update manifest

mapped_fields in the classes for 'from_dict', removing deepcopy
on fqn_search, separating validation from 'from_dict',
and special handling for dbt internal not_null and unique tests.
Use TestMacroNamespace instead of original in order to limit
the number of macros in the context.  Integrate mashumaro into
dbt to improve performance of 'from_dict' and 'to_dict'

.bumpversion.cfg

@@ -1,5 +1,5 @@
 [bumpversion]
-current_version = 0.19.0rc2
+current_version = 0.19.0
 parse = (?P<major>\d+)
 	\.(?P<minor>\d+)
 	\.(?P<patch>\d+)

CHANGELOG.md

@@ -1,8 +1,38 @@
-## dbt 0.19.0 (Release TBD)
+## dbt 0.20.0 (Release TBD)
+
+### Fixes
+
+- Fix exit code from dbt debug not returning a failure when one of the tests fail ([#3017](https://github.com/fishtown-analytics/dbt/issues/3017))
+- Auto-generated CTEs in tests and ephemeral models have lowercase names to comply with dbt coding conventions ([#3027](https://github.com/fishtown-analytics/dbt/issues/3027), [#3028](https://github.com/fishtown-analytics/dbt/issues/3028))
+
+### Features
+- Add optional configs for `require_partition_filter` and `partition_expiration_days` in BigQuery ([#1843](https://github.com/fishtown-analytics/dbt/issues/1843), [#2928](https://github.com/fishtown-analytics/dbt/pull/2928))
+- Fix for EOL SQL comments prevent entire line execution ([#2731](https://github.com/fishtown-analytics/dbt/issues/2731), [#2974](https://github.com/fishtown-analytics/dbt/pull/2974))
+
+Contributors:
+- [@yu-iskw](https://github.com/yu-iskw) ([#2928](https://github.com/fishtown-analytics/dbt/pull/2928))
+- [@sdebruyn](https://github.com/sdebruyn) / [@lynxcare](https://github.com/lynxcare) ([#3018](https://github.com/fishtown-analytics/dbt/pull/3018))
+- [@rvacaru](https://github.com/rvacaru) ([#2974](https://github.com/fishtown-analytics/dbt/pull/2974))
+- [@NiallRees](https://github.com/NiallRees) ([#3028](https://github.com/fishtown-analytics/dbt/pull/3028))
+
+## dbt 0.19.1 (Release TBD)
+
+### Under the hood
+- Bump werkzeug upper bound dependency to `<v2.0` ([#3011](https://github.com/fishtown-analytics/dbt/pull/3011))
+- Performance fixes for many different things ([#2862](https://github.com/fishtown-analytics/dbt/issues/2862), [#3034](https://github.com/fishtown-analytics/dbt/pull/3034))
+
+Contributors:
+- [@Bl3f](https://github.com/Bl3f) ([#3011](https://github.com/fishtown-analytics/dbt/pull/3011))
+
+## dbt 0.19.0 (January 27, 2021)
+
+## dbt 0.19.0rc3 (January 27, 2021)
+
+### Under the hood
+- Cleanup docker resources, use single `docker/Dockerfile` for publishing dbt as a docker image ([dbt-release#3](https://github.com/fishtown-analytics/dbt-release/issues/3), [#3019](https://github.com/fishtown-analytics/dbt/pull/3019))
 
 ## dbt 0.19.0rc2 (January 14, 2021)
 
-
 ### Fixes
 - Fix regression with defining exposures and other resources with the same name ([#2969](https://github.com/fishtown-analytics/dbt/issues/2969), [#3009](https://github.com/fishtown-analytics/dbt/pull/3009))
 - Remove ellipses printed while parsing ([#2971](https://github.com/fishtown-analytics/dbt/issues/2971), [#2996](https://github.com/fishtown-analytics/dbt/pull/2996))
@@ -36,6 +66,7 @@ Contributors:
 - Normalize cli-style-strings in manifest selectors dictionary ([#2879](https://github.com/fishtown-anaytics/dbt/issues/2879), [#2895](https://github.com/fishtown-analytics/dbt/pull/2895))
 - Hourly, monthly and yearly partitions available in BigQuery ([#2476](https://github.com/fishtown-analytics/dbt/issues/2476), [#2903](https://github.com/fishtown-analytics/dbt/pull/2903))
 - Allow BigQuery to default to the environment's default project ([#2828](https://github.com/fishtown-analytics/dbt/pull/2828), [#2908](https://github.com/fishtown-analytics/dbt/pull/2908))
+- Rationalize run result status reporting and clean up artifact schema ([#2493](https://github.com/fishtown-analytics/dbt/issues/2493), [#2943](https://github.com/fishtown-analytics/dbt/pull/2943))
 
 ### Fixes
 - Respect `--project-dir` in `dbt clean` command ([#2840](https://github.com/fishtown-analytics/dbt/issues/2840), [#2841](https://github.com/fishtown-analytics/dbt/pull/2841))
@@ -927,7 +958,6 @@ Thanks for your contributions to dbt!
 - [@bastienboutonnet](https://github.com/bastienboutonnet) ([#1591](https://github.com/fishtown-analytics/dbt/pull/1591), [#1689](https://github.com/fishtown-analytics/dbt/pull/1689))
 
 
-
 ## dbt 0.14.0 - Wilt Chamberlain (July 10, 2019)
 
 ### Overview

core/Cargo.lock

@@ -0,0 +1,241 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+[[package]]
+name = "cfg-if"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
+
+[[package]]
+name = "ctor"
+version = "0.1.19"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8f45d9ad417bcef4817d614a501ab55cdd96a6fdb24f49aab89a54acfd66b19"
+dependencies = [
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "extensions-tracking"
+version = "0.1.0"
+dependencies = [
+ "pyo3",
+]
+
+[[package]]
+name = "ghost"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a5bcf1bbeab73aa4cf2fde60a846858dc036163c7c33bec309f8d17de785479"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "indoc"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e5a75aeaaef0ce18b58056d306c27b07436fbb34b8816c53094b76dd81803136"
+dependencies = [
+ "unindent",
+]
+
+[[package]]
+name = "instant"
+version = "0.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "61124eeebbd69b8190558df225adf7e4caafce0d743919e5d6b19652314ec5ec"
+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
+name = "inventory"
+version = "0.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0f0f7efb804ec95e33db9ad49e4252f049e37e8b0a4652e3cd61f7999f2eff7f"
+dependencies = [
+ "ctor",
+ "ghost",
+ "inventory-impl",
+]
+
+[[package]]
+name = "inventory-impl"
+version = "0.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "75c094e94816723ab936484666968f5b58060492e880f3c8d00489a1e244fa51"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "libc"
+version = "0.2.86"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b7282d924be3275cec7f6756ff4121987bc6481325397dde6ba3e7802b1a8b1c"
+
+[[package]]
+name = "lock_api"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dd96ffd135b2fd7b973ac026d28085defbe8983df057ced3eb4f2130b0831312"
+dependencies = [
+ "scopeguard",
+]
+
+[[package]]
+name = "parking_lot"
+version = "0.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d7744ac029df22dca6284efe4e898991d28e3085c706c972bcd7da4a27a15eb"
+dependencies = [
+ "instant",
+ "lock_api",
+ "parking_lot_core",
+]
+
+[[package]]
+name = "parking_lot_core"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ccb628cad4f84851442432c60ad8e1f607e29752d0bf072cbd0baf28aa34272"
+dependencies = [
+ "cfg-if",
+ "instant",
+ "libc",
+ "redox_syscall",
+ "smallvec",
+ "winapi",
+]
+
+[[package]]
+name = "paste"
+version = "1.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c5d65c4d95931acda4498f675e332fcbdc9a06705cd07086c510e9b6009cd1c1"
+
+[[package]]
+name = "proc-macro2"
+version = "1.0.24"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e0704ee1a7e00d7bb417d0770ea303c1bccbabf0ef1667dae92b5967f5f8a71"
+dependencies = [
+ "unicode-xid",
+]
+
+[[package]]
+name = "pyo3"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "00ca634cf3acd58a599b535ed6cb188223298977d471d146121792bfa23b754c"
+dependencies = [
+ "cfg-if",
+ "ctor",
+ "indoc",
+ "inventory",
+ "libc",
+ "parking_lot",
+ "paste",
+ "pyo3-macros",
+ "unindent",
+]
+
+[[package]]
+name = "pyo3-macros"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "483ac516dbda6789a5b4be0271e7a31b9ad4ec8c0a5955050e8076f72bdbef8f"
+dependencies = [
+ "pyo3-macros-backend",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "pyo3-macros-backend"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "15230cabcda008f03565ed8bac40f094cbb5ee1b46e6551f1ec3a0e922cf7df9"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "quote"
+version = "1.0.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "991431c3519a3f36861882da93630ce66b52918dcf1b8e2fd66b397fc96f28df"
+dependencies = [
+ "proc-macro2",
+]
+
+[[package]]
+name = "redox_syscall"
+version = "0.1.57"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "41cc0f7e4d5d4544e8861606a285bb08d3e70712ccc7d2b84d7c0ccfaf4b05ce"
+
+[[package]]
+name = "scopeguard"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d29ab0c6d3fc0ee92fe66e2d99f700eab17a8d57d1c1d3b748380fb20baa78cd"
+
+[[package]]
+name = "smallvec"
+version = "1.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fe0f37c9e8f3c5a4a66ad655a93c74daac4ad00c441533bf5c6e7990bb42604e"
+
+[[package]]
+name = "syn"
+version = "1.0.60"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c700597eca8a5a762beb35753ef6b94df201c81cca676604f547495a0d7f0081"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-xid",
+]
+
+[[package]]
+name = "unicode-xid"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f7fe0bb3479651439c9112f72b6c505038574c9fbb575ed1bf3b797fa39dd564"
+
+[[package]]
+name = "unindent"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f14ee04d9415b52b3aeab06258a3f07093182b88ba0f9b8d203f211a7a7d41c7"
+
+[[package]]
+name = "winapi"
+version = "0.3.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c839a674fcd7a98952e593242ea400abe93992746761e38641405d28b00f419"
+dependencies = [
+ "winapi-i686-pc-windows-gnu",
+ "winapi-x86_64-pc-windows-gnu",
+]
+
+[[package]]
+name = "winapi-i686-pc-windows-gnu"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
+
+[[package]]
+name = "winapi-x86_64-pc-windows-gnu"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"

core/Cargo.toml

@@ -0,0 +1,2 @@
+[workspace]
+members = [ "extensions/tracking",]

core/MANIFEST.in

@@ -1 +1,3 @@
 recursive-include dbt/include *.py *.sql *.yml *.html *.md
+recursive-include extensions *
+include Cargo.toml

core/dbt/adapters/base/column.py

@@ -1,14 +1,12 @@
 from dataclasses import dataclass
 import re
-
-from hologram import JsonSchemaMixin
-from dbt.exceptions import RuntimeException
-
 from typing import Dict, ClassVar, Any, Optional
 
+from dbt.exceptions import RuntimeException
+
 
 @dataclass
-class Column(JsonSchemaMixin):
+class Column:
     TYPE_LABELS: ClassVar[Dict[str, str]] = {
         'STRING': 'TEXT',
         'TIMESTAMP': 'TIMESTAMP',

core/dbt/adapters/base/impl.py

@@ -28,7 +28,7 @@ from dbt.clients.jinja import MacroGenerator
 from dbt.contracts.graph.compiled import (
     CompileResultNode, CompiledSeedNode
 )
-from dbt.contracts.graph.manifest import Manifest
+from dbt.contracts.graph.manifest import Manifest, MacroManifest
 from dbt.contracts.graph.parsed import ParsedSeedNode
 from dbt.exceptions import warn_or_error
 from dbt.node_types import NodeType
@@ -160,7 +160,7 @@ class BaseAdapter(metaclass=AdapterMeta):
         self.config = config
         self.cache = RelationsCache()
         self.connections = self.ConnectionManager(config)
-        self._macro_manifest_lazy: Optional[Manifest] = None
+        self._macro_manifest_lazy: Optional[MacroManifest] = None
 
     ###
     # Methods that pass through to the connection manager
@@ -259,18 +259,18 @@ class BaseAdapter(metaclass=AdapterMeta):
         return cls.ConnectionManager.TYPE
 
     @property
-    def _macro_manifest(self) -> Manifest:
+    def _macro_manifest(self) -> MacroManifest:
         if self._macro_manifest_lazy is None:
             return self.load_macro_manifest()
         return self._macro_manifest_lazy
 
-    def check_macro_manifest(self) -> Optional[Manifest]:
+    def check_macro_manifest(self) -> Optional[MacroManifest]:
         """Return the internal manifest (used for executing macros) if it's
         been initialized, otherwise return None.
         """
         return self._macro_manifest_lazy
 
-    def load_macro_manifest(self) -> Manifest:
+    def load_macro_manifest(self) -> MacroManifest:
         if self._macro_manifest_lazy is None:
             # avoid a circular import
             from dbt.parser.manifest import load_macro_manifest

core/dbt/adapters/base/relation.py

@@ -21,8 +21,8 @@ Self = TypeVar('Self', bound='BaseRelation')
 
 @dataclass(frozen=True, eq=False, repr=False)
 class BaseRelation(FakeAPIObject, Hashable):
-    type: Optional[RelationType]
     path: Path
+    type: Optional[RelationType] = None
     quote_character: str = '"'
     include_policy: Policy = Policy()
     quote_policy: Policy = Policy()
@@ -203,7 +203,7 @@ class BaseRelation(FakeAPIObject, Hashable):
 
     @staticmethod
     def add_ephemeral_prefix(name: str):
-        return f'__dbt__CTE__{name}'
+        return f'__dbt__cte__{name}'
 
     @classmethod
     def create_ephemeral_from_node(

core/dbt/clients/jinja.py

@@ -231,6 +231,7 @@ class BaseMacroGenerator:
         template = self.get_template()
         # make the module. previously we set both vars and local, but that's
         # redundant: They both end up in the same place
+        # make_module is in jinja2.environment. It returns a TemplateModule
         module = template.make_module(vars=self.context, shared=False)
         macro = module.__dict__[get_dbt_macro_name(name)]
         module.__dict__.update(self.context)
@@ -244,6 +245,7 @@ class BaseMacroGenerator:
             raise_compiler_error(str(e))
 
     def call_macro(self, *args, **kwargs):
+        # called from __call__ methods
         if self.context is None:
             raise InternalException(
                 'Context is still None in call_macro!'
@@ -306,8 +308,10 @@ class MacroGenerator(BaseMacroGenerator):
             e.stack.append(self.macro)
             raise e
 
+    # This adds the macro's unique id to the node's 'depends_on'
     @contextmanager
     def track_call(self):
+        # This is only called from __call__
         if self.stack is None or self.node is None:
             yield
         else:
@@ -322,6 +326,7 @@ class MacroGenerator(BaseMacroGenerator):
             finally:
                 self.stack.pop(unique_id)
 
+    # this makes MacroGenerator objects callable like functions
     def __call__(self, *args, **kwargs):
         with self.track_call():
             return self.call_macro(*args, **kwargs)

core/dbt/clients/system.py

@@ -438,7 +438,9 @@ def run_cmd(
     return out, err
 
 
-def download(url: str, path: str, timeout: Union[float, tuple] = None) -> None:
+def download(
+    url: str, path: str, timeout: Optional[Union[float, tuple]] = None
+) -> None:
     path = convert_path(path)
     connection_timeout = timeout or float(os.getenv('DBT_HTTP_TIMEOUT', 10))
     response = requests.get(url, timeout=connection_timeout)

core/dbt/clients/yaml_helper.py

@@ -1,16 +1,19 @@
-from typing import Any
-
 import dbt.exceptions
 
 import yaml
 import yaml.scanner
 
 # the C version is faster, but it doesn't always exist
-YamlLoader: Any
 try:
-    from yaml import CSafeLoader as YamlLoader
+    from yaml import (
+        CLoader as Loader,
+        CSafeLoader as SafeLoader,
+        CDumper as Dumper
+    )
 except ImportError:
-    from yaml import SafeLoader as YamlLoader
+    from yaml import (  # type: ignore  # noqa: F401
+        Loader, SafeLoader, Dumper
+    )
 
 
 YAML_ERROR_MESSAGE = """
@@ -54,7 +57,7 @@ def contextualized_yaml_error(raw_contents, error):
 
 
 def safe_load(contents):
-    return yaml.load(contents, Loader=YamlLoader)
+    return yaml.load(contents, Loader=SafeLoader)
 
 
 def load_yaml_text(contents):

core/dbt/compilation.py

@@ -191,11 +191,11 @@ class Compiler:
             [
                 InjectedCTE(
                     id="cte_id_1",
-                    sql="__dbt__CTE__ephemeral as (select * from table)",
+                    sql="__dbt__cte__ephemeral as (select * from table)",
                 ),
                 InjectedCTE(
                     id="cte_id_2",
-                    sql="__dbt__CTE__events as (select id, type from events)",
+                    sql="__dbt__cte__events as (select id, type from events)",
                 ),
             ]
 
@@ -206,8 +206,8 @@ class Compiler:
 
         This will spit out:
 
-          "with __dbt__CTE__ephemeral as (select * from table),
-                __dbt__CTE__events as (select id, type from events),
+          "with __dbt__cte__ephemeral as (select * from table),
+                __dbt__cte__events as (select id, type from events),
                 with internal_cte as (select * from sessions)
            select * from internal_cte"
 
@@ -246,7 +246,7 @@ class Compiler:
         return str(parsed)
 
     def _get_dbt_test_name(self) -> str:
-        return 'dbt__CTE__INTERNAL_test'
+        return 'dbt__cte__internal_test'
 
     # This method is called by the 'compile_node' method. Starting
     # from the node that it is passed in, it will recursively call

core/dbt/config/profile.py

@@ -2,7 +2,7 @@ from dataclasses import dataclass
 from typing import Any, Dict, Optional, Tuple
 import os
 
-from hologram import ValidationError
+from dbt.dataclass_schema import ValidationError
 
 from dbt.clients.system import load_file_contents
 from dbt.clients.yaml_helper import load_yaml_text
@@ -75,6 +75,7 @@ def read_user_config(directory: str) -> UserConfig:
         if profile:
             user_cfg = coerce_dict_str(profile.get('config', {}))
             if user_cfg is not None:
+                UserConfig.validate(user_cfg)
                 return UserConfig.from_dict(user_cfg)
     except (RuntimeException, ValidationError):
         pass
@@ -137,10 +138,10 @@ class Profile(HasCredentials):
     def validate(self):
         try:
             if self.credentials:
-                self.credentials.to_dict(validate=True)
-            ProfileConfig.from_dict(
-                self.to_profile_info(serialize_credentials=True)
-            )
+                dct = self.credentials.to_dict()
+                self.credentials.validate(dct)
+            dct = self.to_profile_info(serialize_credentials=True)
+            ProfileConfig.validate(dct)
         except ValidationError as exc:
             raise DbtProfileError(validator_error_message(exc)) from exc
 
@@ -160,7 +161,9 @@ class Profile(HasCredentials):
         typename = profile.pop('type')
         try:
             cls = load_plugin(typename)
-            credentials = cls.from_dict(profile)
+            data = cls.translate_aliases(profile)
+            cls.validate(data)
+            credentials = cls.from_dict(data)
         except (RuntimeException, ValidationError) as e:
             msg = str(e) if isinstance(e, RuntimeException) else e.message
             raise DbtProfileError(
@@ -233,6 +236,7 @@ class Profile(HasCredentials):
         """
         if user_cfg is None:
             user_cfg = {}
+        UserConfig.validate(user_cfg)
         config = UserConfig.from_dict(user_cfg)
 
         profile = cls(

core/dbt/config/project.py

@@ -26,15 +26,12 @@ from dbt.version import get_installed_version
 from dbt.utils import MultiDict
 from dbt.node_types import NodeType
 from dbt.config.selectors import SelectorDict
-
 from dbt.contracts.project import (
     Project as ProjectContract,
     SemverString,
 )
 from dbt.contracts.project import PackageConfig
-
-from hologram import ValidationError
-
+from dbt.dataclass_schema import ValidationError
 from .renderer import DbtProjectYamlRenderer
 from .selectors import (
     selector_config_from_data,
@@ -101,6 +98,7 @@ def package_config_from_data(packages_data: Dict[str, Any]):
         packages_data = {'packages': []}
 
     try:
+        PackageConfig.validate(packages_data)
         packages = PackageConfig.from_dict(packages_data)
     except ValidationError as e:
         raise DbtProjectError(
@@ -306,7 +304,10 @@ class PartialProject(RenderComponents):
         )
 
         try:
-            cfg = ProjectContract.from_dict(rendered.project_dict)
+            ProjectContract.validate(rendered.project_dict)
+            cfg = ProjectContract.from_dict(
+                rendered.project_dict
+            )
         except ValidationError as e:
             raise DbtProjectError(validator_error_message(e)) from e
         # name/version are required in the Project definition, so we can assume
@@ -586,7 +587,7 @@ class Project:
 
     def validate(self):
         try:
-            ProjectContract.from_dict(self.to_project_config())
+            ProjectContract.validate(self.to_project_config())
         except ValidationError as e:
             raise DbtProjectError(validator_error_message(e)) from e
 

core/dbt/config/runtime.py

@@ -33,7 +33,7 @@ from dbt.exceptions import (
     raise_compiler_error
 )
 
-from hologram import ValidationError
+from dbt.dataclass_schema import ValidationError
 
 
 def _project_quoting_dict(
@@ -174,7 +174,7 @@ class RuntimeConfig(Project, Profile, AdapterRequiredConfig):
         :raises DbtProjectError: If the configuration fails validation.
         """
         try:
-            Configuration.from_dict(self.serialize())
+            Configuration.validate(self.serialize())
         except ValidationError as e:
             raise DbtProjectError(validator_error_message(e)) from e
 
@@ -391,7 +391,7 @@ class UnsetConfig(UserConfig):
                 f"'UnsetConfig' object has no attribute {name}"
             )
 
-    def to_dict(self):
+    def __post_serialize__(self, dct, options=None):
         return {}
 
 

core/dbt/config/selectors.py

@@ -1,8 +1,9 @@
 from pathlib import Path
 from typing import Dict, Any
-import yaml
-
-from hologram import ValidationError
+from dbt.clients.yaml_helper import (  # noqa: F401
+    yaml, Loader, Dumper, load_yaml_text
+)
+from dbt.dataclass_schema import ValidationError
 
 from .renderer import SelectorRenderer
 
@@ -11,7 +12,6 @@ from dbt.clients.system import (
     path_exists,
     resolve_path_from_base,
 )
-from dbt.clients.yaml_helper import load_yaml_text
 from dbt.contracts.selection import SelectorFile
 from dbt.exceptions import DbtSelectorsError, RuntimeException
 from dbt.graph import parse_from_selectors_definition, SelectionSpec
@@ -30,9 +30,11 @@ Validator Error:
 
 
 class SelectorConfig(Dict[str, SelectionSpec]):
+
     @classmethod
-    def from_dict(cls, data: Dict[str, Any]) -> 'SelectorConfig':
+    def selectors_from_dict(cls, data: Dict[str, Any]) -> 'SelectorConfig':
         try:
+            SelectorFile.validate(data)
             selector_file = SelectorFile.from_dict(data)
             selectors = parse_from_selectors_definition(selector_file)
         except ValidationError as exc:
@@ -66,7 +68,7 @@ class SelectorConfig(Dict[str, SelectionSpec]):
                 f'Could not render selector data: {exc}',
                 result_type='invalid_selector',
             ) from exc
-        return cls.from_dict(rendered)
+        return cls.selectors_from_dict(rendered)
 
