dbt-selly/dbt-env/lib/python3.8/site-packages/dbt/parser/schemas.py

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2022-03-22 15:13:27 +00:00
import itertools
import os
from abc import ABCMeta, abstractmethod
from hashlib import md5
from typing import (
Iterable, Dict, Any, Union, List, Optional, Generic, TypeVar, Type
)
from dbt.dataclass_schema import ValidationError, dbtClassMixin
from dbt.adapters.factory import get_adapter, get_adapter_package_names
from dbt.clients.jinja import get_rendered, add_rendered_test_kwargs
from dbt.clients.yaml_helper import load_yaml_text
from dbt.config.renderer import SchemaYamlRenderer
from dbt.context.context_config import (
ContextConfig,
)
from dbt.context.configured import generate_schema_yml
from dbt.context.target import generate_target_context
from dbt.context.providers import (
generate_parse_exposure, generate_test_context
)
from dbt.context.macro_resolver import MacroResolver
from dbt.contracts.files import FileHash, SchemaSourceFile
from dbt.contracts.graph.parsed import (
ParsedNodePatch,
ColumnInfo,
ParsedSchemaTestNode,
ParsedMacroPatch,
UnpatchedSourceDefinition,
ParsedExposure,
)
from dbt.contracts.graph.unparsed import (
HasColumnDocs,
HasColumnTests,
HasDocs,
SourcePatch,
UnparsedAnalysisUpdate,
UnparsedColumn,
UnparsedMacroUpdate,
UnparsedNodeUpdate,
UnparsedExposure,
UnparsedSourceDefinition,
)
from dbt.exceptions import (
validator_error_message, JSONValidationException,
raise_invalid_schema_yml_version, ValidationException,
CompilationException, raise_duplicate_patch_name,
raise_duplicate_macro_patch_name, InternalException,
raise_duplicate_source_patch_name,
warn_or_error,
)
from dbt.node_types import NodeType
from dbt.parser.base import SimpleParser
from dbt.parser.search import FileBlock
from dbt.parser.schema_test_builders import (
TestBuilder, SchemaTestBlock, TargetBlock, YamlBlock,
TestBlock, Testable
)
from dbt.utils import (
get_pseudo_test_path, coerce_dict_str
)
UnparsedSchemaYaml = Union[
UnparsedSourceDefinition,
UnparsedNodeUpdate,
UnparsedAnalysisUpdate,
UnparsedMacroUpdate,
]
TestDef = Union[str, Dict[str, Any]]
schema_file_keys = (
'models', 'seeds', 'snapshots', 'sources',
'macros', 'analyses', 'exposures',
)
def error_context(
path: str,
key: str,
data: Any,
cause: Union[str, ValidationException, JSONValidationException]
) -> str:
"""Provide contextual information about an error while parsing
"""
if isinstance(cause, str):
reason = cause
elif isinstance(cause, ValidationError):
reason = validator_error_message(cause)
else:
reason = cause.msg
return (
'Invalid {key} config given in {path} @ {key}: {data} - {reason}'
.format(key=key, path=path, data=data, reason=reason)
)
def yaml_from_file(
source_file: SchemaSourceFile
) -> Dict[str, Any]:
"""If loading the yaml fails, raise an exception.
"""
path = source_file.path.relative_path
try:
return load_yaml_text(source_file.contents)
except ValidationException as e:
reason = validator_error_message(e)
raise CompilationException(
'Error reading {}: {} - {}'
.format(source_file.project_name, path, reason)
)
class ParserRef:
"""A helper object to hold parse-time references."""
