fmt

Performance Regression Testing: Add timestamps to results and make filenames unique.

.bumpversion.cfg

@@ -1,23 +1,27 @@
 [bumpversion]
-current_version = 0.19.0
+current_version = 0.21.0b2
 parse = (?P<major>\d+)
 	\.(?P<minor>\d+)
 	\.(?P<patch>\d+)
-	((?P<prerelease>[a-z]+)(?P<num>\d+))?
+	((?P<prekind>a|b|rc)
+	(?P<pre>\d+)  # pre-release version num
+	)?
 serialize = 
-	{major}.{minor}.{patch}{prerelease}{num}
+	{major}.{minor}.{patch}{prekind}{pre}
 	{major}.{minor}.{patch}
 commit = False
 tag = False
 
-[bumpversion:part:prerelease]
+[bumpversion:part:prekind]
 first_value = a
+optional_value = final
 values = 
 	a
 	b
 	rc
+	final
 
-[bumpversion:part:num]
+[bumpversion:part:pre]
 first_value = 1
 
 [bumpversion:file:setup.py]
@@ -26,6 +30,8 @@ first_value = 1
 
 [bumpversion:file:core/dbt/version.py]
 
+[bumpversion:file:core/scripts/create_adapter_plugins.py]
+
 [bumpversion:file:plugins/postgres/setup.py]
 
 [bumpversion:file:plugins/redshift/setup.py]

.circleci/config.yml

@@ -1,218 +0,0 @@
-version: 2.1
-jobs:
-  unit:
-    docker: &test_only
-      - image: fishtownanalytics/test-container:9
-        environment:
-          DBT_INVOCATION_ENV: circle
-    steps:
-      - checkout
-      - run: tox -e flake8,mypy,unit-py36,unit-py38
-  build-wheels:
-    docker: *test_only
-    steps:
-      - checkout
-      - run:
-          name: Build wheels
-          command: |
-            python3.8 -m venv "${PYTHON_ENV}"
-            export PYTHON_BIN="${PYTHON_ENV}/bin/python"
-            $PYTHON_BIN -m pip install -U pip setuptools
-            $PYTHON_BIN -m pip install -r requirements.txt
-            $PYTHON_BIN -m pip install -r dev_requirements.txt
-            /bin/bash ./scripts/build-wheels.sh
-            $PYTHON_BIN ./scripts/collect-dbt-contexts.py > ./dist/context_metadata.json
-            $PYTHON_BIN ./scripts/collect-artifact-schema.py > ./dist/artifact_schemas.json
-          environment:
-            PYTHON_ENV: /home/tox/build_venv/
-      - store_artifacts:
-          path: ./dist
-          destination: dist
-  integration-postgres-py36:
-    docker: &test_and_postgres
-      - image: fishtownanalytics/test-container:9
-        environment:
-          DBT_INVOCATION_ENV: circle
-      - image: postgres
-        name: database
-        environment: &pgenv
-          POSTGRES_USER: "root"
-          POSTGRES_PASSWORD: "password"
-          POSTGRES_DB: "dbt"
-    steps:
-      - checkout
-      - run: &setupdb
-          name: Setup postgres
-          command: bash test/setup_db.sh
-          environment:
-            PGHOST: database
-            PGUSER: root
-            PGPASSWORD: password
-            PGDATABASE: postgres
-      - run:
-          name: Run tests
-          command: tox -e integration-postgres-py36
-      - store_artifacts:
-          path: ./logs
-  integration-snowflake-py36:
-    docker: *test_only
-    steps:
-      - checkout
-      - run:
-          name: Run tests
-          command: tox -e integration-snowflake-py36
-          no_output_timeout: 1h
-      - store_artifacts:
-          path: ./logs
-  integration-redshift-py36:
-    docker: *test_only
-    steps:
-      - checkout
-      - run:
-          name: Run tests
-          command: tox -e integration-redshift-py36
-      - store_artifacts:
-          path: ./logs
-  integration-bigquery-py36:
-    docker: *test_only
-    steps:
-      - checkout
-      - run:
-          name: Run tests
-          command: tox -e integration-bigquery-py36
-      - store_artifacts:
-          path: ./logs
-  integration-postgres-py38:
-    docker: *test_and_postgres
-    steps:
-      - checkout
-      - run: *setupdb
-      - run:
-          name: Run tests
-          command: tox -e integration-postgres-py38
-      - store_artifacts:
-          path: ./logs
-  integration-snowflake-py38:
-    docker: *test_only
-    steps:
-      - checkout
-      - run:
-          name: Run tests
-          command: tox -e integration-snowflake-py38
-          no_output_timeout: 1h
-      - store_artifacts:
-          path: ./logs
-  integration-redshift-py38:
-    docker: *test_only
-    steps:
-      - checkout
-      - run:
-          name: Run tests
-          command: tox -e integration-redshift-py38
-      - store_artifacts:
-          path: ./logs
-  integration-bigquery-py38:
-    docker: *test_only
-    steps:
-      - checkout
-      - run:
-          name: Run tests
-          command: tox -e integration-bigquery-py38
-      - store_artifacts:
-          path: ./logs
-
-  integration-postgres-py39:
-    docker: *test_and_postgres
-    steps:
-      - checkout
-      - run: *setupdb
-      - run:
-          name: Run tests
-          command: tox -e integration-postgres-py39
-      - store_artifacts:
-          path: ./logs
-  integration-snowflake-py39:
-    docker: *test_only
-    steps:
-      - checkout
-      - run:
-          name: Run tests
-          command: tox -e integration-snowflake-py39
-          no_output_timeout: 1h
-      - store_artifacts:
-          path: ./logs
-  integration-redshift-py39:
-    docker: *test_only
-    steps:
-      - checkout
-      - run:
-          name: Run tests
-          command: tox -e integration-redshift-py39
-      - store_artifacts:
-          path: ./logs
-  integration-bigquery-py39:
-    docker: *test_only
-    steps:
-      - checkout
-      - run:
-          name: Run tests
-          command: tox -e integration-bigquery-py39
-      - store_artifacts:
-          path: ./logs
-
-workflows:
-  version: 2
-  test-everything:
-    jobs:
-      - unit
-      - integration-postgres-py36:
-          requires:
-            - unit
-      - integration-redshift-py36:
-          requires:
-            - integration-postgres-py36
-      - integration-bigquery-py36:
-          requires:
-            - integration-postgres-py36
-      - integration-snowflake-py36:
-          requires:
-            - integration-postgres-py36
-      - integration-postgres-py38:
-          requires:
-            - unit
-      - integration-redshift-py38:
-          requires:
-            - integration-postgres-py38
-      - integration-bigquery-py38:
-          requires:
-            - integration-postgres-py38
-      - integration-snowflake-py38:
-          requires:
-            - integration-postgres-py38
-      - integration-postgres-py39:
-          requires:
-            - unit
-      - integration-redshift-py39:
-          requires:
-            - integration-postgres-py39
-      - integration-bigquery-py39:
-          requires:
-            - integration-postgres-py39
-      # - integration-snowflake-py39:
-      #     requires:
-      #       - integration-postgres-py39
-      - build-wheels:
-          requires:
-            - unit
-            - integration-postgres-py36
-            - integration-redshift-py36
-            - integration-bigquery-py36
-            - integration-snowflake-py36
-            - integration-postgres-py38
-            - integration-redshift-py38
-            - integration-bigquery-py38
-            - integration-snowflake-py38
-            - integration-postgres-py39
-            - integration-redshift-py39
-            - integration-bigquery-py39
-            # - integration-snowflake-py39

.github/ISSUE_TEMPLATE/beta-minor-version-release.md

@@ -0,0 +1,27 @@
+---
+name: Beta minor version release
+about: Creates a tracking checklist of items for a Beta minor version release
+title: "[Tracking] v#.##.#B# release "
+labels: 'release'
+assignees: ''
+
+---
+
+### Release Core
+- [ ] [Engineering] Follow [dbt-release workflow](https://www.notion.so/dbtlabs/Releasing-b97c5ea9a02949e79e81db3566bbc8ef#03ff37da697d4d8ba63d24fae1bfa817) 
+- [ ] [Engineering] Verify new release branch is created in the repo
+- [ ] [Product] Finalize migration guide (next.docs.getdbt.com)
+
+### Release Cloud
+- [ ] [Engineering] Create a platform issue to update dbt Cloud and verify it is completed. [Example issue](https://github.com/dbt-labs/dbt-cloud/issues/3481)
+- [ ] [Engineering] Determine if schemas have changed. If so, generate new schemas and push to schemas.getdbt.com
+
+### Announce
+- [ ] [Product] Announce in dbt Slack
+
+### Post-release
+- [ ] [Engineering] [Bump plugin versions](https://www.notion.so/dbtlabs/Releasing-b97c5ea9a02949e79e81db3566bbc8ef#f01854e8da3641179fbcbe505bdf515c) (dbt-spark + dbt-presto), add compatibility as needed
+   - [ ]  [Spark](https://github.com/dbt-labs/dbt-spark) 
+   - [ ]  [Presto](https://github.com/dbt-labs/dbt-presto)
+- [ ] [Engineering] Create a platform issue to update dbt-spark versions to dbt Cloud. [Example issue](https://github.com/dbt-labs/dbt-cloud/issues/3481)
+- [ ] [Engineering] Create an epic for the RC release

.github/ISSUE_TEMPLATE/final-minor-version-release.md

@@ -0,0 +1,28 @@
+---
+name: Final minor version release
+about: Creates a tracking checklist of items for a final minor version release
+title: "[Tracking] v#.##.# final release "
+labels: 'release'
+assignees: ''
+
+---
+
+### Release Core
+- [ ] [Engineering] Verify all necessary changes exist on the release branch
+- [ ] [Engineering] Follow [dbt-release workflow](https://www.notion.so/dbtlabs/Releasing-b97c5ea9a02949e79e81db3566bbc8ef#03ff37da697d4d8ba63d24fae1bfa817) 
+- [ ] [Product] Merge `next` into `current` for docs.getdbt.com
+
+### Release Cloud
+- [ ] [Engineering] Create a platform issue to update dbt Cloud and verify it is completed. [Example issue](https://github.com/dbt-labs/dbt-cloud/issues/3481)
+- [ ] [Engineering] Determine if schemas have changed. If so, generate new schemas and push to schemas.getdbt.com
+
+### Announce
+- [ ] [Product] Update discourse
+- [ ] [Product] Announce in dbt Slack
+
+### Post-release
+- [ ] [Engineering] [Bump plugin versions](https://www.notion.so/dbtlabs/Releasing-b97c5ea9a02949e79e81db3566bbc8ef#f01854e8da3641179fbcbe505bdf515c) (dbt-spark + dbt-presto), add compatibility as needed
+   - [ ]  [Spark](https://github.com/dbt-labs/dbt-spark) 
+   - [ ]  [Presto](https://github.com/dbt-labs/dbt-presto)
+- [ ] [Engineering] Create a platform issue to update dbt-spark versions to dbt Cloud. [Example issue](https://github.com/dbt-labs/dbt-cloud/issues/3481)
+- [ ] [Product] Release new version of dbt-utils with new dbt version compatibility. If there are breaking changes requiring a minor version, plan upgrades of other packages that depend on dbt-utils.

.github/ISSUE_TEMPLATE/rc-minor-version-release copy.md

@@ -0,0 +1,29 @@
+---
+name: RC minor version release
+about: Creates a tracking checklist of items for a RC minor version release
+title: "[Tracking] v#.##.#RC# release "
+labels: 'release'
+assignees: ''
+
+---
+
+### Release Core
+- [ ] [Engineering] Verify all necessary changes exist on the release branch
+- [ ] [Engineering] Follow [dbt-release workflow](https://www.notion.so/dbtlabs/Releasing-b97c5ea9a02949e79e81db3566bbc8ef#03ff37da697d4d8ba63d24fae1bfa817) 
+- [ ] [Product] Update migration guide (next.docs.getdbt.com)
+
+### Release Cloud
+- [ ] [Engineering] Create a platform issue to update dbt Cloud and verify it is completed. [Example issue](https://github.com/dbt-labs/dbt-cloud/issues/3481)
+- [ ] [Engineering] Determine if schemas have changed. If so, generate new schemas and push to schemas.getdbt.com
+
+### Announce
+- [ ] [Product] Publish discourse
+- [ ] [Product] Announce in dbt Slack
+
+### Post-release
+- [ ] [Engineering] [Bump plugin versions](https://www.notion.so/dbtlabs/Releasing-b97c5ea9a02949e79e81db3566bbc8ef#f01854e8da3641179fbcbe505bdf515c) (dbt-spark + dbt-presto), add compatibility as needed
+   - [ ]  [Spark](https://github.com/dbt-labs/dbt-spark) 
+   - [ ]  [Presto](https://github.com/dbt-labs/dbt-presto)
+- [ ] [Engineering] Create a platform issue to update dbt-spark versions to dbt Cloud. [Example issue](https://github.com/dbt-labs/dbt-cloud/issues/3481)
+- [ ] [Product] Release new version of dbt-utils with new dbt version compatibility. If there are breaking changes requiring a minor version, plan upgrades of other packages that depend on dbt-utils.
+- [ ] [Engineering] Create an epic for the final release

.github/actions/setup-postgres-linux/action.yml

@@ -0,0 +1,10 @@
+name: "Set up postgres (linux)"
+description: "Set up postgres service on linux vm for dbt integration tests"
+runs:
+  using: "composite"
+  steps:
+    - shell: bash
+      run: |
+        sudo systemctl start postgresql.service
+        pg_isready
+        sudo -u postgres bash ${{ github.action_path }}/setup_db.sh

.github/actions/setup-postgres-linux/setup_db.sh

@@ -0,0 +1 @@
+../../../test/setup_db.sh

.github/actions/setup-postgres-macos/action.yml

@@ -0,0 +1,24 @@
+name: "Set up postgres (macos)"
+description: "Set up postgres service on macos vm for dbt integration tests"
+runs:
+  using: "composite"
+  steps:
+    - shell: bash
+      run: |
+        brew services start postgresql
+        echo "Check PostgreSQL service is running"
+        i=10
+        COMMAND='pg_isready'
+        while [ $i -gt -1 ]; do
+            if [ $i == 0 ]; then
+                echo "PostgreSQL service not ready, all attempts exhausted"
+                exit 1
+            fi
+            echo "Check PostgreSQL service status"
+            eval $COMMAND && break
+            echo "PostgreSQL service not ready, wait 10 more sec, attempts left: $i"
+            sleep 10
+            ((i--))
+        done
+        createuser -s postgres
+        bash ${{ github.action_path }}/setup_db.sh

.github/actions/setup-postgres-macos/setup_db.sh

@@ -0,0 +1 @@
+../../../test/setup_db.sh

.github/actions/setup-postgres-windows/action.yml

@@ -0,0 +1,12 @@
+name: "Set up postgres (windows)"
+description: "Set up postgres service on windows vm for dbt integration tests"
+runs:
+  using: "composite"
+  steps:
+    - shell: pwsh
+      run: |
+        $pgService = Get-Service -Name postgresql*
+        Set-Service -InputObject $pgService -Status running -StartupType automatic
+        Start-Process -FilePath "$env:PGBIN\pg_isready" -Wait -PassThru
+        $env:Path += ";$env:PGBIN"
+        bash ${{ github.action_path }}/setup_db.sh

.github/actions/setup-postgres-windows/setup_db.sh

@@ -0,0 +1 @@
+../../../test/setup_db.sh

.github/dependabot.yml

@@ -0,0 +1,45 @@
+version: 2
+updates:
+  # python dependencies
+  - package-ecosystem: "pip"
+    directory: "/"
+    schedule:
+      interval: "daily"
+    rebase-strategy: "disabled"
+  - package-ecosystem: "pip"
+    directory: "/core"
+    schedule:
+      interval: "daily"
+    rebase-strategy: "disabled"
+  - package-ecosystem: "pip"
+    directory: "/plugins/bigquery"
+    schedule:
+      interval: "daily"
+    rebase-strategy: "disabled"
+  - package-ecosystem: "pip"
+    directory: "/plugins/postgres"
+    schedule:
+      interval: "daily"
+    rebase-strategy: "disabled"
+  - package-ecosystem: "pip"
+    directory: "/plugins/redshift"
+    schedule:
+      interval: "daily"
+    rebase-strategy: "disabled"
+  - package-ecosystem: "pip"
+    directory: "/plugins/snowflake"
+    schedule:
+      interval: "daily"
+    rebase-strategy: "disabled"
+
+  # docker dependencies
+  - package-ecosystem: "docker"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+    rebase-strategy: "disabled"
+  - package-ecosystem: "docker"
+    directory: "/docker"
+    schedule:
+      interval: "weekly"
+    rebase-strategy: "disabled"

.github/pull_request_template.md

@@ -9,14 +9,13 @@ resolves #
     resolves #1234
 -->
 
-
 ### Description
 
 <!--- Describe the Pull Request here -->
 
-
 ### Checklist
- - [ ] I have signed the [CLA](https://docs.getdbt.com/docs/contributor-license-agreements)
- - [ ] I have run this code in development and it appears to resolve the stated issue
- - [ ] This PR includes tests, or tests are not required/relevant for this PR
- - [ ] I have updated the `CHANGELOG.md` and added information about my change to the "dbt next" section.
+
+- [ ] I have signed the [CLA](https://docs.getdbt.com/docs/contributor-license-agreements)
+- [ ] I have run this code in development and it appears to resolve the stated issue
+- [ ] This PR includes tests, or tests are not required/relevant for this PR
+- [ ] I have updated the `CHANGELOG.md` and added information about my change to the "dbt next" section.

.github/scripts/integration-test-matrix.js

@@ -0,0 +1,95 @@
+module.exports = ({ context }) => {
+  const defaultPythonVersion = "3.8";
+  const supportedPythonVersions = ["3.6", "3.7", "3.8", "3.9"];
+  const supportedAdapters = ["snowflake", "postgres", "bigquery", "redshift"];
+
+  // if PR, generate matrix based on files changed and PR labels
+  if (context.eventName.includes("pull_request")) {
+    // `changes` is a list of adapter names that have related
+    // file changes in the PR
+    // ex: ['postgres', 'snowflake']
+    const changes = JSON.parse(process.env.CHANGES);
+    const labels = context.payload.pull_request.labels.map(({ name }) => name);
+    console.log("labels", labels);
+    console.log("changes", changes);
+    const testAllLabel = labels.includes("test all");
+    const include = [];
+
+    for (const adapter of supportedAdapters) {
+      if (
+        changes.includes(adapter) ||
+        testAllLabel ||
+        labels.includes(`test ${adapter}`)
+      ) {
+        for (const pythonVersion of supportedPythonVersions) {
+          if (
+            pythonVersion === defaultPythonVersion ||
+            labels.includes(`test python${pythonVersion}`) ||
+            testAllLabel
+          ) {
+            // always run tests on ubuntu by default
+            include.push({
+              os: "ubuntu-latest",
+              adapter,
+              "python-version": pythonVersion,
+            });
+
+            if (labels.includes("test windows") || testAllLabel) {
+              include.push({
+                os: "windows-latest",
+                adapter,
+                "python-version": pythonVersion,
+              });
+            }
+
+            if (labels.includes("test macos") || testAllLabel) {
+              include.push({
+                os: "macos-latest",
+                adapter,
+                "python-version": pythonVersion,
+              });
+            }
+          }
+        }
+      }
+    }
+
+    console.log("matrix", { include });
+
+    return {
+      include,
+    };
+  }
+  // if not PR, generate matrix of python version, adapter, and operating
+  // system to run integration tests on
+
+  const include = [];
+  // run for all adapters and python versions on ubuntu
+  for (const adapter of supportedAdapters) {
+    for (const pythonVersion of supportedPythonVersions) {
+      include.push({
+        os: 'ubuntu-latest',
+        adapter: adapter,
+        "python-version": pythonVersion,
+      });
+    }
+  }
+
+  // additionally include runs for all adapters, on macos and windows,
+  // but only for the default python version
+  for (const adapter of supportedAdapters) {
+    for (const operatingSystem of ["windows-latest", "macos-latest"]) {
+      include.push({
+        os: operatingSystem,
+        adapter: adapter,
+        "python-version": defaultPythonVersion,
+      });
+    }
+  }
+
+  console.log("matrix", { include });
+
+  return {
+    include,
+  };
+};

.github/workflows/integration.yml

@@ -0,0 +1,266 @@
+# **what?**
+# This workflow runs all integration tests for supported OS
+# and python versions and core adapters. If triggered by PR,
+# the workflow will only run tests for adapters related
+# to code changes. Use the `test all` and `test ${adapter}`
+# label to run all or additional tests. Use `ok to test`
+# label to mark PRs from forked repositories that are safe
+# to run integration tests for. Requires secrets to run
+# against different warehouses.
+
+# **why?**
+# This checks the functionality of dbt from a user's perspective
+# and attempts to catch functional regressions.
+
+# **when?**
+# This workflow will run on every push to a protected branch
+# and when manually triggered. It will also run for all PRs, including
+# PRs from forks. The workflow will be skipped until there is a label
+# to mark the PR as safe to run.
+
+name: Adapter Integration Tests
+
+on:
+  # pushes to release branches
+  push:
+    branches:
+      - "main"
+      - "develop"
+      - "*.latest"
+      - "releases/*"
+  # all PRs, important to note that `pull_request_target` workflows
+  # will run in the context of the target branch of a PR
+  pull_request_target:
+  # manual tigger
+  workflow_dispatch:
+
+# explicitly turn off permissions for `GITHUB_TOKEN`
+permissions: read-all
+
+# will cancel previous workflows triggered by the same event and for the same ref for PRs or same SHA otherwise
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event_name }}-${{ contains(github.event_name, 'pull_request') && github.event.pull_request.head.ref || github.sha }}
+  cancel-in-progress: true
+
+# sets default shell to bash, for all operating systems
+defaults:
+  run:
+    shell: bash
+
+jobs:
+  # generate test metadata about what files changed and the testing matrix to use
+  test-metadata:
+    # run if not a PR from a forked repository or has a label to mark as safe to test
+    if: >-
+      github.event_name != 'pull_request_target' ||
+      github.event.pull_request.head.repo.full_name == github.repository ||
+      contains(github.event.pull_request.labels.*.name, 'ok to test')
+
+    runs-on: ubuntu-latest
+
+    outputs:
+      matrix: ${{ steps.generate-matrix.outputs.result }}
+
+    steps:
+      - name: Check out the repository (non-PR)
+        if: github.event_name != 'pull_request_target'
+        uses: actions/checkout@v2
+        with:
+          persist-credentials: false
+
+      - name: Check out the repository (PR)
+        if: github.event_name == 'pull_request_target'
+        uses: actions/checkout@v2
+        with:
+          persist-credentials: false
+          ref: ${{ github.event.pull_request.head.sha }}
+
+      - name: Check if relevant files changed
+        # https://github.com/marketplace/actions/paths-changes-filter
+        # For each filter, it sets output variable named by the filter to the text:
+        #  'true' - if any of changed files matches any of filter rules
+        #  'false' - if none of changed files matches any of filter rules
+        # also, returns:
+        #  `changes` - JSON array with names of all filters matching any of the changed files
+        uses: dorny/paths-filter@v2
+        id: get-changes
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          filters: |
+            postgres:
+              - 'core/**'
+              - 'plugins/postgres/**'
+              - 'dev-requirements.txt'
+            snowflake:
+              - 'core/**'
+              - 'plugins/snowflake/**'
+            bigquery:
+              - 'core/**'
+              - 'plugins/bigquery/**'
+            redshift:
+              - 'core/**'
+              - 'plugins/redshift/**'
+              - 'plugins/postgres/**'
+
+      - name: Generate integration test matrix
+        id: generate-matrix
+        uses: actions/github-script@v4
+        env:
+          CHANGES: ${{ steps.get-changes.outputs.changes }}
+        with:
+          script: |
+            const script = require('./.github/scripts/integration-test-matrix.js')
+            const matrix = script({ context })
+            console.log(matrix)
+            return matrix
+
+  test:
+    name: ${{ matrix.adapter }} / python ${{ matrix.python-version }} / ${{ matrix.os }}
+
+    # run if not a PR from a forked repository or has a label to mark as safe to test
+    # also checks that the matrix generated is not empty
+    if: >-
+      needs.test-metadata.outputs.matrix &&
+      fromJSON( needs.test-metadata.outputs.matrix ).include[0] &&
+      (
+        github.event_name != 'pull_request_target' ||
+        github.event.pull_request.head.repo.full_name == github.repository ||
+        contains(github.event.pull_request.labels.*.name, 'ok to test')
+      )
+
+    runs-on: ${{ matrix.os }}
+
+    needs: test-metadata
+
+    strategy:
+      fail-fast: false
+      matrix: ${{ fromJSON(needs.test-metadata.outputs.matrix) }}
+
+    env:
+      TOXENV: integration-${{ matrix.adapter }}
+      PYTEST_ADDOPTS: "-v --color=yes -n4 --csv integration_results.csv"
+      DBT_INVOCATION_ENV: github-actions
+
+    steps:
+      - name: Check out the repository
+        if: github.event_name != 'pull_request_target'
+        uses: actions/checkout@v2
+        with:
+          persist-credentials: false
+
+      # explicity checkout the branch for the PR,
+      # this is necessary for the `pull_request_target` event
+      - name: Check out the repository (PR)
+        if: github.event_name == 'pull_request_target'
+        uses: actions/checkout@v2
+        with:
+          persist-credentials: false
+          ref: ${{ github.event.pull_request.head.sha }}
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Set up postgres (linux)
+        if: |
+          matrix.adapter == 'postgres' &&
+          runner.os == 'Linux'
+        uses: ./.github/actions/setup-postgres-linux
+
+      - name: Set up postgres (macos)
+        if: |
+          matrix.adapter == 'postgres' &&
+          runner.os == 'macOS'
+        uses: ./.github/actions/setup-postgres-macos
+
+      - name: Set up postgres (windows)
+        if: |
+          matrix.adapter == 'postgres' &&
+          runner.os == 'Windows'
+        uses: ./.github/actions/setup-postgres-windows
+
+      - name: Install python dependencies
+        run: |
+          pip install --upgrade pip
+          pip install tox
+          pip --version
+          tox --version
+
+      - name: Run tox (postgres)
+        if: matrix.adapter == 'postgres'
+        run: tox
+
+      - name: Run tox (redshift)
+        if: matrix.adapter == 'redshift'
+        env:
+          REDSHIFT_TEST_DBNAME: ${{ secrets.REDSHIFT_TEST_DBNAME }}
+          REDSHIFT_TEST_PASS: ${{ secrets.REDSHIFT_TEST_PASS }}
+          REDSHIFT_TEST_USER: ${{ secrets.REDSHIFT_TEST_USER }}
+          REDSHIFT_TEST_PORT: ${{ secrets.REDSHIFT_TEST_PORT }}
+          REDSHIFT_TEST_HOST: ${{ secrets.REDSHIFT_TEST_HOST }}
+        run: tox
+
+      - name: Run tox (snowflake)
+        if: matrix.adapter == 'snowflake'
+        env:
+          SNOWFLAKE_TEST_ACCOUNT: ${{ secrets.SNOWFLAKE_TEST_ACCOUNT }}
+          SNOWFLAKE_TEST_PASSWORD: ${{ secrets.SNOWFLAKE_TEST_PASSWORD }}
+          SNOWFLAKE_TEST_USER: ${{ secrets.SNOWFLAKE_TEST_USER }}
+          SNOWFLAKE_TEST_WAREHOUSE: ${{ secrets.SNOWFLAKE_TEST_WAREHOUSE }}
+          SNOWFLAKE_TEST_OAUTH_REFRESH_TOKEN: ${{ secrets.SNOWFLAKE_TEST_OAUTH_REFRESH_TOKEN }}
+          SNOWFLAKE_TEST_OAUTH_CLIENT_ID: ${{ secrets.SNOWFLAKE_TEST_OAUTH_CLIENT_ID }}
+          SNOWFLAKE_TEST_OAUTH_CLIENT_SECRET: ${{ secrets.SNOWFLAKE_TEST_OAUTH_CLIENT_SECRET }}
+          SNOWFLAKE_TEST_ALT_DATABASE: ${{ secrets.SNOWFLAKE_TEST_ALT_DATABASE }}
+          SNOWFLAKE_TEST_ALT_WAREHOUSE: ${{ secrets.SNOWFLAKE_TEST_ALT_WAREHOUSE }}
+          SNOWFLAKE_TEST_DATABASE: ${{ secrets.SNOWFLAKE_TEST_DATABASE }}
+          SNOWFLAKE_TEST_QUOTED_DATABASE: ${{ secrets.SNOWFLAKE_TEST_QUOTED_DATABASE }}
+          SNOWFLAKE_TEST_ROLE: ${{ secrets.SNOWFLAKE_TEST_ROLE }}
+        run: tox
+
+      - name: Run tox (bigquery)
+        if: matrix.adapter == 'bigquery'
+        env:
+          BIGQUERY_TEST_SERVICE_ACCOUNT_JSON: ${{ secrets.BIGQUERY_TEST_SERVICE_ACCOUNT_JSON }}
+          BIGQUERY_TEST_ALT_DATABASE: ${{ secrets.BIGQUERY_TEST_ALT_DATABASE }}
+        run: tox
+
+      - uses: actions/upload-artifact@v2
+        if: always()
+        with:
+          name: logs
+          path: ./logs
+
+      - name: Get current date
+        if: always()
+        id: date
+        run: echo "::set-output name=date::$(date +'%Y-%m-%dT%H_%M_%S')" #no colons allowed for artifacts
+
+      - uses: actions/upload-artifact@v2
+        if: always()
+        with:
+          name: integration_results_${{ matrix.python-version }}_${{ matrix.os }}_${{ matrix.adapter }}-${{ steps.date.outputs.date }}.csv
+          path: integration_results.csv
+
+  require-label-comment:
+    runs-on: ubuntu-latest
+
+    needs: test
+
+    permissions:
+      pull-requests: write
+
+    steps:
+      - name: Needs permission PR comment
+        if: >-
+          needs.test.result == 'skipped' &&
+          github.event_name == 'pull_request_target' &&
+          github.event.pull_request.head.repo.full_name != github.repository
+        uses: unsplash/comment-on-pr@master
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          msg: |
+            "You do not have permissions to run integration tests, @dbt-labs/core "\
+            "needs to label this PR with `ok to test` in order to run integration tests!"
+          check_for_duplicate_msg: true

.github/workflows/main.yml

@@ -0,0 +1,206 @@
+# **what?**
+# Runs code quality checks, unit tests, and verifies python build on
+# all code commited to the repository. This workflow should not
+# require any secrets since it runs for PRs from forked repos.
+# By default, secrets are not passed to workflows running from
+# a forked repo.
+
+# **why?**
+# Ensure code for dbt meets a certain quality standard.
+
+# **when?**
+# This will run for all PRs, when code is pushed to a release
+# branch, and when manually triggered.
+
+name: Tests and Code Checks
+
+on:
+  push:
+    branches:
+      - "main"
+      - "develop"
+      - "*.latest"
+      - "releases/*"
+  pull_request:
+  workflow_dispatch:
+
+permissions: read-all
+
+# will cancel previous workflows triggered by the same event and for the same ref for PRs or same SHA otherwise
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event_name }}-${{ contains(github.event_name, 'pull_request') && github.event.pull_request.head.ref || github.sha }}
+  cancel-in-progress: true
+
+defaults:
+  run:
+    shell: bash
+
+jobs:
+  code-quality:
+    name: ${{ matrix.toxenv }}
+
+    runs-on: ubuntu-latest
+
+    strategy:
+      fail-fast: false
+      matrix:
+        toxenv: [flake8, mypy]
+
+    env:
+      TOXENV: ${{ matrix.toxenv }}
+      PYTEST_ADDOPTS: "-v --color=yes"
+
+    steps:
+      - name: Check out the repository
+        uses: actions/checkout@v2
+        with:
+          persist-credentials: false
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+
+      - name: Install python dependencies
+        run: |
+          pip install --upgrade pip
+          pip install tox
+          pip --version
+          tox --version
+
+      - name: Run tox
+        run: tox
+
+  unit:
+    name: unit test / python ${{ matrix.python-version }}
+
+    runs-on: ubuntu-latest
+
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: [3.6, 3.7, 3.8] # TODO: support unit testing for python 3.9 (https://github.com/dbt-labs/dbt/issues/3689)
+
+    env:
+      TOXENV: "unit"
+      PYTEST_ADDOPTS: "-v --color=yes --csv unit_results.csv"
+
+    steps:
+      - name: Check out the repository
+        uses: actions/checkout@v2
+        with:
+          persist-credentials: false
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install python dependencies
+        run: |
+          pip install --upgrade pip
+          pip install tox
+          pip --version
+          tox --version
+
+      - name: Run tox
+        run: tox
+
+      - name: Get current date
+        if: always()
+        id: date
+        run: echo "::set-output name=date::$(date +'%Y-%m-%dT%H_%M_%S')" #no colons allowed for artifacts
+
+      - uses: actions/upload-artifact@v2
+        if: always()
+        with:
+          name: unit_results_${{ matrix.python-version }}-${{ steps.date.outputs.date }}.csv
+          path: unit_results.csv
+
+  build:
+    name: build packages
+
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Check out the repository
+        uses: actions/checkout@v2
+        with:
+          persist-credentials: false
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.8
+
+      - name: Install python dependencies
+        run: |
+          pip install --upgrade pip
+          pip install --upgrade setuptools wheel twine check-wheel-contents
+          pip --version
+
+      - name: Build distributions
+        run: ./scripts/build-dist.sh
+
+      - name: Show distributions
+        run: ls -lh dist/
+
+      - name: Check distribution descriptions
+        run: |
+          twine check dist/*
+
+      - name: Check wheel contents
+        run: |
+          check-wheel-contents dist/*.whl --ignore W007,W008
+
+      - uses: actions/upload-artifact@v2
+        with:
+          name: dist
+          path: dist/
+
+  test-build:
+    name: verify packages / python ${{ matrix.python-version }} / ${{ matrix.os }}
+
+    needs: build
+
+    runs-on: ${{ matrix.os }}
+
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest, macos-latest, windows-latest]
+        python-version: [3.6, 3.7, 3.8, 3.9]
+
+    steps:
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install python dependencies
+        run: |
+          pip install --upgrade pip
+          pip install --upgrade wheel
+          pip --version
+
+      - uses: actions/download-artifact@v2
+        with:
+          name: dist
+          path: dist/
+
+      - name: Show distributions
+        run: ls -lh dist/
+
+      - name: Install wheel distributions
+        run: |
+          find ./dist/*.whl -maxdepth 1 -type f | xargs pip install --force-reinstall --find-links=dist/
+
+      - name: Check wheel distributions
+        run: |
+          dbt --version
+
+      - name: Install source distributions
+        run: |
+          find ./dist/*.gz -maxdepth 1 -type f | xargs pip install --force-reinstall --find-links=dist/
+
+      - name: Check source distributions
+        run: |
+          dbt --version