     @classmethod
     def from_path(
@@ -107,7 +109,7 @@ def selector_config_from_data(
         selectors_data = {'selectors': []}
 
     try:
-        selectors = SelectorConfig.from_dict(selectors_data)
+        selectors = SelectorConfig.selectors_from_dict(selectors_data)
     except ValidationError as e:
         raise DbtSelectorsError(
             MALFORMED_SELECTOR_ERROR.format(error=str(e.message)),

core/dbt/context/base.py

@@ -7,13 +7,14 @@ from typing import (
 from dbt import flags
 from dbt import tracking
 from dbt.clients.jinja import undefined_error, get_rendered
-from dbt.clients import yaml_helper
+from dbt.clients.yaml_helper import (  # noqa: F401
+    yaml, safe_load, SafeLoader, Loader, Dumper
+)
 from dbt.contracts.graph.compiled import CompiledResource
 from dbt.exceptions import raise_compiler_error, MacroReturn
 from dbt.logger import GLOBAL_LOGGER as logger
 from dbt.version import __version__ as dbt_version
 
-import yaml
 # These modules are added to the context. Consider alternative
 # approaches which will extend well to potentially many modules
 import pytz
@@ -172,6 +173,7 @@ class BaseContext(metaclass=ContextMeta):
             builtins[key] = value
         return builtins
 
+    # no dbtClassMixin so this is not an actual override
     def to_dict(self):
         self._ctx['context'] = self._ctx
         builtins = self.generate_builtins()
@@ -394,7 +396,7 @@ class BaseContext(metaclass=ContextMeta):
             -- ["good"]
         """
         try:
-            return yaml_helper.safe_load(value)
+            return safe_load(value)
         except (AttributeError, ValueError, yaml.YAMLError):
             return default
 

core/dbt/context/context_config.py

@@ -165,7 +165,7 @@ class ContextConfigGenerator(BaseContextConfigGenerator[C]):
         # Calculate the defaults. We don't want to validate the defaults,
         # because it might be invalid in the case of required config members
         # (such as on snapshots!)
-        result = config_cls.from_dict({}, validate=False)
+        result = config_cls.from_dict({})
         return result
 
     def _update_from_config(

core/dbt/context/macro_resolver.py

@@ -0,0 +1,153 @@
+from typing import (
+    Dict, MutableMapping, Optional
+)
+from dbt.contracts.graph.parsed import ParsedMacro
+from dbt.exceptions import raise_duplicate_macro_name, raise_compiler_error
+from dbt.include.global_project import PROJECT_NAME as GLOBAL_PROJECT_NAME
+from dbt.clients.jinja import MacroGenerator
+
+MacroNamespace = Dict[str, ParsedMacro]
+
+
+# This class builds the MacroResolver by adding macros
+# to various categories for finding macros in the right order,
+# so that higher precedence macros are found first.
+# This functionality is also provided by the MacroNamespace,
+# but the intention is to eventually replace that class.
+# This enables us to get the macor unique_id without
+# processing every macro in the project.
+class MacroResolver:
+    def __init__(
+        self,
+        macros: MutableMapping[str, ParsedMacro],
+        root_project_name: str,
+        internal_package_names,
+    ) -> None:
+        self.root_project_name = root_project_name
+        self.macros = macros
+        # internal packages comes from get_adapter_package_names
+        self.internal_package_names = internal_package_names
+
+        # To be filled in from macros.
+        self.internal_packages: Dict[str, MacroNamespace] = {}
+        self.packages: Dict[str, MacroNamespace] = {}
+        self.root_package_macros: MacroNamespace = {}
+
+        # add the macros to internal_packages, packages, and root packages
+        self.add_macros()
+        self._build_internal_packages_namespace()
+        self._build_macros_by_name()
+
+    def _build_internal_packages_namespace(self):
+        # Iterate in reverse-order and overwrite: the packages that are first
+        # in the list are the ones we want to "win".
+        self.internal_packages_namespace: MacroNamespace = {}
+        for pkg in reversed(self.internal_package_names):
+            if pkg in self.internal_packages:
+                # Turn the internal packages into a flat namespace
+                self.internal_packages_namespace.update(
+                    self.internal_packages[pkg])
+
+    def _build_macros_by_name(self):
+        macros_by_name = {}
+        # search root package macros
+        for macro in self.root_package_macros.values():
+            macros_by_name[macro.name] = macro
+        # search miscellaneous non-internal packages
+        for fnamespace in self.packages.values():
+            for macro in fnamespace.values():
+                macros_by_name[macro.name] = macro
+        # search all internal packages
+        for macro in self.internal_packages_namespace.values():
+            macros_by_name[macro.name] = macro
+        self.macros_by_name = macros_by_name
+
+    def _add_macro_to(
+        self,
+        package_namespaces: Dict[str, MacroNamespace],
+        macro: ParsedMacro,
+    ):
+        if macro.package_name in package_namespaces:
+            namespace = package_namespaces[macro.package_name]
+        else:
+            namespace = {}
+            package_namespaces[macro.package_name] = namespace
+
+        if macro.name in namespace:
+            raise_duplicate_macro_name(
+                macro, macro, macro.package_name
+            )
+        package_namespaces[macro.package_name][macro.name] = macro
+
+    def add_macro(self, macro: ParsedMacro):
+        macro_name: str = macro.name
+
+        # internal macros (from plugins) will be processed separately from
+        # project macros, so store them in a different place
+        if macro.package_name in self.internal_package_names:
+            self._add_macro_to(self.internal_packages, macro)
+        else:
+            # if it's not an internal package
+            self._add_macro_to(self.packages, macro)
+            # add to root_package_macros if it's in the root package
+            if macro.package_name == self.root_project_name:
+                self.root_package_macros[macro_name] = macro
+
+    def add_macros(self):
+        for macro in self.macros.values():
+            self.add_macro(macro)
+
+    def get_macro_id(self, local_package, macro_name):
+        local_package_macros = {}
+        if (local_package not in self.internal_package_names and
+                local_package in self.packages):
+            local_package_macros = self.packages[local_package]
+        # First: search the local packages for this macro
+        if macro_name in local_package_macros:
+            return local_package_macros[macro_name].unique_id
+        if macro_name in self.macros_by_name:
+            return self.macros_by_name[macro_name].unique_id
+        return None
+
+
+# Currently this is just used by test processing in the schema
+# parser (in connection with the MacroResolver). Future work
+# will extend the use of these classes to other parsing areas.
+# One of the features of this class compared to the MacroNamespace
+# is that you can limit the number of macros provided to the
+# context dictionary in the 'to_dict' manifest method.
+class TestMacroNamespace:
+    def __init__(
+        self, macro_resolver, ctx, node, thread_ctx, depends_on_macros
+    ):
+        self.macro_resolver = macro_resolver
+        self.ctx = ctx
+        self.node = node
+        self.thread_ctx = thread_ctx
+        local_namespace = {}
+        if depends_on_macros:
+            for macro_unique_id in depends_on_macros:
+                macro = self.manifest.macros[macro_unique_id]
+                local_namespace[macro.name] = MacroGenerator(
+                    macro, self.ctx, self.node, self.thread_ctx,
+                )
+        self.local_namespace = local_namespace
+
+    def get_from_package(
+        self, package_name: Optional[str], name: str
+    ) -> Optional[MacroGenerator]:
+        macro = None
+        if package_name is None:
+            macro = self.macro_resolver.macros_by_name.get(name)
+        elif package_name == GLOBAL_PROJECT_NAME:
+            macro = self.macro_resolver.internal_packages_namespace.get(name)
+        elif package_name in self.resolver.packages:
+            macro = self.macro_resolver.packages[package_name].get(name)
+        else:
+            raise_compiler_error(
+                f"Could not find package '{package_name}'"
+            )
+        macro_func = MacroGenerator(
+            macro, self.ctx, self.node, self.thread_ctx
+        )
+        return macro_func

core/dbt/context/macros.py

@@ -15,6 +15,10 @@ NamespaceMember = Union[FlatNamespace, MacroGenerator]
 FullNamespace = Dict[str, NamespaceMember]
 
 
+# The point of this class is to collect the various macros
+# and provide the ability to flatten them into the ManifestContexts
+# that are created for jinja, so that macro calls can be resolved.
+# Creates special iterators and _keys methods to flatten the lists.
 class MacroNamespace(Mapping):
     def __init__(
         self,
@@ -37,12 +41,16 @@ class MacroNamespace(Mapping):
         }
         yield self.global_project_namespace
 
+    # provides special keys method for MacroNamespace iterator
+    # returns keys from local_namespace, global_namespace, packages,
+    # global_project_namespace
     def _keys(self) -> Set[str]:
         keys: Set[str] = set()
         for search in self._search_order():
             keys.update(search)
         return keys
 
+    # special iterator using special keys
     def __iter__(self) -> Iterator[str]:
         for key in self._keys():
             yield key
@@ -72,6 +80,10 @@ class MacroNamespace(Mapping):
             )
 
 
+# This class builds the MacroNamespace by adding macros to
+# internal_packages or packages, and locals/globals.
+# Call 'build_namespace' to return a MacroNamespace.
+# This is used by ManifestContext (and subclasses)
 class MacroNamespaceBuilder:
     def __init__(
         self,
@@ -83,10 +95,15 @@ class MacroNamespaceBuilder:
     ) -> None:
         self.root_package = root_package
         self.search_package = search_package
+        # internal packages comes from get_adapter_package_names
         self.internal_package_names = set(internal_packages)
         self.internal_package_names_order = internal_packages
+        # macro_func is added here if in root package
         self.globals: FlatNamespace = {}
+        # macro_func is added here if it's the package for this node
         self.locals: FlatNamespace = {}
+        # Create a dictionary of [package name][macro name] =
+        #     MacroGenerator object which acts like a function
         self.internal_packages: Dict[str, FlatNamespace] = {}
         self.packages: Dict[str, FlatNamespace] = {}
         self.thread_ctx = thread_ctx
@@ -94,25 +111,28 @@ class MacroNamespaceBuilder:
 
     def _add_macro_to(
         self,
-        heirarchy: Dict[str, FlatNamespace],
+        hierarchy: Dict[str, FlatNamespace],
         macro: ParsedMacro,
         macro_func: MacroGenerator,
     ):
-        if macro.package_name in heirarchy:
-            namespace = heirarchy[macro.package_name]
+        if macro.package_name in hierarchy:
+            namespace = hierarchy[macro.package_name]
         else:
             namespace = {}
-            heirarchy[macro.package_name] = namespace
+            hierarchy[macro.package_name] = namespace
 
         if macro.name in namespace:
             raise_duplicate_macro_name(
                 macro_func.macro, macro, macro.package_name
             )
-        heirarchy[macro.package_name][macro.name] = macro_func
+        hierarchy[macro.package_name][macro.name] = macro_func
 
     def add_macro(self, macro: ParsedMacro, ctx: Dict[str, Any]):
         macro_name: str = macro.name
 
+        # MacroGenerator is in clients/jinja.py
+        # a MacroGenerator object is a callable object that will
+        # execute the MacroGenerator.__call__ function
         macro_func: MacroGenerator = MacroGenerator(
             macro, ctx, self.node, self.thread_ctx
         )
@@ -122,10 +142,12 @@ class MacroNamespaceBuilder:
         if macro.package_name in self.internal_package_names:
             self._add_macro_to(self.internal_packages, macro, macro_func)
         else:
+            # if it's not an internal package
             self._add_macro_to(self.packages, macro, macro_func)
-
+            # add to locals if it's the package this node is in
             if macro.package_name == self.search_package:
                 self.locals[macro_name] = macro_func
+            # add to globals if it's in the root package
             elif macro.package_name == self.root_package:
                 self.globals[macro_name] = macro_func
 
@@ -143,6 +165,7 @@ class MacroNamespaceBuilder:
         global_project_namespace: FlatNamespace = {}
         for pkg in reversed(self.internal_package_names_order):
             if pkg in self.internal_packages:
+                # add the macros pointed to by this package name
                 global_project_namespace.update(self.internal_packages[pkg])
 
         return MacroNamespace(

core/dbt/context/manifest.py

@@ -2,7 +2,8 @@ from typing import List
 
 from dbt.clients.jinja import MacroStack
 from dbt.contracts.connection import AdapterRequiredConfig
-from dbt.contracts.graph.manifest import Manifest
+from dbt.contracts.graph.manifest import Manifest, AnyManifest
+from dbt.context.macro_resolver import TestMacroNamespace
 
 
 from .configured import ConfiguredContext
@@ -19,17 +20,25 @@ class ManifestContext(ConfiguredContext):
     def __init__(
         self,
         config: AdapterRequiredConfig,
-        manifest: Manifest,
+        manifest: AnyManifest,
         search_package: str,
     ) -> None:
         super().__init__(config)
         self.manifest = manifest
+        # this is the package of the node for which this context was built
         self.search_package = search_package
         self.macro_stack = MacroStack()
+        # This namespace is used by the BaseDatabaseWrapper in jinja rendering.
+        # The namespace is passed to it when it's constructed. It expects
+        # to be able to do: namespace.get_from_package(..)
+        self.namespace = self._build_namespace()
+
+    def _build_namespace(self):
+        # this takes all the macros in the manifest and adds them
+        # to the MacroNamespaceBuilder stored in self.namespace
         builder = self._get_namespace_builder()
-        self.namespace = builder.build_namespace(
-            self.manifest.macros.values(),
-            self._ctx,
+        return builder.build_namespace(
+            self.manifest.macros.values(), self._ctx
         )
 
     def _get_namespace_builder(self) -> MacroNamespaceBuilder:
@@ -46,9 +55,15 @@ class ManifestContext(ConfiguredContext):
             None,
         )
 
+    # This does not use the Mashumaro code
     def to_dict(self):
         dct = super().to_dict()
-        dct.update(self.namespace)
+        # This moves all of the macros in the 'namespace' into top level
+        # keys in the manifest dictionary
+        if isinstance(self.namespace, TestMacroNamespace):
+            dct.update(self.namespace.local_namespace)
+        else:
+            dct.update(self.namespace)
         return dct
 
 

core/dbt/context/providers.py

@@ -10,15 +10,18 @@ from dbt import deprecations
 from dbt.adapters.base.column import Column
 from dbt.adapters.factory import get_adapter, get_adapter_package_names
 from dbt.clients import agate_helper
-from dbt.clients.jinja import get_rendered, MacroGenerator
+from dbt.clients.jinja import get_rendered, MacroGenerator, MacroStack
 from dbt.config import RuntimeConfig, Project
 from .base import contextmember, contextproperty, Var
 from .configured import FQNLookup
 from .context_config import ContextConfig
+from dbt.context.macro_resolver import MacroResolver, TestMacroNamespace
 from .macros import MacroNamespaceBuilder, MacroNamespace
 from .manifest import ManifestContext
-from dbt.contracts.graph.manifest import Manifest, Disabled
 from dbt.contracts.connection import AdapterResponse
+from dbt.contracts.graph.manifest import (
+    Manifest, AnyManifest, Disabled, MacroManifest
+)
 from dbt.contracts.graph.compiled import (
     CompiledResource,
     CompiledSeedNode,
@@ -141,6 +144,7 @@ class BaseDatabaseWrapper:
             for prefix in self._get_adapter_macro_prefixes():
                 search_name = f'{prefix}__{macro_name}'
                 try:
+                    # this uses the namespace from the context
                     macro = self._namespace.get_from_package(
                         package_name, search_name
                     )
@@ -638,10 +642,13 @@ class ProviderContext(ManifestContext):
         self.context_config: Optional[ContextConfig] = context_config
         self.provider: Provider = provider
         self.adapter = get_adapter(self.config)
+        # The macro namespace is used in creating the DatabaseWrapper
         self.db_wrapper = self.provider.DatabaseWrapper(
             self.adapter, self.namespace
         )
 
+    # This overrides the method in ManifestContext, and provides
+    # a model, which the ManifestContext builder does not
     def _get_namespace_builder(self):
         internal_packages = get_adapter_package_names(
             self.config.credentials.type
@@ -1203,7 +1210,7 @@ class MacroContext(ProviderContext):
         self,
         model: ParsedMacro,
         config: RuntimeConfig,
-        manifest: Manifest,
+        manifest: AnyManifest,
         provider: Provider,
         search_package: Optional[str],
     ) -> None:
@@ -1289,34 +1296,28 @@ class ModelContext(ProviderContext):
         return self.db_wrapper.Relation.create_from(self.config, self.model)
 
 
+# This is called by '_context_for', used in 'render_with_context'
 def generate_parser_model(
     model: ManifestNode,
     config: RuntimeConfig,
-    manifest: Manifest,
+    manifest: MacroManifest,
     context_config: ContextConfig,
 ) -> Dict[str, Any]:
+    # The __init__ method of ModelContext also initializes
+    # a ManifestContext object which creates a MacroNamespaceBuilder
+    # which adds every macro in the Manifest.
     ctx = ModelContext(
         model, config, manifest, ParseProvider(), context_config
     )
-    return ctx.to_dict()
-
-
-def generate_parser_macro(
-    macro: ParsedMacro,
-    config: RuntimeConfig,
-    manifest: Manifest,
-    package_name: Optional[str],
-) -> Dict[str, Any]:
-    ctx = MacroContext(
-        macro, config, manifest, ParseProvider(), package_name
-    )
+    # The 'to_dict' method in ManifestContext moves all of the macro names
+    # in the macro 'namespace' up to top level keys
     return ctx.to_dict()
 
 
 def generate_generate_component_name_macro(
     macro: ParsedMacro,
     config: RuntimeConfig,
-    manifest: Manifest,
+    manifest: MacroManifest,
 ) -> Dict[str, Any]:
     ctx = MacroContext(
         macro, config, manifest, GenerateNameProvider(), None
@@ -1369,7 +1370,7 @@ class ExposureSourceResolver(BaseResolver):
 def generate_parse_exposure(
     exposure: ParsedExposure,
     config: RuntimeConfig,
-    manifest: Manifest,
+    manifest: MacroManifest,
     package_name: str,
 ) -> Dict[str, Any]:
     project = config.load_dependencies()[package_name]
@@ -1387,3 +1388,57 @@ def generate_parse_exposure(
             manifest,
         )
     }
+
+
+# This class is currently used by the schema parser in order
+# to limit the number of macros in the context by using
+# the TestMacroNamespace
+class TestContext(ProviderContext):
+    def __init__(
+        self,
+        model,
+        config: RuntimeConfig,
+        manifest: Manifest,
+        provider: Provider,
+        context_config: Optional[ContextConfig],
+        macro_resolver: MacroResolver,
+    ) -> None:
+        # this must be before super init so that macro_resolver exists for
+        # build_namespace
+        self.macro_resolver = macro_resolver
+        self.thread_ctx = MacroStack()
+        super().__init__(model, config, manifest, provider, context_config)
+        self._build_test_namespace
+
+    def _build_namespace(self):
+        return {}
+
+    # this overrides _build_namespace in ManifestContext which provides a
+    # complete namespace of all macros to only specify macros in the depends_on
+    # This only provides a namespace with macros in the test node
+    # 'depends_on.macros' by using the TestMacroNamespace
+    def _build_test_namespace(self):
+        depends_on_macros = []
+        if self.model.depends_on and self.model.depends_on.macros:
+            depends_on_macros = self.model.depends_on.macros
+        macro_namespace = TestMacroNamespace(
+            self.macro_resolver, self.ctx, self.node, self.thread_ctx,
+            depends_on_macros
+        )
+        self._namespace = macro_namespace
+
+
+def generate_test_context(
+    model: ManifestNode,
+    config: RuntimeConfig,
+    manifest: Manifest,
+    context_config: ContextConfig,
+    macro_resolver: MacroResolver
+) -> Dict[str, Any]:
+    ctx = TestContext(
+        model, config, manifest, ParseProvider(), context_config,
+        macro_resolver
+    )
+    # The 'to_dict' method in ManifestContext moves all of the macro names
+    # in the macro 'namespace' up to top level keys
+    return ctx.to_dict()

core/dbt/contracts/connection.py

@@ -2,28 +2,29 @@ import abc
 import itertools
 from dataclasses import dataclass, field
 from typing import (
-    Any, ClassVar, Dict, Tuple, Iterable, Optional, NewType, List, Callable,
+    Any, ClassVar, Dict, Tuple, Iterable, Optional, List, Callable,
 )
-from typing_extensions import Protocol
-
-from hologram import JsonSchemaMixin
-from hologram.helpers import (
-    StrEnum, register_pattern, ExtensibleJsonSchemaMixin
-)
-
-from dbt.contracts.util import Replaceable
 from dbt.exceptions import InternalException
 from dbt.utils import translate_aliases
-
 from dbt.logger import GLOBAL_LOGGER as logger
+from typing_extensions import Protocol
+from dbt.dataclass_schema import (
+    dbtClassMixin, StrEnum, ExtensibleDbtClassMixin,
+    ValidatedStringMixin, register_pattern
+)
+from dbt.contracts.util import Replaceable
 
 
-Identifier = NewType('Identifier', str)
+class Identifier(ValidatedStringMixin):
+    ValidationRegex = r'^[A-Za-z_][A-Za-z0-9_]+$'
+
+
+# we need register_pattern for jsonschema validation
 register_pattern(Identifier, r'^[A-Za-z_][A-Za-z0-9_]+$')
 
 
 @dataclass
-class AdapterResponse(JsonSchemaMixin):
+class AdapterResponse(dbtClassMixin):
     _message: str
     code: Optional[str] = None
     rows_affected: Optional[int] = None
@@ -40,20 +41,19 @@ class ConnectionState(StrEnum):
 
 
 @dataclass(init=False)
-class Connection(ExtensibleJsonSchemaMixin, Replaceable):
+class Connection(ExtensibleDbtClassMixin, Replaceable):
     type: Identifier
-    name: Optional[str]
+    name: Optional[str] = None
     state: ConnectionState = ConnectionState.INIT
     transaction_open: bool = False
-    # prevent serialization
     _handle: Optional[Any] = None
-    _credentials: JsonSchemaMixin = field(init=False)
+    _credentials: Optional[Any] = None
 
     def __init__(
         self,
         type: Identifier,
         name: Optional[str],
-        credentials: JsonSchemaMixin,
+        credentials: dbtClassMixin,
         state: ConnectionState = ConnectionState.INIT,
         transaction_open: bool = False,
         handle: Optional[Any] = None,
@@ -113,7 +113,7 @@ class LazyHandle:
 # will work.
 @dataclass  # type: ignore
 class Credentials(
-    ExtensibleJsonSchemaMixin,
+    ExtensibleDbtClassMixin,
     Replaceable,
     metaclass=abc.ABCMeta
 ):
@@ -132,7 +132,7 @@ class Credentials(
     ) -> Iterable[Tuple[str, Any]]:
         """Return an ordered iterator of key/value pairs for pretty-printing.
         """
-        as_dict = self.to_dict(omit_none=False, with_aliases=with_aliases)
+        as_dict = self.to_dict(options={'keep_none': True})
         connection_keys = set(self._connection_keys())
         aliases: List[str] = []
         if with_aliases:
@@ -148,9 +148,10 @@ class Credentials(
         raise NotImplementedError
 
     @classmethod
-    def from_dict(cls, data):
+    def __pre_deserialize__(cls, data, options=None):
+        data = super().__pre_deserialize__(data, options=options)
         data = cls.translate_aliases(data)
-        return super().from_dict(data)
+        return data
 
     @classmethod
     def translate_aliases(
@@ -158,31 +159,26 @@ class Credentials(
     ) -> Dict[str, Any]:
         return translate_aliases(kwargs, cls._ALIASES, recurse)
 
-    def to_dict(self, omit_none=True, validate=False, *, with_aliases=False):
-        serialized = super().to_dict(omit_none=omit_none, validate=validate)
-        if with_aliases:
-            serialized.update({
-                new_name: serialized[canonical_name]
+    def __post_serialize__(self, dct, options=None):
+        # no super() -- do we need it?
+        if self._ALIASES:
+            dct.update({
+                new_name: dct[canonical_name]
                 for new_name, canonical_name in self._ALIASES.items()
-                if canonical_name in serialized
+                if canonical_name in dct
             })
-        return serialized
+        return dct
 
 
 class UserConfigContract(Protocol):
     send_anonymous_usage_stats: bool
-    use_colors: Optional[bool]
-    partial_parse: Optional[bool]
-    printer_width: Optional[int]
+    use_colors: Optional[bool] = None
+    partial_parse: Optional[bool] = None
+    printer_width: Optional[int] = None
 
     def set_values(self, cookie_dir: str) -> None:
         ...
 
