diff --git a/.github/workflows/python.yaml b/.github/workflows/python.yaml
index 4aa6d6095a..1b93fc21f7 100644
--- a/.github/workflows/python.yaml
+++ b/.github/workflows/python.yaml
@@ -9,6 +9,7 @@ on:
- "source-gladly/**"
- "source-google-sheets-native/**"
- "source-hubspot-native/**"
+ - "source-salesforce/**"
pull_request:
branches: [main]
paths:
@@ -17,6 +18,7 @@ on:
- "source-gladly/**"
- "source-google-sheets-native/**"
- "source-hubspot-native/**"
+ - "source-salesforce/**"
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
@@ -48,6 +50,9 @@ jobs:
type: capture
version: v1
usage_rate: "0.0"
+ - name: source-salesforce
+ type: capture
+ version: v2
steps:
- uses: actions/checkout@v4
diff --git a/source-salesforce/README.md b/source-salesforce/README.md
new file mode 100644
index 0000000000..95eff3b589
--- /dev/null
+++ b/source-salesforce/README.md
@@ -0,0 +1,132 @@
+# Salesforce Source
+
+This is the repository for the Salesforce source connector, written in Python.
+For information about how to use this connector within Airbyte, see [the documentation](https://docs.airbyte.io/integrations/sources/salesforce).
+
+## Local development
+
+### Prerequisites
+**To iterate on this connector, make sure to complete this prerequisites section.**
+
+#### Minimum Python version required `= 3.9.0`
+
+#### Build & Activate Virtual Environment and install dependencies
+From this connector directory, create a virtual environment:
+```
+python -m venv .venv
+```
+
+This will generate a virtualenv for this module in `.venv/`. Make sure this venv is active in your
+development environment of choice. To activate it from the terminal, run:
+```
+source .venv/bin/activate
+pip install -r requirements.txt
+```
+If you are in an IDE, follow your IDE's instructions to activate the virtualenv.
+
+Note that while we are installing dependencies from `requirements.txt`, you should only edit `setup.py` for your dependencies. `requirements.txt` is
+used for editable installs (`pip install -e`) to pull in Python dependencies from the monorepo and will call `setup.py`.
+If this is mumbo jumbo to you, don't worry about it, just put your deps in `setup.py` but install using `pip install -r requirements.txt` and everything
+should work as you expect.
+
+#### Building via Gradle
+You can also build the connector in Gradle. This is typically used in CI and not needed for your development workflow.
+
+To build using Gradle, from the Airbyte repository root, run:
+```
+./gradlew :airbyte-integrations:connectors:source-salesforce:build
+```
+
+#### Create credentials
+**If you are a community contributor**, follow the instructions in the [documentation](https://docs.airbyte.io/integrations/sources/salesforce)
+to generate the necessary credentials. Then create a file `secrets/config.json` conforming to the `source_salesforce/spec.yaml` file.
+Note that any directory named `secrets` is gitignored across the entire Airbyte repo, so there is no danger of accidentally checking in sensitive information.
+See `integration_tests/sample_config.json` for a sample config file.
+
+**If you are an Airbyte core member**, copy the credentials in Lastpass under the secret name `source salesforce test creds`
+and place them into `secrets/config.json`.
+
+### Locally running the connector
+```
+python main.py spec
+python main.py check --config secrets/config.json
+python main.py discover --config secrets/config.json
+python main.py read --config secrets/config.json --catalog integration_tests/configured_catalog.json
+```
+
+### Locally running the connector docker image
+
+#### Build
+First, make sure you build the latest Docker image:
+```
+docker build . -t airbyte/source-salesforce:dev
+```
+
+You can also build the connector image via Gradle:
+```
+./gradlew :airbyte-integrations:connectors:source-salesforce:airbyteDocker
+```
+When building via Gradle, the docker image name and tag, respectively, are the values of the `io.airbyte.name` and `io.airbyte.version` `LABEL`s in
+the Dockerfile.
+
+#### Run
+Then run any of the connector commands as follows:
+```
+docker run --rm airbyte/source-salesforce:dev spec
+docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-salesforce:dev check --config /secrets/config.json
+docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-salesforce:dev discover --config /secrets/config.json
+docker run --rm -v $(pwd)/secrets:/secrets -v $(pwd)/integration_tests:/integration_tests airbyte/source-salesforce:dev read --config /secrets/config.json --catalog /integration_tests/configured_catalog.json
+```
+## Testing
+Make sure to familiarize yourself with [pytest test discovery](https://docs.pytest.org/en/latest/goodpractices.html#test-discovery) to know how your test files and methods should be named.
+First install test dependencies into your virtual environment:
+```
+pip install ".[tests]"
+```
+### Unit Tests
+To run unit tests locally, from the connector directory run:
+```
+python -m pytest unit_tests
+```
+
+### Integration Tests
+There are two types of integration tests: Acceptance Tests (Airbyte's test suite for all source connectors) and custom integration tests (which are specific to this connector).
+#### Custom Integration tests
+Place custom tests inside `integration_tests/` folder, then, from the connector root, run
+```
+python -m pytest integration_tests
+```
+#### Acceptance Tests
+Customize `acceptance-test-config.yml` file to configure tests. See [Connector Acceptance Tests](https://docs.airbyte.io/connector-development/testing-connectors/connector-acceptance-tests-reference) for more information.
+If your connector requires to create or destroy resources for use during acceptance tests create fixtures for it and place them inside integration_tests/acceptance.py.
+To run your integration tests with acceptance tests, from the connector root, run
+```
+docker build . --no-cache -t airbyte/source-salesforce:dev \
+ && python -m pytest -p connector_acceptance_test.plugin
+```
+To run your integration tests with docker
+
+### Using gradle to run tests
+All commands should be run from airbyte project root.
+To run unit tests:
+```
+./gradlew :airbyte-integrations:connectors:source-salesforce:unitTest
+```
+To run acceptance and custom integration tests:
+```
+./gradlew :airbyte-integrations:connectors:source-salesforce:integrationTest
+```
+
+## Dependency Management
+All of your dependencies should go in `setup.py`, NOT `requirements.txt`. The requirements file is only used to connect internal Airbyte dependencies in the monorepo for local development.
+We split dependencies between two groups, dependencies that are:
+* required for your connector to work need to go to `MAIN_REQUIREMENTS` list.
+* required for the testing need to go to `TEST_REQUIREMENTS` list
+
+### Publishing a new version of the connector
+You've checked out the repo, implemented a million dollar feature, and you're ready to share your changes with the world. Now what?
+1. Make sure your changes are passing unit and integration tests.
+1. Bump the connector version in `Dockerfile` -- just increment the value of the `LABEL io.airbyte.version` appropriately (we use [SemVer](https://semver.org/)).
+1. Create a Pull Request.
+1. Pat yourself on the back for being an awesome contributor.
+1. Someone from Airbyte will take a look at your PR and iterate with you to merge it into master.
diff --git a/source-salesforce/__init__.py b/source-salesforce/__init__.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/source-salesforce/__main__.py b/source-salesforce/__main__.py
new file mode 100644
index 0000000000..79f782cda3
--- /dev/null
+++ b/source-salesforce/__main__.py
@@ -0,0 +1,26 @@
+import urllib
+from flow_sdk import shim_airbyte_cdk
+from .source_salesforce import SourceSalesforce
+
+
+
+
+shim_airbyte_cdk.CaptureShim(
+ delegate=SourceSalesforce(),
+ oauth2={
+ "provider": "salesforce",
+ "authUrlTemplate": (
+ r"https://{{#config.is_sandbox}}test{{/config.is_sandbox}}{{^config.is_sandbox}}login{{/config.is_sandbox}}.salesforce.com/services/oauth2/authorize?client_id={{#urlencode}}{{{ client_id }}}{{/urlencode}}&redirect_uri={{#urlencode}}{{{ redirect_uri }}}{{/urlencode}}&response_type=code&state={{#urlencode}}{{{ state }}}{{/urlencode}}"
+ ),
+ "accessTokenUrlTemplate": r"https://{{#config.is_sandbox}}test{{/config.is_sandbox}}{{^config.is_sandbox}}login{{/config.is_sandbox}}.salesforce.com/services/oauth2/token",
+ "accessTokenBody": (
+ "grant_type=authorization_code"
+ r"&client_id={{#urlencode}}{{{ client_id }}}{{/urlencode}}"
+ r"&client_secret={{#urlencode}}{{{ client_secret }}}{{/urlencode}}"
+ r"&redirect_uri={{#urlencode}}{{{ redirect_uri }}}{{/urlencode}}&code={{#urlencode}}{{{ code }}}{{/urlencode}}"
+ ),
+ "accessTokenHeaders": {"content-type": "application/x-www-form-urlencoded"},
+ "accessTokenResponseMap": {"refresh_token": "/refresh_token"}
+},
+ usesSchemaInference=False,
+).main()
\ No newline at end of file
diff --git a/source-salesforce/config.yaml b/source-salesforce/config.yaml
new file mode 100644
index 0000000000..6eabf2b6ed
--- /dev/null
+++ b/source-salesforce/config.yaml
@@ -0,0 +1,21 @@
+credentials:
+ auth_type: Client
+ client_id_sops: ENC[AES256_GCM,data:w+QlOJj6HMkY8LXI+rhkU+WGzrC/pz70nnZMpqrYbLcLBBnd4MAvPOJrY9GCa1CazfzavL6ATXZtMO2et7IT8PH5i4OkhHmXrcRpYvoQFYqVPOsXMw==,iv:lto0AF8YNlhb9FIntaqVRcyxaEZSxhefzCcDx/2yQFw=,tag:BAIe1Yezo1mnaxz/uPfbaQ==,type:str]
+ client_secret_sops: ENC[AES256_GCM,data:MTa+Cv+YH7v8gy/LTsviFW9oocCDWp86g7aB5OVnO6OJLPChbNAuC7qtAzNKiZu2DVKof9tmrjqQcWxhdVEMJA==,iv:oZg6cFFx9Oq3AZCGsGRtusXEZKyMVMKbG6SCANxjwWg=,tag:iyHdLX2mUFKQfo3oJRCneg==,type:str]
+ refresh_token_sops: ENC[AES256_GCM,data:/TaTSN6bLz+eZxZhWPYj3ESFZrjQa7XWbzosSNc64Y3Y320n2il9OW2PUzt03rA4FcciEeFAN5IZAm3G+0VnO6ORFo4Bb2OuO7ZkEq9W1NlCen6ulRmb,iv:iWxXdwyum8STeLupLNiFDMcqOsCe/0LUMp6sUkydXHU=,tag:w4n604HbGtpo2JjbUPbIUg==,type:str]
+is_sandbox: false
+start_date: "2020-01-01"
+sops:
+ kms: []
+ gcp_kms:
+ - resource_id: projects/estuary-theatre/locations/us-central1/keyRings/connector-keyring/cryptoKeys/connector-repository
+ created_at: "2024-03-08T05:31:16Z"
+ enc: CiQAdmEdwvWWci8hmYfDEI3t5/hMDMNae/7Pq6THGr3n3y+b8CwSSQCVvC1zN8IPDTYZdbVo11k7xVAeJSNRRAIOPpU+ARe73YpQtoMP92xJs0VasYa6gxjB53wWKIHiGxYJr5rYtJfvE6evYRQFkDY=
+ azure_kv: []
+ hc_vault: []
+ age: []
+ lastmodified: "2024-03-11T10:03:34Z"
+ mac: ENC[AES256_GCM,data:hbOhtVqgpp3Qjb2J5v0O16tZR7OOaRXhrx989jOWaPg/GRnmT2Wy7DIcT0OKtIR/Xz39xW7AUqYbig6uleMKMpqPKawvd6sPhox+0FfOZzcJDiNsn6P//mJ0/armwS9KnZk+tybhTjJMzHtaI4llp9IBdWJvLncvtZ2PLhA3oqE=,iv:nexmF7WR7PlN9aPVsx+VybCpfE6OY/yWaIPY/0wmbnU=,tag:3Oc35qCorGulnYggINzdPQ==,type:str]
+ pgp: []
+ encrypted_suffix: _sops
+ version: 3.8.1
diff --git a/source-salesforce/icon.svg b/source-salesforce/icon.svg
new file mode 100644
index 0000000000..a116db17df
--- /dev/null
+++ b/source-salesforce/icon.svg
@@ -0,0 +1 @@
+
\ No newline at end of file
diff --git a/source-salesforce/metadata.yaml b/source-salesforce/metadata.yaml
new file mode 100644
index 0000000000..9eba8f2a75
--- /dev/null
+++ b/source-salesforce/metadata.yaml
@@ -0,0 +1,24 @@
+data:
+ allowedHosts:
+ hosts:
+ - "*.salesforce.com"
+ connectorSubtype: api
+ connectorType: source
+ definitionId: b117307c-14b6-41aa-9422-947e34922962
+ dockerImageTag: 2.0.14
+ dockerRepository: airbyte/source-salesforce
+ githubIssueLabel: source-salesforce
+ icon: salesforce.svg
+ license: MIT
+ name: Salesforce
+ registries:
+ cloud:
+ dockerImageTag: 2.0.9
+ enabled: true
+ oss:
+ enabled: true
+ releaseStage: generally_available
+ documentationUrl: https://docs.airbyte.com/integrations/sources/salesforce
+ tags:
+ - language:python
+metadataSpecVersion: "1.0"
diff --git a/source-salesforce/poetry.lock b/source-salesforce/poetry.lock
new file mode 100644
index 0000000000..5d7f1a71f4
--- /dev/null
+++ b/source-salesforce/poetry.lock
@@ -0,0 +1,1603 @@
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+
+[[package]]
+name = "airbyte-cdk"
+version = "0.51.14"
+description = "A framework for writing Airbyte Connectors."