.github/workflows/performance.yml

@@ -0,0 +1,176 @@
+name: Performance Regression Tests
+# Schedule triggers
+on:
+  # runs twice a day at 10:05am and 10:05pm
+  schedule:
+    - cron: "5 10,22 * * *"
+  # Allows you to run this workflow manually from the Actions tab
+  workflow_dispatch:
+
+jobs:
+  # checks fmt of runner code
+  # purposefully not a dependency of any other job
+  # will block merging, but not prevent developing
+  fmt:
+    name: Cargo fmt
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions-rs/toolchain@v1
+        with:
+          profile: minimal
+          toolchain: stable
+          override: true
+      - run: rustup component add rustfmt
+      - uses: actions-rs/cargo@v1
+        with:
+          command: fmt
+          args: --manifest-path performance/runner/Cargo.toml --all -- --check
+
+  # runs any tests associated with the runner
+  # these tests make sure the runner logic is correct
+  test-runner:
+    name: Test Runner
+    runs-on: ubuntu-latest
+    env:
+      # turns errors into warnings
+      RUSTFLAGS: "-D warnings"
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions-rs/toolchain@v1
+        with:
+          profile: minimal
+          toolchain: stable
+          override: true
+      - uses: actions-rs/cargo@v1
+        with:
+          command: test
+          args: --manifest-path performance/runner/Cargo.toml
+
+  # build an optimized binary to be used as the runner in later steps
+  build-runner:
+    needs: [test-runner]
+    name: Build Runner
+    runs-on: ubuntu-latest
+    env:
+      RUSTFLAGS: "-D warnings"
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions-rs/toolchain@v1
+        with:
+          profile: minimal
+          toolchain: stable
+          override: true
+      - uses: actions-rs/cargo@v1
+        with:
+          command: build
+          args: --release --manifest-path performance/runner/Cargo.toml
+      - uses: actions/upload-artifact@v2
+        with:
+          name: runner
+          path: performance/runner/target/release/runner
+
+  # run the performance measurements on the current or default branch
+  measure-dev:
+    needs: [build-runner]
+    name: Measure Dev Branch
+    runs-on: ubuntu-latest
+    steps:
+      - name: checkout dev
+        uses: actions/checkout@v2
+      - name: Setup Python
+        uses: actions/setup-python@v2.2.2
+        with:
+          python-version: "3.8"
+      - name: install dbt
+        run: pip install -r dev-requirements.txt -r editable-requirements.txt
+      - name: install hyperfine
+        run: wget https://github.com/sharkdp/hyperfine/releases/download/v1.11.0/hyperfine_1.11.0_amd64.deb && sudo dpkg -i hyperfine_1.11.0_amd64.deb
+      - uses: actions/download-artifact@v2
+        with:
+          name: runner
+      - name: change permissions
+        run: chmod +x ./runner
+      - name: run
+        run: ./runner measure -b dev -p ${{ github.workspace }}/performance/projects/
+      - uses: actions/upload-artifact@v2
+        with:
+          name: dev-results
+          path: performance/results/
+
+  # run the performance measurements on the release branch which we use
+  # as a performance baseline. This part takes by far the longest, so
+  # we do everything we can first so the job fails fast.
+  # -----
+  # we need to checkout dbt twice in this job: once for the baseline dbt
+  # version, and once to get the latest regression testing projects,
+  # metrics, and runner code from the develop or current branch so that
+  # the calculations match for both versions of dbt we are comparing.
+  measure-baseline:
+    needs: [build-runner]
+    name: Measure Baseline Branch
+    runs-on: ubuntu-latest
+    steps:
+      - name: checkout latest
+        uses: actions/checkout@v2
+        with:
+          ref: "0.20.latest"
+      - name: Setup Python
+        uses: actions/setup-python@v2.2.2
+        with:
+          python-version: "3.8"
+      - name: move repo up a level
+        run: mkdir ${{ github.workspace }}/../baseline/ && cp -r ${{ github.workspace }} ${{ github.workspace }}/../baseline
+      - name: "[debug] ls new dbt location"
+        run: ls ${{ github.workspace }}/../baseline/dbt/
+      # installation creates egg-links so we have to preserve source
+      - name: install dbt from new location
+        run: cd ${{ github.workspace }}/../baseline/dbt/ && pip install -r dev-requirements.txt -r editable-requirements.txt
+      # checkout the current branch to get all the target projects
+      # this deletes the old checked out code which is why we had to copy before
+      - name: checkout dev
+        uses: actions/checkout@v2
+      - name: install hyperfine
+        run: wget https://github.com/sharkdp/hyperfine/releases/download/v1.11.0/hyperfine_1.11.0_amd64.deb && sudo dpkg -i hyperfine_1.11.0_amd64.deb
+      - uses: actions/download-artifact@v2
+        with:
+          name: runner
+      - name: change permissions
+        run: chmod +x ./runner
+      - name: run runner
+        run: ./runner measure -b baseline -p ${{ github.workspace }}/performance/projects/
+      - uses: actions/upload-artifact@v2
+        with:
+          name: baseline-results
+          path: performance/results/
+
+  # detect regressions on the output generated from measuring
+  # the two branches. Exits with non-zero code if a regression is detected.
+  calculate-regressions:
+    needs: [measure-dev, measure-baseline]
+    name: Compare Results
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/download-artifact@v2
+        with:
+          name: dev-results
+      - uses: actions/download-artifact@v2
+        with:
+          name: baseline-results
+      - name: "[debug] ls result files"
+        run: ls
+      - uses: actions/download-artifact@v2
+        with:
+          name: runner
+      - name: change permissions
+        run: chmod +x ./runner
+      - name: make results directory
+        run: mkdir ./final-output/
+      - name: run calculation
+        run: ./runner calculate -r ./ -o ./final-output/
+        # always attempt to upload the results even if there were regressions found
+      - uses: actions/upload-artifact@v2
+        if: ${{ always() }}
+        with:
+          name: final-calculations
+          path: ./final-output/*

.gitignore

@@ -85,6 +85,7 @@ target/
 
 # pycharm
 .idea/
+venv/
 
 # AWS credentials
 .aws/

ARCHITECTURE.md

@@ -0,0 +1,49 @@
+The core function of dbt is SQL compilation and execution. Users create projects of dbt resources (models, tests, seeds, snapshots, ...), defined in SQL and YAML files, and they invoke dbt to create, update, or query associated views and tables. Today, dbt makes heavy use of Jinja2 to enable the templating of SQL, and to construct a DAG (Directed Acyclic Graph) from all of the resources in a project. Users can also extend their projects by installing resources (including Jinja macros) from other projects, called "packages." 
+
+## dbt-core
+
+Most of the python code in the repository is within the `core/dbt` directory. Currently the main subdirectories are:
+- [`adapters`](core/dbt/adapters): Define base classes for behavior that is likely to differ across databases
+- [`clients`](core/dbt/clients): Interface with dependencies (agate, jinja) or across operating systems
+- [`config`](core/dbt/config): Reconcile user-supplied configuration from connection profiles, project files, and Jinja macros
+- [`context`](core/dbt/context): Build and expose dbt-specific Jinja functionality
+- [`contracts`](core/dbt/contracts): Define Python objects (dataclasses) that dbt expects to create and validate
+- [`deps`](core/dbt/deps): Package installation and dependency resolution
+- [`graph`](core/dbt/graph): Produce a `networkx` DAG of project resources, and selecting those resources given user-supplied criteria
+- [`include`](core/dbt/include): The dbt "global project," which defines default implementations of Jinja2 macros
+- [`parser`](core/dbt/parser): Read project files, validate, construct python objects
+- [`rpc`](core/dbt/rpc): Provide remote procedure call server for invoking dbt, following JSON-RPC 2.0 spec
+- [`task`](core/dbt/task): Set forth the actions that dbt can perform when invoked
+
+### Invoking dbt
+
+There are two supported ways of invoking dbt: from the command line and using an RPC server.
+
+The "tasks" map to top-level dbt commands. So `dbt run` => task.run.RunTask, etc. Some are more like abstract base classes (GraphRunnableTask, for example) but all the concrete types outside of task/rpc should map to tasks. Currently one executes at a time. The tasks kick off their “Runners” and those do execute in parallel. The parallelism is managed via a thread pool, in GraphRunnableTask.
+
+core/dbt/include/index.html
+This is the docs website code. It comes from the dbt-docs repository, and is generated when a release is packaged.
+
+## Adapters
+
+dbt uses an adapter-plugin pattern to extend support to different databases, warehouses, query engines, etc. The four core adapters that are in the main repository, contained within the [`plugins`](plugins) subdirectory, are: Postgres Redshift, Snowflake and BigQuery. Other warehouses use adapter plugins defined in separate repositories (e.g. [dbt-spark](https://github.com/dbt-labs/dbt-spark), [dbt-presto](https://github.com/dbt-labs/dbt-presto)).
+
+Each adapter is a mix of python, Jinja2, and SQL. The adapter code also makes heavy use of Jinja2 to wrap modular chunks of SQL functionality, define default implementations, and allow plugins to override it. 
+
+Each adapter plugin is a standalone python package that includes:
+
+- `dbt/include/[name]`: A "sub-global" dbt project, of YAML and SQL files, that reimplements Jinja macros to use the adapter's supported SQL syntax
+- `dbt/adapters/[name]`: Python modules that inherit, and optionally reimplement, the base adapter classes defined in dbt-core
+- `setup.py`
+
+The Postgres adapter code is the most central, and many of its implementations are used as the default defined in the dbt-core global project. The greater the distance of a data technology from Postgres, the more its adapter plugin may need to reimplement.
+
+## Testing dbt
+
+The [`test/`](test/) subdirectory includes unit and integration tests that run as continuous integration checks against open pull requests. Unit tests check mock inputs and outputs of specific python functions. Integration tests perform end-to-end dbt invocations against real adapters (Postgres, Redshift, Snowflake, BigQuery) and assert that the results match expectations. See [the contributing guide](CONTRIBUTING.md) for a step-by-step walkthrough of setting up a local development and testing environment.
+
+## Everything else
+
+- [docker](docker/): All dbt versions are published as Docker images on DockerHub. This subfolder contains the `Dockerfile` (constant) and `requirements.txt` (one for each version).
+- [etc](etc/): Images for README
+- [scripts](scripts/): Helper scripts for testing, releasing, and producing JSON schemas. These are not included in distributions of dbt, not are they rigorously tested—they're just handy tools for the dbt maintainers :)

CONTRIBUTING.md

@@ -1,112 +1,117 @@
-# Contributing to dbt
+# Contributing to `dbt`
 
 1. [About this document](#about-this-document)
 2. [Proposing a change](#proposing-a-change)
 3. [Getting the code](#getting-the-code)
 4. [Setting up an environment](#setting-up-an-environment)
-5. [Running dbt in development](#running-dbt-in-development)
+5. [Running `dbt` in development](#running-dbt-in-development)
 6. [Testing](#testing)
 7. [Submitting a Pull Request](#submitting-a-pull-request)
 
 ## About this document
 
-This document is a guide intended for folks interested in contributing to dbt. Below, we document the process by which members of the community should create issues and submit pull requests (PRs) in this repository. It is not intended as a guide for using dbt, and it assumes a certain level of familiarity with Python concepts such as virtualenvs, `pip`, python modules, filesystems, and so on. This guide assumes you are using macOS or Linux and are comfortable with the command line.
+This document is a guide intended for folks interested in contributing to `dbt`. Below, we document the process by which members of the community should create issues and submit pull requests (PRs) in this repository. It is not intended as a guide for using `dbt`, and it assumes a certain level of familiarity with Python concepts such as virtualenvs, `pip`, python modules, filesystems, and so on. This guide assumes you are using macOS or Linux and are comfortable with the command line.
 
-If you're new to python development or contributing to open-source software, we encourage you to read this document from start to finish. If you get stuck, drop us a line in the #development channel on [slack](community.getdbt.com).
+If you're new to python development or contributing to open-source software, we encourage you to read this document from start to finish. If you get stuck, drop us a line in the `#dbt-core-development` channel on [slack](https://community.getdbt.com).
 
 ### Signing the CLA
 
-Please note that all contributors to dbt must sign the [Contributor License Agreement](https://docs.getdbt.com/docs/contributor-license-agreements) to have their Pull Request merged into the dbt codebase. If you are unable to sign the CLA, then the dbt maintainers will unfortunately be unable to merge your Pull Request. You are, however, welcome to open issues and comment on existing ones.
+Please note that all contributors to `dbt` must sign the [Contributor License Agreement](https://docs.getdbt.com/docs/contributor-license-agreements) to have their Pull Request merged into the `dbt` codebase. If you are unable to sign the CLA, then the `dbt` maintainers will unfortunately be unable to merge your Pull Request. You are, however, welcome to open issues and comment on existing ones.
 
 ## Proposing a change
 
-dbt is Apache 2.0-licensed open source software. dbt is what it is today because community members like you have opened issues, provided feedback, and contributed to the knowledge loop for the entire communtiy. Whether you are a seasoned open source contributor or a first-time committer, we welcome and encourage you to contribute code, documentation, ideas, or problem statements to this project.
+`dbt` is Apache 2.0-licensed open source software. `dbt` is what it is today because community members like you have opened issues, provided feedback, and contributed to the knowledge loop for the entire communtiy. Whether you are a seasoned open source contributor or a first-time committer, we welcome and encourage you to contribute code, documentation, ideas, or problem statements to this project.
 
 ### Defining the problem
 
-If you have an idea for a new feature or if you've discovered a bug in dbt, the first step is to open an issue. Please check the list of [open issues](https://github.com/fishtown-analytics/dbt/issues) before creating a new one. If you find a relevant issue, please add a comment to the open issue instead of creating a new one. There are hundreds of open issues in this repository and it can be hard to know where to look for a relevant open issue. **The dbt maintainers are always happy to point contributors in the right direction**, so please err on the side of documenting your idea in a new issue if you are unsure where a problem statement belongs.
+If you have an idea for a new feature or if you've discovered a bug in `dbt`, the first step is to open an issue. Please check the list of [open issues](https://github.com/dbt-labs/dbt/issues) before creating a new one. If you find a relevant issue, please add a comment to the open issue instead of creating a new one. There are hundreds of open issues in this repository and it can be hard to know where to look for a relevant open issue. **The `dbt` maintainers are always happy to point contributors in the right direction**, so please err on the side of documenting your idea in a new issue if you are unsure where a problem statement belongs.
 
-**Note:** All community-contributed Pull Requests _must_ be associated with an open issue. If you submit a Pull Request that does not pertain to an open issue, you will be asked to create an issue describing the problem before the Pull Request can be reviewed.
+> **Note:** All community-contributed Pull Requests _must_ be associated with an open issue. If you submit a Pull Request that does not pertain to an open issue, you will be asked to create an issue describing the problem before the Pull Request can be reviewed.
 
 ### Discussing the idea
 
-After you open an issue, a dbt maintainer will follow up by commenting on your issue (usually within 1-3 days) to explore your idea further and advise on how to implement the suggested changes. In many cases, community members will chime in with their own thoughts on the problem statement. If you as the issue creator are interested in submitting a Pull Request to address the issue, you should indicate this in the body of the issue. The dbt maintainers are _always_ happy to help contributors with the implementation of fixes and features, so please also indicate if there's anything you're unsure about or could use guidance around in the issue.
+After you open an issue, a `dbt` maintainer will follow up by commenting on your issue (usually within 1-3 days) to explore your idea further and advise on how to implement the suggested changes. In many cases, community members will chime in with their own thoughts on the problem statement. If you as the issue creator are interested in submitting a Pull Request to address the issue, you should indicate this in the body of the issue. The `dbt` maintainers are _always_ happy to help contributors with the implementation of fixes and features, so please also indicate if there's anything you're unsure about or could use guidance around in the issue.
 
 ### Submitting a change
 
-If an issue is appropriately well scoped and describes a beneficial change to the dbt codebase, then anyone may submit a Pull Request to implement the functionality described in the issue. See the sections below on how to do this.
+If an issue is appropriately well scoped and describes a beneficial change to the `dbt` codebase, then anyone may submit a Pull Request to implement the functionality described in the issue. See the sections below on how to do this.
 
-The dbt maintainers will add a `good first issue` label if an issue is suitable for a first-time contributor. This label often means that the required code change is small, limited to one database adapter, or a net-new addition that does not impact existing functionality. You can see the list of currently open issues on the [Contribute](https://github.com/fishtown-analytics/dbt/contribute) page.
+The `dbt` maintainers will add a `good first issue` label if an issue is suitable for a first-time contributor. This label often means that the required code change is small, limited to one database adapter, or a net-new addition that does not impact existing functionality. You can see the list of currently open issues on the [Contribute](https://github.com/dbt-labs/dbt/contribute) page.
 
 Here's a good workflow:
 - Comment on the open issue, expressing your interest in contributing the required code change
 - Outline your planned implementation. If you want help getting started, ask!
-- Follow the steps outlined below to develop locally. Once you have opened a PR, one of the dbt maintainers will work with you to review your code.
-- Add a test! Tests are crucial for both fixes and new features alike. We want to make sure that code works as intended, and that it avoids any bugs  previously encountered. Currently, the best resource for understanding dbt's [unit](test/unit) and [integration](test/integration) tests is the tests themselves. One of the maintainers can help by pointing out relevant examples.
+- Follow the steps outlined below to develop locally. Once you have opened a PR, one of the `dbt` maintainers will work with you to review your code.
+- Add a test! Tests are crucial for both fixes and new features alike. We want to make sure that code works as intended, and that it avoids any bugs  previously encountered. Currently, the best resource for understanding `dbt`'s [unit](test/unit) and [integration](test/integration) tests is the tests themselves. One of the maintainers can help by pointing out relevant examples.
 
-In some cases, the right resolution to an open issue might be tangential to the dbt codebase. The right path forward might be a documentation update or a change that can be made in user-space. In other cases, the issue might describe functionality that the dbt maintainers are unwilling or unable to incorporate into the dbt codebase. When it is determined that an open issue describes functionality that will not translate to a code change in the dbt repository, the issue will be tagged with the `wontfix` label (see below) and closed.
+In some cases, the right resolution to an open issue might be tangential to the `dbt` codebase. The right path forward might be a documentation update or a change that can be made in user-space. In other cases, the issue might describe functionality that the `dbt` maintainers are unwilling or unable to incorporate into the `dbt` codebase. When it is determined that an open issue describes functionality that will not translate to a code change in the `dbt` repository, the issue will be tagged with the `wontfix` label (see below) and closed.
 
 ### Using issue labels
 
-The dbt maintainers use labels to categorize open issues. Some labels indicate the databases impacted by the issue, while others describe the domain in the dbt codebase germane to the discussion. While most of these labels are self-explanatory (eg. `snowflake` or `bigquery`), there are others that are worth describing.
+The `dbt` maintainers use labels to categorize open issues. Some labels indicate the databases impacted by the issue, while others describe the domain in the `dbt` codebase germane to the discussion. While most of these labels are self-explanatory (eg. `snowflake` or `bigquery`), there are others that are worth describing.
 
 | tag | description |
 | --- | ----------- |
-| [triage](https://github.com/fishtown-analytics/dbt/labels/triage) | This is a new issue which has not yet been reviewed by a dbt maintainer. This label is removed when a maintainer reviews and responds to the issue. |
-| [bug](https://github.com/fishtown-analytics/dbt/labels/bug) | This issue represents a defect or regression in dbt |
-| [enhancement](https://github.com/fishtown-analytics/dbt/labels/enhancement) | This issue represents net-new functionality in dbt |
-| [good first issue](https://github.com/fishtown-analytics/dbt/labels/good%20first%20issue) | This issue does not require deep knowledge of the dbt codebase to implement. This issue is appropriate for a first-time contributor. |
-| [help wanted](https://github.com/fishtown-analytics/dbt/labels/help%20wanted) / [discussion](https://github.com/fishtown-analytics/dbt/labels/discussion) | Conversation around this issue in ongoing, and there isn't yet a clear path forward. Input from community members is most welcome. |
-| [duplicate](https://github.com/fishtown-analytics/dbt/issues/duplicate) | This issue is functionally identical to another open issue. The dbt maintainers will close this issue and encourage community members to focus conversation on the other one. |
-| [snoozed](https://github.com/fishtown-analytics/dbt/labels/snoozed) | This issue describes a good idea, but one which will probably not be addressed in a six-month time horizon. The dbt maintainers will revist these issues periodically and re-prioritize them accordingly. |
-| [stale](https://github.com/fishtown-analytics/dbt/labels/stale) | This is an old issue which has not recently been updated. Stale issues will periodically be closed by dbt maintainers, but they can be re-opened if the discussion is restarted. |
-| [wontfix](https://github.com/fishtown-analytics/dbt/labels/wontfix) | This issue does not require a code change in the dbt repository, or the maintainers are unwilling/unable to merge a Pull Request which implements the behavior described in the issue. |
+| [triage](https://github.com/dbt-labs/dbt/labels/triage) | This is a new issue which has not yet been reviewed by a `dbt` maintainer. This label is removed when a maintainer reviews and responds to the issue. |
+| [bug](https://github.com/dbt-labs/dbt/labels/bug) | This issue represents a defect or regression in `dbt` |
+| [enhancement](https://github.com/dbt-labs/dbt/labels/enhancement) | This issue represents net-new functionality in `dbt` |
+| [good first issue](https://github.com/dbt-labs/dbt/labels/good%20first%20issue) | This issue does not require deep knowledge of the `dbt` codebase to implement. This issue is appropriate for a first-time contributor. |
+| [help wanted](https://github.com/dbt-labs/dbt/labels/help%20wanted) / [discussion](https://github.com/dbt-labs/dbt/labels/discussion) | Conversation around this issue in ongoing, and there isn't yet a clear path forward. Input from community members is most welcome. |
+| [duplicate](https://github.com/dbt-labs/dbt/issues/duplicate) | This issue is functionally identical to another open issue. The `dbt` maintainers will close this issue and encourage community members to focus conversation on the other one. |
+| [snoozed](https://github.com/dbt-labs/dbt/labels/snoozed) | This issue describes a good idea, but one which will probably not be addressed in a six-month time horizon. The `dbt` maintainers will revist these issues periodically and re-prioritize them accordingly. |
+| [stale](https://github.com/dbt-labs/dbt/labels/stale) | This is an old issue which has not recently been updated. Stale issues will periodically be closed by `dbt` maintainers, but they can be re-opened if the discussion is restarted. |
+| [wontfix](https://github.com/dbt-labs/dbt/labels/wontfix) | This issue does not require a code change in the `dbt` repository, or the maintainers are unwilling/unable to merge a Pull Request which implements the behavior described in the issue. |
 
+#### Branching Strategy
+
+`dbt` has three types of branches:
+
+- **Trunks** are where active development of the next release takes place. There is one trunk named `develop` at the time of writing this, and will be the default branch of the repository.
+- **Release Branches** track a specific, not yet complete release of `dbt`. Each minor version release has a corresponding release branch. For example, the `0.11.x` series of releases has a branch called `0.11.latest`. This allows us to release new patch versions under `0.11` without necessarily needing to pull them into the latest version of `dbt`.
+- **Feature Branches** track individual features and fixes. On completion they should be merged into the trunk branch or a specific release branch.
 
 ## Getting the code
 
 ### Installing git
 
-You will need `git` in order to download and modify the dbt source code. On macOS, the best way to download git is to just install [Xcode](https://developer.apple.com/support/xcode/).
+You will need `git` in order to download and modify the `dbt` source code. On macOS, the best way to download git is to just install [Xcode](https://developer.apple.com/support/xcode/).
 
 ### External contributors
 
-If you are not a member of the `fishtown-analytics` GitHub organization, you can contribute to dbt by forking the dbt repository. For a detailed overview on forking, check out the [GitHub docs on forking](https://help.github.com/en/articles/fork-a-repo). In short, you will need to:
+If you are not a member of the `dbt-labs` GitHub organization, you can contribute to `dbt` by forking the `dbt` repository. For a detailed overview on forking, check out the [GitHub docs on forking](https://help.github.com/en/articles/fork-a-repo). In short, you will need to:
 
-1. fork the dbt repository
+1. fork the `dbt` repository
 2. clone your fork locally
 3. check out a new branch for your proposed changes
 4. push changes to your fork
-5. open a pull request against `fishtown-analytics/dbt` from your forked repository
+5. open a pull request against `dbt-labs/dbt` from your forked repository
 
 ### Core contributors
 
-If you are a member of the `fishtown-analytics` GitHub organization, you will have push access to the dbt repo. Rather than 
-forking dbt to make your changes, just clone the repository, check out a new branch, and push directly to that branch.
-
+If you are a member of the `dbt-labs` GitHub organization, you will have push access to the `dbt` repo. Rather than forking `dbt` to make your changes, just clone the repository, check out a new branch, and push directly to that branch.
 
 ## Setting up an environment
 
-There are some tools that will be helpful to you in developing locally. While this is the list relevant for dbt development, many of these tools are used commonly across open-source python projects.
+There are some tools that will be helpful to you in developing locally. While this is the list relevant for `dbt` development, many of these tools are used commonly across open-source python projects.
 
 ### Tools
 
-A short list of tools used in dbt testing that will be helpful to your understanding:
+A short list of tools used in `dbt` testing that will be helpful to your understanding:
 
-- [virtualenv](https://virtualenv.pypa.io/en/stable/) to manage dependencies
-- [tox](https://tox.readthedocs.io/en/latest/) to manage virtualenvs across python versions
-- [pytest](https://docs.pytest.org/en/latest/) to discover/run tests
-- [make](https://users.cs.duke.edu/~ola/courses/programming/Makefiles/Makefiles.html) - but don't worry too much, nobody _really_ understands how make works and our Makefile is super simple
-- [flake8](https://gitlab.com/pycqa/flake8) for code linting
+- [`tox`](https://tox.readthedocs.io/en/latest/) to manage virtualenvs across python versions. We currently target the latest patch releases for Python 3.6, Python 3.7, Python 3.8, and Python 3.9
+- [`pytest`](https://docs.pytest.org/en/latest/) to discover/run tests
+- [`make`](https://users.cs.duke.edu/~ola/courses/programming/Makefiles/Makefiles.html) - but don't worry too much, nobody _really_ understands how make works and our Makefile is super simple
+- [`flake8`](https://flake8.pycqa.org/en/latest/) for code linting
+- [`mypy`](https://mypy.readthedocs.io/en/stable/) for static type checking
 - [CircleCI](https://circleci.com/product/) and [Azure Pipelines](https://azure.microsoft.com/en-us/services/devops/pipelines/)
 
-A deep understanding of these tools in not required to effectively contribute to dbt, but we recommend checking out the attached documentation if you're interested in learning more about them.
+A deep understanding of these tools in not required to effectively contribute to `dbt`, but we recommend checking out the attached documentation if you're interested in learning more about them.
 
 #### virtual environments
 
-We strongly recommend using virtual environments when developing code in dbt. We recommend creating this virtualenv
-in the root of the dbt repository. To create a new virtualenv, run:
-```
+We strongly recommend using virtual environments when developing code in `dbt`. We recommend creating this virtualenv
+in the root of the `dbt` repository. To create a new virtualenv, run:
+```sh
 python3 -m venv env
 source env/bin/activate
 ```
@@ -115,30 +120,32 @@ This will create and activate a new Python virtual environment.
 
 #### docker and docker-compose
 
-Docker and docker-compose are both used in testing. For macOS, the easiest thing to do is to [download docker for mac](https://store.docker.com/editions/community/docker-ce-desktop-mac). You'll need to make an account. On Linux, you can use one of the packages [here](https://docs.docker.com/install/#server). We recommend installing from docker.com instead of from your package manager. On Linux you also have to install docker-compose separately, following [these instructions](https://docs.docker.com/compose/install/#install-compose).
+Docker and docker-compose are both used in testing. Specific instructions for you OS can be found [here](https://docs.docker.com/get-docker/).
 
 
 #### postgres (optional)
 
 For testing, and later in the examples in this document, you may want to have `psql` available so you can poke around in the database and see what happened. We recommend that you use [homebrew](https://brew.sh/) for that on macOS, and your package manager on Linux. You can install any version of the postgres client that you'd like. On macOS, with homebrew setup, you can run:
 
-```
+```sh
 brew install postgresql
 ```
 
-## Running dbt in development
+## Running `dbt` in development
 
 ### Installation
 
-First make sure that you set up your `virtualenv` as described in section _Setting up an environment_. Next, install dbt (and its dependencies) with:
+First make sure that you set up your `virtualenv` as described in [Setting up an environment](#setting-up-an-environment).  Also ensure you have the latest version of pip installed with `pip install --upgrade pip`. Next, install `dbt` (and its dependencies) with:
 
-```
-pip install -r editable_requirements.txt
+```sh
+make dev
+# or
+pip install -r dev-requirements.txt -r editable-requirements.txt
 ```
 
-When dbt is installed from source in this way, any changes you make to the dbt source code will be reflected immediately in your next `dbt` run.
+When `dbt` is installed this way, any changes you make to the `dbt` source code will be reflected immediately in your next `dbt` run.
 
-### Running dbt
+### Running `dbt`
 
 With your virtualenv activated, the `dbt` script should point back to the source code you've cloned on your machine. You can verify this by running `which dbt`. This command should show you a path to an executable in your virtualenv.
 
@@ -146,77 +153,81 @@ Configure your [profile](https://docs.getdbt.com/docs/configure-your-profile) as
 
 ## Testing
 
-Getting the dbt integration tests set up in your local environment will be very helpful as you start to make changes to your local version of dbt. The section that follows outlines some helpful tips for setting up the test environment.
+Getting the `dbt` integration tests set up in your local environment will be very helpful as you start to make changes to your local version of `dbt`. The section that follows outlines some helpful tips for setting up the test environment.
 
-### Running tests via Docker
+Since `dbt` works with a number of different databases, you will need to supply credentials for one or more of these databases in your test environment. Most organizations don't have access to each of a BigQuery, Redshift, Snowflake, and Postgres database, so it's likely that you will be unable to run every integration test locally. Fortunately, dbt Labs provides a CI environment with access to sandboxed Redshift, Snowflake, BigQuery, and Postgres databases. See the section on [_Submitting a Pull Request_](#submitting-a-pull-request) below for more information on this CI setup.
 
-dbt's unit and integration tests run in Docker. Because dbt works with a number of different databases, you will need to supply credentials for one or more of these databases in your test environment. Most organizations don't have access to each of a BigQuery, Redshift, Snowflake, and Postgres database, so it's likely that you will be unable to run every integration test locally. Fortunately, Fishtown Analytics provides a CI environment with access to sandboxed Redshift, Snowflake, BigQuery, and Postgres databases. See the section on [_Submitting a Pull Request_](#submitting-a-pull-request) below for more information on this CI setup.
+### Initial setup
 
+We recommend starting with `dbt`'s Postgres tests. These tests cover most of the functionality in `dbt`, are the fastest to run, and are the easiest to set up. To run the Postgres integration tests, you'll have to do one extra step of setting up the test database:
 
-### Specifying your test credentials
-
-dbt uses test credentials specified in a `test.env` file in the root of the repository. This `test.env` file is git-ignored, but please be _extra_ careful to never check in credentials or other sensitive information when developing against dbt. To create your `test.env` file, copy the provided sample file, then supply your relevant credentials:
-
-```
-cp test.env.sample test.env
-atom test.env # supply your credentials
-```
-
-We recommend starting with dbt's Postgres tests. These tests cover most of the functionality in dbt, are the fastest to run, and are the easiest to set up. dbt's test suite runs Postgres in a Docker container, so no setup should be required to run these tests.
-
-If you additionally want to test Snowflake, Bigquery, or Redshift, locally you'll need to get credentials and add them to the `test.env` file. In general, it's most important to have successful unit and Postgres tests. Once you open a PR, dbt will automatically run integration tests for the other three core database adapters. Of course, if you are a BigQuery user, contributing a BigQuery-only feature, it's important to run BigQuery tests as well.
-
-### Test commands
-
-dbt's unit tests and Python linter can be run with:
-
-```
-make test-unit
-```
-
-To run the Postgres + Python 3.6 integration tests, you'll have to do one extra step of setting up the test database:
-
+```sh
+make setup-db
 ```
+or, alternatively:
+```sh
 docker-compose up -d database
 PGHOST=localhost PGUSER=root PGPASSWORD=password PGDATABASE=postgres bash test/setup_db.sh
 ```
 
-To run a quick test for Python3 integration tests on Postgres, you can run:
+Note that you may need to run the previous command twice as it does not currently wait for the database to be running before attempting to run commands against it.  This will be fixed with [#3876](https://github.com/dbt-labs/dbt/issues/3876).
+
+`dbt` uses test credentials specified in a `test.env` file in the root of the repository for non-Postgres databases. This `test.env` file is git-ignored, but please be _extra_ careful to never check in credentials or other sensitive information when developing against `dbt`. To create your `test.env` file, copy the provided sample file, then supply your relevant credentials. This step is only required to use non-Postgres databases.
 