-    def to_dict(
-        self, omit_none: bool = True, validate: bool = False
-    ) -> Dict[str, Any]:
-        ...
-
 
 class HasCredentials(Protocol):
     credentials: Credentials
@@ -216,7 +212,7 @@ DEFAULT_QUERY_COMMENT = '''
 
 
 @dataclass
-class QueryComment(JsonSchemaMixin):
+class QueryComment(dbtClassMixin):
     comment: str = DEFAULT_QUERY_COMMENT
     append: bool = False
 

core/dbt/contracts/files.py

@@ -3,7 +3,7 @@ import os
 from dataclasses import dataclass, field
 from typing import List, Optional, Union
 
-from hologram import JsonSchemaMixin
+from dbt.dataclass_schema import dbtClassMixin
 
 from dbt.exceptions import InternalException
 
@@ -15,7 +15,7 @@ MAXIMUM_SEED_SIZE_NAME = '1MB'
 
 
 @dataclass
-class FilePath(JsonSchemaMixin):
+class FilePath(dbtClassMixin):
     searched_path: str
     relative_path: str
     project_root: str
@@ -51,7 +51,7 @@ class FilePath(JsonSchemaMixin):
 
 
 @dataclass
-class FileHash(JsonSchemaMixin):
+class FileHash(dbtClassMixin):
     name: str  # the hash type name
     checksum: str  # the hashlib.hash_type().hexdigest() of the file contents
 
@@ -91,7 +91,7 @@ class FileHash(JsonSchemaMixin):
 
 
 @dataclass
-class RemoteFile(JsonSchemaMixin):
+class RemoteFile(dbtClassMixin):
     @property
     def searched_path(self) -> str:
         return 'from remote system'
@@ -110,7 +110,7 @@ class RemoteFile(JsonSchemaMixin):
 
 
 @dataclass
-class SourceFile(JsonSchemaMixin):
+class SourceFile(dbtClassMixin):
     """Define a source file in dbt"""
     path: Union[FilePath, RemoteFile]  # the path information
     checksum: FileHash

core/dbt/contracts/graph/compiled.py

@@ -19,19 +19,19 @@ from dbt.contracts.graph.parsed import (
 from dbt.node_types import NodeType
 from dbt.contracts.util import Replaceable
 
-from hologram import JsonSchemaMixin
+from dbt.dataclass_schema import dbtClassMixin
 from dataclasses import dataclass, field
 from typing import Optional, List, Union, Dict, Type
 
 
 @dataclass
-class InjectedCTE(JsonSchemaMixin, Replaceable):
+class InjectedCTE(dbtClassMixin, Replaceable):
     id: str
     sql: str
 
 
 @dataclass
-class CompiledNodeMixin(JsonSchemaMixin):
+class CompiledNodeMixin(dbtClassMixin):
     # this is a special mixin class to provide a required argument. If a node
     # is missing a `compiled` flag entirely, it must not be a CompiledNode.
     compiled: bool
@@ -178,8 +178,7 @@ def parsed_instance_for(compiled: CompiledNode) -> ParsedResource:
         raise ValueError('invalid resource_type: {}'
                          .format(compiled.resource_type))
 
-    # validate=False to allow extra keys from compiling
-    return cls.from_dict(compiled.to_dict(), validate=False)
+    return cls.from_dict(compiled.to_dict())
 
 
 NonSourceCompiledNode = Union[

core/dbt/contracts/graph/manifest.py

@@ -428,158 +428,13 @@ def _update_into(dest: MutableMapping[str, T], new_item: T):
     dest[unique_id] = new_item
 
 
-@dataclass
-class Manifest:
-    """The manifest for the full graph, after parsing and during compilation.
-    """
-    # These attributes are both positional and by keyword. If an attribute
-    # is added it must all be added in the __reduce_ex__ method in the
-    # args tuple in the right position.
-    nodes: MutableMapping[str, ManifestNode]
-    sources: MutableMapping[str, ParsedSourceDefinition]
-    macros: MutableMapping[str, ParsedMacro]
-    docs: MutableMapping[str, ParsedDocumentation]
-    exposures: MutableMapping[str, ParsedExposure]
-    selectors: MutableMapping[str, Any]
-    disabled: List[CompileResultNode]
-    files: MutableMapping[str, SourceFile]
-    metadata: ManifestMetadata = field(default_factory=ManifestMetadata)
-    flat_graph: Dict[str, Any] = field(default_factory=dict)
-    _docs_cache: Optional[DocCache] = None
-    _sources_cache: Optional[SourceCache] = None
-    _refs_cache: Optional[RefableCache] = None
-    _lock: Lock = field(default_factory=flags.MP_CONTEXT.Lock)
-
-    @classmethod
-    def from_macros(
-        cls,
-        macros: Optional[MutableMapping[str, ParsedMacro]] = None,
-        files: Optional[MutableMapping[str, SourceFile]] = None,
-    ) -> 'Manifest':
-        if macros is None:
-            macros = {}
-        if files is None:
-            files = {}
-        return cls(
-            nodes={},
-            sources={},
-            macros=macros,
-            docs={},
-            exposures={},
-            selectors={},
-            disabled=[],
-            files=files,
-        )
-
-    def sync_update_node(
-        self, new_node: NonSourceCompiledNode
-    ) -> NonSourceCompiledNode:
-        """update the node with a lock. The only time we should want to lock is
-        when compiling an ephemeral ancestor of a node at runtime, because
-        multiple threads could be just-in-time compiling the same ephemeral
-        dependency, and we want them to have a consistent view of the manifest.
-
-        If the existing node is not compiled, update it with the new node and
-        return that. If the existing node is compiled, do not update the
-        manifest and return the existing node.
-        """
-        with self._lock:
-            existing = self.nodes[new_node.unique_id]
-            if getattr(existing, 'compiled', False):
-                # already compiled -> must be a NonSourceCompiledNode
-                return cast(NonSourceCompiledNode, existing)
-            _update_into(self.nodes, new_node)
-            return new_node
-
-    def update_exposure(self, new_exposure: ParsedExposure):
-        _update_into(self.exposures, new_exposure)
-
-    def update_node(self, new_node: ManifestNode):
-        _update_into(self.nodes, new_node)
-
-    def update_source(self, new_source: ParsedSourceDefinition):
-        _update_into(self.sources, new_source)
-
-    def build_flat_graph(self):
-        """This attribute is used in context.common by each node, so we want to
-        only build it once and avoid any concurrency issues around it.
-        Make sure you don't call this until you're done with building your
-        manifest!
-        """
-        self.flat_graph = {
-            'nodes': {
-                k: v.to_dict(omit_none=False) for k, v in self.nodes.items()
-            },
-            'sources': {
-                k: v.to_dict(omit_none=False) for k, v in self.sources.items()
-            }
-        }
-
-    def find_disabled_by_name(
-        self, name: str, package: Optional[str] = None
-    ) -> Optional[ManifestNode]:
-        searcher: NameSearcher = NameSearcher(
-            name, package, NodeType.refable()
-        )
-        result = searcher.search(self.disabled)
-        return result
-
-    def find_disabled_source_by_name(
-        self, source_name: str, table_name: str, package: Optional[str] = None
-    ) -> Optional[ParsedSourceDefinition]:
-        search_name = f'{source_name}.{table_name}'
-        searcher: NameSearcher = NameSearcher(
-            search_name, package, [NodeType.Source]
-        )
-        result = searcher.search(self.disabled)
-        if result is not None:
-            assert isinstance(result, ParsedSourceDefinition)
-        return result
-
-    def _find_macros_by_name(
-        self,
-        name: str,
-        root_project_name: str,
-        filter: Optional[Callable[[MacroCandidate], bool]] = None
-    ) -> CandidateList:
-        """Find macros by their name.
-        """
-        # avoid an import cycle
-        from dbt.adapters.factory import get_adapter_package_names
-        candidates: CandidateList = CandidateList()
-        packages = set(get_adapter_package_names(self.metadata.adapter_type))
-        for unique_id, macro in self.macros.items():
-            if macro.name != name:
-                continue
-            candidate = MacroCandidate(
-                locality=_get_locality(macro, root_project_name, packages),
-                macro=macro,
-            )
-            if filter is None or filter(candidate):
-                candidates.append(candidate)
-
-        return candidates
-
-    def _materialization_candidates_for(
-        self, project_name: str,
-        materialization_name: str,
-        adapter_type: Optional[str],
-    ) -> CandidateList:
-
-        if adapter_type is None:
-            specificity = Specificity.Default
-        else:
-            specificity = Specificity.Adapter
-
-        full_name = dbt.utils.get_materialization_macro_name(
-            materialization_name=materialization_name,
-            adapter_type=adapter_type,
-            with_prefix=False,
-        )
-        return CandidateList(
-            MaterializationCandidate.from_macro(m, specificity)
-            for m in self._find_macros_by_name(full_name, project_name)
-        )
+# This contains macro methods that are in both the Manifest
+# and the MacroManifest
+class MacroMethods:
+    # Just to make mypy happy. There must be a better way.
+    def __init__(self):
+        self.macros = []
+        self.metadata = {}
 
     def find_macro_by_name(
         self, name: str, root_project_name: str, package: Optional[str]
@@ -625,6 +480,141 @@ class Manifest:
         )
         return candidates.last()
 
+    def _find_macros_by_name(
+        self,
+        name: str,
+        root_project_name: str,
+        filter: Optional[Callable[[MacroCandidate], bool]] = None
+    ) -> CandidateList:
+        """Find macros by their name.
+        """
+        # avoid an import cycle
+        from dbt.adapters.factory import get_adapter_package_names
+        candidates: CandidateList = CandidateList()
+        packages = set(get_adapter_package_names(self.metadata.adapter_type))
+        for unique_id, macro in self.macros.items():
+            if macro.name != name:
+                continue
+            candidate = MacroCandidate(
+                locality=_get_locality(macro, root_project_name, packages),
+                macro=macro,
+            )
+            if filter is None or filter(candidate):
+                candidates.append(candidate)
+
+        return candidates
+
+
+@dataclass
+class Manifest(MacroMethods):
+    """The manifest for the full graph, after parsing and during compilation.
+    """
+    # These attributes are both positional and by keyword. If an attribute
+    # is added it must all be added in the __reduce_ex__ method in the
+    # args tuple in the right position.
+    nodes: MutableMapping[str, ManifestNode]
+    sources: MutableMapping[str, ParsedSourceDefinition]
+    macros: MutableMapping[str, ParsedMacro]
+    docs: MutableMapping[str, ParsedDocumentation]
+    exposures: MutableMapping[str, ParsedExposure]
+    selectors: MutableMapping[str, Any]
+    disabled: List[CompileResultNode]
+    files: MutableMapping[str, SourceFile]
+    metadata: ManifestMetadata = field(default_factory=ManifestMetadata)
+    flat_graph: Dict[str, Any] = field(default_factory=dict)
+    _docs_cache: Optional[DocCache] = None
+    _sources_cache: Optional[SourceCache] = None
+    _refs_cache: Optional[RefableCache] = None
+    _lock: Lock = field(default_factory=flags.MP_CONTEXT.Lock)
+
+    def sync_update_node(
+        self, new_node: NonSourceCompiledNode
+    ) -> NonSourceCompiledNode:
+        """update the node with a lock. The only time we should want to lock is
+        when compiling an ephemeral ancestor of a node at runtime, because
+        multiple threads could be just-in-time compiling the same ephemeral
+        dependency, and we want them to have a consistent view of the manifest.
+
+        If the existing node is not compiled, update it with the new node and
+        return that. If the existing node is compiled, do not update the
+        manifest and return the existing node.
+        """
+        with self._lock:
+            existing = self.nodes[new_node.unique_id]
+            if getattr(existing, 'compiled', False):
+                # already compiled -> must be a NonSourceCompiledNode
+                return cast(NonSourceCompiledNode, existing)
+            _update_into(self.nodes, new_node)
+            return new_node
+
+    def update_exposure(self, new_exposure: ParsedExposure):
+        _update_into(self.exposures, new_exposure)
+
+    def update_node(self, new_node: ManifestNode):
+        _update_into(self.nodes, new_node)
+
+    def update_source(self, new_source: ParsedSourceDefinition):
+        _update_into(self.sources, new_source)
+
+    def build_flat_graph(self):
+        """This attribute is used in context.common by each node, so we want to
+        only build it once and avoid any concurrency issues around it.
+        Make sure you don't call this until you're done with building your
+        manifest!
+        """
+        self.flat_graph = {
+            'nodes': {
+                k: v.to_dict(options={'keep_none': True})
+                for k, v in self.nodes.items()
+            },
+            'sources': {
+                k: v.to_dict(options={'keep_none': True})
+                for k, v in self.sources.items()
+            }
+        }
+
+    def find_disabled_by_name(
+        self, name: str, package: Optional[str] = None
+    ) -> Optional[ManifestNode]:
+        searcher: NameSearcher = NameSearcher(
+            name, package, NodeType.refable()
+        )
+        result = searcher.search(self.disabled)
+        return result
+
+    def find_disabled_source_by_name(
+        self, source_name: str, table_name: str, package: Optional[str] = None
+    ) -> Optional[ParsedSourceDefinition]:
+        search_name = f'{source_name}.{table_name}'
+        searcher: NameSearcher = NameSearcher(
+            search_name, package, [NodeType.Source]
+        )
+        result = searcher.search(self.disabled)
+        if result is not None:
+            assert isinstance(result, ParsedSourceDefinition)
+        return result
+
+    def _materialization_candidates_for(
+        self, project_name: str,
+        materialization_name: str,
+        adapter_type: Optional[str],
+    ) -> CandidateList:
+
+        if adapter_type is None:
+            specificity = Specificity.Default
+        else:
+            specificity = Specificity.Adapter
+
+        full_name = dbt.utils.get_materialization_macro_name(
+            materialization_name=materialization_name,
+            adapter_type=adapter_type,
+            with_prefix=False,
+        )
+        return CandidateList(
+            MaterializationCandidate.from_macro(m, specificity)
+            for m in self._find_macros_by_name(full_name, project_name)
+        )
+
     def find_materialization_macro_by_name(
         self, project_name: str, materialization_name: str, adapter_type: str
     ) -> Optional[ParsedMacro]:
@@ -763,10 +753,10 @@ class Manifest:
             parent_map=backward_edges,
         )
 
-    def to_dict(self, omit_none=True, validate=False):
-        return self.writable_manifest().to_dict(
-            omit_none=omit_none, validate=validate
-        )
+    # When 'to_dict' is called on the Manifest, it substitues a
+    # WritableManifest
+    def __pre_serialize__(self, options=None):
+        return self.writable_manifest()
 
     def write(self, path):
         self.writable_manifest().write(path)
@@ -944,6 +934,19 @@ class Manifest:
         return self.__class__, args
 
 
+class MacroManifest(MacroMethods):
+    def __init__(self, macros, files):
+        self.macros = macros
+        self.files = files
+        self.metadata = ManifestMetadata()
+        # This is returned by the 'graph' context property
+        # in the ProviderContext class.
+        self.flat_graph = {}
+
+
+AnyManifest = Union[Manifest, MacroManifest]
+
+
 @dataclass
 @schema_version('manifest', 1)
 class WritableManifest(ArtifactMixin):

core/dbt/contracts/graph/model_config.py

@@ -2,19 +2,12 @@ from dataclasses import field, Field, dataclass
 from enum import Enum
 from itertools import chain
 from typing import (
-    Any, List, Optional, Dict, MutableMapping, Union, Type, NewType, Tuple,
-    TypeVar, Callable, cast, Hashable
+    Any, List, Optional, Dict, MutableMapping, Union, Type,
+    TypeVar, Callable,
+)
+from dbt.dataclass_schema import (
+    dbtClassMixin, ValidationError, register_pattern,
 )
-
-# TODO: patch+upgrade hologram to avoid this jsonschema import
-import jsonschema  # type: ignore
-
-# This is protected, but we really do want to reuse this logic, and the cache!
-# It would be nice to move the custom error picking stuff into hologram!
-from hologram import _validate_schema
-from hologram import JsonSchemaMixin, ValidationError
-from hologram.helpers import StrEnum, register_pattern
-
 from dbt.contracts.graph.unparsed import AdditionalPropertiesAllowed
 from dbt.exceptions import CompilationException, InternalException
 from dbt.contracts.util import Replaceable, list_str
@@ -170,22 +163,15 @@ def insensitive_patterns(*patterns: str):
     return '^({})$'.format('|'.join(lowercased))
 
 
-Severity = NewType('Severity', str)
+class Severity(str):
+    pass
+
 
 register_pattern(Severity, insensitive_patterns('warn', 'error'))
 
 
-class SnapshotStrategy(StrEnum):
-    Timestamp = 'timestamp'
-    Check = 'check'
-
-
-class All(StrEnum):
-    All = 'all'
-
-
 @dataclass
-class Hook(JsonSchemaMixin, Replaceable):
+class Hook(dbtClassMixin, Replaceable):
     sql: str
     transaction: bool = True
     index: Optional[int] = None
@@ -313,29 +299,6 @@ class BaseConfig(
             )
         return result
 
-    def to_dict(
-        self,
-        omit_none: bool = True,
-        validate: bool = False,
-        *,
-        omit_hidden: bool = True,
-    ) -> Dict[str, Any]:
-        result = super().to_dict(omit_none=omit_none, validate=validate)
-        if omit_hidden and not omit_none:
-            for fld, target_field in self._get_fields():
-                if target_field not in result:
-                    continue
-
-                # if the field is not None, preserve it regardless of the
-                # setting. This is in line with existing behavior, but isn't
-                # an endorsement of it!
-                if result[target_field] is not None:
-                    continue
-
-                if not ShowBehavior.should_show(fld):
-                    del result[target_field]
-        return result
-
     def update_from(
         self: T, data: Dict[str, Any], adapter_type: str, validate: bool = True
     ) -> T:
@@ -344,7 +307,7 @@ class BaseConfig(
         """
         # sadly, this is a circular import
         from dbt.adapters.factory import get_config_class_by_name
-        dct = self.to_dict(omit_none=False, validate=False, omit_hidden=False)
+        dct = self.to_dict(options={'keep_none': True})
 
         adapter_config_cls = get_config_class_by_name(adapter_type)
 
@@ -358,21 +321,23 @@ class BaseConfig(
         dct.update(data)
 
         # any validation failures must have come from the update
-        return self.from_dict(dct, validate=validate)
+        if validate:
+            self.validate(dct)
+        return self.from_dict(dct)
 
     def finalize_and_validate(self: T) -> T:
-        # from_dict will validate for us
-        dct = self.to_dict(omit_none=False, validate=False)
+        dct = self.to_dict(options={'keep_none': True})
+        self.validate(dct)
         return self.from_dict(dct)
 
     def replace(self, **kwargs):
-        dct = self.to_dict(validate=False)
+        dct = self.to_dict()
 
         mapping = self.field_mapping()
         for key, value in kwargs.items():
             new_key = mapping.get(key, key)
             dct[new_key] = value
-        return self.from_dict(dct, validate=False)
+        return self.from_dict(dct)
 
 
 @dataclass
@@ -431,12 +396,33 @@ class NodeConfig(BaseConfig):
     full_refresh: Optional[bool] = None
 
     @classmethod
-    def from_dict(cls, data, validate=True):
+    def __pre_deserialize__(cls, data, options=None):
+        data = super().__pre_deserialize__(data, options=options)
+        field_map = {'post-hook': 'post_hook', 'pre-hook': 'pre_hook'}
+        # create a new dict because otherwise it gets overwritten in
+        # tests
+        new_dict = {}
+        for key in data:
+            new_dict[key] = data[key]
+        data = new_dict
         for key in hooks.ModelHookType:
             if key in data:
                 data[key] = [hooks.get_hook_dict(h) for h in data[key]]
-        return super().from_dict(data, validate=validate)
+        for field_name in field_map:
+            if field_name in data:
+                new_name = field_map[field_name]
+                data[new_name] = data.pop(field_name)
+        return data
 
+    def __post_serialize__(self, dct, options=None):
+        dct = super().__post_serialize__(dct, options=options)
+        field_map = {'post_hook': 'post-hook', 'pre_hook': 'pre-hook'}
+        for field_name in field_map:
+            if field_name in dct:
+                dct[field_map[field_name]] = dct.pop(field_name)
+        return dct
+
+    # this is still used by jsonschema validation
     @classmethod
     def field_mapping(cls):
         return {'post_hook': 'post-hook', 'pre_hook': 'pre-hook'}
@@ -454,182 +440,49 @@ class TestConfig(NodeConfig):
     severity: Severity = Severity('ERROR')
 
 
-SnapshotVariants = Union[
-    'TimestampSnapshotConfig',
-    'CheckSnapshotConfig',
-    'GenericSnapshotConfig',
-]
-
-
-def _relevance_without_strategy(error: jsonschema.ValidationError):
-    # calculate the 'relevance' of an error the normal jsonschema way, except
-    # if the validator is in the 'strategy' field and its conflicting with the
-    # 'enum'. This suppresses `"'timestamp' is not one of ['check']` and such
-    if 'strategy' in error.path and error.validator in {'enum', 'not'}:
-        length = 1
-    else:
-        length = -len(error.path)
-    validator = error.validator
-    return length, validator not in {'anyOf', 'oneOf'}
-
-
-@dataclass
-class SnapshotWrapper(JsonSchemaMixin):
-    """This is a little wrapper to let us serialize/deserialize the
-    SnapshotVariants union.
-    """
-    config: SnapshotVariants  # mypy: ignore
-
-    @classmethod
-    def validate(cls, data: Any):
-        config = data.get('config', {})
-
-        if config.get('strategy') == 'check':
-            schema = _validate_schema(CheckSnapshotConfig)
-            to_validate = config
-
-        elif config.get('strategy') == 'timestamp':
-            schema = _validate_schema(TimestampSnapshotConfig)
-            to_validate = config
-
-        else:
-            h_cls = cast(Hashable, cls)
-            schema = _validate_schema(h_cls)
-            to_validate = data
-
-        validator = jsonschema.Draft7Validator(schema)
-
-        error = jsonschema.exceptions.best_match(
-            validator.iter_errors(to_validate),
-            key=_relevance_without_strategy,
-        )
-
-        if error is not None:
-            raise ValidationError.create_from(error) from error
-
-
 @dataclass
 class EmptySnapshotConfig(NodeConfig):
     materialized: str = 'snapshot'
 
 
-@dataclass(init=False)
+@dataclass
 class SnapshotConfig(EmptySnapshotConfig):
-    unique_key: str = field(init=False, metadata=dict(init_required=True))
-    target_schema: str = field(init=False, metadata=dict(init_required=True))
+    strategy: Optional[str] = None
+    unique_key: Optional[str] = None
+    target_schema: Optional[str] = None
     target_database: Optional[str] = None
+    updated_at: Optional[str] = None
+    check_cols: Optional[Union[str, List[str]]] = None
 
-    def __init__(
-        self,
-        unique_key: str,
-        target_schema: str,
-        target_database: Optional[str] = None,
-        **kwargs
-    ) -> None:
-        self.unique_key = unique_key
-        self.target_schema = target_schema
-        self.target_database = target_database
-        # kwargs['materialized'] = materialized
-        super().__init__(**kwargs)
-
-    # type hacks...
     @classmethod
-    def _get_fields(cls) -> List[Tuple[Field, str]]:  # type: ignore
-        fields: List[Tuple[Field, str]] = []
-        for old_field, name in super()._get_fields():
-            new_field = old_field
-            # tell hologram we're really an initvar
-            if old_field.metadata and old_field.metadata.get('init_required'):
-                new_field = field(init=True, metadata=old_field.metadata)
-                new_field.name = old_field.name
-                new_field.type = old_field.type
-                new_field._field_type = old_field._field_type  # type: ignore
-            fields.append((new_field, name))
-        return fields
+    def validate(cls, data):
+        super().validate(data)
+        if data.get('strategy') == 'check':
+            if not data.get('check_cols'):
+                raise ValidationError(
+                    "A snapshot configured with the check strategy must "
+                    "specify a check_cols configuration.")
+            if (isinstance(data['check_cols'], str) and
+                    data['check_cols'] != 'all'):
+                raise ValidationError(
+                    f"Invalid value for 'check_cols': {data['check_cols']}. "
+                    "Expected 'all' or a list of strings.")
 