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "airbyte-cdk-0.51.14.tar.gz", hash = "sha256:b5cdad2da796f8b42ab538cc7af53a531529c94f881d1fec0a8f03f745080ea5"},
+ {file = "airbyte_cdk-0.51.14-py3-none-any.whl", hash = "sha256:8e96c7cf57dfa41b1292deed756978619ad2a1d8c7d9f42df8e12b8484ef8079"},
+]
+
+[package.dependencies]
+airbyte-protocol-models = "0.4.0"
+backoff = "*"
+cachetools = "*"
+Deprecated = ">=1.2,<2.0"
+dpath = ">=2.0.1,<2.1.0"
+genson = "1.2.2"
+isodate = ">=0.6.1,<0.7.0"
+Jinja2 = ">=3.1.2,<3.2.0"
+jsonref = ">=0.2,<1.0"
+jsonschema = ">=3.2.0,<3.3.0"
+pendulum = "*"
+pydantic = ">=1.10.8,<2.0.0"
+python-dateutil = "*"
+PyYAML = ">=6.0.1"
+requests = "*"
+requests-cache = "*"
+wcmatch = "8.4"
+
+[package.extras]
+dev = ["avro (>=1.11.2,<1.12.0)", "cohere (==4.21)", "fastavro (>=1.8.0,<1.9.0)", "freezegun", "langchain (==0.0.271)", "mypy", "openai[embeddings] (==0.27.9)", "pandas (==2.0.3)", "pyarrow (==12.0.1)", "pytest", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests-mock", "tiktoken (==0.4.0)"]
+file-based = ["avro (>=1.11.2,<1.12.0)", "fastavro (>=1.8.0,<1.9.0)", "pyarrow (==12.0.1)"]
+sphinx-docs = ["Sphinx (>=4.2,<5.0)", "sphinx-rtd-theme (>=1.0,<2.0)"]
+vector-db-based = ["cohere (==4.21)", "langchain (==0.0.271)", "openai[embeddings] (==0.27.9)", "tiktoken (==0.4.0)"]
+
+[[package]]
+name = "airbyte-protocol-models"
+version = "0.4.0"
+description = "Declares the Airbyte Protocol."
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "airbyte_protocol_models-0.4.0-py3-none-any.whl", hash = "sha256:e6a31fcd237504198a678d02c0040a8798f281c39203da61a5abce67842c5360"},
+ {file = "airbyte_protocol_models-0.4.0.tar.gz", hash = "sha256:518736015c29ac60b6b8964a1b0d9b52e40020bcbd89e2545cc781f0b37d0f2b"},
+]
+
+[package.dependencies]
+pydantic = ">=1.9.2,<2.0.0"
+
+[[package]]
+name = "attrs"
+version = "23.2.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+ {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+]
+
+[package.extras]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+
+[[package]]
+name = "backoff"
+version = "1.11.1"
+description = "Function decoration for backoff and retry"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+ {file = "backoff-1.11.1-py2.py3-none-any.whl", hash = "sha256:61928f8fa48d52e4faa81875eecf308eccfb1016b018bb6bd21e05b5d90a96c5"},
+ {file = "backoff-1.11.1.tar.gz", hash = "sha256:ccb962a2378418c667b3c979b504fdeb7d9e0d29c0579e3b13b86467177728cb"},
+]
+
+[[package]]
+name = "bracex"
+version = "2.4"
+description = "Bash style brace expander."
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "bracex-2.4-py3-none-any.whl", hash = "sha256:efdc71eff95eaff5e0f8cfebe7d01adf2c8637c8c92edaf63ef348c241a82418"},
+ {file = "bracex-2.4.tar.gz", hash = "sha256:a27eaf1df42cf561fed58b7a8f3fdf129d1ea16a81e1fadd1d17989bc6384beb"},
+]
+
+[[package]]
+name = "cachetools"
+version = "5.3.3"
+description = "Extensible memoizing collections and decorators"
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "cachetools-5.3.3-py3-none-any.whl", hash = "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945"},
+ {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
+]
+
+[[package]]
+name = "cattrs"
+version = "23.2.3"
+description = "Composable complex class support for attrs and dataclasses."
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "cattrs-23.2.3-py3-none-any.whl", hash = "sha256:0341994d94971052e9ee70662542699a3162ea1e0c62f7ce1b4a57f563685108"},
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+]
+
+[package.dependencies]
+attrs = ">=23.1.0"
+
+[package.extras]
+bson = ["pymongo (>=4.4.0)"]
+cbor2 = ["cbor2 (>=5.4.6)"]
+msgpack = ["msgpack (>=1.0.5)"]
+orjson = ["orjson (>=3.9.2)"]
+pyyaml = ["pyyaml (>=6.0)"]
+tomlkit = ["tomlkit (>=0.11.8)"]
+ujson = ["ujson (>=5.7.0)"]
+
+[[package]]
+name = "certifi"
+version = "2024.2.2"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+ {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
+ {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.3.2"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
+files = [
+ {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"},
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+multidict = ">=4.0"
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+[metadata]
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+python-versions = ">=3.11,<3.12"
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diff --git a/source-salesforce/pyproject.toml b/source-salesforce/pyproject.toml
new file mode 100644
index 0000000000..65f4ba4173
--- /dev/null
+++ b/source-salesforce/pyproject.toml
@@ -0,0 +1,28 @@
+[tool.poetry]
+name = "source-salesforce"
+version = "0.1.0"
+description = ""
+authors = ["Luishfs "]
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = ">=3.11,<3.12"
+flow-sdk = {path="../python", develop=true}
+airbyte-cdk = "0.51.14"
+backoff = "^1.11"
+pendulum = "^3.0.0"
+pandas = "^2.2.1"
+vcrpy = "4.1.1"
+
+[tool.poetry.group.dev.dependencies]
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+pytest-insta = "^0.2.0"
+mock = "^5.1.0"
+pytest-mock = "^3.12.0"
+requests-mock = "^1.11.0"
+debugpy = "^1.8.0"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/source-salesforce/schemas/Describe.json b/source-salesforce/schemas/Describe.json
new file mode 100644
index 0000000000..9d333a756e
--- /dev/null
+++ b/source-salesforce/schemas/Describe.json
@@ -0,0 +1,400 @@
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+ "type": ["null", "array"],
+ "items": {
+ "type": ["null", "object"],
+ "properties": {
+ "active": {
+ "type": ["null", "boolean"]
+ },
+ "defaultValue": {
+ "type": ["null", "boolean"]
+ },
+ "label": {
+ "type": ["null", "string"]
+ },
+ "validFor": {
+ "type": ["null", "array"],
+ "items": {
+ "type": ["null", "integer"]
+ }
+ },
+ "value": {
+ "type": ["null", "string"]
+ }
+ }
+ }
+ },
+ "polymorphicForeignKey": {
+ "type": ["null", "boolean"]
+ },
+ "precision": {
+ "type": ["null", "integer"]
+ },
+ "referenceTargetField": {
+ "type": ["null", "string"]
+ },
+ "referenceTo": {
+ "type": "array",
+ "items": {
+ "type": ["null", "string"]
+ }
+ },
+ "relationshipName": {
+ "type": ["null", "string"]
+ },
+ "relationshipOrder": {
+ "type": ["null", "integer"]
+ },
+ "restrictedPicklist": {
+ "type": ["null", "boolean"]
+ },
+ "scale": {
+ "type": ["null", "integer"]
+ },
+ "searchPrefilterable": {
+ "type": ["null", "boolean"]
+ },
+ "soapType": {
+ "type": ["null", "string"]
+ },
+ "sortable": {
+ "type": ["null", "boolean"]
+ },
+ "type": {
+ "type": ["null", "string"]
+ },
+ "unique": {
+ "type": ["null", "boolean"]
+ },
+ "updateable": {
+ "type": ["null", "boolean"]
+ },
+ "writeRequiresMasterRead": {
+ "type": ["null", "boolean"]
+ }
+ }
+ }
+ },
+ "implementedBy": {
+ "type": ["null", "string"]
+ },
+ "implementsInterfaces": {
+ "type": ["null", "string"]
+ },
+ "isInterface": {
+ "type": ["null", "boolean"]
+ },
+ "keyPrefix": {
+ "type": ["null", "string"]
+ },
+ "label": {
+ "type": ["null", "string"]
+ },
+ "labelPlural": {
+ "type": ["null", "string"]
+ },
+ "layoutable": {
+ "type": ["null", "boolean"]
+ },
+ "mergeable": {
+ "type": ["null", "boolean"]
+ },
+ "mruEnabled": {
+ "type": ["null", "boolean"]
+ },
+ "name": {
+ "type": ["null", "string"]
+ },
+ "namedLayoutInfos": {
+ "type": ["null", "array"],
+ "items": {
+ "type": ["null", "object"],
+ "properties": {
+ "name": {
+ "type": ["null", "string"]
+ }
+ }
+ }
+ },
+ "networkScopeFieldName": {
+ "type": ["null", "string"]
+ },
+ "queryable": {
+ "type": ["null", "boolean"]
+ },
+ "recordTypeInfos": {
+ "type": ["null", "array"]
+ },
+ "replicateable": {
+ "type": ["null", "boolean"]
+ },
+ "retrieveable": {
+ "type": ["null", "boolean"]
+ },
+ "searchable": {
+ "type": ["null", "boolean"]
+ },
+ "searchLayoutable": {
+ "type": ["null", "boolean"]
+ },
+ "supportedScopes": {
+ "type": ["null", "array"],
+ "items": {
+ "type": ["null", "object"],
+ "properties": {
+ "label": {
+ "type": ["null", "string"]
+ },
+ "name": {
+ "type": ["null", "string"]
+ }
+ }
+ }
+ },
+ "triggerable": {
+ "type": ["null", "boolean"]
+ },
+ "undeletable": {
+ "type": ["null", "boolean"]
+ },
+ "updateable": {
+ "type": ["null", "boolean"]
+ },
+ "urlDetail": {
+ "type": ["null", "string"]
+ },
+ "urlEdit": {
+ "type": ["null", "string"]
+ },
+ "urlNew": {
+ "type": ["null", "string"]
+ }
+ }
+}
diff --git a/source-salesforce/source_salesforce/__init__.py b/source-salesforce/source_salesforce/__init__.py
new file mode 100644
index 0000000000..60d17cf1e8
--- /dev/null
+++ b/source-salesforce/source_salesforce/__init__.py
@@ -0,0 +1,7 @@
+#
+# Copyright (c) 2021 Airbyte, Inc., all rights reserved.