 ```
-make test-quick
+cp test.env.sample test.env
+$EDITOR test.env
 ```
 
-To run tests for a specific database, invoke `tox` directly with the required flags:
-```
-# Run Postgres py36 tests
-docker-compose run test tox -e integration-postgres-py36 -- -x
+> In general, it's most important to have successful unit and Postgres tests. Once you open a PR, `dbt` will automatically run integration tests for the other three core database adapters. Of course, if you are a BigQuery user, contributing a BigQuery-only feature, it's important to run BigQuery tests as well.
 
-# Run Snowflake py36 tests
-docker-compose run test tox -e integration-snowflake-py36 -- -x
+### Test commands
 
-# Run BigQuery py36 tests
-docker-compose run test tox -e integration-bigquery-py36 -- -x
+There are a few methods for running tests locally.
 
-# Run Redshift py36 tests
-docker-compose run test tox -e integration-redshift-py36 -- -x
-```
+#### Makefile
 
-To run a specific test by itself:
-```
-docker-compose run test tox -e explicit-py36 -- -s -x -m profile_{adapter} {path_to_test_file_or_folder}
-```
-E.g.
-```
-docker-compose run test tox -e explicit-py36 -- -s -x -m profile_snowflake test/integration/001_simple_copy_test
-```
+There are multiple targets in the Makefile to run common test suites and code
+checks, most notably:
 
-See the `Makefile` contents for more some other examples of ways to run `tox`.
+```sh
+# Runs unit tests with py38 and code checks in parallel.
+make test
+# Runs postgres integration tests with py38 in "fail fast" mode.
+make integration
+```
+> These make targets assume you have a recent version of [`tox`](https://tox.readthedocs.io/en/latest/) installed locally,
+> unless you use choose a Docker container to run tests. Run `make help` for more info.
 
+Check out the other targets in the Makefile to see other commonly used test
+suites.
+
+#### `tox`
+
+[`tox`](https://tox.readthedocs.io/en/latest/) takes care of managing virtualenvs and install dependencies in order to run
+tests. You can also run tests in parallel, for example, you can run unit tests
+for Python 3.6, Python 3.7, Python 3.8, `flake8` checks, and `mypy` checks in
+parallel with `tox -p`. Also, you can run unit tests for specific python versions
+with `tox -e py36`. The configuration for these tests in located in `tox.ini`.
+
+#### `pytest`
+
+Finally, you can also run a specific test or group of tests using [`pytest`](https://docs.pytest.org/en/latest/) directly. With a virtualenv
+active and dev dependencies installed you can do things like:
+```sh
+# run specific postgres integration tests
+python -m pytest -m profile_postgres test/integration/001_simple_copy_test
+# run all unit tests in a file
+python -m pytest test/unit/test_graph.py
+# run a specific unit test
+python -m pytest test/unit/test_graph.py::GraphTest::test__dependency_list
+```
+> [Here](https://docs.pytest.org/en/reorganize-docs/new-docs/user/commandlineuseful.html)
+> is a list of useful command-line options for `pytest` to use while developing.
 ## Submitting a Pull Request
 
-Fishtown Analytics provides a sandboxed Redshift, Snowflake, and BigQuery database for use in a CI environment. When pull requests are submitted to the `fishtown-analytics/dbt` repo, GitHub will trigger automated tests in CircleCI and Azure Pipelines.
+dbt Labs provides a sandboxed Redshift, Snowflake, and BigQuery database for use in a CI environment. When pull requests are submitted to the `dbt-labs/dbt` repo, GitHub will trigger automated tests in CircleCI and Azure Pipelines.
 
-A dbt maintainer will review your PR. They may suggest code revision for style or clarity, or request that you add unit or integration test(s). These are good things! We believe that, with a little bit of help, anyone can contribute high-quality code.
+A `dbt` maintainer will review your PR. They may suggest code revision for style or clarity, or request that you add unit or integration test(s). These are good things! We believe that, with a little bit of help, anyone can contribute high-quality code.
 
-Once all tests are passing and your PR has been approved, a dbt maintainer will merge your changes into the active development branch. And that's it! Happy developing :tada:
+Once all tests are passing and your PR has been approved, a `dbt` maintainer will merge your changes into the active development branch. And that's it! Happy developing :tada:

Dockerfile.test

@@ -1,8 +1,11 @@
-FROM ubuntu:18.04
+FROM ubuntu:20.04
 
 ENV DEBIAN_FRONTEND noninteractive
 
 RUN apt-get update \
+    && apt-get install -y --no-install-recommends \
+    software-properties-common \
+    && add-apt-repository ppa:git-core/ppa -y \
     && apt-get dist-upgrade -y \
     && apt-get install -y --no-install-recommends \
     netcat \
@@ -46,9 +49,7 @@ RUN curl -LO https://github.com/jwilder/dockerize/releases/download/$DOCKERIZE_V
     && tar -C /usr/local/bin -xzvf dockerize-linux-amd64-$DOCKERIZE_VERSION.tar.gz \
     && rm dockerize-linux-amd64-$DOCKERIZE_VERSION.tar.gz
 
-RUN pip3 install -U "tox==3.14.4" wheel "six>=1.14.0,<1.15.0" "virtualenv==20.0.3" setuptools
-# tox fails if the 'python' interpreter (python2) doesn't have `tox` installed
-RUN pip install -U "tox==3.14.4" "six>=1.14.0,<1.15.0" "virtualenv==20.0.3" setuptools
+RUN pip3 install -U tox wheel six setuptools
 
 # These args are passed in via docker-compose, which reads then from the .env file.
 # On Linux, run `make .env` to create the .env file for the current user.

License.md

@@ -186,7 +186,7 @@
       same "printed page" as the copyright notice for easier
       identification within third-party archives.
 
-   Copyright {yyyy} {name of copyright owner}
+   Copyright 2021 dbt Labs, Inc.
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.

Makefile

@@ -1,29 +1,81 @@
-.PHONY: install test test-unit test-integration
+.DEFAULT_GOAL:=help
 
-changed_tests := `git status --porcelain | grep '^\(M\| M\|A\| A\)' | awk '{ print $$2 }' | grep '\/test_[a-zA-Z_\-\.]\+.py'`
+# Optional flag to run target in a docker container.
+# (example `make test USE_DOCKER=true`)
+ifeq ($(USE_DOCKER),true)
+	DOCKER_CMD := docker-compose run --rm test
+endif
 
-install:
-	pip install -e .
+.PHONY: dev
+dev: ## Installs dbt-* packages in develop mode along with development dependencies.
+	pip install -r dev-requirements.txt -r editable-requirements.txt
 
-test: .env
-	@echo "Full test run starting..."
-	@time docker-compose run --rm test tox
+.PHONY: mypy
+mypy: .env ## Runs mypy for static type checking.
+	$(DOCKER_CMD) tox -e mypy
 
-test-unit: .env
-	@echo "Unit test run starting..."
-	@time docker-compose run --rm test tox -e unit-py36,flake8
+.PHONY: flake8
+flake8: .env ## Runs flake8 to enforce style guide.
+	$(DOCKER_CMD) tox -e flake8
 
-test-integration: .env
-	@echo "Integration test run starting..."
-	@time docker-compose run --rm test tox -e integration-postgres-py36,integration-redshift-py36,integration-snowflake-py36,integration-bigquery-py36
+.PHONY: lint
+lint: .env ## Runs all code checks in parallel.
+	$(DOCKER_CMD) tox -p -e flake8,mypy
 
-test-quick: .env
-	@echo "Integration test run starting..."
-	@time docker-compose run --rm test tox -e integration-postgres-py36 -- -x
+.PHONY: unit
+unit: .env ## Runs unit tests with py38.
+	$(DOCKER_CMD) tox -e py38
+
+.PHONY: test
+test: .env ## Runs unit tests with py38 and code checks in parallel.
+	$(DOCKER_CMD) tox -p -e py38,flake8,mypy
+
+.PHONY: integration
+integration: .env integration-postgres ## Alias for integration-postgres.
+
+.PHONY: integration-fail-fast
+integration-fail-fast: .env integration-postgres-fail-fast ## Alias for integration-postgres-fail-fast.
+
+.PHONY: integration-postgres
+integration-postgres: .env ## Runs postgres integration tests with py38.
+	$(DOCKER_CMD) tox -e py38-postgres -- -nauto
+
+.PHONY: integration-postgres-fail-fast
+integration-postgres-fail-fast: .env ## Runs postgres integration tests with py38 in "fail fast" mode.
+	$(DOCKER_CMD) tox -e py38-postgres -- -x -nauto
+
+.PHONY: integration-redshift
+integration-redshift: .env ## Runs redshift integration tests with py38.
+	$(DOCKER_CMD) tox -e py38-redshift -- -nauto
+
+.PHONY: integration-redshift-fail-fast
+integration-redshift-fail-fast: .env ## Runs redshift integration tests with py38 in "fail fast" mode.
+	$(DOCKER_CMD) tox -e py38-redshift -- -x -nauto
+
+.PHONY: integration-snowflake
+integration-snowflake: .env ## Runs snowflake integration tests with py38.
+	$(DOCKER_CMD) tox -e py38-snowflake -- -nauto
+
+.PHONY: integration-snowflake-fail-fast
+integration-snowflake-fail-fast: .env ## Runs snowflake integration tests with py38 in "fail fast" mode.
+	$(DOCKER_CMD) tox -e py38-snowflake -- -x -nauto
+
+.PHONY: integration-bigquery
+integration-bigquery: .env ## Runs bigquery integration tests with py38.
+	$(DOCKER_CMD) tox -e py38-bigquery -- -nauto
+
+.PHONY: integration-bigquery-fail-fast
+integration-bigquery-fail-fast: .env ## Runs bigquery integration tests with py38 in "fail fast" mode.
+	$(DOCKER_CMD) tox -e py38-bigquery -- -x -nauto
+
+.PHONY: setup-db
+setup-db: ## Setup Postgres database with docker-compose for system testing.
+	docker-compose up -d database
+	PGHOST=localhost PGUSER=root PGPASSWORD=password PGDATABASE=postgres bash test/setup_db.sh
 
 # This rule creates a file named .env that is used by docker-compose for passing
 # the USER_ID and GROUP_ID arguments to the Docker image.
-.env:
+.env: ## Setup step for using using docker-compose with make target.
 	@touch .env
 ifneq ($(OS),Windows_NT)
 ifneq ($(shell uname -s), Darwin)
@@ -31,9 +83,9 @@ ifneq ($(shell uname -s), Darwin)
 	@echo GROUP_ID=$(shell id -g) >> .env
 endif
 endif
-	@time docker-compose build
 
-clean:
+.PHONY: clean
+clean: ## Resets development environment.
 	rm -f .coverage
 	rm -rf .eggs/
 	rm -f .env
@@ -47,3 +99,14 @@ clean:
 	rm -rf target/
 	find . -type f -name '*.pyc' -delete
 	find . -type d -name '__pycache__' -depth -delete
+
+.PHONY: help
+help: ## Show this help message.
+	@echo 'usage: make [target] [USE_DOCKER=true]'
+	@echo
+	@echo 'targets:'
+	@grep -E '^[a-zA-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36m%-30s\033[0m %s\n", $$1, $$2}'
+	@echo
+	@echo 'options:'
+	@echo 'use USE_DOCKER=true to run target in a docker container'
+

README.md

@@ -1,28 +1,18 @@
 <p align="center">
-  <img src="/etc/dbt-logo-full.svg" alt="dbt logo" width="500"/>
+  <img src="https://raw.githubusercontent.com/dbt-labs/dbt/ec7dee39f793aa4f7dd3dae37282cc87664813e4/etc/dbt-logo-full.svg" alt="dbt logo" width="500"/>
 </p>
 <p align="center">
-  <a href="https://codeclimate.com/github/fishtown-analytics/dbt">
-    <img src="https://codeclimate.com/github/fishtown-analytics/dbt/badges/gpa.svg" alt="Code Climate"/>
+  <a href="https://github.com/dbt-labs/dbt/actions/workflows/main.yml">
+    <img src="https://github.com/dbt-labs/dbt/actions/workflows/main.yml/badge.svg?event=push" alt="Unit Tests Badge"/>
   </a>
-  <a href="https://circleci.com/gh/fishtown-analytics/dbt/tree/master">
-    <img src="https://circleci.com/gh/fishtown-analytics/dbt/tree/master.svg?style=svg"  alt="CircleCI" />
-  </a>
-  <a href="https://ci.appveyor.com/project/DrewBanin/dbt/branch/development">
-    <img src="https://ci.appveyor.com/api/projects/status/v01rwd3q91jnwp9m/branch/development?svg=true" alt="AppVeyor" />
-  </a>
-  <a href="https://community.getdbt.com">
-    <img src="https://community.getdbt.com/badge.svg" alt="Slack" />
+  <a href="https://github.com/dbt-labs/dbt/actions/workflows/integration.yml">
+    <img src="https://github.com/dbt-labs/dbt/actions/workflows/integration.yml/badge.svg?event=push" alt="Integration Tests Badge"/>
   </a>
 </p>
 
-**[dbt](https://www.getdbt.com/)** (data build tool) enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
+**[dbt](https://www.getdbt.com/)** enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
 
-dbt is the T in ELT. Organize, cleanse, denormalize, filter, rename, and pre-aggregate the raw data in your warehouse so that it's ready for analysis.
-
-![dbt architecture](https://github.com/fishtown-analytics/dbt/blob/master/etc/dbt-arch.png?raw=true)
-
-dbt can be used to [aggregate pageviews into sessions](https://github.com/fishtown-analytics/snowplow), calculate [ad spend ROI](https://github.com/fishtown-analytics/facebook-ads), or report on [email campaign performance](https://github.com/fishtown-analytics/mailchimp).
+![architecture](https://raw.githubusercontent.com/dbt-labs/dbt/6c6649f9129d5d108aa3b0526f634cd8f3a9d1ed/etc/dbt-arch.png)
 
 ## Understanding dbt
 
@@ -30,28 +20,22 @@ Analysts using dbt can transform their data by simply writing select statements,
 
 These select statements, or "models", form a dbt project. Models frequently build on top of one another – dbt makes it easy to [manage relationships](https://docs.getdbt.com/docs/ref) between models, and [visualize these relationships](https://docs.getdbt.com/docs/documentation), as well as assure the quality of your transformations through [testing](https://docs.getdbt.com/docs/testing).
 
-![dbt dag](https://github.com/fishtown-analytics/dbt/blob/master/etc/dbt-dag.png?raw=true)
+![dbt dag](https://raw.githubusercontent.com/dbt-labs/dbt/6c6649f9129d5d108aa3b0526f634cd8f3a9d1ed/etc/dbt-dag.png)
 
 ## Getting started
 
--   [Install dbt](https://docs.getdbt.com/docs/installation)
--   Read the [documentation](https://docs.getdbt.com/).
--   Productionize your dbt project with [dbt Cloud](https://www.getdbt.com)
+- [Install dbt](https://docs.getdbt.com/docs/installation)
+- Read the [introduction](https://docs.getdbt.com/docs/introduction/) and [viewpoint](https://docs.getdbt.com/docs/about/viewpoint/)
 
-## Find out more
+## Join the dbt Community
 
--   Check out the [Introduction to dbt](https://docs.getdbt.com/docs/introduction/).
--   Read the [dbt Viewpoint](https://docs.getdbt.com/docs/about/viewpoint/).
-
-## Join thousands of analysts in the dbt community
-
--   Join the [chat](http://community.getdbt.com/) on Slack.
--   Find community posts on [dbt Discourse](https://discourse.getdbt.com).
+- Be part of the conversation in the [dbt Community Slack](http://community.getdbt.com/)
+- Read more on the [dbt Community Discourse](https://discourse.getdbt.com)
 
 ## Reporting bugs and contributing code
 
--   Want to report a bug or request a feature? Let us know on [Slack](http://community.getdbt.com/), or open [an issue](https://github.com/fishtown-analytics/dbt/issues/new).
--   Want to help us build dbt? Check out the [Contributing Getting Started Guide](/CONTRIBUTING.md)
+- Want to report a bug or request a feature? Let us know on [Slack](http://community.getdbt.com/), or open [an issue](https://github.com/dbt-labs/dbt/issues/new)
+- Want to help us build dbt? Check out the [Contributing Guide](https://github.com/dbt-labs/dbt/blob/HEAD/CONTRIBUTING.md)
 
 ## Code of Conduct
 

RELEASE.md

@@ -1,92 +0,0 @@
-### Release Procedure :shipit:
-
-#### Branching Strategy
-
-dbt has three types of branches:
-
-- **Trunks** track the latest release of a minor version of dbt. Historically, we used the `master` branch as the trunk. Each minor version release has a corresponding trunk. For example, the `0.11.x` series of releases has a branch called `0.11.latest`. This allows us to release new patch versions under `0.11` without necessarily needing to pull them into the latest version of dbt.
-- **Release Branches** track a specific, not yet complete release of dbt. These releases are codenamed since we don't always know what their semantic version will be. Example: `dev/lucretia-mott` became `0.11.1`.
-- **Feature Branches** track individual features and fixes. On completion they should be merged into a release branch.
-
-#### Git & PyPI
-
-1. Update CHANGELOG.md with the most recent changes
-2. If this is a release candidate, you want to create it off of your release branch. If it's an actual release, you must first merge to a master branch. Open a Pull Request in Github to merge it into the appropriate trunk (`X.X.latest`)
-3. Bump the version using `bumpversion`:
-  - Dry run first by running `bumpversion --new-version <desired-version> <part>` and checking the diff. If it looks correct, clean up the chanages and move on:
-  - Alpha releases: `bumpversion --commit --no-tag --new-version 0.10.2a1 num`
-  - Patch releases: `bumpversion --commit --no-tag --new-version 0.10.2 patch`
-  - Minor releases: `bumpversion --commit --no-tag --new-version 0.11.0 minor`
-  - Major releases: `bumpversion --commit --no-tag --new-version 1.0.0 major`
-4. (If this is a not a release candidate) Merge to `x.x.latest` and (optionally) `master`.
-5. Update the default branch to the next dev release branch.
-6. Build source distributions for all packages by running `./scripts/build-sdists.sh`. Note that this will clean out your `dist/` folder, so if you have important stuff in there, don't run it!!!
-7. Deploy to pypi
-  - `twine upload dist/*`
-8. Deploy to homebrew (see below)
-9. Deploy to conda-forge (see below)
-10. Git release notes (points to changelog)
-11. Post to slack (point to changelog)
-
-After releasing a new version, it's important to merge the changes back into the other outstanding release branches. This avoids merge conflicts moving forward.
-
-In some cases, where the branches have diverged wildly, it's ok to skip this step. But this means that the changes you just released won't be included in future releases.
-
-#### Homebrew Release Process
-
-1. Clone the `homebrew-dbt` repository:
-
-```
-git clone git@github.com:fishtown-analytics/homebrew-dbt.git
-```
-
-2. For ALL releases (prereleases and version releases), copy the relevant formula. To copy from the latest version release of dbt, do:
-
-```bash
-cp Formula/dbt.rb Formula/dbt@{NEW-VERSION}.rb
-```
-
-To copy from a different version, simply copy the corresponding file.
-
-3. Open the file, and edit the following:
-- the name of the ruby class: this is important, homebrew won't function properly if the class name is wrong. Check historical versions to figure out the right name.
-- under the `bottle` section, remove all of the hashes (lines starting with `sha256`)
-
-4. Create a **Python 3.7** virtualenv, activate it, and then install two packages: `homebrew-pypi-poet`, and the version of dbt you are preparing. I use:
-
-```
-pyenv virtualenv 3.7.0 homebrew-dbt-{VERSION}
-pyenv activate homebrew-dbt-{VERSION}
-pip install dbt=={VERSION} homebrew-pypi-poet
-```
-
-homebrew-pypi-poet is a program that generates a valid homebrew formula for an installed pip package. You want to use it to generate a diff against the existing formula. Then you want to apply the diff for the dependency packages only -- e.g. it will tell you that `google-api-core` has been updated and that you need to use the latest version.
-
-5. reinstall, test, and audit dbt. if the test or audit fails, fix the formula with step 1.
-
-```bash
-brew uninstall --force Formula/{YOUR-FILE}.rb
-brew install Formula/{YOUR-FILE}.rb
-brew test dbt
-brew audit --strict dbt
-```
-
-6. Ask Connor to bottle the change (only his laptop can do it!)
-
-#### Conda Forge Release Process
-
-1. Clone the fork of `conda-forge/dbt-feedstock` [here](https://github.com/fishtown-analytics/dbt-feedstock)
-```bash
-git clone git@github.com:fishtown-analytics/dbt-feedstock.git
-
-```
-2. Update the version and sha256 in `recipe/meta.yml`. To calculate the sha256, run:
-
-```bash
-wget https://github.com/fishtown-analytics/dbt/archive/v{version}.tar.gz
-openssl sha256 v{version}.tar.gz
-```
-
-3. Push the changes and create a PR against `conda-forge/dbt-feedstock`
-
-4. Confirm that all automated conda-forge tests are passing

azure-pipelines.yml

@@ -1,154 +0,0 @@
-# Python package
-# Create and test a Python package on multiple Python versions.
-# Add steps that analyze code, save the dist with the build record, publish to a PyPI-compatible index, and more:
-# https://docs.microsoft.com/azure/devops/pipelines/languages/python
-
-trigger:
-  branches:
-    include:
-    - master
-    - dev/*
-    - pr/*
-
-jobs:
-- job: UnitTest
-  pool:
-    vmImage: 'vs2017-win2016'
-  steps:
-  - task: UsePythonVersion@0
-    inputs:
-      versionSpec: '3.7'
-      architecture: 'x64'
-
-  - script: python -m pip install --upgrade pip && pip install tox
-    displayName: 'Install dependencies'
-
-  - script: python -m tox -e pywin-unit
-    displayName: Run unit tests
-
-- job: PostgresIntegrationTest
-  pool:
-    vmImage: 'vs2017-win2016'
-  dependsOn: UnitTest
-
-  steps:
-  - pwsh: |
-      $serviceName = Get-Service -Name postgresql*
-      Set-Service -InputObject $serviceName -StartupType Automatic
-      Start-Service -InputObject $serviceName
-
-      & $env:PGBIN\createdb.exe -U postgres dbt
-      & $env:PGBIN\psql.exe  -U postgres -c "CREATE ROLE root WITH PASSWORD 'password';"
-      & $env:PGBIN\psql.exe  -U postgres -c "ALTER ROLE root WITH LOGIN;"
-      & $env:PGBIN\psql.exe  -U postgres -c "GRANT CREATE, CONNECT ON DATABASE dbt TO root WITH GRANT OPTION;"
-      & $env:PGBIN\psql.exe  -U postgres -c "CREATE ROLE noaccess WITH PASSWORD 'password' NOSUPERUSER;"
-      & $env:PGBIN\psql.exe  -U postgres -c "ALTER ROLE noaccess WITH LOGIN;"
-      & $env:PGBIN\psql.exe  -U postgres -c "GRANT CONNECT ON DATABASE dbt TO noaccess;"
-    displayName: Install postgresql and set up database
-
-  - task: UsePythonVersion@0
-    inputs:
-      versionSpec: '3.7'
-      architecture: 'x64'
-
-  - script: python -m pip install --upgrade pip && pip install tox
-    displayName: 'Install dependencies'
-
-  - script: python -m tox -e pywin-postgres
-    displayName: Run integration tests
-
-# These three are all similar except secure environment variables, which MUST be passed along to their tasks,
-# but there's probably a better way to do this!
-- job: SnowflakeIntegrationTest
-  pool:
-    vmImage: 'vs2017-win2016'
-  dependsOn: PostgresIntegrationTest
-  condition: succeeded()
-  steps:
-  - task: UsePythonVersion@0
-    inputs:
-      versionSpec: '3.7'
-      architecture: 'x64'
-
-  - script: python -m pip install --upgrade pip && pip install tox
-    displayName: 'Install dependencies'
-
-  - script: python -m tox -e pywin-snowflake
-    env:
-      SNOWFLAKE_TEST_ACCOUNT: $(SNOWFLAKE_TEST_ACCOUNT)
-      SNOWFLAKE_TEST_PASSWORD: $(SNOWFLAKE_TEST_PASSWORD)
-      SNOWFLAKE_TEST_USER: $(SNOWFLAKE_TEST_USER)
-      SNOWFLAKE_TEST_WAREHOUSE: $(SNOWFLAKE_TEST_WAREHOUSE)
-      SNOWFLAKE_TEST_OAUTH_REFRESH_TOKEN: $(SNOWFLAKE_TEST_OAUTH_REFRESH_TOKEN)
-      SNOWFLAKE_TEST_OAUTH_CLIENT_ID: $(SNOWFLAKE_TEST_OAUTH_CLIENT_ID)
-      SNOWFLAKE_TEST_OAUTH_CLIENT_SECRET: $(SNOWFLAKE_TEST_OAUTH_CLIENT_SECRET)
-    displayName: Run integration tests
-
-- job: BigQueryIntegrationTest
-  pool:
-    vmImage: 'vs2017-win2016'
-  dependsOn: PostgresIntegrationTest
-  condition: succeeded()
-  steps:
-  - task: UsePythonVersion@0
-    inputs:
-      versionSpec: '3.7'
-      architecture: 'x64'
-  - script: python -m pip install --upgrade pip && pip install tox
-    displayName: 'Install dependencies'
-  - script: python -m tox -e pywin-bigquery
-    env:
-      BIGQUERY_SERVICE_ACCOUNT_JSON: $(BIGQUERY_SERVICE_ACCOUNT_JSON)
-    displayName: Run integration tests
-
-- job: RedshiftIntegrationTest
-  pool:
-    vmImage: 'vs2017-win2016'
-  dependsOn: PostgresIntegrationTest
-  condition: succeeded()
-  steps:
-  - task: UsePythonVersion@0
-    inputs:
-      versionSpec: '3.7'
-      architecture: 'x64'
-
-  - script: python -m pip install --upgrade pip && pip install tox
-    displayName: 'Install dependencies'
-
-  - script: python -m tox -e pywin-redshift
-    env:
-      REDSHIFT_TEST_DBNAME: $(REDSHIFT_TEST_DBNAME)
-      REDSHIFT_TEST_PASS: $(REDSHIFT_TEST_PASS)
-      REDSHIFT_TEST_USER: $(REDSHIFT_TEST_USER)
-      REDSHIFT_TEST_PORT: $(REDSHIFT_TEST_PORT)
-      REDSHIFT_TEST_HOST: $(REDSHIFT_TEST_HOST)
-    displayName: Run integration tests
-
-- job: BuildWheel
-  pool:
-    vmImage: 'vs2017-win2016'
-  dependsOn:
-    - UnitTest
-    - PostgresIntegrationTest
-    - RedshiftIntegrationTest
-    - SnowflakeIntegrationTest
-    - BigQueryIntegrationTest
-  condition: succeeded()
-  steps:
-    - task: UsePythonVersion@0
-      inputs:
-        versionSpec: '3.7'
-        architecture: 'x64'
-    - script: python -m pip install --upgrade pip setuptools && python -m pip install -r requirements.txt && python -m pip install -r dev_requirements.txt
-      displayName: Install dependencies
-    - task: ShellScript@2
-      inputs:
-        scriptPath: scripts/build-wheels.sh
-    - task: CopyFiles@2
-      inputs:
-        contents: 'dist\?(*.whl|*.tar.gz)'
-        TargetFolder: '$(Build.ArtifactStagingDirectory)'
-    - task: PublishBuildArtifacts@1
-      inputs:
-        pathtoPublish: '$(Build.ArtifactStagingDirectory)'
-        artifactName: dists

converter.py

@@ -1,73 +0,0 @@
-#!/usr/bin/env python
-import json
-import yaml
-import sys
-import argparse
-from datetime import datetime, timezone
-import dbt.clients.registry as registry
-
-
-def yaml_type(fname):
-    with open(fname) as f:
-        return yaml.load(f)
-
-
-def parse_args():
-    parser = argparse.ArgumentParser()
-    parser.add_argument("--project", type=yaml_type, default="dbt_project.yml")
-    parser.add_argument("--namespace", required=True)
-    return parser.parse_args()
-
-
-def get_full_name(args):
-    return "{}/{}".format(args.namespace, args.project["name"])
-
-
-def init_project_in_packages(args, packages):
-    full_name = get_full_name(args)
-    if full_name not in packages:
-        packages[full_name] = {
-            "name": args.project["name"],
-            "namespace": args.namespace,
-            "latest": args.project["version"],
-            "assets": {},
-            "versions": {},
-        }
-    return packages[full_name]
-
-
-def add_version_to_package(args, project_json):
-    project_json["versions"][args.project["version"]] = {
-        "id": "{}/{}".format(get_full_name(args), args.project["version"]),
-        "name": args.project["name"],
-        "version": args.project["version"],
-        "description": "",
-        "published_at": datetime.now(timezone.utc).astimezone().isoformat(),
-        "packages": args.project.get("packages") or [],
-        "works_with": [],
-        "_source": {
-            "type": "github",
-            "url": "",
-            "readme": "",
-        },
-        "downloads": {
-            "tarball": "",
-            "format": "tgz",
-            "sha1": "",
-        },
-    }
-
-
-def main():
-    args = parse_args()
-    packages = registry.packages()
-    project_json = init_project_in_packages(args, packages)
-    if args.project["version"] in project_json["versions"]:
-        raise Exception("Version {} already in packages JSON"
-                        .format(args.project["version"]),
-                        file=sys.stderr)
-    add_version_to_package(args, project_json)
-    print(json.dumps(packages, indent=2))
-
-if __name__ == "__main__":
-    main()

core/MANIFEST.in

@@ -1 +1 @@
-recursive-include dbt/include *.py *.sql *.yml *.html *.md
+recursive-include dbt/include *.py *.sql *.yml *.html *.md .gitkeep .gitignore

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

@@ -28,10 +28,9 @@ 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
 from dbt.logger import GLOBAL_LOGGER as logger
 from dbt.utils import filter_null_values, executor
 
@@ -160,7 +159,7 @@ 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
@@ -259,22 +258,22 @@ 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
-            manifest = load_macro_manifest(
+            from dbt.parser.manifest import ManifestLoader
+            manifest = ManifestLoader.load_macros(
                 self.config, self.connections.set_query_header
             )
             self._macro_manifest_lazy = manifest
@@ -310,8 +309,7 @@ class BaseAdapter(metaclass=AdapterMeta):
             self.Relation.create_from(self.config, node).without_identifier()
             for node in manifest.nodes.values()
             if (
-                node.resource_type in NodeType.executable() and
-                not node.is_ephemeral_model
+                node.is_relational and not node.is_ephemeral_model
             )
         }
 
@@ -513,7 +511,7 @@ class BaseAdapter(metaclass=AdapterMeta):
     def get_columns_in_relation(
         self, relation: BaseRelation
     ) -> List[BaseColumn]:
-        """Get a list of the columns in the given Relation."""
+        """Get a list of the columns in the given Relation. """
         raise NotImplementedException(
             '`get_columns_in_relation` is not implemented for this adapter!'
         )

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()
@@ -45,7 +45,7 @@ class BaseRelation(FakeAPIObject, Hashable):
     def __eq__(self, other):
         if not isinstance(other, self.__class__):
             return False
-        return self.to_dict() == other.to_dict()
+        return self.to_dict(omit_none=True) == other.to_dict(omit_none=True)
 
     @classmethod
     def get_default_quote_policy(cls) -> Policy:
@@ -185,10 +185,10 @@ class BaseRelation(FakeAPIObject, Hashable):
     def create_from_source(
         cls: Type[Self], source: ParsedSourceDefinition, **kwargs: Any
     ) -> Self:
-        source_quoting = source.quoting.to_dict()
+        source_quoting = source.quoting.to_dict(omit_none=True)
         source_quoting.pop('column', None)
         quote_policy = deep_merge(
-            cls.get_default_quote_policy().to_dict(),
+            cls.get_default_quote_policy().to_dict(omit_none=True),
             source_quoting,
             kwargs.get('quote_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(
@@ -433,13 +433,14 @@ class SchemaSearchMap(Dict[InformationSchema, Set[Optional[str]]]):
             for schema in schemas:
                 yield information_schema_name, schema
 
-    def flatten(self):
+    def flatten(self, allow_multiple_databases: bool = False):
         new = self.__class__()
 
-        # make sure we don't have duplicates
-        seen = {r.database.lower() for r in self if r.database}
-        if len(seen) > 1:
-            dbt.exceptions.raise_compiler_error(str(seen))
+        # make sure we don't have multiple databases if allow_multiple_databases is set to False
+        if not allow_multiple_databases:
+            seen = {r.database.lower() for r in self if r.database}
+            if len(seen) > 1:
+                dbt.exceptions.raise_compiler_error(str(seen))
 
         for information_schema_name, schema in self.search():
             path = {

core/dbt/adapters/sql/connections.py

@@ -99,7 +99,14 @@ class SQLConnectionManager(BaseConnectionManager):
         column_names: Iterable[str],
         rows: Iterable[Any]
     ) -> List[Dict[str, Any]]:
-
+        unique_col_names = dict()
+        for idx in range(len(column_names)):
+            col_name = column_names[idx]
+            if col_name in unique_col_names:
+                unique_col_names[col_name] += 1
+                column_names[idx] = f'{col_name}_{unique_col_names[col_name]}'
+            else:
+                unique_col_names[column_names[idx]] = 1
         return [dict(zip(column_names, row)) for row in rows]
 
     @classmethod

core/dbt/clients/agate_helper.py

@@ -35,7 +35,11 @@ class ISODateTime(agate.data_types.DateTime):
         )
 
 
-def build_type_tester(text_columns: Iterable[str]) -> agate.TypeTester:
+def build_type_tester(
+    text_columns: Iterable[str],
+    string_null_values: Optional[Iterable[str]] = ('null', '')
+) -> agate.TypeTester:
+
     types = [
         agate.data_types.Number(null_values=('null', '')),
         agate.data_types.Date(null_values=('null', ''),
@@ -46,10 +50,10 @@ def build_type_tester(text_columns: Iterable[str]) -> agate.TypeTester:
         agate.data_types.Boolean(true_values=('true',),
                                  false_values=('false',),
                                  null_values=('null', '')),
-        agate.data_types.Text(null_values=('null', ''))
+        agate.data_types.Text(null_values=string_null_values)
     ]
     force = {
-        k: agate.data_types.Text(null_values=('null', ''))
+        k: agate.data_types.Text(null_values=string_null_values)
         for k in text_columns
     }
     return agate.TypeTester(force=force, types=types)
@@ -66,7 +70,13 @@ def table_from_rows(
     if text_only_columns is None:
         column_types = DEFAULT_TYPE_TESTER
     else:
-        column_types = build_type_tester(text_only_columns)
+        # If text_only_columns are present, prevent coercing empty string or
+        # literal 'null' strings to a None representation.
+        column_types = build_type_tester(
+            text_only_columns,
+            string_null_values=()
+        )
+
     return agate.Table(rows, column_names, column_types=column_types)
 
 
@@ -86,19 +96,34 @@ def table_from_data(data, column_names: Iterable[str]) -> agate.Table:
 
 
 def table_from_data_flat(data, column_names: Iterable[str]) -> agate.Table:
-    "Convert list of dictionaries into an Agate table"
+    """
+    Convert a list of dictionaries into an Agate table. This method does not
+    coerce string values into more specific types (eg. '005' will not be
+    coerced to '5'). Additionally, this method does not coerce values to
+    None (eg. '' or 'null' will retain their string literal representations).
+    """
 
     rows = []
+    text_only_columns = set()
     for _row in data:
         row = []
-        for value in list(_row.values()):
+        for col_name in column_names:
+            value = _row[col_name]
             if isinstance(value, (dict, list, tuple)):
-                row.append(json.dumps(value, cls=dbt.utils.JSONEncoder))
-            else:
-                row.append(value)
+                # Represent container types as json strings
+                value = json.dumps(value, cls=dbt.utils.JSONEncoder)
+                text_only_columns.add(col_name)
+            elif isinstance(value, str):
+                text_only_columns.add(col_name)
+            row.append(value)
+
         rows.append(row)
 
-    return table_from_rows(rows=rows, column_names=column_names)
+    return table_from_rows(
+        rows=rows,
+        column_names=column_names,
+        text_only_columns=text_only_columns
+    )
 
 
 def empty_table():

core/dbt/clients/git.py

@@ -4,21 +4,43 @@ import os.path
 from dbt.clients.system import run_cmd, rmdir
 from dbt.logger import GLOBAL_LOGGER as logger
 import dbt.exceptions
+from packaging import version
 
 
-def clone(repo, cwd, dirname=None, remove_git_dir=False, branch=None):
+def _is_commit(revision: str) -> bool:
+    # match SHA-1 git commit
+    return bool(re.match(r"\b[0-9a-f]{40}\b", revision))
+
+
+def clone(repo, cwd, dirname=None, remove_git_dir=False, revision=None, subdirectory=None):
+    has_revision = revision is not None
+    is_commit = _is_commit(revision or "")
+
     clone_cmd = ['git', 'clone', '--depth', '1']
+    if subdirectory:
+        logger.debug('  Subdirectory specified: {}, using sparse checkout.'.format(subdirectory))
+        out, _ = run_cmd(cwd, ['git', '--version'], env={'LC_ALL': 'C'})
+        git_version = version.parse(re.search(r"\d+\.\d+\.\d+", out.decode("utf-8")).group(0))
+        if not git_version >= version.parse("2.25.0"):
+            # 2.25.0 introduces --sparse
+            raise RuntimeError(
+                "Please update your git version to pull a dbt package "
+                "from a subdirectory: your version is {}, >= 2.25.0 needed".format(git_version)
+            )
+        clone_cmd.extend(['--filter=blob:none', '--sparse'])
 
-    if branch is not None:
-        clone_cmd.extend(['--branch', branch])
+    if has_revision and not is_commit:
+        clone_cmd.extend(['--branch', revision])
 
     clone_cmd.append(repo)
 
     if dirname is not None:
         clone_cmd.append(dirname)
-
     result = run_cmd(cwd, clone_cmd, env={'LC_ALL': 'C'})
 
+    if subdirectory:
+        run_cmd(os.path.join(cwd, dirname or ''), ['git', 'sparse-checkout', 'set', subdirectory])
+
     if remove_git_dir:
         rmdir(os.path.join(dirname, '.git'))
 
@@ -31,33 +53,38 @@ def list_tags(cwd):
     return tags
 
 
-def _checkout(cwd, repo, branch):
-    logger.debug('  Checking out branch {}.'.format(branch))
+def _checkout(cwd, repo, revision):
+    logger.debug('  Checking out revision {}.'.format(revision))
 
-    run_cmd(cwd, ['git', 'remote', 'set-branches', 'origin', branch])
-    run_cmd(cwd, ['git', 'fetch', '--tags', '--depth', '1', 'origin', branch])
+    fetch_cmd = ["git", "fetch", "origin", "--depth", "1"]
 
-    tags = list_tags(cwd)
-
-    # Prefer tags to branches if one exists
-    if branch in tags:
-        spec = 'tags/{}'.format(branch)
+    if _is_commit(revision):
+        run_cmd(cwd, fetch_cmd + [revision])
     else:
-        spec = 'origin/{}'.format(branch)
+        run_cmd(cwd, ['git', 'remote', 'set-branches', 'origin', revision])
+        run_cmd(cwd, fetch_cmd + ["--tags", revision])
+
+    if _is_commit(revision):
+        spec = revision
+    # Prefer tags to branches if one exists
+    elif revision in list_tags(cwd):
+        spec = 'tags/{}'.format(revision)
+    else:
+        spec = 'origin/{}'.format(revision)
 
     out, err = run_cmd(cwd, ['git', 'reset', '--hard', spec],
                        env={'LC_ALL': 'C'})
     return out, err
 
 
-def checkout(cwd, repo, branch=None):
-    if branch is None:
-        branch = 'master'
+def checkout(cwd, repo, revision=None):
+    if revision is None:
+        revision = 'HEAD'
     try:
-        return _checkout(cwd, repo, branch)
+        return _checkout(cwd, repo, revision)
     except dbt.exceptions.CommandResultError as exc:
         stderr = exc.stderr.decode('utf-8').strip()
-    dbt.exceptions.bad_package_spec(repo, branch, stderr)
+    dbt.exceptions.bad_package_spec(repo, revision, stderr)
 
 
 def get_current_sha(cwd):
@@ -71,11 +98,16 @@ def remove_remote(cwd):
 
 
 def clone_and_checkout(repo, cwd, dirname=None, remove_git_dir=False,
-                       branch=None):
+                       revision=None, subdirectory=None):
     exists = None
     try:
-        _, err = clone(repo, cwd, dirname=dirname,
-                       remove_git_dir=remove_git_dir)
+        _, err = clone(
+            repo,
+            cwd,
+            dirname=dirname,
+            remove_git_dir=remove_git_dir,
+            subdirectory=subdirectory,
+        )
     except dbt.exceptions.CommandResultError as exc:
         err = exc.stderr.decode('utf-8')
         exists = re.match("fatal: destination path '(.+)' already exists", err)
@@ -97,7 +129,7 @@ def clone_and_checkout(repo, cwd, dirname=None, remove_git_dir=False,
         logger.debug('Pulling new dependency {}.', directory)
     full_path = os.path.join(cwd, directory)
     start_sha = get_current_sha(full_path)
-    checkout(full_path, repo, branch)
+    checkout(full_path, repo, revision)
     end_sha = get_current_sha(full_path)
     if exists:
         if start_sha == end_sha:
@@ -107,4 +139,4 @@ def clone_and_checkout(repo, cwd, dirname=None, remove_git_dir=False,
                          start_sha[:7], end_sha[:7])
     else:
         logger.debug('  Checked out at {}.', end_sha[:7])
-    return directory
+    return os.path.join(directory, subdirectory or '')

core/dbt/clients/jinja.py

@@ -21,7 +21,7 @@ import jinja2.sandbox
 
 from dbt.utils import (
     get_dbt_macro_name, get_docs_macro_name, get_materialization_macro_name,
-    deep_map
+    get_test_macro_name, deep_map
 )
 
 from dbt.clients._jinja_blocks import BlockIterator, BlockData, BlockTag
@@ -29,7 +29,8 @@ from dbt.contracts.graph.compiled import CompiledSchemaTestNode
 from dbt.contracts.graph.parsed import ParsedSchemaTestNode
 from dbt.exceptions import (
     InternalException, raise_compiler_error, CompilationException,
-    invalid_materialization_argument, MacroReturn, JinjaRenderingException
+    invalid_materialization_argument, MacroReturn, JinjaRenderingException,
+    UndefinedMacroException
 )
 from dbt import flags
