This release is a pre-release and may not be stable for production use.
gooddata-code-convertors
GoodData AAC YAML / Declarative API code converters, powered by WebAssembly.
Provides bidirectional conversion between AAC YAML format (used by the gdc-analytics-as-code VSCode plugin) and GoodData Declarative API format.
Installation
pip install gooddata-code-convertors
Usage
YAML-to-Declarative functions accept parsed YAML dicts (e.g. from yaml.safe_load),
not raw YAML strings.
import yaml
from gooddata_code_convertors import yaml_metric_to_declarative, declarative_metric_to_yaml
# AAC YAML -> Declarative API
with open("metrics/revenue.yaml") as f:
parsed = yaml.safe_load(f)
declarative = yaml_metric_to_declarative(parsed)
# Declarative API -> AAC YAML
yaml_result = declarative_metric_to_yaml(declarative)
Types: static (_types) vs. runtime-validating (pydantic_models)
Two parallel sets of Python types are generated from the same AAC JSON Schema:
gooddata_code_convertors._types—TypedDicts, re-exported at the package top level (from gooddata_code_convertors import Dashboard). Static typing only, zero runtime cost, zero validation.gooddata_code_convertors.pydantic_models— real Pydantic v2BaseModels (not re-exported at the top level, to avoid name collisions with_types— import from the submodule directly:from gooddata_code_convertors.pydantic_models import Dashboard). Use these when you need actual runtime validation of a payload, e.g.Dashboard.model_validate(payload).
Gotcha: shared string-pattern fields (e.g. every entity's id) are wrapped in their own
RootModel[str] class in pydantic_models rather than being plain str — access the value
via .root (e.g. dashboard.id.root). This is a deliberate trade-off: collapsing them into
plain str fields breaks import entirely, because pydantic-core's Rust regex engine can't
compile this schema's negative-lookahead patterns once collapsed. _types' TypedDicts are
unaffected (Dashboard["id"] is a plain str there, since TypedDict has no runtime pattern validation
to trip over).
Available Converters
YAML -> Declarative API
yaml_dataset_to_declarativeyaml_date_dataset_to_declarativeyaml_metric_to_declarativeyaml_visualisation_to_declarativeyaml_dashboard_to_declarativeyaml_plugin_to_declarativeyaml_attribute_hierarchy_to_declarative
Declarative API -> YAML
declarative_dataset_to_yamldeclarative_date_instance_to_yamldeclarative_metric_to_yamldeclarative_visualisation_to_yamldeclarative_dashboard_to_yamldeclarative_plugin_to_yamldeclarative_attribute_hierarchy_to_yaml
Utilities
build_afm_execution
1 maintainer
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