+#
+
+from .source import SourceSalesforce
+
+__all__ = ["SourceSalesforce"]
diff --git a/source-salesforce/source_salesforce/api.py b/source-salesforce/source_salesforce/api.py
new file mode 100644
index 0000000000..40023320d7
--- /dev/null
+++ b/source-salesforce/source_salesforce/api.py
@@ -0,0 +1,427 @@
+#
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+#
+
+import concurrent.futures
+import logging
+from typing import Any, List, Mapping, Optional, Tuple, Dict
+
+import requests # type: ignore[import]
+from airbyte_cdk.models import ConfiguredAirbyteCatalog
+from requests import adapters as request_adapters
+from requests.exceptions import HTTPError, RequestException # type: ignore[import]
+
+from .exceptions import TypeSalesforceException
+from .rate_limiting import default_backoff_handler
+from .utils import filter_streams_by_criteria
+
+STRING_TYPES = [
+ "byte",
+ "combobox",
+ "complexvalue",
+ "datacategorygroupreference",
+ "email",
+ "encryptedstring",
+ "id",
+ "json",
+ "masterrecord",
+ "multipicklist",
+ "phone",
+ "picklist",
+ "reference",
+ "string",
+ "textarea",
+ "time",
+ "url",
+]
+NUMBER_TYPES = ["currency", "double", "long", "percent"]
+DATE_TYPES = ["date", "datetime"]
+LOOSE_TYPES = [
+ "anyType",
+ # A calculated field's type can be any of the supported
+ # formula data types (see https://developer.salesforce.com/docs/#i1435527)
+ "calculated",
+]
+
+# The following objects have certain WHERE clause restrictions so we exclude them.
+QUERY_RESTRICTED_SALESFORCE_OBJECTS = [
+ "Announcement",
+ "AppTabMember",
+ "CollaborationGroupRecord",
+ "ColorDefinition",
+ "ContentDocumentLink",
+ "ContentFolderItem",
+ "ContentFolderMember",
+ "DataStatistics",
+ "DatacloudDandBCompany",
+ "EntityParticle",
+ "FieldDefinition",
+ "FieldHistoryArchive",
+ "FlexQueueItem",
+ "FlowVariableView",
+ "FlowVersionView",
+ "IconDefinition",
+ "IdeaComment",
+ "NetworkUserHistoryRecent",
+ "OwnerChangeOptionInfo",
+ "PicklistValueInfo",
+ "PlatformAction",
+ "RelationshipDomain",
+ "RelationshipInfo",
+ "SearchLayout",
+ "SiteDetail",
+ "UserEntityAccess",
+ "UserFieldAccess",
+ "Vote",
+]
+
+# The following objects are not supported by the query method being used.
+QUERY_INCOMPATIBLE_SALESFORCE_OBJECTS = [
+ "AIPredictionEvent",
+ "ActivityHistory",
+ "AggregateResult",
+ "ApiAnomalyEvent",
+ "ApiEventStream",
+ "AssetTokenEvent",
+ "AsyncOperationEvent",
+ "AsyncOperationStatus",
+ "AttachedContentDocument",
+ "AttachedContentNote",
+ "BatchApexErrorEvent",
+ "BulkApiResultEvent",
+ "CombinedAttachment",
+ "ConcurLongRunApexErrEvent",
+ "ContentBody",
+ "CredentialStuffingEvent",
+ "DataType",
+ "DatacloudAddress",
+ "EmailStatus",
+ "FeedLike",
+ "FeedSignal",
+ "FeedTrackedChange",
+ "FlowExecutionErrorEvent",
+ "FolderedContentDocument",
+ "LightningUriEventStream",
+ "ListViewChartInstance",
+ "ListViewEventStream",
+ "LoginAsEventStream",
+ "LoginEventStream",
+ "LogoutEventStream",
+ "LookedUpFromActivity",
+ "Name",
+ "NoteAndAttachment",
+ "OpenActivity",
+ "OrgLifecycleNotification",
+ "OutgoingEmail",
+ "OutgoingEmailRelation",
+ "OwnedContentDocument",
+ "PlatformStatusAlertEvent",
+ "ProcessExceptionEvent",
+ "ProcessInstanceHistory",
+ "QuoteTemplateRichTextData",
+ "RemoteKeyCalloutEvent",
+ "ReportAnomalyEvent",
+ "ReportEventStream",
+ "SessionHijackingEvent",
+ "UriEventStream",
+ "UserRecordAccess",
+]
+
+# The following objects are not supported by the Bulk API. Listed objects are version specific.
+UNSUPPORTED_BULK_API_SALESFORCE_OBJECTS = [
+ "AcceptedEventRelation",
+ "AssetTokenEvent",
+ "Attachment",
+ "AttachedContentNote",
+ "CaseStatus",
+ "ContractStatus",
+ "DeclinedEventRelation",
+ "EventWhoRelation",
+ "FieldSecurityClassification",
+ "KnowledgeArticle",
+ "KnowledgeArticleVersion",
+ "KnowledgeArticleVersionHistory",
+ "KnowledgeArticleViewStat",
+ "KnowledgeArticleVoteStat",
+ "OrderStatus",
+ "PartnerRole",
+ "QuoteTemplateRichTextData",
+ "RecentlyViewed",
+ "ServiceAppointmentStatus",
+ "ShiftStatus",
+ "SolutionStatus",
+ "TaskPriority",
+ "TaskStatus",
+ "TaskWhoRelation",
+ "UndecidedEventRelation",
+ "WorkOrderLineItemStatus",
+ "WorkOrderStatus",
+ "UserRecordAccess",
+ "OwnedContentDocument",
+ "OpenActivity",
+ "NoteAndAttachment",
+ "Name",
+ "LookedUpFromActivity",
+ "FolderedContentDocument",
+ "ContractStatus",
+ "ContentFolderItem",
+ "CombinedAttachment",
+ "CaseTeamTemplateRecord",
+ "CaseTeamTemplateMember",
+ "CaseTeamTemplate",
+ "CaseTeamRole",
+ "CaseTeamMember",
+ "AttachedContentDocument",
+ "AggregateResult",
+ "ChannelProgramLevelShare",
+ "AccountBrandShare",
+ "AccountFeed",
+ "AssetFeed",
+]
+
+UNSUPPORTED_FILTERING_STREAMS = [
+ "ApiEvent",
+ "BulkApiResultEventStore",
+ "EmbeddedServiceDetail",
+ "EmbeddedServiceLabel",
+ "FormulaFunction",
+ "FormulaFunctionAllowedType",
+ "FormulaFunctionCategory",
+ "IdentityProviderEventStore",
+ "IdentityVerificationEvent",
+ "LightningUriEvent",
+ "ListViewEvent",
+ "LoginAsEvent",
+ "LoginEvent",
+ "LogoutEvent",
+ "Publisher",
+ "RecordActionHistory",
+ "ReportEvent",
+ "TabDefinition",
+ "UriEvent",
+]
+
+UNSUPPORTED_STREAMS = ["ActivityMetric", "ActivityMetricRollup"]
+
+
+class Salesforce:
+ logger = logging.getLogger("airbyte")
+ version = "v57.0"
+ parallel_tasks_size = 100
+ # https://developer.salesforce.com/docs/atlas.en-us.salesforce_app_limits_cheatsheet.meta/salesforce_app_limits_cheatsheet/salesforce_app_limits_platform_api.htm
+ # Request Size Limits
+ REQUEST_SIZE_LIMITS = 16_384
+
+ def __init__(
+ self,
+ token: str = None,
+ credentials: Dict = None,
+ is_sandbox: bool = None,
+ start_date: str = None,
+ **kwargs: Any,
+ ) -> None:
+ self.refresh_token = credentials.get("refresh_token")
+ self.token = token
+ self.client_id = credentials.get("client_id")
+ self.client_secret = credentials.get("client_secret")
+ self.access_token = None
+ self.instance_url = ""
+ self.session = requests.Session()
+ # Change the connection pool size. Default value is not enough for parallel tasks
+ adapter = request_adapters.HTTPAdapter(pool_connections=self.parallel_tasks_size, pool_maxsize=self.parallel_tasks_size)
+ self.session.mount("https://", adapter)
+
+ self.is_sandbox = is_sandbox in [True, "true"]
+ if self.is_sandbox:
+ self.logger.info("using SANDBOX of Salesforce")
+ self.start_date = start_date
+
+ def _get_standard_headers(self) -> Mapping[str, str]:
+ return {"Authorization": "Bearer {}".format(self.access_token)}
+
+ def get_streams_black_list(self) -> List[str]:
+ return QUERY_RESTRICTED_SALESFORCE_OBJECTS + QUERY_INCOMPATIBLE_SALESFORCE_OBJECTS
+
+ def filter_streams(self, stream_name: str) -> bool:
+ # REST and BULK API do not support all entities that end with `ChangeEvent`.
+ if stream_name.endswith("ChangeEvent") or stream_name in self.get_streams_black_list():
+ return False
+ return True
+
+ def get_validated_streams(self, config: Mapping[str, Any], catalog: ConfiguredAirbyteCatalog = None) -> Mapping[str, Any]:
+ """Selects all validated streams with additional filtering:
+ 1) skip all sobjects with negative value of the flag "queryable"
+ 2) user can set search criterias of necessary streams
+ 3) selection by catalog settings
+ """
+ stream_objects = {}
+ for stream_object in self.describe()["sobjects"]:
+ if stream_object["name"] in UNSUPPORTED_STREAMS:
+ self.logger.warning(f"Stream {stream_object['name']} can not be used without object ID therefore will be ignored.")
+ continue
+ if stream_object["queryable"]:
+ stream_objects[stream_object.pop("name")] = stream_object
+ else:
+ self.logger.warning(f"Stream {stream_object['name']} is not queryable and will be ignored.")