 from dbt.logger import GLOBAL_LOGGER as logger  # noqa
@@ -231,6 +232,7 @@ 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 +246,7 @@ 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 +309,10 @@ 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 +327,7 @@ 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)
@@ -403,6 +409,20 @@ class DocumentationExtension(jinja2.ext.Extension):
         return node
 
 
+class TestExtension(jinja2.ext.Extension):
+    tags = ['test']
+
+    def parse(self, parser):
+        node = jinja2.nodes.Macro(lineno=next(parser.stream).lineno)
+        test_name = parser.parse_assign_target(name_only=True).name
+
+        parser.parse_signature(node)
+        node.name = get_test_macro_name(test_name)
+        node.body = parser.parse_statements(('name:endtest',),
+                                            drop_needle=True)
+        return node
+
+
 def _is_dunder_name(name):
     return name.startswith('__') and name.endswith('__')
 
@@ -474,6 +494,7 @@ def get_environment(
 
     args['extensions'].append(MaterializationExtension)
     args['extensions'].append(DocumentationExtension)
+    args['extensions'].append(TestExtension)
 
     env_cls: Type[jinja2.Environment]
     text_filter: Type
@@ -498,7 +519,7 @@ def catch_jinja(node=None) -> Iterator[None]:
         e.translated = False
         raise CompilationException(str(e), node) from e
     except jinja2.exceptions.UndefinedError as e:
-        raise CompilationException(str(e), node) from e
+        raise UndefinedMacroException(str(e), node) from e
     except CompilationException as exc:
         exc.add_node(node)
         raise

core/dbt/clients/jinja_static.py

@@ -0,0 +1,225 @@
+import jinja2
+from dbt.clients.jinja import get_environment
+from dbt.exceptions import raise_compiler_error
+
+
+def statically_extract_macro_calls(string, ctx, db_wrapper=None):
+    # set 'capture_macros' to capture undefined
+    env = get_environment(None, capture_macros=True)
+    parsed = env.parse(string)
+
+    standard_calls = ['source', 'ref', 'config']
+    possible_macro_calls = []
+    for func_call in parsed.find_all(jinja2.nodes.Call):
+        func_name = None
+        if hasattr(func_call, 'node') and hasattr(func_call.node, 'name'):
+            func_name = func_call.node.name
+        else:
+            # func_call for dbt_utils.current_timestamp macro
+            # Call(
+            #   node=Getattr(
+            #     node=Name(
+            #       name='dbt_utils',
+            #       ctx='load'
+            #     ),
+            #     attr='current_timestamp',
+            #     ctx='load
+            #   ),
+            #   args=[],
+            #   kwargs=[],
+            #   dyn_args=None,
+            #   dyn_kwargs=None
+            # )
+            if (hasattr(func_call, 'node') and
+                    hasattr(func_call.node, 'node') and
+                    type(func_call.node.node).__name__ == 'Name' and
+                    hasattr(func_call.node, 'attr')):
+                package_name = func_call.node.node.name
+                macro_name = func_call.node.attr
+                if package_name == 'adapter':
+                    if macro_name == 'dispatch':
+                        ad_macro_calls = statically_parse_adapter_dispatch(
+                            func_call, ctx, db_wrapper)
+                        possible_macro_calls.extend(ad_macro_calls)
+                    else:
+                        # This skips calls such as adapter.parse_index
+                        continue
+                else:
+                    func_name = f'{package_name}.{macro_name}'
+            else:
+                continue
+        if not func_name:
+            continue
+        if func_name in standard_calls:
+            continue
+        elif ctx.get(func_name):
+            continue
+        else:
+            if func_name not in possible_macro_calls:
+                possible_macro_calls.append(func_name)
+
+    return possible_macro_calls
+
+
+# Call(
+#   node=Getattr(
+#     node=Name(
+#       name='adapter',
+#       ctx='load'
+#     ),
+#     attr='dispatch',
+#     ctx='load'
+#   ),
+#   args=[
+#     Const(value='test_pkg_and_dispatch')
+#   ],
+#   kwargs=[
+#     Keyword(
+#       key='packages',
+#       value=Call(node=Getattr(node=Name(name='local_utils', ctx='load'),
+#          attr='_get_utils_namespaces', ctx='load'), args=[], kwargs=[],
+#          dyn_args=None, dyn_kwargs=None)
+#     )
+#   ],
+#   dyn_args=None,
+#   dyn_kwargs=None
+# )
+def statically_parse_adapter_dispatch(func_call, ctx, db_wrapper):
+    possible_macro_calls = []
+    # This captures an adapter.dispatch('<macro_name>') call.
+
+    func_name = None
+    # macro_name positional argument
+    if len(func_call.args) > 0:
+        func_name = func_call.args[0].value
+    if func_name:
+        possible_macro_calls.append(func_name)
+
+    # packages positional argument
+    packages = None
+    macro_namespace = None
+    packages_arg = None
+    packages_arg_type = None
+
+    if len(func_call.args) > 1:
+        packages_arg = func_call.args[1]
+        # This can be a List or a Call
+        packages_arg_type = type(func_call.args[1]).__name__
+
+    # keyword arguments
+    if func_call.kwargs:
+        for kwarg in func_call.kwargs:
+            if kwarg.key == 'packages':
+                # The packages keyword will be deprecated and
+                # eventually removed
+                packages_arg = kwarg.value
+                # This can be a List or a Call
+                packages_arg_type = type(kwarg.value).__name__
+            elif kwarg.key == 'macro_name':
+                # This will remain to enable static resolution
+                if type(kwarg.value).__name__ == 'Const':
+                    func_name = kwarg.value.value
+                    possible_macro_calls.append(func_name)
+                else:
+                    raise_compiler_error(f"The macro_name parameter ({kwarg.value.value}) "
+                                         "to adapter.dispatch was not a string")
+            elif kwarg.key == 'macro_namespace':
+                # This will remain to enable static resolution
+                kwarg_type = type(kwarg.value).__name__
+                if kwarg_type == 'Const':
+                    macro_namespace = kwarg.value.value
+                else:
+                    raise_compiler_error("The macro_namespace parameter to adapter.dispatch "
+                                         f"is a {kwarg_type}, not a string")
+
+    # positional arguments
+    if packages_arg:
+        if packages_arg_type == 'List':
+            # This will remain to enable static resolution
+            packages = []
+            for item in packages_arg.items:
+                packages.append(item.value)
+        elif packages_arg_type == 'Const':
+            # This will remain to enable static resolution
+            macro_namespace = packages_arg.value
+        elif packages_arg_type == 'Call':
+            # This is deprecated and should be removed eventually.
+            # It is here to support (hackily) common ways of providing
+            # a packages list to adapter.dispatch
+            if (hasattr(packages_arg, 'node') and
+                    hasattr(packages_arg.node, 'node') and
+                    hasattr(packages_arg.node.node, 'name') and
+                    hasattr(packages_arg.node, 'attr')):
+                package_name = packages_arg.node.node.name
+                macro_name = packages_arg.node.attr
+                if (macro_name.startswith('_get') and 'namespaces' in macro_name):
+                    # noqa: https://github.com/dbt-labs/dbt-utils/blob/9e9407b/macros/cross_db_utils/_get_utils_namespaces.sql
+                    var_name = f'{package_name}_dispatch_list'
+                    # hard code compatibility for fivetran_utils, just a teensy bit different
+                    # noqa: https://github.com/fivetran/dbt_fivetran_utils/blob/0978ba2/macros/_get_utils_namespaces.sql
+                    if package_name == 'fivetran_utils':
+                        default_packages = ['dbt_utils', 'fivetran_utils']
+                    else:
+                        default_packages = [package_name]
+
+                    namespace_names = get_dispatch_list(ctx, var_name, default_packages)
+                    packages = []
+                    if namespace_names:
+                        packages.extend(namespace_names)
+                else:
+                    msg = (
+                        f"As of v0.19.2, custom macros, such as '{macro_name}', are no longer "
+                        "supported in the 'packages' argument of 'adapter.dispatch()'.\n"
+                        f"See https://docs.getdbt.com/reference/dbt-jinja-functions/dispatch "
+                        "for details."
+                    ).strip()
+                    raise_compiler_error(msg)
+        elif packages_arg_type == 'Add':
+            # This logic is for when there is a variable and an addition of a list,
+            # like: packages = (var('local_utils_dispatch_list', []) + ['local_utils2'])
+            # This is deprecated and should be removed eventually.
+            namespace_var = None
+            default_namespaces = []
+            # This might be a single call or it might be the 'left' piece in an addition
+            for var_call in packages_arg.find_all(jinja2.nodes.Call):
+                if (hasattr(var_call, 'node') and
+                        var_call.node.name == 'var' and
+                        hasattr(var_call, 'args')):
+                    namespace_var = var_call.args[0].value
+            if hasattr(packages_arg, 'right'):  # we have a default list of namespaces
+                for item in packages_arg.right.items:
+                    default_namespaces.append(item.value)
+            if namespace_var:
+                namespace_names = get_dispatch_list(ctx, namespace_var, default_namespaces)
+                packages = []
+                if namespace_names:
+                    packages.extend(namespace_names)
+
+    if db_wrapper:
+        macro = db_wrapper.dispatch(
+            func_name,
+            packages=packages,
+            macro_namespace=macro_namespace
+        ).macro
+        func_name = f'{macro.package_name}.{macro.name}'
+        possible_macro_calls.append(func_name)
+    else:  # this is only for test/unit/test_macro_calls.py
+        if macro_namespace:
+            packages = [macro_namespace]
+        if packages is None:
+            packages = []
+        for package_name in packages:
+            possible_macro_calls.append(f'{package_name}.{func_name}')
+
+    return possible_macro_calls
+
+
+def get_dispatch_list(ctx, var_name, default_packages):
+    namespace_list = None
+    try:
+        # match the logic currently used in package _get_namespaces() macro
+        namespace_list = ctx['var'](var_name) + default_packages
+    except Exception:
+        pass
+    namespace_list = namespace_list if namespace_list else default_packages
+    return namespace_list

core/dbt/clients/registry.py

@@ -1,10 +1,9 @@
-from functools import wraps
+import functools
 import requests
-from dbt.exceptions import RegistryException
-from dbt.utils import memoized
+from dbt.utils import memoized, _connection_exception_retry as connection_exception_retry
 from dbt.logger import GLOBAL_LOGGER as logger
+from dbt import deprecations
 import os
-import time
 
 if os.getenv('DBT_PACKAGE_HUB_URL'):
     DEFAULT_REGISTRY_BASE_URL = os.getenv('DBT_PACKAGE_HUB_URL')
@@ -19,31 +18,15 @@ def _get_url(url, registry_base_url=None):
     return '{}{}'.format(registry_base_url, url)
 
 
-def _wrap_exceptions(fn):
-    @wraps(fn)
-    def wrapper(*args, **kwargs):
-        max_attempts = 5
-        attempt = 0
-        while True:
-            attempt += 1
-            try:
-                return fn(*args, **kwargs)
-            except requests.exceptions.ConnectionError as exc:
-                if attempt < max_attempts:
-                    time.sleep(1)
-                    continue
-
-                raise RegistryException(
-                    'Unable to connect to registry hub'
-                ) from exc
-    return wrapper
+def _get_with_retries(path, registry_base_url=None):
+    get_fn = functools.partial(_get, path, registry_base_url)
+    return connection_exception_retry(get_fn, 5)
 
 
-@_wrap_exceptions
 def _get(path, registry_base_url=None):
     url = _get_url(path, registry_base_url)
     logger.debug('Making package registry request: GET {}'.format(url))
-    resp = requests.get(url)
+    resp = requests.get(url, timeout=30)
     logger.debug('Response from registry: GET {} {}'.format(url,
                                                             resp.status_code))
     resp.raise_for_status()
@@ -51,22 +34,44 @@ def _get(path, registry_base_url=None):
 
 
 def index(registry_base_url=None):
-    return _get('api/v1/index.json', registry_base_url)
+    return _get_with_retries('api/v1/index.json', registry_base_url)
 
 
 index_cached = memoized(index)
 
 
 def packages(registry_base_url=None):
-    return _get('api/v1/packages.json', registry_base_url)
+    return _get_with_retries('api/v1/packages.json', registry_base_url)
 
 
 def package(name, registry_base_url=None):
-    return _get('api/v1/{}.json'.format(name), registry_base_url)
+    response = _get_with_retries('api/v1/{}.json'.format(name), registry_base_url)
+
+    # Either redirectnamespace or redirectname in the JSON response indicate a redirect
+    # redirectnamespace redirects based on package ownership
+    # redirectname redirects based on package name
+    # Both can be present at the same time, or neither. Fails gracefully to old name
+
+    if ('redirectnamespace' in response) or ('redirectname' in response):
+
+        if ('redirectnamespace' in response) and response['redirectnamespace'] is not None:
+            use_namespace = response['redirectnamespace']
+        else:
+            use_namespace = response['namespace']
+
+        if ('redirectname' in response) and response['redirectname'] is not None:
+            use_name = response['redirectname']
+        else:
+            use_name = response['name']
+
+        new_nwo = use_namespace + "/" + use_name
+        deprecations.warn('package-redirect', old_name=name, new_name=new_nwo)
+
+    return response
 
 
 def package_version(name, version, registry_base_url=None):
-    return _get('api/v1/{}/{}.json'.format(name, version), registry_base_url)
+    return _get_with_retries('api/v1/{}/{}.json'.format(name, version), registry_base_url)
 
 
 def get_available_versions(name):

core/dbt/clients/system.py

@@ -1,4 +1,5 @@
 import errno
+import functools
 import fnmatch
 import json
 import os
@@ -15,9 +16,8 @@ from typing import (
 )
 
 import dbt.exceptions
-import dbt.utils
-
 from dbt.logger import GLOBAL_LOGGER as logger
+from dbt.utils import _connection_exception_retry as connection_exception_retry
 
 if sys.platform == 'win32':
     from ctypes import WinDLL, c_bool
@@ -30,7 +30,7 @@ def find_matching(
     root_path: str,
     relative_paths_to_search: List[str],
     file_pattern: str,
-) -> List[Dict[str, str]]:
+) -> List[Dict[str, Any]]:
     """
     Given an absolute `root_path`, a list of relative paths to that
     absolute root path (`relative_paths_to_search`), and a `file_pattern`
@@ -61,11 +61,19 @@ def find_matching(
                 relative_path = os.path.relpath(
                     absolute_path, absolute_path_to_search
                 )
+                modification_time = 0.0
+                try:
+                    modification_time = os.path.getmtime(absolute_path)
+                except OSError:
+                    logger.exception(
+                        f"Error retrieving modification time for file {absolute_path}"
+                    )
                 if reobj.match(local_file):
                     matching.append({
                         'searched_path': relative_path_to_search,
                         'absolute_path': absolute_path,
                         'relative_path': relative_path,
+                        'modification_time': modification_time,
                     })
 
     return matching
@@ -416,6 +424,9 @@ def run_cmd(
         full_env.update(env)
 
     try:
+        exe_pth = shutil.which(cmd[0])
+        if exe_pth:
+            cmd = [os.path.abspath(exe_pth)] + list(cmd[1:])
         proc = subprocess.Popen(
             cmd,
             cwd=cwd,
@@ -438,7 +449,16 @@ def run_cmd(
     return out, err
 
 
-def download(url: str, path: str, timeout: Union[float, tuple] = None) -> None:
+def download_with_retries(
+    url: str, path: str, timeout: Optional[Union[float, tuple]] = None
+) -> None:
+    download_fn = functools.partial(download, url, path, timeout)
+    connection_exception_retry(download_fn, 5)
+
+
+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
-
+from typing import Any, Dict, Optional
 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 = """
@@ -53,8 +56,8 @@ def contextualized_yaml_error(raw_contents, error):
                                      raw_error=error)
 
 
-def safe_load(contents):
-    return yaml.load(contents, Loader=YamlLoader)
+def safe_load(contents) -> Optional[Dict[str, Any]]:
+    return yaml.load(contents, Loader=SafeLoader)
 
 
 def load_yaml_text(contents):

core/dbt/compilation.py

@@ -10,11 +10,10 @@ from dbt.adapters.factory import get_adapter
 from dbt.clients import jinja
 from dbt.clients.system import make_directory
 from dbt.context.providers import generate_runtime_model
-from dbt.contracts.graph.manifest import Manifest
+from dbt.contracts.graph.manifest import Manifest, UniqueID
 from dbt.contracts.graph.compiled import (
-    CompiledDataTestNode,
-    CompiledSchemaTestNode,
     COMPILED_TYPES,
+    CompiledSchemaTestNode,
     GraphMemberNode,
     InjectedCTE,
     ManifestNode,
@@ -30,6 +29,7 @@ from dbt.graph import Graph
 from dbt.logger import GLOBAL_LOGGER as logger
 from dbt.node_types import NodeType
 from dbt.utils import pluralize
+import dbt.tracking
 
 graph_file_name = 'graph.gpickle'
 
@@ -58,6 +58,11 @@ def print_compile_stats(stats):
     results = {k: 0 for k in names.keys()}
     results.update(stats)
 
+    # create tracking event for resource_counts
+    if dbt.tracking.active_user is not None:
+        resource_counts = {k.pluralize(): v for k, v in results.items()}
+        dbt.tracking.track_resource_counts(resource_counts)
+
     stat_line = ", ".join([
         pluralize(ct, names.get(t)) for t, ct in results.items()
         if t in names
@@ -102,6 +107,18 @@ def _extend_prepended_ctes(prepended_ctes, new_prepended_ctes):
         _add_prepended_cte(prepended_ctes, new_cte)
 
 
+def _get_tests_for_node(manifest: Manifest, unique_id: UniqueID) -> List[UniqueID]:
+    """ Get a list of tests that depend on the node with the
+    provided unique id """
+
+    return [
+        node.unique_id
+        for _, node in manifest.nodes.items()
+        if node.resource_type == NodeType.Test and
+        unique_id in node.depends_on_nodes
+    ]
+
+
 class Linker:
     def __init__(self, data=None):
         if data is None:
@@ -137,8 +154,8 @@ class Linker:
         include all nodes in their corresponding graph entries.
         """
         out_graph = self.graph.copy()
-        for node_id in self.graph.nodes():
-            data = manifest.expect(node_id).to_dict()
+        for node_id in self.graph:
+            data = manifest.expect(node_id).to_dict(omit_none=True)
             out_graph.add_node(node_id, **data)
         nx.write_gpickle(out_graph, outfile)
 
@@ -177,8 +194,7 @@ class Compiler:
 
     def _get_relation_name(self, node: ParsedNode):
         relation_name = None
-        if (node.resource_type in NodeType.refable() and
-                not node.is_ephemeral_model):
+        if node.is_relational and not node.is_ephemeral_model:
             adapter = get_adapter(self.config)
             relation_cls = adapter.Relation
             relation_name = str(relation_cls.create_from(self.config, node))
@@ -191,11 +207,11 @@ 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 +222,8 @@ 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"
 
@@ -245,22 +261,19 @@ class Compiler:
 
         return str(parsed)
 
-    def _get_dbt_test_name(self) -> str:
-        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
-    # itself using the 'extra_ctes'.  The 'ephemeral' models do
-    # not produce SQL that is executed directly, instead they
-    # are rolled up into the models that refer to them by
-    # inserting CTEs into the SQL.
     def _recursively_prepend_ctes(
         self,
         model: NonSourceCompiledNode,
         manifest: Manifest,
         extra_context: Optional[Dict[str, Any]],
     ) -> Tuple[NonSourceCompiledNode, List[InjectedCTE]]:
-
+        """This method is called by the 'compile_node' method. Starting
+        from the node that it is passed in, it will recursively call
+        itself using the 'extra_ctes'.  The 'ephemeral' models do
+        not produce SQL that is executed directly, instead they
+        are rolled up into the models that refer to them by
+        inserting CTEs into the SQL.
+        """
         if model.compiled_sql is None:
             raise RuntimeException(
                 'Cannot inject ctes into an unparsed node', model
@@ -278,101 +291,67 @@ class Compiler:
         # gathered and then "injected" into the model.
         prepended_ctes: List[InjectedCTE] = []
 
-        dbt_test_name = self._get_dbt_test_name()
-
         # extra_ctes are added to the model by
         # RuntimeRefResolver.create_relation, which adds an
         # extra_cte for every model relation which is an
         # ephemeral model.
         for cte in model.extra_ctes:
-            if cte.id == dbt_test_name:
-                sql = cte.sql
+            if cte.id not in manifest.nodes:
+                raise InternalException(
+                    f'During compilation, found a cte reference that '
+                    f'could not be resolved: {cte.id}'
+                )
+            cte_model = manifest.nodes[cte.id]
+
+            if not cte_model.is_ephemeral_model:
+                raise InternalException(f'{cte.id} is not ephemeral')
+
+            # This model has already been compiled, so it's been
+            # through here before
+            if getattr(cte_model, 'compiled', False):
+                assert isinstance(cte_model, tuple(COMPILED_TYPES.values()))
+                cte_model = cast(NonSourceCompiledNode, cte_model)
+                new_prepended_ctes = cte_model.extra_ctes
+
+            # if the cte_model isn't compiled, i.e. first time here
             else:
-                if cte.id not in manifest.nodes:
-                    raise InternalException(
-                        f'During compilation, found a cte reference that '
-                        f'could not be resolved: {cte.id}'
+                # This is an ephemeral parsed model that we can compile.
+                # Compile and update the node
+                cte_model = self._compile_node(
+                    cte_model, manifest, extra_context)
+                # recursively call this method
+                cte_model, new_prepended_ctes = \
+                    self._recursively_prepend_ctes(
+                        cte_model, manifest, extra_context
                     )
-                cte_model = manifest.nodes[cte.id]
+                # Save compiled SQL file and sync manifest
+                self._write_node(cte_model)
+                manifest.sync_update_node(cte_model)
 
-                if not cte_model.is_ephemeral_model:
-                    raise InternalException(f'{cte.id} is not ephemeral')
+            _extend_prepended_ctes(prepended_ctes, new_prepended_ctes)
 
-                # This model has already been compiled, so it's been
-                # through here before
-                if getattr(cte_model, 'compiled', False):
-                    assert isinstance(cte_model,
-                                      tuple(COMPILED_TYPES.values()))
-                    cte_model = cast(NonSourceCompiledNode, cte_model)
-                    new_prepended_ctes = cte_model.extra_ctes
-
-                # if the cte_model isn't compiled, i.e. first time here
-                else:
-                    # This is an ephemeral parsed model that we can compile.
-                    # Compile and update the node
-                    cte_model = self._compile_node(
-                        cte_model, manifest, extra_context)
-                    # recursively call this method
-                    cte_model, new_prepended_ctes = \
-                        self._recursively_prepend_ctes(
-                            cte_model, manifest, extra_context
-                        )
-                    # Save compiled SQL file and sync manifest
-                    self._write_node(cte_model)
-                    manifest.sync_update_node(cte_model)
-
-                _extend_prepended_ctes(prepended_ctes, new_prepended_ctes)
-
-                new_cte_name = self.add_ephemeral_prefix(cte_model.name)
-                sql = f' {new_cte_name} as (\n{cte_model.compiled_sql}\n)'
+            new_cte_name = self.add_ephemeral_prefix(cte_model.name)
+            rendered_sql = (
+                cte_model._pre_injected_sql or cte_model.compiled_sql
+            )
+            sql = f' {new_cte_name} as (\n{rendered_sql}\n)'
 
             _add_prepended_cte(prepended_ctes, InjectedCTE(id=cte.id, sql=sql))
 
-        # We don't save injected_sql into compiled sql for ephemeral models
-        # because it will cause problems with processing of subsequent models.
-        # Ephemeral models do not produce executable SQL of their own.
-        if not model.is_ephemeral_model:
-            injected_sql = self._inject_ctes_into_sql(
-                model.compiled_sql,
-                prepended_ctes,
-            )
-            model.compiled_sql = injected_sql
+        injected_sql = self._inject_ctes_into_sql(
+            model.compiled_sql,
+            prepended_ctes,
+        )
+        model._pre_injected_sql = model.compiled_sql
+        model.compiled_sql = injected_sql
         model.extra_ctes_injected = True
         model.extra_ctes = prepended_ctes
-        model.validate(model.to_dict())
+        model.validate(model.to_dict(omit_none=True))
 
         manifest.update_node(model)
 
         return model, prepended_ctes
 
-    def _add_ctes(
-        self,
-        compiled_node: NonSourceCompiledNode,
-        manifest: Manifest,
-        extra_context: Dict[str, Any],
-    ) -> NonSourceCompiledNode:
-        """Wrap the data test SQL in a CTE."""
-
-        # for data tests, we need to insert a special CTE at the end of the
-        # list containing the test query, and then have the "real" query be a
-        # select count(*) from that model.
-        # the benefit of doing it this way is that _add_ctes() can be
-        # rewritten for different adapters to handle databases that don't
-        # support CTEs, or at least don't have full support.
-        if isinstance(compiled_node, CompiledDataTestNode):
-            # the last prepend (so last in order) should be the data test body.
-            # then we can add our select count(*) from _that_ cte as the "real"
-            # compiled_sql, and do the regular prepend logic from CTEs.
-            name = self._get_dbt_test_name()
-            cte = InjectedCTE(
-                id=name,
-                sql=f' {name} as (\n{compiled_node.compiled_sql}\n)'
-            )
-            compiled_node.extra_ctes.append(cte)
-            compiled_node.compiled_sql = f'\nselect count(*) from {name}'
-
-        return compiled_node
-
     # creates a compiled_node from the ManifestNode passed in,
     # creates a "context" dictionary for jinja rendering,
     # and then renders the "compiled_sql" using the node, the
@@ -388,7 +367,7 @@ class Compiler:
 
         logger.debug("Compiling {}".format(node.unique_id))
 
-        data = node.to_dict()
+        data = node.to_dict(omit_none=True)
         data.update({
             'compiled': False,
             'compiled_sql': None,
@@ -411,12 +390,6 @@ class Compiler:
 
         compiled_node.compiled = True
 
-        # add ctes for specific test nodes, and also for
-        # possible future use in adapters
-        compiled_node = self._add_ctes(
-            compiled_node, manifest, extra_context
-        )
-
         return compiled_node
 
     def write_graph_file(self, linker: Linker, manifest: Manifest):
@@ -451,13 +424,80 @@ class Compiler:
             self.link_node(linker, node, manifest)
         for exposure in manifest.exposures.values():
             self.link_node(linker, exposure, manifest)
-            # linker.add_node(exposure.unique_id)
 
         cycle = linker.find_cycles()
 
         if cycle:
             raise RuntimeError("Found a cycle: {}".format(cycle))
 
+        self.resolve_graph(linker, manifest)
+
+    def resolve_graph(self, linker: Linker, manifest: Manifest) -> None:
+        """ This method adds additional edges to the DAG. For a given non-test
+        executable node, add an edge from an upstream test to the given node if
+        the set of nodes the test depends on is a proper/strict subset of the
+        upstream nodes for the given node. """
+
+        # Given a graph:
+        # model1 --> model2 --> model3
+        #   |         |
+        #   |        \/
+        #  \/      test 2
+        # test1
+        #
+        # Produce the following graph:
+        # model1 --> model2 --> model3
+        #   |         |         /\ /\
+        #   |        \/         |  |
+        #  \/      test2 -------   |
+        # test1 -------------------
+
+        for node_id in linker.graph:
+            # If node is executable (in manifest.nodes) and does _not_
+            # represent a test, continue.
+            if (
+                node_id in manifest.nodes and
+                manifest.nodes[node_id].resource_type != NodeType.Test
+            ):
+                # Get *everything* upstream of the node
+                all_upstream_nodes = nx.traversal.bfs_tree(
+                    linker.graph, node_id, reverse=True
+                )
+                # Get the set of upstream nodes not including the current node.
+                upstream_nodes = set([
+                    n for n in all_upstream_nodes if n != node_id
+                ])
+
+                # Get all tests that depend on any upstream nodes.
+                upstream_tests = []
+                for upstream_node in upstream_nodes:
+                    upstream_tests += _get_tests_for_node(
+                        manifest,
+                        upstream_node
+                    )
+
+                for upstream_test in upstream_tests:
+                    # Get the set of all nodes that the test depends on
+                    # including the upstream_node itself. This is necessary
+                    # because tests can depend on multiple nodes (ex:
+                    # relationship tests). Test nodes do not distinguish
+                    # between what node the test is "testing" and what
+                    # node(s) it depends on.
+                    test_depends_on = set(
+                        manifest.nodes[upstream_test].depends_on_nodes
+                    )
+
+                    # If the set of nodes that an upstream test depends on
+                    # is a proper (or strict) subset of all upstream nodes of
+                    # the current node, add an edge from the upstream test
+                    # to the current node. Must be a proper/strict subset to
+                    # avoid adding a circular dependency to the graph.
+                    if (test_depends_on < upstream_nodes):
+                        linker.graph.add_edge(
+                            upstream_test,
+                            node_id
+                        )
+
     def compile(self, manifest: Manifest, write=True) -> Graph:
         self.initialize()
         linker = Linker()
@@ -480,18 +520,13 @@ class Compiler:
         logger.debug(f'Writing injected SQL for node "{node.unique_id}"')
 
         if node.compiled_sql:
-            node.build_path = node.write_node(
+            node.compiled_path = node.write_node(
                 self.config.target_path,
                 'compiled',
                 node.compiled_sql
             )
         return node
 
-    # This is the main entry point into this code. It's called by
-    # CompileRunner.compile, GenericRPCRunner.compile, and
-    # RunTask.get_hook_sql. It calls '_compile_node' to convert
-    # the node into a compiled node, and then calls the
-    # recursive method to "prepend" the ctes.
     def compile_node(
         self,
         node: ManifestNode,
@@ -499,6 +534,12 @@ class Compiler:
         extra_context: Optional[Dict[str, Any]] = None,
         write: bool = True,
     ) -> NonSourceCompiledNode:
+        """This is the main entry point into this code. It's called by
+        CompileRunner.compile, GenericRPCRunner.compile, and
+        RunTask.get_hook_sql. It calls '_compile_node' to convert
+        the node into a compiled node, and then calls the
+        recursive method to "prepend" the ctes.
+        """
         node = self._compile_node(node, manifest, extra_context)
 
         node, _ = self._recursively_prepend_ctes(

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
@@ -83,7 +84,8 @@ def read_user_config(directory: str) -> UserConfig:
 
 # The Profile class is included in RuntimeConfig, so any attribute
 # additions must also be set where the RuntimeConfig class is created
-@dataclass
+# `init=False` is a workaround for https://bugs.python.org/issue45081
+@dataclass(init=False)
 class Profile(HasCredentials):
     profile_name: str
     target_name: str
@@ -91,6 +93,23 @@ class Profile(HasCredentials):
     threads: int
     credentials: Credentials
 
+    def __init__(
+        self,
+        profile_name: str,
+        target_name: str,
+        config: UserConfig,
+        threads: int,
+        credentials: Credentials
+    ):
+        """Explicitly defining `__init__` to work around bug in Python 3.9.7
+        https://bugs.python.org/issue45081
+        """
+        self.profile_name = profile_name
+        self.target_name = target_name
+        self.config = config
+        self.threads = threads
+        self.credentials = credentials
+
     def to_profile_info(
         self, serialize_credentials: bool = False
     ) -> Dict[str, Any]:
@@ -110,8 +129,8 @@ class Profile(HasCredentials):
             'credentials': self.credentials,
         }
         if serialize_credentials:
-            result['config'] = self.config.to_dict()
-            result['credentials'] = self.credentials.to_dict()
+            result['config'] = self.config.to_dict(omit_none=True)
+            result['credentials'] = self.credentials.to_dict(omit_none=True)
         return result
 
     def to_target_dict(self) -> Dict[str, Any]:
@@ -124,7 +143,7 @@ class Profile(HasCredentials):
             'name': self.target_name,
             'target_name': self.target_name,
             'profile_name': self.profile_name,
-            'config': self.config.to_dict(),
+            'config': self.config.to_dict(omit_none=True),
         })
         return target
 
@@ -137,10 +156,10 @@ 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(omit_none=True)
+                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 +179,9 @@ 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 +254,7 @@ 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
@@ -346,18 +347,22 @@ class PartialProject(RenderComponents):
         # break many things
         quoting: Dict[str, Any] = {}
         if cfg.quoting is not None:
-            quoting = cfg.quoting.to_dict()
+            quoting = cfg.quoting.to_dict(omit_none=True)
 
+        dispatch: List[Dict[str, Any]]
         models: Dict[str, Any]
         seeds: Dict[str, Any]
         snapshots: Dict[str, Any]
         sources: Dict[str, Any]
+        tests: Dict[str, Any]
         vars_value: VarProvider
 
+        dispatch = cfg.dispatch
         models = cfg.models
         seeds = cfg.seeds
         snapshots = cfg.snapshots
         sources = cfg.sources
+        tests = cfg.tests
         if cfg.vars is None:
             vars_dict: Dict[str, Any] = {}
         else:
@@ -399,6 +404,7 @@ class PartialProject(RenderComponents):
             models=models,
             on_run_start=on_run_start,
             on_run_end=on_run_end,
+            dispatch=dispatch,
             seeds=seeds,
             snapshots=snapshots,
             dbt_version=dbt_version,
@@ -407,6 +413,7 @@ class PartialProject(RenderComponents):
             selectors=selectors,
             query_comment=query_comment,
             sources=sources,
+            tests=tests,
             vars=vars_value,
             config_version=cfg.config_version,
             unrendered=unrendered,
@@ -509,9 +516,11 @@ class Project:
     models: Dict[str, Any]
     on_run_start: List[str]
     on_run_end: List[str]
+    dispatch: List[Dict[str, Any]]
     seeds: Dict[str, Any]
     snapshots: Dict[str, Any]
     sources: Dict[str, Any]
+    tests: Dict[str, Any]
     vars: VarProvider
     dbt_version: List[VersionSpecifier]
     packages: Dict[str, Any]
@@ -567,9 +576,11 @@ class Project:
             'models': self.models,
             'on-run-start': self.on_run_start,
             'on-run-end': self.on_run_end,
+            'dispatch': self.dispatch,
             'seeds': self.seeds,
             'snapshots': self.snapshots,
             'sources': self.sources,
+            'tests': self.tests,
             'vars': self.vars.to_dict(),
             'require-dbt-version': [
                 v.to_version_string() for v in self.dbt_version
@@ -577,16 +588,17 @@ class Project:
             'config-version': self.config_version,
         })
         if self.query_comment:
-            result['query-comment'] = self.query_comment.to_dict()
+            result['query-comment'] = \
+                self.query_comment.to_dict(omit_none=True)
 
         if with_packages:
-            result.update(self.packages.to_dict())
+            result.update(self.packages.to_dict(omit_none=True))
 
         return result
 
     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
 
@@ -633,10 +645,27 @@ class Project:
     def hashed_name(self):
         return hashlib.md5(self.project_name.encode('utf-8')).hexdigest()
 
-    def get_selector(self, name: str) -> SelectionSpec:
+    def get_selector(self, name: str) -> Union[SelectionSpec, bool]:
         if name not in self.selectors:
             raise RuntimeException(
                 f'Could not find selector named {name}, expected one of '
                 f'{list(self.selectors)}'
             )
-        return self.selectors[name]
+        return self.selectors[name]["definition"]
+
+    def get_default_selector_name(self) -> Union[str, None]:
+        """This function fetch the default selector to use on `dbt run` (if any)
+        :return: either a selector if default is set or None
+        :rtype: Union[SelectionSpec, None]
+        """
+        for selector_name, selector in self.selectors.items():
+            if selector["default"] is True:
+                return selector_name
+
+        return None
+
+    def get_macro_search_order(self, macro_namespace: str):
+        for dispatch_entry in self.dispatch:
+            if dispatch_entry['macro_namespace'] == macro_namespace:
+                return dispatch_entry['search_order']
+        return None

core/dbt/config/renderer.py

@@ -145,9 +145,9 @@ class DbtProjectYamlRenderer(BaseRenderer):
         if first == 'vars':
             return False
 
-        if first in {'seeds', 'models', 'snapshots', 'seeds'}:
+        if first in {'seeds', 'models', 'snapshots', 'tests'}:
             keypath_parts = {
-                (k.lstrip('+') if isinstance(k, str) else k)