def __init__(self):
self.column_info: Dict[str, ColumnInfo] = {}
def add(
self,
column: Union[HasDocs, UnparsedColumn],
description: str,
data_type: Optional[str],
meta: Dict[str, Any],
):
tags: List[str] = []
tags.extend(getattr(column, 'tags', ()))
quote: Optional[bool]
if isinstance(column, UnparsedColumn):
quote = column.quote
else:
quote = None
self.column_info[column.name] = ColumnInfo(
name=column.name,
description=description,
data_type=data_type,
meta=meta,
tags=tags,
quote=quote,
_extra=column.extra
)
@classmethod
def from_target(
cls, target: Union[HasColumnDocs, HasColumnTests]
) -> 'ParserRef':
refs = cls()
for column in target.columns:
description = column.description
data_type = column.data_type
meta = column.meta
refs.add(column, description, data_type, meta)
return refs
def _trimmed(inp: str) -> str:
if len(inp) < 50:
return inp
return inp[:44] + '...' + inp[-3:]
class SchemaParser(SimpleParser[SchemaTestBlock, ParsedSchemaTestNode]):
def __init__(
self, project, manifest, root_project,
) -> None:
super().__init__(project, manifest, root_project)
all_v_2 = (
self.root_project.config_version == 2 and
self.project.config_version == 2
)
if all_v_2:
self.render_ctx = generate_schema_yml(
self.root_project, self.project.project_name
)
else:
self.render_ctx = generate_target_context(
self.root_project, self.root_project.cli_vars
)
self.raw_renderer = SchemaYamlRenderer(self.render_ctx)
internal_package_names = get_adapter_package_names(
self.root_project.credentials.type
)
self.macro_resolver = MacroResolver(
self.manifest.macros,
self.root_project.project_name,
internal_package_names
)
@classmethod
def get_compiled_path(cls, block: FileBlock) -> str:
# should this raise an error?
return block.path.relative_path
@property
def resource_type(self) -> NodeType:
return NodeType.Test
def parse_from_dict(self, dct, validate=True) -> ParsedSchemaTestNode:
if validate:
ParsedSchemaTestNode.validate(dct)
return ParsedSchemaTestNode.from_dict(dct)
def parse_column_tests(
self, block: TestBlock, column: UnparsedColumn
) -> None:
if not column.tests:
return
for test in column.tests:
self.parse_test(block, test, column)
def create_test_node(
self,
target: Union[UnpatchedSourceDefinition, UnparsedNodeUpdate],
path: str,
config: ContextConfig,
tags: List[str],
fqn: List[str],
name: str,
raw_sql: str,
test_metadata: Dict[str, Any],
column_name: Optional[str],
) -> ParsedSchemaTestNode:
HASH_LENGTH = 10
# N.B: This function builds a hashable string from any given test_metadata dict.
# it's a bit fragile for general use (only supports str, int, float, List, Dict)
# but it gets the job done here without the overhead of complete ser(de).
def get_hashable_md(
data: Union[str, int, float, List, Dict]
) -> Union[str, List, Dict]:
if type(data) == dict:
return {k: get_hashable_md(data[k]) for k in sorted(data.keys())} # type: ignore
elif type(data) == list:
return [get_hashable_md(val) for val in data] # type: ignore
else:
return str(data)
hashable_metadata = repr(get_hashable_md(test_metadata))
hash_string = ''.join([name, hashable_metadata]).encode('utf-8')
test_hash = md5(hash_string).hexdigest()[-HASH_LENGTH:]
dct = {
'alias': name,
'schema': self.default_schema,
'database': self.default_database,
'fqn': fqn,
'name': name,
'root_path': self.project.project_root,
'resource_type': self.resource_type,
'tags': tags,
'path': path,
'original_file_path': target.original_file_path,
'package_name': self.project.project_name,
'raw_sql': raw_sql,
'unique_id': self.generate_unique_id(name, test_hash),
'config': self.config_dict(config),
'test_metadata': test_metadata,
'column_name': column_name,
'checksum': FileHash.empty().to_dict(omit_none=True),
}
try:
ParsedSchemaTestNode.validate(dct)
return ParsedSchemaTestNode.from_dict(dct)
except ValidationError as exc:
msg = validator_error_message(exc)
# this is a bit silly, but build an UnparsedNode just for error
# message reasons
node = self._create_error_node(
name=target.name,
path=path,
original_file_path=target.original_file_path,
raw_sql=raw_sql,
)
raise CompilationException(msg, node=node) from exc
# lots of time spent in this method
def _parse_generic_test(
self,
target: Testable,
test: Dict[str, Any],
tags: List[str],
column_name: Optional[str],
) -> ParsedSchemaTestNode:
try:
builder = TestBuilder(
test=test,
target=target,
column_name=column_name,
package_name=target.package_name,
render_ctx=self.render_ctx,
)
except CompilationException as exc:
context = _trimmed(str(target))
msg = (
'Invalid test config given in {}:'
'\n\t{}\n\t@: {}'
.format(target.original_file_path, exc.msg, context)
)
raise CompilationException(msg) from exc
original_name = os.path.basename(target.original_file_path)
compiled_path = get_pseudo_test_path(
builder.compiled_name, original_name, 'schema_test',
)
fqn_path = get_pseudo_test_path(
builder.fqn_name, original_name, 'schema_test',
)
# the fqn for tests actually happens in the test target's name, which
# is not necessarily this package's name
fqn = self.get_fqn(fqn_path, builder.fqn_name)
# this is the ContextConfig that is used in render_update
config: ContextConfig = self.initial_config(fqn)
metadata = {
'namespace': builder.namespace,
'name': builder.name,
'kwargs': builder.args,
}
tags = sorted(set(itertools.chain(tags, builder.tags())))
if 'schema' not in tags:
tags.append('schema')
node = self.create_test_node(
target=target,
path=compiled_path,
config=config,
fqn=fqn,
tags=tags,
name=builder.fqn_name,
raw_sql=builder.build_raw_sql(),
column_name=column_name,
test_metadata=metadata,
)
self.render_test_update(node, config, builder)