+
+ if catalog:
+ return {
+ configured_stream.stream.name: stream_objects[configured_stream.stream.name]
+ for configured_stream in catalog.streams
+ if configured_stream.stream.name in stream_objects
+ }
+
+ stream_names = list(stream_objects.keys())
+ if config.get("streams_criteria"):
+ filtered_stream_list = []
+ for stream_criteria in config["streams_criteria"]:
+ filtered_stream_list += filter_streams_by_criteria(
+ streams_list=stream_names, search_word=stream_criteria["value"], search_criteria=stream_criteria["criteria"]
+ )
+ stream_names = list(set(filtered_stream_list))
+
+ validated_streams = [stream_name for stream_name in stream_names if self.filter_streams(stream_name)]
+ return {stream_name: sobject_options for stream_name, sobject_options in stream_objects.items() if stream_name in validated_streams}
+
+ @default_backoff_handler(max_tries=5, factor=5)
+ def _make_request(
+ self, http_method: str, url: str, headers: dict = None, body: dict = None, stream: bool = False, params: dict = None
+ ) -> requests.models.Response:
+ try:
+ if http_method == "GET":
+ resp = self.session.get(url, headers=headers, stream=stream, params=params)
+ elif http_method == "POST":
+ resp = self.session.post(url, headers=headers, data=body)
+ resp.raise_for_status()
+ except HTTPError as err:
+ self.logger.warn(f"http error body: {err.response.text}")
+ raise
+ return resp
+
+ def login(self):
+ login_url = f"https://{'test' if self.is_sandbox else 'login'}.salesforce.com/services/oauth2/token"
+ login_body = {
+ "grant_type": "refresh_token",
+ "client_id": self.client_id,
+ "client_secret": self.client_secret,
+ "refresh_token": self.refresh_token,
+ }
+
+ resp = self._make_request("POST", login_url, body=login_body, headers={"Content-Type": "application/x-www-form-urlencoded"})
+
+ auth = resp.json()
+ self.access_token = auth["access_token"]
+ self.instance_url = auth["instance_url"]
+
+ def describe(self, sobject: str = None, sobject_options: Mapping[str, Any] = None) -> Mapping[str, Any]:
+ """Describes all objects or a specific object"""
+ headers = self._get_standard_headers()
+
+ endpoint = "sobjects" if not sobject else f"sobjects/{sobject}/describe"
+
+ url = f"{self.instance_url}/services/data/{self.version}/{endpoint}"
+ resp = self._make_request("GET", url, headers=headers)
+ if resp.status_code == 404 and sobject:
+ self.logger.error(f"not found a description for the sobject '{sobject}'. Sobject options: {sobject_options}")
+ resp_json: Mapping[str, Any] = resp.json()
+ return resp_json
+
+ def generate_schema(self, stream_name: str = None, stream_options: Mapping[str, Any] = None) -> Mapping[str, Any]:
+ response = self.describe(stream_name, stream_options)
+ schema = {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "additionalProperties": True, "properties": {}}
+ for field in response["fields"]:
+ schema["properties"][field["name"]] = self.field_to_property_schema(field) # type: ignore[index]
+ return schema
+
+ def generate_schemas(self, stream_objects: Mapping[str, Any]) -> Mapping[str, Any]:
+ def load_schema(name: str, stream_options: Mapping[str, Any]) -> Tuple[str, Optional[Mapping[str, Any]], Optional[str]]:
+ try:
+ result = self.generate_schema(stream_name=name, stream_options=stream_options)
+ except RequestException as e:
+ return name, None, str(e)
+ return name, result, None
+
+ stream_names = list(stream_objects.keys())
+ # try to split all requests by chunks
+ stream_schemas = {}
+ for i in range(0, len(stream_names), self.parallel_tasks_size):
+ chunk_stream_names = stream_names[i : i + self.parallel_tasks_size]
+ with concurrent.futures.ThreadPoolExecutor() as executor:
+ for stream_name, schema, err in executor.map(
+ lambda args: load_schema(*args), [(stream_name, stream_objects[stream_name]) for stream_name in chunk_stream_names]
+ ):
+ if err:
+ self.logger.error(f"Loading error of the {stream_name} schema: {err}")
+ continue
+ stream_schemas[stream_name] = schema
+ return stream_schemas
+
+ @staticmethod
+ def get_pk_and_replication_key(json_schema: Mapping[str, Any]) -> Tuple[Optional[str], Optional[str]]:
+ fields_list = json_schema.get("properties", {}).keys()
+
+ pk = "Id" if "Id" in fields_list else None
+ replication_key = None
+ if "SystemModstamp" in fields_list:
+ replication_key = "SystemModstamp"
+ elif "LastModifiedDate" in fields_list:
+ replication_key = "LastModifiedDate"
+ elif "CreatedDate" in fields_list:
+ replication_key = "CreatedDate"
+ elif "LoginTime" in fields_list:
+ replication_key = "LoginTime"
+
+ return pk, replication_key
+
+ @staticmethod
+ def field_to_property_schema(field_params: Mapping[str, Any]) -> Mapping[str, Any]:
+ sf_type = field_params["type"]
+ property_schema = {}
+
+ if sf_type in STRING_TYPES:
+ property_schema["type"] = ["string", "null"]
+ elif sf_type in DATE_TYPES:
+ property_schema = {
+ "type": ["string", "null"],
+ "format": "date-time" if sf_type == "datetime" else "date", # type: ignore[dict-item]
+ }
+ elif sf_type in NUMBER_TYPES:
+ property_schema["type"] = ["number", "null"]
+ elif sf_type == "address":
+ property_schema = {
+ "type": ["object", "null"],
+ "properties": { # type: ignore[dict-item]
+ "street": {"type": ["null", "string"]},
+ "state": {"type": ["null", "string"]},
+ "postalCode": {"type": ["null", "string"]},
+ "city": {"type": ["null", "string"]},
+ "country": {"type": ["null", "string"]},
+ "longitude": {"type": ["null", "number"]},
+ "latitude": {"type": ["null", "number"]},
+ "geocodeAccuracy": {"type": ["null", "string"]},
+ },
+ }
+ elif sf_type == "base64":
+ property_schema = {"type": ["string", "null"], "format": "base64"} # type: ignore[dict-item]
+ elif sf_type == "int":
+ property_schema["type"] = ["integer", "null"]
+ elif sf_type == "boolean":
+ property_schema["type"] = ["boolean", "null"]
+ elif sf_type in LOOSE_TYPES:
+ """
+ LOOSE_TYPES can return data of completely different types (more than 99% of them are `strings`),
+ and in order to avoid conflicts in schemas and destinations, we cast this data to the `string` type.
+ """
+ property_schema["type"] = ["string", "null"]
+ elif sf_type == "location":
+ property_schema = {
+ "type": ["object", "null"],
+ "properties": { # type: ignore[dict-item]
+ "longitude": {"type": ["null", "number"]},
+ "latitude": {"type": ["null", "number"]},
+ },
+ }
+ else:
+ raise TypeSalesforceException("Found unsupported type: {}".format(sf_type))
+
+ return property_schema
diff --git a/source-salesforce/source_salesforce/availability_strategy.py b/source-salesforce/source_salesforce/availability_strategy.py
new file mode 100644
index 0000000000..514727089c
--- /dev/null
+++ b/source-salesforce/source_salesforce/availability_strategy.py
@@ -0,0 +1,35 @@
+#
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+#
+
+import logging
+import typing
+from typing import Optional, Tuple
+
+from airbyte_cdk.sources.streams import Stream
+from airbyte_cdk.sources.streams.http.availability_strategy import HttpAvailabilityStrategy
+from requests import HTTPError, codes
+
+if typing.TYPE_CHECKING:
+ from airbyte_cdk.sources import Source
+
+
+class SalesforceAvailabilityStrategy(HttpAvailabilityStrategy):
+ def handle_http_error(
+ self, stream: Stream, logger: logging.Logger, source: Optional["Source"], error: HTTPError
+ ) -> Tuple[bool, Optional[str]]:
+ """
+ There are several types of Salesforce sobjects that require additional processing:
+ 1. Sobjects for which the user, after setting up the data using Airbyte, restricted access,
+ and we will receive 403 HTTP errors.
+ 2. There are streams that do not allow you to make a sample using Salesforce `query` or `queryAll`.
+ And since we use a dynamic method of generating streams for Salesforce connector - at the stage of discover,
+ we cannot filter out these streams, so we check for them before reading from the streams.
+ """
+ if error.response.status_code in [codes.FORBIDDEN, codes.BAD_REQUEST]:
+ error_data = error.response.json()[0]
+ error_code = error_data.get("errorCode", "")
+ if error_code != "REQUEST_LIMIT_EXCEEDED" or error_code == "INVALID_TYPE_FOR_OPERATION":
+ return False, f"Cannot receive data for stream '{stream.name}', error message: '{error_data.get('message')}'"
+ return True, None
+ raise error
diff --git a/source-salesforce/source_salesforce/exceptions.py b/source-salesforce/source_salesforce/exceptions.py
new file mode 100644
index 0000000000..7e08a8a23c
--- /dev/null
+++ b/source-salesforce/source_salesforce/exceptions.py
@@ -0,0 +1,30 @@
+#
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+#
+
+
+from airbyte_cdk.logger import AirbyteLogger
+
+
+class Error(Exception):
+ """Base Error class for other exceptions"""
+
+ # Define the instance of the Native Airbyte Logger
+ logger = AirbyteLogger()
+
+
+class SalesforceException(Exception):
+ """
+ Default Salesforce exception.
+ """
+
+
+class TypeSalesforceException(SalesforceException):
+ """
+ We use this exception for unknown input data types for Salesforce.
+ """
+
+
+class TmpFileIOError(Error):
+ def __init__(self, msg: str, err: str = None):
+ self.logger.fatal(f"{msg}. Error: {err}")
diff --git a/source-salesforce/source_salesforce/rate_limiting.py b/source-salesforce/source_salesforce/rate_limiting.py
new file mode 100644
index 0000000000..286339fcbe
--- /dev/null
+++ b/source-salesforce/source_salesforce/rate_limiting.py
@@ -0,0 +1,52 @@
+#
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+#
+
+
+import sys
+
+import backoff
+from airbyte_cdk.logger import AirbyteLogger
+from airbyte_cdk.sources.streams.http.exceptions import DefaultBackoffException
+from requests import codes, exceptions # type: ignore[import]
+
+TRANSIENT_EXCEPTIONS = (
+ DefaultBackoffException,
+ exceptions.ConnectTimeout,
+ exceptions.ReadTimeout,
+ exceptions.ConnectionError,
+ exceptions.HTTPError,
+)
+
+logger = AirbyteLogger()
+
+
+def default_backoff_handler(max_tries: int, factor: int, **kwargs):
+ def log_retry_attempt(details):
+ _, exc, _ = sys.exc_info()
+ logger.info(str(exc))
+ logger.info(f"Caught retryable error after {details['tries']} tries. Waiting {details['wait']} seconds then retrying...")
+
+ def should_give_up(exc):
+ give_up = exc.response is not None and exc.response.status_code != codes.too_many_requests and 400 <= exc.response.status_code < 500
+
+ # Salesforce can return an error with a limit using a 403 code error.