+                (k.lstrip('+ ') if isinstance(k, str) else k)
                 for k in keypath
             }
             # model-level hooks

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(
@@ -78,7 +78,7 @@ class RuntimeConfig(Project, Profile, AdapterRequiredConfig):
             get_relation_class_by_name(profile.credentials.type)
             .get_default_quote_policy()
             .replace_dict(_project_quoting_dict(project, profile))
-        ).to_dict()
+        ).to_dict(omit_none=True)
 
         cli_vars: Dict[str, Any] = parse_cli_vars(getattr(args, 'vars', '{}'))
 
@@ -102,6 +102,7 @@ class RuntimeConfig(Project, Profile, AdapterRequiredConfig):
             models=project.models,
             on_run_start=project.on_run_start,
             on_run_end=project.on_run_end,
+            dispatch=project.dispatch,
             seeds=project.seeds,
             snapshots=project.snapshots,
             dbt_version=project.dbt_version,
@@ -110,6 +111,7 @@ class RuntimeConfig(Project, Profile, AdapterRequiredConfig):
             selectors=project.selectors,
             query_comment=project.query_comment,
             sources=project.sources,
+            tests=project.tests,
             vars=project.vars,
             config_version=project.config_version,
             unrendered=project.unrendered,
@@ -174,7 +176,7 @@ 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
 
@@ -272,7 +274,7 @@ class RuntimeConfig(Project, Profile, AdapterRequiredConfig):
         return frozenset(paths)
 
     def get_resource_config_paths(self) -> Dict[str, PathSet]:
-        """Return a dictionary with 'seeds' and 'models' keys whose values are
+        """Return a dictionary with resource type keys whose values are
         lists of lists of strings, where each inner list of strings represents
         a configured path in the resource.
         """
@@ -281,6 +283,7 @@ class RuntimeConfig(Project, Profile, AdapterRequiredConfig):
             'seeds': self._get_config_paths(self.seeds),
             'snapshots': self._get_config_paths(self.snapshots),
             'sources': self._get_config_paths(self.sources),
+            'tests': self._get_config_paths(self.tests),
         }
 
     def get_unused_resource_config_paths(
@@ -326,6 +329,17 @@ class RuntimeConfig(Project, Profile, AdapterRequiredConfig):
         if self.dependencies is None:
             all_projects = {self.project_name: self}
             internal_packages = get_include_paths(self.credentials.type)
+            # raise exception if fewer installed packages than in packages.yml
+            count_packages_specified = len(self.packages.packages)  # type: ignore
+            count_packages_installed = len(tuple(self._get_project_directories()))
+            if count_packages_specified > count_packages_installed:
+                raise_compiler_error(
+                    f'dbt found {count_packages_specified} package(s) '
+                    f'specified in packages.yml, but only '
+                    f'{count_packages_installed} package(s) installed '
+                    f'in {self.modules_path}. Run "dbt deps" to '
+                    f'install package dependencies.'
+                )
             project_paths = itertools.chain(
                 internal_packages,
                 self._get_project_directories()
@@ -377,6 +391,10 @@ class UnsetCredentials(Credentials):
     def type(self):
         return None
 
+    @property
+    def unique_field(self):
+        return None
+
     def connection_info(self, *args, **kwargs):
         return {}
 
@@ -391,7 +409,7 @@ class UnsetConfig(UserConfig):
                 f"'UnsetConfig' object has no attribute {name}"
             )
 
-    def to_dict(self):
+    def __post_serialize__(self, dct):
         return {}
 
 
@@ -480,6 +498,7 @@ class UnsetProfileConfig(RuntimeConfig):
             models=project.models,
             on_run_start=project.on_run_start,
             on_run_end=project.on_run_end,
+            dispatch=project.dispatch,
             seeds=project.seeds,
             snapshots=project.snapshots,
             dbt_version=project.dbt_version,
@@ -488,6 +507,7 @@ class UnsetProfileConfig(RuntimeConfig):
             selectors=project.selectors,
             query_comment=project.query_comment,
             sources=project.sources,
+            tests=project.tests,
             vars=project.vars,
             config_version=project.config_version,
             unrendered=project.unrendered,

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 typing import Dict, Any, Union
+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
@@ -29,11 +29,14 @@ Validator Error:
 """
 
 
-class SelectorConfig(Dict[str, SelectionSpec]):
+class SelectorConfig(Dict[str, Dict[str, Union[SelectionSpec, bool]]]):
+
     @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)
+            validate_selector_default(selector_file)
             selectors = parse_from_selectors_definition(selector_file)
         except ValidationError as exc:
             yaml_sel_cfg = yaml.dump(exc.instance)
@@ -66,7 +69,7 @@ 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 +110,7 @@ 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)),
@@ -116,6 +119,24 @@ def selector_config_from_data(
     return selectors
 
 
+def validate_selector_default(selector_file: SelectorFile) -> None:
+    """Check if a selector.yml file has more than 1 default key set to true"""
+    default_set: bool = False
+    default_selector_name: Union[str, None] = None
+
+    for selector in selector_file.selectors:
+        if selector.default is True and default_set is False:
+            default_set = True
+            default_selector_name = selector.name
+            continue
+        if selector.default is True and default_set is True:
+            raise DbtSelectorsError(
+                "Error when parsing the selector file. "
+                "Found multiple selectors with `default: true`:"
+                f"{default_selector_name} and {selector.name}"
+            )
+
+
 # These are utilities to clean up the dictionary created from
 # selectors.yml by turning the cli-string format entries into
 # normalized dictionary entries. It parallels the flow in

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
 
@@ -536,4 +538,5 @@ class BaseContext(metaclass=ContextMeta):
 
 def generate_base_context(cli_vars: Dict[str, Any]) -> Dict[str, Any]:
     ctx = BaseContext(cli_vars)
+    # This is not a Mashumaro to_dict call
     return ctx.to_dict()

core/dbt/context/configured.py

@@ -75,8 +75,26 @@ class SchemaYamlContext(ConfiguredContext):
         )
 
 
+class MacroResolvingContext(ConfiguredContext):
+    def __init__(self, config):
+        super().__init__(config)
+
+    @contextproperty
+    def var(self) -> ConfiguredVar:
+        return ConfiguredVar(
+            self._ctx, self.config, self.config.project_name
+        )
+
+
 def generate_schema_yml(
     config: AdapterRequiredConfig, project_name: str
 ) -> Dict[str, Any]:
     ctx = SchemaYamlContext(config, project_name)
     return ctx.to_dict()
+
+
+def generate_macro_context(
+    config: AdapterRequiredConfig,
+) -> Dict[str, Any]:
+    ctx = MacroResolvingContext(config)
+    return ctx.to_dict()

core/dbt/context/context_config.py

@@ -41,6 +41,8 @@ class UnrenderedConfig(ConfigSource):
             model_configs = unrendered.get('snapshots')
         elif resource_type == NodeType.Source:
             model_configs = unrendered.get('sources')
+        elif resource_type == NodeType.Test:
+            model_configs = unrendered.get('tests')
         else:
             model_configs = unrendered.get('models')
 
@@ -61,6 +63,8 @@ class RenderedConfig(ConfigSource):
             model_configs = self.project.snapshots
         elif resource_type == NodeType.Source:
             model_configs = self.project.sources
+        elif resource_type == NodeType.Test:
+            model_configs = self.project.tests
         else:
             model_configs = self.project.models
         return model_configs
@@ -93,7 +97,7 @@ class BaseContextConfigGenerator(Generic[T]):
             result = {}
             for key, value in level_config.items():
                 if key.startswith('+'):
-                    result[key[1:]] = deepcopy(value)
+                    result[key[1:].strip()] = deepcopy(value)
                 elif not isinstance(value, dict):
                     result[key] = deepcopy(value)
 
@@ -116,11 +120,12 @@ class BaseContextConfigGenerator(Generic[T]):
 
     def calculate_node_config(
         self,
-        config_calls: List[Dict[str, Any]],
+        config_call_dict: Dict[str, Any],
         fqn: List[str],
         resource_type: NodeType,
         project_name: str,
         base: bool,
+        patch_config_dict: Dict[str, Any] = None
     ) -> BaseConfig:
         own_config = self.get_node_project(project_name)
 
@@ -130,8 +135,15 @@ class BaseContextConfigGenerator(Generic[T]):
         for fqn_config in project_configs:
             result = self._update_from_config(result, fqn_config)
 
-        for config_call in config_calls:
-            result = self._update_from_config(result, config_call)
+        # When schema files patch config, it has lower precedence than
+        # config in the models (config_call_dict), so we add the patch_config_dict
+        # before the config_call_dict
+        if patch_config_dict:
+            result = self._update_from_config(result, patch_config_dict)
+
+        # config_calls are created in the 'experimental' model parser and
+        # the ParseConfigObject (via add_config_call)
+        result = self._update_from_config(result, config_call_dict)
 
         if own_config.project_name != self._active_project.project_name:
             for fqn_config in self._active_project_configs(fqn, resource_type):
@@ -143,11 +155,12 @@ class BaseContextConfigGenerator(Generic[T]):
     @abstractmethod
     def calculate_node_config_dict(
         self,
-        config_calls: List[Dict[str, Any]],
+        config_call_dict: Dict[str, Any],
         fqn: List[str],
         resource_type: NodeType,
         project_name: str,
         base: bool,
+        patch_config_dict: Dict[str, Any],
     ) -> Dict[str, Any]:
         ...
 
@@ -165,7 +178,7 @@ 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(
@@ -182,21 +195,23 @@ class ContextConfigGenerator(BaseContextConfigGenerator[C]):
 
     def calculate_node_config_dict(
         self,
-        config_calls: List[Dict[str, Any]],
+        config_call_dict: Dict[str, Any],
         fqn: List[str],
         resource_type: NodeType,
         project_name: str,
         base: bool,
+        patch_config_dict: dict = None
     ) -> Dict[str, Any]:
         config = self.calculate_node_config(
-            config_calls=config_calls,
+            config_call_dict=config_call_dict,
             fqn=fqn,
             resource_type=resource_type,
             project_name=project_name,
             base=base,
+            patch_config_dict=patch_config_dict
         )
         finalized = config.finalize_and_validate()
-        return finalized.to_dict()
+        return finalized.to_dict(omit_none=True)
 
 
 class UnrenderedConfigGenerator(BaseContextConfigGenerator[Dict[str, Any]]):
@@ -205,18 +220,20 @@ class UnrenderedConfigGenerator(BaseContextConfigGenerator[Dict[str, Any]]):
 
     def calculate_node_config_dict(
         self,
-        config_calls: List[Dict[str, Any]],
+        config_call_dict: Dict[str, Any],
         fqn: List[str],
         resource_type: NodeType,
         project_name: str,
         base: bool,
+        patch_config_dict: dict = None
     ) -> Dict[str, Any]:
         return self.calculate_node_config(
-            config_calls=config_calls,
+            config_call_dict=config_call_dict,
             fqn=fqn,
             resource_type=resource_type,
             project_name=project_name,
             base=base,
+            patch_config_dict=patch_config_dict
         )
 
     def initial_result(
@@ -247,20 +264,39 @@ class ContextConfig:
         resource_type: NodeType,
         project_name: str,
     ) -> None:
-        self._config_calls: List[Dict[str, Any]] = []
+        self._config_call_dict: Dict[str, Any] = {}
         self._active_project = active_project
         self._fqn = fqn
         self._resource_type = resource_type
         self._project_name = project_name
 
-    def update_in_model_config(self, opts: Dict[str, Any]) -> None:
-        self._config_calls.append(opts)
+    def add_config_call(self, opts: Dict[str, Any]) -> None:
+        dct = self._config_call_dict
+        self._add_config_call(dct, opts)
+
+    @classmethod
+    def _add_config_call(cls, config_call_dict, opts: Dict[str, Any]) -> None:
+        for k, v in opts.items():
+            # MergeBehavior for post-hook and pre-hook is to collect all
+            # values, instead of overwriting
+            if k in BaseConfig.mergebehavior['append']:
+                if not isinstance(v, list):
+                    v = [v]
+            if k in BaseConfig.mergebehavior['update'] and not isinstance(v, dict):
+                raise InternalException(f'expected dict, got {v}')
+            if k in config_call_dict and isinstance(config_call_dict[k], list):
+                config_call_dict[k].extend(v)
+            elif k in config_call_dict and isinstance(config_call_dict[k], dict):
+                config_call_dict[k].update(v)
+            else:
+                config_call_dict[k] = v
 
     def build_config_dict(
         self,
         base: bool = False,
         *,
         rendered: bool = True,
+        patch_config_dict: dict = None
     ) -> Dict[str, Any]:
         if rendered:
             src = ContextConfigGenerator(self._active_project)
@@ -268,9 +304,10 @@ class ContextConfig:
             src = UnrenderedConfigGenerator(self._active_project)
 
         return src.calculate_node_config_dict(
-            config_calls=self._config_calls,
+            config_call_dict=self._config_call_dict,
             fqn=self._fqn,
             resource_type=self._resource_type,
             project_name=self._project_name,
             base=base,
+            patch_config_dict=patch_config_dict
         )

core/dbt/context/docs.py

@@ -57,14 +57,19 @@ class DocsRuntimeContext(SchemaYamlContext):
         else:
             doc_invalid_args(self.node, args)
 
+        # ParsedDocumentation
         target_doc = self.manifest.resolve_doc(
             doc_name,
             doc_package_name,
             self._project_name,
             self.node.package_name,
         )
-
-        if target_doc is None:
+        if target_doc:
+            file_id = target_doc.file_id
+            if file_id in self.manifest.files:
+                source_file = self.manifest.files[file_id]
+                source_file.add_node(self.node.unique_id)
+        else:
             doc_target_not_found(self.node, doc_name, doc_package_name)
 
         return target_doc.block_contents
@@ -77,4 +82,5 @@ def generate_runtime_docs(
     current_project: str,
 ) -> Dict[str, Any]:
     ctx = DocsRuntimeContext(config, target, manifest, current_project)
+    # This is not a Mashumaro to_dict call
     return ctx.to_dict()

core/dbt/context/macro_resolver.py

@@ -0,0 +1,199 @@
+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 macro unique_id without
+# processing every macro in the project.
+# Note: the root project macros override everything in the
+# dbt internal projects. External projects (dependencies) will
+# use their own macros first, then pull from the root project
+# followed by dbt internal projects.
+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])
+
+    # search order:
+    # local_namespace (package of particular node), not including
+    #    the internal packages or the root package
+    #    This means that within an extra package, it uses its own macros
+    # root package namespace
+    # non-internal packages (that aren't local or root)
+    # dbt internal packages
+    def _build_macros_by_name(self):
+        macros_by_name = {}
+
+        # all internal packages (already in the right order)
+        for macro in self.internal_packages_namespace.values():
+            macros_by_name[macro.name] = macro
+
+        # non-internal packages
+        for fnamespace in self.packages.values():
+            for macro in fnamespace.values():
+                macros_by_name[macro.name] = macro
+
+        # root package macros
+        for macro in self.root_package_macros.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(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]
+        # Now look up in the standard search order
+        if macro_name in self.macros_by_name:
+            return self.macros_by_name[macro_name]
+        return None
+
+    def get_macro_id(self, local_package, macro_name):
+        macro = self.get_macro(local_package, macro_name)
+        if macro is None:
+            return None
+        else:
+            return macro.unique_id
+
+
+# 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  # can be none
+        self.thread_ctx = thread_ctx
+        self.local_namespace = {}
+        self.project_namespace = {}
+        if depends_on_macros:
+            dep_macros = []
+            self.recursively_get_depends_on_macros(depends_on_macros, dep_macros)
+            for macro_unique_id in dep_macros:
+                if macro_unique_id in self.macro_resolver.macros:
+                    # Split up the macro unique_id to get the project_name
+                    (_, project_name, macro_name) = macro_unique_id.split('.')
+                    # Save the plain macro_name in the local_namespace
+                    macro = self.macro_resolver.macros[macro_unique_id]
+                    macro_gen = MacroGenerator(
+                        macro, self.ctx, self.node, self.thread_ctx,
+                    )
+                    self.local_namespace[macro_name] = macro_gen
+                    # We also need the two part macro name
+                    if project_name not in self.project_namespace:
+                        self.project_namespace[project_name] = {}
+                    self.project_namespace[project_name][macro_name] = macro_gen
+
+    def recursively_get_depends_on_macros(self, depends_on_macros, dep_macros):
+        for macro_unique_id in depends_on_macros:
+            if macro_unique_id in dep_macros:
+                continue
+            dep_macros.append(macro_unique_id)
+            if macro_unique_id in self.macro_resolver.macros:
+                macro = self.macro_resolver.macros[macro_unique_id]
+                if macro.depends_on.macros:
+                    self.recursively_get_depends_on_macros(macro.depends_on.macros, dep_macros)
+
+    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.macro_resolver.packages:
+            macro = self.macro_resolver.packages[package_name].get(name)
+        else:
+            raise_compiler_error(
+                f"Could not find package '{package_name}'"
+            )
+        if not macro:
+            return None
+        macro_func = MacroGenerator(
+            macro, self.ctx, self.node, self.thread_ctx
+        )
+        return macro_func

core/dbt/context/macros.py

@@ -15,13 +15,21 @@ 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.
+# When this class is created it has a static 'local_namespace' which
+# depends on the package of the node, so it only works for one
+# particular local package at a time for "flattening" into a context.
+# 'get_by_package' should work for any macro.
 class MacroNamespace(Mapping):
     def __init__(
         self,
-        global_namespace: FlatNamespace,
-        local_namespace: FlatNamespace,
-        global_project_namespace: FlatNamespace,
-        packages: Dict[str, FlatNamespace],
+        global_namespace: FlatNamespace,  # root package macros
+        local_namespace: FlatNamespace,   # packages for *this* node
+        global_project_namespace: FlatNamespace,  # internal packages
+        packages: Dict[str, FlatNamespace],  # non-internal packages
     ):
         self.global_namespace: FlatNamespace = global_namespace
         self.local_namespace: FlatNamespace = local_namespace
@@ -29,20 +37,24 @@ class MacroNamespace(Mapping):
         self.global_project_namespace: FlatNamespace = global_project_namespace
 
     def _search_order(self) -> Iterable[Union[FullNamespace, FlatNamespace]]:
-        yield self.local_namespace
-        yield self.global_namespace
-        yield self.packages
+        yield self.local_namespace   # local package
+        yield self.global_namespace  # root package
+        yield self.packages          # non-internal packages
         yield {
-            GLOBAL_PROJECT_NAME: self.global_project_namespace,
+            GLOBAL_PROJECT_NAME: self.global_project_namespace,  # dbt
         }
-        yield self.global_project_namespace
+        yield self.global_project_namespace  # other internal project besides dbt
 
+    # 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 +84,10 @@ 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 +99,17 @@ 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, since
+        # the root package acts as a "global" namespace, overriding
+        # everything else except local external package macro calls
         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 +117,28 @@ 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 +148,12 @@ 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
 
@@ -143,11 +171,12 @@ 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(
-            global_namespace=self.globals,
-            local_namespace=self.locals,
-            global_project_namespace=global_project_namespace,
-            packages=self.packages,
+            global_namespace=self.globals,  # root package macros
+            local_namespace=self.locals,  # packages for *this* node
+            global_project_namespace=global_project_namespace,  # internal packages
+            packages=self.packages,  # non internal_packages
         )

core/dbt/context/manifest.py

@@ -3,6 +3,7 @@ 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.context.macro_resolver import TestMacroNamespace
 
 
 from .configured import ConfiguredContext
@@ -24,12 +25,20 @@ class ManifestContext(ConfiguredContext):
     ) -> 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 +55,16 @@ 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)
+            dct.update(self.namespace.project_namespace)
+        else:
+            dct.update(self.namespace)
         return dct
 
 

core/dbt/context/providers.py

@@ -8,17 +8,22 @@ from typing_extensions import Protocol
 
 from dbt import deprecations
 from dbt.adapters.base.column import Column
-from dbt.adapters.factory import get_adapter, get_adapter_package_names
+from dbt.adapters.factory import (
+    get_adapter, get_adapter_package_names, get_adapter_type_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, Disabled
+)
 from dbt.contracts.graph.compiled import (
     CompiledResource,
     CompiledSeedNode,
@@ -104,14 +109,18 @@ class BaseDatabaseWrapper:
         return self._adapter.commit_if_has_connection()
 
     def _get_adapter_macro_prefixes(self) -> List[str]:
-        # a future version of this could have plugins automatically call fall
-        # back to their dependencies' dependencies by using
-        # `get_adapter_type_names` instead of `[self.config.credentials.type]`
-        search_prefixes = [self._adapter.type(), 'default']
+        # order matters for dispatch:
+        #  1. current adapter
+        #  2. any parent adapters (dependencies)
+        #  3. 'default'
+        search_prefixes = get_adapter_type_names(self._adapter.type()) + ['default']
         return search_prefixes
 
     def dispatch(
-        self, macro_name: str, packages: Optional[List[str]] = None
+        self,
+        macro_name: str,
+        macro_namespace: Optional[str] = None,
+        packages: Optional[List[str]] = None,
     ) -> MacroGenerator:
         search_packages: List[Optional[str]]
 
@@ -125,15 +134,25 @@ class BaseDatabaseWrapper:
             )
             raise CompilationException(msg)
 
-        if packages is None:
+        if packages is not None:
+            deprecations.warn('dispatch-packages', macro_name=macro_name)
+
+        namespace = packages if packages else macro_namespace
+
+        if namespace is None:
             search_packages = [None]
-        elif isinstance(packages, str):
-            raise CompilationException(
-                f'In adapter.dispatch, got a string packages argument '
-                f'("{packages}"), but packages should be None or a list.'
-            )
+        elif isinstance(namespace, str):
+            search_packages = self._adapter.config.get_macro_search_order(namespace)
+            if not search_packages and namespace in self._adapter.config.dependencies:
+                search_packages = [namespace]
+            if not search_packages:
+                raise CompilationException(
+                    f'In adapter.dispatch, got a string packages argument '
+                    f'("{packages}"), but packages should be None or a list.'
+                )
         else:
-            search_packages = packages
+            # Not a string and not None so must be a list
+            search_packages = namespace
 
         attempts = []
 
@@ -141,6 +160,7 @@ 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
                     )
@@ -259,7 +279,7 @@ class Config(Protocol):
         ...
 
 
-# `config` implementations
+# Implementation of "config(..)" calls in models
 class ParseConfigObject(Config):
     def __init__(self, model, context_config: Optional[ContextConfig]):
         self.model = model
@@ -296,7 +316,7 @@ class ParseConfigObject(Config):
             raise RuntimeException(
                 'At parse time, did not receive a context config'
             )
-        self.context_config.update_in_model_config(opts)
+        self.context_config.add_config_call(opts)
         return ''
 
     def set(self, name, value):
@@ -638,10 +658,13 @@ 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
@@ -1108,7 +1131,7 @@ class ProviderContext(ManifestContext):
 
     @contextproperty('model')
     def ctx_model(self) -> Dict[str, Any]:
-        return self.model.to_dict()
+        return self.model.to_dict(omit_none=True)
 
     @contextproperty
     def pre_hooks(self) -> Optional[List[Dict[str, Any]]]:
@@ -1172,14 +1195,13 @@ class ProviderContext(ManifestContext):
         """
         deprecations.warn('adapter-macro', macro_name=name)
         original_name = name
-        package_names: Optional[List[str]] = None
+        package_name = None
         if '.' in name:
             package_name, name = name.split('.', 1)
-            package_names = [package_name]
 
         try:
             macro = self.db_wrapper.dispatch(
-                macro_name=name, packages=package_names
+                macro_name=name, macro_namespace=package_name
             )
         except CompilationException as exc:
             raise CompilationException(
@@ -1221,18 +1243,18 @@ class ModelContext(ProviderContext):
 
     @contextproperty
     def pre_hooks(self) -> List[Dict[str, Any]]:
-        if isinstance(self.model, ParsedSourceDefinition):
+        if self.model.resource_type in [NodeType.Source, NodeType.Test]:
             return []
         return [
-            h.to_dict() for h in self.model.config.pre_hook
+            h.to_dict(omit_none=True) for h in self.model.config.pre_hook
         ]
 
     @contextproperty
     def post_hooks(self) -> List[Dict[str, Any]]:
-        if isinstance(self.model, ParsedSourceDefinition):
+        if self.model.resource_type in [NodeType.Source, NodeType.Test]:
             return []
         return [
-            h.to_dict() for h in self.model.config.post_hook
+            h.to_dict(omit_none=True) for h in self.model.config.post_hook
         ]
 
     @contextproperty
@@ -1289,27 +1311,21 @@ 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,
     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()
 
 
@@ -1387,3 +1403,68 @@ 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()
+        # We need to rebuild this because it's already been built by
+        # the ProviderContext with the wrong namespace.
+        self.db_wrapper = self.provider.DatabaseWrapper(
+            self.adapter, self.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
+        lookup_macros = depends_on_macros.copy()
+        for macro_unique_id in lookup_macros:
+            lookup_macro = self.macro_resolver.macros.get(macro_unique_id)
+            if lookup_macro:
+                depends_on_macros.extend(lookup_macro.depends_on.macros)
+
+        macro_namespace = TestMacroNamespace(
+            self.macro_resolver, self._ctx, self.model, 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

@@ -1,29 +1,31 @@
 import abc
 import itertools
+import hashlib
 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, HyphenatedDbtClassMixin,
+    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 +42,19 @@ 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 +114,7 @@ class LazyHandle:
 # will work.
 @dataclass  # type: ignore
 class Credentials(
-    ExtensibleJsonSchemaMixin,
+    ExtensibleDbtClassMixin,
     Replaceable,
     metaclass=abc.ABCMeta
 ):
@@ -127,12 +128,21 @@ class Credentials(
             'type not implemented for base credentials class'
         )
 
+    @abc.abstractproperty
+    def unique_field(self) -> str:
+        raise NotImplementedError(
+            'type not implemented for base credentials class'
+        )
+
+    def hashed_unique_field(self) -> str:
+        return hashlib.md5(self.unique_field.encode('utf-8')).hexdigest()
+
     def connection_info(
         self, *, with_aliases: bool = False
     ) -> 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(omit_none=False)
         connection_keys = set(self._connection_keys())
         aliases: List[str] = []
         if with_aliases:
@@ -148,9 +158,10 @@ class Credentials(
         raise NotImplementedError
 
     @classmethod
-    def from_dict(cls, data):
+    def __pre_deserialize__(cls, data):
+        data = super().__pre_deserialize__(data)
         data = cls.translate_aliases(data)
-        return super().from_dict(data)
+        return data
 
     @classmethod
     def translate_aliases(
@@ -158,31 +169,26 @@ 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):
+        # 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
@@ -216,9 +222,10 @@ DEFAULT_QUERY_COMMENT = '''
 
 
 @dataclass
-class QueryComment(JsonSchemaMixin):
+class QueryComment(HyphenatedDbtClassMixin):
     comment: str = DEFAULT_QUERY_COMMENT
     append: bool = False
+    job_label: bool = False
 
 
 class AdapterRequiredConfig(HasCredentials, Protocol):

core/dbt/contracts/files.py

@@ -1,23 +1,48 @@
 import hashlib
 import os
 from dataclasses import dataclass, field
-from typing import List, Optional, Union
+from mashumaro.types import SerializableType
+from typing import List, Optional, Union, Dict, Any
 
-from hologram import JsonSchemaMixin
+from dbt.dataclass_schema import dbtClassMixin, StrEnum
 
-from dbt.exceptions import InternalException
-
-from .util import MacroKey, SourceKey
+from .util import SourceKey
 
 
 MAXIMUM_SEED_SIZE = 1 * 1024 * 1024
 MAXIMUM_SEED_SIZE_NAME = '1MB'
 
 
+class ParseFileType(StrEnum):
+    Macro = 'macro'
+    Model = 'model'
+    Snapshot = 'snapshot'
+    Analysis = 'analysis'
+    Test = 'test'
+    Seed = 'seed'
+    Documentation = 'docs'
+    Schema = 'schema'
+    Hook = 'hook'   # not a real filetype, from dbt_project.yml
+
+
+parse_file_type_to_parser = {
+    ParseFileType.Macro: 'MacroParser',
+    ParseFileType.Model: 'ModelParser',
+    ParseFileType.Snapshot: 'SnapshotParser',
+    ParseFileType.Analysis: 'AnalysisParser',
+    ParseFileType.Test: 'DataTestParser',
+    ParseFileType.Seed: 'SeedParser',
+    ParseFileType.Documentation: 'DocumentationParser',
+    ParseFileType.Schema: 'SchemaParser',
+    ParseFileType.Hook: 'HookParser',
+}
+
+
 @dataclass
-class FilePath(JsonSchemaMixin):
+class FilePath(dbtClassMixin):
     searched_path: str
     relative_path: str
+    modification_time: float
     project_root: str
 
     @property
@@ -51,7 +76,7 @@ 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 +116,7 @@ class FileHash(JsonSchemaMixin):
 
 
 @dataclass
-class RemoteFile(JsonSchemaMixin):
+class RemoteFile(dbtClassMixin):
     @property
     def searched_path(self) -> str:
         return 'from remote system'
@@ -108,50 +133,61 @@ class RemoteFile(JsonSchemaMixin):
     def original_file_path(self):
         return 'from remote system'
 
+    @property
+    def modification_time(self):
+        return 'from remote system'
+
 
 @dataclass
-class SourceFile(JsonSchemaMixin):
+class BaseSourceFile(dbtClassMixin, SerializableType):
     """Define a source file in dbt"""
     path: Union[FilePath, RemoteFile]  # the path information
     checksum: FileHash
+    # Seems like knowing which project the file came from would be useful
+    project_name: Optional[str] = None
+    # Parse file type: i.e. which parser will process this file
+    parse_file_type: Optional[ParseFileType] = None
     # we don't want to serialize this
-    _contents: Optional[str] = None
+    contents: Optional[str] = None
     # the unique IDs contained in this file
+
+    @property
+    def file_id(self):
+        if isinstance(self.path, RemoteFile):
+            return None
+        return f'{self.project_name}://{self.path.original_file_path}'
+
+    def _serialize(self):
+        dct = self.to_dict()
+        return dct
+
+    @classmethod
+    def _deserialize(cls, dct: Dict[str, int]):
+        if dct['parse_file_type'] == 'schema':
+            sf = SchemaSourceFile.from_dict(dct)
+        else:
+            sf = SourceFile.from_dict(dct)
+        return sf
+
+    def __post_serialize__(self, dct):
+        dct = super().__post_serialize__(dct)
+        # remove empty lists to save space
+        dct_keys = list(dct.keys())
+        for key in dct_keys:
+            if isinstance(dct[key], list) and not dct[key]:
+                del dct[key]
+        # remove contents. Schema files will still have 'dict_from_yaml'
+        # from the contents
+        if 'contents' in dct:
+            del dct['contents']
+        return dct
+
+
+@dataclass
+class SourceFile(BaseSourceFile):
     nodes: List[str] = field(default_factory=list)
     docs: List[str] = field(default_factory=list)
     macros: List[str] = field(default_factory=list)
-    sources: List[str] = field(default_factory=list)
-    exposures: List[str] = field(default_factory=list)
-    # any node patches in this file. The entries are names, not unique ids!
-    patches: List[str] = field(default_factory=list)
-    # any macro patches in this file. The entries are package, name pairs.
-    macro_patches: List[MacroKey] = field(default_factory=list)
-    # any source patches in this file. The entries are package, name pairs
-    source_patches: List[SourceKey] = field(default_factory=list)
-
-    @property
-    def search_key(self) -> Optional[str]:
-        if isinstance(self.path, RemoteFile):
-            return None
-        if self.checksum.name == 'none':
-            return None
-        return self.path.search_key
-
-    @property
-    def contents(self) -> str:
-        if self._contents is None:
-            raise InternalException('SourceFile has no contents!')
-        return self._contents
-
-    @contents.setter
-    def contents(self, value):
-        self._contents = value
-
-    @classmethod
-    def empty(cls, path: FilePath) -> 'SourceFile':
-        self = cls(path=path, checksum=FileHash.empty())
-        self.contents = ''
-        return self
 
     @classmethod
     def big_seed(cls, path: FilePath) -> 'SourceFile':
@@ -160,8 +196,106 @@ class SourceFile(JsonSchemaMixin):
         self.contents = ''
         return self
 
+    def add_node(self, value):
+        if value not in self.nodes:
+            self.nodes.append(value)
+
+    # TODO: do this a different way. This remote file kludge isn't going
+    # to work long term
     @classmethod
-    def remote(cls, contents: str) -> 'SourceFile':
-        self = cls(path=RemoteFile(), checksum=FileHash.empty())
-        self.contents = contents
+    def remote(cls, contents: str, project_name: str) -> 'SourceFile':
+        self = cls(
+            path=RemoteFile(),
+            checksum=FileHash.from_contents(contents),
+            project_name=project_name,
+            contents=contents,
+        )
         return self
+
+
+@dataclass
+class SchemaSourceFile(BaseSourceFile):
+    dfy: Dict[str, Any] = field(default_factory=dict)
+    # these are in the manifest.nodes dictionary
+    tests: Dict[str, Any] = field(default_factory=dict)
+    sources: List[str] = field(default_factory=list)
+    exposures: List[str] = field(default_factory=list)
+    # node patches contain models, seeds, snapshots, analyses
+    ndp: List[str] = field(default_factory=list)
+    # any macro patches in this file by macro unique_id.
+    mcp: Dict[str, str] = field(default_factory=dict)
+    # any source patches in this file. The entries are package, name pairs
+    # Patches are only against external sources. Sources can be
+    # created too, but those are in 'sources'
+    sop: List[SourceKey] = field(default_factory=list)
+    pp_dict: Optional[Dict[str, Any]] = None
+    pp_test_index: Optional[Dict[str, Any]] = None
+
+    @property
+    def dict_from_yaml(self):
+        return self.dfy
+
+    @property
+    def node_patches(self):
+        return self.ndp
+
+    @property
+    def macro_patches(self):
+        return self.mcp
+
+    @property
+    def source_patches(self):
+        return self.sop
+
+    def __post_serialize__(self, dct):
+        dct = super().__post_serialize__(dct)
+        # Remove partial parsing specific data
+        for key in ('pp_files', 'pp_test_index', 'pp_dict'):
+            if key in dct:
+                del dct[key]
+        return dct
+
+    def append_patch(self, yaml_key, unique_id):
+        self.node_patches.append(unique_id)
+
+    def add_test(self, node_unique_id, test_from):
+        name = test_from['name']
+        key = test_from['key']
+        if key not in self.tests:
+            self.tests[key] = {}
+        if name not in self.tests[key]:
+            self.tests[key][name] = []
+        self.tests[key][name].append(node_unique_id)
+
+    def remove_tests(self, yaml_key, name):
+        if yaml_key in self.tests:
+            if name in self.tests[yaml_key]:
+                del self.tests[yaml_key][name]
+
+    def get_tests(self, yaml_key, name):
+        if yaml_key in self.tests:
+            if name in self.tests[yaml_key]:
+                return self.tests[yaml_key][name]
+        return []
+
+    def get_key_and_name_for_test(self, test_unique_id):
+        yaml_key = None
+        block_name = None
+        for key in self.tests.keys():
+            for name in self.tests[key]:
+                for unique_id in self.tests[key][name]:
+                    if unique_id == test_unique_id:
+                        yaml_key = key
+                        block_name = name
+                        break
+        return (yaml_key, block_name)
+
+    def get_all_test_ids(self):
+        test_ids = []
+        for key in self.tests.keys():
+            for name in self.tests[key]:
+                test_ids.extend(self.tests[key][name])
+        return test_ids
+
+
+AnySourceFile = Union[SchemaSourceFile, SourceFile]

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
@@ -43,6 +43,7 @@ class CompiledNode(ParsedNode, CompiledNodeMixin):
     extra_ctes_injected: bool = False
     extra_ctes: List[InjectedCTE] = field(default_factory=list)
     relation_name: Optional[str] = None
+    _pre_injected_sql: Optional[str] = None
 
     def set_cte(self, cte_id: str, sql: str):
         """This is the equivalent of what self.extra_ctes[cte_id] = sql would
