_PATH} must be an object") - return - - tasks = graph.get("tasks") - if tasks is None and not require_tasks: - return - if not isinstance(tasks, Mapping): - errors.append(f"{path}.{TASKS_PATH} must be an object") - return - - task_names: set[str] = set() - for name in tasks.keys(): - if not isinstance(name, str): - errors.append(f"{path}.{TASKS_PATH} task ids must be strings") - continue - task_names.add(name) - edges: set[tuple[str, str]] = set() - - for task_name, raw_task in tasks.items(): - task_path = f"{path}.{TASKS_PATH}.{task_name}" - if not isinstance(task_name, str): - continue - if not isinstance(raw_task, Mapping): - errors.append(f"{task_path} must be an object") - continue - - component_ref = raw_task.get("componentRef") - if not isinstance(component_ref, Mapping): - errors.append(f"{task_path}.componentRef must be an object") - else: - _validate_component_ref(component_ref, f"{task_path}.componentRef", errors) - - dependencies = raw_task.get("dependencies", []) - if dependencies is None: - dependencies = [] - if not isinstance(dependencies, list): - errors.append(f"{task_path}.dependencies must be a list of task ids") - else: - for dep in dependencies: - if not isinstance(dep, str): - errors.append(f"{task_path}.dependencies entries must be strings") - continue - if dep not in task_names: - errors.append(f"{task_path}.dependencies references unknown task {dep!r}") - else: - edges.add((dep, str(task_name))) - - arguments = raw_task.get("arguments", {}) - if arguments is not None and not isinstance(arguments, Mapping): - errors.append(f"{task_path}.arguments must be an object") - else: - for referenced_task in _extract_task_output_refs(arguments or {}): - if referenced_task not in task_names: - errors.append( - f"{task_path}.arguments references unknown task {referenced_task!r}" - ) - else: - edges.add((referenced_task, str(task_name))) - - if isinstance(component_ref, Mapping): - nested_spec = component_ref.get("spec") - if isinstance(nested_spec, Mapping): - _validate_graph_spec( - nested_spec, - f"{task_path}.componentRef.spec", - errors, - require_tasks=False, - ) - - output_values = graph.get("outputValues", {}) - if output_values is not None and not isinstance(output_values, Mapping): - errors.append(f"{path}.{PIPELINE_GRAPH_PATH}.outputValues must be an object") - else: - for referenced_task in _extract_task_output_refs(output_values or {}): - if referenced_task not in task_names: - errors.append( - f"{path}.{PIPELINE_GRAPH_PATH}.outputValues references unknown task " - f"{referenced_task!r}" - ) - - cycle = _find_cycle(task_names, edges) - if cycle: - errors.append(f"{path}.{TASKS_PATH} contains a dependency cycle: {' -> '.join(cycle)}") - - -def _validate_component_ref(ref: Mapping[str, Any], path: str, errors: list[str]) -> None: - has_selector = any(ref.get(key) for key in ("name", "digest", "tag", "url", "text")) - nested_spec = ref.get("spec") - if nested_spec is not None and not isinstance(nested_spec, Mapping): - errors.append(f"{path}.spec must be an object when provided") - if isinstance(nested_spec, Mapping): - has_selector = True - if not has_selector: - errors.append( - f"{path} must include at least one of name, digest, tag, url, text, or spec" - ) - - -def _extract_task_output_refs(value: Any) -> set[str]: - refs: set[str] = set() - if isinstance(value, Mapping): - task_output = value.get("taskOutput") - if isinstance(task_output, Mapping) and isinstance(task_output.get("taskId"), str): - refs.add(task_output["taskId"]) - for nested in value.values(): - refs.update(_extract_task_output_refs(nested)) - elif isinstance(value, list): - for item in value: - refs.update(_extract_task_output_refs(item)) - return refs - - -def _find_cycle(nodes: Iterable[str], edges: Iterable[tuple[str, str]]) -> list[str]: - adjacency: dict[str, list[str]] = {node: [] for node in nodes} - for source, target in edges: - adjacency.setdefault(source, []).append(target) - - visiting: set[str] = set() - visited: set[str] = set() - stack: list[str] = [] - - def visit(node: str) -> list[str] | None: - if node in visited: - return None - if node in visiting: - try: - start = stack.index(node) - except ValueError: - return [node, node] - return stack[start:] + [node] - - visiting.add(node) - stack.append(node) - for neighbor in sorted(adjacency.get(node, [])): - cycle = visit(neighbor) - if cycle: - return cycle - stack.pop() - visiting.remove(node) - visited.add(node) - return None - - for node in sorted(adjacency): - cycle = visit(node) - if cycle: - return cycle - return [] - - # --------------------------------------------------------------------------- # Mermaid diagrams # --------------------------------------------------------------------------- diff --git a/packages/tangle-cli/src/tangle_cli/schemas/__init__.py b/packages/tangle-cli/src/tangle_cli/schemas/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/packages/tangle-cli/src/tangle_cli/schemas/pipeline_schema.json b/packages/tangle-cli/src/tangle_cli/schemas/pipeline_schema.json new file mode 100644 index 0000000..7679b27 --- /dev/null +++ b/packages/tangle-cli/src/tangle_cli/schemas/pipeline_schema.json @@ -0,0 +1,1949 @@ +{ + "$defs": { + "CachingStrategySpec": { + "properties": { + "maxCacheStaleness": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Maxcachestaleness" + } + }, + "title": "CachingStrategySpec", + "type": "object" + }, + "ComponentReference": { + "description": "Component reference. Contains information that can be used to locate and load a component by name, digest or URL", + "properties": { + "digest": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Digest" + }, + "name": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Name" + }, + "spec": { + "anyOf": [ + { + "$ref": "#/$defs/ComponentSpec" + }, + { + "type": "null" + } + ], + "default": null + }, + "tag": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Tag" + }, + "text": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Text" + }, + "url": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Url" + } + }, + "title": "ComponentReference", + "type": "object" + }, + "ComponentSpec": { + "description": "Component specification. Describes the metadata (name, description, annotations and labels), the interface (inputs and outputs) and the implementation of the component.", + "properties": { + "description": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Description" + }, + "implementation": { + "anyOf": [ + { + "$ref": "#/$defs/ContainerImplementation" + }, + { + "$ref": "#/$defs/GraphImplementation" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Implementation" + }, + "inputs": { + "anyOf": [ + { + "items": { + "$ref": "#/$defs/InputSpec" + }, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Inputs" + }, + "metadata": { + "anyOf": [ + { + "$ref": "#/$defs/MetadataSpec" + }, + { + "type": "null" + } + ], + "default": null + }, + "name": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Name" + }, + "outputs": { + "anyOf": [ + { + "items": { + "$ref": "#/$defs/OutputSpec" + }, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Outputs" + } + }, + "title": "ComponentSpec", + "type": "object" + }, + "ConcatPlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by the concatenated values of its items.", + "properties": { + "concat": { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + }, + { + "$ref": "#/$defs/InputPathPlaceholder" + }, + { + "$ref": "#/$defs/OutputPathPlaceholder" + }, + { + "$ref": "#/$defs/ConcatPlaceholder" + }, + { + "$ref": "#/$defs/IfPlaceholder" + } + ] + }, + "title": "Concat", + "type": "array" + } + }, + "required": [ + "concat" + ], + "title": "ConcatPlaceholder", + "type": "object" + }, + "ContainerImplementation": { + "description": "Represents the container component implementation.", + "properties": { + "container": { + "$ref": "#/$defs/ContainerSpec" + } + }, + "required": [ + "container" + ], + "title": "ContainerImplementation", + "type": "object" + }, + "ContainerSpec": { + "description": "Describes the container component implementation.", + "properties": { + "args": { + "anyOf": [ + { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + }, + { + "$ref": "#/$defs/InputPathPlaceholder" + }, + { + "$ref": "#/$defs/OutputPathPlaceholder" + }, + { + "$ref": "#/$defs/ConcatPlaceholder" + }, + { + "$ref": "#/$defs/IfPlaceholder" + } + ] + }, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Args" + }, + "command": { + "anyOf": [ + { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + }, + { + "$ref": "#/$defs/InputPathPlaceholder" + }, + { + "$ref": "#/$defs/OutputPathPlaceholder" + }, + { + "$ref": "#/$defs/ConcatPlaceholder" + }, + { + "$ref": "#/$defs/IfPlaceholder" + } + ] + }, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Command" + }, + "env": { + "anyOf": [ + { + "additionalProperties": { + "type": "string" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Env" + }, + "image": { + "title": "Image", + "type": "string" + } + }, + "required": [ + "image" + ], + "title": "ContainerSpec", + "type": "object" + }, + "DynamicDataArgument": { + "description": "Argument that references data that's dynamically produced by the execution system at runtime.\n\nExamples of dynamic data:\n* Secret value\n* Container execution ID\n* Pipeline run ID\n* Loop index/item", + "properties": { + "dynamicData": { + "anyOf": [ + { + "type": "string" + }, + { + "additionalProperties": true, + "type": "object" + } + ], + "title": "Dynamicdata" + } + }, + "required": [ + "dynamicData" + ], + "title": "DynamicDataArgument", + "type": "object" + }, + "ExecutionOptionsSpec": { + "properties": { + "cachingStrategy": { + "anyOf": [ + { + "$ref": "#/$defs/CachingStrategySpec" + }, + { + "type": "null" + } + ], + "default": null + }, + "retryStrategy": { + "anyOf": [ + { + "$ref": "#/$defs/RetryStrategySpec" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "title": "ExecutionOptionsSpec", + "type": "object" + }, + "GraphImplementation": { + "description": "Represents the graph component implementation.", + "properties": { + "graph": { + "$ref": "#/$defs/GraphSpec" + } + }, + "required": [ + "graph" + ], + "title": "GraphImplementation", + "type": "object" + }, + "GraphInputArgument": { + "description": "Represents the component argument value that comes from the graph component input.", + "properties": { + "graphInput": { + "$ref": "#/$defs/GraphInputReference" + } + }, + "required": [ + "graphInput" + ], + "title": "GraphInputArgument", + "type": "object" + }, + "GraphInputReference": { + "description": "References the input of the graph (the scope is a single graph).", + "properties": { + "inputName": { + "title": "Inputname", + "type": "string" + }, + "type": { + "anyOf": [ + { + "type": "string" + }, + { + "additionalProperties": true, + "type": "object" + }, + { + "items": {}, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Type" + } + }, + "required": [ + "inputName" + ], + "title": "GraphInputReference", + "type": "object" + }, + "GraphSpec": { + "description": "Describes the graph component implementation. It represents a graph of component tasks connected to the upstream sources of data using the argument specifications. It also describes the sources of graph output values.", + "properties": { + "outputValues": { + "anyOf": [ + { + "additionalProperties": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/GraphInputArgument" + }, + { + "$ref": "#/$defs/TaskOutputArgument" + }, + { + "$ref": "#/$defs/DynamicDataArgument" + } + ] + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Outputvalues" + }, + "tasks": { + "additionalProperties": { + "$ref": "#/$defs/TaskSpec" + }, + "title": "Tasks", + "type": "object" + } + }, + "required": [ + "tasks" + ], + "title": "GraphSpec", + "type": "object" + }, + "IfPlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by the expanded value of either \"then_value\" or \"else_value\" depending on the submission-time resolved value of the \"cond\" predicate.", + "properties": { + "if": { + "$ref": "#/$defs/IfPlaceholderStructure" + } + }, + "required": [ + "if" + ], + "title": "IfPlaceholder", + "type": "object" + }, + "IfPlaceholderStructure": { + "description": "Used in by the IfPlaceholder - the command-line argument placeholder that will be replaced at run-time by the expanded value of either \"then_value\" or \"else_value\" depending on the submission-time resolved value of the \"cond\" predicate.", + "properties": { + "cond": { + "anyOf": [ + { + "type": "boolean" + }, + { + "type": "string" + }, + { + "$ref": "#/$defs/IsPresentPlaceholder" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + } + ], + "title": "Cond" + }, + "else": { + "anyOf": [ + { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + }, + { + "$ref": "#/$defs/InputPathPlaceholder" + }, + { + "$ref": "#/$defs/OutputPathPlaceholder" + }, + { + "$ref": "#/$defs/ConcatPlaceholder" + }, + { + "$ref": "#/$defs/IfPlaceholder" + } + ] + }, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Else" + }, + "then": { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + }, + { + "$ref": "#/$defs/InputPathPlaceholder" + }, + { + "$ref": "#/$defs/OutputPathPlaceholder" + }, + { + "$ref": "#/$defs/ConcatPlaceholder" + }, + { + "$ref": "#/$defs/IfPlaceholder" + } + ] + }, + "title": "Then", + "type": "array" + } + }, + "required": [ + "cond", + "then" + ], + "title": "IfPlaceholderStructure", + "type": "object" + }, + "InputPathPlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by a local file path pointing to a file containing the input argument value.", + "properties": { + "inputPath": { + "title": "Inputpath", + "type": "string" + } + }, + "required": [ + "inputPath" + ], + "title": "InputPathPlaceholder", + "type": "object" + }, + "InputSpec": { + "description": "Describes the component input specification", + "properties": { + "annotations": { + "anyOf": [ + { + "additionalProperties": true, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Annotations" + }, + "default": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Default" + }, + "description": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Description" + }, + "name": { + "title": "Name", + "type": "string" + }, + "optional": { + "anyOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ], + "default": false, + "title": "Optional" + }, + "type": { + "anyOf": [ + { + "type": "string" + }, + { + "additionalProperties": true, + "type": "object" + }, + { + "items": {}, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Type" + } + }, + "required": [ + "name" + ], + "title": "InputSpec", + "type": "object" + }, + "InputValuePlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by the input argument value.", + "properties": { + "inputValue": { + "title": "Inputvalue", + "type": "string" + } + }, + "required": [ + "inputValue" + ], + "title": "InputValuePlaceholder", + "type": "object" + }, + "IsPresentPlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by a boolean value specifying whether the caller has passed an argument for the specified optional input.", + "properties": { + "isPresent": { + "title": "Ispresent", + "type": "string" + } + }, + "required": [ + "isPresent" + ], + "title": "IsPresentPlaceholder", + "type": "object" + }, + "MetadataSpec": { + "properties": { + "annotations": { + "anyOf": [ + { + "additionalProperties": { + "type": "string" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Annotations" + }, + "labels": { + "anyOf": [ + { + "additionalProperties": { + "type": "string" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Labels" + } + }, + "title": "MetadataSpec", + "type": "object" + }, + "OutputPathPlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by a local file path pointing to a file where the program should write its output data.", + "properties": { + "outputPath": { + "title": "Outputpath", + "type": "string" + } + }, + "required": [ + "outputPath" + ], + "title": "OutputPathPlaceholder", + "type": "object" + }, + "OutputSpec": { + "description": "Describes the component output specification", + "properties": { + "annotations": { + "anyOf": [ + { + "additionalProperties": true, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Annotations" + }, + "description": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Description" + }, + "name": { + "title": "Name", + "type": "string" + }, + "type": { + "anyOf": [ + { + "type": "string" + }, + { + "additionalProperties": true, + "type": "object" + }, + { + "items": {}, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Type" + } + }, + "required": [ + "name" + ], + "title": "OutputSpec", + "type": "object" + }, + "RetryStrategySpec": { + "properties": { + "maxRetries": { + "title": "Maxretries", + "type": "integer" + } + }, + "required": [ + "maxRetries" + ], + "title": "RetryStrategySpec", + "type": "object" + }, + "TaskOutputArgument": { + "description": "Represents the component argument value that comes from the output of another task.", + "properties": { + "taskOutput": { + "$ref": "#/$defs/TaskOutputReference" + } + }, + "required": [ + "taskOutput" + ], + "title": "TaskOutputArgument", + "type": "object" + }, + "TaskOutputReference": { + "description": "References the output of some task (the scope is a single graph).", + "properties": { + "outputName": { + "title": "Outputname", + "type": "string" + }, + "taskId": { + "title": "Taskid", + "type": "string" + } + }, + "required": [ + "outputName", + "taskId" + ], + "title": "TaskOutputReference", + "type": "object" + }, + "TaskSpec": { + "description": "Task specification. Task is a \"configured\" component - a component supplied with arguments and other applied configuration changes.", + "properties": { + "annotations": { + "anyOf": [ + { + "additionalProperties": true, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Annotations" + }, + "arguments": { + "anyOf": [ + { + "additionalProperties": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/GraphInputArgument" + }, + { + "$ref": "#/$defs/TaskOutputArgument" + }, + { + "$ref": "#/$defs/DynamicDataArgument" + } + ] + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Arguments" + }, + "componentRef": { + "$ref": "#/$defs/ComponentReference" + }, + "executionOptions": { + "anyOf": [ + { + "$ref": "#/$defs/ExecutionOptionsSpec" + }, + { + "type": "null" + } + ], + "default": null + }, + "isEnabled": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/GraphInputArgument" + }, + { + "$ref": "#/$defs/TaskOutputArgument" + }, + { + "$ref": "#/$defs/DynamicDataArgument" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Isenabled" + } + }, + "required": [ + "componentRef" + ], + "title": "TaskSpec", + "type": "object" + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "properties": { + "description": { + "type": "string" + }, + "implementation": { + "properties": { + "graph": { + "$defs": { + "CachingStrategySpec": { + "properties": { + "maxCacheStaleness": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Maxcachestaleness" + } + }, + "title": "CachingStrategySpec", + "type": "object" + }, + "ComponentReference": { + "description": "Component reference. Contains information that can be used to locate and load a component by name, digest or URL", + "properties": { + "digest": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Digest" + }, + "name": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Name" + }, + "spec": { + "anyOf": [ + { + "$ref": "#/$defs/ComponentSpec" + }, + { + "type": "null" + } + ], + "default": null + }, + "tag": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Tag" + }, + "text": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Text" + }, + "url": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Url" + } + }, + "title": "ComponentReference", + "type": "object" + }, + "ComponentSpec": { + "description": "Component specification. Describes the metadata (name, description, annotations and labels), the interface (inputs and outputs) and the implementation of the component.", + "properties": { + "description": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Description" + }, + "implementation": { + "anyOf": [ + { + "$ref": "#/$defs/ContainerImplementation" + }, + { + "$ref": "#/$defs/GraphImplementation" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Implementation" + }, + "inputs": { + "anyOf": [ + { + "items": { + "$ref": "#/$defs/InputSpec" + }, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Inputs" + }, + "metadata": { + "anyOf": [ + { + "$ref": "#/$defs/MetadataSpec" + }, + { + "type": "null" + } + ], + "default": null + }, + "name": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Name" + }, + "outputs": { + "anyOf": [ + { + "items": { + "$ref": "#/$defs/OutputSpec" + }, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Outputs" + } + }, + "title": "ComponentSpec", + "type": "object" + }, + "ConcatPlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by the concatenated values of its items.", + "properties": { + "concat": { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + }, + { + "$ref": "#/$defs/InputPathPlaceholder" + }, + { + "$ref": "#/$defs/OutputPathPlaceholder" + }, + { + "$ref": "#/$defs/ConcatPlaceholder" + }, + { + "$ref": "#/$defs/IfPlaceholder" + } + ] + }, + "title": "Concat", + "type": "array" + } + }, + "required": [ + "concat" + ], + "title": "ConcatPlaceholder", + "type": "object" + }, + "ContainerImplementation": { + "description": "Represents the container component implementation.", + "properties": { + "container": { + "$ref": "#/$defs/ContainerSpec" + } + }, + "required": [ + "container" + ], + "title": "ContainerImplementation", + "type": "object" + }, + "ContainerSpec": { + "description": "Describes the container component implementation.", + "properties": { + "args": { + "anyOf": [ + { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + }, + { + "$ref": "#/$defs/InputPathPlaceholder" + }, + { + "$ref": "#/$defs/OutputPathPlaceholder" + }, + { + "$ref": "#/$defs/ConcatPlaceholder" + }, + { + "$ref": "#/$defs/IfPlaceholder" + } + ] + }, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Args" + }, + "command": { + "anyOf": [ + { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + }, + { + "$ref": "#/$defs/InputPathPlaceholder" + }, + { + "$ref": "#/$defs/OutputPathPlaceholder" + }, + { + "$ref": "#/$defs/ConcatPlaceholder" + }, + { + "$ref": "#/$defs/IfPlaceholder" + } + ] + }, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Command" + }, + "env": { + "anyOf": [ + { + "additionalProperties": { + "type": "string" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Env" + }, + "image": { + "title": "Image", + "type": "string" + } + }, + "required": [ + "image" + ], + "title": "ContainerSpec", + "type": "object" + }, + "DynamicDataArgument": { + "description": "Argument that references data that's dynamically produced by the execution system at runtime.\n\nExamples of dynamic data:\n* Secret value\n* Container execution ID\n* Pipeline run ID\n* Loop index/item", + "properties": { + "dynamicData": { + "anyOf": [ + { + "type": "string" + }, + { + "additionalProperties": true, + "type": "object" + } + ], + "title": "Dynamicdata" + } + }, + "required": [ + "dynamicData" + ], + "title": "DynamicDataArgument", + "type": "object" + }, + "ExecutionOptionsSpec": { + "properties": { + "cachingStrategy": { + "anyOf": [ + { + "$ref": "#/$defs/CachingStrategySpec" + }, + { + "type": "null" + } + ], + "default": null + }, + "retryStrategy": { + "anyOf": [ + { + "$ref": "#/$defs/RetryStrategySpec" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "title": "ExecutionOptionsSpec", + "type": "object" + }, + "GraphImplementation": { + "description": "Represents the graph component implementation.", + "properties": { + "graph": { + "$ref": "#/$defs/GraphSpec" + } + }, + "required": [ + "graph" + ], + "title": "GraphImplementation", + "type": "object" + }, + "GraphInputArgument": { + "description": "Represents the component argument value that comes