-    def finalize_and_validate(self: 'SnapshotConfig') -> SnapshotVariants:
+        elif data.get('strategy') == 'timestamp':
+            if not data.get('updated_at'):
+                raise ValidationError(
+                    "A snapshot configured with the timestamp strategy "
+                    "must specify an updated_at configuration.")
+            if data.get('check_cols'):
+                raise ValidationError(
+                    "A 'timestamp' snapshot should not have 'check_cols'")
+        # If the strategy is not 'check' or 'timestamp' it's a custom strategy,
+        # formerly supported with GenericSnapshotConfig
+
+    def finalize_and_validate(self):
         data = self.to_dict()
-        return SnapshotWrapper.from_dict({'config': data}).config
-
-
-@dataclass(init=False)
-class GenericSnapshotConfig(SnapshotConfig):
-    strategy: str = field(init=False, metadata=dict(init_required=True))
-
-    def __init__(self, strategy: str, **kwargs) -> None:
-        self.strategy = strategy
-        super().__init__(**kwargs)
-
-    @classmethod
-    def _collect_json_schema(
-        cls, definitions: Dict[str, Any]
-    ) -> Dict[str, Any]:
-        # this is the method you want to override in hologram if you want
-        # to do clever things about the json schema and have classes that
-        # contain instances of your JsonSchemaMixin respect the change.
-        schema = super()._collect_json_schema(definitions)
-
-        # Instead of just the strategy we'd calculate normally, say
-        # "this strategy except none of our specialization strategies".
-        strategies = [schema['properties']['strategy']]
-        for specialization in (TimestampSnapshotConfig, CheckSnapshotConfig):
-            strategies.append(
-                {'not': specialization.json_schema()['properties']['strategy']}
-            )
-
-        schema['properties']['strategy'] = {
-            'allOf': strategies
-        }
-        return schema
-
-
-@dataclass(init=False)
-class TimestampSnapshotConfig(SnapshotConfig):
-    strategy: str = field(
-        init=False,
-        metadata=dict(
-            restrict=[str(SnapshotStrategy.Timestamp)],
-            init_required=True,
-        ),
-    )
-    updated_at: str = field(init=False, metadata=dict(init_required=True))
-
-    def __init__(
-        self, strategy: str, updated_at: str, **kwargs
-    ) -> None:
-        self.strategy = strategy
-        self.updated_at = updated_at
-        super().__init__(**kwargs)
-
-
-@dataclass(init=False)
-class CheckSnapshotConfig(SnapshotConfig):
-    strategy: str = field(
-        init=False,
-        metadata=dict(
-            restrict=[str(SnapshotStrategy.Check)],
-            init_required=True,
-        ),
-    )
-    # TODO: is there a way to get this to accept tuples of strings? Adding
-    # `Tuple[str, ...]` to the list of types results in this:
-    # ['email'] is valid under each of {'type': 'array', 'items':
-    # {'type': 'string'}}, {'type': 'array', 'items': {'type': 'string'}}
-    # but without it, parsing gets upset about values like `('email',)`
-    # maybe hologram itself should support this behavior? It's not like tuples
-    # are meaningful in json
-    check_cols: Union[All, List[str]] = field(
-        init=False,
-        metadata=dict(init_required=True),
-    )
-
-    def __init__(
-        self, strategy: str, check_cols: Union[All, List[str]],
-        **kwargs
-    ) -> None:
-        self.strategy = strategy
-        self.check_cols = check_cols
-        super().__init__(**kwargs)
+        self.validate(data)
+        return self.from_dict(data)
 
 
 RESOURCE_TYPES: Dict[NodeType, Type[BaseConfig]] = {

core/dbt/contracts/graph/parsed.py

@@ -13,8 +13,9 @@ from typing import (
     TypeVar,
 )
 
-from hologram import JsonSchemaMixin
-from hologram.helpers import ExtensibleJsonSchemaMixin
+from dbt.dataclass_schema import (
+    dbtClassMixin, ExtensibleDbtClassMixin
+)
 
 from dbt.clients.system import write_file
 from dbt.contracts.files import FileHash, MAXIMUM_SEED_SIZE_NAME
@@ -38,20 +39,14 @@ from .model_config import (
     TestConfig,
     SourceConfig,
     EmptySnapshotConfig,
-    SnapshotVariants,
-)
-# import these 3 so the SnapshotVariants forward ref works.
-from .model_config import (  # noqa
-    TimestampSnapshotConfig,
-    CheckSnapshotConfig,
-    GenericSnapshotConfig,
+    SnapshotConfig,
 )
 
 
 @dataclass
 class ColumnInfo(
     AdditionalPropertiesMixin,
-    ExtensibleJsonSchemaMixin,
+    ExtensibleDbtClassMixin,
     Replaceable
 ):
     name: str
@@ -64,7 +59,7 @@ class ColumnInfo(
 
 
 @dataclass
-class HasFqn(JsonSchemaMixin, Replaceable):
+class HasFqn(dbtClassMixin, Replaceable):
     fqn: List[str]
 
     def same_fqn(self, other: 'HasFqn') -> bool:
@@ -72,12 +67,12 @@ class HasFqn(JsonSchemaMixin, Replaceable):
 
 
 @dataclass
-class HasUniqueID(JsonSchemaMixin, Replaceable):
+class HasUniqueID(dbtClassMixin, Replaceable):
     unique_id: str
 
 
 @dataclass
-class MacroDependsOn(JsonSchemaMixin, Replaceable):
+class MacroDependsOn(dbtClassMixin, Replaceable):
     macros: List[str] = field(default_factory=list)
 
     # 'in' on lists is O(n) so this is O(n^2) for # of macros
@@ -96,12 +91,22 @@ class DependsOn(MacroDependsOn):
 
 
 @dataclass
-class HasRelationMetadata(JsonSchemaMixin, Replaceable):
+class HasRelationMetadata(dbtClassMixin, Replaceable):
     database: Optional[str]
     schema: str
 
+    # Can't set database to None like it ought to be
+    # because it messes up the subclasses and default parameters
+    # so hack it here
+    @classmethod
+    def __pre_deserialize__(cls, data, options=None):
+        data = super().__pre_deserialize__(data, options=options)
+        if 'database' not in data:
+            data['database'] = None
+        return data
 
-class ParsedNodeMixins(JsonSchemaMixin):
+
+class ParsedNodeMixins(dbtClassMixin):
     resource_type: NodeType
     depends_on: DependsOn
     config: NodeConfig
@@ -132,8 +137,12 @@ class ParsedNodeMixins(JsonSchemaMixin):
         self.meta = patch.meta
         self.docs = patch.docs
         if flags.STRICT_MODE:
-            assert isinstance(self, JsonSchemaMixin)
-            self.to_dict(validate=True, omit_none=False)
+            # It seems odd that an instance can be invalid
+            # Maybe there should be validation or restrictions
+            # elsewhere?
+            assert isinstance(self, dbtClassMixin)
+            dct = self.to_dict(options={'keep_none': True})
+            self.validate(dct)
 
     def get_materialization(self):
         return self.config.materialized
@@ -335,14 +344,14 @@ class ParsedSeedNode(ParsedNode):
 
 
 @dataclass
-class TestMetadata(JsonSchemaMixin, Replaceable):
-    namespace: Optional[str]
+class TestMetadata(dbtClassMixin, Replaceable):
     name: str
-    kwargs: Dict[str, Any]
+    kwargs: Dict[str, Any] = field(default_factory=dict)
+    namespace: Optional[str] = None
 
 
 @dataclass
-class HasTestMetadata(JsonSchemaMixin):
+class HasTestMetadata(dbtClassMixin):
     test_metadata: TestMetadata
 
 
@@ -394,7 +403,7 @@ class IntermediateSnapshotNode(ParsedNode):
 @dataclass
 class ParsedSnapshotNode(ParsedNode):
     resource_type: NodeType = field(metadata={'restrict': [NodeType.Snapshot]})
-    config: SnapshotVariants
+    config: SnapshotConfig
 
 
 @dataclass
@@ -443,8 +452,10 @@ class ParsedMacro(UnparsedBaseNode, HasUniqueID):
         self.docs = patch.docs
         self.arguments = patch.arguments
         if flags.STRICT_MODE:
-            assert isinstance(self, JsonSchemaMixin)
-            self.to_dict(validate=True, omit_none=False)
+            # What does this actually validate?
+            assert isinstance(self, dbtClassMixin)
+            dct = self.to_dict(options={'keep_none': True})
+            self.validate(dct)
 
     def same_contents(self, other: Optional['ParsedMacro']) -> bool:
         if other is None:

core/dbt/contracts/graph/unparsed.py

@@ -8,8 +8,9 @@ from dbt.contracts.util import (
 import dbt.helper_types  # noqa:F401
 from dbt.exceptions import CompilationException
 
-from hologram import JsonSchemaMixin
-from hologram.helpers import StrEnum, ExtensibleJsonSchemaMixin
+from dbt.dataclass_schema import (
+    dbtClassMixin, StrEnum, ExtensibleDbtClassMixin
+)
 
 from dataclasses import dataclass, field
 from datetime import timedelta
@@ -18,7 +19,7 @@ from typing import Optional, List, Union, Dict, Any, Sequence
 
 
 @dataclass
-class UnparsedBaseNode(JsonSchemaMixin, Replaceable):
+class UnparsedBaseNode(dbtClassMixin, Replaceable):
     package_name: str
     root_path: str
     path: str
@@ -66,12 +67,12 @@ class UnparsedRunHook(UnparsedNode):
 
 
 @dataclass
-class Docs(JsonSchemaMixin, Replaceable):
+class Docs(dbtClassMixin, Replaceable):
     show: bool = True
 
 
 @dataclass
-class HasDocs(AdditionalPropertiesMixin, ExtensibleJsonSchemaMixin,
+class HasDocs(AdditionalPropertiesMixin, ExtensibleDbtClassMixin,
               Replaceable):
     name: str
     description: str = ''
@@ -100,7 +101,7 @@ class UnparsedColumn(HasTests):
 
 
 @dataclass
-class HasColumnDocs(JsonSchemaMixin, Replaceable):
+class HasColumnDocs(dbtClassMixin, Replaceable):
     columns: Sequence[HasDocs] = field(default_factory=list)
 
 
@@ -110,7 +111,7 @@ class HasColumnTests(HasColumnDocs):
 
 
 @dataclass
-class HasYamlMetadata(JsonSchemaMixin):
+class HasYamlMetadata(dbtClassMixin):
     original_file_path: str
     yaml_key: str
     package_name: str
@@ -127,7 +128,7 @@ class UnparsedNodeUpdate(HasColumnTests, HasTests, HasYamlMetadata):
 
 
 @dataclass
-class MacroArgument(JsonSchemaMixin):
+class MacroArgument(dbtClassMixin):
     name: str
     type: Optional[str] = None
     description: str = ''
@@ -148,7 +149,7 @@ class TimePeriod(StrEnum):
 
 
 @dataclass
-class Time(JsonSchemaMixin, Replaceable):
+class Time(dbtClassMixin, Replaceable):
     count: int
     period: TimePeriod
 
@@ -159,7 +160,7 @@ class Time(JsonSchemaMixin, Replaceable):
 
 
 @dataclass
-class FreshnessThreshold(JsonSchemaMixin, Mergeable):
+class FreshnessThreshold(dbtClassMixin, Mergeable):
     warn_after: Optional[Time] = None
     error_after: Optional[Time] = None
     filter: Optional[str] = None
@@ -180,7 +181,7 @@ class FreshnessThreshold(JsonSchemaMixin, Mergeable):
 @dataclass
 class AdditionalPropertiesAllowed(
     AdditionalPropertiesMixin,
-    ExtensibleJsonSchemaMixin
+    ExtensibleDbtClassMixin
 ):
     _extra: Dict[str, Any] = field(default_factory=dict)
 
@@ -212,7 +213,7 @@ class ExternalTable(AdditionalPropertiesAllowed, Mergeable):
 
 
 @dataclass
-class Quoting(JsonSchemaMixin, Mergeable):
+class Quoting(dbtClassMixin, Mergeable):
     database: Optional[bool] = None
     schema: Optional[bool] = None
     identifier: Optional[bool] = None
@@ -230,15 +231,18 @@ class UnparsedSourceTableDefinition(HasColumnTests, HasTests):
     external: Optional[ExternalTable] = None
     tags: List[str] = field(default_factory=list)
 
-    def to_dict(self, omit_none=True, validate=False):
-        result = super().to_dict(omit_none=omit_none, validate=validate)
-        if omit_none and self.freshness is None:
-            result['freshness'] = None
-        return result
+    def __post_serialize__(self, dct, options=None):
+        dct = super().__post_serialize__(dct)
+        keep_none = False
+        if options and 'keep_none' in options and options['keep_none']:
+            keep_none = True
+        if not keep_none and self.freshness is None:
+            dct['freshness'] = None
+        return dct
 
 
 @dataclass
-class UnparsedSourceDefinition(JsonSchemaMixin, Replaceable):
+class UnparsedSourceDefinition(dbtClassMixin, Replaceable):
     name: str
     description: str = ''
     meta: Dict[str, Any] = field(default_factory=dict)
@@ -257,15 +261,18 @@ class UnparsedSourceDefinition(JsonSchemaMixin, Replaceable):
     def yaml_key(self) -> 'str':
         return 'sources'
 
-    def to_dict(self, omit_none=True, validate=False):
-        result = super().to_dict(omit_none=omit_none, validate=validate)
-        if omit_none and self.freshness is None:
-            result['freshness'] = None
-        return result
+    def __post_serialize__(self, dct, options=None):
+        dct = super().__post_serialize__(dct)
+        keep_none = False
+        if options and 'keep_none' in options and options['keep_none']:
+            keep_none = True
+        if not keep_none and self.freshness is None:
+            dct['freshness'] = None
+        return dct
 
 
 @dataclass
-class SourceTablePatch(JsonSchemaMixin):
+class SourceTablePatch(dbtClassMixin):
     name: str
     description: Optional[str] = None
     meta: Optional[Dict[str, Any]] = None
@@ -283,7 +290,7 @@ class SourceTablePatch(JsonSchemaMixin):
     columns: Optional[Sequence[UnparsedColumn]] = None
 
     def to_patch_dict(self) -> Dict[str, Any]:
-        dct = self.to_dict(omit_none=True)
+        dct = self.to_dict()
         remove_keys = ('name')
         for key in remove_keys:
             if key in dct:
@@ -296,7 +303,7 @@ class SourceTablePatch(JsonSchemaMixin):
 
 
 @dataclass
-class SourcePatch(JsonSchemaMixin, Replaceable):
+class SourcePatch(dbtClassMixin, Replaceable):
     name: str = field(
         metadata=dict(description='The name of the source to override'),
     )
@@ -320,7 +327,7 @@ class SourcePatch(JsonSchemaMixin, Replaceable):
     tags: Optional[List[str]] = None
 
     def to_patch_dict(self) -> Dict[str, Any]:
-        dct = self.to_dict(omit_none=True)
+        dct = self.to_dict()
         remove_keys = ('name', 'overrides', 'tables', 'path')
         for key in remove_keys:
             if key in dct:
@@ -340,7 +347,7 @@ class SourcePatch(JsonSchemaMixin, Replaceable):
 
 
 @dataclass
-class UnparsedDocumentation(JsonSchemaMixin, Replaceable):
+class UnparsedDocumentation(dbtClassMixin, Replaceable):
     package_name: str
     root_path: str
     path: str
@@ -400,13 +407,13 @@ class MaturityType(StrEnum):
 
 
 @dataclass
-class ExposureOwner(JsonSchemaMixin, Replaceable):
+class ExposureOwner(dbtClassMixin, Replaceable):
     email: str
     name: Optional[str] = None
 
 
 @dataclass
-class UnparsedExposure(JsonSchemaMixin, Replaceable):
+class UnparsedExposure(dbtClassMixin, Replaceable):
     name: str
     type: ExposureType
     owner: ExposureOwner

core/dbt/contracts/project.py

@@ -4,25 +4,39 @@ from dbt.helper_types import NoValue
 from dbt.logger import GLOBAL_LOGGER as logger  # noqa
 from dbt import tracking
 from dbt import ui
-
-from hologram import JsonSchemaMixin, ValidationError
-from hologram.helpers import HyphenatedJsonSchemaMixin, register_pattern, \
-    ExtensibleJsonSchemaMixin
-
+from dbt.dataclass_schema import (
+    dbtClassMixin, ValidationError,
+    HyphenatedDbtClassMixin,
+    ExtensibleDbtClassMixin,
+    register_pattern, ValidatedStringMixin
+)
 from dataclasses import dataclass, field
-from typing import Optional, List, Dict, Union, Any, NewType
+from typing import Optional, List, Dict, Union, Any
+from mashumaro.types import SerializableType
 
 PIN_PACKAGE_URL = 'https://docs.getdbt.com/docs/package-management#section-specifying-package-versions'  # noqa
 DEFAULT_SEND_ANONYMOUS_USAGE_STATS = True
 
 
-Name = NewType('Name', str)
+class Name(ValidatedStringMixin):
+    ValidationRegex = r'^[^\d\W]\w*$'
+
+
 register_pattern(Name, r'^[^\d\W]\w*$')
 
+
+class SemverString(str, SerializableType):
+    def _serialize(self) -> str:
+        return self
+
+    @classmethod
+    def _deserialize(cls, value: str) -> 'SemverString':
+        return SemverString(value)
+
+
 # this does not support the full semver (does not allow a trailing -fooXYZ) and
 # is not restrictive enough for full semver, (allows '1.0'). But it's like
 # 'semver lite'.
-SemverString = NewType('SemverString', str)
 register_pattern(
     SemverString,
     r'^(?:0|[1-9]\d*)\.(?:0|[1-9]\d*)(\.(?:0|[1-9]\d*))?$',
@@ -30,15 +44,15 @@ register_pattern(
 
 
 @dataclass
-class Quoting(JsonSchemaMixin, Mergeable):
-    identifier: Optional[bool]
-    schema: Optional[bool]
-    database: Optional[bool]
-    project: Optional[bool]
+class Quoting(dbtClassMixin, Mergeable):
+    schema: Optional[bool] = None
+    database: Optional[bool] = None
+    project: Optional[bool] = None
+    identifier: Optional[bool] = None
 
 
 @dataclass
-class Package(Replaceable, HyphenatedJsonSchemaMixin):
+class Package(Replaceable, HyphenatedDbtClassMixin):
     pass
 
 
@@ -54,7 +68,7 @@ RawVersion = Union[str, float]
 @dataclass
 class GitPackage(Package):
     git: str
-    revision: Optional[RawVersion]
+    revision: Optional[RawVersion] = None
     warn_unpinned: Optional[bool] = None
 
     def get_revisions(self) -> List[str]:
@@ -80,7 +94,7 @@ PackageSpec = Union[LocalPackage, GitPackage, RegistryPackage]
 
 
 @dataclass
-class PackageConfig(JsonSchemaMixin, Replaceable):
+class PackageConfig(dbtClassMixin, Replaceable):
     packages: List[PackageSpec]
 
 
@@ -96,13 +110,13 @@ class ProjectPackageMetadata:
 
 
 @dataclass
-class Downloads(ExtensibleJsonSchemaMixin, Replaceable):
+class Downloads(ExtensibleDbtClassMixin, Replaceable):
     tarball: str
 
 
 @dataclass
 class RegistryPackageMetadata(
-    ExtensibleJsonSchemaMixin,
+    ExtensibleDbtClassMixin,
     ProjectPackageMetadata,
 ):
     downloads: Downloads
@@ -154,7 +168,7 @@ BANNED_PROJECT_NAMES = {
 
 
 @dataclass
-class Project(HyphenatedJsonSchemaMixin, Replaceable):
+class Project(HyphenatedDbtClassMixin, Replaceable):
     name: Name
     version: Union[SemverString, float]
     config_version: int
@@ -191,18 +205,16 @@ class Project(HyphenatedJsonSchemaMixin, Replaceable):
     query_comment: Optional[Union[QueryComment, NoValue, str]] = NoValue()
 
     @classmethod
-    def from_dict(cls, data, validate=True) -> 'Project':
-        result = super().from_dict(data, validate=validate)
-        if result.name in BANNED_PROJECT_NAMES:
+    def validate(cls, data):
+        super().validate(data)
+        if data['name'] in BANNED_PROJECT_NAMES:
             raise ValidationError(
-                f'Invalid project name: {result.name} is a reserved word'
+                f"Invalid project name: {data['name']} is a reserved word"
             )
 
-        return result
-
 
 @dataclass
-class UserConfig(ExtensibleJsonSchemaMixin, Replaceable, UserConfigContract):
+class UserConfig(ExtensibleDbtClassMixin, Replaceable, UserConfigContract):
     send_anonymous_usage_stats: bool = DEFAULT_SEND_ANONYMOUS_USAGE_STATS
     use_colors: Optional[bool] = None
     partial_parse: Optional[bool] = None
@@ -222,7 +234,7 @@ class UserConfig(ExtensibleJsonSchemaMixin, Replaceable, UserConfigContract):
 
 
 @dataclass
-class ProfileConfig(HyphenatedJsonSchemaMixin, Replaceable):
+class ProfileConfig(HyphenatedDbtClassMixin, Replaceable):
     profile_name: str = field(metadata={'preserve_underscore': True})
     target_name: str = field(metadata={'preserve_underscore': True})
     config: UserConfig
@@ -233,10 +245,10 @@ class ProfileConfig(HyphenatedJsonSchemaMixin, Replaceable):
 