@@ -55,6 +56,12 @@ class CompiledNode(ParsedNode, CompiledNodeMixin):
         else:
             self.extra_ctes.append(InjectedCTE(id=cte_id, sql=sql))
 
+    def __post_serialize__(self, dct):
+        dct = super().__post_serialize__(dct)
+        if '_pre_injected_sql' in dct:
+            del dct['_pre_injected_sql']
+        return dct
+
 
 @dataclass
 class CompiledAnalysisNode(CompiledNode):
@@ -102,7 +109,9 @@ class CompiledSnapshotNode(CompiledNode):
 @dataclass
 class CompiledDataTestNode(CompiledNode):
     resource_type: NodeType = field(metadata={'restrict': [NodeType.Test]})
-    config: TestConfig = field(default_factory=TestConfig)
+    # Was not able to make mypy happy and keep the code working. We need to
+    # refactor the various configs.
+    config: TestConfig = field(default_factory=TestConfig)  # type:ignore
 
 
 @dataclass
@@ -110,16 +119,9 @@ class CompiledSchemaTestNode(CompiledNode, HasTestMetadata):
     # keep this in sync with ParsedSchemaTestNode!
     resource_type: NodeType = field(metadata={'restrict': [NodeType.Test]})
     column_name: Optional[str] = None
-    config: TestConfig = field(default_factory=TestConfig)
-
-    def same_config(self, other) -> bool:
-        return (
-            self.unrendered_config.get('severity') ==
-            other.unrendered_config.get('severity')
-        )
-
-    def same_column_name(self, other) -> bool:
-        return self.column_name == other.column_name
+    # Was not able to make mypy happy and keep the code working. We need to
+    # refactor the various configs.
+    config: TestConfig = field(default_factory=TestConfig)  # type:ignore
 
     def same_contents(self, other) -> bool:
         if other is None:
@@ -178,8 +180,7 @@ 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(omit_none=True))
 
 
 NonSourceCompiledNode = Union[

core/dbt/contracts/graph/model_config.py

@@ -2,21 +2,13 @@ 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, 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.exceptions import InternalException, CompilationException
 from dbt.contracts.util import Replaceable, list_str
 from dbt import hooks
 from dbt.node_types import NodeType
@@ -170,22 +162,15 @@ 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
@@ -196,19 +181,23 @@ T = TypeVar('T', bound='BaseConfig')
 
 @dataclass
 class BaseConfig(
-    AdditionalPropertiesAllowed, Replaceable, MutableMapping[str, Any]
+    AdditionalPropertiesAllowed, Replaceable
 ):
-    # Implement MutableMapping so this config will behave as some macros expect
-    # during parsing (notably, syntax like `{{ node.config['schema'] }}`)
+
+    # enable syntax like: config['key']
     def __getitem__(self, key):
-        """Handle parse-time use of `config` as a dictionary, making the extra
-        values available during parsing.
-        """
+        return self.get(key)
+
+    # like doing 'get' on a dictionary
+    def get(self, key, default=None):
         if hasattr(self, key):
             return getattr(self, key)
-        else:
+        elif key in self._extra:
             return self._extra[key]
+        else:
+            return default
 
+    # enable syntax like: config['key'] = value
     def __setitem__(self, key, value):
         if hasattr(self, key):
             setattr(self, key, value)
@@ -278,8 +267,15 @@ class BaseConfig(
                     return False
         return True
 
+    # This is used in 'add_config_call' to created the combined config_call_dict.
+    # 'meta' moved here from node
+    mergebehavior = {
+        "append": ['pre-hook', 'pre_hook', 'post-hook', 'post_hook', 'tags'],
+        "update": ['quoting', 'column_types', 'meta'],
+    }
+
     @classmethod
-    def _extract_dict(
+    def _merge_dicts(
         cls, src: Dict[str, Any], data: Dict[str, Any]
     ) -> Dict[str, Any]:
         """Find all the items in data that match a target_field on this class,
@@ -313,29 +309,6 @@ 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:
@@ -344,35 +317,37 @@ 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(omit_none=False)
 
         adapter_config_cls = get_config_class_by_name(adapter_type)
 
-        self_merged = self._extract_dict(dct, data)
+        self_merged = self._merge_dicts(dct, data)
         dct.update(self_merged)
 
-        adapter_merged = adapter_config_cls._extract_dict(dct, data)
+        adapter_merged = adapter_config_cls._merge_dicts(dct, data)
         dct.update(adapter_merged)
 
         # any remaining fields must be "clobber"
         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(omit_none=False)
+        self.validate(dct)
         return self.from_dict(dct)
 
     def replace(self, **kwargs):
-        dct = self.to_dict(validate=False)
+        dct = self.to_dict(omit_none=True)
 
         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
@@ -381,33 +356,8 @@ class SourceConfig(BaseConfig):
 
 
 @dataclass
-class NodeConfig(BaseConfig):
+class NodeAndTestConfig(BaseConfig):
     enabled: bool = True
-    materialized: str = 'view'
-    persist_docs: Dict[str, Any] = field(default_factory=dict)
-    post_hook: List[Hook] = field(
-        default_factory=list,
-        metadata=MergeBehavior.Append.meta(),
-    )
-    pre_hook: List[Hook] = field(
-        default_factory=list,
-        metadata=MergeBehavior.Append.meta(),
-    )
-    # this only applies for config v1, so it doesn't participate in comparison
-    vars: Dict[str, Any] = field(
-        default_factory=dict,
-        metadata=metas(CompareBehavior.Exclude, MergeBehavior.Update),
-    )
-    quoting: Dict[str, Any] = field(
-        default_factory=dict,
-        metadata=MergeBehavior.Update.meta(),
-    )
-    # This is actually only used by seeds. Should it be available to others?
-    # That would be a breaking change!
-    column_types: Dict[str, Any] = field(
-        default_factory=dict,
-        metadata=MergeBehavior.Update.meta(),
-    )
     # these fields are included in serialized output, but are not part of
     # config comparison (they are part of database_representation)
     alias: Optional[str] = field(
@@ -428,15 +378,67 @@ class NodeConfig(BaseConfig):
                        MergeBehavior.Append,
                        CompareBehavior.Exclude),
     )
+    meta: Dict[str, Any] = field(
+        default_factory=dict,
+        metadata=MergeBehavior.Update.meta(),
+    )
+
+
+@dataclass
+class NodeConfig(NodeAndTestConfig):
+    # Note: if any new fields are added with MergeBehavior, also update the
+    # 'mergebehavior' dictionary
+    materialized: str = 'view'
+    persist_docs: Dict[str, Any] = field(default_factory=dict)
+    post_hook: List[Hook] = field(
+        default_factory=list,
+        metadata=MergeBehavior.Append.meta(),
+    )
+    pre_hook: List[Hook] = field(
+        default_factory=list,
+        metadata=MergeBehavior.Append.meta(),
+    )
+    quoting: Dict[str, Any] = field(
+        default_factory=dict,
+        metadata=MergeBehavior.Update.meta(),
+    )
+    # This is actually only used by seeds. Should it be available to others?
+    # That would be a breaking change!
+    column_types: Dict[str, Any] = field(
+        default_factory=dict,
+        metadata=MergeBehavior.Update.meta(),
+    )
     full_refresh: Optional[bool] = None
+    on_schema_change: Optional[str] = 'ignore'
 
     @classmethod
-    def from_dict(cls, data, validate=True):
+    def __pre_deserialize__(cls, data):
+        data = super().__pre_deserialize__(data)
+        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):
+        dct = super().__post_serialize__(dct)
+        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'}
@@ -449,63 +451,44 @@ class SeedConfig(NodeConfig):
 
 
 @dataclass
-class TestConfig(NodeConfig):
+class TestConfig(NodeAndTestConfig):
+    # this is repeated because of a different default
+    schema: Optional[str] = field(
+        default='dbt_test__audit',
+        metadata=CompareBehavior.Exclude.meta(),
+    )
     materialized: str = 'test'
     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
+    store_failures: Optional[bool] = None
+    where: Optional[str] = None
+    limit: Optional[int] = None
+    fail_calc: str = 'count(*)'
+    warn_if: str = '!= 0'
+    error_if: str = '!= 0'
 
     @classmethod
-    def validate(cls, data: Any):
-        config = data.get('config', {})
+    def same_contents(
+        cls, unrendered: Dict[str, Any], other: Dict[str, Any]
+    ) -> bool:
+        """This is like __eq__, except it explicitly checks certain fields."""
+        modifiers = [
+            'severity',
+            'where',
+            'limit',
+            'fail_calc',
+            'warn_if',
+            'error_if',
+            'store_failures'
+        ]
 
-        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
+        seen = set()
+        for _, target_name in cls._get_fields():
+            key = target_name
+            seen.add(key)
+            if key in modifiers:
+                if not cls.compare_key(unrendered, other, key):
+                    return False
+        return True
 
 
 @dataclass
@@ -513,123 +496,49 @@ 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
-
-    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 finalize_and_validate(self: 'SnapshotConfig') -> SnapshotVariants:
-        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)
+    updated_at: Optional[str] = None
+    check_cols: Optional[Union[str, List[str]]] = None
 
     @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)
+    def validate(cls, data):
+        super().validate(data)
+        if not data.get('strategy') or not data.get('unique_key') or not \
+                data.get('target_schema'):
+            raise ValidationError(
+                "Snapshots must be configured with a 'strategy', 'unique_key', "
+                "and 'target_schema'.")
+        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.")
 
-        # 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']}
-            )
+        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
 
-        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)
+    def finalize_and_validate(self):
+        data = self.to_dict(omit_none=True)
+        self.validate(data)
+        return self.from_dict(data)
 
 
 RESOURCE_TYPES: Dict[NodeType, Type[BaseConfig]] = {

core/dbt/contracts/graph/parsed.py

@@ -1,5 +1,7 @@
 import os
+import time
 from dataclasses import dataclass, field
+from mashumaro.types import SerializableType
 from pathlib import Path
 from typing import (
     Optional,
@@ -13,8 +15,9 @@ 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 +41,14 @@ 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 +61,7 @@ class ColumnInfo(
 
 
 @dataclass
-class HasFqn(JsonSchemaMixin, Replaceable):
+class HasFqn(dbtClassMixin, Replaceable):
     fqn: List[str]
 
     def same_fqn(self, other: 'HasFqn') -> bool:
@@ -72,12 +69,12 @@ 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 +93,22 @@ 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):
+        data = super().__pre_deserialize__(data)
+        if 'database' not in data:
+            data['database'] = None
+        return data
 
-class ParsedNodeMixins(JsonSchemaMixin):
+
+class ParsedNodeMixins(dbtClassMixin):
     resource_type: NodeType
     depends_on: DependsOn
     config: NodeConfig
@@ -110,6 +117,21 @@ class ParsedNodeMixins(JsonSchemaMixin):
     def is_refable(self):
         return self.resource_type in NodeType.refable()
 
+    @property
+    def should_store_failures(self):
+        return self.resource_type == NodeType.Test and (
+            self.config.store_failures if self.config.store_failures is not None
+            else flags.STORE_FAILURES
+        )
+
+    # will this node map to an object in the database?
+    @property
+    def is_relational(self):
+        return (
+            self.resource_type in NodeType.refable() or
+            self.should_store_failures
+        )
+
     @property
     def is_ephemeral(self):
         return self.config.materialized == 'ephemeral'
@@ -126,21 +148,25 @@ class ParsedNodeMixins(JsonSchemaMixin):
         """Given a ParsedNodePatch, add the new information to the node."""
         # explicitly pick out the parts to update so we don't inadvertently
         # step on the model name or anything
-        self.patch_path: Optional[str] = patch.original_file_path
+        # Note: config should already be updated
+        self.patch_path: Optional[str] = patch.file_id
+        # update created_at so process_docs will run in partial parsing
+        self.created_at = int(time.time())
         self.description = patch.description
         self.columns = patch.columns
         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(omit_none=False)
+            self.validate(dct)
 
     def get_materialization(self):
         return self.config.materialized
 
-    def local_vars(self):
-        return self.config.vars
-
 
 @dataclass
 class ParsedNodeMandatory(
@@ -170,9 +196,12 @@ class ParsedNodeDefaults(ParsedNodeMandatory):
     meta: Dict[str, Any] = field(default_factory=dict)
     docs: Docs = field(default_factory=Docs)
     patch_path: Optional[str] = None
+    compiled_path: Optional[str] = None
     build_path: Optional[str] = None
     deferred: bool = False
     unrendered_config: Dict[str, Any] = field(default_factory=dict)
+    created_at: int = field(default_factory=lambda: int(time.time()))
+    config_call_dict: Dict[str, Any] = field(default_factory=dict)
 
     def write_node(self, target_path: str, subdirectory: str, payload: str):
         if (os.path.basename(self.path) ==
@@ -194,12 +223,55 @@ T = TypeVar('T', bound='ParsedNode')
 
 
 @dataclass
-class ParsedNode(ParsedNodeDefaults, ParsedNodeMixins):
+class ParsedNode(ParsedNodeDefaults, ParsedNodeMixins, SerializableType):
+
+    def _serialize(self):
+        return self.to_dict()
+
+    def __post_serialize__(self, dct):
+        if 'config_call_dict' in dct:
+            del dct['config_call_dict']
+        return dct
+
+    @classmethod
+    def _deserialize(cls, dct: Dict[str, int]):
+        # The serialized ParsedNodes do not differ from each other
+        # in fields that would allow 'from_dict' to distinguis
+        # between them.
+        resource_type = dct['resource_type']
+        if resource_type == 'model':
+            return ParsedModelNode.from_dict(dct)
+        elif resource_type == 'analysis':
+            return ParsedAnalysisNode.from_dict(dct)
+        elif resource_type == 'seed':
+            return ParsedSeedNode.from_dict(dct)
+        elif resource_type == 'rpc':
+            return ParsedRPCNode.from_dict(dct)
+        elif resource_type == 'test':
+            if 'test_metadata' in dct:
+                return ParsedSchemaTestNode.from_dict(dct)
+            else:
+                return ParsedDataTestNode.from_dict(dct)
+        elif resource_type == 'operation':
+            return ParsedHookNode.from_dict(dct)
+        elif resource_type == 'seed':
+            return ParsedSeedNode.from_dict(dct)
+        elif resource_type == 'snapshot':
+            return ParsedSnapshotNode.from_dict(dct)
+        else:
+            return cls.from_dict(dct)
+
     def _persist_column_docs(self) -> bool:
-        return bool(self.config.persist_docs.get('columns'))
+        if hasattr(self.config, 'persist_docs'):
+            assert isinstance(self.config, NodeConfig)
+            return bool(self.config.persist_docs.get('columns'))
+        return False
 
     def _persist_relation_docs(self) -> bool:
-        return bool(self.config.persist_docs.get('relation'))
+        if hasattr(self.config, 'persist_docs'):
+            assert isinstance(self.config, NodeConfig)
+            return bool(self.config.persist_docs.get('relation'))
+        return False
 
     def same_body(self: T, other: T) -> bool:
         return self.raw_sql == other.raw_sql
@@ -335,21 +407,23 @@ 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
 
 
 @dataclass
 class ParsedDataTestNode(ParsedNode):
     resource_type: NodeType = field(metadata={'restrict': [NodeType.Test]})
-    config: TestConfig = field(default_factory=TestConfig)
+    # Was not able to make mypy happy and keep the code working. We need to
+    # refactor the various configs.
+    config: TestConfig = field(default_factory=TestConfig)  # type: ignore
 
 
 @dataclass
@@ -357,16 +431,9 @@ class ParsedSchemaTestNode(ParsedNode, HasTestMetadata):
     # keep this in sync with CompiledSchemaTestNode!
     resource_type: NodeType = field(metadata={'restrict': [NodeType.Test]})
     column_name: Optional[str] = None
-    config: TestConfig = field(default_factory=TestConfig)
-
-    def same_config(self, other) -> bool:
-        return (
-            self.unrendered_config.get('severity') ==
-            other.unrendered_config.get('severity')
-        )
-
-    def same_column_name(self, other) -> bool:
-        return self.column_name == other.column_name
+    # Was not able to make mypy happy and keep the code working. We need to
+    # refactor the various configs.
+    config: TestConfig = field(default_factory=TestConfig)  # type: ignore
 
     def same_contents(self, other) -> bool:
         if other is None:
@@ -394,7 +461,7 @@ class IntermediateSnapshotNode(ParsedNode):
 @dataclass
 class ParsedSnapshotNode(ParsedNode):
     resource_type: NodeType = field(metadata={'restrict': [NodeType.Snapshot]})
-    config: SnapshotVariants
+    config: SnapshotConfig
 
 
 @dataclass
@@ -403,6 +470,7 @@ class ParsedPatch(HasYamlMetadata, Replaceable):
     description: str
     meta: Dict[str, Any]
     docs: Docs
+    config: Dict[str, Any]
 
 
 # The parsed node update is only the 'patch', not the test. The test became a
@@ -432,19 +500,20 @@ class ParsedMacro(UnparsedBaseNode, HasUniqueID):
     docs: Docs = field(default_factory=Docs)
     patch_path: Optional[str] = None
     arguments: List[MacroArgument] = field(default_factory=list)
-
-    def local_vars(self):
-        return {}
+    created_at: int = field(default_factory=lambda: int(time.time()))
 
     def patch(self, patch: ParsedMacroPatch):
-        self.patch_path: Optional[str] = patch.original_file_path
+        self.patch_path: Optional[str] = patch.file_id
         self.description = patch.description
+        self.created_at = int(time.time())
         self.meta = patch.meta
         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(omit_none=False)
+            self.validate(dct)
 
     def same_contents(self, other: Optional['ParsedMacro']) -> bool:
         if other is None:
@@ -535,7 +604,8 @@ class ParsedSourceDefinition(
     UnparsedBaseNode,
     HasUniqueID,
     HasRelationMetadata,
-    HasFqn
+    HasFqn,
+
 ):
     name: str
     source_name: str
@@ -556,6 +626,7 @@ class ParsedSourceDefinition(
     patch_path: Optional[Path] = None
     unrendered_config: Dict[str, Any] = field(default_factory=dict)
     relation_name: Optional[str] = None
+    created_at: int = field(default_factory=lambda: int(time.time()))
 
     def same_database_representation(
         self, other: 'ParsedSourceDefinition'
@@ -631,6 +702,10 @@ class ParsedSourceDefinition(
     def depends_on_nodes(self):
         return []
 
+    @property
+    def depends_on(self):
+        return DependsOn(macros=[], nodes=[])
+
     @property
     def refs(self):
         return []
@@ -656,10 +731,13 @@ class ParsedExposure(UnparsedBaseNode, HasUniqueID, HasFqn):
     resource_type: NodeType = NodeType.Exposure
     description: str = ''
     maturity: Optional[MaturityType] = None
+    meta: Dict[str, Any] = field(default_factory=dict)
+    tags: List[str] = field(default_factory=list)
     url: Optional[str] = None
     depends_on: DependsOn = field(default_factory=DependsOn)
     refs: List[List[str]] = field(default_factory=list)
     sources: List[List[str]] = field(default_factory=list)
+    created_at: int = field(default_factory=lambda: int(time.time()))
 
     @property
     def depends_on_nodes(self):
@@ -669,11 +747,6 @@ class ParsedExposure(UnparsedBaseNode, HasUniqueID, HasFqn):
     def search_name(self):
         return self.name
 
-    # no tags for now, but we could definitely add them
-    @property
-    def tags(self):
-        return []
-
     def same_depends_on(self, old: 'ParsedExposure') -> bool:
         return set(self.depends_on.nodes) == set(old.depends_on.nodes)
 
@@ -694,6 +767,7 @@ class ParsedExposure(UnparsedBaseNode, HasUniqueID, HasFqn):
 
     def same_contents(self, old: Optional['ParsedExposure']) -> bool:
         # existing when it didn't before is a change!
+        # metadata/tags changes are not "changes"
         if old is None:
             return True
 
@@ -709,6 +783,18 @@ class ParsedExposure(UnparsedBaseNode, HasUniqueID, HasFqn):
         )
 
 
+ManifestNodes = Union[
+    ParsedAnalysisNode,
+    ParsedDataTestNode,
+    ParsedHookNode,
+    ParsedModelNode,
+    ParsedRPCNode,
+    ParsedSchemaTestNode,
+    ParsedSeedNode,
+    ParsedSnapshotNode,
+]
+
+
 ParsedResource = Union[
     ParsedDocumentation,
     ParsedMacro,

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
@@ -18,12 +19,16 @@ 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
     original_file_path: str
 
+    @property
+    def file_id(self):
+        return f'{self.package_name}://{self.original_file_path}'
+
 
 @dataclass
 class HasSQL:
@@ -66,12 +71,12 @@ 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 +105,7 @@ class UnparsedColumn(HasTests):
 
 
 @dataclass
-class HasColumnDocs(JsonSchemaMixin, Replaceable):
+class HasColumnDocs(dbtClassMixin, Replaceable):
     columns: Sequence[HasDocs] = field(default_factory=list)
 
 
@@ -110,31 +115,40 @@ class HasColumnTests(HasColumnDocs):
 
 
 @dataclass
-class HasYamlMetadata(JsonSchemaMixin):
+class HasYamlMetadata(dbtClassMixin):
     original_file_path: str
     yaml_key: str
     package_name: str
 
+    @property
+    def file_id(self):
+        return f'{self.package_name}://{self.original_file_path}'
+
 
 @dataclass
-class UnparsedAnalysisUpdate(HasColumnDocs, HasDocs, HasYamlMetadata):
+class HasConfig():
+    config: Dict[str, Any] = field(default_factory=dict)
+
+
+@dataclass
+class UnparsedAnalysisUpdate(HasConfig, HasColumnDocs, HasDocs, HasYamlMetadata):
     pass
 
 
 @dataclass
-class UnparsedNodeUpdate(HasColumnTests, HasTests, HasYamlMetadata):
+class UnparsedNodeUpdate(HasConfig, HasColumnTests, HasTests, HasYamlMetadata):
     quote_columns: Optional[bool] = None
 
 
 @dataclass
-class MacroArgument(JsonSchemaMixin):
+class MacroArgument(dbtClassMixin):
     name: str
     type: Optional[str] = None
     description: str = ''
 
 
 @dataclass
-class UnparsedMacroUpdate(HasDocs, HasYamlMetadata):
+class UnparsedMacroUpdate(HasConfig, HasDocs, HasYamlMetadata):
     arguments: List[MacroArgument] = field(default_factory=list)
 
 
@@ -148,7 +162,7 @@ class TimePeriod(StrEnum):
 
 
 @dataclass
-class Time(JsonSchemaMixin, Replaceable):
+class Time(dbtClassMixin, Replaceable):
     count: int
     period: TimePeriod
 
@@ -159,7 +173,7 @@ 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 +194,7 @@ class FreshnessThreshold(JsonSchemaMixin, Mergeable):
 @dataclass
 class AdditionalPropertiesAllowed(
     AdditionalPropertiesMixin,
-    ExtensibleJsonSchemaMixin
+    ExtensibleDbtClassMixin
 ):
     _extra: Dict[str, Any] = field(default_factory=dict)
 
@@ -212,7 +226,7 @@ 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 +244,15 @@ 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):
+        dct = super().__post_serialize__(dct)
+        if 'freshness' not in dct 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)
@@ -252,20 +266,21 @@ class UnparsedSourceDefinition(JsonSchemaMixin, Replaceable):
     loaded_at_field: Optional[str] = None
     tables: List[UnparsedSourceTableDefinition] = field(default_factory=list)
     tags: List[str] = field(default_factory=list)
+    config: Dict[str, Any] = field(default_factory=dict)
 
     @property
     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):
+        dct = super().__post_serialize__(dct)
+        if 'freshnewss' not in dct 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
@@ -296,7 +311,7 @@ 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'),
     )
@@ -340,12 +355,16 @@ class SourcePatch(JsonSchemaMixin, Replaceable):
 
 
 @dataclass
-class UnparsedDocumentation(JsonSchemaMixin, Replaceable):
+class UnparsedDocumentation(dbtClassMixin, Replaceable):
     package_name: str
     root_path: str
     path: str
     original_file_path: str
 
+    @property
+    def file_id(self):
+        return f'{self.package_name}://{self.original_file_path}'
+
     @property
     def resource_type(self):
         return NodeType.Documentation
@@ -400,17 +419,19 @@ 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
     description: str = ''
     maturity: Optional[MaturityType] = None
+    meta: Dict[str, Any] = field(default_factory=dict)
+    tags: List[str] = field(default_factory=list)
     url: Optional[str] = None
     depends_on: List[str] = field(default_factory=list)

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
 
 
@@ -54,8 +68,9 @@ RawVersion = Union[str, float]
 @dataclass
 class GitPackage(Package):
     git: str
-    revision: Optional[RawVersion]
+    revision: Optional[RawVersion] = None
     warn_unpinned: Optional[bool] = None
+    subdirectory: Optional[str] = None
 
     def get_revisions(self) -> List[str]:
         if self.revision is None:
@@ -68,6 +83,7 @@ class GitPackage(Package):
 class RegistryPackage(Package):
     package: str
     version: Union[RawVersion, List[RawVersion]]
+    install_prerelease: Optional[bool] = False
 
     def get_versions(self) -> List[str]:
         if isinstance(self.version, list):
@@ -80,7 +96,7 @@ PackageSpec = Union[LocalPackage, GitPackage, RegistryPackage]
 
 
 @dataclass
-class PackageConfig(JsonSchemaMixin, Replaceable):
+class PackageConfig(dbtClassMixin, Replaceable):
     packages: List[PackageSpec]
 
 
@@ -96,13 +112,13 @@ class ProjectPackageMetadata:
 
 
 @dataclass
-class Downloads(ExtensibleJsonSchemaMixin, Replaceable):
+class Downloads(ExtensibleDbtClassMixin, Replaceable):
     tarball: str
 
 
 @dataclass
 class RegistryPackageMetadata(
-    ExtensibleJsonSchemaMixin,
+    ExtensibleDbtClassMixin,
     ProjectPackageMetadata,
 ):
     downloads: Downloads
@@ -154,7 +170,7 @@ BANNED_PROJECT_NAMES = {
 
 
 @dataclass
-class Project(HyphenatedJsonSchemaMixin, Replaceable):
+class Project(HyphenatedDbtClassMixin, Replaceable):
     name: Name
     version: Union[SemverString, float]
     config_version: int
@@ -176,11 +192,13 @@ class Project(HyphenatedJsonSchemaMixin, Replaceable):
     on_run_start: Optional[List[str]] = field(default_factory=list_str)
     on_run_end: Optional[List[str]] = field(default_factory=list_str)
     require_dbt_version: Optional[Union[List[str], str]] = None
+    dispatch: List[Dict[str, Any]] = field(default_factory=list)
     models: Dict[str, Any] = field(default_factory=dict)
     seeds: Dict[str, Any] = field(default_factory=dict)
     snapshots: Dict[str, Any] = field(default_factory=dict)
     analyses: Dict[str, Any] = field(default_factory=dict)
     sources: Dict[str, Any] = field(default_factory=dict)
+    tests: Dict[str, Any] = field(default_factory=dict)
     vars: Optional[Dict[str, Any]] = field(
         default=None,
         metadata=dict(
@@ -191,18 +209,23 @@ 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
+        # validate dispatch config
+        if 'dispatch' in data and data['dispatch']:
+            entries = data['dispatch']
+            for entry in entries:
+                if ('macro_namespace' not in entry or 'search_order' not in entry or
+                        not isinstance(entry['search_order'], list)):
+                    raise ValidationError(f"Invalid project dispatch config: {entry}")
 
 
 @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 +245,7 @@ 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 +256,10 @@ 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 +272,5 @@ 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
@@ -53,21 +52,18 @@ class FakeAPIObject(JsonSchemaMixin, Replaceable, Mapping):
         return len(fields(self.__class__))
 
     def incorporate(self, **kwargs):
-        value = self.to_dict()
+        value = self.to_dict(omit_none=True)
         value = deep_merge(value, kwargs)
         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
@@ -77,6 +78,7 @@ class TestStatus(StrEnum):
     Error = NodeStatus.Error
     Fail = NodeStatus.Fail
     Warn = NodeStatus.Warn
+    Skipped = NodeStatus.Skipped
 
 
 class FreshnessStatus(StrEnum):
@@ -87,13 +89,23 @@ 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[str]
+    failures: Optional[int]
+
+    @classmethod
+    def __pre_deserialize__(cls, data):
+        data = super().__pre_deserialize__(data)
+        if 'message' not in data:
+            data['message'] = None
+        if 'failures' not in data:
+            data['failures'] = None
+        return data
 
 
 @dataclass
@@ -103,7 +115,11 @@ 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 +127,7 @@ class RunResult(NodeResult):
 
 
 @dataclass
-class ExecutionResult(JsonSchemaMixin):
+class ExecutionResult(dbtClassMixin):
     results: Sequence[BaseResult]
     elapsed_time: float
 
@@ -145,7 +161,8 @@ def process_run_result(result: RunResult) -> RunResultOutput:
         thread_id=result.thread_id,
         execution_time=result.execution_time,
         message=result.message,
-        adapter_response=result.adapter_response
+        adapter_response=result.adapter_response,
+        failures=result.failures
     )
 
 
@@ -168,7 +185,7 @@ class RunExecutionResult(
 
 
 @dataclass
-@schema_version('run-results', 1)
+@schema_version('run-results', 2)
 class RunResultsArtifact(ExecutionResult, ArtifactMixin):
     results: Sequence[RunResultOutput]
     args: Dict[str, Any] = field(default_factory=dict)
@@ -193,8 +210,8 @@ 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(omit_none=False))
 
 
 @dataclass
@@ -253,14 +270,14 @@ 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
@@ -268,6 +285,9 @@ class SourceFreshnessOutput(JsonSchemaMixin):
     status: FreshnessStatus
     criteria: FreshnessThreshold
     adapter_response: Dict[str, Any]
+    timing: List[TimingInfo]
+    thread_id: str
+    execution_time: float
 
 
 @dataclass
@@ -316,7 +336,10 @@ def process_freshness_result(
         max_loaded_at_time_ago_in_s=result.age,
         status=result.status,
         criteria=criteria,
-        adapter_response=result.adapter_response
+        adapter_response=result.adapter_response,
+        timing=result.timing,
+        thread_id=result.thread_id,
+        execution_time=result.execution_time,
     )
 
 
@@ -366,6 +389,7 @@ class FreshnessExecutionResultArtifact(
 
 
 Primitive = Union[bool, str, float, None]
+PrimitiveDict = Dict[str, Primitive]
 
 CatalogKey = NamedTuple(
     'CatalogKey',
@@ -374,40 +398,40 @@ 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 +454,18 @@ 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):
+        dct = super().__post_serialize__(dct)
+        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
@@ -34,31 +33,53 @@ 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, omit_none=True):
+        data = super().__pre_deserialize__(data)
+        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
 class RPCCompileParameters(RPCParameters):
     threads: Optional[int] = None
     models: Union[None, str, List[str]] = None
+    select: Union[None, str, List[str]] = None
     exclude: Union[None, str, List[str]] = None
     selector: Optional[str] = None
     state: Optional[str] = None
 
 
+@dataclass
+class RPCListParameters(RPCParameters):
+    resource_types: Optional[List[str]] = None
+    models: Union[None, str, List[str]] = None
+    exclude: Union[None, str, List[str]] = None
+    select: Union[None, str, List[str]] = None
+    selector: Optional[str] = None
+    output: Optional[str] = 'json'
+    output_keys: Optional[List[str]] = None
+
+
 @dataclass
 class RPCRunParameters(RPCParameters):
     threads: Optional[int] = None
     models: Union[None, str, List[str]] = None
+    select: Union[None, str, List[str]] = None
     exclude: Union[None, str, List[str]] = None
     selector: Optional[str] = None
     state: Optional[str] = None
@@ -98,6 +119,17 @@ class RPCDocsGenerateParameters(RPCParameters):
     state: Optional[str] = None
 
 
+@dataclass
+class RPCBuildParameters(RPCParameters):
+    resource_types: Optional[List[str]] = None
+    select: Union[None, str, List[str]] = None
+    threads: Optional[int] = None
+    exclude: Union[None, str, List[str]] = None
+    selector: Optional[str] = None
+    state: Optional[str] = None
+    defer: Optional[bool] = None
+
+
 @dataclass
 class RPCCliParameters(RPCParameters):
     cli: str
@@ -132,7 +164,7 @@ 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
@@ -168,6 +200,8 @@ class RPCRunOperationParameters(RPCParameters):
 class RPCSourceFreshnessParameters(RPCParameters):
     threads: Optional[int] = None
     select: Union[None, str, List[str]] = None
+    exclude: Union[None, str, List[str]] = None
+    selector: Optional[str] = None
 
 
 @dataclass
@@ -182,6 +216,13 @@ class RemoteResult(VersionedSchema):
     logs: List[LogMessage]
 
 
+@dataclass
+@schema_version('remote-list-results', 1)
+class RemoteListResults(RemoteResult):
+    output: List[Any]
+    generated_at: datetime = field(default_factory=datetime.utcnow)
+
+
 @dataclass
 @schema_version('remote-deps-result', 1)
 class RemoteDepsResult(RemoteResult):
@@ -254,7 +295,7 @@ class RemoteExecutionResult(ExecutionResult, RemoteResult):
 
 
 @dataclass
-class ResultTable(JsonSchemaMixin):
+class ResultTable(dbtClassMixin):
     column_names: List[str]
     rows: List[Any]
 
@@ -411,21 +452,31 @@ 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):
+        data = super().__pre_deserialize__(data)
+        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 +502,7 @@ 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 +526,16 @@ 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):
+        data = super().__pre_deserialize__(data)
+        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 +1,19 @@
 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 = ''
+    default: bool = False
 
 
 @dataclass
-class SelectorFile(JsonSchemaMixin):
+class SelectorFile(dbtClassMixin):
     selectors: List[SelectorDefinition]
     version: int = 2
 

core/dbt/contracts/util.py

@@ -7,15 +7,13 @@ 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 +55,10 @@ 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(omit_none=False)  # type: ignore
+        )
 
 
 class AdditionalPropertiesMixin:
@@ -69,22 +69,41 @@ 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):
+        # 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)
+        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):
+        data = super().__post_serialize__(dct)
         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(omit_none=False)
         dct.update(kwargs)
         return self.from_dict(dct)
 
@@ -106,7 +125,8 @@ class Readable:
         return cls.from_dict(data)  # type: ignore
 
 
-BASE_SCHEMAS_URL = 'https://schemas.getdbt.com/dbt/{name}/v{version}.json'
+BASE_SCHEMAS_URL = 'https://schemas.getdbt.com/'
+SCHEMA_PATH = 'dbt/{name}/v{version}.json'
 
 
 @dataclasses.dataclass
@@ -114,12 +134,16 @@ class SchemaVersion:
     name: str
     version: int
 
-    def __str__(self) -> str:
-        return BASE_SCHEMAS_URL.format(
+    @property
+    def path(self) -> str:
+        return SCHEMA_PATH.format(
             name=self.name,
-            version=self.version,
+            version=self.version
         )
 
+    def __str__(self) -> str:
+        return BASE_SCHEMAS_URL + self.path
+
 
 SCHEMA_VERSION_KEY = 'dbt_schema_version'
 
@@ -135,7 +159,7 @@ 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 +182,7 @@ def schema_version(name: str, version: int):
 
 
 @dataclasses.dataclass
-class VersionedSchema(JsonSchemaMixin):
+class VersionedSchema(dbtClassMixin):
     dbt_schema_version: ClassVar[SchemaVersion]
 
     @classmethod
@@ -180,18 +204,9 @@ 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 +1,169 @@
+from typing import (
+    Type, ClassVar, cast,
+)
+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
+
+# type: ignore
+from mashumaro import DataClassDictMixin
+from mashumaro.config import (
+    TO_DICT_ADD_OMIT_NONE_FLAG, BaseConfig as MashBaseConfig
+)
+from mashumaro.types import SerializableType, SerializationStrategy
+
+
+class DateTimeSerialization(SerializationStrategy):
+    def serialize(self, value):
+        out = value.isoformat()
+        # Assume UTC if timezone is missing
+        if value.tzinfo is None:
+            out = out + "Z"
+        return out
+
+    def deserialize(self, value):
+        return (
+            value if isinstance(value, datetime) else parse(cast(str, value))
+        )
+
+
+# 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
+    """
+
+    class Config(MashBaseConfig):
+        code_generation_options = [
+            TO_DICT_ADD_OMIT_NONE_FLAG,
+        ]
+        serialization_strategy = {
+            datetime: DateTimeSerialization(),
+        }
+
+    _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):
+        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):
+        # `data` might not be a dict, e.g. for `query_comment`, which accepts
+        # a dict or a string; only snake-case for dict values.
+        if cls._hyphenated and isinstance(data, dict):
+            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:
+            args['omit_none'] = kwargs['omit_none']
+        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/deprecations.py

@@ -43,6 +43,20 @@ class DBTDeprecation:
             active_deprecations.add(self.name)
 
 
+class DispatchPackagesDeprecation(DBTDeprecation):
+    _name = 'dispatch-packages'
+    _description = '''\
+    The "packages" argument of adapter.dispatch() has been deprecated.
+    Use the "macro_namespace" argument instead.
+
+    Raised during dispatch for: {macro_name}
+
+    For more information, see:
+
+    https://docs.getdbt.com/reference/dbt-jinja-functions/dispatch
+    '''
+
+
 class MaterializationReturnDeprecation(DBTDeprecation):
     _name = 'materialization-return'
 
@@ -117,6 +131,14 @@ class AdapterMacroDeprecation(DBTDeprecation):
     '''
 
 
+class PackageRedirectDeprecation(DBTDeprecation):
+    _name = 'package-redirect'
+    _description = '''\
+    The `{old_name}` package is deprecated in favor of `{new_name}`. Please update
+    your `packages.yml` configuration to use `{new_name}` instead.
+    '''
+
+
 _adapter_renamed_description = """\
 The adapter function `adapter.{old_name}` is deprecated and will be removed in
 a future release of dbt. Please use `adapter.{new_name}` instead.
@@ -155,12 +177,14 @@ def warn(name, *args, **kwargs):
 active_deprecations: Set[str] = set()
 
 deprecations_list: List[DBTDeprecation] = [
+    DispatchPackagesDeprecation(),
     MaterializationReturnDeprecation(),
     NotADictionaryDeprecation(),
     ColumnQuotingDeprecation(),
     ModelsKeyNonModelDeprecation(),
     ExecuteMacrosReleaseDeprecation(),
     AdapterMacroDeprecation(),
+    PackageRedirectDeprecation()
 ]
 
 deprecations: Dict[str, DBTDeprecation] = {

core/dbt/deps/base.py

@@ -93,6 +93,9 @@ class PinnedPackage(BasePackage):
         dest_dirname = self.get_project_name(project, renderer)
         return os.path.join(project.modules_path, dest_dirname)
 
+    def get_subdirectory(self):
+        return None
+
 
 SomePinned = TypeVar('SomePinned', bound=PinnedPackage)
 SomeUnpinned = TypeVar('SomeUnpinned', bound='UnpinnedPackage')

core/dbt/deps/git.py

@@ -1,6 +1,6 @@
 import os
 import hashlib
-from typing import List
+from typing import List, Optional
 
 from dbt.clients import git, system
 from dbt.config import Project