from the graph component input.", + "properties": { + "graphInput": { + "$ref": "#/$defs/GraphInputReference" + } + }, + "required": [ + "graphInput" + ], + "title": "GraphInputArgument", + "type": "object" + }, + "GraphInputReference": { + "description": "References the input of the graph (the scope is a single graph).", + "properties": { + "inputName": { + "title": "Inputname", + "type": "string" + }, + "type": { + "anyOf": [ + { + "type": "string" + }, + { + "additionalProperties": true, + "type": "object" + }, + { + "items": {}, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Type" + } + }, + "required": [ + "inputName" + ], + "title": "GraphInputReference", + "type": "object" + }, + "GraphSpec": { + "description": "Describes the graph component implementation. It represents a graph of component tasks connected to the upstream sources of data using the argument specifications. It also describes the sources of graph output values.", + "properties": { + "outputValues": { + "anyOf": [ + { + "additionalProperties": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/GraphInputArgument" + }, + { + "$ref": "#/$defs/TaskOutputArgument" + }, + { + "$ref": "#/$defs/DynamicDataArgument" + } + ] + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Outputvalues" + }, + "tasks": { + "additionalProperties": { + "$ref": "#/$defs/TaskSpec" + }, + "title": "Tasks", + "type": "object" + } + }, + "required": [ + "tasks" + ], + "title": "GraphSpec", + "type": "object" + }, + "IfPlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by the expanded value of either \"then_value\" or \"else_value\" depending on the submission-time resolved value of the \"cond\" predicate.", + "properties": { + "if": { + "$ref": "#/$defs/IfPlaceholderStructure" + } + }, + "required": [ + "if" + ], + "title": "IfPlaceholder", + "type": "object" + }, + "IfPlaceholderStructure": { + "description": "Used in by the IfPlaceholder - the command-line argument placeholder that will be replaced at run-time by the expanded value of either \"then_value\" or \"else_value\" depending on the submission-time resolved value of the \"cond\" predicate.", + "properties": { + "cond": { + "anyOf": [ + { + "type": "boolean" + }, + { + "type": "string" + }, + { + "$ref": "#/$defs/IsPresentPlaceholder" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + } + ], + "title": "Cond" + }, + "else": { + "anyOf": [ + { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + }, + { + "$ref": "#/$defs/InputPathPlaceholder" + }, + { + "$ref": "#/$defs/OutputPathPlaceholder" + }, + { + "$ref": "#/$defs/ConcatPlaceholder" + }, + { + "$ref": "#/$defs/IfPlaceholder" + } + ] + }, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Else" + }, + "then": { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/InputValuePlaceholder" + }, + { + "$ref": "#/$defs/InputPathPlaceholder" + }, + { + "$ref": "#/$defs/OutputPathPlaceholder" + }, + { + "$ref": "#/$defs/ConcatPlaceholder" + }, + { + "$ref": "#/$defs/IfPlaceholder" + } + ] + }, + "title": "Then", + "type": "array" + } + }, + "required": [ + "cond", + "then" + ], + "title": "IfPlaceholderStructure", + "type": "object" + }, + "InputPathPlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by a local file path pointing to a file containing the input argument value.", + "properties": { + "inputPath": { + "title": "Inputpath", + "type": "string" + } + }, + "required": [ + "inputPath" + ], + "title": "InputPathPlaceholder", + "type": "object" + }, + "InputSpec": { + "description": "Describes the component input specification", + "properties": { + "annotations": { + "anyOf": [ + { + "additionalProperties": true, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Annotations" + }, + "default": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Default" + }, + "description": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Description" + }, + "name": { + "title": "Name", + "type": "string" + }, + "optional": { + "anyOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ], + "default": false, + "title": "Optional" + }, + "type": { + "anyOf": [ + { + "type": "string" + }, + { + "additionalProperties": true, + "type": "object" + }, + { + "items": {}, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Type" + } + }, + "required": [ + "name" + ], + "title": "InputSpec", + "type": "object" + }, + "InputValuePlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by the input argument value.", + "properties": { + "inputValue": { + "title": "Inputvalue", + "type": "string" + } + }, + "required": [ + "inputValue" + ], + "title": "InputValuePlaceholder", + "type": "object" + }, + "IsPresentPlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by a boolean value specifying whether the caller has passed an argument for the specified optional input.", + "properties": { + "isPresent": { + "title": "Ispresent", + "type": "string" + } + }, + "required": [ + "isPresent" + ], + "title": "IsPresentPlaceholder", + "type": "object" + }, + "MetadataSpec": { + "properties": { + "annotations": { + "anyOf": [ + { + "additionalProperties": { + "type": "string" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Annotations" + }, + "labels": { + "anyOf": [ + { + "additionalProperties": { + "type": "string" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Labels" + } + }, + "title": "MetadataSpec", + "type": "object" + }, + "OutputPathPlaceholder": { + "description": "Represents the command-line argument placeholder that will be replaced at run-time by a local file path pointing to a file where the program should write its output data.", + "properties": { + "outputPath": { + "title": "Outputpath", + "type": "string" + } + }, + "required": [ + "outputPath" + ], + "title": "OutputPathPlaceholder", + "type": "object" + }, + "OutputSpec": { + "description": "Describes the component output specification", + "properties": { + "annotations": { + "anyOf": [ + { + "additionalProperties": true, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Annotations" + }, + "description": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Description" + }, + "name": { + "title": "Name", + "type": "string" + }, + "type": { + "anyOf": [ + { + "type": "string" + }, + { + "additionalProperties": true, + "type": "object" + }, + { + "items": {}, + "type": "array" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Type" + } + }, + "required": [ + "name" + ], + "title": "OutputSpec", + "type": "object" + }, + "RetryStrategySpec": { + "properties": { + "maxRetries": { + "title": "Maxretries", + "type": "integer" + } + }, + "required": [ + "maxRetries" + ], + "title": "RetryStrategySpec", + "type": "object" + }, + "TaskOutputArgument": { + "description": "Represents the component argument value that comes from the output of another task.", + "properties": { + "taskOutput": { + "$ref": "#/$defs/TaskOutputReference" + } + }, + "required": [ + "taskOutput" + ], + "title": "TaskOutputArgument", + "type": "object" + }, + "TaskOutputReference": { + "description": "References the output of some task (the scope is a single graph).", + "properties": { + "outputName": { + "title": "Outputname", + "type": "string" + }, + "taskId": { + "title": "Taskid", + "type": "string" + } + }, + "required": [ + "outputName", + "taskId" + ], + "title": "TaskOutputReference", + "type": "object" + }, + "TaskSpec": { + "description": "Task specification. Task is a \"configured\" component - a component supplied with arguments and other applied configuration changes.", + "properties": { + "annotations": { + "anyOf": [ + { + "additionalProperties": true, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Annotations" + }, + "arguments": { + "anyOf": [ + { + "additionalProperties": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/GraphInputArgument" + }, + { + "$ref": "#/$defs/TaskOutputArgument" + }, + { + "$ref": "#/$defs/DynamicDataArgument" + } + ] + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Arguments" + }, + "componentRef": { + "$ref": "#/$defs/ComponentReference" + }, + "executionOptions": { + "anyOf": [ + { + "$ref": "#/$defs/ExecutionOptionsSpec" + }, + { + "type": "null" + } + ], + "default": null + }, + "isEnabled": { + "anyOf": [ + { + "type": "string" + }, + { + "$ref": "#/$defs/GraphInputArgument" + }, + { + "$ref": "#/$defs/TaskOutputArgument" + }, + { + "$ref": "#/$defs/DynamicDataArgument" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Isenabled" + } + }, + "required": [ + "componentRef" + ], + "title": "TaskSpec", + "type": "object" + } + }, + "$ref": "#/$defs/GraphSpec" + } + }, + "required": [ + "graph" + ], + "type": "object" + }, + "inputs": { + "type": "array" + }, + "metadata": { + "type": "object" + }, + "name": { + "minLength": 1, + "type": "string" + }, + "outputs": { + "type": "array" + } + }, + "required": [ + "name", + "implementation" + ], + "title": "Tangle Pipeline Schema (generated from TangleML)", + "type": "object", + "x-tangle-source": { + "commit": "cf599dc45ec2cea2c0a8ae8a2d84af7985c5035c", + "generatedBy": "scripts/refresh_pipeline_schema.py", + "path": "cloud_pipelines_backend/component_structures.py", + "repository": "https://github.com/TangleML/tangle", + "sha256": "86e3329fe27740093d8e7113fcf93ca2f8cad55c2db8a80938bdfefd56b813e0" + } +} diff --git a/pyproject.toml b/pyproject.toml index cd6e8d8..f8c65ba 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "tangle-cli" -version = "0.1.3" +version = "0.1.4" description = "CLI for Tangle, the open-source ML pipeline orchestration platform" readme = "README.md" authors = [ @@ -15,6 +15,7 @@ dependencies = [ "docstring-parser>=0.16", "httpx>=0.28.1", "jinja2>=3.1", + "jsonschema>=4.25.0", "platformdirs>=4.10.0", "pydantic>=2.0", "pyyaml>=6.0", diff --git a/scripts/refresh_pipeline_schema.py b/scripts/refresh_pipeline_schema.py new file mode 100755 index 0000000..74c9703 --- /dev/null +++ b/scripts/refresh_pipeline_schema.py @@ -0,0 +1,110 @@ +#!/usr/bin/env python3 +"""Refresh the vendored Tangle pipeline JSON schema. + +This maintenance helper intentionally does the pinned source fetch/generation at +refresh time, not at tangle-cli runtime. Review the generated schema diff before +committing changes. +""" + +from __future__ import annotations + +import argparse +import hashlib +import json +from pathlib import Path +from typing import Any + +import requests + +TANGLE_STRUCTURES_COMMIT = "cf599dc45ec2cea2c0a8ae8a2d84af7985c5035c" +TANGLE_STRUCTURES_SHA256 = "86e3329fe27740093d8e7113fcf93ca2f8cad55c2db8a80938bdfefd56b813e0" +TANGLE_STRUCTURES_PATH = "cloud_pipelines_backend/component_structures.py" +TANGLE_STRUCTURES_URL = ( + f"https://raw.githubusercontent.com/TangleML/tangle/{TANGLE_STRUCTURES_COMMIT}/" + f"{TANGLE_STRUCTURES_PATH}" +) +SCHEMA_PATH = Path(__file__).resolve().parents[1] / "packages/tangle-cli/src/tangle_cli/schemas/pipeline_schema.json" + + +class TangleStructuresIntegrityError(RuntimeError): + """Raised when fetched Tangle source does not match the pinned hash.""" + + +def fetch_tangle_structures() -> str: + response = requests.get(TANGLE_STRUCTURES_URL, timeout=10) + response.raise_for_status() + actual_sha256 = hashlib.sha256(response.content).hexdigest() + if actual_sha256 != TANGLE_STRUCTURES_SHA256: + raise TangleStructuresIntegrityError( + f"SHA-256 mismatch for {TANGLE_STRUCTURES_URL}: expected " + f"{TANGLE_STRUCTURES_SHA256}, got {actual_sha256}" + ) + return response.text + + +def generate_schema(source_text: str) -> dict[str, Any]: + import pydantic + + namespace: dict[str, Any] = {} + exec( + "import dataclasses\n" + "from collections import OrderedDict\n" + "from typing import Any, Dict, List, Mapping, Optional, Sequence, Union\n" + "import pydantic\n" + "import pydantic.alias_generators\n" + "from pydantic.dataclasses import dataclass as pydantic_dataclasses\n", + namespace, + ) + exec(source_text, namespace) + + graph_spec = namespace.get("GraphSpec") + if graph_spec is None: + raise RuntimeError("GraphSpec was not found in component_structures.py") + + adapter = pydantic.TypeAdapter(graph_spec) + adapter.rebuild(_types_namespace=namespace) + graph_schema = adapter.json_schema() + return { + "$schema": "http://json-schema.org/draft-07/schema#", + "title": "Tangle Pipeline Schema (generated from TangleML)", + "type": "object", + "required": ["name", "implementation"], + "properties": { + "name": {"type": "string", "minLength": 1}, + "description": {"type": "string"}, + "metadata": {"type": "object"}, + "inputs": {"type": "array"}, + "outputs": {"type": "array"}, + "implementation": { + "type": "object", + "required": ["graph"], + "properties": {"graph": graph_schema}, + }, + }, + "$defs": graph_schema.get("$defs", {}), + "x-tangle-source": { + "repository": "https://github.com/TangleML/tangle", + "path": TANGLE_STRUCTURES_PATH, + "commit": TANGLE_STRUCTURES_COMMIT, + "sha256": TANGLE_STRUCTURES_SHA256, + "generatedBy": "scripts/refresh_pipeline_schema.py", + }, + } + + +def main() -> None: + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--write", action="store_true", help=f"write {SCHEMA_PATH}") + args = parser.parse_args() + + schema = generate_schema(fetch_tangle_structures()) + text = json.dumps(schema, indent=2, sort_keys=True) + "\n" + if args.write: + SCHEMA_PATH.write_text(text, encoding="utf-8") + print(f"wrote {SCHEMA_PATH}") + else: + print(text, end="") + + +if __name__ == "__main__": + main() diff --git a/tests/test_packaging.py b/tests/test_packaging.py index 74ed2b1..6a5790c 100644 --- a/tests/test_packaging.py +++ b/tests/test_packaging.py @@ -178,7 +178,7 @@ def test_tangle_cli_wheel_supports_expert_no_deps_import_path_without_tangle_api requires_dist = [line for line in metadata.splitlines() if line.startswith("Requires-Dist: ")] assert not any(name.startswith("tangle_api/") for name in names) assert "tangle_cli/openapi/openapi.json" not in names - assert "Version: 0.1.3" in metadata + assert "Version: 0.1.4" in metadata assert "Requires-Dist: tangle-api==0.1.1" in requires_dist assert not any("extra == 'native'" in line for line in requires_dist) assert "Provides-Extra: native" in metadata diff --git a/tests/test_pipeline_runs_cli.py b/tests/test_pipeline_runs_cli.py index 0364b9a..b65d7d5 100644 --- a/tests/test_pipeline_runs_cli.py +++ b/tests/test_pipeline_runs_cli.py @@ -2529,12 +2529,46 @@ def before_submit_pipeline_spec(self, pipeline_spec, **kwargs): # type: ignore[ assert result["status"] == "SUCCEEDED" assert result["pipeline_name"] == "Run value" assert result["run_id"] == "run-1" - assert calls == ["validate:Demo Pipeline:False", "before_submit", "validate:Run value:False"] + assert calls == ["validate:Demo Pipeline:False", "before_submit"] assert client.created[0]["annotations"]["team"] == "oss" assert client.created[0]["annotations"]["tangle-cli/submission-id"] assert client.created[0]["root_task"]["componentRef"]["spec"]["name"] == "Run value" +def test_pipeline_run_manager_submit_and_dry_run_validate_once_at_choke_point(tmp_path: Path) -> None: + pipeline_path = _write_pipeline(tmp_path / "pipeline.yaml") + calls: list[str] = [] + + class Hooks(PipelineRunHooks): + def validate_pipeline_for_run(self, pipeline_spec, **kwargs): # type: ignore[no-untyped-def] + calls.append(f"validate:{pipeline_spec['name']}:{kwargs['skip_validation']}") + return super().validate_pipeline_for_run(pipeline_spec, **kwargs) + + manager = PipelineRunManager(client=FakeClient(), hooks=Hooks()) + + manager.run_pipeline(pipeline_path, run_args={"required": "value"}, hydrate=False) + assert calls == ["validate:Demo Pipeline:False"] + + calls.clear() + manager.build_submit_body(pipeline_path, run_args={"required": "value"}, hydrate=False) + assert calls == ["validate:Demo Pipeline:False"] + + +def test_pipeline_runner_inherited_dry_run_validates_once_at_choke_point(tmp_path: Path) -> None: + pipeline_path = _write_pipeline(tmp_path / "pipeline.yaml") + calls: list[str] = [] + + class Hooks(PipelineRunnerHooks): + def validate_pipeline_for_run(self, pipeline_spec, **kwargs): # type: ignore[no-untyped-def] + calls.append(f"validate:{pipeline_spec['name']}:{kwargs['skip_validation']}") + return super().validate_pipeline_for_run(pipeline_spec, **kwargs) + + runner = PipelineRunner(client=FakeClient(), hooks=Hooks()) + + runner.build_submit_body(pipeline_path, run_args={"required": "value"}, hydrate=False) + assert calls == ["validate:Demo Pipeline:False"] + + def test_pipeline_runner_maps_non_mapping_yaml_to_run_error(tmp_path: Path) -> None: pipeline_path = tmp_path / "bad.yaml" pipeline_path.write_text("[]\n", encoding="utf-8") diff --git a/tests/test_pipelines_cli.py b/tests/test_pipelines_cli.py index cb89dd3..a6b503c 100644 --- a/tests/test_pipelines_cli.py +++ b/tests/test_pipelines_cli.py @@ -11,6 +11,12 @@ from tangle_cli import cli from tangle_cli.pipeline_hydrator import PipelineHydrator +from tangle_cli.pipelines import ( + collect_pipeline_spec_errors, + load_pipeline_schema, + validate_component_inputs, + validate_pipeline_schema, +) def run_app(app, args: list[str]) -> None: @@ -223,6 +229,238 @@ def test_pipelines_validate_rejects_bare_container_root(tmp_path: Path): assert "implementation.graph must be an object" in str(exc_info.value) +def test_vendored_pipeline_schema_loads_and_accepts_minimal_fixture(): + schema = load_pipeline_schema() + + assert schema["title"] == "Tangle Pipeline Schema (generated from TangleML)" + assert schema["x-tangle-source"]["path"] == "cloud_pipelines_backend/component_structures.py" + assert validate_pipeline_schema(_minimal_valid_pipeline()) == [] + + +def test_pipeline_schema_validation_rejects_wrong_root_input_type(): + pipeline = _minimal_valid_pipeline() + pipeline["inputs"] = "not-a-list" + + errors = validate_pipeline_schema(pipeline) + + assert any("'inputs' must be array, got str" in error for error in errors) + + +def _component_spec( + *, + inputs: list[dict] | None = None, + outputs: list[dict] | None = None, + implementation: dict | None = None, +) -> dict: + return { + "name": "Component", + "inputs": inputs