 @dataclass
 class ConfiguredQuoting(Quoting, Replaceable):
-    identifier: bool
-    schema: bool
-    database: Optional[bool]
-    project: Optional[bool]
+    identifier: bool = True
+    schema: bool = True
+    database: Optional[bool] = None
+    project: Optional[bool] = None
 
 
 @dataclass
@@ -249,5 +261,5 @@ class Configuration(Project, ProfileConfig):
 
 
 @dataclass
-class ProjectList(JsonSchemaMixin):
+class ProjectList(dbtClassMixin):
     projects: Dict[str, Project]

core/dbt/contracts/relation.py

@@ -1,12 +1,11 @@
 from collections.abc import Mapping
 from dataclasses import dataclass, fields
 from typing import (
-    Optional, TypeVar, Generic, Dict,
+    Optional, Dict,
 )
 from typing_extensions import Protocol
 
-from hologram import JsonSchemaMixin
-from hologram.helpers import StrEnum
+from dbt.dataclass_schema import dbtClassMixin, StrEnum
 
 from dbt import deprecations
 from dbt.contracts.util import Replaceable
@@ -32,7 +31,7 @@ class HasQuoting(Protocol):
     quoting: Dict[str, bool]
 
 
-class FakeAPIObject(JsonSchemaMixin, Replaceable, Mapping):
+class FakeAPIObject(dbtClassMixin, Replaceable, Mapping):
     # override the mapping truthiness, len is always >1
     def __bool__(self):
         return True
@@ -58,16 +57,13 @@ class FakeAPIObject(JsonSchemaMixin, Replaceable, Mapping):
         return self.from_dict(value)
 
 
-T = TypeVar('T')
-
-
 @dataclass
-class _ComponentObject(FakeAPIObject, Generic[T]):
-    database: T
-    schema: T
-    identifier: T
+class Policy(FakeAPIObject):
+    database: bool = True
+    schema: bool = True
+    identifier: bool = True
 
-    def get_part(self, key: ComponentName) -> T:
+    def get_part(self, key: ComponentName) -> bool:
         if key == ComponentName.Database:
             return self.database
         elif key == ComponentName.Schema:
@@ -80,25 +76,18 @@ class _ComponentObject(FakeAPIObject, Generic[T]):
                 .format(key, list(ComponentName))
             )
 
-    def replace_dict(self, dct: Dict[ComponentName, T]):
-        kwargs: Dict[str, T] = {}
+    def replace_dict(self, dct: Dict[ComponentName, bool]):
+        kwargs: Dict[str, bool] = {}
         for k, v in dct.items():
             kwargs[str(k)] = v
         return self.replace(**kwargs)
 
 
 @dataclass
-class Policy(_ComponentObject[bool]):
-    database: bool = True
-    schema: bool = True
-    identifier: bool = True
-
-
-@dataclass
-class Path(_ComponentObject[Optional[str]]):
-    database: Optional[str]
-    schema: Optional[str]
-    identifier: Optional[str]
+class Path(FakeAPIObject):
+    database: Optional[str] = None
+    schema: Optional[str] = None
+    identifier: Optional[str] = None
 
     def __post_init__(self):
         # handle pesky jinja2.Undefined sneaking in here and messing up rende
@@ -120,3 +109,22 @@ class Path(_ComponentObject[Optional[str]]):
         if part is not None:
             part = part.lower()
         return part
+
+    def get_part(self, key: ComponentName) -> Optional[str]:
+        if key == ComponentName.Database:
+            return self.database
+        elif key == ComponentName.Schema:
+            return self.schema
+        elif key == ComponentName.Identifier:
+            return self.identifier
+        else:
+            raise ValueError(
+                'Got a key of {}, expected one of {}'
+                .format(key, list(ComponentName))
+            )
+
+    def replace_dict(self, dct: Dict[ComponentName, str]):
+        kwargs: Dict[str, str] = {}
+        for k, v in dct.items():
+            kwargs[str(k)] = v
+        return self.replace(**kwargs)

core/dbt/contracts/results.py

@@ -17,20 +17,21 @@ from dbt.logger import (
     GLOBAL_LOGGER as logger,
 )
 from dbt.utils import lowercase
-from hologram.helpers import StrEnum
-from hologram import JsonSchemaMixin
+from dbt.dataclass_schema import dbtClassMixin, StrEnum
 
 import agate
 
 from dataclasses import dataclass, field
 from datetime import datetime
-from typing import Union, Dict, List, Optional, Any, NamedTuple, Sequence
+from typing import (
+    Union, Dict, List, Optional, Any, NamedTuple, Sequence,
+)
 
 from dbt.clients.system import write_json
 
 
 @dataclass
-class TimingInfo(JsonSchemaMixin):
+class TimingInfo(dbtClassMixin):
     name: str
     started_at: Optional[datetime] = None
     completed_at: Optional[datetime] = None
@@ -87,13 +88,20 @@ class FreshnessStatus(StrEnum):
 
 
 @dataclass
-class BaseResult(JsonSchemaMixin):
+class BaseResult(dbtClassMixin):
     status: Union[RunStatus, TestStatus, FreshnessStatus]
     timing: List[TimingInfo]
     thread_id: str
     execution_time: float
-    message: Optional[Union[str, int]]
     adapter_response: Dict[str, Any]
+    message: Optional[Union[str, int]]
+
+    @classmethod
+    def __pre_deserialize__(cls, data, options=None):
+        data = super().__pre_deserialize__(data, options=options)
+        if 'message' not in data:
+            data['message'] = None
+        return data
 
 
 @dataclass
@@ -103,7 +111,11 @@ class NodeResult(BaseResult):
 
 @dataclass
 class RunResult(NodeResult):
-    agate_table: Optional[agate.Table] = None
+    agate_table: Optional[agate.Table] = field(
+        default=None, metadata={
+            'serialize': lambda x: None, 'deserialize': lambda x: None
+        }
+    )
 
     @property
     def skipped(self):
@@ -111,7 +123,7 @@ class RunResult(NodeResult):
 
 
 @dataclass
-class ExecutionResult(JsonSchemaMixin):
+class ExecutionResult(dbtClassMixin):
     results: Sequence[BaseResult]
     elapsed_time: float
 
@@ -193,8 +205,8 @@ class RunResultsArtifact(ExecutionResult, ArtifactMixin):
             args=args
         )
 
-    def write(self, path: str, omit_none=False):
-        write_json(path, self.to_dict(omit_none=omit_none))
+    def write(self, path: str):
+        write_json(path, self.to_dict(options={'keep_none': True}))
 
 
 @dataclass
@@ -253,14 +265,14 @@ class FreshnessErrorEnum(StrEnum):
 
 
 @dataclass
-class SourceFreshnessRuntimeError(JsonSchemaMixin):
+class SourceFreshnessRuntimeError(dbtClassMixin):
     unique_id: str
     error: Optional[Union[str, int]]
     status: FreshnessErrorEnum
 
 
 @dataclass
-class SourceFreshnessOutput(JsonSchemaMixin):
+class SourceFreshnessOutput(dbtClassMixin):
     unique_id: str
     max_loaded_at: datetime
     snapshotted_at: datetime
@@ -374,40 +386,40 @@ CatalogKey = NamedTuple(
 
 
 @dataclass
-class StatsItem(JsonSchemaMixin):
+class StatsItem(dbtClassMixin):
     id: str
     label: str
     value: Primitive
-    description: Optional[str]
     include: bool
+    description: Optional[str] = None
 
 
 StatsDict = Dict[str, StatsItem]
 
 
 @dataclass
-class ColumnMetadata(JsonSchemaMixin):
+class ColumnMetadata(dbtClassMixin):
     type: str
-    comment: Optional[str]
     index: int
     name: str
+    comment: Optional[str] = None
 
 
 ColumnMap = Dict[str, ColumnMetadata]
 
 
 @dataclass
-class TableMetadata(JsonSchemaMixin):
+class TableMetadata(dbtClassMixin):
     type: str
-    database: Optional[str]
     schema: str
     name: str
-    comment: Optional[str]
-    owner: Optional[str]
+    database: Optional[str] = None
+    comment: Optional[str] = None
+    owner: Optional[str] = None
 
 
 @dataclass
-class CatalogTable(JsonSchemaMixin, Replaceable):
+class CatalogTable(dbtClassMixin, Replaceable):
     metadata: TableMetadata
     columns: ColumnMap
     stats: StatsDict
@@ -430,12 +442,18 @@ class CatalogMetadata(BaseArtifactMetadata):
 
 
 @dataclass
-class CatalogResults(JsonSchemaMixin):
+class CatalogResults(dbtClassMixin):
     nodes: Dict[str, CatalogTable]
     sources: Dict[str, CatalogTable]
-    errors: Optional[List[str]]
+    errors: Optional[List[str]] = None
     _compile_results: Optional[Any] = None
 
+    def __post_serialize__(self, dct, options=None):
+        dct = super().__post_serialize__(dct, options=options)
+        if '_compile_results' in dct:
+            del dct['_compile_results']
+        return dct
+
 
 @dataclass
 @schema_version('catalog', 1)

core/dbt/contracts/rpc.py

@@ -5,8 +5,7 @@ from dataclasses import dataclass, field
 from datetime import datetime, timedelta
 from typing import Optional, Union, List, Any, Dict, Type, Sequence
 
-from hologram import JsonSchemaMixin
-from hologram.helpers import StrEnum
+from dbt.dataclass_schema import dbtClassMixin, StrEnum
 
 from dbt.contracts.graph.compiled import CompileResultNode
 from dbt.contracts.graph.manifest import WritableManifest
@@ -34,16 +33,25 @@ TaskID = uuid.UUID
 
 
 @dataclass
-class RPCParameters(JsonSchemaMixin):
-    timeout: Optional[float]
+class RPCParameters(dbtClassMixin):
     task_tags: TaskTags
+    timeout: Optional[float]
+
+    @classmethod
+    def __pre_deserialize__(cls, data, options=None):
+        data = super().__pre_deserialize__(data, options=options)
+        if 'timeout' not in data:
+            data['timeout'] = None
+        if 'task_tags' not in data:
+            data['task_tags'] = None
+        return data
 
 
 @dataclass
 class RPCExecParameters(RPCParameters):
     name: str
     sql: str
-    macros: Optional[str]
+    macros: Optional[str] = None
 
 
 @dataclass
@@ -132,7 +140,7 @@ class StatusParameters(RPCParameters):
 
 
 @dataclass
-class GCSettings(JsonSchemaMixin):
+class GCSettings(dbtClassMixin):
     # start evicting the longest-ago-ended tasks here
     maxsize: int
     # start evicting all tasks before now - auto_reap_age when we have this
@@ -254,7 +262,7 @@ class RemoteExecutionResult(ExecutionResult, RemoteResult):
 
 
 @dataclass
-class ResultTable(JsonSchemaMixin):
+class ResultTable(dbtClassMixin):
     column_names: List[str]
     rows: List[Any]
 
@@ -411,21 +419,31 @@ class TaskHandlerState(StrEnum):
 
 
 @dataclass
-class TaskTiming(JsonSchemaMixin):
+class TaskTiming(dbtClassMixin):
     state: TaskHandlerState
     start: Optional[datetime]
     end: Optional[datetime]
     elapsed: Optional[float]
 
+    # These ought to be defaults but superclass order doesn't
+    # allow that to work
+    @classmethod
+    def __pre_deserialize__(cls, data, options=None):
+        data = super().__pre_deserialize__(data, options=options)
+        for field_name in ('start', 'end', 'elapsed'):
+            if field_name not in data:
+                data[field_name] = None
+        return data
+
 
 @dataclass
 class TaskRow(TaskTiming):
     task_id: TaskID
-    request_id: Union[str, int]
     request_source: str
     method: str
-    timeout: Optional[float]
-    tags: TaskTags
+    request_id: Union[str, int]
+    tags: TaskTags = None
+    timeout: Optional[float] = None
 
 
 @dataclass
@@ -451,7 +469,7 @@ class KillResult(RemoteResult):
 @dataclass
 @schema_version('remote-manifest-result', 1)
 class GetManifestResult(RemoteResult):
-    manifest: Optional[WritableManifest]
+    manifest: Optional[WritableManifest] = None
 
 
 # this is kind of carefuly structured: BlocksManifestTasks is implied by
@@ -475,6 +493,16 @@ class PollResult(RemoteResult, TaskTiming):
     end: Optional[datetime]
     elapsed: Optional[float]
 
+    # These ought to be defaults but superclass order doesn't
+    # allow that to work
+    @classmethod
+    def __pre_deserialize__(cls, data, options=None):
+        data = super().__pre_deserialize__(data, options=options)
+        for field_name in ('start', 'end', 'elapsed'):
+            if field_name not in data:
+                data[field_name] = None
+        return data
+
 
 @dataclass
 @schema_version('poll-remote-deps-result', 1)

core/dbt/contracts/selection.py

@@ -1,18 +1,18 @@
 from dataclasses import dataclass
-from hologram import JsonSchemaMixin
+from dbt.dataclass_schema import dbtClassMixin
 
 from typing import List, Dict, Any, Union
 
 
 @dataclass
-class SelectorDefinition(JsonSchemaMixin):
+class SelectorDefinition(dbtClassMixin):
     name: str
     definition: Union[str, Dict[str, Any]]
     description: str = ''
 
 
 @dataclass
-class SelectorFile(JsonSchemaMixin):
+class SelectorFile(dbtClassMixin):
     selectors: List[SelectorDefinition]
     version: int = 2
 

core/dbt/contracts/util.py

@@ -7,13 +7,12 @@ from typing import (
 
 from dbt.clients.system import write_json, read_json
 from dbt.exceptions import (
-    IncompatibleSchemaException,
     InternalException,
     RuntimeException,
 )
 from dbt.version import __version__
 from dbt.tracking import get_invocation_id
-from hologram import JsonSchemaMixin
+from dbt.dataclass_schema import dbtClassMixin
 
 MacroKey = Tuple[str, str]
 SourceKey = Tuple[str, str]
@@ -57,8 +56,10 @@ class Mergeable(Replaceable):
 
 
 class Writable:
-    def write(self, path: str, omit_none: bool = False):
-        write_json(path, self.to_dict(omit_none=omit_none))  # type: ignore
+    def write(self, path: str):
+        write_json(
+            path, self.to_dict(options={'keep_none': True})  # type: ignore
+        )
 
 
 class AdditionalPropertiesMixin:
@@ -69,22 +70,41 @@ class AdditionalPropertiesMixin:
     """
     ADDITIONAL_PROPERTIES = True
 
+    # This takes attributes in the dictionary that are
+    # not in the class definitions and puts them in an
+    # _extra dict in the class
     @classmethod
-    def from_dict(cls, data, validate=True):
-        self = super().from_dict(data=data, validate=validate)
-        keys = self.to_dict(validate=False, omit_none=False)
+    def __pre_deserialize__(cls, data, options=None):
+        # dir() did not work because fields with
+        # metadata settings are not found
+        # The original version of this would create the
+        # object first and then update extra with the
+        # extra keys, but that won't work here, so
+        # we're copying the dict so we don't insert the
+        # _extra in the original data. This also requires
+        # that Mashumaro actually build the '_extra' field
+        cls_keys = cls._get_field_names()
+        new_dict = {}
         for key, value in data.items():
-            if key not in keys:
-                self.extra[key] = value
-        return self
+            if key not in cls_keys and key != '_extra':
+                if '_extra' not in new_dict:
+                    new_dict['_extra'] = {}
+                new_dict['_extra'][key] = value
+            else:
+                new_dict[key] = value
+        data = new_dict
+        data = super().__pre_deserialize__(data, options=options)
+        return data
 
-    def to_dict(self, omit_none=True, validate=False):
-        data = super().to_dict(omit_none=omit_none, validate=validate)
+    def __post_serialize__(self, dct, options=None):
+        data = super().__post_serialize__(dct, options=options)
         data.update(self.extra)
+        if '_extra' in data:
+            del data['_extra']
         return data
 
     def replace(self, **kwargs):
-        dct = self.to_dict(omit_none=False, validate=False)
+        dct = self.to_dict(options={'keep_none': True})
         dct.update(kwargs)
         return self.from_dict(dct)
 
@@ -135,7 +155,7 @@ def get_metadata_env() -> Dict[str, str]:
 
 
 @dataclasses.dataclass
-class BaseArtifactMetadata(JsonSchemaMixin):
+class BaseArtifactMetadata(dbtClassMixin):
     dbt_schema_version: str
     dbt_version: str = __version__
     generated_at: datetime = dataclasses.field(
@@ -158,7 +178,7 @@ def schema_version(name: str, version: int):
 
 
 @dataclasses.dataclass
-class VersionedSchema(JsonSchemaMixin):
+class VersionedSchema(dbtClassMixin):
     dbt_schema_version: ClassVar[SchemaVersion]
 
     @classmethod
@@ -180,18 +200,9 @@ class ArtifactMixin(VersionedSchema, Writable, Readable):
     metadata: BaseArtifactMetadata
 
     @classmethod
-    def from_dict(
-        cls: Type[T], data: Dict[str, Any], validate: bool = True
-    ) -> T:
+    def validate(cls, data):
+        super().validate(data)
         if cls.dbt_schema_version is None:
             raise InternalException(
                 'Cannot call from_dict with no schema version!'
             )
-
-        if validate:
-            expected = str(cls.dbt_schema_version)
-            found = data.get('metadata', {}).get(SCHEMA_VERSION_KEY)
-            if found != expected:
-                raise IncompatibleSchemaException(expected, found)
-
-        return super().from_dict(data=data, validate=validate)

core/dbt/dataclass_schema.py

@@ -0,0 +1,170 @@
+from typing import (
+    Type, ClassVar, Dict, cast, TypeVar
+)
+import re
+from dataclasses import fields
+from enum import Enum
+from datetime import datetime
+from dateutil.parser import parse
+
+from hologram import JsonSchemaMixin, FieldEncoder, ValidationError
+
+from mashumaro import DataClassDictMixin
+from mashumaro.types import SerializableEncoder, SerializableType
+
+
+class DateTimeSerializableEncoder(SerializableEncoder[datetime]):
+    @classmethod
+    def _serialize(cls, value: datetime) -> str:
+        out = value.isoformat()
+        # Assume UTC if timezone is missing
+        if value.tzinfo is None:
+            out = out + "Z"
+        return out
+
+    @classmethod
+    def _deserialize(cls, value: str) -> datetime:
+        return (
+            value if isinstance(value, datetime) else parse(cast(str, value))
+        )
+
+
+TV = TypeVar("TV")
+
+
+# This class pulls in both JsonSchemaMixin from Hologram and
+# DataClassDictMixin from our fork of Mashumaro. The 'to_dict'
+# and 'from_dict' methods come from Mashumaro. Building
+# jsonschemas for every class and the 'validate' method
+# come from Hologram.
+class dbtClassMixin(DataClassDictMixin, JsonSchemaMixin):
+    """Mixin which adds methods to generate a JSON schema and
+       convert to and from JSON encodable dicts with validation
+       against the schema
+    """
+
+    _serializable_encoders: ClassVar[Dict[str, SerializableEncoder]] = {
+        'datetime.datetime': DateTimeSerializableEncoder(),
+    }
+    _hyphenated: ClassVar[bool] = False
+    ADDITIONAL_PROPERTIES: ClassVar[bool] = False
+
+    # This is called by the mashumaro to_dict in order to handle
+    # nested classes.
+    # Munges the dict that's returned.
+    def __post_serialize__(self, dct, options=None):
+        keep_none = False
+        if options and 'keep_none' in options and options['keep_none']:
+            keep_none = True
+        if not keep_none:  # remove attributes that are None
+            new_dict = {k: v for k, v in dct.items() if v is not None}
+            dct = new_dict
+
+        if self._hyphenated:
+            new_dict = {}
+            for key in dct:
+                if '_' in key:
+                    new_key = key.replace('_', '-')
+                    new_dict[new_key] = dct[key]
+                else:
+                    new_dict[key] = dct[key]
+            dct = new_dict
+
+        return dct
+
+    # This is called by the mashumaro _from_dict method, before
+    # performing the conversion to a dict
+    @classmethod
+    def __pre_deserialize__(cls, data, options=None):
+        if cls._hyphenated:
+            new_dict = {}
+            for key in data:
+                if '-' in key:
+                    new_key = key.replace('-', '_')
+                    new_dict[new_key] = data[key]
+                else:
+                    new_dict[key] = data[key]
+            data = new_dict
+        return data
+
+    # This is used in the hologram._encode_field method, which calls
+    # a 'to_dict' method which does not have the same parameters in
+    # hologram and in mashumaro.
+    def _local_to_dict(self, **kwargs):
+        args = {}
+        if 'omit_none' in kwargs and kwargs['omit_none'] is False:
+            args['options'] = {'keep_none': True}
+        return self.to_dict(**args)
+
+
+class ValidatedStringMixin(str, SerializableType):
+    ValidationRegex = ''
+
+    @classmethod
+    def _deserialize(cls, value: str) -> 'ValidatedStringMixin':
+        cls.validate(value)
+        return ValidatedStringMixin(value)
+
+    def _serialize(self) -> str:
+        return str(self)
+
+    @classmethod
+    def validate(cls, value):
+        res = re.match(cls.ValidationRegex, value)
+
+        if res is None:
+            raise ValidationError(f"Invalid value: {value}")  # TODO
+
+
+# These classes must be in this order or it doesn't work
+class StrEnum(str, SerializableType, Enum):
+    def __str__(self):
+        return self.value
+
+    # https://docs.python.org/3.6/library/enum.html#using-automatic-values
+    def _generate_next_value_(name, *_):
+        return name
+
+    def _serialize(self) -> str:
+        return self.value
+
+    @classmethod
+    def _deserialize(cls, value: str):
+        return cls(value)
+
+
+class HyphenatedDbtClassMixin(dbtClassMixin):
+    # used by from_dict/to_dict
+    _hyphenated: ClassVar[bool] = True
+
+    # used by jsonschema validation, _get_fields
+    @classmethod
+    def field_mapping(cls):
+        result = {}
+        for field in fields(cls):
+            skip = field.metadata.get("preserve_underscore")
+            if skip:
+                continue
+
+            if "_" in field.name:
+                result[field.name] = field.name.replace("_", "-")
+        return result
+
+
+class ExtensibleDbtClassMixin(dbtClassMixin):
+    ADDITIONAL_PROPERTIES = True
+
+
+# This is used by Hologram in jsonschema validation
+def register_pattern(base_type: Type, pattern: str) -> None:
+    """base_type should be a typing.NewType that should always have the given
+    regex pattern. That means that its underlying type ('__supertype__') had
+    better be a str!
+    """
+
+    class PatternEncoder(FieldEncoder):
+        @property
+        def json_schema(self):
+            return {"type": "string", "pattern": pattern}
+
+    dbtClassMixin.register_field_encoders({base_type: PatternEncoder()})

core/dbt/exceptions.py

@@ -7,14 +7,14 @@ from dbt.node_types import NodeType
 from dbt import flags
 from dbt.ui import line_wrap_message
 
-import hologram
+import dbt.dataclass_schema
 
 
 def validator_error_message(exc):
-    """Given a hologram.ValidationError (which is basically a
+    """Given a dbt.dataclass_schema.ValidationError (which is basically a
     jsonschema.ValidationError), return the relevant parts as a string
     """
-    if not isinstance(exc, hologram.ValidationError):
+    if not isinstance(exc, dbt.dataclass_schema.ValidationError):
         return str(exc)
     path = "[%s]" % "][".join(map(repr, exc.relative_path))
     return 'at path {}: {}'.format(path, exc.message)

core/dbt/graph/cli.py

@@ -1,6 +1,6 @@
 # special support for CLI argument parsing.
 import itertools
-import yaml
+from dbt.clients.yaml_helper import yaml, Loader, Dumper  # noqa: F401
 
 from typing import (
     Dict, List, Optional, Tuple, Any, Union
@@ -236,7 +236,7 @@ def parse_dict_definition(definition: Dict[str, Any]) -> SelectionSpec:
         )
 