+ if exc.response is not None and exc.response.status_code == codes.forbidden:
+ error_data = exc.response.json()[0]
+ if error_data.get("errorCode", "") == "REQUEST_LIMIT_EXCEEDED":
+ give_up = True
+
+ if give_up:
+ logger.info(f"Giving up for returned HTTP status: {exc.response.status_code}, body: {exc.response.text}")
+ return give_up
+
+ return backoff.on_exception(
+ backoff.expo,
+ TRANSIENT_EXCEPTIONS,
+ jitter=None,
+ on_backoff=log_retry_attempt,
+ giveup=should_give_up,
+ max_tries=max_tries,
+ factor=factor,
+ **kwargs,
+ )
diff --git a/source-salesforce/source_salesforce/source.py b/source-salesforce/source_salesforce/source.py
new file mode 100644
index 0000000000..77243ea2b5
--- /dev/null
+++ b/source-salesforce/source_salesforce/source.py
@@ -0,0 +1,154 @@
+#
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+#
+
+import logging
+from datetime import datetime
+from typing import Any, Iterator, List, Mapping, MutableMapping, Optional, Tuple, Union
+
+import requests
+from airbyte_cdk import AirbyteLogger
+from airbyte_cdk.models import AirbyteMessage, AirbyteStateMessage, ConfiguredAirbyteCatalog, ConfiguredAirbyteStream
+from airbyte_cdk.sources import AbstractSource
+from airbyte_cdk.sources.connector_state_manager import ConnectorStateManager
+from airbyte_cdk.sources.streams import Stream
+from airbyte_cdk.sources.streams.http.auth import TokenAuthenticator
+from airbyte_cdk.sources.utils.schema_helpers import InternalConfig
+from airbyte_cdk.utils.traced_exception import AirbyteTracedException
+from dateutil.relativedelta import relativedelta
+from requests import codes, exceptions # type: ignore[import]
+
+from .api import UNSUPPORTED_BULK_API_SALESFORCE_OBJECTS, UNSUPPORTED_FILTERING_STREAMS, Salesforce
+from .streams import BulkIncrementalSalesforceStream, BulkSalesforceStream, Describe, IncrementalRestSalesforceStream, RestSalesforceStream
+
+
+class AirbyteStopSync(AirbyteTracedException):
+ pass
+
+
+class SourceSalesforce(AbstractSource):
+ DATETIME_FORMAT = "%Y-%m-%dT%H:%M:%SZ"
+ START_DATE_OFFSET_IN_YEARS = 2
+
+ def __init__(self, *args, **kwargs):
+ super().__init__(*args, **kwargs)
+ self.catalog = None
+
+ @staticmethod
+ def _get_sf_object(config: Mapping[str, Any]) -> Salesforce:
+ sf = Salesforce(**config)
+ sf.login()
+ return sf
+
+ def check_connection(self, logger: AirbyteLogger, config: Mapping[str, Any]) -> Tuple[bool, Optional[str]]:
+ try:
+ salesforce = self._get_sf_object(config)
+ salesforce.describe()
+ except exceptions.HTTPError as error:
+ error_msg = f"An error occurred: {error.response.text}"
+ try:
+ error_data = error.response.json()[0]
+ except (KeyError, requests.exceptions.JSONDecodeError):
+ pass
+ else:
+ error_code = error_data.get("errorCode")
+ if error.response.status_code == codes.FORBIDDEN and error_code == "REQUEST_LIMIT_EXCEEDED":
+ logger.warn(f"API Call limit is exceeded. Error message: '{error_data.get('message')}'")
+ error_msg = "API Call limit is exceeded"
+ return False, error_msg
+ return True, None
+
+ @classmethod
+ def _get_api_type(cls, stream_name, properties):
+ # Salesforce BULK API currently does not support loading fields with data type base64 and compound data
+ properties_not_supported_by_bulk = {
+ key: value for key, value in properties.items() if value.get("format") == "base64" or "object" in value["type"]
+ }
+ rest_required = stream_name in UNSUPPORTED_BULK_API_SALESFORCE_OBJECTS or properties_not_supported_by_bulk
+ if rest_required:
+ return "rest"
+ return "bulk"
+
+ @classmethod
+ def generate_streams(
+ cls,
+ config: Mapping[str, Any],
+ stream_objects: Mapping[str, Any],
+ sf_object: Salesforce,
+ ) -> List[Stream]:
+ """ "Generates a list of stream by their names. It can be used for different tests too"""
+ logger = logging.getLogger()
+ authenticator = TokenAuthenticator(sf_object.access_token)
+ stream_properties = sf_object.generate_schemas(stream_objects)
+ streams = []
+ for stream_name, sobject_options in stream_objects.items():
+ streams_kwargs = {"sobject_options": sobject_options}
+ selected_properties = stream_properties.get(stream_name, {}).get("properties", {})
+
+ api_type = cls._get_api_type(stream_name, selected_properties)
+ if api_type == "rest":
+ full_refresh, incremental = RestSalesforceStream, IncrementalRestSalesforceStream
+ elif api_type == "bulk":
+ full_refresh, incremental = BulkSalesforceStream, BulkIncrementalSalesforceStream
+ else:
+ raise Exception(f"Stream {stream_name} cannot be processed by REST or BULK API.")
+
+ json_schema = stream_properties.get(stream_name, {})
+ pk, replication_key = sf_object.get_pk_and_replication_key(json_schema)
+ streams_kwargs.update(dict(sf_api=sf_object, pk=pk, stream_name=stream_name, schema=json_schema, authenticator=authenticator))
+ if replication_key and stream_name not in UNSUPPORTED_FILTERING_STREAMS:
+ start_date = config.get(
+ "start_date", (datetime.now() - relativedelta(years=cls.START_DATE_OFFSET_IN_YEARS)).strftime(cls.DATETIME_FORMAT)
+ )
+ stream = incremental(**streams_kwargs, replication_key=replication_key, start_date=start_date)
+ else:
+ stream = full_refresh(**streams_kwargs)
+ if api_type == "rest" and not stream.primary_key and stream.too_many_properties:
+ logger.warning(
+ f"Can not instantiate stream {stream_name}. "
+ f"It is not supported by the BULK API and can not be implemented via REST because the number of its properties "
+ f"exceeds the limit and it lacks a primary key."
+ )
+ continue
+ streams.append(stream)
+ return streams
+
+ def streams(self, config: Mapping[str, Any]) -> List[Stream]:
+ sf = self._get_sf_object(config)
+ stream_objects = sf.get_validated_streams(config=config, catalog=self.catalog)
+ streams = self.generate_streams(config, stream_objects, sf)
+ streams.append(Describe(sf_api=sf, catalog=self.catalog))
+ return streams
+
+ def read(
+ self,
+ logger: logging.Logger,
+ config: Mapping[str, Any],
+ catalog: ConfiguredAirbyteCatalog,
+ state: Union[List[AirbyteStateMessage], MutableMapping[str, Any]] = None,
+ ) -> Iterator[AirbyteMessage]:
+ # save for use inside streams method
+ self.catalog = catalog
+ try:
+ yield from super().read(logger, config, catalog, state)
+ except AirbyteStopSync:
+ logger.info(f"Finished syncing {self.name}")
+
+ def _read_stream(
+ self,
+ logger: logging.Logger,
+ stream_instance: Stream,
+ configured_stream: ConfiguredAirbyteStream,
+ state_manager: ConnectorStateManager,
+ internal_config: InternalConfig,
+ ) -> Iterator[AirbyteMessage]:
+ try:
+ yield from super()._read_stream(logger, stream_instance, configured_stream, state_manager, internal_config)
+ except exceptions.HTTPError as error:
+ error_data = error.response.json()[0]
+ error_code = error_data.get("errorCode")
+ url = error.response.url
+ if error.response.status_code == codes.FORBIDDEN and error_code == "REQUEST_LIMIT_EXCEEDED":
+ logger.warning(f"API Call {url} limit is exceeded. Error message: '{error_data.get('message')}'")
+ raise AirbyteStopSync() # if got 403 rate limit response, finish the sync with success.
+ raise error
diff --git a/source-salesforce/source_salesforce/streams.py b/source-salesforce/source_salesforce/streams.py
new file mode 100644
index 0000000000..bd6475b137
--- /dev/null
+++ b/source-salesforce/source_salesforce/streams.py
@@ -0,0 +1,736 @@
+#
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+#
+
+import csv
+import ctypes
+import math
+import os
+import time
+import urllib.parse
+from abc import ABC
+from contextlib import closing
+from typing import Any, Callable, Iterable, List, Mapping, MutableMapping, Optional, Tuple, Type, Union
+
+import pandas as pd
+import pendulum
+import requests # type: ignore[import]
+from airbyte_cdk.models import ConfiguredAirbyteCatalog, SyncMode
+from airbyte_cdk.sources.streams.availability_strategy import AvailabilityStrategy
+from airbyte_cdk.sources.streams.core import Stream, StreamData
+from airbyte_cdk.sources.streams.http import HttpStream
+from airbyte_cdk.sources.utils.transform import TransformConfig, TypeTransformer
+from numpy import nan
+from pendulum import DateTime # type: ignore[attr-defined]
+from requests import codes, exceptions
+
+from .api import UNSUPPORTED_FILTERING_STREAMS, Salesforce
+from .availability_strategy import SalesforceAvailabilityStrategy
+from .exceptions import SalesforceException, TmpFileIOError
+from .rate_limiting import default_backoff_handler
+
+# https://stackoverflow.com/a/54517228
+CSV_FIELD_SIZE_LIMIT = int(ctypes.c_ulong(-1).value // 2)
+csv.field_size_limit(CSV_FIELD_SIZE_LIMIT)
+
+DEFAULT_ENCODING = "utf-8"
+
+
+class SalesforceStream(HttpStream, ABC):
+ page_size = 2000
+ transformer = TypeTransformer(TransformConfig.DefaultSchemaNormalization)
+ encoding = DEFAULT_ENCODING
+
+ def __init__(
+ self, sf_api: Salesforce, pk: str, stream_name: str, sobject_options: Mapping[str, Any] = None, schema: dict = None, **kwargs
+ ):
+ super().__init__(**kwargs)
+ self.sf_api = sf_api
+ self.pk = pk
+ self.stream_name = stream_name
+ self.schema: Mapping[str, Any] = schema # type: ignore[assignment]
+ self.sobject_options = sobject_options
+
+ @property
+ def max_properties_length(self) -> int:
+ return Salesforce.REQUEST_SIZE_LIMITS - len(self.url_base) - 2000
+
+ @property
+ def name(self) -> str:
+ return self.stream_name
+
+ @property
+ def primary_key(self) -> Optional[Union[str, List[str], List[List[str]]]]:
+ return self.pk
+
+ @property
+ def url_base(self) -> str:
+ return self.sf_api.instance_url
+
+ @property
+ def availability_strategy(self) -> Optional["AvailabilityStrategy"]:
+ return SalesforceAvailabilityStrategy()
+
+ @property
+ def too_many_properties(self):
+ selected_properties = self.get_json_schema().get("properties", {})
+ properties_length = len(urllib.parse.quote(",".join(p for p in selected_properties)))
+ return properties_length > self.max_properties_length
+
+ def parse_response(self, response: requests.Response, **kwargs) -> Iterable[Mapping]:
+ response_data = response.json()["records"]
+ fields_to_parse = []
+ fields_to_null = []
+
+ for field, item in self.schema["properties"].items():
+ if item.get('format') == 'date-time':
+ fields_to_parse.append(field)
+ elif item.get("format") == 'date':
+ fields_to_null.append(field)
+ self.logger.info(fields_to_parse)
+ self.logger.info(self.schema)
+ for record in response_data:
+ if len(fields_to_parse) > 0:
+ for field in fields_to_parse:
+ if record[field] == None:
+ continue
+ else:
+ record[field] = pendulum.parse(record[field]).strftime("%Y-%m-%dT%H:%M:%SZ")
+ if len(fields_to_null) > 0:
+ for field in fields_to_null:
+ record[field] = None
+
+
+ #pendulum.parse(start_date).strftime("%Y-%m-%dT%H:%M:%SZ")
+ yield from response_data
+
+ def get_json_schema(self) -> Mapping[str, Any]:
+ if not self.schema:
+ self.schema = self.sf_api.generate_schema(self.name)
+ return self.schema
+
+ def get_error_display_message(self, exception: BaseException) -> Optional[str]:
+ if isinstance(exception, exceptions.ConnectionError):
+ return f"After {self.max_retries} retries the connector has failed with a network error. It looks like Salesforce API experienced temporary instability, please try again later."
