diff --git a/.changes/unreleased/Features-20220705-083026.yaml b/.changes/unreleased/Features-20220705-083026.yaml new file mode 100644 index 00000000000..6fcbf700100 --- /dev/null +++ b/.changes/unreleased/Features-20220705-083026.yaml @@ -0,0 +1,7 @@ +kind: Features +body: Add support for ratio metrics +time: 2022-07-05T08:30:26.494837-05:00 +custom: + Author: drewbanin callum-mcdata + Issue: "4884" + PR: "5027" diff --git a/.changes/unreleased/Under the Hood-20220705-142120.yaml b/.changes/unreleased/Under the Hood-20220705-142120.yaml new file mode 100644 index 00000000000..8e5ca5f2f48 --- /dev/null +++ b/.changes/unreleased/Under the Hood-20220705-142120.yaml @@ -0,0 +1,7 @@ +kind: Under the Hood +body: Bump manifest version to v6 +time: 2022-07-05T14:21:20.66768-04:00 +custom: + Author: leahwicz + Issue: "5417" + PR: "5430" diff --git a/core/dbt/compilation.py b/core/dbt/compilation.py index 052918d42e1..c94348f7190 100644 --- a/core/dbt/compilation.py +++ b/core/dbt/compilation.py @@ -397,6 +397,8 @@ def link_node(self, linker: Linker, node: GraphMemberNode, manifest: Manifest): linker.dependency(node.unique_id, (manifest.nodes[dependency].unique_id)) elif dependency in manifest.sources: linker.dependency(node.unique_id, (manifest.sources[dependency].unique_id)) + elif dependency in manifest.metrics: + linker.dependency(node.unique_id, (manifest.metrics[dependency].unique_id)) else: dependency_not_found(node, dependency) diff --git a/core/dbt/context/providers.py b/core/dbt/context/providers.py index f98e8622be0..dcb2031b3dd 100644 --- a/core/dbt/context/providers.py +++ b/core/dbt/context/providers.py @@ -40,6 +40,7 @@ ParsedSeedNode, ParsedSourceDefinition, ) +from dbt.contracts.graph.metrics import MetricReference, ResolvedMetricReference from dbt.exceptions import ( CompilationException, ParsingException, @@ -50,7 +51,9 @@ missing_config, raise_compiler_error, ref_invalid_args, + metric_invalid_args, ref_target_not_found, + metric_target_not_found, ref_bad_context, source_target_not_found, wrapped_exports, @@ -199,7 +202,7 @@ def Relation(self): return self.db_wrapper.Relation @abc.abstractmethod - def __call__(self, *args: str) -> Union[str, RelationProxy]: + def __call__(self, *args: str) -> Union[str, RelationProxy, MetricReference]: pass @@ -265,6 +268,41 @@ def __call__(self, *args: str) -> RelationProxy: return self.resolve(args[0], args[1]) +class BaseMetricResolver(BaseResolver): + def resolve(self, name: str, package: Optional[str] = None) -> MetricReference: + ... + + def _repack_args(self, name: str, package: Optional[str]) -> List[str]: + if package is None: + return [name] + else: + return [package, name] + + def validate_args(self, name: str, package: Optional[str]): + if not isinstance(name, str): + raise CompilationException( + f"The name argument to metric() must be a string, got {type(name)}" + ) + + if package is not None and not isinstance(package, str): + raise CompilationException( + f"The package argument to metric() must be a string or None, got {type(package)}" + ) + + def __call__(self, *args: str) -> MetricReference: + name: str + package: Optional[str] = None + + if len(args) == 1: + name = args[0] + elif len(args) == 2: + package, name = args + else: + metric_invalid_args(self.model, args) + self.validate_args(name, package) + return self.resolve(name, package) + + class Config(Protocol): def __init__(self, model, context_config: Optional[ContextConfig]): ... @@ -511,6 +549,34 @@ def resolve(self, source_name: str, table_name: str): return self.Relation.create_from_source(target_source) +# metric` implementations +class ParseMetricResolver(BaseMetricResolver): + def resolve(self, name: str, package: Optional[str] = None) -> MetricReference: + self.model.metrics.append(self._repack_args(name, package)) + + return MetricReference(name, package) + + +class RuntimeMetricResolver(BaseMetricResolver): + def resolve(self, target_name: str, target_package: Optional[str] = None) -> MetricReference: + target_metric = self.manifest.resolve_metric( + target_name, + target_package, + self.current_project, + self.model.package_name, + ) + + if target_metric is None or isinstance(target_metric, Disabled): + # TODO : Use a different exception!! + metric_target_not_found( + self.model, + target_name, + target_package, + ) + + return ResolvedMetricReference(target_metric, self.manifest, self.Relation) + + # `var` implementations. class ModelConfiguredVar(Var): def __init__( @@ -568,6 +634,7 @@ class Provider(Protocol): Var: Type[ModelConfiguredVar] ref: Type[BaseRefResolver] source: Type[BaseSourceResolver] + metric: Type[BaseMetricResolver] class ParseProvider(Provider): @@ -577,6 +644,7 @@ class ParseProvider(Provider): Var = ParseVar ref = ParseRefResolver source = ParseSourceResolver + metric = ParseMetricResolver class GenerateNameProvider(Provider): @@ -586,6 +654,7 @@ class GenerateNameProvider(Provider): Var = RuntimeVar ref = ParseRefResolver source = ParseSourceResolver + metric = ParseMetricResolver class RuntimeProvider(Provider): @@ -595,6 +664,7 @@ class RuntimeProvider(Provider): Var = RuntimeVar ref = RuntimeRefResolver source = RuntimeSourceResolver + metric = RuntimeMetricResolver class OperationProvider(RuntimeProvider): @@ -778,6 +848,10 @@ def ref(self) -> Callable: def source(self) -> Callable: return self.provider.source(self.db_wrapper, self.model, self.config, self.manifest) + @contextproperty + def metric(self) -> Callable: + return self.provider.metric(self.db_wrapper, self.model, self.config, self.manifest) + @contextproperty("config") def ctx_config(self) -> Config: """The `config` variable exists to handle end-user configuration for @@ -1355,7 +1429,7 @@ def validate_args(self, name, package): if not isinstance(name, str): raise ParsingException( f"In a metrics section in {self.model.original_file_path} " - f"the name argument to ref() must be a string" + "the name argument to ref() must be a string" ) @@ -1373,6 +1447,12 @@ def generate_parse_metrics( project, manifest, ), + "metric": ParseMetricResolver( + None, + metric, + project, + manifest, + ), } diff --git a/core/dbt/contracts/graph/manifest.py b/core/dbt/contracts/graph/manifest.py index 8c07e2ae4cd..e208422eea7 100644 --- a/core/dbt/contracts/graph/manifest.py +++ b/core/dbt/contracts/graph/manifest.py @@ -183,6 +183,39 @@ def perform_lookup(self, unique_id: UniqueID, manifest) -> ManifestNode: return manifest.nodes[unique_id] +class MetricLookup(dbtClassMixin): + def __init__(self, manifest: "Manifest"): + self.storage: Dict[str, Dict[PackageName, UniqueID]] = {} + self.populate(manifest) + + def get_unique_id(self, search_name, package: Optional[PackageName]): + return find_unique_id_for_package(self.storage, search_name, package) + + def find(self, search_name, package: Optional[PackageName], manifest: "Manifest"): + unique_id = self.get_unique_id(search_name, package) + if unique_id is not None: + return self.perform_lookup(unique_id, manifest) + return None + + def add_metric(self, metric: ParsedMetric): + if metric.search_name not in self.storage: + self.storage[metric.search_name] = {} + + self.storage[metric.search_name][metric.package_name] = metric.unique_id + + def populate(self, manifest): + for metric in manifest.metrics.values(): + if hasattr(metric, "name"): + self.add_metric(metric) + + def perform_lookup(self, unique_id: UniqueID, manifest: "Manifest") -> ParsedMetric: + if unique_id not in manifest.metrics: + raise dbt.exceptions.InternalException( + f"Metric {unique_id} found in cache but not found in manifest" + ) + return manifest.metrics[unique_id] + + # This handles both models/seeds/snapshots and sources class DisabledLookup(dbtClassMixin): def __init__(self, manifest: "Manifest"): @@ -434,6 +467,9 @@ class Disabled(Generic[D]): target: D +MaybeMetricNode = Optional[ParsedMetric] + + MaybeDocumentation = Optional[ParsedDocumentation] @@ -595,6 +631,9 @@ class Manifest(MacroMethods, DataClassMessagePackMixin, dbtClassMixin): _ref_lookup: Optional[RefableLookup] = field( default=None, metadata={"serialize": lambda x: None, "deserialize": lambda x: None} ) + _metric_lookup: Optional[MetricLookup] = field( + default=None, metadata={"serialize": lambda x: None, "deserialize": lambda x: None} + ) _disabled_lookup: Optional[DisabledLookup] = field( default=None, metadata={"serialize": lambda x: None, "deserialize": lambda x: None} ) @@ -833,6 +872,12 @@ def ref_lookup(self) -> RefableLookup: self._ref_lookup = RefableLookup(self) return self._ref_lookup + @property + def metric_lookup(self) -> MetricLookup: + if self._metric_lookup is None: + self._metric_lookup = MetricLookup(self) + return self._metric_lookup + def rebuild_ref_lookup(self): self._ref_lookup = RefableLookup(self) @@ -908,6 +953,22 @@ def resolve_source( return Disabled(disabled[0]) return None + def resolve_metric( + self, + target_metric_name: str, + target_metric_package: Optional[str], + current_project: str, + node_package: str, + ) -> MaybeMetricNode: + metric: Optional[ParsedMetric] = None + + candidates = _search_packages(current_project, node_package, target_metric_package) + for pkg in candidates: + metric = self.metric_lookup.find(target_metric_name, pkg, self) + if metric is not None: + return metric + return None + # Called by DocsRuntimeContext.doc def resolve_doc( self, @@ -1072,6 +1133,7 @@ def __reduce_ex__(self, protocol): self._doc_lookup, self._source_lookup, self._ref_lookup, + self._metric_lookup, self._disabled_lookup, self._analysis_lookup, ) @@ -1091,7 +1153,7 @@ def __init__(self, macros): @dataclass -@schema_version("manifest", 5) +@schema_version("manifest", 6) class WritableManifest(ArtifactMixin): nodes: Mapping[UniqueID, ManifestNode] = field( metadata=dict(description=("The nodes defined in the dbt project and its dependencies")) @@ -1137,7 +1199,7 @@ class WritableManifest(ArtifactMixin): @classmethod def compatible_previous_versions(self): - return [("manifest", 4)] + return [("manifest", 4), ("manifest", 5)] def __post_serialize__(self, dct): for unique_id, node in dct["nodes"].items(): diff --git a/core/dbt/contracts/graph/metrics.py b/core/dbt/contracts/graph/metrics.py new file mode 100644 index 00000000000..46d9b8334ff --- /dev/null +++ b/core/dbt/contracts/graph/metrics.py @@ -0,0 +1,70 @@ +from dbt.node_types import NodeType + + +class MetricReference(object): + def __init__(self, metric_name, package_name=None): + self.metric_name = metric_name + self.package_name = package_name + + def __str__(self): + return f"{self.metric_name}" + + +class ResolvedMetricReference(MetricReference): + """ + Simple proxy over a ParsedMetric which delegates property + lookups to the underlying node. Also adds helper functions + for working with metrics (ie. __str__ and templating functions) + """ + + def __init__(self, node, manifest, Relation): + super().__init__(node.name, node.package_name) + self.node = node + self.manifest = manifest + self.Relation = Relation + + def __getattr__(self, key): + return getattr(self.node, key) + + def __str__(self): + return f"{self.node.name}" + + @classmethod + def parent_metrics(cls, metric_node, manifest): + yield metric_node + + for parent_unique_id in metric_node.depends_on.nodes: + node = manifest.metrics.get(parent_unique_id) + if node and node.resource_type == NodeType.Metric: + yield from cls.parent_metrics(node, manifest) + + def parent_models(self): + in_scope_metrics = list(self.parent_metrics(self.node, self.manifest)) + + to_return = { + "base": [], + "derived": [], + } + for metric in in_scope_metrics: + if metric.type == "expression": + to_return["derived"].append( + {"metric_source": None, "metric": metric, "is_derived": True} + ) + else: + for node_unique_id in metric.depends_on.nodes: + node = self.manifest.nodes.get(node_unique_id) + if node and node.resource_type in NodeType.refable(): + to_return["base"].append( + { + "metric_relation_node": node, + "metric_relation": self.Relation.create( + database=node.database, + schema=node.schema, + identifier=node.alias, + ), + "metric": metric, + "is_derived": False, + } + ) + + return to_return diff --git a/core/dbt/contracts/graph/parsed.py b/core/dbt/contracts/graph/parsed.py index 4d9ad584699..f74e8864980 100644 --- a/core/dbt/contracts/graph/parsed.py +++ b/core/dbt/contracts/graph/parsed.py @@ -198,6 +198,7 @@ class ParsedNodeDefaults(NodeInfoMixin, ParsedNodeMandatory): tags: List[str] = field(default_factory=list) refs: List[List[str]] = field(default_factory=list) sources: List[List[str]] = field(default_factory=list) + metrics: List[List[str]] = field(default_factory=list) depends_on: DependsOn = field(default_factory=DependsOn) description: str = field(default="") columns: Dict[str, ColumnInfo] = field(default_factory=dict) @@ -793,24 +794,32 @@ def same_contents(self, old: Optional["ParsedExposure"]) -> bool: ) +@dataclass +class MetricReference(dbtClassMixin, Replaceable): + sql: Optional[Union[str, int]] + unique_id: Optional[str] + + @dataclass class ParsedMetric(UnparsedBaseNode, HasUniqueID, HasFqn): - model: str name: str description: str label: str type: str - sql: Optional[str] + sql: str timestamp: Optional[str] filters: List[MetricFilter] time_grains: List[str] dimensions: List[str] + model: Optional[str] = None + model_unique_id: Optional[str] = None resource_type: NodeType = NodeType.Metric meta: Dict[str, Any] = field(default_factory=dict) tags: List[str] = field(default_factory=list) sources: List[List[str]] = field(default_factory=list) depends_on: DependsOn = field(default_factory=DependsOn) refs: List[List[str]] = field(default_factory=list) + metrics: List[List[str]] = field(default_factory=list) created_at: float = field(default_factory=lambda: time.time()) @property diff --git a/core/dbt/contracts/graph/unparsed.py b/core/dbt/contracts/graph/unparsed.py index 066bd02a911..7fff9d8d37f 100644 --- a/core/dbt/contracts/graph/unparsed.py +++ b/core/dbt/contracts/graph/unparsed.py @@ -1,15 +1,11 @@ from dbt.node_types import NodeType -from dbt.contracts.util import ( - AdditionalPropertiesMixin, - Mergeable, - Replaceable, -) +from dbt.contracts.util import AdditionalPropertiesMixin, Mergeable, Replaceable # trigger the PathEncoder import dbt.helper_types # noqa:F401 from dbt.exceptions import CompilationException, ParsingException -from dbt.dataclass_schema import dbtClassMixin, StrEnum, ExtensibleDbtClassMixin +from dbt.dataclass_schema import dbtClassMixin, StrEnum, ExtensibleDbtClassMixin, ValidationError from dataclasses import dataclass, field from datetime import timedelta @@ -448,12 +444,15 @@ class MetricFilter(dbtClassMixin, Replaceable): @dataclass class UnparsedMetric(dbtClassMixin, Replaceable): - model: str + # TODO : verify that this disallows metric names with spaces + # TODO: fix validation that you broke :p + # name: Identifier name: str label: str type: str + model: Optional[str] = None description: str = "" - sql: Optional[str] = None + sql: Union[str, int] = "" timestamp: Optional[str] = None time_grains: List[str] = field(default_factory=list) dimensions: List[str] = field(default_factory=list) @@ -463,6 +462,15 @@ class UnparsedMetric(dbtClassMixin, Replaceable): @classmethod def validate(cls, data): + # super().validate(data) + # TODO: putting this back for now to get tests passing. Do we want to implement name: Identifier? super(UnparsedMetric, cls).validate(data) if "name" in data and " " in data["name"]: raise ParsingException(f"Metrics name '{data['name']}' cannot contain spaces") + + # TODO: Expressions _cannot_ have `model` properties + if data.get("model") is None and data.get("type") != "expression": + raise ValidationError("Non-expression metrics require a 'model' property") + + if data.get("model") is not None and data.get("type") == "expression": + raise ValidationError("Expression metrics cannot have a 'model' property") diff --git a/core/dbt/contracts/project.py b/core/dbt/contracts/project.py index 3985641f41e..91ba2e4b5a8 100644 --- a/core/dbt/contracts/project.py +++ b/core/dbt/contracts/project.py @@ -1,4 +1,4 @@ -from dbt.contracts.util import Replaceable, Mergeable, list_str +from dbt.contracts.util import Replaceable, Mergeable, list_str, Identifier from dbt.contracts.connection import QueryComment, UserConfigContract from dbt.helper_types import NoValue from dbt.dataclass_schema import ( @@ -7,7 +7,6 @@ HyphenatedDbtClassMixin, ExtensibleDbtClassMixin, register_pattern, - ValidatedStringMixin, ) from dataclasses import dataclass, field from typing import Optional, List, Dict, Union, Any @@ -19,25 +18,6 @@ DEFAULT_SEND_ANONYMOUS_USAGE_STATS = True -class Name(ValidatedStringMixin): - ValidationRegex = r"^[^\d\W]\w*$" - - @classmethod - def is_valid(cls, value: Any) -> bool: - if not isinstance(value, str): - return False - - try: - cls.validate(value) - except ValidationError: - return False - - return True - - -register_pattern(Name, r"^[^\d\W]\w*$") - - class SemverString(str, SerializableType): def _serialize(self) -> str: return self @@ -182,7 +162,7 @@ class RegistryPackageMetadata( @dataclass class Project(HyphenatedDbtClassMixin, Replaceable): - name: Name + name: Identifier version: Union[SemverString, float] config_version: int project_root: Optional[str] = None diff --git a/core/dbt/contracts/util.py b/core/dbt/contracts/util.py index 88ca4e5adbe..8cba61bb39d 100644 --- a/core/dbt/contracts/util.py +++ b/core/dbt/contracts/util.py @@ -9,6 +9,13 @@ from dbt.events.functions import get_invocation_id from dbt.dataclass_schema import dbtClassMixin +from dbt.dataclass_schema import ( + ValidatedStringMixin, + ValidationError, + register_pattern, +) + + SourceKey = Tuple[str, str] @@ -250,3 +257,22 @@ def validate(cls, data): super().validate(data) if cls.dbt_schema_version is None: raise InternalException("Cannot call from_dict with no schema version!") + + +class Identifier(ValidatedStringMixin): + ValidationRegex = r"^[^\d\W]\w*$" + + @classmethod + def is_valid(cls, value: Any) -> bool: + if not isinstance(value, str): + return False + + try: + cls.validate(value) + except ValidationError: + return False + + return True + + +register_pattern(Identifier, r"^[^\d\W]\w*$") diff --git a/core/dbt/exceptions.py b/core/dbt/exceptions.py index 88d92919933..d78f5a86c7b 100644 --- a/core/dbt/exceptions.py +++ b/core/dbt/exceptions.py @@ -520,6 +520,12 @@ def ref_invalid_args(model, args) -> NoReturn: raise_compiler_error("ref() takes at most two arguments ({} given)".format(len(args)), model) +def metric_invalid_args(model, args) -> NoReturn: + raise_compiler_error( + "metric() takes at most two arguments ({} given)".format(len(args)), model + ) + + def ref_bad_context(model, args) -> NoReturn: ref_args = ", ".join("'{}'".format(a) for a in args) ref_string = "{{{{ ref({}) }}}}".format(ref_args) @@ -650,6 +656,23 @@ def source_target_not_found( raise_compiler_error(msg, model) +def get_metric_not_found_msg( + model, + target_name: str, + target_package: Optional[str], +) -> str: + reason = "was not found" + return _get_target_failure_msg( + model, target_name, target_package, include_path=True, reason=reason, target_kind="metric" + ) + + +def metric_target_not_found(metric, target_name: str, target_package: Optional[str]) -> NoReturn: + msg = get_metric_not_found_msg(metric, target_name, target_package) + + raise_compiler_error(msg, metric) + + def dependency_not_found(model, target_model_name): raise_compiler_error( "'{}' depends on '{}' which is not in the graph!".format( diff --git a/core/dbt/main.py b/core/dbt/main.py index af30854fade..dae0fef66db 100644 --- a/core/dbt/main.py +++ b/core/dbt/main.py @@ -142,6 +142,7 @@ def main(args=None): exit_code = e.code except BaseException as e: + traceback.print_exc() fire_event(MainEncounteredError(e=str(e))) fire_event(MainStackTrace(stack_trace=traceback.format_exc())) exit_code = ExitCodes.UnhandledError.value diff --git a/core/dbt/parser/manifest.py b/core/dbt/parser/manifest.py index e6aa424d4b2..aec1a5dff6e 100644 --- a/core/dbt/parser/manifest.py +++ b/core/dbt/parser/manifest.py @@ -73,6 +73,7 @@ ref_target_not_found, get_target_not_found_or_disabled_msg, source_target_not_found, + metric_target_not_found, get_source_not_found_or_disabled_msg, warn_or_error, ) @@ -389,6 +390,7 @@ def load(self): self.process_sources(self.root_project.project_name) self.process_refs(self.root_project.project_name) self.process_docs(self.root_project) + self.process_metrics(self.root_project) # update tracking data self._perf_info.process_manifest_elapsed = time.perf_counter() - start_process @@ -833,6 +835,21 @@ def process_refs(self, current_project: str): continue _process_refs_for_metric(self.manifest, current_project, metric) + # Takes references in 'metrics' array of nodes and exposures, finds the target + # node, and updates 'depends_on.nodes' with the unique id + def process_metrics(self, config: RuntimeConfig): + current_project = config.project_name + for node in self.manifest.nodes.values(): + if node.created_at < self.started_at: + continue + _process_metrics_for_node(self.manifest, current_project, node) + for metric in self.manifest.metrics.values(): + # TODO: Can we do this if the metric is derived & depends on + # some other metric for its definition? Maybe.... + if metric.created_at < self.started_at: + continue + _process_metrics_for_node(self.manifest, current_project, metric) + # nodes: node and column descriptions # sources: source and table descriptions, column descriptions # macros: macro argument descriptions @@ -936,6 +953,19 @@ def invalid_source_fail_unless_test(node, target_name, target_table_name, disabl source_target_not_found(node, target_name, target_table_name, disabled=disabled) +def invalid_metric_fail_unless_test(node, target_metric_name, target_metric_package): + + if node.resource_type == NodeType.Test: + msg = get_target_not_found_or_disabled_msg(node, target_metric_name, target_metric_package) + warn_or_error(msg, log_fmt=warning_tag("{}")) + else: + metric_target_not_found( + node, + target_metric_name, + target_metric_package, + ) + + def _check_resource_uniqueness( manifest: Manifest, config: RuntimeConfig, @@ -1039,6 +1069,11 @@ def _process_docs_for_metrics(context: Dict[str, Any], metric: ParsedMetric) -> metric.description = get_rendered(metric.description, context) +# TODO: this isn't actually referenced anywhere? +def _process_derived_metrics(context: Dict[str, Any], metric: ParsedMetric) -> None: + metric.description = get_rendered(metric.description, context) + + def _process_refs_for_exposure(manifest: Manifest, current_project: str, exposure: ParsedExposure): """Given a manifest and exposure in that manifest, process its refs""" for ref in exposure.refs: @@ -1121,6 +1156,48 @@ def _process_refs_for_metric(manifest: Manifest, current_project: str, metric: P manifest.update_metric(metric) +def _process_metrics_for_node( + manifest: Manifest, current_project: str, node: Union[ManifestNode, ParsedMetric] +): + """Given a manifest and a node in that manifest, process its metrics""" + for metric in node.metrics: + target_metric: Optional[ParsedMetric] = None + target_metric_name: str + target_metric_package: Optional[str] = None + + if len(metric) == 1: + target_metric_name = metric[0] + elif len(metric) == 2: + target_metric_package, target_metric_name = metric + else: + raise dbt.exceptions.InternalException( + f"Metric references should always be 1 or 2 arguments - got {len(metric)}" + ) + + # Resolve_ref + target_metric = manifest.resolve_metric( + target_metric_name, + target_metric_package, + current_project, + node.package_name, + ) + + if target_metric is None: + # This may raise. Even if it doesn't, we don't want to add + # this node to the graph b/c there is no destination node + invalid_metric_fail_unless_test( + node, + target_metric_name, + target_metric_package, + ) + + continue + + target_metric_id = target_metric.unique_id + + node.depends_on.nodes.append(target_metric_id) + + def _process_refs_for_node(manifest: Manifest, current_project: str, node: ManifestNode): """Given a manifest and a node in that manifest, process its refs""" for ref in node.refs: diff --git a/core/dbt/parser/schema_renderer.py b/core/dbt/parser/schema_renderer.py index 82aab537751..52a52fefd77 100644 --- a/core/dbt/parser/schema_renderer.py +++ b/core/dbt/parser/schema_renderer.py @@ -66,6 +66,9 @@ def should_render_keypath(self, keypath: Keypath) -> bool: return False elif self._is_norender_key(keypath[0:]): return False + elif self.key == "metrics": + if keypath[0] == "sql": + return False else: # models, seeds, snapshots, analyses if self._is_norender_key(keypath[0:]): return False diff --git a/core/dbt/parser/schemas.py b/core/dbt/parser/schemas.py index a527181ec86..80c8bfbc26c 100644 --- a/core/dbt/parser/schemas.py +++ b/core/dbt/parser/schemas.py @@ -1029,7 +1029,7 @@ def parse_metric(self, unparsed: UnparsedMetric) -> ParsedMetric: description=unparsed.description, label=unparsed.label, type=unparsed.type, - sql=unparsed.sql, + sql=str(unparsed.sql), timestamp=unparsed.timestamp, dimensions=unparsed.dimensions, time_grains=unparsed.time_grains, @@ -1044,8 +1044,17 @@ def parse_metric(self, unparsed: UnparsedMetric) -> ParsedMetric: self.schema_parser.manifest, package_name, ) - model_ref = "{{ " + unparsed.model + " }}" - get_rendered(model_ref, ctx, parsed, capture_macros=True) + + if parsed.model is not None: + model_ref = "{{ " + parsed.model + " }}" + get_rendered(model_ref, ctx, parsed) + + parsed.sql = get_rendered( + parsed.sql, + ctx, + node=parsed, + ) + return parsed def parse(self) -> Iterable[ParsedMetric]: diff --git a/core/dbt/task/init.py b/core/dbt/task/init.py index d90f948d324..bb2134d138b 100644 --- a/core/dbt/task/init.py +++ b/core/dbt/task/init.py @@ -14,7 +14,7 @@ from dbt.version import _get_adapter_plugin_names from dbt.adapters.factory import load_plugin, get_include_paths -from dbt.contracts.project import Name as ProjectName +from dbt.contracts.util import Identifier as ProjectName from dbt.events.functions import fire_event from dbt.events.types import ( diff --git a/schemas/dbt/manifest/v6.json b/schemas/dbt/manifest/v6.json new file mode 100644 index 00000000000..79b627332cf --- /dev/null +++ b/schemas/dbt/manifest/v6.json @@ -0,0 +1,6209 @@ +{ + "type": "object", + "required": [ + "metadata", + "nodes", + "sources", + "macros", + "docs", + "exposures", + "metrics", + "selectors" + ], + "properties": { + "metadata": { + "$ref": "#/definitions/ManifestMetadata", + "description": "Metadata about the manifest" + }, + "nodes": { + "type": "object", + "additionalProperties": { + "oneOf": [ + { + "$ref": "#/definitions/CompiledAnalysisNode" + }, + { + "$ref": "#/definitions/CompiledSingularTestNode" + }, + { + "$ref": "#/definitions/CompiledModelNode" + }, + { + "$ref": "#/definitions/CompiledHookNode" + }, + { + "$ref": "#/definitions/CompiledRPCNode" + }, + { + "$ref": "#/definitions/CompiledSqlNode" + }, + { + "$ref": "#/definitions/CompiledGenericTestNode" + }, + { + "$ref": "#/definitions/CompiledSeedNode" + }, + { + "$ref": "#/definitions/CompiledSnapshotNode" + }, + { + "$ref": "#/definitions/ParsedAnalysisNode" + }, + { + "$ref": "#/definitions/ParsedSingularTestNode" + }, + { + "$ref": "#/definitions/ParsedHookNode" + }, + { + "$ref": "#/definitions/ParsedModelNode" + }, + { + "$ref": "#/definitions/ParsedRPCNode" + }, + { + "$ref": "#/definitions/ParsedSqlNode" + }, + { + "$ref": "#/definitions/ParsedGenericTestNode" + }, + { + "$ref": "#/definitions/ParsedSeedNode" + }, + { + "$ref": "#/definitions/ParsedSnapshotNode" + } + ] + }, + "description": "The nodes defined in the dbt project and its dependencies" + }, + "sources": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ParsedSourceDefinition" + }, + "description": "The sources defined in the dbt project and its dependencies" + }, + "macros": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ParsedMacro" + }, + "description": "The macros defined in the dbt project and its dependencies" + }, + "docs": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ParsedDocumentation" + }, + "description": "The docs defined in the dbt project and its dependencies" + }, + "exposures": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ParsedExposure" + }, + "description": "The exposures defined in the dbt project and its dependencies" + }, + "metrics": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ParsedMetric" + }, + "description": "The metrics defined in the dbt project and its dependencies" + }, + "selectors": { + "type": "object", + "description": "The selectors defined in selectors.yml" + }, + "disabled": { + "oneOf": [ + { + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "oneOf": [ + { + "$ref": "#/definitions/CompiledAnalysisNode" + }, + { + "$ref": "#/definitions/CompiledSingularTestNode" + }, + { + "$ref": "#/definitions/CompiledModelNode" + }, + { + "$ref": "#/definitions/CompiledHookNode" + }, + { + "$ref": "#/definitions/CompiledRPCNode" + }, + { + "$ref": "#/definitions/CompiledSqlNode" + }, + { + "$ref": "#/definitions/CompiledGenericTestNode" + }, + { + "$ref": "#/definitions/CompiledSeedNode" + }, + { + "$ref": "#/definitions/CompiledSnapshotNode" + }, + { + "$ref": "#/definitions/ParsedAnalysisNode" + }, + { + "$ref": "#/definitions/ParsedSingularTestNode" + }, + { + "$ref": "#/definitions/ParsedHookNode" + }, + { + "$ref": "#/definitions/ParsedModelNode" + }, + { + "$ref": "#/definitions/ParsedRPCNode" + }, + { + "$ref": "#/definitions/ParsedSqlNode" + }, + { + "$ref": "#/definitions/ParsedGenericTestNode" + }, + { + "$ref": "#/definitions/ParsedSeedNode" + }, + { + "$ref": "#/definitions/ParsedSnapshotNode" + }, + { + "$ref": "#/definitions/ParsedSourceDefinition" + } + ] + } + } + }, + { + "type": "null" + } + ], + "description": "A mapping of the disabled nodes in the target" + }, + "parent_map": { + "oneOf": [ + { + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "type": "string" + } + } + }, + { + "type": "null" + } + ], + "description": "A mapping from\u00a0child nodes to their dependencies" + }, + "child_map": { + "oneOf": [ + { + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "type": "string" + } + } + }, + { + "type": "null" + } + ], + "description": "A mapping from parent nodes to their dependents" + } + }, + "additionalProperties": false, + "description": "WritableManifest(metadata: dbt.contracts.graph.manifest.ManifestMetadata, nodes: Mapping[str, Union[dbt.contracts.graph.compiled.CompiledAnalysisNode, dbt.contracts.graph.compiled.CompiledSingularTestNode, dbt.contracts.graph.compiled.CompiledModelNode, dbt.contracts.graph.compiled.CompiledHookNode, dbt.contracts.graph.compiled.CompiledRPCNode, dbt.contracts.graph.compiled.CompiledSqlNode, dbt.contracts.graph.compiled.CompiledGenericTestNode, dbt.contracts.graph.compiled.CompiledSeedNode, dbt.contracts.graph.compiled.CompiledSnapshotNode, dbt.contracts.graph.parsed.ParsedAnalysisNode, dbt.contracts.graph.parsed.ParsedSingularTestNode, dbt.contracts.graph.parsed.ParsedHookNode, dbt.contracts.graph.parsed.ParsedModelNode, dbt.contracts.graph.parsed.ParsedRPCNode, dbt.contracts.graph.parsed.ParsedSqlNode, dbt.contracts.graph.parsed.ParsedGenericTestNode, dbt.contracts.graph.parsed.ParsedSeedNode, dbt.contracts.graph.parsed.ParsedSnapshotNode]], sources: Mapping[str, dbt.contracts.graph.parsed.ParsedSourceDefinition], macros: Mapping[str, dbt.contracts.graph.parsed.ParsedMacro], docs: Mapping[str, dbt.contracts.graph.parsed.ParsedDocumentation], exposures: Mapping[str, dbt.contracts.graph.parsed.ParsedExposure], metrics: Mapping[str, dbt.contracts.graph.parsed.ParsedMetric], selectors: Mapping[str, Any], disabled: Optional[Mapping[str, List[Union[dbt.contracts.graph.compiled.CompiledAnalysisNode, dbt.contracts.graph.compiled.CompiledSingularTestNode, dbt.contracts.graph.compiled.CompiledModelNode, dbt.contracts.graph.compiled.CompiledHookNode, dbt.contracts.graph.compiled.CompiledRPCNode, dbt.contracts.graph.compiled.CompiledSqlNode, dbt.contracts.graph.compiled.CompiledGenericTestNode, dbt.contracts.graph.compiled.CompiledSeedNode, dbt.contracts.graph.compiled.CompiledSnapshotNode, dbt.contracts.graph.parsed.ParsedAnalysisNode, dbt.contracts.graph.parsed.ParsedSingularTestNode, dbt.contracts.graph.parsed.ParsedHookNode, dbt.contracts.graph.parsed.ParsedModelNode, dbt.contracts.graph.parsed.ParsedRPCNode, dbt.contracts.graph.parsed.ParsedSqlNode, dbt.contracts.graph.parsed.ParsedGenericTestNode, dbt.contracts.graph.parsed.ParsedSeedNode, dbt.contracts.graph.parsed.ParsedSnapshotNode, dbt.contracts.graph.parsed.ParsedSourceDefinition]]]], parent_map: Optional[Dict[str, List[str]]], child_map: Optional[Dict[str, List[str]]])", + "definitions": { + "ManifestMetadata": { + "type": "object", + "required": [], + "properties": { + "dbt_schema_version": { + "type": "string", + "default": "https://schemas.getdbt.com/dbt/manifest/v6.json" + }, + "dbt_version": { + "type": "string", + "default": "1.2.0a1" + }, + "generated_at": { + "type": "string", + "format": "date-time", + "default": "2022-07-05T17:06:02.022011Z" + }, + "invocation_id": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": "6cec400a-e8a4-4480-8ceb-d35589d12bab" + }, + "env": { + "type": "object", + "additionalProperties": { + "type": "string" + }, + "default": {} + }, + "project_id": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "description": "A unique identifier for the project" + }, + "user_id": { + "oneOf": [ + { + "type": "string", + "pattern": "[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}" + }, + { + "type": "null" + } + ], + "description": "A unique identifier for the user" + }, + "send_anonymous_usage_stats": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ], + "description": "Whether dbt is configured to send anonymous usage statistics" + }, + "adapter_type": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "description": "The type name of the adapter" + } + }, + "additionalProperties": false, + "description": "Metadata for the manifest." + }, + "CompiledAnalysisNode": { + "type": "object", + "required": [ + "raw_sql", + "compiled", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "compiled": { + "type": "boolean" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "analysis" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.0262258 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "compiled_sql": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "CompiledAnalysisNode(raw_sql: str, compiled: bool, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , compiled_sql: Optional[str] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.compiled.InjectedCTE] = , relation_name: Optional[str] = None, _pre_injected_sql: Optional[str] = None)" + }, + "FileHash": { + "type": "object", + "required": [ + "name", + "checksum" + ], + "properties": { + "name": { + "type": "string" + }, + "checksum": { + "type": "string" + } + }, + "additionalProperties": false, + "description": "FileHash(name: str, checksum: str)" + }, + "NodeConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + }, + "alias": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "tags": { + "oneOf": [ + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "string" + } + ], + "default": [] + }, + "meta": { + "type": "object", + "default": {} + }, + "materialized": { + "type": "string", + "default": "view" + }, + "persist_docs": { + "type": "object", + "default": {} + }, + "post-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "pre-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "quoting": { + "type": "object", + "default": {} + }, + "column_types": { + "type": "object", + "default": {} + }, + "full_refresh": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "unique_key": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "null" + } + ] + }, + "on_schema_change": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": "ignore" + }, + "grants": { + "type": "object", + "default": {} + } + }, + "additionalProperties": true, + "description": "NodeConfig(_extra: Dict[str, Any] = , enabled: bool = True, alias: Optional[str] = None, schema: Optional[str] = None, database: Optional[str] = None, tags: Union[List[str], str] = , meta: Dict[str, Any] = , materialized: str = 'view', persist_docs: Dict[str, Any] = , post_hook: List[dbt.contracts.graph.model_config.Hook] = , pre_hook: List[dbt.contracts.graph.model_config.Hook] = , quoting: Dict[str, Any] = , column_types: Dict[str, Any] = , full_refresh: Optional[bool] = None, unique_key: Union[str, List[str], NoneType] = None, on_schema_change: Optional[str] = 'ignore', grants: Dict[str, Any] = )" + }, + "Hook": { + "type": "object", + "required": [ + "sql" + ], + "properties": { + "sql": { + "type": "string" + }, + "transaction": { + "type": "boolean", + "default": true + }, + "index": { + "oneOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Hook(sql: str, transaction: bool = True, index: Optional[int] = None)" + }, + "DependsOn": { + "type": "object", + "required": [], + "properties": { + "macros": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "nodes": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + } + }, + "additionalProperties": false, + "description": "DependsOn(macros: List[str] = , nodes: List[str] = )" + }, + "ColumnInfo": { + "type": "object", + "required": [ + "name" + ], + "properties": { + "name": { + "type": "string" + }, + "description": { + "type": "string", + "default": "" + }, + "meta": { + "type": "object", + "default": {} + }, + "data_type": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "quote": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + } + }, + "additionalProperties": true, + "description": "ColumnInfo(name: str, description: str = '', meta: Dict[str, Any] = , data_type: Optional[str] = None, quote: Optional[bool] = None, tags: List[str] = , _extra: Dict[str, Any] = )" + }, + "Docs": { + "type": "object", + "required": [], + "properties": { + "show": { + "type": "boolean", + "default": true + } + }, + "additionalProperties": false, + "description": "Docs(show: bool = True)" + }, + "InjectedCTE": { + "type": "object", + "required": [ + "id", + "sql" + ], + "properties": { + "id": { + "type": "string" + }, + "sql": { + "type": "string" + } + }, + "additionalProperties": false, + "description": "InjectedCTE(id: str, sql: str)" + }, + "CompiledSingularTestNode": { + "type": "object", + "required": [ + "raw_sql", + "compiled", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "compiled": { + "type": "boolean" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "test" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/TestConfig", + "default": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.028276 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "compiled_sql": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "CompiledSingularTestNode(raw_sql: str, compiled: bool, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.TestConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , compiled_sql: Optional[str] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.compiled.InjectedCTE] = , relation_name: Optional[str] = None, _pre_injected_sql: Optional[str] = None)" + }, + "TestConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + }, + "alias": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": "dbt_test__audit" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "tags": { + "oneOf": [ + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "string" + } + ], + "default": [] + }, + "meta": { + "type": "object", + "default": {} + }, + "materialized": { + "type": "string", + "default": "test" + }, + "severity": { + "type": "string", + "pattern": "^([Ww][Aa][Rr][Nn]|[Ee][Rr][Rr][Oo][Rr])$", + "default": "ERROR" + }, + "store_failures": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "where": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "limit": { + "oneOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ] + }, + "fail_calc": { + "type": "string", + "default": "count(*)" + }, + "warn_if": { + "type": "string", + "default": "!= 0" + }, + "error_if": { + "type": "string", + "default": "!= 0" + } + }, + "additionalProperties": true, + "description": "TestConfig(_extra: Dict[str, Any] = , enabled: bool = True, alias: Optional[str] = None, schema: Optional[str] = 'dbt_test__audit', database: Optional[str] = None, tags: Union[List[str], str] = , meta: Dict[str, Any] = , materialized: str = 'test', severity: dbt.contracts.graph.model_config.Severity = 'ERROR', store_failures: Optional[bool] = None, where: Optional[str] = None, limit: Optional[int] = None, fail_calc: str = 'count(*)', warn_if: str = '!= 0', error_if: str = '!= 0')" + }, + "CompiledModelNode": { + "type": "object", + "required": [ + "raw_sql", + "compiled", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "compiled": { + "type": "boolean" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "model" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.0294158 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "compiled_sql": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "CompiledModelNode(raw_sql: str, compiled: bool, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , compiled_sql: Optional[str] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.compiled.InjectedCTE] = , relation_name: Optional[str] = None, _pre_injected_sql: Optional[str] = None)" + }, + "CompiledHookNode": { + "type": "object", + "required": [ + "raw_sql", + "compiled", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "compiled": { + "type": "boolean" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "operation" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.030488 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "compiled_sql": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "index": { + "oneOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "CompiledHookNode(raw_sql: str, compiled: bool, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , compiled_sql: Optional[str] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.compiled.InjectedCTE] = , relation_name: Optional[str] = None, _pre_injected_sql: Optional[str] = None, index: Optional[int] = None)" + }, + "CompiledRPCNode": { + "type": "object", + "required": [ + "raw_sql", + "compiled", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "compiled": { + "type": "boolean" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "rpc" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.031699 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "compiled_sql": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "CompiledRPCNode(raw_sql: str, compiled: bool, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , compiled_sql: Optional[str] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.compiled.InjectedCTE] = , relation_name: Optional[str] = None, _pre_injected_sql: Optional[str] = None)" + }, + "CompiledSqlNode": { + "type": "object", + "required": [ + "raw_sql", + "compiled", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "compiled": { + "type": "boolean" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "sql" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.032803 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "compiled_sql": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "CompiledSqlNode(raw_sql: str, compiled: bool, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , compiled_sql: Optional[str] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.compiled.InjectedCTE] = , relation_name: Optional[str] = None, _pre_injected_sql: Optional[str] = None)" + }, + "CompiledGenericTestNode": { + "type": "object", + "required": [ + "raw_sql", + "test_metadata", + "compiled", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "test_metadata": { + "$ref": "#/definitions/TestMetadata" + }, + "compiled": { + "type": "boolean" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "test" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/TestConfig", + "default": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.0341172 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "compiled_sql": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "column_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "file_key_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "CompiledGenericTestNode(raw_sql: str, test_metadata: dbt.contracts.graph.parsed.TestMetadata, compiled: bool, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.TestConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , compiled_sql: Optional[str] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.compiled.InjectedCTE] = , relation_name: Optional[str] = None, _pre_injected_sql: Optional[str] = None, column_name: Optional[str] = None, file_key_name: Optional[str] = None)" + }, + "TestMetadata": { + "type": "object", + "required": [ + "name" + ], + "properties": { + "name": { + "type": "string" + }, + "kwargs": { + "type": "object", + "default": {} + }, + "namespace": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "TestMetadata(name: str, kwargs: Dict[str, Any] = , namespace: Optional[str] = None)" + }, + "CompiledSeedNode": { + "type": "object", + "required": [ + "raw_sql", + "compiled", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "compiled": { + "type": "boolean" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "seed" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/SeedConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "seed", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "quote_columns": null, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.035997 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "compiled_sql": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "CompiledSeedNode(raw_sql: str, compiled: bool, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.SeedConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , compiled_sql: Optional[str] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.compiled.InjectedCTE] = , relation_name: Optional[str] = None, _pre_injected_sql: Optional[str] = None)" + }, + "SeedConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + }, + "alias": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "tags": { + "oneOf": [ + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "string" + } + ], + "default": [] + }, + "meta": { + "type": "object", + "default": {} + }, + "materialized": { + "type": "string", + "default": "seed" + }, + "persist_docs": { + "type": "object", + "default": {} + }, + "post-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "pre-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "quoting": { + "type": "object", + "default": {} + }, + "column_types": { + "type": "object", + "default": {} + }, + "full_refresh": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "unique_key": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "null" + } + ] + }, + "on_schema_change": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": "ignore" + }, + "grants": { + "type": "object", + "default": {} + }, + "quote_columns": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": true, + "description": "SeedConfig(_extra: Dict[str, Any] = , enabled: bool = True, alias: Optional[str] = None, schema: Optional[str] = None, database: Optional[str] = None, tags: Union[List[str], str] = , meta: Dict[str, Any] = , materialized: str = 'seed', persist_docs: Dict[str, Any] = , post_hook: List[dbt.contracts.graph.model_config.Hook] = , pre_hook: List[dbt.contracts.graph.model_config.Hook] = , quoting: Dict[str, Any] = , column_types: Dict[str, Any] = , full_refresh: Optional[bool] = None, unique_key: Union[str, List[str], NoneType] = None, on_schema_change: Optional[str] = 'ignore', grants: Dict[str, Any] = , quote_columns: Optional[bool] = None)" + }, + "CompiledSnapshotNode": { + "type": "object", + "required": [ + "raw_sql", + "compiled", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "compiled": { + "type": "boolean" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "snapshot" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.037313 