     # if key isn't a valid method name, this will raise
-    base = SelectionCriteria.from_dict(definition, dct)
+    base = SelectionCriteria.selection_criteria_from_dict(definition, dct)
     if diff_arg is None:
         return base
     else:

core/dbt/graph/selector_methods.py

@@ -3,7 +3,7 @@ from itertools import chain
 from pathlib import Path
 from typing import Set, List, Dict, Iterator, Tuple, Any, Union, Type, Optional
 
-from hologram.helpers import StrEnum
+from dbt.dataclass_schema import StrEnum
 
 from .graph import UniqueId
 

core/dbt/graph/selector_spec.py

@@ -102,7 +102,9 @@ class SelectionCriteria:
         return method_name, method_arguments
 
     @classmethod
-    def from_dict(cls, raw: Any, dct: Dict[str, Any]) -> 'SelectionCriteria':
+    def selection_criteria_from_dict(
+        cls, raw: Any, dct: Dict[str, Any]
+    ) -> 'SelectionCriteria':
         if 'value' not in dct:
             raise RuntimeException(
                 f'Invalid node spec "{raw}" - no search value!'
@@ -150,7 +152,7 @@ class SelectionCriteria:
             # bad spec!
             raise RuntimeException(f'Invalid selector spec "{raw}"')
 
-        return cls.from_dict(raw, result.groupdict())
+        return cls.selection_criteria_from_dict(raw, result.groupdict())
 
 
 class BaseSelectionGroup(Iterable[SelectionSpec], metaclass=ABCMeta):

core/dbt/helper_types.py

@@ -2,14 +2,27 @@
 from dataclasses import dataclass
 from datetime import timedelta
 from pathlib import Path
-from typing import NewType, Tuple, AbstractSet
+from typing import Tuple, AbstractSet, Union
 
-from hologram import (
-    FieldEncoder, JsonSchemaMixin, JsonDict, ValidationError
+from dbt.dataclass_schema import (
+    dbtClassMixin, ValidationError, StrEnum,
 )
-from hologram.helpers import StrEnum
+from hologram import FieldEncoder, JsonDict
+from mashumaro.types import SerializableType
 
-Port = NewType('Port', int)
+
+class Port(int, SerializableType):
+    @classmethod
+    def _deserialize(cls, value: Union[int, str]) -> 'Port':
+        try:
+            value = int(value)
+        except ValueError:
+            raise ValidationError(f'Cannot encode {value} into port number')
+
+        return Port(value)
+
+    def _serialize(self) -> int:
+        return self
 
 
 class PortEncoder(FieldEncoder):
@@ -66,12 +79,12 @@ class NVEnum(StrEnum):
 
 
 @dataclass
-class NoValue(JsonSchemaMixin):
+class NoValue(dbtClassMixin):
     """Sometimes, you want a way to say none that isn't None"""
     novalue: NVEnum = NVEnum.novalue
 
 
-JsonSchemaMixin.register_field_encoders({
+dbtClassMixin.register_field_encoders({
     Port: PortEncoder(),
     timedelta: TimeDeltaFieldEncoder(),
     Path: PathEncoder(),

core/dbt/hooks.py

@@ -1,4 +1,4 @@
-from hologram.helpers import StrEnum
+from dbt.dataclass_schema import StrEnum
 import json
 
 from typing import Union, Dict, Any

core/dbt/logger.py

@@ -13,7 +13,7 @@ from typing import Optional, List, ContextManager, Callable, Dict, Any, Set
 
 import colorama
 import logbook
-from hologram import JsonSchemaMixin
+from dbt.dataclass_schema import dbtClassMixin
 
 # Colorama needs some help on windows because we're using logger.info
 # intead of print(). If the Windows env doesn't have a TERM var set,
@@ -45,11 +45,10 @@ DEBUG_LOG_FORMAT = (
 
 
 ExceptionInformation = str
-Extras = Dict[str, Any]
 
 
 @dataclass
-class LogMessage(JsonSchemaMixin):
+class LogMessage(dbtClassMixin):
     timestamp: datetime
     message: str
     channel: str
@@ -57,7 +56,7 @@ class LogMessage(JsonSchemaMixin):
     levelname: str
     thread_name: str
     process: int
-    extra: Optional[Extras] = None
+    extra: Optional[Dict[str, Any]] = None
     exc_info: Optional[ExceptionInformation] = None
 
     @classmethod
@@ -215,7 +214,7 @@ class TextOnly(logbook.Processor):
 
 
 class TimingProcessor(logbook.Processor):
-    def __init__(self, timing_info: Optional[JsonSchemaMixin] = None):
+    def __init__(self, timing_info: Optional[dbtClassMixin] = None):
         self.timing_info = timing_info
         super().__init__()
 

core/dbt/node_types.py

@@ -1,6 +1,6 @@
 from typing import List
 
-from hologram.helpers import StrEnum
+from dbt.dataclass_schema import StrEnum
 
 
 class NodeType(StrEnum):

core/dbt/parser/analysis.py

@@ -13,7 +13,9 @@ class AnalysisParser(SimpleSQLParser[ParsedAnalysisNode]):
         )
 
     def parse_from_dict(self, dct, validate=True) -> ParsedAnalysisNode:
-        return ParsedAnalysisNode.from_dict(dct, validate=validate)
+        if validate:
+            ParsedAnalysisNode.validate(dct)
+        return ParsedAnalysisNode.from_dict(dct)
 
     @property
     def resource_type(self) -> NodeType:

core/dbt/parser/base.py

@@ -5,7 +5,7 @@ from typing import (
     List, Dict, Any, Iterable, Generic, TypeVar
 )
 
-from hologram import ValidationError
+from dbt.dataclass_schema import ValidationError
 
 from dbt import utils
 from dbt.clients.jinja import MacroGenerator
@@ -23,7 +23,7 @@ from dbt.context.context_config import (
 from dbt.contracts.files import (
     SourceFile, FilePath, FileHash
 )
-from dbt.contracts.graph.manifest import Manifest
+from dbt.contracts.graph.manifest import MacroManifest
 from dbt.contracts.graph.parsed import HasUniqueID
 from dbt.contracts.graph.unparsed import UnparsedNode
 from dbt.exceptions import (
@@ -99,7 +99,7 @@ class Parser(BaseParser[FinalValue], Generic[FinalValue]):
         results: ParseResult,
         project: Project,
         root_project: RuntimeConfig,
-        macro_manifest: Manifest,
+        macro_manifest: MacroManifest,
     ) -> None:
         super().__init__(results, project)
         self.root_project = root_project
@@ -108,9 +108,10 @@ class Parser(BaseParser[FinalValue], Generic[FinalValue]):
 
 class RelationUpdate:
     def __init__(
-        self, config: RuntimeConfig, manifest: Manifest, component: str
+        self, config: RuntimeConfig, macro_manifest: MacroManifest,
+        component: str
     ) -> None:
-        macro = manifest.find_generate_macro_by_name(
+        macro = macro_manifest.find_generate_macro_by_name(
             component=component,
             root_project_name=config.project_name,
         )
@@ -120,7 +121,7 @@ class RelationUpdate:
             )
 
         root_context = generate_generate_component_name_macro(
-            macro, config, manifest
+            macro, config, macro_manifest
         )
         self.updater = MacroGenerator(macro, root_context)
         self.component = component
@@ -144,18 +145,21 @@ class ConfiguredParser(
         results: ParseResult,
         project: Project,
         root_project: RuntimeConfig,
-        macro_manifest: Manifest,
+        macro_manifest: MacroManifest,
     ) -> None:
         super().__init__(results, project, root_project, macro_manifest)
 
         self._update_node_database = RelationUpdate(
-            manifest=macro_manifest, config=root_project, component='database'
+            macro_manifest=macro_manifest, config=root_project,
+            component='database'
         )
         self._update_node_schema = RelationUpdate(
-            manifest=macro_manifest, config=root_project, component='schema'
+            macro_manifest=macro_manifest, config=root_project,
+            component='schema'
         )
         self._update_node_alias = RelationUpdate(
-            manifest=macro_manifest, config=root_project, component='alias'
+            macro_manifest=macro_manifest, config=root_project,
+            component='alias'
         )
 
     @abc.abstractclassmethod
@@ -252,7 +256,7 @@ class ConfiguredParser(
         }
         dct.update(kwargs)
         try:
-            return self.parse_from_dict(dct)
+            return self.parse_from_dict(dct, validate=True)
         except ValidationError as exc:
             msg = validator_error_message(exc)
             # this is a bit silly, but build an UnparsedNode just for error
@@ -275,20 +279,24 @@ class ConfiguredParser(
     def render_with_context(
         self, parsed_node: IntermediateNode, config: ContextConfig
     ) -> None:
-        """Given the parsed node and a ContextConfig to use during parsing,
-        render the node's sql wtih macro capture enabled.
+        # Given the parsed node and a ContextConfig to use during parsing,
+        # render the node's sql wtih macro capture enabled.
+        # Note: this mutates the config object when config calls are rendered.
 
-        Note: this mutates the config object when config() calls are rendered.
-        """
         # during parsing, we don't have a connection, but we might need one, so
         # we have to acquire it.
         with get_adapter(self.root_project).connection_for(parsed_node):
             context = self._context_for(parsed_node, config)
 
+            # this goes through the process of rendering, but just throws away
+            # the rendered result. The "macro capture" is the point?
             get_rendered(
                 parsed_node.raw_sql, context, parsed_node, capture_macros=True
             )
 
+    # This is taking the original config for the node, converting it to a dict,
+    # updating the config with new config passed in, then re-creating the
+    # config from the dict in the node.
     def update_parsed_node_config(
         self, parsed_node: IntermediateNode, config_dict: Dict[str, Any]
     ) -> None:

core/dbt/parser/data_test.py

@@ -12,7 +12,9 @@ class DataTestParser(SimpleSQLParser[ParsedDataTestNode]):
         )
 
     def parse_from_dict(self, dct, validate=True) -> ParsedDataTestNode:
-        return ParsedDataTestNode.from_dict(dct, validate=validate)
+        if validate:
+            ParsedDataTestNode.validate(dct)
+        return ParsedDataTestNode.from_dict(dct)
 
     @property
     def resource_type(self) -> NodeType:

core/dbt/parser/hooks.py

@@ -79,7 +79,9 @@ class HookParser(SimpleParser[HookBlock, ParsedHookNode]):
         return [path]
 
     def parse_from_dict(self, dct, validate=True) -> ParsedHookNode:
-        return ParsedHookNode.from_dict(dct, validate=validate)
+        if validate:
+            ParsedHookNode.validate(dct)
+        return ParsedHookNode.from_dict(dct)
 
     @classmethod
     def get_compiled_path(cls, block: HookBlock):

core/dbt/parser/manifest.py

@@ -23,7 +23,9 @@ from dbt.config import Project, RuntimeConfig
 from dbt.context.docs import generate_runtime_docs
 from dbt.contracts.files import FilePath, FileHash
 from dbt.contracts.graph.compiled import ManifestNode
-from dbt.contracts.graph.manifest import Manifest, Disabled
+from dbt.contracts.graph.manifest import (
+    Manifest, MacroManifest, AnyManifest, Disabled
+)
 from dbt.contracts.graph.parsed import (
     ParsedSourceDefinition, ParsedNode, ParsedMacro, ColumnInfo, ParsedExposure
 )
@@ -51,7 +53,7 @@ from dbt.parser.sources import patch_sources
 from dbt.ui import warning_tag
 from dbt.version import __version__
 
-from hologram import JsonSchemaMixin
+from dbt.dataclass_schema import dbtClassMixin
 
 PARTIAL_PARSE_FILE_NAME = 'partial_parse.pickle'
 PARSING_STATE = DbtProcessState('parsing')
@@ -59,14 +61,14 @@ DEFAULT_PARTIAL_PARSE = False
 
 
 @dataclass
-class ParserInfo(JsonSchemaMixin):
+class ParserInfo(dbtClassMixin):
     parser: str
     elapsed: float
     path_count: int = 0
 
 
 @dataclass
-class ProjectLoaderInfo(JsonSchemaMixin):
+class ProjectLoaderInfo(dbtClassMixin):
     project_name: str
     elapsed: float
     parsers: List[ParserInfo]
@@ -74,7 +76,7 @@ class ProjectLoaderInfo(JsonSchemaMixin):
 
 
 @dataclass
-class ManifestLoaderInfo(JsonSchemaMixin, Writable):
+class ManifestLoaderInfo(dbtClassMixin, Writable):
     path_count: int = 0
     is_partial_parse_enabled: Optional[bool] = None
     parse_project_elapsed: Optional[float] = None
@@ -137,16 +139,19 @@ class ManifestLoader:
         self,
         root_project: RuntimeConfig,
         all_projects: Mapping[str, Project],
-        macro_hook: Optional[Callable[[Manifest], Any]] = None,
+        macro_hook: Optional[Callable[[AnyManifest], Any]] = None,
     ) -> None:
         self.root_project: RuntimeConfig = root_project
         self.all_projects: Mapping[str, Project] = all_projects
-        self.macro_hook: Callable[[Manifest], Any]
+        self.macro_hook: Callable[[AnyManifest], Any]
         if macro_hook is None:
             self.macro_hook = lambda m: None
         else:
             self.macro_hook = macro_hook
 
+        # results holds all of the nodes created by parsing,
+        # in dictionaries: nodes, sources, docs, macros, exposures,
+        # macro_patches, patches, source_patches, files, etc
         self.results: ParseResult = make_parse_result(
             root_project, all_projects,
         )
@@ -210,7 +215,7 @@ class ManifestLoader:
     def parse_project(
         self,
         project: Project,
-        macro_manifest: Manifest,
+        macro_manifest: MacroManifest,
         old_results: Optional[ParseResult],
     ) -> None:
         parsers: List[Parser] = []
@@ -252,7 +257,7 @@ class ManifestLoader:
             self._perf_info.path_count + total_path_count
         )
 
-    def load_only_macros(self) -> Manifest:
+    def load_only_macros(self) -> MacroManifest:
         old_results = self.read_parse_results()
 
         for project in self.all_projects.values():
@@ -261,17 +266,20 @@ class ManifestLoader:
                 self.parse_with_cache(path, parser, old_results)
 
         # make a manifest with just the macros to get the context
-        macro_manifest = Manifest.from_macros(
+        macro_manifest = MacroManifest(
             macros=self.results.macros,
             files=self.results.files
         )
         self.macro_hook(macro_manifest)
         return macro_manifest
 
-    def load(self, macro_manifest: Manifest):
+    # This is where the main action happens
+    def load(self, macro_manifest: MacroManifest):
+        # if partial parse is enabled, load old results
         old_results = self.read_parse_results()
         if old_results is not None:
             logger.debug('Got an acceptable cached parse result')
+        # store the macros & files from the adapter macro manifest
         self.results.macros.update(macro_manifest.macros)
         self.results.files.update(macro_manifest.files)
 
@@ -423,8 +431,8 @@ class ManifestLoader:
     def load_all(
         cls,
         root_config: RuntimeConfig,
-        macro_manifest: Manifest,
-        macro_hook: Callable[[Manifest], Any],
+        macro_manifest: MacroManifest,
+        macro_hook: Callable[[AnyManifest], Any],
     ) -> Manifest:
         with PARSING_STATE:
             start_load_all = time.perf_counter()
@@ -449,8 +457,8 @@ class ManifestLoader:
     def load_macros(
         cls,
         root_config: RuntimeConfig,
-        macro_hook: Callable[[Manifest], Any],
-    ) -> Manifest:
+        macro_hook: Callable[[AnyManifest], Any],
+    ) -> MacroManifest:
         with PARSING_STATE:
             projects = root_config.load_dependencies()
             loader = cls(root_config, projects, macro_hook)
@@ -841,14 +849,14 @@ def process_node(
 
 def load_macro_manifest(
     config: RuntimeConfig,
-    macro_hook: Callable[[Manifest], Any],
-) -> Manifest:
+    macro_hook: Callable[[AnyManifest], Any],
+) -> MacroManifest:
     return ManifestLoader.load_macros(config, macro_hook)
 
 
 def load_manifest(
     config: RuntimeConfig,
-    macro_manifest: Manifest,
-    macro_hook: Callable[[Manifest], Any],
+    macro_manifest: MacroManifest,
+    macro_hook: Callable[[AnyManifest], Any],
 ) -> Manifest:
     return ManifestLoader.load_all(config, macro_manifest, macro_hook)

core/dbt/parser/models.py

@@ -11,7 +11,9 @@ class ModelParser(SimpleSQLParser[ParsedModelNode]):
         )
 
     def parse_from_dict(self, dct, validate=True) -> ParsedModelNode:
-        return ParsedModelNode.from_dict(dct, validate=validate)
+        if validate:
+            ParsedModelNode.validate(dct)
+        return ParsedModelNode.from_dict(dct)
 
     @property
     def resource_type(self) -> NodeType:

core/dbt/parser/results.py

@@ -1,7 +1,7 @@
 from dataclasses import dataclass, field
 from typing import TypeVar, MutableMapping, Mapping, Union, List
 
-from hologram import JsonSchemaMixin
+from dbt.dataclass_schema import dbtClassMixin
 
 from dbt.contracts.files import RemoteFile, FileHash, SourceFile
 from dbt.contracts.graph.compiled import CompileResultNode
@@ -62,7 +62,7 @@ def dict_field():
 
 
 @dataclass
-class ParseResult(JsonSchemaMixin, Writable, Replaceable):
+class ParseResult(dbtClassMixin, Writable, Replaceable):
     vars_hash: FileHash
     profile_hash: FileHash
     project_hashes: MutableMapping[str, FileHash]

core/dbt/parser/rpc.py

@@ -26,7 +26,9 @@ class RPCCallParser(SimpleSQLParser[ParsedRPCNode]):
         return []
 
     def parse_from_dict(self, dct, validate=True) -> ParsedRPCNode:
-        return ParsedRPCNode.from_dict(dct, validate=validate)
+        if validate:
+            ParsedRPCNode.validate(dct)
+        return ParsedRPCNode.from_dict(dct)
 
     @property
     def resource_type(self) -> NodeType:

core/dbt/parser/schema_test_builders.py

@@ -179,6 +179,7 @@ class TestBuilder(Generic[Testable]):
         - or it may not be namespaced (test)
 
     """
+    # The 'test_name' is used to find the 'macro' that implements the test
     TEST_NAME_PATTERN = re.compile(
         r'((?P<test_namespace>([a-zA-Z_][0-9a-zA-Z_]*))\.)?'
         r'(?P<test_name>([a-zA-Z_][0-9a-zA-Z_]*))'
@@ -302,6 +303,8 @@ class TestBuilder(Generic[Testable]):
             name = '{}_{}'.format(self.namespace, name)
         return get_nice_schema_test_name(name, self.target.name, self.args)
 
+    # this is the 'raw_sql' that's used in 'render_update' and execution
+    # of the test macro
     def build_raw_sql(self) -> str:
         return (
             "{{{{ config(severity='{severity}') }}}}"

core/dbt/parser/schemas.py

@@ -6,9 +6,9 @@ from typing import (
     Iterable, Dict, Any, Union, List, Optional, Generic, TypeVar, Type
 )
 
-from hologram import ValidationError, JsonSchemaMixin
+from dbt.dataclass_schema import ValidationError, dbtClassMixin
 
-from dbt.adapters.factory import get_adapter
+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
@@ -20,7 +20,10 @@ from dbt.context.context_config import (
 )
 from dbt.context.configured import generate_schema_yml
 from dbt.context.target import generate_target_context
-from dbt.context.providers import generate_parse_exposure
+from dbt.context.providers import (
+    generate_parse_exposure, generate_test_context
+)
+from dbt.context.macro_resolver import MacroResolver
 from dbt.contracts.files import FileHash
 from dbt.contracts.graph.manifest import SourceFile
 from dbt.contracts.graph.model_config import SourceConfig
@@ -173,6 +176,15 @@ class SchemaParser(SimpleParser[SchemaTestBlock, ParsedSchemaTestNode]):
 
         self.raw_renderer = SchemaYamlRenderer(ctx)
 
+        internal_package_names = get_adapter_package_names(
+            self.root_project.credentials.type
+        )
+        self.macro_resolver = MacroResolver(
+            self.macro_manifest.macros,
+            self.root_project.project_name,
+            internal_package_names
+        )
+
     @classmethod
     def get_compiled_path(cls, block: FileBlock) -> str:
         # should this raise an error?
@@ -202,9 +214,11 @@ class SchemaParser(SimpleParser[SchemaTestBlock, ParsedSchemaTestNode]):
         )
 
     def parse_from_dict(self, dct, validate=True) -> ParsedSchemaTestNode:
-        return ParsedSchemaTestNode.from_dict(dct, validate=validate)
+        if validate:
+            ParsedSchemaTestNode.validate(dct)
+        return ParsedSchemaTestNode.from_dict(dct)
 
-    def _parse_format_version(
+    def _check_format_version(
         self, yaml: YamlBlock
     ) -> None:
         path = yaml.path.relative_path
@@ -374,7 +388,8 @@ class SchemaParser(SimpleParser[SchemaTestBlock, ParsedSchemaTestNode]):
             'checksum': FileHash.empty().to_dict(),
         }
         try:
-            return self.parse_from_dict(dct)
+            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
@@ -387,6 +402,7 @@ class SchemaParser(SimpleParser[SchemaTestBlock, ParsedSchemaTestNode]):
             )
             raise CompilationException(msg, node=node) from exc
 
+    # lots of time spent in this method
     def _parse_generic_test(
         self,
         target: Testable,
@@ -425,6 +441,7 @@ class SchemaParser(SimpleParser[SchemaTestBlock, ParsedSchemaTestNode]):
         # is not necessarily this package's name
         fqn = self.get_fqn(fqn_path, builder.fqn_name)
 
+        # this is the config that is used in render_update
         config = self.initial_config(fqn)
 
         metadata = {
@@ -447,9 +464,53 @@ class SchemaParser(SimpleParser[SchemaTestBlock, ParsedSchemaTestNode]):
             column_name=column_name,
             test_metadata=metadata,
         )
-        self.render_update(node, config)
+        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']):
+            self.update_parsed_node(node, config)
+            node.unrendered_config['severity'] = builder.severity()
+            node.config['severity'] = builder.severity()
+            # 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.macro_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(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_source_test(
         self,
         target: UnpatchedSourceDefinition,
@@ -561,10 +622,13 @@ class SchemaParser(SimpleParser[SchemaTestBlock, ParsedSchemaTestNode]):
 
     def parse_file(self, block: FileBlock) -> None:
         dct = self._yaml_from_file(block.file)
-        # mark the file as seen, even if there are no macros in it
+
+        # mark the file as seen, in ParseResult.files
         self.results.get_file(block.file)
+
         if dct:
             try:
+                # This does a deep_map to check for circular references
                 dct = self.raw_renderer.render_data(dct)
             except CompilationException as exc:
                 raise CompilationException(
@@ -572,28 +636,58 @@ class SchemaParser(SimpleParser[SchemaTestBlock, ParsedSchemaTestNode]):
                     f'project {self.project.project_name}: {exc}'
                 ) from exc
 