or [], + "outputs": outputs or [], + "implementation": implementation or {"container": {"image": "busybox"}}, + } + + +def _single_task_pipeline(task: dict, *, inputs: list[dict] | None = None) -> dict: + return { + "name": "Pipeline", + "inputs": inputs or [], + "implementation": {"graph": {"tasks": {"task": task}}}, + } + + +def test_component_input_validation_rejects_missing_required_input(): + pipeline = _single_task_pipeline( + { + "componentRef": { + "spec": _component_spec(inputs=[{"name": "query", "type": "String"}]) + } + } + ) + + assert validate_component_inputs(pipeline) == [ + "Task 'task': required input 'query' has no value or connection" + ] + + +def test_component_input_validation_allows_optional_and_default_inputs(): + pipeline = _single_task_pipeline( + { + "componentRef": { + "spec": _component_spec( + inputs=[ + {"name": "optional", "type": "String", "optional": True}, + {"name": "with_default", "type": "String", "default": "value"}, + ] + ) + } + } + ) + + assert validate_component_inputs(pipeline) == [] + + +def test_component_input_validation_allows_null_default_without_argument(): + pipeline = _single_task_pipeline( + { + "componentRef": { + "spec": _component_spec( + inputs=[{"name": "nullable", "type": "String", "default": None}] + ) + } + } + ) + + assert validate_component_inputs(pipeline) == [] + + +def test_component_input_validation_allows_unknown_producer_outputs(): + pipeline = { + "name": "Pipeline", + "implementation": { + "graph": { + "tasks": { + "producer": {"componentRef": {"name": "RemoteProducer"}}, + "consumer": { + "componentRef": { + "spec": _component_spec(inputs=[{"name": "rows", "type": "String"}]) + }, + "arguments": { + "rows": {"taskOutput": {"taskId": "producer", "outputName": "rows"}} + }, + }, + } + } + }, + } + + assert validate_component_inputs(pipeline) == [] + + +def test_component_input_validation_rejects_known_empty_producer_outputs(): + pipeline = { + "name": "Pipeline", + "implementation": { + "graph": { + "tasks": { + "producer": {"componentRef": {"spec": _component_spec(outputs=[])}}, + "consumer": { + "componentRef": { + "spec": _component_spec(inputs=[{"name": "rows", "type": "String"}]) + }, + "arguments": { + "rows": {"taskOutput": {"taskId": "producer", "outputName": "rows"}} + }, + }, + } + } + }, + } + + assert validate_component_inputs(pipeline) == [ + "Task 'consumer': input 'rows' references non-existent output 'rows' on task 'producer'" + ] + + +def test_component_input_validation_rejects_bad_refs_on_supplied_optional_inputs(): + pipeline = { + "name": "Pipeline", + "inputs": [{"name": "existing", "type": "String"}], + "implementation": { + "graph": { + "tasks": { + "producer": { + "componentRef": { + "spec": _component_spec(outputs=[{"name": "rows", "type": "String"}]) + } + }, + "consumer": { + "componentRef": { + "spec": _component_spec( + inputs=[ + {"name": "optional", "type": "String", "optional": True}, + {"name": "with_default", "type": "String", "default": "value"}, + ] + ) + }, + "arguments": { + "optional": {"graphInput": {"inputName": "missing"}}, + "with_default": { + "taskOutput": {"taskId": "producer", "outputName": "missing"} + }, + }, + }, + } + } + }, + } + + assert validate_component_inputs(pipeline) == [ + "Task 'consumer': input 'optional' references non-existent graph input 'missing'", + "Task 'consumer': input 'with_default' references non-existent output 'missing' on task 'producer'", + ] + + +def test_component_input_validation_rejects_bad_task_output_name(): + pipeline = { + "name": "Pipeline", + "implementation": { + "graph": { + "tasks": { + "producer": { + "componentRef": { + "spec": _component_spec(outputs=[{"name": "rows", "type": "String"}]) + } + }, + "consumer": { + "componentRef": { + "spec": _component_spec(inputs=[{"name": "rows", "type": "String"}]) + }, + "arguments": { + "rows": {"taskOutput": {"taskId": "producer", "outputName": "missing"}} + }, + }, + } + } + }, + } + + assert validate_component_inputs(pipeline) == [ + "Task 'consumer': input 'rows' references non-existent output 'missing' on task 'producer'" + ] + + +def test_component_input_validation_rejects_bad_graph_input_ref(): + pipeline = _single_task_pipeline( + { + "componentRef": { + "spec": _component_spec(inputs=[{"name": "query", "type": "String"}]) + }, + "arguments": {"query": {"graphInput": {"inputName": "missing"}}}, + }, + inputs=[{"name": "existing", "type": "String"}], + ) + + assert validate_component_inputs(pipeline) == [ + "Task 'task': input 'query' references non-existent graph input 'missing'" + ] + + +def test_collect_pipeline_errors_combines_shape_schema_and_input_wiring(): + pipeline = _single_task_pipeline( + { + "componentRef": { + "spec": _component_spec(inputs=[{"name": "query", "type": "String"}]) + } + } + ) + pipeline["inputs"] = "not-a-list" + + errors = collect_pipeline_spec_errors(pipeline) + + assert any("'inputs' must be array, got str" in error for error in errors) + assert "Task 'task': required input 'query' has no value or connection" in errors + + def test_pipelines_diagram_outputs_small_dependency_graph(tmp_path: Path, capsys): pipeline_path = _write_pipeline(tmp_path / "pipeline.yaml", _minimal_valid_pipeline()) app = cli.build_app() @@ -254,12 +492,19 @@ def test_pipelines_hydrate_renders_template_and_resolves_local_file_refs( ) (tmp_path / "pipeline.yaml.j2").write_text( "name: {{ pipeline_name }}\n" + "inputs:\n" + " - name: message\n" + " type: String\n" "implementation:\n" " graph:\n" " tasks:\n" " echo:\n" " componentRef:\n" - " url: file://{{ component_file }}\n", + " url: file://{{ component_file }}\n" + " arguments:\n" + " message:\n" + " graphInput:\n" + " inputName: message\n", encoding="utf-8", ) config_path = _write_pipeline( diff --git a/uv.lock b/uv.lock index b333ee0..fa962b4 100644 --- a/uv.lock +++ b/uv.lock @@ -4,11 +4,12 @@ requires-python = ">=3.10" resolution-markers = [ "python_full_version >= '3.14'", 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