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "compiled_sql": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "CompiledSnapshotNode(raw_sql: str, compiled: bool, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , compiled_sql: Optional[str] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.compiled.InjectedCTE] = , relation_name: Optional[str] = None, _pre_injected_sql: Optional[str] = None)" + }, + "ParsedAnalysisNode": { + "type": "object", + "required": [ + "raw_sql", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "analysis" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.038346 + }, + "config_call_dict": { + "type": "object", + "default": {} + } + }, + "additionalProperties": false, + "description": "ParsedAnalysisNode(raw_sql: str, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = )" + }, + "ParsedSingularTestNode": { + "type": "object", + "required": [ + "raw_sql", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "test" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/TestConfig", + "default": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.039365 + }, + "config_call_dict": { + "type": "object", + "default": {} + } + }, + "additionalProperties": false, + "description": "ParsedSingularTestNode(raw_sql: str, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.TestConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = )" + }, + "ParsedHookNode": { + "type": "object", + "required": [ + "raw_sql", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "operation" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.0402749 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "index": { + "oneOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "ParsedHookNode(raw_sql: str, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , index: Optional[int] = None)" + }, + "ParsedModelNode": { + "type": "object", + "required": [ + "raw_sql", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "model" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.041198 + }, + "config_call_dict": { + "type": "object", + "default": {} + } + }, + "additionalProperties": false, + "description": "ParsedModelNode(raw_sql: str, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = )" + }, + "ParsedRPCNode": { + "type": "object", + "required": [ + "raw_sql", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "rpc" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.0420969 + }, + "config_call_dict": { + "type": "object", + "default": {} + } + }, + "additionalProperties": false, + "description": "ParsedRPCNode(raw_sql: str, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = )" + }, + "ParsedSqlNode": { + "type": "object", + "required": [ + "raw_sql", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "sql" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.0429912 + }, + "config_call_dict": { + "type": "object", + "default": {} + } + }, + "additionalProperties": false, + "description": "ParsedSqlNode(raw_sql: str, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = )" + }, + "ParsedGenericTestNode": { + "type": "object", + "required": [ + "raw_sql", + "test_metadata", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "test_metadata": { + "$ref": "#/definitions/TestMetadata" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "test" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/TestConfig", + "default": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.043911 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "column_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "file_key_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "ParsedGenericTestNode(raw_sql: str, test_metadata: dbt.contracts.graph.parsed.TestMetadata, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.TestConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , column_name: Optional[str] = None, file_key_name: Optional[str] = None)" + }, + "ParsedSeedNode": { + "type": "object", + "required": [ + "raw_sql", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "seed" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/SeedConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "materialized": "seed", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "grants": {}, + "quote_columns": null, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.044916 + }, + "config_call_dict": { + "type": "object", + "default": {} + } + }, + "additionalProperties": false, + "description": "ParsedSeedNode(raw_sql: str, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.SeedConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = )" + }, + "ParsedSnapshotNode": { + "type": "object", + "required": [ + "raw_sql", + "schema", + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "resource_type", + "alias", + "checksum", + "config" + ], + "properties": { + "raw_sql": { + "type": "string" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "snapshot" + ] + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/SnapshotConfig" + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1657040762.04684 + }, + "config_call_dict": { + "type": "object", + "default": {} + } + }, + "additionalProperties": false, + "description": "ParsedSnapshotNode(raw_sql: str, database: Optional[str], schema: str, fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, resource_type: dbt.node_types.NodeType, alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.SnapshotConfig, _event_status: Dict[str, Any] = , tags: List[str] = , refs: List[List[str]] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, compiled_path: Optional[str] = None, build_path: Optional[str] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = )" + }, + "SnapshotConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + }, + "alias": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "tags": { + "oneOf": [ + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "string" + } + ], + "default": [] + }, + "meta": { + "type": "object", + "default": {} + }, + "materialized": { + "type": "string", + "default": "snapshot" + }, + "persist_docs": { + "type": "object", + "default": {} + }, + "post-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "pre-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "quoting": { + "type": "object", + "default": {} + }, + "column_types": { + "type": "object", + "default": {} + }, + "full_refresh": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "unique_key": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "on_schema_change": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": "ignore" + }, + "grants": { + "type": "object", + "default": {} + }, + "strategy": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "target_schema": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "target_database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "updated_at": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "check_cols": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": true, + "description": "SnapshotConfig(_extra: Dict[str, Any] = , enabled: bool = True, alias: Optional[str] = None, schema: Optional[str] = None, database: Optional[str] = None, tags: Union[List[str], str] = , meta: Dict[str, Any] = , materialized: str = 'snapshot', persist_docs: Dict[str, Any] = , post_hook: List[dbt.contracts.graph.model_config.Hook] = , pre_hook: List[dbt.contracts.graph.model_config.Hook] = , quoting: Dict[str, Any] = , column_types: Dict[str, Any] = , full_refresh: Optional[bool] = None, unique_key: Optional[str] = None, on_schema_change: Optional[str] = 'ignore', grants: Dict[str, Any] = , strategy: Optional[str] = None, target_schema: Optional[str] = None, target_database: Optional[str] = None, updated_at: Optional[str] = None, check_cols: Union[str, List[str], NoneType] = None)" + }, + "ParsedSourceDefinition": { + "type": "object", + "required": [ + "fqn", + "schema", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "source_name", + "source_description", + "loader", + "identifier", + "resource_type" + ], + "properties": { + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "source_name": { + "type": "string" + }, + "source_description": { + "type": "string" + }, + "loader": { + "type": "string" + }, + "identifier": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "source" + ] + }, + "quoting": { + "$ref": "#/definitions/Quoting", + "default": { + "database": null, + "schema": null, + "identifier": null, + "column": null + } + }, + "loaded_at_field": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "freshness": { + "oneOf": [ + { + "$ref": "#/definitions/FreshnessThreshold" + }, + { + "type": "null" + } + ] + }, + "external": { + "oneOf": [ + { + "$ref": "#/definitions/ExternalTable" + }, + { + "type": "null" + } + ] + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "source_meta": { + "type": "object", + "default": {} + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "config": { + "$ref": "#/definitions/SourceConfig", + "default": { + "enabled": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "created_at": { + "type": "number", + "default": 1657040762.048556 + } + }, + "additionalProperties": false, + "description": "ParsedSourceDefinition(fqn: List[str], database: Optional[str], schema: str, unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, source_name: str, source_description: str, loader: str, identifier: str, resource_type: dbt.node_types.NodeType, _event_status: Dict[str, Any] = , quoting: dbt.contracts.graph.unparsed.Quoting = , loaded_at_field: Optional[str] = None, freshness: Optional[dbt.contracts.graph.unparsed.FreshnessThreshold] = None, external: Optional[dbt.contracts.graph.unparsed.ExternalTable] = None, description: str = '', columns: Dict[str, dbt.contracts.graph.parsed.ColumnInfo] = , meta: Dict[str, Any] = , source_meta: Dict[str, Any] = , tags: List[str] = , config: dbt.contracts.graph.model_config.SourceConfig = , patch_path: Optional[pathlib.Path] = None, unrendered_config: Dict[str, Any] = , relation_name: Optional[str] = None, created_at: float = )" + }, + "Quoting": { + "type": "object", + "required": [], + "properties": { + "database": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "schema": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "identifier": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "column": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Quoting(database: Optional[bool] = None, schema: Optional[bool] = None, identifier: Optional[bool] = None, column: Optional[bool] = None)" + }, + "FreshnessThreshold": { + "type": "object", + "required": [], + "properties": { + "warn_after": { + "oneOf": [ + { + "$ref": "#/definitions/Time" + }, + { + "type": "null" + } + ], + "default": { + "count": null, + "period": null + } + }, + "error_after": { + "oneOf": [ + { + "$ref": "#/definitions/Time" + }, + { + "type": "null" + } + ], + "default": { + "count": null, + "period": null + } + }, + "filter": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "FreshnessThreshold(warn_after: Optional[dbt.contracts.graph.unparsed.Time] = , error_after: Optional[dbt.contracts.graph.unparsed.Time] = , filter: Optional[str] = None)" + }, + "FreshnessMetadata": { + "type": "object", + "required": [], + "properties": { + "dbt_schema_version": { + "type": "string", + "default": "https://schemas.getdbt.com/dbt/sources/v3.json" + }, + "dbt_version": { + "type": "string", + "default": "1.2.0a1" + }, + "generated_at": { + "type": "string", + "format": "date-time", + "default": "2022-07-05T17:06:02.017833Z" + }, + "invocation_id": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": "6cec400a-e8a4-4480-8ceb-d35589d12bab" + }, + "env": { + "type": "object", + "additionalProperties": { + "type": "string" + }, + "default": {} + } + }, + "additionalProperties": false, + "description": "FreshnessMetadata(dbt_schema_version: str = , dbt_version: str = '1.2.0a1', generated_at: datetime.datetime = , invocation_id: Optional[str] = , env: Dict[str, str] = )" + }, + "SourceFreshnessRuntimeError": { + "type": "object", + "required": [ + "unique_id", + "status" + ], + "properties": { + "unique_id": { + "type": "string" + }, + "error": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "integer" + }, + { + "type": "null" + } + ] + }, + "status": { + "type": "string", + "enum": [ + "runtime error" + ] + } + }, + "additionalProperties": false, + "description": "SourceFreshnessRuntimeError(unique_id: str, error: Union[str, int, NoneType], status: dbt.contracts.results.FreshnessErrorEnum)" + }, + "SourceFreshnessOutput": { + "type": "object", + "required": [ + "unique_id", + "max_loaded_at", + "snapshotted_at", + "max_loaded_at_time_ago_in_s", + "status", + "criteria", + "adapter_response", + "timing", + "thread_id", + "execution_time" + ], + "properties": { + "unique_id": { + "type": "string" + }, + "max_loaded_at": { + "type": "string", + "format": "date-time" + }, + "snapshotted_at": { + "type": "string", + "format": "date-time" + }, + "max_loaded_at_time_ago_in_s": { + "type": "number" + }, + "status": { + "type": "string", + "enum": [ + "pass", + "warn", + "error", + "runtime error" + ] + }, + "criteria": { + "$ref": "#/definitions/FreshnessThreshold" + }, + "adapter_response": { + "type": "object" + }, + "timing": { + "type": "array", + "items": { + "$ref": "#/definitions/TimingInfo" + } + }, + "thread_id": { + "type": "string" + }, + "execution_time": { + "type": "number" + } + }, + "additionalProperties": false, + "description": "SourceFreshnessOutput(unique_id: str, max_loaded_at: datetime.datetime, snapshotted_at: datetime.datetime, max_loaded_at_time_ago_in_s: float, status: dbt.contracts.results.FreshnessStatus, criteria: dbt.contracts.graph.unparsed.FreshnessThreshold, adapter_response: Dict[str, Any], timing: List[dbt.contracts.results.TimingInfo], thread_id: str, execution_time: float)" + }, + "Time": { + "type": "object", + "required": [], + "properties": { + "count": { + "oneOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ] + }, + "period": { + "oneOf": [ + { + "type": "string", + "enum": [ + "minute", + "hour", + "day" + ] + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Time(count: Optional[int] = None, period: Optional[dbt.contracts.graph.unparsed.TimePeriod] = None)" + }, + "TimingInfo": { + "type": "object", + "required": [ + "name" + ], + "properties": { + "name": { + "type": "string" + }, + "started_at": { + "oneOf": [ + { + "type": "string", + "format": "date-time" + }, + { + "type": "null" + } + ] + }, + "completed_at": { + "oneOf": [ + { + "type": "string", + "format": "date-time" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "TimingInfo(name: str, started_at: Optional[datetime.datetime] = None, completed_at: Optional[datetime.datetime] = None)" + }, + "ExternalTable": { + "type": "object", + "required": [], + "properties": { + "location": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "file_format": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "row_format": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "tbl_properties": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "partitions": { + "oneOf": [ + { + "type": "array", + "items": { + "$ref": "#/definitions/ExternalPartition" + } + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": true, + "description": "ExternalTable(_extra: Dict[str, Any] = , location: Optional[str] = None, file_format: Optional[str] = None, row_format: Optional[str] = None, tbl_properties: Optional[str] = None, partitions: Optional[List[dbt.contracts.graph.unparsed.ExternalPartition]] = None)" + }, + "ExternalPartition": { + "type": "object", + "required": [], + "properties": { + "name": { + "type": "string", + "default": "" + }, + "description": { + "type": "string", + "default": "" + }, + "data_type": { + "type": "string", + "default": "" + }, + "meta": { + "type": "object", + "default": {} + } + }, + "additionalProperties": true, + "description": "ExternalPartition(_extra: Dict[str, Any] = , name: str = '', description: str = '', data_type: str = '', meta: Dict[str, Any] = )" + }, + "SourceConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + } + }, + "additionalProperties": true, + "description": "SourceConfig(_extra: Dict[str, Any] = , enabled: bool = True)" + }, + "ParsedMacro": { + "type": "object", + "required": [ + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "macro_sql", + "resource_type" + ], + "properties": { + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "macro_sql": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "macro" + ] + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/MacroDependsOn", + "default": { + "macros": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "arguments": { + "type": "array", + "items": { + "$ref": "#/definitions/MacroArgument" + }, + "default": [] + }, + "created_at": { + "type": "number", + "default": 1657040762.049289 + } + }, + "additionalProperties": false, + "description": "ParsedMacro(unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, macro_sql: str, resource_type: dbt.node_types.NodeType, tags: List[str] = , depends_on: dbt.contracts.graph.parsed.MacroDependsOn = , description: str = '', meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Optional[str] = None, arguments: List[dbt.contracts.graph.unparsed.MacroArgument] = , created_at: float = )" + }, + "MacroDependsOn": { + "type": "object", + "required": [], + "properties": { + "macros": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + } + }, + "additionalProperties": false, + "description": "MacroDependsOn(macros: List[str] = )" + }, + "MacroArgument": { + "type": "object", + "required": [ + "name" + ], + "properties": { + "name": { + "type": "string" + }, + "type": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "description": { + "type": "string", + "default": "" + } + }, + "additionalProperties": false, + "description": "MacroArgument(name: str, type: Optional[str] = None, description: str = '')" + }, + "ParsedDocumentation": { + "type": "object", + "required": [ + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "block_contents" + ], + "properties": { + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "block_contents": { + "type": "string" + } + }, + "additionalProperties": false, + "description": "ParsedDocumentation(unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, block_contents: str)" + }, + "ParsedExposure": { + "type": "object", + "required": [ + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "type", + "owner" + ], + "properties": { + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "type": { + "type": "string", + "enum": [ + "dashboard", + "notebook", + "analysis", + "ml", + "application" + ] + }, + "owner": { + "$ref": "#/definitions/ExposureOwner" + }, + "resource_type": { + "type": "string", + "enum": [ + "model", + "analysis", + "test", + "snapshot", + "operation", + "seed", + "rpc", + "sql", + "docs", + "source", + "macro", + "exposure", + "metric" + ], + "default": "exposure" + }, + "description": { + "type": "string", + "default": "" + }, + "maturity": { + "oneOf": [ + { + "type": "string", + "enum": [ + "low", + "medium", + "high" + ] + }, + { + "type": "null" + } + ] + }, + "meta": { + "type": "object", + "default": {} + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "url": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "created_at": { + "type": "number", + "default": 1657040762.050287 + } + }, + "additionalProperties": false, + "description": "ParsedExposure(fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, type: dbt.contracts.graph.unparsed.ExposureType, owner: dbt.contracts.graph.unparsed.ExposureOwner, resource_type: dbt.node_types.NodeType = , description: str = '', maturity: Optional[dbt.contracts.graph.unparsed.MaturityType] = None, meta: Dict[str, Any] = , tags: List[str] = , url: Optional[str] = None, depends_on: dbt.contracts.graph.parsed.DependsOn = , refs: List[List[str]] = , sources: List[List[str]] = , created_at: float = )" + }, + "ExposureOwner": { + "type": "object", + "required": [ + "email" + ], + "properties": { + "email": { + "type": "string" + }, + "name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "ExposureOwner(email: str, name: Optional[str] = None)" + }, + "ParsedMetric": { + "type": "object", + "required": [ + "fqn", + "unique_id", + "package_name", + "root_path", + "path", + "original_file_path", + "name", + "description", + "label", + "type", + "sql", + "filters", + "time_grains", + "dimensions" + ], + "properties": { + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "unique_id": { + "type": "string" + }, + "package_name": { + "type": "string" + }, + "root_path": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "name": { + "type": "string" + }, + "description": { + "type": "string" + }, + "label": { + "type": "string" + }, + "type": { + "type": "string" + }, + "sql": { + "type": "string" + }, + "timestamp": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "filters": { + "type": "array", + "items": { + "$ref": "#/definitions/MetricFilter" + } + }, + "time_grains": { + "type": "array", + "items": { + "type": "string" + } + }, + "dimensions": { + "type": "array", + "items": { + "type": "string" + } + }, + "model": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "model_unique_id": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "resource_type": { + "type": "string", + "enum": [ + "model", + "analysis", + "test", + "snapshot", + "operation", + "seed", + "rpc", + "sql", + "docs", + "source", + "macro", + "exposure", + "metric" + ], + "default": "metric" + }, + "meta": { + "type": "object", + "default": {} + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "refs": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "created_at": { + "type": "number", + "default": 1657040762.051152 + } + }, + "additionalProperties": false, + "description": "ParsedMetric(fqn: List[str], unique_id: str, package_name: str, root_path: str, path: str, original_file_path: str, name: str, description: str, label: str, type: str, sql: str, timestamp: Optional[str], filters: List[dbt.contracts.graph.unparsed.MetricFilter], time_grains: List[str], dimensions: List[str], model: Optional[str] = None, model_unique_id: Optional[str] = None, resource_type: dbt.node_types.NodeType = , meta: Dict[str, Any] = , tags: List[str] = , sources: List[List[str]] = , depends_on: dbt.contracts.graph.parsed.DependsOn = , refs: List[List[str]] = , metrics: List[List[str]] = , created_at: float = )" + }, + "MetricFilter": { + "type": "object", + "required": [ + "field", + "operator", + "value" + ], + "properties": { + "field": { + "type": "string" + }, + "operator": { + "type": "string" + }, + "value": { + "type": "string" + } + }, + "additionalProperties": false, + "description": "MetricFilter(field: str, operator: str, value: str)" + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "$id": "https://schemas.getdbt.com/dbt/manifest/v6.json" +} diff --git a/test/unit/test_context.py b/test/unit/test_context.py index 8b8c62e1c80..7d087d67a33 100644 --- a/test/unit/test_context.py +++ b/test/unit/test_context.py @@ -218,6 +218,7 @@ def assert_has_keys(required_keys: Set[str], maybe_keys: Set[str], ctx: Dict[str "load_agate_table", "ref", "source", + "metric", "config", "execute", "exceptions", diff --git a/test/unit/test_contracts_graph_compiled.py b/test/unit/test_contracts_graph_compiled.py index 577cacc5777..0d0597af6b6 100644 --- a/test/unit/test_contracts_graph_compiled.py +++ b/test/unit/test_contracts_graph_compiled.py @@ -34,6 +34,7 @@ def basic_uncompiled_model(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), deferred=False, description='', @@ -65,6 +66,7 @@ def basic_compiled_model(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), deferred=True, description='', @@ -120,6 +122,7 @@ def basic_uncompiled_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': []}, 'database': 'test_db', 'deferred': False, @@ -167,6 +170,7 @@ def basic_compiled_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': []}, 'database': 'test_db', 'deferred': True, @@ -351,6 +355,7 @@ def basic_uncompiled_schema_test_node(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], deferred=False, depends_on=DependsOn(), description='', @@ -383,6 +388,7 @@ def basic_compiled_schema_test_node(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), deferred=False, description='', @@ -420,6 +426,7 @@ def basic_uncompiled_schema_test_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': []}, 'database': 'test_db', 'description': '', @@ -469,6 +476,7 @@ def basic_compiled_schema_test_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': []}, 'deferred': False, 'database': 'test_db', diff --git a/test/unit/test_contracts_graph_parsed.py b/test/unit/test_contracts_graph_parsed.py index 2024d5bbe40..35ca08716d8 100644 --- a/test/unit/test_contracts_graph_parsed.py +++ b/test/unit/test_contracts_graph_parsed.py @@ -135,6 +135,7 @@ def base_parsed_model_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': []}, 'database': 'test_db', 'description': '', @@ -178,6 +179,7 @@ def basic_parsed_model_object(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), description='', database='test_db', @@ -227,6 +229,7 @@ def complex_parsed_model_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': ['model.test.bar']}, 'database': 'test_db', 'deferred': True, @@ -281,6 +284,7 @@ def complex_parsed_model_object(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(nodes=['model.test.bar']), deferred=True, description='My parsed node', @@ -423,6 +427,7 @@ def basic_parsed_seed_dict(): 'fqn': ['test', 'seeds', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': []}, 'database': 'test_db', 'description': '', @@ -466,6 +471,7 @@ def basic_parsed_seed_object(): fqn=['test', 'seeds', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), database='test_db', description='', @@ -518,6 +524,7 @@ def complex_parsed_seed_dict(): 'fqn': ['test', 'seeds', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': []}, 'database': 'test_db', 'description': 'a description', @@ -564,6 +571,7 @@ def complex_parsed_seed_object(): fqn=['test', 'seeds', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), database='test_db', description='a description', @@ -712,6 +720,7 @@ def patched_model_object(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), description='The foo model', database='test_db', @@ -770,6 +779,7 @@ def base_parsed_hook_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': []}, 'database': 'test_db', 'deferred': False, @@ -813,6 +823,7 @@ def base_parsed_hook_object(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), description='', deferred=False, @@ -842,6 +853,7 @@ def complex_parsed_hook_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': ['model.test.bar']}, 'deferred': False, 'database': 'test_db', @@ -896,6 +908,7 @@ def complex_parsed_hook_object(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(nodes=['model.test.bar']), description='My parsed node', deferred=False, @@ -989,6 +1002,7 @@ def basic_parsed_schema_test_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': []}, 'deferred': False, 'database': 'test_db', @@ -1034,6 +1048,7 @@ def basic_parsed_schema_test_object(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), description='', database='test_db', @@ -1062,6 +1077,7 @@ def complex_parsed_schema_test_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': ['model.test.bar']}, 'database': 'test_db', 'deferred': False, @@ -1124,6 +1140,7 @@ def complex_parsed_schema_test_object(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(nodes=['model.test.bar']), description='My parsed node', database='test_db', @@ -1409,6 +1426,7 @@ def basic_timestamp_snapshot_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': []}, 'deferred': False, 'database': 'test_db', @@ -1463,6 +1481,7 @@ def basic_timestamp_snapshot_object(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), description='', database='test_db', @@ -1510,6 +1529,7 @@ def basic_intermediate_timestamp_snapshot_object(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), description='', database='test_db', @@ -1544,6 +1564,7 @@ def basic_check_snapshot_dict(): 'fqn': ['test', 'models', 'foo'], 'refs': [], 'sources': [], + 'metrics': [], 'depends_on': {'macros': [], 'nodes': []}, 'database': 'test_db', 'deferred': False, @@ -1598,6 +1619,7 @@ def basic_check_snapshot_object(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), description='', database='test_db', @@ -1645,6 +1667,7 @@ def basic_intermediate_check_snapshot_object(): fqn=['test', 'models', 'foo'], refs=[], sources=[], + metrics=[], depends_on=DependsOn(), description='', database='test_db', @@ -2257,6 +2280,7 @@ def basic_parsed_metric_dict(): 'resource_type': 'metric', 'refs': [['dim_customers']], 'sources': [], + 'metrics': [], 'fqn': ['test', 'metrics', 'my_metric'], 'unique_id': 'metric.test.my_metric', 'package_name': 'test', diff --git a/test/unit/test_contracts_graph_unparsed.py b/test/unit/test_contracts_graph_unparsed.py index c4df44f7100..9919c0fd987 100644 --- a/test/unit/test_contracts_graph_unparsed.py +++ b/test/unit/test_contracts_graph_unparsed.py @@ -691,6 +691,22 @@ def get_ok_dict(self): }, } + def get_ok_expression_dict(self): + return { + 'name': 'arpc', + 'label': 'revenue per customer', + 'description': '', + 'type': 'expression', + 'sql': "{{ metric('revenue') }} / {{ metric('customers') }}", + 'time_grains': ['day', 'week', 'month'], + 'dimensions': [], + 'filters': [], + 'tags': [], + 'meta': { + 'is_okr': True + }, + } + def test_ok(self): metric = self.ContractType( name='new_customers', @@ -703,9 +719,9 @@ def test_ok(self): time_grains=['day', 'week', 'month'], dimensions=['plan', 'country'], filters=[MetricFilter( - field="is_paying", - value='True', - operator="=", + field="is_paying", + value='True', + operator="=", )], meta={'is_okr': True}, ) @@ -713,6 +729,24 @@ def test_ok(self): self.assert_symmetric(metric, dct) pickle.loads(pickle.dumps(metric)) + def test_ok_metric_no_model(self): + # Expression metrics do not have model properties + metric = self.ContractType( + name='arpc', + label='revenue per customer', + model=None, + description="", + type='expression', + sql="{{ metric('revenue') }} / {{ metric('customers') }}", + timestamp=None, + time_grains=['day', 'week', 'month'], + dimensions=[], + meta={'is_okr': True}, + ) + dct = self.get_ok_expression_dict() + self.assert_symmetric(metric, dct) + pickle.loads(pickle.dumps(metric)) + def test_bad_metric_no_type(self): tst = self.get_ok_dict() del tst['type'] @@ -720,7 +754,9 @@ def test_bad_metric_no_type(self): def test_bad_metric_no_model(self): tst = self.get_ok_dict() + # Metrics with type='expression' do not have model props tst['model'] = None + tst['type'] = 'sum' self.assert_fails_validation(tst) def test_bad_filter_missing_things(self): diff --git a/test/unit/test_manifest.py b/test/unit/test_manifest.py index 1e2f69d4ce8..9e897770d9b 100644 --- a/test/unit/test_manifest.py +++ b/test/unit/test_manifest.py @@ -40,7 +40,7 @@ REQUIRED_PARSED_NODE_KEYS = frozenset({ - 'alias', 'tags', 'config', 'unique_id', 'refs', 'sources', 'meta', + 'alias', 'tags', 'config', 'unique_id', 'refs', 'sources', 'metrics', 'meta', 'depends_on', 'database', 'schema', 'name', 'resource_type', 'package_name', 'root_path', 'path', 'original_file_path', 'raw_sql', 'description', 'columns', 'fqn', 'build_path', 'compiled_path', 'patch_path', 'docs', @@ -118,6 +118,7 @@ def setUp(self): depends_on=DependsOn(nodes=['model.root.multi']), refs=[['multi']], sources=[], + metrics=[], fqn=['root', 'my_metric'], unique_id='metric.root.my_metric', package_name='root', @@ -139,6 +140,7 @@ def setUp(self): package_name='snowplow', refs=[], sources=[], + metrics=[], depends_on=DependsOn(), config=self.model_config, tags=[], @@ -160,6 +162,7 @@ def setUp(self): package_name='root', refs=[], sources=[], + metrics=[], depends_on=DependsOn(), config=self.model_config, tags=[], @@ -181,6 +184,7 @@ def setUp(self): package_name='root', refs=[['events']], sources=[], + metrics=[], depends_on=DependsOn(nodes=['model.root.events']), config=self.model_config, tags=[], @@ -202,6 +206,7 @@ def setUp(self): package_name='root', refs=[['events']], sources=[], + metrics=[], depends_on=DependsOn(nodes=['model.root.dep']), config=self.model_config, tags=[], @@ -223,6 +228,7 @@ def setUp(self): package_name='root', refs=[['events']], sources=[], + metrics=[], depends_on=DependsOn(nodes=['model.root.events']), config=self.model_config, tags=[], @@ -244,6 +250,7 @@ def setUp(self): package_name='root', refs=[['events']], sources=[], + metrics=[], depends_on=DependsOn(nodes=['model.root.nested', 'model.root.sibling']), config=self.model_config, tags=[], @@ -311,7 +318,7 @@ def test__no_nodes(self): 'child_map': {}, 'metadata': { 'generated_at': '2018-02-14T09:15:13Z', - 'dbt_schema_version': 'https://schemas.getdbt.com/dbt/manifest/v5.json', + 'dbt_schema_version': 'https://schemas.getdbt.com/dbt/manifest/v6.json', 'dbt_version': dbt.version.