+            # contains the FileBlock and the data (dictionary)
             yaml_block = YamlBlock.from_file_block(block, dct)
 
-            self._parse_format_version(yaml_block)
+            # checks version
+            self._check_format_version(yaml_block)
 
             parser: YamlDocsReader
-            for key in NodeType.documentable():
-                plural = key.pluralize()
-                if key == NodeType.Source:
-                    parser = SourceParser(self, yaml_block, plural)
-                elif key == NodeType.Macro:
-                    parser = MacroPatchParser(self, yaml_block, plural)
-                elif key == NodeType.Analysis:
-                    parser = AnalysisPatchParser(self, yaml_block, plural)
-                elif key == NodeType.Exposure:
-                    # handle exposures separately, but they are
-                    # technically still "documentable"
-                    continue
-                else:
-                    parser = TestablePatchParser(self, yaml_block, plural)
+
+            # 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)
-            self.parse_exposures(yaml_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()
+            if 'macros' in dct:
+                parser = MacroPatchParser(self, yaml_block, 'macros')
+                for test_block in parser.parse():
+                    self.parse_tests(test_block)
+
+            # NonSourceParser.parse()
+            if 'analyses' in dct:
+                parser = AnalysisPatchParser(self, yaml_block, 'analyses')
+                for test_block in parser.parse():
+                    self.parse_tests(test_block)
+
+            # parse exposures
+            if 'exposures' in dct:
+                self.parse_exposures(yaml_block)
 
 
 Parsed = TypeVar(
@@ -610,11 +704,14 @@ NonSourceTarget = TypeVar(
 )
 
 
+# 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
 
@@ -634,6 +731,9 @@ class YamlReader(metaclass=ABCMeta):
     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):
@@ -643,7 +743,10 @@ class YamlReader(metaclass=ABCMeta):
             )
         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:
@@ -659,19 +762,22 @@ class YamlDocsReader(YamlReader):
         raise NotImplementedError('parse is abstract')
 
 
-T = TypeVar('T', bound=JsonSchemaMixin)
+T = TypeVar('T', bound=dbtClassMixin)
 
 
 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.
     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
@@ -714,10 +820,12 @@ class SourceParser(YamlDocsReader):
             self.results.add_source(self.yaml.file, result)
 
 
+# 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('_unsafe_from_dict not implemented')
+        raise NotImplementedError('_target_type not implemented')
 
     @abstractmethod
     def get_block(self, node: NonSourceTarget) -> TargetBlock:
@@ -732,33 +840,55 @@ class NonSourceParser(YamlDocsReader, Generic[NonSourceTarget, Parsed]):
     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.results (a ParseResult
+            # object) as a ParsedNodePatch or ParsedMacroPatch
             self.parse_patch(node_block, refs)
         return test_blocks
 
     def get_unparsed_target(self) -> Iterable[NonSourceTarget]:
         path = self.yaml.path.original_file_path
 
-        for data in self.get_key_dicts():
+        # 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:
-                model = self._target_type().from_dict(data)
+                # target_type: UnparsedNodeUpdate, UnparsedAnalysisUpdate,
+                # or UnparsedMacroUpdate
+                self._target_type().validate(data)
+                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 model
+                yield node
 
 
 class NodePatchParser(
@@ -866,6 +996,7 @@ class ExposureParser(YamlReader):
     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)

core/dbt/parser/seeds.py

@@ -13,7 +13,9 @@ class SeedParser(SimpleSQLParser[ParsedSeedNode]):
         )
 
     def parse_from_dict(self, dct, validate=True) -> ParsedSeedNode:
-        return ParsedSeedNode.from_dict(dct, validate=validate)
+        if validate:
+            ParsedSeedNode.validate(dct)
+        return ParsedSeedNode.from_dict(dct)
 
     @property
     def resource_type(self) -> NodeType:

core/dbt/parser/snapshots.py

@@ -1,7 +1,7 @@
 import os
 from typing import List
 
-from hologram import ValidationError
+from dbt.dataclass_schema import ValidationError
 
 from dbt.contracts.graph.parsed import (
     IntermediateSnapshotNode, ParsedSnapshotNode
@@ -26,7 +26,9 @@ class SnapshotParser(
         )
 
     def parse_from_dict(self, dct, validate=True) -> IntermediateSnapshotNode:
-        return IntermediateSnapshotNode.from_dict(dct, validate=validate)
+        if validate:
+            IntermediateSnapshotNode.validate(dct)
+        return IntermediateSnapshotNode.from_dict(dct)
 
     @property
     def resource_type(self) -> NodeType:

core/dbt/parser/sources.py

@@ -6,7 +6,7 @@ from typing import (
     Set,
 )
 from dbt.config import RuntimeConfig
-from dbt.contracts.graph.manifest import Manifest, SourceKey
+from dbt.contracts.graph.manifest import MacroManifest, SourceKey
 from dbt.contracts.graph.parsed import (
     UnpatchedSourceDefinition,
     ParsedSourceDefinition,
@@ -33,7 +33,7 @@ class SourcePatcher:
     ) -> None:
         self.results = results
         self.root_project = root_project
-        self.macro_manifest = Manifest.from_macros(
+        self.macro_manifest = MacroManifest(
             macros=self.results.macros,
             files=self.results.files
         )

core/dbt/perf_utils.py

@@ -3,7 +3,7 @@ little bit too much to go anywhere else.
 """
 from dbt.adapters.factory import get_adapter
 from dbt.parser.manifest import load_manifest
-from dbt.contracts.graph.manifest import Manifest
+from dbt.contracts.graph.manifest import Manifest, MacroManifest
 from dbt.config import RuntimeConfig
 
 
@@ -23,10 +23,10 @@ def get_full_manifest(
         config.clear_dependencies()
         adapter.clear_macro_manifest()
 
-    internal: Manifest = adapter.load_macro_manifest()
+    macro_manifest: MacroManifest = adapter.load_macro_manifest()
 
     return load_manifest(
         config,
-        internal,
+        macro_manifest,
         adapter.connections.set_query_header,
     )

core/dbt/rpc/logger.py

@@ -1,8 +1,7 @@
 import logbook
 import logbook.queues
 from jsonrpc.exceptions import JSONRPCError
-from hologram import JsonSchemaMixin
-from hologram.helpers import StrEnum
+from dbt.dataclass_schema import StrEnum
 
 from dataclasses import dataclass, field
 from datetime import datetime, timedelta
@@ -25,8 +24,11 @@ class QueueMessageType(StrEnum):
     terminating = frozenset((Error, Result, Timeout))
 
 
+# This class was subclassed from JsonSchemaMixin, but it
+# doesn't appear to be necessary, and Mashumaro does not
+# handle logbook.LogRecord
 @dataclass
-class QueueMessage(JsonSchemaMixin):
+class QueueMessage:
     message_type: QueueMessageType
 
 

core/dbt/rpc/method.py

@@ -3,7 +3,7 @@ from abc import abstractmethod
 from copy import deepcopy
 from typing import List, Optional, Type, TypeVar, Generic, Dict, Any
 
-from hologram import JsonSchemaMixin, ValidationError
+from dbt.dataclass_schema import dbtClassMixin, ValidationError
 
 from dbt.contracts.rpc import RPCParameters, RemoteResult, RemoteMethodFlags
 from dbt.exceptions import NotImplementedException, InternalException
@@ -109,7 +109,7 @@ class RemoteBuiltinMethod(RemoteMethod[Parameters, Result]):
             'the run() method on builtins should never be called'
         )
 
-    def __call__(self, **kwargs: Dict[str, Any]) -> JsonSchemaMixin:
+    def __call__(self, **kwargs: Dict[str, Any]) -> dbtClassMixin:
         try:
             params = self.get_parameters().from_dict(kwargs)
         except ValidationError as exc:

core/dbt/rpc/response_manager.py

@@ -1,7 +1,7 @@
 import json
 from typing import Callable, Dict, Any
 
-from hologram import JsonSchemaMixin
+from dbt.dataclass_schema import dbtClassMixin
 from jsonrpc.exceptions import (
     JSONRPCParseError,
     JSONRPCInvalidRequestException,
@@ -90,11 +90,14 @@ class ResponseManager(JSONRPCResponseManager):
     @classmethod
     def _get_responses(cls, requests, dispatcher):
         for output in super()._get_responses(requests, dispatcher):
-            # if it's a result, check if it's a JsonSchemaMixin and if so call
+            # if it's a result, check if it's a dbtClassMixin and if so call
             # to_dict
             if hasattr(output, 'result'):
-                if isinstance(output.result, JsonSchemaMixin):
-                    output.result = output.result.to_dict(omit_none=False)
+                if isinstance(output.result, dbtClassMixin):
+                    # Note: errors in to_dict do not show up anywhere in
+                    # the output and all you get is a generic 500 error
+                    output.result = \
+                        output.result.to_dict(options={'keep_none': True})
             yield output
 
     @classmethod

core/dbt/rpc/task_handler.py

@@ -9,7 +9,7 @@ from typing import (
 )
 from typing_extensions import Protocol
 
-from hologram import JsonSchemaMixin, ValidationError
+from dbt.dataclass_schema import dbtClassMixin, ValidationError
 
 import dbt.exceptions
 import dbt.flags
@@ -283,7 +283,7 @@ class RequestTaskHandler(threading.Thread, TaskHandlerProtocol):
         #   - The actual thread that this represents, which writes its data to
         #     the result and logs. The atomicity of list.append() and item
         #     assignment means we don't need a lock.
-        self.result: Optional[JsonSchemaMixin] = None
+        self.result: Optional[dbtClassMixin] = None
         self.error: Optional[RPCException] = None
         self.state: TaskHandlerState = TaskHandlerState.NotStarted
         self.logs: List[LogMessage] = []
@@ -453,6 +453,7 @@ class RequestTaskHandler(threading.Thread, TaskHandlerProtocol):
             )
 
         try:
+            cls.validate(self.task_kwargs)
             return cls.from_dict(self.task_kwargs)
         except ValidationError as exc:
             # raise a TypeError to indicate invalid parameters so we get a nice

core/dbt/rpc/task_handler_protocol.py

@@ -14,11 +14,11 @@ from dbt.contracts.rpc import (
 
 
 class TaskHandlerProtocol(Protocol):
-    started: Optional[datetime]
-    ended: Optional[datetime]
-    state: TaskHandlerState
     task_id: TaskID
-    process: Optional[multiprocessing.Process]
+    state: TaskHandlerState
+    started: Optional[datetime] = None
+    ended: Optional[datetime] = None
+    process: Optional[multiprocessing.Process] = None
 
     @property
     def request_id(self) -> Union[str, int]:

core/dbt/semver.py

@@ -4,8 +4,7 @@ import re
 from dbt.exceptions import VersionsNotCompatibleException
 import dbt.utils
 
-from hologram import JsonSchemaMixin
-from hologram.helpers import StrEnum
+from dbt.dataclass_schema import dbtClassMixin, StrEnum
 from typing import Optional
 
 
@@ -18,12 +17,12 @@ class Matchers(StrEnum):
 
 
 @dataclass
-class VersionSpecification(JsonSchemaMixin):
-    major: Optional[str]
-    minor: Optional[str]
-    patch: Optional[str]
-    prerelease: Optional[str]
-    build: Optional[str]
+class VersionSpecification(dbtClassMixin):
+    major: Optional[str] = None
+    minor: Optional[str] = None
+    patch: Optional[str] = None
+    prerelease: Optional[str] = None
+    build: Optional[str] = None
     matcher: Matchers = Matchers.EXACT
 
 

core/dbt/task/debug.py

@@ -48,7 +48,6 @@ Check your database credentials and try again. For more information, visit:
 {url}
 '''.lstrip()
 
-
 MISSING_PROFILE_MESSAGE = '''
 dbt looked for a profiles.yml file in {path}, but did
 not find one. For more information on configuring your profile, consult the
@@ -90,6 +89,7 @@ class DebugTask(BaseTask):
         self.profile_name: Optional[str] = None
         self.project: Optional[Project] = None
         self.project_fail_details = ''
+        self.any_failure = False
         self.messages: List[str] = []
 
     @property
@@ -111,7 +111,7 @@ class DebugTask(BaseTask):
     def run(self):
         if self.args.config_dir:
             self.path_info()
-            return
+            return not self.any_failure
 
         version = get_installed_version().to_version_string(skip_matcher=True)
         print('dbt version: {}'.format(version))
@@ -129,6 +129,11 @@ class DebugTask(BaseTask):
             print(message)
             print('')
 
+        return not self.any_failure
+
+    def interpret_results(self, results):
+        return results
+
     def _load_project(self):
         if not os.path.exists(self.project_path):
             self.project_fail_details = FILE_NOT_FOUND
@@ -245,6 +250,7 @@ class DebugTask(BaseTask):
             self.messages.append(MISSING_PROFILE_MESSAGE.format(
                 path=self.profile_path, url=ProfileConfigDocs
             ))
+            self.any_failure = True
             return red('ERROR not found')
 
         try:
@@ -283,6 +289,7 @@ class DebugTask(BaseTask):
             dbt.clients.system.run_cmd(os.getcwd(), ['git', '--help'])
         except dbt.exceptions.ExecutableError as exc:
             self.messages.append('Error from git --help: {!s}'.format(exc))
+            self.any_failure = True
             return red('ERROR')
         return green('OK found')
 
@@ -310,6 +317,8 @@ class DebugTask(BaseTask):
     def _log_project_fail(self):
         if not self.project_fail_details:
             return
+
+        self.any_failure = True
         if self.project_fail_details == FILE_NOT_FOUND:
             return
         print('Project loading failed for the following reason:')
@@ -319,6 +328,8 @@ class DebugTask(BaseTask):
     def _log_profile_fail(self):
         if not self.profile_fail_details:
             return
+
+        self.any_failure = True
         if self.profile_fail_details == FILE_NOT_FOUND:
             return
         print('Profile loading failed for the following reason:')
@@ -347,6 +358,7 @@ class DebugTask(BaseTask):
         result = self.attempt_connection(self.profile)
         if result is not None:
             self.messages.append(result)
+            self.any_failure = True
             return red('ERROR')
         return green('OK connection ok')
 

core/dbt/task/generate.py

@@ -3,7 +3,7 @@ import shutil
 from datetime import datetime
 from typing import Dict, List, Any, Optional, Tuple, Set
 
-from hologram import ValidationError
+from dbt.dataclass_schema import ValidationError
 
 from .compile import CompileTask
 

core/dbt/task/list.py

@@ -110,7 +110,7 @@ class ListTask(GraphRunnableTask):
         for node in self._iterate_selected_nodes():
             yield json.dumps({
                 k: v
-                for k, v in node.to_dict(omit_none=False).items()
+                for k, v in node.to_dict(options={'keep_none': True}).items()
                 if k in self.ALLOWED_KEYS
             })
 

core/dbt/task/parse.py

@@ -8,12 +8,17 @@
 # snakeviz dbt.cprof
 from dbt.task.base import ConfiguredTask
 from dbt.adapters.factory import get_adapter
-from dbt.parser.manifest import Manifest, ManifestLoader, _check_manifest
+from dbt.parser.manifest import (
+    Manifest, MacroManifest, ManifestLoader, _check_manifest
+)
 from dbt.logger import DbtProcessState, print_timestamped_line
+from dbt.clients.system import write_file
 from dbt.graph import Graph
 import time
 from typing import Optional
 import os
+import json
+import dbt.utils
 
 MANIFEST_FILE_NAME = 'manifest.json'
 PERF_INFO_FILE_NAME = 'perf_info.json'
@@ -33,7 +38,8 @@ class ParseTask(ConfiguredTask):
 
     def write_perf_info(self):
         path = os.path.join(self.config.target_path, PERF_INFO_FILE_NAME)
-        self.loader._perf_info.write(path)
+        write_file(path, json.dumps(self.loader._perf_info,
+                                    cls=dbt.utils.JSONEncoder, indent=4))
         print_timestamped_line(f"Performance info: {path}")
 
     # This method takes code that normally exists in other files
@@ -47,7 +53,7 @@ class ParseTask(ConfiguredTask):
 
     def get_full_manifest(self):
         adapter = get_adapter(self.config)  # type: ignore
-        macro_manifest: Manifest = adapter.load_macro_manifest()
+        macro_manifest: MacroManifest = adapter.load_macro_manifest()
         print_timestamped_line("Macro manifest loaded")
         root_config = self.config
         macro_hook = adapter.connections.set_query_header

core/dbt/task/rpc/cli.py

@@ -1,6 +1,6 @@
 import abc
 import shlex
-import yaml
+from dbt.clients.yaml_helper import Dumper, yaml  # noqa: F401
 from typing import Type, Optional
 
 

core/dbt/task/run.py

@@ -3,7 +3,7 @@ import threading
 import time
 from typing import List, Dict, Any, Iterable, Set, Tuple, Optional, AbstractSet
 
-from hologram import JsonSchemaMixin
+from dbt.dataclass_schema import dbtClassMixin
 
 from .compile import CompileRunner, CompileTask
 
@@ -96,6 +96,7 @@ def get_hooks_by_tags(
 def get_hook(source, index):
     hook_dict = get_hook_dict(source)
     hook_dict.setdefault('index', index)
+    Hook.validate(hook_dict)
     return Hook.from_dict(hook_dict)
 
 
@@ -191,7 +192,7 @@ class ModelRunner(CompileRunner):
     def _build_run_model_result(self, model, context):
         result = context['load_result']('main')
         adapter_response = {}
-        if isinstance(result.response, JsonSchemaMixin):
+        if isinstance(result.response, dbtClassMixin):
             adapter_response = result.response.to_dict()
         return RunResult(
             node=model,

core/dbt/tracking.py

@@ -1,6 +1,8 @@
 from typing import Optional
 
-from dbt.clients import yaml_helper
+from dbt.clients.yaml_helper import (  # noqa:F401
+    yaml, safe_load, Loader, Dumper,
+)
 from dbt.logger import GLOBAL_LOGGER as logger
 from dbt import version as dbt_version
 from snowplow_tracker import Subject, Tracker, Emitter, logger as sp_logger
@@ -12,25 +14,37 @@ import pytz
 import platform
 import uuid
 import requests
-import yaml
 import os
+from extensions import tracking
 
 sp_logger.setLevel(100)
 
-COLLECTOR_URL = "fishtownanalytics.sinter-collect.com"
-COLLECTOR_PROTOCOL = "https"
+# COLLECTOR_URL = "fishtownanalytics.sinter-collect.com"
+# COLLECTOR_PROTOCOL = "https"
 
-INVOCATION_SPEC = 'iglu:com.dbt/invocation/jsonschema/1-0-1'
-PLATFORM_SPEC = 'iglu:com.dbt/platform/jsonschema/1-0-0'
-RUN_MODEL_SPEC = 'iglu:com.dbt/run_model/jsonschema/1-0-1'
-INVOCATION_ENV_SPEC = 'iglu:com.dbt/invocation_env/jsonschema/1-0-0'
-PACKAGE_INSTALL_SPEC = 'iglu:com.dbt/package_install/jsonschema/1-0-0'
-RPC_REQUEST_SPEC = 'iglu:com.dbt/rpc_request/jsonschema/1-0-1'
-DEPRECATION_WARN_SPEC = 'iglu:com.dbt/deprecation_warn/jsonschema/1-0-0'
-LOAD_ALL_TIMING_SPEC = 'iglu:com.dbt/load_all_timing/jsonschema/1-0-0'
+# INVOCATION_SPEC = 'iglu:com.dbt/invocation/jsonschema/1-0-1'
+# PLATFORM_SPEC = 'iglu:com.dbt/platform/jsonschema/1-0-0'
+# RUN_MODEL_SPEC = 'iglu:com.dbt/run_model/jsonschema/1-0-1'
+# INVOCATION_ENV_SPEC = 'iglu:com.dbt/invocation_env/jsonschema/1-0-0'
+# PACKAGE_INSTALL_SPEC = 'iglu:com.dbt/package_install/jsonschema/1-0-0'
+# RPC_REQUEST_SPEC = 'iglu:com.dbt/rpc_request/jsonschema/1-0-1'
+# DEPRECATION_WARN_SPEC = 'iglu:com.dbt/deprecation_warn/jsonschema/1-0-0'
+# LOAD_ALL_TIMING_SPEC = 'iglu:com.dbt/load_all_timing/jsonschema/1-0-0'
 
-DBT_INVOCATION_ENV = 'DBT_INVOCATION_ENV'
+# DBT_INVOCATION_ENV = 'DBT_INVOCATION_ENV'
+COLLECTOR_URL = tracking.connector_url()
+COLLECTOR_PROTOCOL = tracking.collector_protocol()
 
+INVOCATION_SPEC = tracking.invocation_spec()
+PLATFORM_SPEC = tracking.platform_spec()
+RUN_MODEL_SPEC = tracking.run_model_spec()
+INVOCATION_ENV_SPEC = tracking.invocation_env_spec()
+PACKAGE_INSTALL_SPEC = tracking.package_install_spec()
+RPC_REQUEST_SPEC = tracking.rpc_request_spec()
+DEPRECATION_WARN_SPEC = tracking.deprecation_warn_spec()
+LOAD_ALL_TIMING_SPEC = tracking.load_all_timing_spec()
+
+DBT_INVOCATION_ENV = tracking.dbt_invocation_env()
 
 class TimeoutEmitter(Emitter):
     def __init__(self):
@@ -147,7 +161,7 @@ class User:
         else:
             with open(self.cookie_path, "r") as fh:
                 try:
-                    user = yaml_helper.safe_load(fh)
+                    user = safe_load(fh)
                     if user is None:
                         user = self.set_cookie()
                 except yaml.reader.ReaderError:

core/dbt/utils.py

@@ -298,7 +298,7 @@ def filter_null_values(input: Dict[K_T, Optional[V_T]]) -> Dict[K_T, V_T]:
 
 
 def add_ephemeral_model_prefix(s: str) -> str:
-    return '__dbt__CTE__{}'.format(s)
+    return '__dbt__cte__{}'.format(s)
 
 
 def timestring() -> str:
@@ -415,7 +415,7 @@ def restrict_to(*restrictions):
 def coerce_dict_str(value: Any) -> Optional[Dict[str, Any]]:
     """For annoying mypy reasons, this helper makes dealing with nested dicts
     easier. You get either `None` if it's not a Dict[str, Any], or the
-    Dict[str, Any] you expected (to pass it to JsonSchemaMixin.from_dict(...)).
+    Dict[str, Any] you expected (to pass it to dbtClassMixin.from_dict(...)).
     """
     if (isinstance(value, dict) and all(isinstance(k, str) for k in value)):
         return value
@@ -539,7 +539,9 @@ def fqn_search(
         level_config = root.get(level, None)
         if not isinstance(level_config, dict):
             break
-        yield copy.deepcopy(level_config)
+        # This used to do a 'deepcopy',
+        # but it didn't seem to be necessary
+        yield level_config
         root = level_config
 
 

core/dbt/version.py

@@ -96,5 +96,5 @@ def _get_dbt_plugins_info():
         yield plugin_name, mod.version
 