return node
# This does special shortcut processing for the two
# most common internal macros, not_null and unique,
# which avoids the jinja rendering to resolve config
# and variables, etc, which might be in the macro.
# In the future we will look at generalizing this
# more to handle additional macros or to use static
# parsing to avoid jinja overhead.
def render_test_update(self, node, config, builder):
macro_unique_id = self.macro_resolver.get_macro_id(
node.package_name, 'test_' + builder.name)
# Add the depends_on here so we can limit the macros added
# to the context in rendering processing
node.depends_on.add_macro(macro_unique_id)
if (macro_unique_id in
['macro.dbt.test_not_null', 'macro.dbt.test_unique']):
config_call_dict = builder.get_static_config()
config._config_call_dict = config_call_dict
# This sets the config from dbt_project
self.update_parsed_node_config(node, config)
# source node tests are processed at patch_source time
if isinstance(builder.target, UnpatchedSourceDefinition):
sources = [builder.target.fqn[-2], builder.target.fqn[-1]]
node.sources.append(sources)
else: # all other nodes
node.refs.append([builder.target.name])
else:
try:
# make a base context that doesn't have the magic kwargs field
context = generate_test_context(
node, self.root_project, self.manifest, config,
self.macro_resolver,
)
# update with rendered test kwargs (which collects any refs)
add_rendered_test_kwargs(context, node, capture_macros=True)
# the parsed node is not rendered in the native context.
get_rendered(
node.raw_sql, context, node, capture_macros=True
)
self.update_parsed_node_config(node, config)
except ValidationError as exc:
# we got a ValidationError - probably bad types in config()
msg = validator_error_message(exc)
raise CompilationException(msg, node=node) from exc
def parse_node(self, block: SchemaTestBlock) -> ParsedSchemaTestNode:
"""In schema parsing, we rewrite most of the part of parse_node that
builds the initial node to be parsed, but rendering is basically the
same
"""
node = self._parse_generic_test(
target=block.target,
test=block.test,
tags=block.tags,
column_name=block.column_name,
)
self.add_test_node(block, node)
return node
def add_test_node(self, block: SchemaTestBlock, node: ParsedSchemaTestNode):
test_from = {"key": block.target.yaml_key, "name": block.target.name}
if node.config.enabled:
self.manifest.add_node(block.file, node, test_from)
else:
self.manifest.add_disabled(block.file, node, test_from)
def render_with_context(
self, node: ParsedSchemaTestNode, config: ContextConfig,
) -> None:
"""Given the parsed node and a ContextConfig to use during
parsing, collect all the refs that might be squirreled away in the test
arguments. This includes the implicit "model" argument.