__version__, 'env': {ENV_KEY_NAME: 'value'}, 'invocation_id': invocation_id, @@ -462,7 +469,7 @@ def test_no_nodes_with_metadata(self, mock_user): 'docs': {}, 'metadata': { 'generated_at': '2018-02-14T09:15:13Z', - 'dbt_schema_version': 'https://schemas.getdbt.com/dbt/manifest/v5.json', + 'dbt_schema_version': 'https://schemas.getdbt.com/dbt/manifest/v6.json', 'dbt_version': dbt.version.__version__, 'project_id': '098f6bcd4621d373cade4e832627b4f6', 'user_id': 'cfc9500f-dc7f-4c83-9ea7-2c581c1b38cf', @@ -708,7 +715,7 @@ def test__no_nodes(self): 'child_map': {}, 'metadata': { 'generated_at': '2018-02-14T09:15:13Z', - 'dbt_schema_version': 'https://schemas.getdbt.com/dbt/manifest/v5.json', + 'dbt_schema_version': 'https://schemas.getdbt.com/dbt/manifest/v6.json', 'dbt_version': dbt.version.__version__, 'invocation_id': '01234567-0123-0123-0123-0123456789ab', 'env': {ENV_KEY_NAME: 'value'}, diff --git a/test/unit/utils.py b/test/unit/utils.py index 507f8ee0f66..96e18105a23 100644 --- a/test/unit/utils.py +++ b/test/unit/utils.py @@ -157,7 +157,7 @@ def assert_from_dict(self, obj, dct, cls=None): if cls is None: cls = self.ContractType cls.validate(dct) - self.assertEqual(cls.from_dict(dct), obj) + self.assertEqual(cls.from_dict(dct), obj) def assert_symmetric(self, obj, dct, cls=None): self.assert_to_dict(obj, dct) diff --git a/tests/functional/artifacts/data/previous/v1/manifest.json b/tests/functional/artifacts/data/state/v1/manifest.json similarity index 100% rename from tests/functional/artifacts/data/previous/v1/manifest.json rename to tests/functional/artifacts/data/state/v1/manifest.json diff --git a/tests/functional/artifacts/data/previous/v2/manifest.json b/tests/functional/artifacts/data/state/v2/manifest.json similarity index 100% rename from tests/functional/artifacts/data/previous/v2/manifest.json rename to tests/functional/artifacts/data/state/v2/manifest.json diff --git a/tests/functional/artifacts/data/previous/v3/manifest.json b/tests/functional/artifacts/data/state/v3/manifest.json similarity index 100% rename from tests/functional/artifacts/data/previous/v3/manifest.json rename to tests/functional/artifacts/data/state/v3/manifest.json diff --git a/tests/functional/artifacts/data/previous/v4/manifest.json b/tests/functional/artifacts/data/state/v4/manifest.json similarity index 100% rename from tests/functional/artifacts/data/previous/v4/manifest.json rename to tests/functional/artifacts/data/state/v4/manifest.json diff --git a/tests/functional/artifacts/data/previous/v5/manifest.json b/tests/functional/artifacts/data/state/v5/manifest.json similarity index 100% rename from tests/functional/artifacts/data/previous/v5/manifest.json rename to tests/functional/artifacts/data/state/v5/manifest.json diff --git a/tests/functional/artifacts/data/state/v6/manifest.json b/tests/functional/artifacts/data/state/v6/manifest.json new file mode 100644 index 00000000000..329d1d2b005 --- /dev/null +++ b/tests/functional/artifacts/data/state/v6/manifest.json @@ -0,0 +1 @@ +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v6.json", "dbt_version": "1.2.0b1", "generated_at": "2022-07-06T10:24:50.360854Z", "invocation_id": "3906f817-3078-49c7-a429-d65a4ef8363e", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "post-hook": [], "pre-hook": []}, "database": "dbt", "schema": "test16571030908355743491_test_previous_version_state", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/private/var/folders/7h/hj5_fw9j291c58hwfdvy5xbm0000gp/T/pytest-of-jerco/pytest-50/project0", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "2b9123e04ab8bb798f7c565afdc3ee0e56fcd66b4bfbdb435b4891c878d947c5"}, "tags": [], "refs": [], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1657103090.718664}}, "sources": {}, "macros": {"macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.3741639}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.375374}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.386237}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.390763}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.391306}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.391795}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.3925178}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.393097}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.393355}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.393868}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.3944478}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.394567}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.394838}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.394987}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = 63 %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.39625}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.3965461}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.397038}, "macro.dbt_postgres.postgres__make_backup_relation": {"unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.39745}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.398117}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.398466}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.399387}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4008598}, "macro.dbt_postgres.postgres__dateadd": {"unique_id": "macro.dbt_postgres.postgres__dateadd", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.401401}, "macro.dbt_postgres.postgres__listagg": {"unique_id": "macro.dbt_postgres.postgres__listagg", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.402514}, "macro.dbt_postgres.postgres__datediff": {"unique_id": "macro.dbt_postgres.postgres__datediff", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4074821}, "macro.dbt_postgres.postgres__any_value": {"unique_id": "macro.dbt_postgres.postgres__any_value", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.407936}, "macro.dbt_postgres.postgres__last_day": {"unique_id": "macro.dbt_postgres.postgres__last_day", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4088829}, "macro.dbt_postgres.postgres__split_part": {"unique_id": "macro.dbt_postgres.postgres__split_part", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4097412}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.411833}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.41227}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.412517}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.412744}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.412965}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.414016}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.414492}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.414952}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.415804}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.416209}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.421292}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4215412}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.421858}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.42206}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4221902}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.423218}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.42345}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4236841}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n select {{ check_cols_config | join(', ') }} from ({{ node['compiled_sql'] }}) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(col) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.425608}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4276989}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.433337}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.433741}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.433985}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.434109}, "macro.dbt.get_true_sql": {"unique_id": "macro.dbt.get_true_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.434315}, "macro.dbt.default__get_true_sql": {"unique_id": "macro.dbt.default__get_true_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4344718}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.434767}, "macro.dbt.default__snapshot_staging_table": {"unique_id": "macro.dbt.default__snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4360151}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4362738}, "macro.dbt.default__build_snapshot_table": {"unique_id": "macro.dbt.default__build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.436629}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.437244}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4451}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "name": "materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4485362}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4494998}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4499478}, "macro.dbt.get_where_subquery": {"unique_id": "macro.dbt.get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4506629}, "macro.dbt.default__get_where_subquery": {"unique_id": "macro.dbt.default__get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.451194}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.452468}, "macro.dbt.diff_columns": {"unique_id": "macro.dbt.diff_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4532402}, "macro.dbt.diff_column_data_types": {"unique_id": "macro.dbt.diff_column_data_types", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.454101}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4612281}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute=\"quoted\") | list) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4633868}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.464891}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last }}\n {% endfor %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.466038}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.46642}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.467315}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4685462}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n {% set build_sql = get_delete_insert_merge_sql(target_relation, temp_relation, unique_key, dest_columns) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.get_delete_insert_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.474314}, "macro.dbt.incremental_validate_on_schema_change": {"unique_id": "macro.dbt.incremental_validate_on_schema_change", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.481104}, "macro.dbt.check_for_schema_changes": {"unique_id": "macro.dbt.check_for_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4828422}, "macro.dbt.sync_column_schemas": {"unique_id": "macro.dbt.sync_column_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.484542}, "macro.dbt.process_schema_changes": {"unique_id": "macro.dbt.process_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.485562}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.488843}, "macro.dbt.get_create_table_as_sql": {"unique_id": "macro.dbt.get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.48961}, "macro.dbt.default__get_create_table_as_sql": {"unique_id": "macro.dbt.default__get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4898791}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.490162}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.490748}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.493901}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.494486}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.494797}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4966369}, "macro.dbt.get_create_view_as_sql": {"unique_id": "macro.dbt.get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.497438}, "macro.dbt.default__get_create_view_as_sql": {"unique_id": "macro.dbt.default__get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.4976928}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.497976}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.498358}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set agate_table = load_agate_table() -%}\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5027041}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.509174}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5104609}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5107882}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.511455}, "macro.dbt.get_csv_sql": {"unique_id": "macro.dbt.get_csv_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.511723}, "macro.dbt.default__get_csv_sql": {"unique_id": "macro.dbt.default__get_csv_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.511905}, "macro.dbt.get_binding_char": {"unique_id": "macro.dbt.get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.512096}, "macro.dbt.default__get_binding_char": {"unique_id": "macro.dbt.default__get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.512254}, "macro.dbt.get_batch_size": {"unique_id": "macro.dbt.get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5124831}, "macro.dbt.default__get_batch_size": {"unique_id": "macro.dbt.default__get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.512644}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.513404}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.513715}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5155892}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.516433}, "macro.dbt.default__generate_alias_name": {"unique_id": "macro.dbt.default__generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.516754}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5176268}, "macro.dbt.default__generate_schema_name": {"unique_id": "macro.dbt.default__generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.517995}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.518392}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5191019}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5194519}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.520094}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.520679}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.521187}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5221288}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5238001}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.524622}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5250309}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5275788}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partiton