 
-__version__ = '0.19.0rc2'
+__version__ = '0.19.0'
 installed = get_installed_version()

core/extensions/__init__.py

@@ -0,0 +1 @@
+from . import tracking

core/extensions/tracking/Cargo.toml

@@ -0,0 +1,15 @@
+[package]
+name = "extensions-tracking"
+version = "0.1.0"
+publish = false
+edition = "2018"
+workspace = "../.."
+
+[lib]
+crate-type = [ "cdylib",]
+name = "extensions_tracking"
+path = "lib.rs"
+
+[dependencies.pyo3]
+version = "0.13.1"
+features = [ "extension-module",]

core/extensions/tracking/lib.rs

@@ -0,0 +1,45 @@
+use pyo3::prelude::*;
+use pyo3::wrap_pyfunction;
+
+#[pyfunction]
+pub fn collector_url() -> PyResult<String> { Ok("fishtownanalytics.sinter-collect.com".to_owned().to_owned()) }
+#[pyfunction]
+pub fn collector_protocol() -> PyResult<String> { Ok("https".to_owned()) }
+
+#[pyfunction]
+pub fn invocation_spec() -> PyResult<String> { Ok("iglu:com.dbt/invocation/jsonschema/1-0-1".to_owned()) }
+#[pyfunction]
+pub fn platform_spec() -> PyResult<String> { Ok("iglu:com.dbt/platform/jsonschema/1-0-0".to_owned()) }
+#[pyfunction]
+pub fn run_model_spec() -> PyResult<String> { Ok("iglu:com.dbt/run_model/jsonschema/1-0-1".to_owned()) }
+#[pyfunction]
+pub fn invocation_new_spec() -> PyResult<String> { Ok("iglu:com.dbt/invocation_env/jsonschema/1-0-0".to_owned()) }
+#[pyfunction]
+pub fn package_install_spec() -> PyResult<String> { Ok("iglu:com.dbt/package_install/jsonschema/1-0-0".to_owned()) }
+#[pyfunction]
+pub fn rpc_request_spec() -> PyResult<String> { Ok("iglu:com.dbt/rpc_request/jsonschema/1-0-1".to_owned()) }
+#[pyfunction]
+pub fn deprecation_warn_spec() -> PyResult<String> { Ok("iglu:com.dbt/deprecation_warn/jsonschema/1-0-0".to_owned()) }
+#[pyfunction]
+pub fn load_all_timing_spec() -> PyResult<String> { Ok("iglu:com.dbt/load_all_timing/jsonschema/1-0-0".to_owned()) }
+
+#[pyfunction]
+pub fn dbt_invocation_env() -> PyResult<String> { Ok("DBT_INVOCATION_ENV".to_owned()) }
+
+
+/// This module is a python module implemented in Rust.
+/// the function name must match the library name in Cargo.toml
+#[pymodule]
+fn tracking(_: Python, m: &PyModule) -> PyResult<()> {
+    m.add_wrapped(wrap_pyfunction!(collector_url))?;
+    m.add_wrapped(wrap_pyfunction!(collector_protocol))?;
+    m.add_wrapped(wrap_pyfunction!(invocation_spec))?;
+    m.add_wrapped(wrap_pyfunction!(platform_spec))?;
+    m.add_wrapped(wrap_pyfunction!(run_model_spec))?;
+    m.add_wrapped(wrap_pyfunction!(invocation_new_spec))?;
+    m.add_wrapped(wrap_pyfunction!(package_install_spec))?;
+    m.add_wrapped(wrap_pyfunction!(deprecation_warn_spec))?;
+    m.add_wrapped(wrap_pyfunction!(load_all_timing_spec))?;
+    m.add_wrapped(wrap_pyfunction!(dbt_invocation_env))?;
+    Ok(())
+}

core/pyproject.toml

@@ -0,0 +1,2 @@
+[build-system]
+requires = ["setuptools", "wheel", "setuptools-rust"]

core/setup.py

@@ -1,6 +1,7 @@
 #!/usr/bin/env python
 import os
 import sys
+import setuptools_rust as rust
 
 if sys.version_info < (3, 6):
     print('Error: dbt does not support this version of Python.')
@@ -24,7 +25,7 @@ def read(fname):
 
 
 package_name = "dbt-core"
-package_version = "0.19.0rc2"
+package_version = "0.19.0"
 description = """dbt (data build tool) is a command line tool that helps \
 analysts and engineers transform data in their warehouse more effectively"""
 
@@ -37,6 +38,9 @@ setup(
     author="Fishtown Analytics",
     author_email="info@fishtownanalytics.com",
     url="https://github.com/fishtown-analytics/dbt",
+    rust_extensions=rust.find_rust_extensions(
+        binding=rust.Binding.PyO3, strip=rust.Strip.Debug
+    ),
     packages=find_namespace_packages(include=['dbt', 'dbt.*']),
     package_data={
         'dbt': [
@@ -68,9 +72,9 @@ setup(
         'agate>=1.6,<2',
         'isodate>=0.6,<0.7',
         'json-rpc>=1.12,<2',
-        'werkzeug>=0.15,<0.17',
+        'werkzeug>=0.15,<2.0',
         'dataclasses==0.6;python_version<"3.7"',
-        'hologram==0.0.12',
+        # 'hologram==0.0.12', # must be updated prior to release
         'logbook>=1.5,<1.6',
         'typing-extensions>=3.7.4,<3.8',
         # the following are all to match snowflake-connector-python

dev_requirements.txt

@@ -13,3 +13,6 @@ mypy==0.782
 wheel
 twine
 pytest-logbook>=1.2.0,<1.3
+git+https://github.com/fishtown-analytics/hologram.git@mashumaro-support
+git+https://github.com/fishtown-analytics/dbt-mashumaro.git@dbt-customizations
+jsonschema

docker-compose.yml

@@ -1,6 +1,5 @@
-version: '3.5'
+version: "3.5"
 services:
-
   database:
     image: postgres
     environment:
@@ -13,7 +12,7 @@ services:
   test:
     build:
       context: .
-      dockerfile: Dockerfile
+      dockerfile: Dockerfile.test
       args:
         # Run `make .env` to set $USER_ID and $GROUP_ID
         USER_ID: ${USER_ID:-}

docker/Dockerfile

@@ -0,0 +1,32 @@
+ARG BASE_IMAGE="python:3.8-slim-buster"
+
+FROM $BASE_IMAGE
+ARG BASE_REQUIREMENTS_SRC_PATH
+ARG WHEEL_REQUIREMENTS_SRC_PATH
+ARG DIST_PATH
+RUN apt-get update \
+    && apt-get dist-upgrade -y \
+    && apt-get install -y --no-install-recommends \
+    git \
+    software-properties-common \
+    make \
+    build-essential \
+    ca-certificates \
+    libpq-dev \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
+
+RUN echo BASE_REQUIREMENTS_SRC_PATH=$BASE_REQUIREMENTS_SRC_PATH
+RUN echo WHEEL_REQUIREMENTS_SRC_PATH=$WHEEL_REQUIREMENTS_SRC_PATH
+RUN echo DIST_PATH=$DIST_PATH
+COPY $BASE_REQUIREMENTS_SRC_PATH ./requirements.txt
+COPY $WHEEL_REQUIREMENTS_SRC_PATH ./wheel_requirements.txt
+COPY $DIST_PATH ./dist
+RUN pip install --upgrade pip setuptools
+RUN pip install --requirement ./requirements.txt
+RUN pip install --requirement ./wheel_requirements.txt
+ENV PYTHONIOENCODING=utf-8
+ENV LANG C.UTF-8
+WORKDIR /usr/app
+VOLUME /usr/app
+ENTRYPOINT ["dbt"]

docker/Dockerfile.0.15.3

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common make build-essential                     ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.15.3.txt ./requirements.0.15.3.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.15.3.txt
-RUN pip install ./dist/dbt_postgres-0.15.3-py3-none-any.whl ./dist/dbt_redshift-0.15.3-py3-none-any.whl ./dist/dbt_bigquery-0.15.3-py3-none-any.whl ./dist/dbt_core-0.15.3-py3-none-any.whl ./dist/dbt_snowflake-0.15.3-py3-none-any.whl ./dist/dbt-0.15.3-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-CMD ['dbt', 'run']

docker/Dockerfile.0.16.0

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common make build-essential                     ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.16.0.txt ./requirements.0.16.0.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.16.0.txt
-RUN pip install ./dist/dbt-0.16.0-py3-none-any.whl ./dist/dbt_bigquery-0.16.0-py3-none-any.whl ./dist/dbt_snowflake-0.16.0-py3-none-any.whl ./dist/dbt_core-0.16.0-py3-none-any.whl ./dist/dbt_redshift-0.16.0-py3-none-any.whl ./dist/dbt_postgres-0.16.0-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-CMD ['dbt', 'run']

docker/Dockerfile.0.16.0b2

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     netcat curl git ssh  software-properties-common                     make build-essential ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.16.0b2.txt ./requirements.0.16.0b2.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.16.0b2.txt
-RUN pip install ./dist/dbt_snowflake-0.16.0b2-py3-none-any.whl ./dist/dbt_core-0.16.0b2-py3-none-any.whl ./dist/dbt_postgres-0.16.0b2-py3-none-any.whl ./dist/dbt-0.16.0b2-py3-none-any.whl ./dist/dbt_bigquery-0.16.0b2-py3-none-any.whl ./dist/dbt_redshift-0.16.0b2-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-CMD ['dbt', 'run']

docker/Dockerfile.0.16.0b3

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common                     make build-essential ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.16.0b3.txt ./requirements.0.16.0b3.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.16.0b3.txt
-RUN pip install ./dist/dbt_postgres-0.16.0b3-py3-none-any.whl ./dist/dbt_core-0.16.0b3-py3-none-any.whl ./dist/dbt-0.16.0b3-py3-none-any.whl ./dist/dbt_snowflake-0.16.0b3-py3-none-any.whl ./dist/dbt_bigquery-0.16.0b3-py3-none-any.whl ./dist/dbt_redshift-0.16.0b3-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-CMD ['dbt', 'run']

docker/Dockerfile.0.16.0rc2

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common make build-essential                     ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.16.0rc2.txt ./requirements.0.16.0rc2.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.16.0rc2.txt
-RUN pip install ./dist/dbt_bigquery-0.16.0rc2-py3-none-any.whl ./dist/dbt_core-0.16.0rc2-py3-none-any.whl ./dist/dbt_snowflake-0.16.0rc2-py3-none-any.whl ./dist/dbt-0.16.0rc2-py3-none-any.whl ./dist/dbt_redshift-0.16.0rc2-py3-none-any.whl ./dist/dbt_postgres-0.16.0rc2-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-CMD ['dbt', 'run']

docker/Dockerfile.0.16.0rc3

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common make build-essential                     ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.16.0rc3.txt ./requirements.0.16.0rc3.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.16.0rc3.txt
-RUN pip install ./dist/dbt_bigquery-0.16.0rc3-py3-none-any.whl ./dist/dbt_redshift-0.16.0rc3-py3-none-any.whl ./dist/dbt-0.16.0rc3-py3-none-any.whl ./dist/dbt_postgres-0.16.0rc3-py3-none-any.whl ./dist/dbt_core-0.16.0rc3-py3-none-any.whl ./dist/dbt_snowflake-0.16.0rc3-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-CMD ['dbt', 'run']

docker/Dockerfile.0.16.0rc4

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common make build-essential                     ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.16.0rc4.txt ./requirements.0.16.0rc4.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.16.0rc4.txt
-RUN pip install ./dist/dbt_snowflake-0.16.0rc4-py3-none-any.whl ./dist/dbt_core-0.16.0rc4-py3-none-any.whl ./dist/dbt_postgres-0.16.0rc4-py3-none-any.whl ./dist/dbt_redshift-0.16.0rc4-py3-none-any.whl ./dist/dbt-0.16.0rc4-py3-none-any.whl ./dist/dbt_bigquery-0.16.0rc4-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-CMD ['dbt', 'run']

docker/Dockerfile.0.16.1rc1

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common make build-essential                     ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.16.1rc1.txt ./requirements.0.16.1rc1.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.16.1rc1.txt
-RUN pip install ./dist/dbt-0.16.1rc1-py3-none-any.whl ./dist/dbt_redshift-0.16.1rc1-py3-none-any.whl ./dist/dbt_postgres-0.16.1rc1-py3-none-any.whl ./dist/dbt_core-0.16.1rc1-py3-none-any.whl ./dist/dbt_snowflake-0.16.1rc1-py3-none-any.whl ./dist/dbt_bigquery-0.16.1rc1-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-CMD ['dbt', 'run']

docker/Dockerfile.0.17.0b1

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common make build-essential                     ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.17.0b1.txt ./requirements.0.17.0b1.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.17.0b1.txt
-RUN pip install ./dist/dbt_bigquery-0.17.0b1-py3-none-any.whl ./dist/dbt_redshift-0.17.0b1-py3-none-any.whl ./dist/dbt_snowflake-0.17.0b1-py3-none-any.whl ./dist/dbt_postgres-0.17.0b1-py3-none-any.whl ./dist/dbt_core-0.17.0b1-py3-none-any.whl ./dist/dbt-0.17.0b1-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-CMD ['dbt', 'run']

docker/Dockerfile.0.17.0rc1

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common make build-essential                     ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.17.0rc1.txt ./requirements.0.17.0rc1.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.17.0rc1.txt
-RUN pip install ./dist/dbt_bigquery-0.17.0rc1-py3-none-any.whl ./dist/dbt_redshift-0.17.0rc1-py3-none-any.whl ./dist/dbt-0.17.0rc1-py3-none-any.whl ./dist/dbt_postgres-0.17.0rc1-py3-none-any.whl ./dist/dbt_core-0.17.0rc1-py3-none-any.whl ./dist/dbt_snowflake-0.17.0rc1-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-CMD ['dbt', 'run']

docker/Dockerfile.0.17.0rc2

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common make build-essential                     ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.17.0rc2.txt ./requirements.0.17.0rc2.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.17.0rc2.txt
-RUN pip install ./dist/dbt_core-0.17.0rc2-py3-none-any.whl ./dist/dbt_snowflake-0.17.0rc2-py3-none-any.whl ./dist/dbt_redshift-0.17.0rc2-py3-none-any.whl ./dist/dbt-0.17.0rc2-py3-none-any.whl ./dist/dbt_postgres-0.17.0rc2-py3-none-any.whl ./dist/dbt_bigquery-0.17.0rc2-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-ENTRYPOINT dbt

docker/Dockerfile.0.17.0rc3

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common make build-essential                     ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.17.0rc3.txt ./requirements.0.17.0rc3.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.17.0rc3.txt
-RUN pip install ./dist/dbt-0.17.0rc3-py3-none-any.whl ./dist/dbt_redshift-0.17.0rc3-py3-none-any.whl ./dist/dbt_postgres-0.17.0rc3-py3-none-any.whl ./dist/dbt_core-0.17.0rc3-py3-none-any.whl ./dist/dbt_snowflake-0.17.0rc3-py3-none-any.whl ./dist/dbt_bigquery-0.17.0rc3-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-ENTRYPOINT dbt

docker/Dockerfile.0.17.0rc4

@@ -1,20 +0,0 @@
-FROM python:3.8.1-slim-buster
-
-RUN apt-get update &&                 apt-get dist-upgrade -y &&                 apt-get install -y  --no-install-recommends                     git software-properties-common make build-essential                     ca-certificates libpq-dev &&                 apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-COPY docker/requirements/requirements.0.17.0rc4.txt ./requirements.0.17.0rc4.txt
-COPY dist ./dist
-RUN pip install --upgrade pip setuptools
-RUN pip install --requirement ./requirements.0.17.0rc4.txt
-RUN pip install ./dist/dbt_bigquery-0.17.0rc4-py3-none-any.whl ./dist/dbt_snowflake-0.17.0rc4-py3-none-any.whl ./dist/dbt_core-0.17.0rc4-py3-none-any.whl ./dist/dbt_postgres-0.17.0rc4-py3-none-any.whl ./dist/dbt-0.17.0rc4-py3-none-any.whl ./dist/dbt_redshift-0.17.0rc4-py3-none-any.whl
-
-RUN useradd -mU dbt_user
-
-ENV PYTHONIOENCODING=utf-8
-ENV LANG C.UTF-8
-
-WORKDIR /usr/app
-VOLUME /usr/app
-
-USER dbt_user
-ENTRYPOINT dbt

docker/requirements/requirements.0.19.0.txt

@@ -0,0 +1,71 @@
+agate==1.6.1
+asn1crypto==1.4.0
+attrs==20.3.0
+azure-common==1.1.26
+azure-core==1.10.0
+azure-storage-blob==12.7.1
+Babel==2.9.0
+boto3==1.15.18
+botocore==1.18.18
+cachetools==4.2.1
+certifi==2020.12.5
+cffi==1.14.4
+chardet==3.0.4
+colorama==0.4.3
+cryptography==3.3.1
+decorator==4.4.2
+google-api-core==1.23.0
+google-auth==1.24.0
+google-cloud-bigquery==2.3.1
+google-cloud-core==1.4.4
+google-crc32c==1.1.2
+google-resumable-media==1.2.0
+googleapis-common-protos==1.52.0
+grpcio==1.35.0
+hologram==0.0.12
+idna==2.9
+importlib-metadata==3.4.0
+isodate==0.6.0
+jeepney==0.6.0
+Jinja2==2.11.2
+jmespath==0.10.0
+json-rpc==1.13.0
+jsonschema==3.1.1
+keyring==21.8.0
+leather==0.3.3
+Logbook==1.5.3
+MarkupSafe==1.1.1
+minimal-snowplow-tracker==0.0.2
+msrest==0.6.21
+networkx==2.5
+oauthlib==3.1.0
+oscrypto==1.2.1
+parsedatetime==2.6
+proto-plus==1.13.0
+protobuf==3.14.0
+psycopg2-binary==2.8.6
+pyasn1==0.4.8
+pyasn1-modules==0.2.8
+pycparser==2.20
+pycryptodomex==3.9.9
+PyJWT==1.7.1
+pyOpenSSL==20.0.1
+pyrsistent==0.17.3
+python-dateutil==2.8.1
+python-slugify==4.0.1
+pytimeparse==1.1.8
+pytz==2020.5
+PyYAML==5.4.1
+requests==2.23.0
+requests-oauthlib==1.3.0
+rsa==4.7
+s3transfer==0.3.4
+SecretStorage==3.3.0
+six==1.15.0
+snowflake-connector-python==2.3.6
+sqlparse==0.3.1
+text-unidecode==1.3
+typing-extensions==3.7.4.3
+urllib3==1.25.11
+Werkzeug==0.16.1
+zipp==3.4.0

docker/requirements/requirements.0.19.0rc3.txt

@@ -0,0 +1,71 @@
+agate==1.6.1
+asn1crypto==1.4.0
+attrs==20.3.0
+azure-common==1.1.26
+azure-core==1.10.0
+azure-storage-blob==12.7.1
+Babel==2.9.0
+boto3==1.15.18
+botocore==1.18.18
+cachetools==4.2.1
+certifi==2020.12.5
+cffi==1.14.4
+chardet==3.0.4
+colorama==0.4.3
+cryptography==3.3.1
+decorator==4.4.2
+google-api-core==1.23.0
+google-auth==1.24.0
+google-cloud-bigquery==2.3.1
+google-cloud-core==1.4.4
+google-crc32c==1.1.2
+google-resumable-media==1.2.0
+googleapis-common-protos==1.52.0
+grpcio==1.35.0
+hologram==0.0.12
+idna==2.9
+importlib-metadata==3.4.0
+isodate==0.6.0
+jeepney==0.6.0
+Jinja2==2.11.2
+jmespath==0.10.0
+json-rpc==1.13.0
+jsonschema==3.1.1
+keyring==21.8.0
+leather==0.3.3
+Logbook==1.5.3
+MarkupSafe==1.1.1
+minimal-snowplow-tracker==0.0.2
+msrest==0.6.21
+networkx==2.5
+oauthlib==3.1.0
+oscrypto==1.2.1
+parsedatetime==2.6
+proto-plus==1.13.0
+protobuf==3.14.0
+psycopg2-binary==2.8.6
+pyasn1==0.4.8
+pyasn1-modules==0.2.8
+pycparser==2.20
+pycryptodomex==3.9.9
+PyJWT==1.7.1
+pyOpenSSL==20.0.1
+pyrsistent==0.17.3
+python-dateutil==2.8.1
+python-slugify==4.0.1
+pytimeparse==1.1.8
+pytz==2020.5
+PyYAML==5.4.1
+requests==2.23.0
+requests-oauthlib==1.3.0
+rsa==4.7
+s3transfer==0.3.4
+SecretStorage==3.3.0
+six==1.15.0
+snowflake-connector-python==2.3.6
+sqlparse==0.3.1
+text-unidecode==1.3
+typing-extensions==3.7.4.3
+urllib3==1.25.11
+Werkzeug==0.16.1
+zipp==3.4.0

plugins/bigquery/dbt/adapters/bigquery/__version__.py

@@ -1 +1 @@
-version = '0.19.0rc2'
+version = '0.19.0'

plugins/bigquery/dbt/adapters/bigquery/connections.py

@@ -27,7 +27,7 @@ from dbt.adapters.base import BaseConnectionManager, Credentials
 from dbt.logger import GLOBAL_LOGGER as logger
 from dbt.version import __version__ as dbt_version
 
-from hologram.helpers import StrEnum
+from dbt.dataclass_schema import StrEnum
 
 
 BQ_QUERY_JOB_SPLIT = '-----Query Job SQL Follows-----'

plugins/bigquery/dbt/adapters/bigquery/impl.py

@@ -1,6 +1,6 @@
 from dataclasses import dataclass
 from typing import Dict, List, Optional, Any, Set, Union
-from hologram import JsonSchemaMixin, ValidationError
+from dbt.dataclass_schema import dbtClassMixin, ValidationError
 
 import dbt.deprecations
 import dbt.exceptions
@@ -47,7 +47,7 @@ def sql_escape(string):
 
 
 @dataclass
-class PartitionConfig(JsonSchemaMixin):
+class PartitionConfig(dbtClassMixin):
     field: str
     data_type: str = 'date'
     granularity: str = 'day'
@@ -69,6 +69,7 @@ class PartitionConfig(JsonSchemaMixin):
         if raw_partition_by is None:
             return None
         try:
+            cls.validate(raw_partition_by)
             return cls.from_dict(raw_partition_by)
         except ValidationError as exc:
             msg = dbt.exceptions.validator_error_message(exc)
@@ -84,7 +85,7 @@ class PartitionConfig(JsonSchemaMixin):
 
 
 @dataclass
-class GrantTarget(JsonSchemaMixin):
+class GrantTarget(dbtClassMixin):
     dataset: str
     project: str
 
@@ -111,6 +112,8 @@ class BigqueryConfig(AdapterConfig):
     partitions: Optional[List[str]] = None
     grant_access_to: Optional[List[Dict[str, str]]] = None
     hours_to_expiration: Optional[int] = None
+    require_partition_filter: Optional[bool] = None
+    partition_expiration_days: Optional[int] = None
 
 
 class BigQueryAdapter(BaseAdapter):
@@ -788,6 +791,14 @@ class BigQueryAdapter(BaseAdapter):
             labels = config.get('labels', {})
             opts['labels'] = list(labels.items())
 
+        if config.get('require_partition_filter'):
+            opts['require_partition_filter'] = config.get(
+                'require_partition_filter')
+
+        if config.get('partition_expiration_days') is not None:
+            opts['partition_expiration_days'] = config.get(
+                'partition_expiration_days')
+
         return opts
 
     @available.parse_none
@@ -798,6 +809,7 @@ class BigQueryAdapter(BaseAdapter):
         conn = self.connections.get_thread_connection()
         client = conn.handle
 
+        GrantTarget.validate(grant_target_dict)
         grant_target = GrantTarget.from_dict(grant_target_dict)
         dataset = client.get_dataset(
             self.connections.dataset_from_id(grant_target.render())