"""
# make a base context that doesn't have the magic kwargs field
context = self._context_for(node, config)
# update it with the rendered test kwargs (which collects any refs)
add_rendered_test_kwargs(context, node, capture_macros=True)
# the parsed node is not rendered in the native context.
get_rendered(
node.raw_sql, context, node, capture_macros=True
)
def parse_test(
self,
target_block: TestBlock,
test: TestDef,
column: Optional[UnparsedColumn],
) -> None:
if isinstance(test, str):
test = {test: {}}
if column is None:
column_name: Optional[str] = None
column_tags: List[str] = []
else:
column_name = column.name
should_quote = (
column.quote or
(column.quote is None and target_block.quote_columns)
)
if should_quote:
column_name = get_adapter(self.root_project).quote(column_name)
column_tags = column.tags
block = SchemaTestBlock.from_test_block(
src=target_block,
test=test,
column_name=column_name,
tags=column_tags,
)
self.parse_node(block)
def parse_tests(self, block: TestBlock) -> None:
for column in block.columns:
self.parse_column_tests(block, column)
for test in block.tests:
self.parse_test(block, test, None)
def parse_file(self, block: FileBlock, dct: Dict = None) -> None:
assert isinstance(block.file, SchemaSourceFile)
if not dct:
dct = yaml_from_file(block.file)
if dct:
try:
# This does a deep_map which will fail if there are circular references
dct = self.raw_renderer.render_data(dct)
except CompilationException as exc:
raise CompilationException(
f'Failed to render {block.path.original_file_path} from '
f'project {self.project.project_name}: {exc}'
) from exc
# contains the FileBlock and the data (dictionary)
yaml_block = YamlBlock.from_file_block(block, dct)
parser: YamlDocsReader
# There are 7 kinds of parsers:
# Model, Seed, Snapshot, Source, Macro, Analysis, Exposures
# NonSourceParser.parse(), TestablePatchParser is a variety of
# NodePatchParser
if 'models' in dct:
parser = TestablePatchParser(self, yaml_block, 'models')
for test_block in parser.parse():
self.parse_tests(test_block)
# NonSourceParser.parse()
if 'seeds' in dct:
parser = TestablePatchParser(self, yaml_block, 'seeds')
for test_block in parser.parse():
self.parse_tests(test_block)
# NonSourceParser.parse()
if 'snapshots' in dct:
parser = TestablePatchParser(self, yaml_block, 'snapshots')
for test_block in parser.parse():
self.parse_tests(test_block)
# This parser uses SourceParser.parse() which doesn't return
# any test blocks. Source tests are handled at a later point
# in the process.
if 'sources' in dct:
parser = SourceParser(self, yaml_block, 'sources')
parser.parse()
# NonSourceParser.parse() (but never test_blocks)
if 'macros' in dct:
parser = MacroPatchParser(self, yaml_block, 'macros')
parser.parse()
# NonSourceParser.parse() (but never test_blocks)
if 'analyses' in dct:
parser = AnalysisPatchParser(self, yaml_block, 'analyses')
parser.parse()
# parse exposures
if 'exposures' in dct:
exp_parser = ExposureParser(self, yaml_block)
for node in exp_parser.parse():
self.manifest.add_exposure(yaml_block.file, node)
def check_format_version(
file_path, yaml_dct
) -> None:
if 'version' not in yaml_dct:
raise_invalid_schema_yml_version(file_path, 'no version is specified')
version = yaml_dct['version']
# if it's not an integer, the version is malformed, or not
# set. Either way, only 'version: 2' is supported.
if not isinstance(version, int):
raise_invalid_schema_yml_version(
file_path, 'the version is not an integer'
)
if version != 2:
raise_invalid_schema_yml_version(
file_path, 'version {} is not supported'.format(version)
)
Parsed = TypeVar(
'Parsed',
UnpatchedSourceDefinition, ParsedNodePatch, ParsedMacroPatch
)
NodeTarget = TypeVar(
'NodeTarget',
UnparsedNodeUpdate, UnparsedAnalysisUpdate
)
NonSourceTarget = TypeVar(
'NonSourceTarget',
UnparsedNodeUpdate, UnparsedAnalysisUpdate, UnparsedMacroUpdate
)
# abstract base class (ABCMeta)
class YamlReader(metaclass=ABCMeta):
def __init__(
self, schema_parser: SchemaParser, yaml: YamlBlock, key: str
) -> None:
self.schema_parser = schema_parser
# key: models, seeds, snapshots, sources, macros,
# analyses, exposures
self.key = key
self.yaml = yaml
@property
def manifest(self):
return self.schema_parser.manifest
@property
def project(self):
return self.schema_parser.project
@property
def default_database(self):
return self.schema_parser.default_database
@property
def root_project(self):
return self.schema_parser.root_project
# for the different schema subparsers ('models', 'source', etc)
# get the list of dicts pointed to by the key in the yaml config,
# ensure that the dicts have string keys
def get_key_dicts(self) -> Iterable[Dict[str, Any]]:
data = self.yaml.data.get(self.key, [])
if not isinstance(data, list):
raise CompilationException(
'{} must be a list, got {} instead: ({})'
.format(self.key, type(data), _trimmed(str(data)))
)
path = self.yaml.path.original_file_path
# for each dict in the data (which is a list of dicts)
for entry in data:
# check that entry is a dict and that all dict values
# are strings
if coerce_dict_str(entry) is not None:
yield entry
else:
msg = error_context(
path, self.key, data, 'expected a dict with string keys'
)
raise CompilationException(msg)
class YamlDocsReader(YamlReader):
@abstractmethod
def parse(self) -> List[TestBlock]:
raise NotImplementedError('parse is abstract')
T = TypeVar('T', bound=dbtClassMixin)