@@ -37,18 +37,37 @@ class GitPackageMixin:
 
 class GitPinnedPackage(GitPackageMixin, PinnedPackage):
     def __init__(
-        self, git: str, revision: str, warn_unpinned: bool = True
+        self,
+        git: str,
+        revision: str,
+        warn_unpinned: bool = True,
+        subdirectory: Optional[str] = None,
     ) -> None:
         super().__init__(git)
         self.revision = revision
         self.warn_unpinned = warn_unpinned
+        self.subdirectory = subdirectory
         self._checkout_name = md5sum(self.git)
 
     def get_version(self):
         return self.revision
 
+    def get_subdirectory(self):
+        return self.subdirectory
+
     def nice_version_name(self):
-        return 'revision {}'.format(self.revision)
+        if self.revision == 'HEAD':
+            return 'HEAD (default revision)'
+        else:
+            return 'revision {}'.format(self.revision)
+
+    def unpinned_msg(self):
+        if self.revision == 'HEAD':
+            return 'not pinned, using HEAD (default branch)'
+        elif self.revision in ('main', 'master'):
+            return f'pinned to the "{self.revision}" branch'
+        else:
+            return None
 
     def _checkout(self):
         """Performs a shallow clone of the repository into the downloads
@@ -57,8 +76,8 @@ class GitPinnedPackage(GitPackageMixin, PinnedPackage):
         the path to the checked out directory."""
         try:
             dir_ = git.clone_and_checkout(
-                self.git, get_downloads_path(), branch=self.revision,
-                dirname=self._checkout_name
+                self.git, get_downloads_path(), revision=self.revision,
+                dirname=self._checkout_name, subdirectory=self.subdirectory
             )
         except ExecutableError as exc:
             if exc.cmd and exc.cmd[0] == 'git':
@@ -72,11 +91,12 @@ class GitPinnedPackage(GitPackageMixin, PinnedPackage):
 
     def _fetch_metadata(self, project, renderer) -> ProjectPackageMetadata:
         path = self._checkout()
-        if self.revision == 'master' and self.warn_unpinned:
+
+        if self.unpinned_msg() and self.warn_unpinned:
             warn_or_error(
-                'The git package "{}" is not pinned.\n\tThis can introduce '
+                'The git package "{}" \n\tis {}.\n\tThis can introduce '
                 'breaking changes into your project without warning!\n\nSee {}'
-                .format(self.git, PIN_PACKAGE_URL),
+                .format(self.git, self.unpinned_msg(), PIN_PACKAGE_URL),
                 log_fmt=ui.yellow('WARNING: {}')
             )
         loaded = Project.from_project_root(path, renderer)
@@ -95,11 +115,16 @@ class GitPinnedPackage(GitPackageMixin, PinnedPackage):
 
 class GitUnpinnedPackage(GitPackageMixin, UnpinnedPackage[GitPinnedPackage]):
     def __init__(
-        self, git: str, revisions: List[str], warn_unpinned: bool = True
+        self,
+        git: str,
+        revisions: List[str],
+        warn_unpinned: bool = True,
+        subdirectory: Optional[str] = None,
     ) -> None:
         super().__init__(git)
         self.revisions = revisions
         self.warn_unpinned = warn_unpinned
+        self.subdirectory = subdirectory
 
     @classmethod
     def from_contract(
@@ -110,7 +135,7 @@ class GitUnpinnedPackage(GitPackageMixin, UnpinnedPackage[GitPinnedPackage]):
         # we want to map None -> True
         warn_unpinned = contract.warn_unpinned is not False
         return cls(git=contract.git, revisions=revisions,
-                   warn_unpinned=warn_unpinned)
+                   warn_unpinned=warn_unpinned, subdirectory=contract.subdirectory)
 
     def all_names(self) -> List[str]:
         if self.git.endswith('.git'):
@@ -128,12 +153,13 @@ class GitUnpinnedPackage(GitPackageMixin, UnpinnedPackage[GitPinnedPackage]):
             git=self.git,
             revisions=self.revisions + other.revisions,
             warn_unpinned=warn_unpinned,
+            subdirectory=self.subdirectory,
         )
 
     def resolved(self) -> GitPinnedPackage:
         requested = set(self.revisions)
         if len(requested) == 0:
-            requested = {'master'}
+            requested = {'HEAD'}
         elif len(requested) > 1:
             raise_dependency_error(
                 'git dependencies should contain exactly one version. '
@@ -141,5 +167,5 @@ class GitUnpinnedPackage(GitPackageMixin, UnpinnedPackage[GitPinnedPackage]):
 
         return GitPinnedPackage(
             git=self.git, revision=requested.pop(),
-            warn_unpinned=self.warn_unpinned
+            warn_unpinned=self.warn_unpinned, subdirectory=self.subdirectory
         )

core/dbt/deps/registry.py

@@ -30,9 +30,13 @@ class RegistryPackageMixin:
 
 
 class RegistryPinnedPackage(RegistryPackageMixin, PinnedPackage):
-    def __init__(self, package: str, version: str) -> None:
+    def __init__(self,
+                 package: str,
+                 version: str,
+                 version_latest: str) -> None:
         super().__init__(package)
         self.version = version
+        self.version_latest = version_latest
 
     @property
     def name(self):
@@ -44,6 +48,9 @@ class RegistryPinnedPackage(RegistryPackageMixin, PinnedPackage):
     def get_version(self):
         return self.version
 
+    def get_version_latest(self):
+        return self.version_latest
+
     def nice_version_name(self):
         return 'version {}'.format(self.version)
 
@@ -61,7 +68,7 @@ class RegistryPinnedPackage(RegistryPackageMixin, PinnedPackage):
         system.make_directory(os.path.dirname(tar_path))
 
         download_url = metadata.downloads.tarball
-        system.download(download_url, tar_path)
+        system.download_with_retries(download_url, tar_path)
         deps_path = project.modules_path
         package_name = self.get_project_name(project, renderer)
         system.untar_package(tar_path, deps_path, package_name)
@@ -71,10 +78,14 @@ class RegistryUnpinnedPackage(
     RegistryPackageMixin, UnpinnedPackage[RegistryPinnedPackage]
 ):
     def __init__(
-        self, package: str, versions: List[semver.VersionSpecifier]
+        self,
+        package: str,
+        versions: List[semver.VersionSpecifier],
+        install_prerelease: bool
     ) -> None:
         super().__init__(package)
         self.versions = versions
+        self.install_prerelease = install_prerelease
 
     def _check_in_index(self):
         index = registry.index_cached()
@@ -91,13 +102,18 @@ class RegistryUnpinnedPackage(
             semver.VersionSpecifier.from_version_string(v)
             for v in raw_version
         ]
-        return cls(package=contract.package, versions=versions)
+        return cls(
+            package=contract.package,
+            versions=versions,
+            install_prerelease=contract.install_prerelease
+        )
 
     def incorporate(
         self, other: 'RegistryUnpinnedPackage'
     ) -> 'RegistryUnpinnedPackage':
         return RegistryUnpinnedPackage(
             package=self.package,
+            install_prerelease=self.install_prerelease,
             versions=self.versions + other.versions,
         )
 
@@ -111,12 +127,18 @@ class RegistryUnpinnedPackage(
             raise DependencyException(new_msg) from e
 
         available = registry.get_available_versions(self.package)
+        installable = semver.filter_installable(
+            available,
+            self.install_prerelease
+        )
+        available_latest = installable[-1]
 
         # for now, pick a version and then recurse. later on,
         # we'll probably want to traverse multiple options
         # so we can match packages. not going to make a difference
         # right now.
-        target = semver.resolve_to_specific_version(range_, available)
+        target = semver.resolve_to_specific_version(range_, installable)
         if not target:
-            package_version_not_found(self.package, range_, available)
-        return RegistryPinnedPackage(package=self.package, version=target)
+            package_version_not_found(self.package, range_, installable)
+        return RegistryPinnedPackage(package=self.package, version=target,
+                                     version_latest=available_latest)

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)
@@ -289,6 +289,15 @@ class JinjaRenderingException(CompilationException):
     pass
 
 
+class UndefinedMacroException(CompilationException):
+
+    def __str__(self, prefix='! ') -> str:
+        msg = super().__str__(prefix)
+        return f'{msg}. This can happen when calling a macro that does ' \
+            'not exist. Check for typos and/or install package dependencies ' \
+            'with "dbt deps".'
+
+
 class UnknownAsyncIDException(Exception):
     CODE = 10012
     MESSAGE = 'RPC server got an unknown async ID'
@@ -701,11 +710,11 @@ def system_error(operation_name):
     raise_compiler_error(
         "dbt encountered an error when attempting to {}. "
         "If this error persists, please create an issue at: \n\n"
-        "https://github.com/fishtown-analytics/dbt"
+        "https://github.com/dbt-labs/dbt"
         .format(operation_name))
 
 
-class RegistryException(Exception):
+class ConnectionException(Exception):
     pass
 
 
@@ -845,11 +854,11 @@ def _fix_dupe_msg(path_1: str, path_2: str, name: str, type_name: str) -> str:
         )
 
 
-def raise_duplicate_patch_name(patch_1, patch_2):
+def raise_duplicate_patch_name(patch_1, existing_patch_path):
     name = patch_1.name
     fix = _fix_dupe_msg(
         patch_1.original_file_path,
-        patch_2.original_file_path,
+        existing_patch_path,
         name,
         'resource',
     )
@@ -860,12 +869,12 @@ def raise_duplicate_patch_name(patch_1, patch_2):
     )
 
 
-def raise_duplicate_macro_patch_name(patch_1, patch_2):
+def raise_duplicate_macro_patch_name(patch_1, existing_patch_path):
     package_name = patch_1.package_name
     name = patch_1.name
     fix = _fix_dupe_msg(
         patch_1.original_file_path,
-        patch_2.original_file_path,
+        existing_patch_path,
         name,
         'macros'
     )

core/dbt/flags.py

@@ -13,9 +13,12 @@ FULL_REFRESH = None
 USE_CACHE = None
 WARN_ERROR = None
 TEST_NEW_PARSER = None
+USE_EXPERIMENTAL_PARSER = None
 WRITE_JSON = None
 PARTIAL_PARSE = None
 USE_COLORS = None
+STORE_FAILURES = None
+GREEDY = None
 
 
 def env_set_truthy(key: str) -> Optional[str]:
@@ -53,22 +56,27 @@ MP_CONTEXT = _get_context()
 
 def reset():
     global STRICT_MODE, FULL_REFRESH, USE_CACHE, WARN_ERROR, TEST_NEW_PARSER, \
-        WRITE_JSON, PARTIAL_PARSE, MP_CONTEXT, USE_COLORS
+        USE_EXPERIMENTAL_PARSER, WRITE_JSON, PARTIAL_PARSE, MP_CONTEXT, USE_COLORS, \
+        STORE_FAILURES, GREEDY
 
     STRICT_MODE = False
     FULL_REFRESH = False
     USE_CACHE = True
     WARN_ERROR = False
     TEST_NEW_PARSER = False
+    USE_EXPERIMENTAL_PARSER = False
     WRITE_JSON = True
     PARTIAL_PARSE = False
     MP_CONTEXT = _get_context()
     USE_COLORS = True
+    STORE_FAILURES = False
+    GREEDY = False
 
 
 def set_from_args(args):
     global STRICT_MODE, FULL_REFRESH, USE_CACHE, WARN_ERROR, TEST_NEW_PARSER, \
-        WRITE_JSON, PARTIAL_PARSE, MP_CONTEXT, USE_COLORS
+        USE_EXPERIMENTAL_PARSER, WRITE_JSON, PARTIAL_PARSE, MP_CONTEXT, USE_COLORS, \
+        STORE_FAILURES, GREEDY
 
     USE_CACHE = getattr(args, 'use_cache', USE_CACHE)
 
@@ -80,6 +88,7 @@ def set_from_args(args):
     )
 
     TEST_NEW_PARSER = getattr(args, 'test_new_parser', TEST_NEW_PARSER)
+    USE_EXPERIMENTAL_PARSER = getattr(args, 'use_experimental_parser', USE_EXPERIMENTAL_PARSER)
     WRITE_JSON = getattr(args, 'write_json', WRITE_JSON)
     PARTIAL_PARSE = getattr(args, 'partial_parse', None)
     MP_CONTEXT = _get_context()
@@ -91,6 +100,9 @@ def set_from_args(args):
     if use_colors_override is not None:
         USE_COLORS = use_colors_override
 
+    STORE_FAILURES = getattr(args, 'store_failures', STORE_FAILURES)
+    GREEDY = getattr(args, 'greedy', GREEDY)
+
 
 # initialize everything to the defaults on module load
 reset()

core/dbt/graph/cli.py

@@ -1,6 +1,7 @@
 # special support for CLI argument parsing.
+from dbt import flags
 import itertools
-import yaml
+from dbt.clients.yaml_helper import yaml, Loader, Dumper  # noqa: F401
 
 from typing import (
     Dict, List, Optional, Tuple, Any, Union
@@ -26,7 +27,7 @@ SCHEMA_TEST_SELECTOR: str = 'test_type:schema'
 
 
 def parse_union(
-    components: List[str], expect_exists: bool
+    components: List[str], expect_exists: bool, greedy: bool = False
 ) -> SelectionUnion:
     # turn ['a b', 'c'] -> ['a', 'b', 'c']
     raw_specs = itertools.chain.from_iterable(
@@ -37,7 +38,7 @@ def parse_union(
     # ['a', 'b', 'c,d'] -> union('a', 'b', intersection('c', 'd'))
     for raw_spec in raw_specs:
         intersection_components: List[SelectionSpec] = [
-            SelectionCriteria.from_single_spec(part)
+            SelectionCriteria.from_single_spec(part, greedy=greedy)
             for part in raw_spec.split(INTERSECTION_DELIMITER)
         ]
         union_components.append(SelectionIntersection(
@@ -45,7 +46,6 @@ def parse_union(
             expect_exists=expect_exists,
             raw=raw_spec,
         ))
-
     return SelectionUnion(
         components=union_components,
         expect_exists=False,
@@ -54,21 +54,21 @@ def parse_union(
 
 
 def parse_union_from_default(
-    raw: Optional[List[str]], default: List[str]
+    raw: Optional[List[str]], default: List[str], greedy: bool = False
 ) -> SelectionUnion:
     components: List[str]
     expect_exists: bool
     if raw is None:
-        return parse_union(components=default, expect_exists=False)
+        return parse_union(components=default, expect_exists=False, greedy=greedy)
     else:
-        return parse_union(components=raw, expect_exists=True)
+        return parse_union(components=raw, expect_exists=True, greedy=greedy)
 
 
 def parse_difference(
     include: Optional[List[str]], exclude: Optional[List[str]]
 ) -> SelectionDifference:
-    included = parse_union_from_default(include, DEFAULT_INCLUDES)
-    excluded = parse_union_from_default(exclude, DEFAULT_EXCLUDES)
+    included = parse_union_from_default(include, DEFAULT_INCLUDES, greedy=bool(flags.GREEDY))
+    excluded = parse_union_from_default(exclude, DEFAULT_EXCLUDES, greedy=True)
     return SelectionDifference(components=[included, excluded])
 
 
@@ -181,7 +181,7 @@ def parse_union_definition(definition: Dict[str, Any]) -> SelectionSpec:
     union_def_parts = _get_list_dicts(definition, 'union')
     include, exclude = _parse_include_exclude_subdefs(union_def_parts)
 
-    union = SelectionUnion(components=include)
+    union = SelectionUnion(components=include, greedy_warning=False)
 
     if exclude is None:
         union.raw = definition
@@ -189,7 +189,8 @@ def parse_union_definition(definition: Dict[str, Any]) -> SelectionSpec:
     else:
         return SelectionDifference(
             components=[union, exclude],
-            raw=definition
+            raw=definition,
+            greedy_warning=False
         )
 
 
@@ -198,7 +199,7 @@ def parse_intersection_definition(
 ) -> SelectionSpec:
     intersection_def_parts = _get_list_dicts(definition, 'intersection')
     include, exclude = _parse_include_exclude_subdefs(intersection_def_parts)
-    intersection = SelectionIntersection(components=include)
+    intersection = SelectionIntersection(components=include, greedy_warning=False)
 
     if exclude is None:
         intersection.raw = definition
@@ -206,7 +207,8 @@ def parse_intersection_definition(
     else:
         return SelectionDifference(
             components=[intersection, exclude],
-            raw=definition
+            raw=definition,
+            greedy_warning=False
         )
 
 
@@ -236,11 +238,11 @@ 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:
-        return SelectionDifference(components=[base, diff_arg])
+        return SelectionDifference(components=[base, diff_arg], greedy_warning=False)
 
 
 def parse_from_definition(
@@ -272,10 +274,12 @@ def parse_from_definition(
 
 def parse_from_selectors_definition(
     source: SelectorFile
-) -> Dict[str, SelectionSpec]:
-    result: Dict[str, SelectionSpec] = {}
+) -> Dict[str, Dict[str, Union[SelectionSpec, bool]]]:
+    result: Dict[str, Dict[str, Union[SelectionSpec, bool]]] = {}
     selector: SelectorDefinition
     for selector in source.selectors:
-        result[selector.name] = parse_from_definition(selector.definition,
-                                                      rootlevel=True)
+        result[selector.name] = {
+            "default": selector.default,
+            "definition": parse_from_definition(selector.definition, rootlevel=True)
+        }
     return result

core/dbt/graph/queue.py

@@ -1,10 +1,8 @@
-import threading
-from queue import PriorityQueue
-from typing import (
-    Dict, Set, Optional
-)
-
 import networkx as nx  # type: ignore
+import threading
+
+from queue import PriorityQueue
+from typing import Dict, Set, List, Generator, Optional
 
 from .graph import UniqueId
 from dbt.contracts.graph.parsed import ParsedSourceDefinition, ParsedExposure
@@ -21,9 +19,8 @@ class GraphQueue:
     that separate threads do not call `.empty()` or `__len__()` and `.get()` at
     the same time, as there is an unlocked race!
     """
-    def __init__(
-        self, graph: nx.DiGraph, manifest: Manifest, selected: Set[UniqueId]
-    ):
+
+    def __init__(self, graph: nx.DiGraph, manifest: Manifest, selected: Set[UniqueId]):
         self.graph = graph
         self.manifest = manifest
         self._selected = selected
@@ -37,7 +34,7 @@ class GraphQueue:
         # this lock controls most things
         self.lock = threading.Lock()
         # store the 'score' of each node as a number. Lower is higher priority.
-        self._scores = self._calculate_scores()
+        self._scores = self._get_scores(self.graph)
         # populate the initial queue
         self._find_new_additions()
         # awaits after task end
@@ -56,30 +53,59 @@ class GraphQueue:
             return False
         return True
 
-    def _calculate_scores(self) -> Dict[UniqueId, int]:
-        """Calculate the 'value' of each node in the graph based on how many
-        blocking descendants it has. We use this score for the internal
-        priority queue's ordering, so the quality of this metric is important.
+    @staticmethod
+    def _grouped_topological_sort(
+        graph: nx.DiGraph,
+    ) -> Generator[List[str], None, None]:
+        """Topological sort of given graph that groups ties.
 
-        The score is stored as a negative number because the internal
-        PriorityQueue picks lowest values first.
+        Adapted from `nx.topological_sort`, this function returns a topo sort of a graph however
+        instead of arbitrarily ordering ties in the sort order, ties are grouped together in
+        lists.
 
-        We could do this in one pass over the graph instead of len(self.graph)
-        passes but this is easy. For large graphs this may hurt performance.
+        Args:
+            graph: The graph to be sorted.
 
-        This operates on the graph, so it would require a lock if called from
-        outside __init__.
-
-        :return Dict[str, int]: The score dict, mapping unique IDs to integer
-            scores. Lower scores are higher priority.
+        Returns:
+            A generator that yields lists of nodes, one list per graph depth level.
         """
+        indegree_map = {v: d for v, d in graph.in_degree() if d > 0}
+        zero_indegree = [v for v, d in graph.in_degree() if d == 0]
+
+        while zero_indegree:
+            yield zero_indegree
+            new_zero_indegree = []
+            for v in zero_indegree:
+                for _, child in graph.edges(v):
+                    indegree_map[child] -= 1
+                    if not indegree_map[child]:
+                        new_zero_indegree.append(child)
+            zero_indegree = new_zero_indegree
+
+    def _get_scores(self, graph: nx.DiGraph) -> Dict[str, int]:
+        """Scoring nodes for processing order.
+
+        Scores are calculated by the graph depth level. Lowest score (0) should be processed first.
+
+        Args:
+            graph: The graph to be scored.
+
+        Returns:
+            A dictionary consisting of `node name`:`score` pairs.
+        """
+        # split graph by connected subgraphs
+        subgraphs = (
+            graph.subgraph(x) for x in nx.connected_components(nx.Graph(graph))
+        )
+
+        # score all nodes in all subgraphs
         scores = {}
-        for node in self.graph.nodes():
-            score = -1 * len([
-                d for d in nx.descendants(self.graph, node)
-                if self._include_in_cost(d)
-            ])
-            scores[node] = score
+        for subgraph in subgraphs:
+            grouped_nodes = self._grouped_topological_sort(subgraph)
+            for level, group in enumerate(grouped_nodes):
+                for node in group:
+                    scores[node] = level
+
         return scores
 
     def get(
@@ -133,8 +159,6 @@ class GraphQueue:
     def _find_new_additions(self) -> None:
         """Find any nodes in the graph that need to be added to the internal
         queue and add them.
-
-        Callers must hold the lock.
         """
         for node, in_degree in self.graph.in_degree():
             if not self._already_known(node) and in_degree == 0:

core/dbt/graph/selector.py

@@ -1,5 +1,4 @@
-
-from typing import Set, List, Optional
+from typing import Set, List, Optional, Tuple
 
 from .graph import Graph, UniqueId
 from .queue import GraphQueue
@@ -25,11 +24,41 @@ def get_package_names(nodes):
 def alert_non_existence(raw_spec, nodes):
     if len(nodes) == 0:
         warn_or_error(
-            f"The selector '{str(raw_spec)}' does not match any nodes and will"
-            f" be ignored"
+            f"The selection criterion '{str(raw_spec)}' does not match"
+            f" any nodes"
         )
 
 
+def alert_unused_nodes(raw_spec, node_names):
+    summary_nodes_str = ("\n  - ").join(node_names[:3])
+    debug_nodes_str = ("\n  - ").join(node_names)
+    and_more_str = f"\n  - and {len(node_names) - 3} more" if len(node_names) > 4 else ""
+    summary_msg = (
+        f"\nSome tests were excluded because at least one parent is not selected. "
+        f"Use the --greedy flag to include them."
+        f"\n  - {summary_nodes_str}{and_more_str}"
+    )
+    logger.info(summary_msg)
+    if len(node_names) > 4:
+        debug_msg = (
+            f"Full list of tests that were excluded:"
+            f"\n  - {debug_nodes_str}"
+        )
+        logger.debug(debug_msg)
+
+
+def can_select_indirectly(node):
+    """If a node is not selected itself, but its parent(s) are, it may qualify
+    for indirect selection.
+    Today, only Test nodes can be indirectly selected. In the future,
+    other node types or invocation flags might qualify.
+    """
+    if node.resource_type == NodeType.Test:
+        return True
+    else:
+        return False
+
+
 class NodeSelector(MethodManager):
     """The node selector is aware of the graph and manifest,
     """
@@ -61,8 +90,8 @@ class NodeSelector(MethodManager):
 
     def get_nodes_from_criteria(
         self,
-        spec: SelectionCriteria,
-    ) -> Set[UniqueId]:
+        spec: SelectionCriteria
+    ) -> Tuple[Set[UniqueId], Set[UniqueId]]:
         """Get all nodes specified by the single selection criteria.
 
         - collect the directly included nodes
@@ -79,11 +108,14 @@ class NodeSelector(MethodManager):
                 f"The '{spec.method}' selector specified in {spec.raw} is "
                 f"invalid. Must be one of [{valid_selectors}]"
             )
-            return set()
+            return set(), set()
 
-        extras = self.collect_specified_neighbors(spec, collected)
-        result = self.expand_selection(collected | extras)
-        return result
+        neighbors = self.collect_specified_neighbors(spec, collected)
+        direct_nodes, indirect_nodes = self.expand_selection(
+            selected=(collected | neighbors),
+            greedy=spec.greedy
+        )
+        return direct_nodes, indirect_nodes
 
     def collect_specified_neighbors(
         self, spec: SelectionCriteria, selected: Set[UniqueId]
@@ -106,24 +138,46 @@ class NodeSelector(MethodManager):
             additional.update(self.graph.select_children(selected, depth))
         return additional
 
-    def select_nodes(self, spec: SelectionSpec) -> Set[UniqueId]:
-        """Select the nodes in the graph according to the spec.
-
-        If the spec is a composite spec (a union, difference, or intersection),
+    def select_nodes_recursively(self, spec: SelectionSpec) -> Tuple[Set[UniqueId], Set[UniqueId]]:
+        """If the spec is a composite spec (a union, difference, or intersection),
         recurse into its selections and combine them. If the spec is a concrete
         selection criteria, resolve that using the given graph.
         """
         if isinstance(spec, SelectionCriteria):
-            result = self.get_nodes_from_criteria(spec)
+            direct_nodes, indirect_nodes = self.get_nodes_from_criteria(spec)
         else:
-            node_selections = [
-                self.select_nodes(component)
+            bundles = [
+                self.select_nodes_recursively(component)
                 for component in spec
             ]
-            result = spec.combined(node_selections)
+
+            direct_sets = []
+            indirect_sets = []
+
+            for direct, indirect in bundles:
+                direct_sets.append(direct)
+                indirect_sets.append(direct | indirect)
+
+            initial_direct = spec.combined(direct_sets)
+            indirect_nodes = spec.combined(indirect_sets)
+
+            direct_nodes = self.incorporate_indirect_nodes(initial_direct, indirect_nodes)
+
             if spec.expect_exists:
-                alert_non_existence(spec.raw, result)
-        return result
+                alert_non_existence(spec.raw, direct_nodes)
+
+        return direct_nodes, indirect_nodes
+
+    def select_nodes(self, spec: SelectionSpec) -> Tuple[Set[UniqueId], Set[UniqueId]]:
+        """Select the nodes in the graph according to the spec.
+
+        This is the main point of entry for turning a spec into a set of nodes:
+        - Recurse through spec, select by criteria, combine by set operation
+        - Return final (unfiltered) selection set
+        """
+        direct_nodes, indirect_nodes = self.select_nodes_recursively(spec)
+        indirect_only = indirect_nodes.difference(direct_nodes)
+        return direct_nodes, indirect_only
 
     def _is_graph_member(self, unique_id: UniqueId) -> bool:
         if unique_id in self.manifest.sources:
@@ -162,24 +216,78 @@ class NodeSelector(MethodManager):
             unique_id for unique_id in selected if self._is_match(unique_id)
         }
 
-    def expand_selection(self, selected: Set[UniqueId]) -> Set[UniqueId]:
-        """Perform selector-specific expansion."""
+    def expand_selection(
+        self, selected: Set[UniqueId], greedy: bool = False
+    ) -> Tuple[Set[UniqueId], Set[UniqueId]]:
+        # Test selection can expand to include an implicitly/indirectly selected test.
+        # In this way, `dbt test -m model_a` also includes tests that directly depend on `model_a`.
+        # Expansion has two modes, GREEDY and NOT GREEDY.
+        #
+        # GREEDY mode: If ANY parent is selected, select the test. We use this for EXCLUSION.
+        #
+        # NOT GREEDY mode:
+        #  - If ALL parents are selected, select the test.
+        #  - If ANY parent is missing, return it separately. We'll keep it around
+        #    for later and see if its other parents show up.
+        # We use this for INCLUSION.
+        # Users can also opt in to inclusive GREEDY mode by passing --greedy flag,
+        # or by specifying `greedy: true` in a yaml selector
+
+        direct_nodes = set(selected)
+        indirect_nodes = set()
+
+        for unique_id in self.graph.select_successors(selected):
+            if unique_id in self.manifest.nodes:
+                node = self.manifest.nodes[unique_id]
+                if can_select_indirectly(node):
+                    # should we add it in directly?
+                    if greedy or set(node.depends_on.nodes) <= set(selected):
+                        direct_nodes.add(unique_id)
+                    # if not:
+                    else:
+                        indirect_nodes.add(unique_id)
+
+        return direct_nodes, indirect_nodes
+
+    def incorporate_indirect_nodes(
+        self, direct_nodes: Set[UniqueId], indirect_nodes: Set[UniqueId] = set()
+    ) -> Set[UniqueId]:
+        # Check tests previously selected indirectly to see if ALL their
+        # parents are now present.
+
+        selected = set(direct_nodes)
+
+        for unique_id in indirect_nodes:
+            if unique_id in self.manifest.nodes:
+                node = self.manifest.nodes[unique_id]
+                if set(node.depends_on.nodes) <= set(selected):
+                    selected.add(unique_id)
+
         return selected
 
     def get_selected(self, spec: SelectionSpec) -> Set[UniqueId]:
-        """get_selected runs trhough the node selection process:
+        """get_selected runs through the node selection process:
 
             - node selection. Based on the include/exclude sets, the set
                 of matched unique IDs is returned
-                - expand the graph at each leaf node, before combination
-                    - selectors might override this. for example, this is where
-                        tests are added
+                - includes direct + indirect selection (for tests)
             - filtering:
                 - selectors can filter the nodes after all of them have been
                   selected
         """
-        selected_nodes = self.select_nodes(spec)
+        selected_nodes, indirect_only = self.select_nodes(spec)
         filtered_nodes = self.filter_selection(selected_nodes)
+
+        if indirect_only:
+            filtered_unused_nodes = self.filter_selection(indirect_only)
+            if filtered_unused_nodes and spec.greedy_warning:
+                # log anything that didn't make the cut
+                unused_node_names = []
+                for unique_id in filtered_unused_nodes:
+                    name = self.manifest.nodes[unique_id].name
+                    unused_node_names.append(name)
+                alert_unused_nodes(spec, unused_node_names)
+
         return filtered_nodes
 
     def get_graph_queue(self, spec: SelectionSpec) -> GraphQueue:

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
 
@@ -22,13 +22,11 @@ from dbt.contracts.graph.parsed import (
     ParsedSourceDefinition,
 )
 from dbt.contracts.state import PreviousState
-from dbt.logger import GLOBAL_LOGGER as logger
 from dbt.exceptions import (
     InternalException,
     RuntimeException,
 )
 from dbt.node_types import NodeType
-from dbt.ui import warning_tag
 
 
 SELECTOR_GLOB = '*'
@@ -49,25 +47,23 @@ class MethodName(StrEnum):
     Exposure = 'exposure'
 
 
-def is_selected_node(real_node, node_selector):
-    for i, selector_part in enumerate(node_selector):
+def is_selected_node(fqn: List[str], node_selector: str):
 
-        is_last = (i == len(node_selector) - 1)
+    # If qualified_name exactly matches model name (fqn's leaf), return True
+    if fqn[-1] == node_selector:
+        return True
+    # Flatten node parts. Dots in model names act as namespace separators
+    flat_fqn = [item for segment in fqn for item in segment.split('.')]
+    # Selector components cannot be more than fqn's
+    if len(flat_fqn) < len(node_selector.split('.')):
+        return False
 
+    for i, selector_part in enumerate(node_selector.split('.')):
         # if we hit a GLOB, then this node is selected
         if selector_part == SELECTOR_GLOB:
             return True
-
-        # match package.node_name or package.dir.node_name
-        elif is_last and selector_part == real_node[-1]:
-            return True
-
-        elif len(real_node) <= i:
-            return False
-
-        elif real_node[i] == selector_part:
+        elif flat_fqn[i] == selector_part:
             continue
-
         else:
             return False
 
@@ -154,31 +150,20 @@ class SelectorMethod(metaclass=abc.ABCMeta):
 
 
 class QualifiedNameSelectorMethod(SelectorMethod):
-    def node_is_match(
-        self,
-        qualified_name: List[str],
-        package_names: Set[str],
-        fqn: List[str],
-    ) -> bool:
-        """Determine if a qualfied name matches an fqn, given the set of package
+    def node_is_match(self, qualified_name: str, fqn: List[str]) -> bool:
+        """Determine if a qualified name matches an fqn for all package
         names in the graph.
 
-        :param List[str] qualified_name: The components of the selector or node
-            name, split on '.'.
-        :param Set[str] package_names: The set of pacakge names in the graph.
+        :param str qualified_name: The qualified name to match the nodes with
         :param List[str] fqn: The node's fully qualified name in the graph.
         """
-        if len(qualified_name) == 1 and fqn[-1] == qualified_name[0]:
+        unscoped_fqn = fqn[1:]
+
+        if is_selected_node(fqn, qualified_name):
+            return True
+        # Match nodes across different packages
+        elif is_selected_node(unscoped_fqn, qualified_name):
             return True
-
-        if qualified_name[0] in package_names:
-            if is_selected_node(fqn, qualified_name):
-                return True
-
-        for package_name in package_names:
-            local_qualified_node_name = [package_name] + qualified_name
-            if is_selected_node(fqn, local_qualified_node_name):
-                return True
 
         return False
 
@@ -189,15 +174,9 @@ class QualifiedNameSelectorMethod(SelectorMethod):
 
         :param str selector: The selector or node name
         """
-        qualified_name = selector.split(".")
         parsed_nodes = list(self.parsed_nodes(included_nodes))
-        package_names = {n.package_name for _, n in parsed_nodes}
         for node, real_node in parsed_nodes:
-            if self.node_is_match(
-                qualified_name,
-                package_names,
-                real_node.fqn,
-            ):
+            if self.node_is_match(selector, real_node.fqn):
                 yield node
 
 
@@ -400,7 +379,7 @@ class TestTypeSelectorMethod(SelectorMethod):
 class StateSelectorMethod(SelectorMethod):
     def __init__(self, *args, **kwargs):
         super().__init__(*args, **kwargs)
-        self.macros_were_modified: Optional[List[str]] = None
+        self.modified_macros: Optional[List[str]] = None
 
     def _macros_modified(self) -> List[str]:
         # we checked in the caller!
@@ -413,44 +392,74 @@ class StateSelectorMethod(SelectorMethod):
 
         modified = []
         for uid, macro in new_macros.items():
-            name = f'{macro.package_name}.{macro.name}'
             if uid in old_macros:
                 old_macro = old_macros[uid]
                 if macro.macro_sql != old_macro.macro_sql:
-                    modified.append(f'{name} changed')
+                    modified.append(uid)
             else:
-                modified.append(f'{name} added')
+                modified.append(uid)
 
         for uid, macro in old_macros.items():
             if uid not in new_macros:
-                modified.append(f'{macro.package_name}.{macro.name} removed')
+                modified.append(uid)
 
-        return modified[:3]
+        return modified
 
-    def check_modified(
-        self,
-        old: Optional[SelectorTarget],
-        new: SelectorTarget,
+    def recursively_check_macros_modified(self, node):
+        # check if there are any changes in macros the first time
+        if self.modified_macros is None:
+            self.modified_macros = self._macros_modified()
+
+        # loop through all macros that this node depends on
+        for macro_uid in node.depends_on.macros:
+            # is this macro one of the modified macros?
+            if macro_uid in self.modified_macros:
+                return True
+            # if not, and this macro depends on other macros, keep looping
+            macro = self.manifest.macros[macro_uid]
+            if len(macro.depends_on.macros) > 0:
+                return self.recursively_check_macros_modified(macro)
+            else:
+                return False
+        return False
+
+    def check_modified(self, old: Optional[SelectorTarget], new: SelectorTarget) -> bool:
+        different_contents = not new.same_contents(old)  # type: ignore
+        upstream_macro_change = self.recursively_check_macros_modified(new)
+        return different_contents or upstream_macro_change
+
+    def check_modified_body(self, old: Optional[SelectorTarget], new: SelectorTarget) -> bool:
+        if hasattr(new, "same_body"):
+            return not new.same_body(old)  # type: ignore
+        else:
+            return False
+
+    def check_modified_configs(self, old: Optional[SelectorTarget], new: SelectorTarget) -> bool:
+        if hasattr(new, "same_config"):
+            return not new.same_config(old)  # type: ignore
+        else:
+            return False
+
+    def check_modified_persisted_descriptions(
+        self, old: Optional[SelectorTarget], new: SelectorTarget
     ) -> bool:
-        # check if there are any changes in macros, if so, log a warning the
-        # first time
-        if self.macros_were_modified is None:
-            self.macros_were_modified = self._macros_modified()
-            if self.macros_were_modified:
-                log_str = ', '.join(self.macros_were_modified)
-                logger.warning(warning_tag(
-                    f'During a state comparison, dbt detected a change in '
-                    f'macros. This will not be marked as a modification. Some '
-                    f'macros: {log_str}'
-                ))
+        if hasattr(new, "same_persisted_description"):
+            return not new.same_persisted_description(old)  # type: ignore
+        else:
+            return False
 
-        return not new.same_contents(old)  # type: ignore
-
-    def check_new(
-        self,
-        old: Optional[SelectorTarget],
-        new: SelectorTarget,
+    def check_modified_relation(
+        self, old: Optional[SelectorTarget], new: SelectorTarget
     ) -> bool:
+        if hasattr(new, "same_database_representation"):
+            return not new.same_database_representation(old)  # type: ignore
+        else:
+            return False
+
+    def check_modified_macros(self, _, new: SelectorTarget) -> bool:
+        return self.recursively_check_macros_modified(new)
+
+    def check_new(self, old: Optional[SelectorTarget], new: SelectorTarget) -> bool:
         return old is None
 
     def search(
@@ -462,8 +471,15 @@ class StateSelectorMethod(SelectorMethod):
             )
 
         state_checks = {
+            # it's new if there is no old version
+            'new': lambda old, _: old is None,
+            # use methods defined above to compare properties of old + new
             'modified': self.check_modified,
-            'new': self.check_new,
+            'modified.body': self.check_modified_body,
+            'modified.configs': self.check_modified_configs,
+            'modified.persisted_descriptions': self.check_modified_persisted_descriptions,
+            'modified.relation': self.check_modified_relation,
+            'modified.macros': self.check_modified_macros,
         }
         if selector in state_checks:
             checker = state_checks[selector]

core/dbt/graph/selector_spec.py

@@ -66,6 +66,8 @@ class SelectionCriteria:
     parents_depth: Optional[int]
     children: bool
     children_depth: Optional[int]
+    greedy: bool = False