+ return super().get_error_display_message(exception)
+
+
+class PropertyChunk:
+ """
+ Object that is used to keep track of the current state of a chunk of properties for the stream of records being synced.
+ """
+
+ properties: Mapping[str, Any]
+ first_time: bool
+ record_counter: int
+ next_page: Optional[Mapping[str, Any]]
+
+ def __init__(self, properties: Mapping[str, Any]):
+ self.properties = properties
+ self.first_time = True
+ self.record_counter = 0
+ self.next_page = None
+
+
+class RestSalesforceStream(SalesforceStream):
+ def __init__(self, *args, **kwargs):
+ super().__init__(*args, **kwargs)
+ assert self.primary_key or not self.too_many_properties
+
+ def path(self, next_page_token: Mapping[str, Any] = None, **kwargs: Any) -> str:
+ if next_page_token:
+ """
+ If `next_page_token` is set, subsequent requests use `nextRecordsUrl`.
+ """
+ next_token: str = next_page_token["next_token"]
+ return next_token
+ return f"/services/data/{self.sf_api.version}/queryAll"
+
+ def next_page_token(self, response: requests.Response) -> Optional[Mapping[str, Any]]:
+ response_data = response.json()
+ next_token = response_data.get("nextRecordsUrl")
+ return {"next_token": next_token} if next_token else None
+
+ def request_params(
+ self,
+ stream_state: Mapping[str, Any],
+ stream_slice: Mapping[str, Any] = None,
+ next_page_token: Mapping[str, Any] = None,
+ property_chunk: Mapping[str, Any] = None,
+ ) -> MutableMapping[str, Any]:
+ """
+ Salesforce SOQL Query: https://developer.salesforce.com/docs/atlas.en-us.232.0.api_rest.meta/api_rest/dome_queryall.htm
+ """
+ if next_page_token:
+ """
+ If `next_page_token` is set, subsequent requests use `nextRecordsUrl`, and do not include any parameters.
+ """
+ return {}
+
+ property_chunk = property_chunk or {}
+ query = f"SELECT {','.join(property_chunk.keys())} FROM {self.name} "
+
+ if self.primary_key and self.name not in UNSUPPORTED_FILTERING_STREAMS:
+ query += f"ORDER BY {self.primary_key} ASC"
+
+ return {"q": query}
+
+ def chunk_properties(self) -> Iterable[Mapping[str, Any]]:
+ selected_properties = self.get_json_schema().get("properties", {})
+
+ def empty_props_with_pk_if_present():
+ return {self.primary_key: selected_properties[self.primary_key]} if self.primary_key else {}
+
+ summary_length = 0
+ local_properties = empty_props_with_pk_if_present()
+ for property_name, value in selected_properties.items():
+ current_property_length = len(urllib.parse.quote(f"{property_name},"))
+ if current_property_length + summary_length >= self.max_properties_length:
+ yield local_properties
+ local_properties = empty_props_with_pk_if_present()
+ summary_length = 0
+
+ local_properties[property_name] = value
+ summary_length += current_property_length
+
+ if local_properties:
+ yield local_properties
+
+ @staticmethod
+ def _next_chunk_id(property_chunks: Mapping[int, PropertyChunk]) -> Optional[int]:
+ """
+ Figure out which chunk is going to be read next.
+ It should be the one with the least number of records read by the moment.
+ """
+ non_exhausted_chunks = {
+ # We skip chunks that have already attempted a sync before and do not have a next page
+ chunk_id: property_chunk.record_counter
+ for chunk_id, property_chunk in property_chunks.items()
+ if property_chunk.first_time or property_chunk.next_page
+ }
+ if not non_exhausted_chunks:
+ return None
+ return min(non_exhausted_chunks, key=non_exhausted_chunks.get)
+
+ def _read_pages(
+ self,
+ records_generator_fn: Callable[
+ [requests.PreparedRequest, requests.Response, Mapping[str, Any], Mapping[str, Any]], Iterable[StreamData]
+ ],
+ stream_slice: Mapping[str, Any] = None,
+ stream_state: Mapping[str, Any] = None,
+ ) -> Iterable[StreamData]:
+ stream_state = stream_state or {}
+ records_by_primary_key = {}
+ property_chunks: Mapping[int, PropertyChunk] = {
+ index: PropertyChunk(properties=properties) for index, properties in enumerate(self.chunk_properties())
+ }
+ while True:
+ chunk_id = self._next_chunk_id(property_chunks)
+ if chunk_id is None:
+ # pagination complete
+ break
+
+ property_chunk = property_chunks[chunk_id]
+ request, response = self._fetch_next_page_for_chunk(
+ stream_slice, stream_state, property_chunk.next_page, property_chunk.properties
+ )
+
+ # When this is the first time we're getting a chunk's records, we set this to False to be used when deciding the next chunk
+ if property_chunk.first_time:
+ property_chunk.first_time = False
+ property_chunk.next_page = self.next_page_token(response)
+ chunk_page_records = records_generator_fn(request, response, stream_state, stream_slice)
+ if not self.too_many_properties:
+ # this is the case when a stream has no primary key
+ # (it is allowed when properties length does not exceed the maximum value)
+ # so there would be a single chunk, therefore we may and should yield records immediately
+ for record in chunk_page_records:
+ property_chunk.record_counter += 1
+ yield record
+ continue
+
+ # stick together different parts of records by their primary key and emit if a record is complete
+ for record in chunk_page_records:
+ property_chunk.record_counter += 1
+ record_id = record[self.primary_key]
+ if record_id not in records_by_primary_key:
+ records_by_primary_key[record_id] = (record, 1)
+ continue
+ partial_record, counter = records_by_primary_key[record_id]
+ partial_record.update(record)
+ counter += 1
+ if counter == len(property_chunks):
+ yield partial_record # now it's complete
+ records_by_primary_key.pop(record_id)
+ else:
+ records_by_primary_key[record_id] = (partial_record, counter)
+
+ # Process what's left.
+ # Because we make multiple calls to query N records (each call to fetch X properties of all the N records),
+ # there's a chance that the number of records corresponding to the query may change between the calls.
+ # Select 'a', 'b' from table order by pk -> returns records with ids `1`, `2`
+ #
+ # Select 'c', 'd' from table order by pk -> returns records with ids `1`, `3`
+ # Then records `2` and `3` would be incomplete.
+ # This may result in data inconsistency. We skip such records for now and log a warning message.
+ incomplete_record_ids = ",".join([str(key) for key in records_by_primary_key])
+ if incomplete_record_ids:
+ self.logger.warning(f"Inconsistent record(s) with primary keys {incomplete_record_ids} found. Skipping them.")
+
+ # Always return an empty generator just in case no records were ever yielded
+ yield from []
+
+ def _fetch_next_page_for_chunk(
+ self,
+ stream_slice: Mapping[str, Any] = None,
+ stream_state: Mapping[str, Any] = None,
+ next_page_token: Mapping[str, Any] = None,
+ property_chunk: Mapping[str, Any] = None,
+ ) -> Tuple[requests.PreparedRequest, requests.Response]:
+ request_headers = self.request_headers(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token)
+ request = self._create_prepared_request(
+ path=self.path(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token),
+ headers=dict(request_headers, **self.authenticator.get_auth_header()),
+ params=self.request_params(
+ stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token, property_chunk=property_chunk
+ ),
+ json=self.request_body_json(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token),
+ data=self.request_body_data(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token),
+ )
+ request_kwargs = self.request_kwargs(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token)
+ response = self._send_request(request, request_kwargs)
+ return request, response
+
+
+class BulkSalesforceStream(SalesforceStream):
+ page_size = 15000
+ DEFAULT_WAIT_TIMEOUT_SECONDS = 86400 # 24-hour bulk job running time
+ MAX_CHECK_INTERVAL_SECONDS = 2.0
+ MAX_RETRY_NUMBER = 3
+
+ def path(self, next_page_token: Mapping[str, Any] = None, **kwargs: Any) -> str:
+ return f"/services/data/{self.sf_api.version}/jobs/query"
+
+ transformer = TypeTransformer(TransformConfig.CustomSchemaNormalization | TransformConfig.DefaultSchemaNormalization)
+
+ @default_backoff_handler(max_tries=5, factor=15)
+ def _send_http_request(self, method: str, url: str, json: dict = None, stream: bool = False):
+ headers = self.authenticator.get_auth_header()
+ response = self._session.request(method, url=url, headers=headers, json=json, stream=stream)
+ if response.status_code not in [200, 204]:
+ self.logger.error(f"error body: {response.text}, sobject options: {self.sobject_options}")
+ response.raise_for_status()
+ return response
+
+ def create_stream_job(self, query: str, url: str) -> Optional[str]:
+ """
+ docs: https://developer.salesforce.com/docs/atlas.en-us.api_asynch.meta/api_asynch/create_job.html
+ """
+ json = {"operation": "queryAll", "query": query, "contentType": "CSV", "columnDelimiter": "COMMA", "lineEnding": "LF"}
+ try:
+ response = self._send_http_request("POST", url, json=json)
+ job_id: str = response.json()["id"]
+ return job_id
+ except exceptions.HTTPError as error:
+ if error.response.status_code in [codes.FORBIDDEN, codes.BAD_REQUEST]:
+ # A part of streams can't be used by BULK API. Every API version can have a custom list of
+ # these sobjects. Another part of them can be generated dynamically. That's why we can't track
+ # them preliminarily and there is only one way is to except error with necessary messages about
+ # their limitations. Now we know about 3 different reasons of similar errors:
+ # 1) some SaleForce sobjects(streams) is not supported by the BULK API simply (as is).
+ # 2) Access to a sobject(stream) is not available
+ # 3) sobject is not queryable. It means this sobject can't be called directly.
+ # We can call it as part of response from another sobject only. E.g.:
+ # initial query: "Select Id, Subject from ActivityHistory" -> error
+ # updated query: "Select Name, (Select Subject,ActivityType from ActivityHistories) from Contact"
+ # The second variant forces customisation for every case (ActivityHistory, ActivityHistories etc).
+ # And the main problem is these subqueries doesn't support CSV response format.