# This parses the 'sources' keys in yaml files.
class SourceParser(YamlDocsReader):
def _target_from_dict(self, cls: Type[T], data: Dict[str, Any]) -> T:
path = self.yaml.path.original_file_path
try:
cls.validate(data)
return cls.from_dict(data)
except (ValidationError, JSONValidationException) as exc:
msg = error_context(path, self.key, data, exc)
raise CompilationException(msg) from exc
# The other parse method returns TestBlocks. This one doesn't.
# This takes the yaml dictionaries in 'sources' keys and uses them
# to create UnparsedSourceDefinition objects. They are then turned
# into UnpatchedSourceDefinition objects in 'add_source_definitions'
# or SourcePatch objects in 'add_source_patch'
def parse(self) -> List[TestBlock]:
# get a verified list of dicts for the key handled by this parser
for data in self.get_key_dicts():
data = self.project.credentials.translate_aliases(
data, recurse=True
)
is_override = 'overrides' in data
if is_override:
data['path'] = self.yaml.path.original_file_path
patch = self._target_from_dict(SourcePatch, data)
assert isinstance(self.yaml.file, SchemaSourceFile)
source_file = self.yaml.file
# source patches must be unique
key = (patch.overrides, patch.name)
if key in self.manifest.source_patches:
raise_duplicate_source_patch_name(patch, self.manifest.source_patches[key])
self.manifest.source_patches[key] = patch
source_file.source_patches.append(key)
else:
source = self._target_from_dict(UnparsedSourceDefinition, data)
self.add_source_definitions(source)
return []
def add_source_definitions(self, source: UnparsedSourceDefinition) -> None:
original_file_path = self.yaml.path.original_file_path
fqn_path = self.yaml.path.relative_path
for table in source.tables:
unique_id = '.'.join([
NodeType.Source, self.project.project_name,
source.name, table.name
])
# the FQN is project name / path elements /source_name /table_name
fqn = self.schema_parser.get_fqn_prefix(fqn_path)
fqn.extend([source.name, table.name])
source_def = UnpatchedSourceDefinition(
source=source,
table=table,
path=original_file_path,
original_file_path=original_file_path,
root_path=self.project.project_root,
package_name=self.project.project_name,
unique_id=unique_id,
resource_type=NodeType.Source,
fqn=fqn,
)
self.manifest.add_source(self.yaml.file, source_def)
# This class has three main subclasses: TestablePatchParser (models,
# seeds, snapshots), MacroPatchParser, and AnalysisPatchParser
class NonSourceParser(YamlDocsReader, Generic[NonSourceTarget, Parsed]):
@abstractmethod
def _target_type(self) -> Type[NonSourceTarget]:
raise NotImplementedError('_target_type not implemented')
@abstractmethod
def get_block(self, node: NonSourceTarget) -> TargetBlock:
raise NotImplementedError('get_block is abstract')
@abstractmethod
def parse_patch(
self, block: TargetBlock[NonSourceTarget], refs: ParserRef
) -> None:
raise NotImplementedError('parse_patch is abstract')
def parse(self) -> List[TestBlock]:
node: NonSourceTarget
test_blocks: List[TestBlock] = []