+    greedy_warning: bool = False  # do not raise warning for yaml selectors
 
     def __post_init__(self):
         if self.children and self.childrens_parents:
@@ -102,7 +104,9 @@ 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], greedy: bool = False
+    ) -> 'SelectionCriteria':
         if 'value' not in dct:
             raise RuntimeException(
                 f'Invalid node spec "{raw}" - no search value!'
@@ -121,6 +125,7 @@ class SelectionCriteria:
             parents_depth=parents_depth,
             children=bool(dct.get('children')),
             children_depth=children_depth,
+            greedy=(greedy or bool(dct.get('greedy'))),
         )
 
     @classmethod
@@ -141,16 +146,18 @@ class SelectionCriteria:
             dct['parents'] = bool(dct.get('parents'))
         if 'children' in dct:
             dct['children'] = bool(dct.get('children'))
+        if 'greedy' in dct:
+            dct['greedy'] = bool(dct.get('greedy'))
         return dct
 
     @classmethod
-    def from_single_spec(cls, raw: str) -> 'SelectionCriteria':
+    def from_single_spec(cls, raw: str, greedy: bool = False) -> 'SelectionCriteria':
         result = RAW_SELECTOR_PATTERN.match(raw)
         if result is None:
             # 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(), greedy=greedy)
 
 
 class BaseSelectionGroup(Iterable[SelectionSpec], metaclass=ABCMeta):
@@ -158,10 +165,12 @@ class BaseSelectionGroup(Iterable[SelectionSpec], metaclass=ABCMeta):
         self,
         components: Iterable[SelectionSpec],
         expect_exists: bool = False,
+        greedy_warning: bool = True,
         raw: Any = None,
     ):
         self.components: List[SelectionSpec] = list(components)
         self.expect_exists = expect_exists
+        self.greedy_warning = greedy_warning
         self.raw = raw
 
     def __iter__(self) -> Iterator[SelectionSpec]:

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/include/global_project/macros/adapters/common.sql

@@ -1,5 +1,5 @@
 {% macro get_columns_in_query(select_sql) -%}
-  {{ return(adapter.dispatch('get_columns_in_query')(select_sql)) }}
+  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}
 {% endmacro %}
 
 {% macro default__get_columns_in_query(select_sql) %}
@@ -15,7 +15,7 @@
 {% endmacro %}
 
 {% macro create_schema(relation) -%}
-  {{ adapter.dispatch('create_schema')(relation) }}
+  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}
 {% endmacro %}
 
 {% macro default__create_schema(relation) -%}
@@ -25,7 +25,7 @@
 {% endmacro %}
 
 {% macro drop_schema(relation) -%}
-  {{ adapter.dispatch('drop_schema')(relation) }}
+  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}
 {% endmacro %}
 
 {% macro default__drop_schema(relation) -%}
@@ -35,7 +35,7 @@
 {% endmacro %}
 
 {% macro create_table_as(temporary, relation, sql) -%}
-  {{ adapter.dispatch('create_table_as')(temporary, relation, sql) }}
+  {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, sql) }}
 {%- endmacro %}
 
 {% macro default__create_table_as(temporary, relation, sql) -%}
@@ -51,8 +51,31 @@
 
 {% endmacro %}
 
+{% macro get_create_index_sql(relation, index_dict) -%}
+  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}
+{% endmacro %}
+
+{% macro default__get_create_index_sql(relation, index_dict) -%}
+  {% do return(None) %}
+{% endmacro %}
+
+{% macro create_indexes(relation) -%}
+  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}
+{%- endmacro %}
+
+{% macro default__create_indexes(relation) -%}
+  {%- set _indexes = config.get('indexes', default=[]) -%}
+
+  {% for _index_dict in _indexes %}
+    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}
+    {% if create_index_sql %}
+      {% do run_query(create_index_sql) %}
+    {% endif %}
+  {% endfor %}
+{% endmacro %}
+
 {% macro create_view_as(relation, sql) -%}
-  {{ adapter.dispatch('create_view_as')(relation, sql) }}
+  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}
 {%- endmacro %}
 
 {% macro default__create_view_as(relation, sql) -%}
@@ -66,7 +89,7 @@
 
 
 {% macro get_catalog(information_schema, schemas) -%}
-  {{ return(adapter.dispatch('get_catalog')(information_schema, schemas)) }}
+  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}
 {%- endmacro %}
 
 {% macro default__get_catalog(information_schema, schemas) -%}
@@ -81,7 +104,7 @@
 
 
 {% macro get_columns_in_relation(relation) -%}
-  {{ return(adapter.dispatch('get_columns_in_relation')(relation)) }}
+  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}
 {% endmacro %}
 
 {% macro sql_convert_columns_in_relation(table) -%}
@@ -98,13 +121,13 @@
 {% endmacro %}
 
 {% macro alter_column_type(relation, column_name, new_column_type) -%}
-  {{ return(adapter.dispatch('alter_column_type')(relation, column_name, new_column_type)) }}
+  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}
 {% endmacro %}
 
 
 
 {% macro alter_column_comment(relation, column_dict) -%}
-  {{ return(adapter.dispatch('alter_column_comment')(relation, column_dict)) }}
+  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}
 {% endmacro %}
 
 {% macro default__alter_column_comment(relation, column_dict) -%}
@@ -113,7 +136,7 @@
 {% endmacro %}
 
 {% macro alter_relation_comment(relation, relation_comment) -%}
-  {{ return(adapter.dispatch('alter_relation_comment')(relation, relation_comment)) }}
+  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}
 {% endmacro %}
 
 {% macro default__alter_relation_comment(relation, relation_comment) -%}
@@ -122,7 +145,7 @@
 {% endmacro %}
 
 {% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}
-  {{ return(adapter.dispatch('persist_docs')(relation, model, for_relation, for_columns)) }}
+  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}
 {% endmacro %}
 
 {% macro default__persist_docs(relation, model, for_relation, for_columns) -%}
@@ -157,7 +180,7 @@
 
 
 {% macro drop_relation(relation) -%}
-  {{ return(adapter.dispatch('drop_relation')(relation)) }}
+  {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}
 {% endmacro %}
 
 
@@ -168,7 +191,7 @@
 {% endmacro %}
 
 {% macro truncate_relation(relation) -%}
-  {{ return(adapter.dispatch('truncate_relation')(relation)) }}
+  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}
 {% endmacro %}
 
 
@@ -179,7 +202,7 @@
 {% endmacro %}
 
 {% macro rename_relation(from_relation, to_relation) -%}
-  {{ return(adapter.dispatch('rename_relation')(from_relation, to_relation)) }}
+  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}
 {% endmacro %}
 
 {% macro default__rename_relation(from_relation, to_relation) -%}
@@ -191,7 +214,7 @@
 
 
 {% macro information_schema_name(database) %}
-  {{ return(adapter.dispatch('information_schema_name')(database)) }}
+  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}
 {% endmacro %}
 
 {% macro default__information_schema_name(database) -%}
@@ -204,7 +227,7 @@
 
 
 {% macro list_schemas(database) -%}
-  {{ return(adapter.dispatch('list_schemas')(database)) }}
+  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}
 {% endmacro %}
 
 {% macro default__list_schemas(database) -%}
@@ -218,7 +241,7 @@
 
 
 {% macro check_schema_exists(information_schema, schema) -%}
-  {{ return(adapter.dispatch('check_schema_exists')(information_schema, schema)) }}
+  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}
 {% endmacro %}
 
 {% macro default__check_schema_exists(information_schema, schema) -%}
@@ -233,7 +256,7 @@
 
 
 {% macro list_relations_without_caching(schema_relation) %}
-  {{ return(adapter.dispatch('list_relations_without_caching')(schema_relation)) }}
+  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}
 {% endmacro %}
 
 
@@ -244,7 +267,7 @@
 
 
 {% macro current_timestamp() -%}
-  {{ adapter.dispatch('current_timestamp')() }}
+  {{ adapter.dispatch('current_timestamp', 'dbt')() }}
 {%- endmacro %}
 
 
@@ -255,7 +278,7 @@
 
 
 {% macro collect_freshness(source, loaded_at_field, filter) %}
-  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}
+  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}
 {% endmacro %}
 
 
@@ -273,7 +296,7 @@
 {% endmacro %}
 
 {% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}
-  {{ return(adapter.dispatch('make_temp_relation')(base_relation, suffix))}}
+  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix))}}
 {% endmacro %}
 
 {% macro default__make_temp_relation(base_relation, suffix) %}
@@ -288,3 +311,34 @@
   {{ config.set('sql_header', caller()) }}
 {%- endmacro %}
 
+
+{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}
+  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}
+{% endmacro %}
+
+{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}
+  
+  {% if add_columns is none %}
+    {% set add_columns = [] %}
+  {% endif %}
+  {% if remove_columns is none %}
+    {% set remove_columns = [] %}
+  {% endif %}
+  
+  {% set sql -%}
+     
+     alter {{ relation.type }} {{ relation }}
+       
+            {% for column in add_columns %}
+               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}
+            {% endfor %}{{ ',' if remove_columns | length > 0 }}
+            
+            {% for column in remove_columns %}
+                drop column {{ column.name }}{{ ',' if not loop.last }}
+            {% endfor %}
+  
+  {%- endset -%}
+
+  {% do run_query(sql) %}
+
+{% endmacro %}

core/dbt/include/global_project/macros/etc/get_custom_alias.sql

@@ -13,6 +13,10 @@
 
 #}
 {% macro generate_alias_name(custom_alias_name=none, node=none) -%}
+    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}
+{%- endmacro %}
+
+{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}
 
     {%- if custom_alias_name is none -%}
 

core/dbt/include/global_project/macros/etc/get_custom_database.sql

@@ -14,7 +14,7 @@
 
 #}
 {% macro generate_database_name(custom_database_name=none, node=none) -%}
-    {% do return(adapter.dispatch('generate_database_name')(custom_database_name, node)) %}
+    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}
 {%- endmacro %}
 
 {% macro default__generate_database_name(custom_database_name=none, node=none) -%}

core/dbt/include/global_project/macros/etc/get_custom_schema.sql

@@ -15,6 +15,10 @@
 
 #}
 {% macro generate_schema_name(custom_schema_name, node) -%}
+    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}
+{% endmacro %}
+
+{% macro default__generate_schema_name(custom_schema_name, node) -%}
 
     {%- set default_schema = target.schema -%}
     {%- if custom_schema_name is none -%}

core/dbt/include/global_project/macros/etc/where_subquery.sql

@@ -0,0 +1,15 @@
+{% macro get_where_subquery(relation) -%}
+    {% do return(adapter.dispatch('get_where_subquery')(relation)) %}
+{%- endmacro %}
+
+{% macro default__get_where_subquery(relation) -%}
+    {% set where = config.get('where', '') %}
+    {% if where %}
+        {%- set filtered -%}
+            (select * from {{ relation }} where {{ where }}) dbt_subquery
+        {%- endset -%}
+        {% do return(filtered) %}
+    {%- else -%}
+        {% do return(relation) %}
+    {%- endif -%}
+{%- endmacro %}

core/dbt/include/global_project/macros/materializations/common/merge.sql

@@ -1,23 +1,24 @@
 
 
 {% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}
-  {{ adapter.dispatch('get_merge_sql')(target, source, unique_key, dest_columns, predicates) }}
+  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}
 {%- endmacro %}
 
 
 {% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}
-  {{ adapter.dispatch('get_delete_insert_merge_sql')(target, source, unique_key, dest_columns) }}
+  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}
 {%- endmacro %}
 
 
 {% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}
-  {{ adapter.dispatch('get_insert_overwrite_merge_sql')(target, source, dest_columns, predicates, include_sql_header) }}
+  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}
 {%- endmacro %}
 
 
 {% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}
     {%- set predicates = [] if predicates is none else [] + predicates -%}
     {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute="name")) -%}
+    {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute="quoted") | list) -%}
     {%- set sql_header = config.get('sql_header', none) -%}
 
     {% if unique_key %}
@@ -37,8 +38,8 @@
 
     {% if unique_key %}
     when matched then update set
-        {% for column in dest_columns -%}
-            {{ adapter.quote(column.name) }} = DBT_INTERNAL_SOURCE.{{ adapter.quote(column.name) }}
+        {% for column_name in update_columns -%}
+            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}
             {%- if not loop.last %}, {%- endif %}
         {%- endfor %}
     {% endif %}
@@ -78,7 +79,7 @@
     (
         select {{ dest_cols_csv }}
         from {{ source }}
-    );
+    )
 
 {%- endmacro %}
 

core/dbt/include/global_project/macros/materializations/helpers.sql

@@ -72,3 +72,12 @@
   {% endif %}
   {% do return(config_full_refresh) %}
 {% endmacro %}
+
+
+{% macro should_store_failures() %}
+  {% set config_store_failures = config.get('store_failures') %}
+  {% if config_store_failures is none %}
+    {% set config_store_failures = flags.STORE_FAILURES %}
+  {% endif %}
+  {% do return(config_store_failures) %}
+{% endmacro %}

core/dbt/include/global_project/macros/materializations/incremental/helpers.sql

@@ -1,5 +1,6 @@
 
 {% macro incremental_upsert(tmp_relation, target_relation, unique_key=none, statement_name="main") %}
+    
     {%- set dest_columns = adapter.get_columns_in_relation(target_relation) -%}
     {%- set dest_cols_csv = dest_columns | map(attribute='quoted') | join(', ') -%}
 

core/dbt/include/global_project/macros/materializations/incremental/incremental.sql

@@ -5,7 +5,26 @@
 
   {% set target_relation = this.incorporate(type='table') %}
   {% set existing_relation = load_relation(this) %}
-  {% set tmp_relation = make_temp_relation(this) %}
+  {% set tmp_relation = make_temp_relation(target_relation) %}
+  {%- set full_refresh_mode = (should_full_refresh()) -%}
+
+  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}
+
+  {% set tmp_identifier = model['name'] + '__dbt_tmp' %}
+  {% set backup_identifier = model['name'] + "__dbt_backup" %}
+
+  -- the intermediate_ and backup_ relations should not already exist in the database; get_relation
+  -- will return None in that case. Otherwise, we get a relation that we can drop
+  -- later, before we try to use this name for the current operation. This has to happen before
+  -- BEGIN, in a separate transaction
+  {% set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, 
+                                                                  schema=schema,
+                                                                  database=database) %}                                               
+  {% set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,
+                                                            schema=schema,
+                                                            database=database) %}
+  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}
+  {{ drop_relation_if_exists(preexisting_backup_relation) }}
 
   {{ run_hooks(pre_hooks, inside_transaction=False) }}
 
@@ -13,32 +32,47 @@
   {{ run_hooks(pre_hooks, inside_transaction=True) }}
 
   {% set to_drop = [] %}
+
+  {# -- first check whether we want to full refresh for source view or config reasons #}
+  {% set trigger_full_refresh = (full_refresh_mode or existing_relation.is_view) %}
+
   {% if existing_relation is none %}
       {% set build_sql = create_table_as(False, target_relation, sql) %}
-  {% elif existing_relation.is_view or should_full_refresh() %}
+{% elif trigger_full_refresh %}
       {#-- Make sure the backup doesn't exist so we don't encounter issues with the rename below #}
-      {% set backup_identifier = existing_relation.identifier ~ "__dbt_backup" %}
+      {% set tmp_identifier = model['name'] + '__dbt_tmp' %}
+      {% set backup_identifier = model['name'] + '__dbt_backup' %}
+      {% set intermediate_relation = existing_relation.incorporate(path={"identifier": tmp_identifier}) %}
       {% set backup_relation = existing_relation.incorporate(path={"identifier": backup_identifier}) %}
-      {% do adapter.drop_relation(backup_relation) %}
 
-      {% do adapter.rename_relation(target_relation, backup_relation) %}
-      {% set build_sql = create_table_as(False, target_relation, sql) %}
+      {% set build_sql = create_table_as(False, intermediate_relation, sql) %}
+      {% set need_swap = true %}
       {% do to_drop.append(backup_relation) %}
   {% else %}
-      {% set tmp_relation = make_temp_relation(target_relation) %}
-      {% do run_query(create_table_as(True, tmp_relation, sql)) %}
-      {% do adapter.expand_target_column_types(
+    {% do run_query(create_table_as(True, tmp_relation, sql)) %}
+    {% do adapter.expand_target_column_types(
              from_relation=tmp_relation,
              to_relation=target_relation) %}
-      {% set build_sql = incremental_upsert(tmp_relation, target_relation, unique_key=unique_key) %}
+    {% do process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}
+    {% set build_sql = incremental_upsert(tmp_relation, target_relation, unique_key=unique_key) %}
+  
   {% endif %}
 
   {% call statement("main") %}
       {{ build_sql }}
   {% endcall %}
 
+  {% if need_swap %} 
+      {% do adapter.rename_relation(target_relation, backup_relation) %} 
+      {% do adapter.rename_relation(intermediate_relation, target_relation) %} 
+  {% endif %}
+
   {% do persist_docs(target_relation, model) %}
 
+  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}
+    {% do create_indexes(target_relation) %}
+  {% endif %}
+
   {{ run_hooks(post_hooks, inside_transaction=True) }}
 
   -- `COMMIT` happens here

core/dbt/include/global_project/macros/materializations/incremental/on_schema_change.sql

@@ -0,0 +1,164 @@
+{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}
+   
+   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}
+     
+     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}
+     {% do log(log_message) %}
+     
+     {{ return(default) }}
+
+   {% else %}
+
+     {{ return(on_schema_change) }}
+   
+   {% endif %}
+
+{% endmacro %}
+
+{% macro diff_columns(source_columns, target_columns) %}
+
+  {% set result = [] %}
+  {% set source_names = source_columns | map(attribute = 'column') | list %}
+  {% set target_names = target_columns | map(attribute = 'column') | list %}
+   
+   {# --check whether the name attribute exists in the target - this does not perform a data type check #}
+   {% for sc in source_columns %}
+     {% if sc.name not in target_names %}
+        {{ result.append(sc) }}
+     {% endif %}
+   {% endfor %}
+  
+  {{ return(result) }}
+
+{% endmacro %}
+
+{% macro diff_column_data_types(source_columns, target_columns) %}
+  
+  {% set result = [] %}
+  {% for sc in source_columns %}
+    {% set tc = target_columns | selectattr("name", "equalto", sc.name) | list | first %}
+    {% if tc %}
+      {% if sc.data_type != tc.data_type %}
+        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }} 
+      {% endif %}
+    {% endif %}
+  {% endfor %}
+
+  {{ return(result) }}
+
+{% endmacro %}
+
+
+{% macro check_for_schema_changes(source_relation, target_relation) %}
+  
+  {% set schema_changed = False %}
+  
+  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}
+  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}
+  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}
+  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}
+  
+  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}
+
+  {% if source_not_in_target != [] %}
+    {% set schema_changed = True %}
+  {% elif target_not_in_source != [] or new_target_types != [] %}
+    {% set schema_changed = True %}
+  {% elif new_target_types != [] %}
+    {% set schema_changed = True %}
+  {% endif %}
+  
+  {% set changes_dict = {
+    'schema_changed': schema_changed,
+    'source_not_in_target': source_not_in_target,
+    'target_not_in_source': target_not_in_source,
+    'new_target_types': new_target_types
+  } %}
+
+  {% set msg %}
+    In {{ target_relation }}:
+        Schema changed: {{ schema_changed }}
+        Source columns not in target: {{ source_not_in_target }}
+        Target columns not in source: {{ target_not_in_source }}
+        New column types: {{ new_target_types }}
+  {% endset %}
+  
+  {% do log(msg) %}
+
+  {{ return(changes_dict) }}
+
+{% endmacro %}
+
+
+{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}
+  
+  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}
+
+  {%- if on_schema_change == 'append_new_columns'-%}
+     {%- if add_to_target_arr | length > 0 -%}
+       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}
+     {%- endif -%}
+  
+  {% elif on_schema_change == 'sync_all_columns' %}
+     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}
+     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}
+  
+     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %} 
+       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}
+     {% endif %}
+
+     {% if new_target_types != [] %}
+       {% for ntt in new_target_types %}
+         {% set column_name = ntt['column_name'] %}
+         {% set new_type = ntt['new_type'] %}
+         {% do alter_column_type(target_relation, column_name, new_type) %}
+       {% endfor %}
+     {% endif %}
+  
+  {% endif %}
+
+  {% set schema_change_message %}
+    In {{ target_relation }}:
+        Schema change approach: {{ on_schema_change }}
+        Columns added: {{ add_to_target_arr }}
+        Columns removed: {{ remove_from_target_arr }}
+        Data types changed: {{ new_target_types }}
+  {% endset %}
+  
+  {% do log(schema_change_message) %}
+  
+{% endmacro %}
+
+
+{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}
+    
+    {% if on_schema_change != 'ignore' %}
+    
+      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}
+      
+      {% if schema_changes_dict['schema_changed'] %}
+    
+        {% if on_schema_change == 'fail' %}
+        
+          {% set fail_msg %}
+              The source and target schemas on this incremental model are out of sync!
+              They can be reconciled in several ways: 
+                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.
+                - Re-run the incremental model with `full_refresh: True` to update the target schema.
+                - update the schema manually and re-run the process.
+          {% endset %}
+          
+          {% do exceptions.raise_compiler_error(fail_msg) %}
+        
+        {# -- unless we ignore, run the sync operation per the config #}
+        {% else %}
+          
+          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}
+        
+        {% endif %}
+      
+      {% endif %}
+    
+    {% endif %}
+
+{% endmacro %}

core/dbt/include/global_project/macros/materializations/seed/seed.sql

@@ -1,14 +1,6 @@
 
 {% macro create_csv_table(model, agate_table) -%}
-  {{ adapter.dispatch('create_csv_table')(model, agate_table) }}
-{%- endmacro %}
-
-{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}
-  {{ adapter.dispatch('reset_csv_table')(model, full_refresh, old_relation, agate_table) }}
-{%- endmacro %}
-
-{% macro load_csv_rows(model, agate_table) -%}
-  {{ adapter.dispatch('load_csv_rows')(model, agate_table) }}
+  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}
 {%- endmacro %}
 
 {% macro default__create_csv_table(model, agate_table) %}
@@ -33,6 +25,9 @@
   {{ return(sql) }}
 {% endmacro %}
 
+{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}
+  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}
+{%- endmacro %}
 
 {% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}
     {% set sql = "" %}
@@ -47,6 +42,21 @@
     {{ return(sql) }}
 {% endmacro %}
 
+{% macro get_binding_char() -%}
+  {{ adapter.dispatch('get_binding_char', 'dbt')() }}
+{%- endmacro %}
+
+{% macro default__get_binding_char() %}
+  {{ return('%s') }}
+{% endmacro %}
+
+{% macro get_batch_size() -%}
+  {{ adapter.dispatch('get_batch_size', 'dbt')() }}
+{%- endmacro %}
+
+{% macro default__get_batch_size() %}
+  {{ return(10000) }}
+{% endmacro %}
 
 {% macro get_seed_column_quoted_csv(model, column_names) %}
   {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}
@@ -59,47 +69,47 @@
     {{ return(dest_cols_csv) }}
 {% endmacro %}
 
-
-{% macro basic_load_csv_rows(model, batch_size, agate_table) %}
-    {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}
-    {% set bindings = [] %}
-
-    {% set statements = [] %}
-
-    {% for chunk in agate_table.rows | batch(batch_size) %}
-        {% set bindings = [] %}
-
-        {% for row in chunk %}
-            {% do bindings.extend(row) %}
-        {% endfor %}
-
-        {% set sql %}
-            insert into {{ this.render() }} ({{ cols_sql }}) values
-            {% for row in chunk -%}
-                ({%- for column in agate_table.column_names -%}
-                    %s
-                    {%- if not loop.last%},{%- endif %}
-                {%- endfor -%})
-                {%- if not loop.last%},{%- endif %}
-            {%- endfor %}
-        {% endset %}
-
-        {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}
-
-        {% if loop.index0 == 0 %}
-            {% do statements.append(sql) %}
-        {% endif %}
-    {% endfor %}
-
-    {# Return SQL so we can render it out into the compiled files #}
-    {{ return(statements[0]) }}
-{% endmacro %}
-
+{% macro load_csv_rows(model, agate_table) -%}
+  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}
+{%- endmacro %}
 
 {% macro default__load_csv_rows(model, agate_table) %}
-  {{ return(basic_load_csv_rows(model, 10000, agate_table) )}}
-{% endmacro %}
 
+  {% set batch_size = get_batch_size() %}
+
+  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}
+  {% set bindings = [] %}
+
+  {% set statements = [] %}
+
+  {% for chunk in agate_table.rows | batch(batch_size) %}
+      {% set bindings = [] %}
+
+      {% for row in chunk %}
+          {% do bindings.extend(row) %}
+      {% endfor %}
+
+      {% set sql %}
+          insert into {{ this.render() }} ({{ cols_sql }}) values
+          {% for row in chunk -%}
+              ({%- for column in agate_table.column_names -%}
+                  {{ get_binding_char() }}
+                  {%- if not loop.last%},{%- endif %}
+              {%- endfor -%})
+              {%- if not loop.last%},{%- endif %}
+          {%- endfor %}
+      {% endset %}
+
+      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}
+
+      {% if loop.index0 == 0 %}
+          {% do statements.append(sql) %}
+      {% endif %}
+  {% endfor %}
+
+  {# Return SQL so we can render it out into the compiled files #}
+  {{ return(statements[0]) }}
+{% endmacro %}
 
 {% materialization seed, default %}
 
@@ -142,6 +152,10 @@
   {% set target_relation = this.incorporate(type='table') %}
   {% do persist_docs(target_relation, model) %}
 
+  {% if full_refresh_mode or not exists_as_table %}
+    {% do create_indexes(target_relation) %}
+  {% endif %}
+
   {{ run_hooks(post_hooks, inside_transaction=True) }}
 
   -- `COMMIT` happens here

core/dbt/include/global_project/macros/materializations/snapshot/snapshot.sql

@@ -2,7 +2,7 @@
     Add new columns to the table if applicable
 #}
 {% macro create_columns(relation, columns) %}
-  {{ adapter.dispatch('create_columns')(relation, columns) }}
+  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}
 {% endmacro %}
 
 {% macro default__create_columns(relation, columns) %}
@@ -15,7 +15,7 @@
 
 
 {% macro post_snapshot(staging_relation) %}
-  {{ adapter.dispatch('post_snapshot')(staging_relation) }}
+  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}
 {% endmacro %}
 
 {% macro default__post_snapshot(staging_relation) %}
@@ -263,6 +263,10 @@
 
   {% do persist_docs(target_relation, model) %}
 
+  {% if not target_relation_exists %}
+    {% do create_indexes(target_relation) %}
+  {% endif %}
+
   {{ run_hooks(post_hooks, inside_transaction=True) }}
 
   {{ adapter.commit() }}

core/dbt/include/global_project/macros/materializations/snapshot/snapshot_merge.sql

@@ -1,6 +1,6 @@
 
 {% macro snapshot_merge_sql(target, source, insert_cols) -%}
-  {{ adapter.dispatch('snapshot_merge_sql')(target, source, insert_cols) }}
+  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}
 {%- endmacro %}
 
 
@@ -21,7 +21,6 @@
      and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'
         then insert ({{ insert_cols_csv }})
         values ({{ insert_cols_csv }})
-    ;
+
 {% endmacro %}
 
-

core/dbt/include/global_project/macros/materializations/snapshot/strategies.sql

@@ -36,7 +36,7 @@
     Create SCD Hash SQL fields cross-db
 #}
 {% macro snapshot_hash_arguments(args) -%}
-  {{ adapter.dispatch('snapshot_hash_arguments')(args) }}
+  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}
 {%- endmacro %}
 
 
@@ -52,7 +52,7 @@
     Get the current time cross-db
 #}
 {% macro snapshot_get_time() -%}
-  {{ adapter.dispatch('snapshot_get_time')() }}
+  {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}
 {%- endmacro %}
 
 {% macro default__snapshot_get_time() -%}
@@ -75,7 +75,7 @@
         table instead of assuming that the user-supplied {{ updated_at }}
         will be present in the historical data.
 
-        See https://github.com/fishtown-analytics/dbt/issues/2350
+        See https://github.com/dbt-labs/dbt/issues/2350
     */ #}
     {% set row_changed_expr -%}
         ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})
@@ -94,7 +94,7 @@
 
 
 {% macro snapshot_string_as_time(timestamp) -%}
-    {{ adapter.dispatch('snapshot_string_as_time')(timestamp) }}
+    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}
 {%- endmacro %}
 
 
@@ -144,7 +144,7 @@
     {% if now is none or now is undefined -%}
         {%- do exceptions.raise_compiler_error('Could not get a snapshot start time from the database') -%}
     {%- endif %}
-    {% set updated_at = snapshot_string_as_time(now) %}
+    {% set updated_at = config.get('updated_at', snapshot_string_as_time(now)) %}
 
     {% set column_added = false %}
 

core/dbt/include/global_project/macros/materializations/table/table.sql

@@ -12,7 +12,12 @@
                                                       schema=schema,
                                                       database=database,
                                                       type='table') -%}
-
+  -- the intermediate_relation should not already exist in the database; get_relation
+  -- will return None in that case. Otherwise, we get a relation that we can drop
+  -- later, before we try to use this name for the current operation
+  {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, 
+                                                                   schema=schema,
+                                                                   database=database) -%}
   /*
       See ../view/view.sql for more information about this relation.
   */
@@ -21,14 +26,15 @@
                                                 schema=schema,
                                                 database=database,
                                                 type=backup_relation_type) -%}
-
-  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}
-  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}
+  -- as above, the backup_relation should not already exist
+  {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,
+                                                             schema=schema,
+                                                             database=database) -%}
 
 
-  -- drop the temp relations if they exists for some reason
-  {{ adapter.drop_relation(intermediate_relation) }}
-  {{ adapter.drop_relation(backup_relation) }}
+  -- drop the temp relations if they exist already in the database
+  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}
+  {{ drop_relation_if_exists(preexisting_backup_relation) }}
 
   {{ run_hooks(pre_hooks, inside_transaction=False) }}
 
@@ -42,11 +48,13 @@
 
   -- cleanup
   {% if old_relation is not none %}
-      {{ adapter.rename_relation(target_relation, backup_relation) }}
+      {{ adapter.rename_relation(old_relation, backup_relation) }}
   {% endif %}
 
   {{ adapter.rename_relation(intermediate_relation, target_relation) }}
 
+  {% do create_indexes(target_relation) %}
+
   {{ run_hooks(post_hooks, inside_transaction=True) }}
 
   {% do persist_docs(target_relation, model) %}

core/dbt/include/global_project/macros/materializations/test.sql

@@ -0,0 +1,64 @@
+{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}
+  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}
+{%- endmacro %}
+
+
+{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}
+    select
+      {{ fail_calc }} as failures,
+      {{ fail_calc }} {{ warn_if }} as should_warn,
+      {{ fail_calc }} {{ error_if }} as should_error
+    from (
+      {{ main_sql }}
+      {{ "limit " ~ limit if limit != none }}
+    ) dbt_internal_test
+{%- endmacro %}
+
+{%- materialization test, default -%}
+
+  {% set relations = [] %}
+
+  {% if should_store_failures() %}
+
+    {% set identifier = model['alias'] %}
+    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}
+    {% set target_relation = api.Relation.create(
+        identifier=identifier, schema=schema, database=database, type='table') -%} %}
+    
+    {% if old_relation %}
+        {% do adapter.drop_relation(old_relation) %}
+    {% endif %}
+    
+    {% call statement(auto_begin=True) %}
+        {{ create_table_as(False, target_relation, sql) }}
+    {% endcall %}
+    
+    {% do relations.append(target_relation) %}
+  
+    {% set main_sql %}
+        select *
+        from {{ target_relation }}
+    {% endset %}
+    
+    {{ adapter.commit() }}
+  
+  {% else %}
+
+      {% set main_sql = sql %}
+  
+  {% endif %}
+
+  {% set limit = config.get('limit') %}
+  {% set fail_calc = config.get('fail_calc') %}
+  {% set warn_if = config.get('warn_if') %}
+  {% set error_if = config.get('error_if') %}
+
+  {% call statement('main', fetch_result=True) -%}
+
+    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}
+
+  {%- endcall %}
+  
+  {{ return({'relations': relations}) }}
+
+{%- endmaterialization -%}

core/dbt/include/global_project/macros/materializations/view/create_or_replace_view.sql

@@ -1,9 +1,10 @@
 
 {% macro handle_existing_table(full_refresh, old_relation) %}
-    {{ adapter.dispatch("handle_existing_table", packages=['dbt'])(full_refresh, old_relation) }}
+    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}
 {% endmacro %}
 
 {% macro default__handle_existing_table(full_refresh, old_relation) %}
+    {{ log("Dropping relation " ~ old_relation ~ " because it is of type " ~ old_relation.type) }}
     {{ adapter.drop_relation(old_relation) }}
 {% endmacro %}
 
@@ -19,7 +20,7 @@
     */
 #}
 
-{% macro create_or_replace_view(run_outside_transaction_hooks=True) %}
+{% macro create_or_replace_view() %}
   {%- set identifier = model['alias'] -%}
 
   {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}
@@ -30,13 +31,7 @@
       identifier=identifier, schema=schema, database=database,
       type='view') -%}
 
-  {% if run_outside_transaction_hooks %}
-      -- no transactions on BigQuery
-      {{ run_hooks(pre_hooks, inside_transaction=False) }}
-  {% endif %}
-
-  -- `BEGIN` happens here on Snowflake
-  {{ run_hooks(pre_hooks, inside_transaction=True) }}
+  {{ run_hooks(pre_hooks) }}
 
   -- If there's a table with the same name and we weren't told to full refresh,
   -- that's an error. If we were told to full refresh, drop it. This behavior differs
@@ -50,14 +45,7 @@
     {{ create_view_as(target_relation, sql) }}
   {%- endcall %}
 
-  {{ run_hooks(post_hooks, inside_transaction=True) }}
-
-  {{ adapter.commit() }}
-
-  {% if run_outside_transaction_hooks %}
-      -- No transactions on BigQuery
-      {{ run_hooks(post_hooks, inside_transaction=False) }}
-  {% endif %}
+  {{ run_hooks(post_hooks) }}
 
   {{ return({'relations': [target_relation]}) }}
 

core/dbt/include/global_project/macros/materializations/view/view.sql

@@ -9,7 +9,12 @@
                                                 type='view') -%}
   {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,
                                                       schema=schema, database=database, type='view') -%}
-
+  -- the intermediate_relation should not already exist in the database; get_relation
+  -- will return None in that case. Otherwise, we get a relation that we can drop
+  -- later, before we try to use this name for the current operation
+  {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, 
+                                                                   schema=schema,
+                                                                   database=database) -%}
   /*
      This relation (probably) doesn't exist yet. If it does exist, it's a leftover from
      a previous run, and we're going to try to drop it immediately. At the end of this
@@ -27,14 +32,16 @@
   {%- set backup_relation = api.Relation.create(identifier=backup_identifier,
                                                 schema=schema, database=database,
                                                 type=backup_relation_type) -%}
-
-  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}
+  -- as above, the backup_relation should not already exist
+  {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,
+                                                             schema=schema,
+                                                             database=database) -%}
 
   {{ run_hooks(pre_hooks, inside_transaction=False) }}
 
-  -- drop the temp relations if they exists for some reason
-  {{ adapter.drop_relation(intermediate_relation) }}
-  {{ adapter.drop_relation(backup_relation) }}
+  -- drop the temp relations if they exist already in the database
+  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}
+  {{ drop_relation_if_exists(preexisting_backup_relation) }}
 
   -- `BEGIN` happens here:
   {{ run_hooks(pre_hooks, inside_transaction=True) }}
@@ -47,7 +54,7 @@
   -- cleanup
   -- move the existing view out of the way
   {% if old_relation is not none %}
-    {{ adapter.rename_relation(target_relation, backup_relation) }}
+    {{ adapter.rename_relation(old_relation, backup_relation) }}
   {% endif %}
   {{ adapter.rename_relation(intermediate_relation, target_relation) }}
 

core/dbt/include/global_project/macros/schema_tests/accepted_values.sql

@@ -1,43 +1,33 @@
-
-{% macro default__test_accepted_values(model, values) %}
-
-{% set column_name = kwargs.get('column_name', kwargs.get('field')) %}
-{% set quote_values = kwargs.get('quote', True) %}
+{% macro default__test_accepted_values(model, column_name, values, quote=True) %}
 
 with all_values as (
 
-    select distinct
-        {{ column_name }} as value_field
+    select
+        {{ column_name }} as value_field,
+        count(*) as n_records
 
     from {{ model }}
+    group by {{ column_name }}
 
-),
-
-validation_errors as (
-
-    select
-        value_field
-
-    from all_values
-    where value_field not in (
-        {% for value in values -%}
-            {% if quote_values -%}
-            '{{ value }}'
-            {%- else -%}
-            {{ value }}
-            {%- endif -%}
-            {%- if not loop.last -%},{%- endif %}
-        {%- endfor %}
-    )
 )
 
-select count(*) as validation_errors
-from validation_errors
+select *
+from all_values
+where value_field not in (
+    {% for value in values -%}
+        {% if quote -%}
+        '{{ value }}'
+        {%- else -%}
+        {{ value }}
+        {%- endif -%}
+        {%- if not loop.last -%},{%- endif %}
+    {%- endfor %}
+)
 
 {% endmacro %}
 
 
-{% macro test_accepted_values(model, values) %}
-    {% set macro = adapter.dispatch('test_accepted_values') %}
-    {{ macro(model, values, **kwargs) }}
-{% endmacro %}
+{% test accepted_values(model, column_name, values, quote=True) %}
+    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}
+    {{ macro(model, column_name, values, quote) }}
+{% endtest %}