start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.529335}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5304399}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5308318}, "macro.dbt.except": {"unique_id": "macro.dbt.except", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "name": "except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.53148}, "macro.dbt.default__except": {"unique_id": "macro.dbt.default__except", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "name": "default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.531596}, "macro.dbt.replace": {"unique_id": "macro.dbt.replace", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "name": "replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.53229}, "macro.dbt.default__replace": {"unique_id": "macro.dbt.default__replace", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "name": "default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.532537}, "macro.dbt.concat": {"unique_id": "macro.dbt.concat", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "name": "concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.533086}, "macro.dbt.default__concat": {"unique_id": "macro.dbt.default__concat", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "name": "default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.53326}, "macro.dbt.length": {"unique_id": "macro.dbt.length", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "name": "length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.533786}, "macro.dbt.default__length": {"unique_id": "macro.dbt.default__length", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "name": "default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.533932}, "macro.dbt.dateadd": {"unique_id": "macro.dbt.dateadd", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.534569}, "macro.dbt.default__dateadd": {"unique_id": "macro.dbt.default__dateadd", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.534809}, "macro.dbt.intersect": {"unique_id": "macro.dbt.intersect", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "name": "intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.535296}, "macro.dbt.default__intersect": {"unique_id": "macro.dbt.default__intersect", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "name": "default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.535397}, "macro.dbt.escape_single_quotes": {"unique_id": "macro.dbt.escape_single_quotes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "name": "escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.535928}, "macro.dbt.default__escape_single_quotes": {"unique_id": "macro.dbt.default__escape_single_quotes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "name": "default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5361211}, "macro.dbt.right": {"unique_id": "macro.dbt.right", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "name": "right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.536695}, "macro.dbt.default__right": {"unique_id": "macro.dbt.default__right", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "name": "default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.536889}, "macro.dbt.listagg": {"unique_id": "macro.dbt.listagg", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.537907}, "macro.dbt.default__listagg": {"unique_id": "macro.dbt.default__listagg", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5385878}, "macro.dbt.datediff": {"unique_id": "macro.dbt.datediff", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.539228}, "macro.dbt.default__datediff": {"unique_id": "macro.dbt.default__datediff", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.539451}, "macro.dbt.safe_cast": {"unique_id": "macro.dbt.safe_cast", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "name": "safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5400121}, "macro.dbt.default__safe_cast": {"unique_id": "macro.dbt.default__safe_cast", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "name": "default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.540201}, "macro.dbt.hash": {"unique_id": "macro.dbt.hash", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "name": "hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.540732}, "macro.dbt.default__hash": {"unique_id": "macro.dbt.default__hash", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "name": "default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.540951}, "macro.dbt.cast_bool_to_text": {"unique_id": "macro.dbt.cast_bool_to_text", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "name": "cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.541451}, "macro.dbt.default__cast_bool_to_text": {"unique_id": "macro.dbt.default__cast_bool_to_text", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "name": "default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5416698}, "macro.dbt.any_value": {"unique_id": "macro.dbt.any_value", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.54218}, "macro.dbt.default__any_value": {"unique_id": "macro.dbt.default__any_value", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.542319}, "macro.dbt.position": {"unique_id": "macro.dbt.position", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "name": "position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.54289}, "macro.dbt.default__position": {"unique_id": "macro.dbt.default__position", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "name": "default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.543081}, "macro.dbt.string_literal": {"unique_id": "macro.dbt.string_literal", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "name": "string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.543617}, "macro.dbt.default__string_literal": {"unique_id": "macro.dbt.default__string_literal", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "name": "default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.543757}, "macro.dbt.type_string": {"unique_id": "macro.dbt.type_string", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5450869}, "macro.dbt.default__type_string": {"unique_id": "macro.dbt.default__type_string", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.545296}, "macro.dbt.type_timestamp": {"unique_id": "macro.dbt.type_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.545516}, "macro.dbt.default__type_timestamp": {"unique_id": "macro.dbt.default__type_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.545731}, "macro.dbt.type_float": {"unique_id": "macro.dbt.type_float", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.54605}, "macro.dbt.default__type_float": {"unique_id": "macro.dbt.default__type_float", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5462651}, "macro.dbt.type_numeric": {"unique_id": "macro.dbt.type_numeric", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5465012}, "macro.dbt.default__type_numeric": {"unique_id": "macro.dbt.default__type_numeric", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5467641}, "macro.dbt.type_bigint": {"unique_id": "macro.dbt.type_bigint", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.54706}, "macro.dbt.default__type_bigint": {"unique_id": "macro.dbt.default__type_bigint", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.547304}, "macro.dbt.type_int": {"unique_id": "macro.dbt.type_int", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.547534}, "macro.dbt.default__type_int": {"unique_id": "macro.dbt.default__type_int", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.547743}, "macro.dbt.bool_or": {"unique_id": "macro.dbt.bool_or", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "name": "bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.54846}, "macro.dbt.default__bool_or": {"unique_id": "macro.dbt.default__bool_or", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "name": "default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5486028}, "macro.dbt.last_day": {"unique_id": "macro.dbt.last_day", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.549265}, "macro.dbt.default_last_day": {"unique_id": "macro.dbt.default_last_day", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.549642}, "macro.dbt.default__last_day": {"unique_id": "macro.dbt.default__last_day", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.549852}, "macro.dbt.split_part": {"unique_id": "macro.dbt.split_part", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.550729}, "macro.dbt.default__split_part": {"unique_id": "macro.dbt.default__split_part", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.550956}, "macro.dbt._split_part_negative": {"unique_id": "macro.dbt._split_part_negative", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "_split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 {{ part_number }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.551274}, "macro.dbt.date_trunc": {"unique_id": "macro.dbt.date_trunc", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "name": "date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.551847}, "macro.dbt.default__date_trunc": {"unique_id": "macro.dbt.default__date_trunc", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "name": "default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.552028}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5527098}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.552962}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.553185}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.553542}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.554325}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.554511}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.554726}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.555285}, "macro.dbt.make_intermediate_relation": {"unique_id": "macro.dbt.make_intermediate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.559746}, "macro.dbt.default__make_intermediate_relation": {"unique_id": "macro.dbt.default__make_intermediate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5599911}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.560302}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.560711}, "macro.dbt.make_backup_relation": {"unique_id": "macro.dbt.make_backup_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.561054}, "macro.dbt.default__make_backup_relation": {"unique_id": "macro.dbt.default__make_backup_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5614989}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5617468}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.56205}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5623}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.562519}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5628061}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.563197}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5635462}, "macro.dbt.default__get_or_create_relation": {"unique_id": "macro.dbt.default__get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.564481}, "macro.dbt.load_cached_relation": {"unique_id": "macro.dbt.load_cached_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5648372}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.565038}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5653079}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.566398}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5666041}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.566923}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.567517}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5686028}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.568841}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5691268}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.569358}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.569738}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.570409}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5724869}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5728488}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.57311}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.573322}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5735722}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5739179}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.574204}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.574723}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.574978}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.575202}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.577556}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5777721}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5782}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.578457}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.578929}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.579251}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.580153}, "macro.dbt.alter_relation_add_remove_columns": {"unique_id": "macro.dbt.alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.5806231}, "macro.dbt.default__alter_relation_add_remove_columns": {"unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.581776}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.582818}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.583143}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.58355}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1657103090.583939}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {}, "selectors": {}, "disabled": {}, "parent_map": {"model.test.my_model": []}, "child_map": {"model.test.my_model": []}} diff --git a/tests/functional/artifacts/expected_manifest.py b/tests/functional/artifacts/expected_manifest.py index 5a5916d3ccf..5e922e45a42 100644 --- a/tests/functional/artifacts/expected_manifest.py +++ b/tests/functional/artifacts/expected_manifest.py @@ -218,7 +218,7 @@ def expected_seeded_manifest(project, model_database=None, quote_model=False): model_raw_sql = read_file_replace_returns(model_sql_path).rstrip("\r\n") return { - "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v5.json", + "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v6.json", "dbt_version": dbt.version.__version__, "nodes": { "model.test.model": { @@ -240,6 +240,7 @@ def expected_seeded_manifest(project, model_database=None, quote_model=False): "depends_on": {"nodes": ["seed.test.seed"], "macros": []}, "unique_id": "model.test.model", "fqn": ["test", "model"], + "metrics": [], "tags": [], "meta": {}, "config": model_config, @@ -320,6 +321,7 @@ def expected_seeded_manifest(project, model_database=None, quote_model=False): "depends_on": {"nodes": ["seed.test.seed"], "macros": []}, "unique_id": "model.test.second_model", "fqn": ["test", "second_model"], + "metrics": [], "tags": [], "meta": {}, "config": second_config, @@ -402,6 +404,7 @@ def expected_seeded_manifest(project, model_database=None, quote_model=False): "depends_on": {"nodes": [], "macros": []}, "unique_id": "seed.test.seed", "fqn": ["test", "seed"], + "metrics": [], "tags": [], "meta": {}, "schema": my_schema_name, @@ -478,6 +481,7 @@ def expected_seeded_manifest(project, model_database=None, quote_model=False): "description": "", "file_key_name": "models.model", "fqn": ["test", "not_null_model_id"], + "metrics": [], "name": "not_null_model_id", "original_file_path": model_schema_yml_path, "package_name": "test", @@ -530,6 +534,7 @@ def expected_seeded_manifest(project, model_database=None, quote_model=False): "extra_ctes": [], "extra_ctes_injected": True, "fqn": ["test", "snapshot_seed", "snapshot_seed"], + "metrics": [], "meta": {}, "name": "snapshot_seed", "original_file_path": snapshot_path, @@ -572,6 +577,7 @@ def expected_seeded_manifest(project, model_database=None, quote_model=False): "description": "", "file_key_name": "models.model", "fqn": ["test", "test_nothing_model_"], + "metrics": [], "name": "test_nothing_model_", "original_file_path": model_schema_yml_path, "package_name": "test", @@ -621,6 +627,7 @@ def expected_seeded_manifest(project, model_database=None, quote_model=False): "description": "", "file_key_name": "models.model", "fqn": ["test", "unique_model_id"], + "metrics": [], "name": "unique_model_id", "original_file_path": model_schema_yml_path, "package_name": "test", @@ -826,7 +833,7 @@ def expected_references_manifest(project): alternate_schema = project.test_schema + "_test" return { - "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v5.json", + "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v6.json", "dbt_version": dbt.version.