# get list of 'node' objects
# UnparsedNodeUpdate (TestablePatchParser, models, seeds, snapshots)
# = HasColumnTests, HasTests
# UnparsedAnalysisUpdate (UnparsedAnalysisParser, analyses)
# = HasColumnDocs, HasDocs
# UnparsedMacroUpdate (MacroPatchParser, 'macros')
# = HasDocs
# correspond to this parser's 'key'
for node in self.get_unparsed_target():
# node_block is a TargetBlock (Macro or Analysis)
# or a TestBlock (all of the others)
node_block = self.get_block(node)
if isinstance(node_block, TestBlock):
# TestablePatchParser = models, seeds, snapshots
test_blocks.append(node_block)
if isinstance(node, (HasColumnDocs, HasColumnTests)):
# UnparsedNodeUpdate and UnparsedAnalysisUpdate
refs: ParserRef = ParserRef.from_target(node)
else:
refs = ParserRef()
# This adds the node_block to self.manifest
# as a ParsedNodePatch or ParsedMacroPatch
self.parse_patch(node_block, refs)
# This will always be empty if the node a macro or analysis
return test_blocks
def get_unparsed_target(self) -> Iterable[NonSourceTarget]:
path = self.yaml.path.original_file_path
# get verified list of dicts for the 'key' that this
# parser handles
key_dicts = self.get_key_dicts()
for data in key_dicts:
# add extra data to each dict. This updates the dicts
# in the parser yaml
data.update({
'original_file_path': path,
'yaml_key': self.key,
'package_name': self.project.project_name,
})
try:
# target_type: UnparsedNodeUpdate, UnparsedAnalysisUpdate,
# or UnparsedMacroUpdate
self._target_type().validate(data)
if self.key != 'macros':
# macros don't have the 'config' key support yet
self.normalize_meta_attribute(data, path)
node = self._target_type().from_dict(data)
except (ValidationError, JSONValidationException) as exc:
msg = error_context(path, self.key, data, exc)
raise CompilationException(msg) from exc
else:
yield node
# We want to raise an error if 'meta' is in two places, and move 'meta'
# from toplevel to config if necessary
def normalize_meta_attribute(self, data, path):
if 'meta' in data:
if 'config' in data and 'meta' in data['config']:
raise CompilationException(f"""
In {path}: found meta dictionary in 'config' dictionary and as top-level key.
Remove the top-level key and define it under 'config' dictionary only.
""".strip())
else:
if 'config' not in data:
data['config'] = {}
data['config']['meta'] = data.pop('meta')
def patch_node_config(self, node, patch):
# Get the ContextConfig that's used in calculating the config
# This must match the model resource_type that's being patched
config = ContextConfig(
self.schema_parser.root_project,
node.fqn,
node.resource_type,
self.schema_parser.project.project_name,
)
# We need to re-apply the config_call_dict after the patch config
config._config_call_dict = node.config_call_dict
self.schema_parser.update_parsed_node_config(node, config, patch_config_dict=patch.config)
class NodePatchParser(
NonSourceParser[NodeTarget, ParsedNodePatch],
Generic[NodeTarget]
):
def parse_patch(
self, block: TargetBlock[NodeTarget], refs: ParserRef
) -> None:
# We're not passing the ParsedNodePatch around anymore, so we
# could possibly skip creating one. Leaving here for now for
# code consistency.
patch = ParsedNodePatch(
name=block.target.name,
original_file_path=block.target.original_file_path,
yaml_key=block.target.yaml_key,
package_name=block.target.package_name,
description=block.target.description,
columns=refs.column_info,
meta=block.target.meta,
docs=block.target.docs,
config=block.target.config,
)
assert isinstance(self.yaml.file, SchemaSourceFile)
source_file: SchemaSourceFile = self.yaml.file
if patch.yaml_key in ['models', 'seeds', 'snapshots']:
unique_id = self.manifest.ref_lookup.get_unique_id(patch.name, None)
elif patch.yaml_key == 'analyses':
unique_id = self.manifest.analysis_lookup.get_unique_id(patch.name, None)
else:
raise InternalException(
f'Unexpected yaml_key {patch.yaml_key} for patch in '
f'file {source_file.path.original_file_path}'
)
if unique_id is None:
# This will usually happen when a node is disabled
disabled_nodes = self.manifest.disabled_lookup.find(patch.name, patch.package_name)
if disabled_nodes:
for node in disabled_nodes:
node.patch_path = source_file.file_id
return
# patches can't be overwritten
node = self.manifest.nodes.get(unique_id)
if node:
if node.patch_path:
package_name, existing_file_path = node.patch_path.split('://')
raise_duplicate_patch_name(patch, existing_file_path)
source_file.append_patch(patch.yaml_key, unique_id)
# If this patch has config changes, re-calculate the node config
# with the patch config
if patch.config:
self.patch_node_config(node, patch)
node.patch(patch)
class TestablePatchParser(NodePatchParser[UnparsedNodeUpdate]):
def get_block(self, node: UnparsedNodeUpdate) -> TestBlock:
return TestBlock.from_yaml_block(self.yaml, node)
def _target_type(self) -> Type[UnparsedNodeUpdate]:
return UnparsedNodeUpdate
class AnalysisPatchParser(NodePatchParser[UnparsedAnalysisUpdate]):
def get_block(self, node: UnparsedAnalysisUpdate) -> TargetBlock:
return TargetBlock.from_yaml_block(self.yaml, node)
def _target_type(self) -> Type[UnparsedAnalysisUpdate]:
return UnparsedAnalysisUpdate
class MacroPatchParser(NonSourceParser[UnparsedMacroUpdate, ParsedMacroPatch]):
def get_block(self, node: UnparsedMacroUpdate) -> TargetBlock:
return TargetBlock.from_yaml_block(self.yaml, node)
def _target_type(self) -> Type[UnparsedMacroUpdate]:
return UnparsedMacroUpdate
def parse_patch(
self, block: TargetBlock[UnparsedMacroUpdate], refs: ParserRef
) -> None:
patch = ParsedMacroPatch(
name=block.target.name,
original_file_path=block.target.original_file_path,
yaml_key=block.target.yaml_key,
package_name=block.target.package_name,
arguments=block.target.arguments,
description=block.target.description,
meta=block.target.meta,
docs=block.target.docs,
config=block.target.config,
)
assert isinstance(self.yaml.file, SchemaSourceFile)
source_file = self.yaml.file
# macros are fully namespaced
unique_id = f'macro.{patch.package_name}.{patch.name}'
macro = self.manifest.macros.get(unique_id)
if not macro:
warn_or_error(
f'WARNING: Found patch for macro "{patch.name}" '
f'which was not found'
)
return
if macro.patch_path:
package_name, existing_file_path = macro.patch_path.split('://')
raise_duplicate_macro_patch_name(patch, existing_file_path)
source_file.macro_patches[patch.name] = unique_id
macro.patch(patch)
class ExposureParser(YamlReader):
def __init__(self, schema_parser: SchemaParser, yaml: YamlBlock):
super().__init__(schema_parser, yaml, NodeType.Exposure.pluralize())
self.schema_parser = schema_parser
self.yaml = yaml
def parse_exposure(self, unparsed: UnparsedExposure) -> ParsedExposure:
package_name = self.project.project_name
unique_id = f'{NodeType.Exposure}.{package_name}.{unparsed.name}'
path = self.yaml.path.relative_path
fqn = self.schema_parser.get_fqn_prefix(path)
fqn.append(unparsed.name)
parsed = ParsedExposure(
package_name=package_name,
root_path=self.project.project_root,
path=path,
original_file_path=self.yaml.path.original_file_path,
unique_id=unique_id,
fqn=fqn,
name=unparsed.name,
type=unparsed.type,
url=unparsed.url,
meta=unparsed.meta,
tags=unparsed.tags,
description=unparsed.description,
owner=unparsed.owner,
maturity=unparsed.maturity,
)
ctx = generate_parse_exposure(
parsed,
self.root_project,
self.schema_parser.manifest,
package_name,
)
depends_on_jinja = '\n'.join(
'{{ ' + line + '}}' for line in unparsed.depends_on
)
get_rendered(
depends_on_jinja, ctx, parsed, capture_macros=True
)
# parsed now has a populated refs/sources
return parsed
def parse(self) -> Iterable[ParsedExposure]:
for data in self.get_key_dicts():
try:
UnparsedExposure.validate(data)
unparsed = UnparsedExposure.from_dict(data)
except (ValidationError, JSONValidationException) as exc:
msg = error_context(self.yaml.path, self.key, data, exc)
raise CompilationException(msg) from exc
parsed = self.parse_exposure(unparsed)
yield parsed