+ error_data = error.response.json()[0]
+ error_code = error_data.get("errorCode")
+ error_message = error_data.get("message", "")
+ if error_message == "Selecting compound data not supported in Bulk Query" or (
+ error_code == "INVALIDENTITY" and "is not supported by the Bulk API" in error_message
+ ):
+ self.logger.error(
+ f"Cannot receive data for stream '{self.name}' using BULK API, "
+ f"sobject options: {self.sobject_options}, error message: '{error_message}'"
+ )
+ elif error.response.status_code == codes.FORBIDDEN and error_code != "REQUEST_LIMIT_EXCEEDED":
+ self.logger.error(
+ f"Cannot receive data for stream '{self.name}' ,"
+ f"sobject options: {self.sobject_options}, error message: '{error_message}'"
+ )
+ elif error.response.status_code == codes.FORBIDDEN and error_code == "REQUEST_LIMIT_EXCEEDED":
+ self.logger.error(
+ f"Cannot receive data for stream '{self.name}' ,"
+ f"sobject options: {self.sobject_options}, Error message: '{error_data.get('message')}'"
+ )
+ elif error.response.status_code == codes.BAD_REQUEST and error_message.endswith("does not support query"):
+ self.logger.error(
+ f"The stream '{self.name}' is not queryable, "
+ f"sobject options: {self.sobject_options}, error message: '{error_message}'"
+ )
+ elif error.response.status_code == codes.BAD_REQUEST and error_code == "LIMIT_EXCEEDED":
+ self.logger.error(
+ f"Cannot receive data for stream '{self.name}' ,"
+ f"sobject options: {self.sobject_options}, error message: '{error_message}'"
+ )
+ else:
+ raise error
+ else:
+ raise error
+ return None
+
+ def wait_for_job(self, url: str) -> str:
+ expiration_time: DateTime = pendulum.now().add(seconds=self.DEFAULT_WAIT_TIMEOUT_SECONDS)
+ job_status = "InProgress"
+ delay_timeout = 0.0
+ delay_cnt = 0
+ job_info = None
+ # minimal starting delay is 0.5 seconds.
+ # this value was received empirically
+ time.sleep(0.5)
+ while pendulum.now() < expiration_time:
+ job_info = self._send_http_request("GET", url=url).json()
+ job_status = job_info["state"]
+ if job_status in ["JobComplete", "Aborted", "Failed"]:
+ if job_status != "JobComplete":
+ # this is only job metadata without payload
+ error_message = job_info.get("errorMessage")
+ if not error_message:
+ # not all failed response can have "errorMessage" and we need to show full response body
+ error_message = job_info
+ self.logger.error(f"JobStatus: {job_status}, sobject options: {self.sobject_options}, error message: '{error_message}'")
+
+ return job_status
+
+ if delay_timeout < self.MAX_CHECK_INTERVAL_SECONDS:
+ delay_timeout = 0.5 + math.exp(delay_cnt) / 1000.0
+ delay_cnt += 1
+
+ time.sleep(delay_timeout)
+ job_id = job_info["id"]
+ self.logger.info(
+ f"Sleeping {delay_timeout} seconds while waiting for Job: {self.name}/{job_id} to complete. Current state: {job_status}"
+ )
+
+ self.logger.warning(f"Not wait the {self.name} data for {self.DEFAULT_WAIT_TIMEOUT_SECONDS} seconds, data: {job_info}!!")
+ return job_status
+
+ def execute_job(self, query: str, url: str) -> Tuple[Optional[str], Optional[str]]:
+ job_status = "Failed"
+ for i in range(0, self.MAX_RETRY_NUMBER):
+ job_id = self.create_stream_job(query=query, url=url)
+ if not job_id:
+ return None, job_status
+ job_full_url = f"{url}/{job_id}"
+ job_status = self.wait_for_job(url=job_full_url)
+ if job_status not in ["UploadComplete", "InProgress"]:
+ break
+ self.logger.error(f"Waiting error. Try to run this job again {i + 1}/{self.MAX_RETRY_NUMBER}...")
+ self.abort_job(url=job_full_url)
+ job_status = "Aborted"
+
+ if job_status in ["Aborted", "Failed"]:
+ self.delete_job(url=job_full_url)
+ return None, job_status
+ return job_full_url, job_status
+
+ def filter_null_bytes(self, b: bytes):
+ """
+ https://github.com/airbytehq/airbyte/issues/8300
+ """
+ res = b.replace(b"\x00", b"")
+ if len(res) < len(b):
+ self.logger.warning("Filter 'null' bytes from string, size reduced %d -> %d chars", len(b), len(res))
+ return res
+
+ def download_data(self, url: str, chunk_size: int = 1024) -> tuple[str, str]:
+ """
+ Retrieves binary data result from successfully `executed_job`, using chunks, to avoid local memory limitations.
+ @ url: string - the url of the `executed_job`
+ @ chunk_size: int - the buffer size for each chunk to fetch from stream, in bytes, default: 1024 bytes
+ Return the tuple containing string with file path of downloaded binary data (Saved temporarily) and file encoding.
+ """
+ # set filepath for binary data from response
+ tmp_file = os.path.realpath(os.path.basename(url))
+ with closing(self._send_http_request("GET", f"{url}/results", stream=True)) as response, open(tmp_file, "wb") as data_file:
+ response_encoding = response.encoding or self.encoding
+ for chunk in response.iter_content(chunk_size=chunk_size):
+ data_file.write(self.filter_null_bytes(chunk))
+ # check the file exists
+ if os.path.isfile(tmp_file):
+ return tmp_file, response_encoding
+ else:
+ raise TmpFileIOError(f"The IO/Error occured while verifying binary data. Stream: {self.name}, file {tmp_file} doesn't exist.")
+
+ def read_with_chunks(self, path: str, file_encoding: str, chunk_size: int = 100) -> Iterable[Tuple[int, Mapping[str, Any]]]:
+ """
+ Reads the downloaded binary data, using lines chunks, set by `chunk_size`.
+ @ path: string - the path to the downloaded temporarily binary data.
+ @ file_encoding: string - encoding for binary data file according to Standard Encodings from codecs module
+ @ chunk_size: int - the number of lines to read at a time, default: 100 lines / time.
+ """
+ try:
+ with open(path, "r", encoding=file_encoding) as data:
+ chunks = pd.read_csv(data, chunksize=chunk_size, iterator=True, dialect="unix", dtype=object)
+ for chunk in chunks:
+ chunk = chunk.replace({nan: None}).to_dict(orient="records")
+ for row in chunk:
+ yield row
+ except pd.errors.EmptyDataError as e:
+ self.logger.info(f"Empty data received. {e}")
+ yield from []
+ except IOError as ioe:
+ raise TmpFileIOError(f"The IO/Error occured while reading tmp data. Called: {path}. Stream: {self.name}", ioe)
+ finally:
+ # remove binary tmp file, after data is read
+ os.remove(path)
+
+ def abort_job(self, url: str):
+ data = {"state": "Aborted"}
+ self._send_http_request("PATCH", url=url, json=data)
+ self.logger.warning("Broken job was aborted")
+
+ def delete_job(self, url: str):
+ self._send_http_request("DELETE", url=url)
+
+ @property
+ def availability_strategy(self) -> Optional["AvailabilityStrategy"]:
+ return None
+
+ def next_page_token(self, last_record: Mapping[str, Any]) -> Optional[Mapping[str, Any]]:
+ if self.primary_key and self.name not in UNSUPPORTED_FILTERING_STREAMS:
+ return {"next_token": f"WHERE {self.primary_key} >= '{last_record[self.primary_key]}' "} # type: ignore[index]
+ return None
+
+ def request_params(
+ self, stream_state: Mapping[str, Any], stream_slice: Mapping[str, Any] = None, next_page_token: Mapping[str, Any] = None
+ ) -> MutableMapping[str, Any]:
+ """
+ Salesforce SOQL Query: https://developer.salesforce.com/docs/atlas.en-us.232.0.api_rest.meta/api_rest/dome_queryall.htm
+ """
+
+ selected_properties = self.get_json_schema().get("properties", {})
+ query = f"SELECT {','.join(selected_properties.keys())} FROM {self.name} "
+ if next_page_token:
+ query += next_page_token["next_token"]
+
+ if self.primary_key and self.name not in UNSUPPORTED_FILTERING_STREAMS:
+ query += f"ORDER BY {self.primary_key} ASC LIMIT {self.page_size}"
+ return {"q": query}
+
+ def read_records(
+ self,
+ sync_mode: SyncMode,
+ cursor_field: List[str] = None,
+ stream_slice: Mapping[str, Any] = None,
+ stream_state: Mapping[str, Any] = None,
+ ) -> Iterable[Mapping[str, Any]]:
+ stream_state = stream_state or {}
+ next_page_token = None
+
+ while True:
+ params = self.request_params(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token)
+ path = self.path(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token)
+ job_full_url, job_status = self.execute_job(query=params["q"], url=f"{self.url_base}{path}")
+ if not job_full_url:
+ if job_status == "Failed":
+ # As rule as BULK logic returns unhandled error. For instance:
+ # error message: 'Unexpected exception encountered in query processing.
+ # Please contact support with the following id: 326566388-63578 (-436445966)'"
+ # Thus we can try to switch to GET sync request because its response returns obvious error message
+ standard_instance = self.get_standard_instance()
+ self.logger.warning("switch to STANDARD(non-BULK) sync. Because the SalesForce BULK job has returned a failed status")
+ stream_is_available, error = standard_instance.check_availability(self.logger, None)
+ if not stream_is_available:
+ self.logger.warning(f"Skipped syncing stream '{standard_instance.name}' because it was unavailable. Error: {error}")
+ return
+ yield from standard_instance.read_records(
+ sync_mode=sync_mode, cursor_field=cursor_field, stream_slice=stream_slice, stream_state=stream_state
+ )
+ return
+ raise SalesforceException(f"Job for {self.name} stream using BULK API was failed.")
+
+ count = 0
+ record: Mapping[str, Any] = {}
+ for record in self.read_with_chunks(*self.download_data(url=job_full_url)):
+ count += 1
+ yield record
+ self.delete_job(url=job_full_url)
+
+ if count < self.page_size:
+ # Salesforce doesn't give a next token or something to know the request was
+ # the last page. The connectors will sync batches in `page_size` and
+ # considers that batch is smaller than the `page_size` it must be the last page.
+ break
+
+ next_page_token = self.next_page_token(record)
+ if not next_page_token:
+ # not found a next page data.
+ break
+
+ def get_standard_instance(self) -> SalesforceStream:
+ """Returns a instance of standard logic(non-BULK) with same settings"""
+ stream_kwargs = dict(
+ sf_api=self.sf_api,
+ pk=self.pk,
+ stream_name=self.stream_name,
+ schema=self.schema,
+ sobject_options=self.sobject_options,
+ authenticator=self.authenticator,
+ )
+ new_cls: Type[SalesforceStream] = RestSalesforceStream
+ if isinstance(self, BulkIncrementalSalesforceStream):
+ stream_kwargs.update({"replication_key": self.replication_key, "start_date": self.start_date})
+ new_cls = IncrementalRestSalesforceStream
+
+ return new_cls(**stream_kwargs)
+
+
+@BulkSalesforceStream.transformer.registerCustomTransform
+def transform_empty_string_to_none(instance: Any, schema: Any):
+ """
+ BULK API returns a `csv` file, where all values are initially as string type.
+ This custom transformer replaces empty lines with `None` value.