__version__, "nodes": { "model.test.ephemeral_copy": { @@ -842,6 +849,7 @@ def expected_references_manifest(project): "description": "", "docs": {"show": True}, "fqn": ["test", "ephemeral_copy"], + "metrics": [], "name": "ephemeral_copy", "original_file_path": ephemeral_copy_path, "package_name": "test", @@ -894,6 +902,7 @@ def expected_references_manifest(project): "description": "A summmary table of the ephemeral copy of the seed data", "docs": {"show": True}, "fqn": ["test", "ephemeral_summary"], + "metrics": [], "name": "ephemeral_summary", "original_file_path": ephemeral_summary_path, "package_name": "test", @@ -948,6 +957,7 @@ def expected_references_manifest(project): "description": "A view of the summary of the ephemeral copy of the seed data", "docs": {"show": True}, "fqn": ["test", "view_summary"], + "metrics": [], "name": "view_summary", "original_file_path": view_summary_path, "package_name": "test", @@ -1024,6 +1034,7 @@ def expected_references_manifest(project): "description": "The test seed", "docs": {"show": True}, "fqn": ["test", "seed"], + "metrics": [], "name": "seed", "original_file_path": seed_path, "package_name": "test", @@ -1064,6 +1075,7 @@ def expected_references_manifest(project): "extra_ctes": [], "extra_ctes_injected": True, "fqn": ["test", "snapshot_seed", "snapshot_seed"], + "metrics": [], "meta": {}, "name": "snapshot_seed", "original_file_path": snapshot_path, diff --git a/tests/functional/artifacts/test_previous_version_state.py b/tests/functional/artifacts/test_previous_version_state.py index 3c565747cbb..43058115b50 100644 --- a/tests/functional/artifacts/test_previous_version_state.py +++ b/tests/functional/artifacts/test_previous_version_state.py @@ -1,25 +1,64 @@ import pytest import os +import shutil from dbt.tests.util import run_dbt from dbt.exceptions import IncompatibleSchemaException +from dbt.contracts.graph.manifest import WritableManifest +# This is a *very* simple project, with just one model in it. models__my_model_sql = """ select 1 as id """ +# SETUP: Using this project, we have run past minor versions of dbt +# to generate each contracted version of `manifest.json`. + +# Whenever we bump the manifest version, we should add a new entry for that version +# into `data`, generated from this same project, and update the CURRENT_EXPECTED_MANIFEST_VERSION. +# You can generate the manifest using the generate_latest_manifest() method below. + +# TEST: Then, using the *current* version of dbt (this branch), +# we will perform a `--state` comparison against those older manifests. + +# Some comparisons should succeed, where we expect backward/forward compatibility. + +# Comparisons against older versions should fail, because the structure of the +# WritableManifest class has changed in ways that prevent successful deserialization +# of older JSON manifests. + class TestPreviousVersionState: + CURRENT_EXPECTED_MANIFEST_VERSION = 6 + @pytest.fixture(scope="class") def models(self): return {"my_model.sql": models__my_model_sql} + # Use this method when generating a new manifest version for the first time. + # Once generated, we shouldn't need to re-generate or modify the manifest. + def generate_latest_manifest( + self, + project, + current_manifest_version, + ): + run_dbt(["list"]) + source_path = os.path.join(project.project_root, "target/manifest.json") + state_path = os.path.join(project.test_data_dir, f"state/v{current_manifest_version}") + target_path = os.path.join(state_path, "manifest.json") + os.makedirs(state_path, exist_ok=True) + shutil.copyfile(source_path, target_path) + + # The actual test method. Run `dbt list --select state:modified --state ...` + # once for each past manifest version. They all have the same content, but different + # schema/structure, only some of which are forward-compatible with the + # current WriteableManifest class. def compare_previous_state( self, project, compare_manifest_version, expect_pass, ): - state_path = os.path.join(project.test_data_dir, f"previous/{compare_manifest_version}") + state_path = os.path.join(project.test_data_dir, f"state/v{compare_manifest_version}") cli_args = [ "list", "--select", @@ -34,17 +73,20 @@ def compare_previous_state( with pytest.raises(IncompatibleSchemaException): run_dbt(cli_args, expect_pass=expect_pass) - def test_compare_state_v5(self, project): - self.compare_previous_state(project, "v5", True) - - def test_compare_state_v4(self, project): - self.compare_previous_state(project, "v4", True) - - def test_compare_state_v3(self, project): - self.compare_previous_state(project, "v3", False) + def test_compare_state_current(self, project): + current_schema_version = WritableManifest.dbt_schema_version.version + assert ( + current_schema_version == self.CURRENT_EXPECTED_MANIFEST_VERSION + ), "Sounds like you've bumped the manifest version and need to update this test!" + self.generate_latest_manifest(project, current_schema_version) + self.compare_previous_state(project, current_schema_version, True) - def test_compare_state_v2(self, project): - self.compare_previous_state(project, "v2", False) + def test_backwards_compatible_versions(self, project): + # manifest schema version 4 and greater should always be forward compatible + for schema_version in range(4, self.CURRENT_EXPECTED_MANIFEST_VERSION): + self.compare_previous_state(project, schema_version, True) - def test_compare_state_v1(self, project): - self.compare_previous_state(project, "v1", False) + def test_nonbackwards_compatible_versions(self, project): + # schema versions 1, 2, 3 are all not forward compatible + for schema_version in range(1, 4): + self.compare_previous_state(project, schema_version, False) diff --git a/tests/functional/metrics/fixture_metrics.py b/tests/functional/metrics/fixture_metrics.py new file mode 100644 index 00000000000..4073e4dd6c5 --- /dev/null +++ b/tests/functional/metrics/fixture_metrics.py @@ -0,0 +1,15 @@ +# not strictly necessary, but this reflects the integration tests currently in the 'dbt-metrics' package right now +# i'm including just the first 10 rows for more concise 'git diff' + +mock_purchase_data_csv = """purchased_at,payment_type,payment_total +2021-02-14 17:52:36,maestro,2418.94 +2021-02-15 04:16:50,jcb,3043.28 +2021-02-15 11:30:45,solo,1505.81 +2021-02-16 13:08:18,,1532.85 +2021-02-17 05:41:34,americanexpress,319.91 +2021-02-18 06:47:32,jcb,2143.44 +2021-02-19 01:37:09,jcb,840.1 +2021-02-19 03:38:49,jcb,1388.18 +2021-02-19 04:22:41,jcb,2834.96 +2021-02-19 13:28:50,china-unionpay,2440.98 +""".strip() diff --git a/tests/functional/metrics/test_metrics.py b/tests/functional/metrics/test_metrics.py index 30f816a9564..016d703c792 100644 --- a/tests/functional/metrics/test_metrics.py +++ b/tests/functional/metrics/test_metrics.py @@ -3,16 +3,18 @@ from dbt.tests.util import run_dbt, get_manifest from dbt.exceptions import ParsingException +from tests.functional.metrics.fixture_metrics import mock_purchase_data_csv + models__people_metrics_yml = """ version: 2 metrics: - - model: "ref('people')" - name: number_of_people - description: Total count of people + - name: number_of_people label: "Number of people" + description: Total count of people + model: "ref('people')" type: count sql: "*" timestamp: created_at @@ -23,17 +25,17 @@ meta: my_meta: 'testing' - - model: "ref('people')" - name: collective_tenure - description: Total number of years of team experience + - name: collective_tenure label: "Collective tenure" + description: Total number of years of team experience + model: "ref('people')" type: sum sql: tenure timestamp: created_at time_grains: [day] filters: - field: loves_dbt - operator: is + operator: 'is' value: 'true' """ @@ -42,7 +44,8 @@ select 1 as id, 'Drew' as first_name, 'Banin' as last_name, 'yellow' as favorite_color, true as loves_dbt, 5 as tenure, current_timestamp as created_at union all select 1 as id, 'Jeremy' as first_name, 'Cohen' as last_name, 'indigo' as favorite_color, true as loves_dbt, 4 as tenure, current_timestamp as created_at - +union all +select 1 as id, 'Callum' as first_name, 'McCann' as last_name, 'emerald' as favorite_color, true as loves_dbt, 0 as tenure, current_timestamp as created_at """ @@ -72,10 +75,10 @@ def test_simple_metric( metrics: - - model: "ref(people)" - name: number_of_people - description: Total count of people + - name: number_of_people label: "Number of people" + description: Total count of people + model: "ref(people)" type: count sql: "*" timestamp: created_at @@ -86,17 +89,17 @@ def test_simple_metric( meta: my_meta: 'testing' - - model: "ref(people)" - name: collective_tenure - description: Total number of years of team experience + - name: collective_tenure label: "Collective tenure" + description: Total number of years of team experience + model: "ref(people)" type: sum sql: tenure timestamp: created_at time_grains: [day] filters: - field: loves_dbt - operator: is + operator: 'is' value: 'true' """ @@ -121,15 +124,14 @@ def test_simple_metric( run_dbt(["run"]) -names_with_spaces_metrics_yml = """ +invalid_metrics__missing_model_yml = """ version: 2 metrics: - - model: "ref('people')" - name: number of people - description: Total count of people + - name: number_of_people label: "Number of people" + description: Total count of people type: count sql: "*" timestamp: created_at @@ -140,17 +142,70 @@ def test_simple_metric( meta: my_meta: 'testing' - - model: "ref('people')" - name: collective tenure + - name: collective_tenure + label: "Collective tenure" description: Total number of years of team experience + type: sum + sql: tenure + timestamp: created_at + time_grains: [day] + filters: + - field: loves_dbt + operator: 'is' + value: 'true' + +""" + + +class TestInvalidMetricMissingModel: + @pytest.fixture(scope="class") + def models(self): + return { + "people_metrics.yml": invalid_metrics__missing_model_yml, + "people.sql": models__people_sql, + } + + # tests that we get a ParsingException with an invalid model ref, where + # the model name does not have quotes + def test_simple_metric( + self, + project, + ): + # initial run + with pytest.raises(ParsingException): + run_dbt(["run"]) + + +names_with_spaces_metrics_yml = """ +version: 2 + +metrics: + + - name: number of people + label: "Number of people" + description: Total count of people + model: "ref('people')" + type: count + sql: "*" + timestamp: created_at + time_grains: [day, week, month] + dimensions: + - favorite_color + - loves_dbt + meta: + my_meta: 'testing' + + - name: collective tenure label: "Collective tenure" + description: Total number of years of team experience + model: "ref('people')" type: sum sql: tenure timestamp: created_at time_grains: [day] filters: - field: loves_dbt - operator: is + operator: 'is' value: 'true' """ @@ -167,3 +222,214 @@ def models(self): def test_names_with_spaces(self, project): with pytest.raises(ParsingException): run_dbt(["run"]) + + +downstream_model_sql = """ +-- this model will depend on these three metrics +{% set some_metrics = [ + metric('count_orders'), + metric('sum_order_revenue'), + metric('average_order_value') +] %} + +/* +{% if not execute %} + + -- the only properties available to us at 'parse' time are: + -- 'metric_name' + -- 'package_name' (None if same package) + + {% set metric_names = [] %} + {% for m in some_metrics %} + {% do metric_names.append(m.metric_name) %} + {% endfor %} + + -- this config does nothing, but it lets us check these values below + {{ config(metric_names = metric_names) }} + +{% else %} + + -- these are the properties available to us at 'execution' time + + {% for m in some_metrics %} + name: {{ m.name }} + label: {{ m.label }} + type: {{ m.type }} + sql: {{ m.sql }} + timestamp: {{ m.timestamp }} + time_grains: {{ m.time_grains }} + dimensions: {{ m.dimensions }} + filters: {{ m.filters }} + {% endfor %} + +{% endif %} + +select 1 as id +""" + +invalid_expression_metric__contains_model_yml = """ +version: 2 +metrics: + - name: count_orders + label: Count orders + model: ref('mock_purchase_data') + + type: count + sql: "*" + timestamp: purchased_at + time_grains: [day, week, month, quarter, year] + + dimensions: + - payment_type + + - name: sum_order_revenue + label: Total order revenue + model: ref('mock_purchase_data') + + type: sum + sql: "payment_total" + timestamp: purchased_at + time_grains: [day, week, month, quarter, year] + + dimensions: + - payment_type + + - name: average_order_value + label: Average Order Value + + type: expression + sql: "{{metric('sum_order_revenue')}} / {{metric('count_orders')}} " + model: ref('mock_purchase_data') + timestamp: purchased_at + time_grains: [day, week, month, quarter, year] + + dimensions: + - payment_type +""" + + +class TestInvalidExpressionMetrics: + @pytest.fixture(scope="class") + def models(self): + return { + "expression_metric.yml": invalid_expression_metric__contains_model_yml, + "downstream_model.sql": downstream_model_sql, + } + + def test_invalid_expression_metrics(self, project): + with pytest.raises(ParsingException): + run_dbt(["run"]) + + +expression_metric_yml = """ +version: 2 +metrics: + - name: count_orders + label: Count orders + model: ref('mock_purchase_data') + + type: count + sql: "*" + timestamp: purchased_at + time_grains: [day, week, month, quarter, year] + + dimensions: + - payment_type + + - name: sum_order_revenue + label: Total order revenue + model: ref('mock_purchase_data') + + type: sum + sql: "payment_total" + timestamp: purchased_at + time_grains: [day, week, month, quarter, year] + + dimensions: + - payment_type + + - name: average_order_value + label: Average Order Value + + type: expression + sql: "{{metric('sum_order_revenue')}} / {{metric('count_orders')}} " + timestamp: purchased_at + time_grains: [day, week, month, quarter, year] + + dimensions: + - payment_type +""" + + +class TestExpressionMetric: + @pytest.fixture(scope="class") + def models(self): + return { + "expression_metric.yml": expression_metric_yml, + "downstream_model.sql": downstream_model_sql, + } + + # not strictly necessary to use "real" mock data for this test + # we just want to make sure that the 'metric' calls match our expectations + # but this sort of thing is possible, to have actual data flow through and validate results + @pytest.fixture(scope="class") + def seeds(self): + return { + "mock_purchase_data.csv": mock_purchase_data_csv, + } + + def test_expression_metric( + self, + project, + ): + # initial parse + results = run_dbt(["parse"]) + + # make sure all the metrics are in the manifest + manifest = get_manifest(project.project_root) + metric_ids = list(manifest.metrics.keys()) + expected_metric_ids = [ + "metric.test.count_orders", + "metric.test.sum_order_revenue", + "metric.test.average_order_value", + ] + assert metric_ids == expected_metric_ids + + # make sure the downstream_model depends on these metrics + metric_names = ["average_order_value", "count_orders", "sum_order_revenue"] + downstream_model = manifest.nodes["model.test.downstream_model"] + assert sorted(downstream_model.metrics) == [[metric_name] for metric_name in metric_names] + assert sorted(downstream_model.depends_on.nodes) == [ + "metric.test.average_order_value", + "metric.test.count_orders", + "metric.test.sum_order_revenue", + ] + assert sorted(downstream_model.config["metric_names"]) == metric_names + + # make sure the 'expression' metric depends on the two upstream metrics + expression_metric = manifest.metrics["metric.test.average_order_value"] + assert sorted(expression_metric.metrics) == [["count_orders"], ["sum_order_revenue"]] + assert sorted(expression_metric.depends_on.nodes) == [ + "metric.test.count_orders", + "metric.test.sum_order_revenue", + ] + + # actually compile + results = run_dbt(["compile", "--select", "downstream_model"]) + compiled_sql = results[0].node.compiled_sql + + # make sure all these metrics properties show up in compiled SQL + for metric_name in manifest.metrics: + parsed_metric_node = manifest.metrics[metric_name] + for property in [ + "name", + "label", + "type", + "sql", + "timestamp", + "time_grains", + "dimensions", + "filters", + ]: + expected_value = getattr(parsed_metric_node, property) + assert f"{property}: {expected_value}" in compiled_sql