+ """
+ if isinstance(instance, str) and not instance.strip():
+ instance = None
+
+ return instance
+
+
+class IncrementalRestSalesforceStream(RestSalesforceStream, ABC):
+ state_checkpoint_interval = 500
+ STREAM_SLICE_STEP = 30
+
+ def __init__(self, replication_key: str, start_date: Optional[str], **kwargs):
+ super().__init__(**kwargs)
+ self.replication_key = replication_key
+ self.start_date = self.format_start_date(start_date)
+
+ @staticmethod
+ def format_start_date(start_date: Optional[str]) -> Optional[str]:
+ """Transform the format `2021-07-25` into the format `2021-07-25T00:00:00Z`"""
+ if start_date:
+ return pendulum.parse(start_date).strftime("%Y-%m-%dT%H:%M:%SZ") # type: ignore[attr-defined,no-any-return]
+ return None
+
+ def stream_slices(
+ self, *, sync_mode: SyncMode, cursor_field: List[str] = None, stream_state: Mapping[str, Any] = None
+ ) -> Iterable[Optional[Mapping[str, Any]]]:
+ start, end = (None, None)
+ now = pendulum.now(tz="UTC")
+ initial_date = pendulum.parse((stream_state or {}).get(self.cursor_field, self.start_date), tz="UTC")
+
+ slice_number = 1
+ while not end == now:
+ start = initial_date.add(days=(slice_number - 1) * self.STREAM_SLICE_STEP)
+ end = min(now, initial_date.add(days=slice_number * self.STREAM_SLICE_STEP))
+ yield {"start_date": start.isoformat(timespec="milliseconds"), "end_date": end.isoformat(timespec="milliseconds")}
+ slice_number = slice_number + 1
+
+ def request_params(
+ self,
+ stream_state: Mapping[str, Any],
+ stream_slice: Mapping[str, Any] = None,
+ next_page_token: Mapping[str, Any] = None,
+ property_chunk: Mapping[str, Any] = None,
+ ) -> MutableMapping[str, Any]:
+ if next_page_token:
+ """
+ If `next_page_token` is set, subsequent requests use `nextRecordsUrl`, and do not include any parameters.
+ """
+ return {}
+
+ property_chunk = property_chunk or {}
+
+ start_date = max(
+ (stream_state or {}).get(self.cursor_field, self.start_date),
+ (stream_slice or {}).get("start_date", ""),
+ (next_page_token or {}).get("start_date", ""),
+ )
+ end_date = (stream_slice or {}).get("end_date", pendulum.now(tz="UTC").isoformat(timespec="milliseconds"))
+
+ select_fields = ",".join(property_chunk.keys())
+ table_name = self.name
+ where_conditions = []
+ order_by_clause = ""
+
+ if start_date:
+ where_conditions.append(f"{self.cursor_field} >= {start_date}")
+ if end_date:
+ where_conditions.append(f"{self.cursor_field} < {end_date}")
+ if self.name not in UNSUPPORTED_FILTERING_STREAMS:
+ order_by_clause = f"ORDER BY {self.cursor_field} ASC"
+
+ where_clause = f"WHERE {' AND '.join(where_conditions)}"
+ query = f"SELECT {select_fields} FROM {table_name} {where_clause} {order_by_clause}"
+
+ return {"q": query}
+
+ @property
+ def cursor_field(self) -> str:
+ return self.replication_key
+
+ def get_updated_state(self, current_stream_state: MutableMapping[str, Any], latest_record: Mapping[str, Any]) -> Mapping[str, Any]:
+ """
+ Return the latest state by comparing the cursor value in the latest record with the stream's most recent state
+ object and returning an updated state object.
+ """
+ latest_benchmark = latest_record[self.cursor_field]
+ if current_stream_state.get(self.cursor_field):
+ return {self.cursor_field: max(latest_benchmark, current_stream_state[self.cursor_field])}
+ return {self.cursor_field: latest_benchmark}
+
+
+class BulkIncrementalSalesforceStream(BulkSalesforceStream, IncrementalRestSalesforceStream):
+ def next_page_token(self, last_record: Mapping[str, Any]) -> Optional[Mapping[str, Any]]:
+ return None
+
+ def request_params(
+ self, stream_state: Mapping[str, Any], stream_slice: Mapping[str, Any] = None, next_page_token: Mapping[str, Any] = None
+ ) -> MutableMapping[str, Any]:
+ start_date = max(
+ (stream_state or {}).get(self.cursor_field, ""),
+ (stream_slice or {}).get("start_date", ""),
+ (next_page_token or {}).get("start_date", ""),
+ )
+ end_date = stream_slice["end_date"]
+
+ select_fields = ", ".join(self.get_json_schema().get("properties", {}).keys())
+ table_name = self.name
+ where_conditions = [f"{self.cursor_field} >= {start_date}", f"{self.cursor_field} < {end_date}"]
+ order_by_clause = ""
+
+ if self.name not in UNSUPPORTED_FILTERING_STREAMS:
+ order_by_fields = ", ".join([self.cursor_field, self.primary_key] if self.primary_key else [self.cursor_field])
+ order_by_clause = f"ORDER BY {order_by_fields} ASC"
+
+ where_clause = f"WHERE {' AND '.join(where_conditions)}"
+ query = f"SELECT {select_fields} FROM {table_name} {where_clause} {order_by_clause}"
+ return {"q": query}
+
+
+class Describe(Stream):
+ """
+ Stream of sObjects' (Salesforce Objects) describe:
+ https://developer.salesforce.com/docs/atlas.en-us.api_rest.meta/api_rest/resources_sobject_describe.htm
+ """
+
+ name = "Describe"
+ primary_key = "name"
+
+ def __init__(self, sf_api: Salesforce, catalog: ConfiguredAirbyteCatalog = None, **kwargs):
+ super().__init__(**kwargs)
+ self.sf_api = sf_api
+ if catalog:
+ self.sobjects_to_describe = [s.stream.name for s in catalog.streams if s.stream.name != self.name]
+
+ def read_records(self, **kwargs) -> Iterable[Mapping[str, Any]]:
+ """
+ Yield describe response of SObjects defined in catalog as streams only.
+ """
+ for sobject in self.sobjects_to_describe:
+ yield self.sf_api.describe(sobject=sobject)
diff --git a/source-salesforce/source_salesforce/utils.py b/source-salesforce/source_salesforce/utils.py
new file mode 100644
index 0000000000..7d328faef1
--- /dev/null
+++ b/source-salesforce/source_salesforce/utils.py
@@ -0,0 +1,22 @@
+#
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+#
+
+
+def filter_streams_by_criteria(streams_list: list, search_word: str, search_criteria: str):
+ search_word = search_word.lower()
+ criteria_mapping = {
+ "starts with": lambda stream_name: stream_name.startswith(search_word),
+ "starts not with": lambda stream_name: not stream_name.startswith(search_word),
+ "ends with": lambda stream_name: stream_name.endswith(search_word),
+ "ends not with": lambda stream_name: not stream_name.endswith(search_word),
+ "contains": lambda stream_name: search_word in stream_name,
+ "not contains": lambda stream_name: search_word not in stream_name,
+ "exacts": lambda stream_name: search_word == stream_name,
+ "not exacts": lambda stream_name: search_word != stream_name,
+ }
+ new_streams_list = []
+ for stream in streams_list:
+ if criteria_mapping[search_criteria](stream.lower()):
+ new_streams_list.append(stream)
+ return new_streams_list
diff --git a/source-salesforce/spec.yaml b/source-salesforce/spec.yaml
new file mode 100644
index 0000000000..f06ca9e98f
--- /dev/null
+++ b/source-salesforce/spec.yaml
@@ -0,0 +1,128 @@
+documentationUrl: https://go.estuary.dev/AyWXIh
+connectionSpecification:
+ $schema: http://json-schema.org/draft-07/schema#
+ title: Salesforce Source Spec
+ type: object
+ required:
+ - credentials
+ - start_date
+ additionalProperties: true
+ properties:
+ credentials:
+ properties:
+ is_sandbox:
+ title: Sandbox
+ description: >-
+ Toggle if you're using a Salesforce Sandbox
+ type: boolean
+ default: false
+ order: 1
+ auth_type:
+ type: string
+ const: Client
+ client_id:
+ title: Client ID
+ description: Enter your Salesforce developer application's Client ID
+ type: string
+ order: 2
+ client_secret:
+ title: Client Secret
+ description: Enter your Salesforce developer application's Client secret
+ type: string
+ airbyte_secret: true
+ order: 3
+ refresh_token:
+ title: Refresh Token
+ description: >-
+ Enter your application's Salesforce Refresh Token used to access your Salesforce account.
+ type: string
+ airbyte_secret: true
+ order: 4
+ start_date:
+ title: Start Date
+ description: >-
+ Enter the date in the YYYY-MM-DD format. We will replicate the data added on and after this date. If this field is blank, We will replicate the data for last two years.
+ type: string
+ pattern: >-
+ ^([0-9]{4}-[0-9]{2}-[0-9]{2}(T[0-9]{2}:[0-9]{2}:[0-9]{2}Z)?)$
+ examples:
+ - "2021-07-25"
+ - "2021-07-25T00:00:00Z"
+ format: date-time
+ order: 5
+ streams_criteria:
+ type: array
+ order: 6
+ items:
+ type: object
+ required:
+ - criteria
+ - value
+ properties:
+ criteria:
+ type: string
+ title: Search criteria
+ enum:
+ - starts with
+ - ends with
+ - contains
+ - exacts
+ - starts not with
+ - ends not with
+ - not contains
+ - not exacts
+ order: 1
+ default: contains
+ value:
+ type: string
+ title: Search value
+ order: 2
+ title: Filter Salesforce Objects
+ description: >-
+ Filter streams relevant to you
+advanced_auth:
+ auth_flow_type: oauth2.0
+ predicate_key:
+ - auth_type
+ predicate_value: Client
+ oauth_config_specification:
+ oauth_user_input_from_connector_config_specification:
+ type: object
+ additionalProperties: false
+ properties:
+ is_sandbox:
+ type: boolean
+ path_in_connector_config:
+ - is_sandbox
+ complete_oauth_output_specification:
+ type: object
+ additionalProperties: false
+ properties:
+ refresh_token:
+ type: string
+ path_in_connector_config:
+ - refresh_token
+ complete_oauth_server_input_specification:
+ type: object
+ additionalProperties: false
+ properties:
+ client_id:
+ type: string
+ client_secret:
+ type: string
+ complete_oauth_server_output_specification:
+ type: object
+ additionalProperties: false
+ properties:
+ client_id:
+ type: string
+ path_in_connector_config:
+ - client_id
+ client_secret:
+ type: string
+ path_in_connector_config:
+ - client_secret
diff --git a/source-salesforce/test.flow.yaml b/source-salesforce/test.flow.yaml
new file mode 100644
index 0000000000..0ff58a592b
--- /dev/null
+++ b/source-salesforce/test.flow.yaml
@@ -0,0 +1,4819 @@
+---
+captures:
+ acmeCo/source-salesforce:
+ endpoint:
+ local:
+ command:
+ - python
+ # - "-Xfrozen_modules=off"
+ # - "-m"
+ # - debugpy
+ # - "--listen"
+ # - "0.0.0.0:5678"
+ # - "--wait-for-client"
+ - "-m"
+ - source-salesforce
+ config: config.yaml
+ bindings:
+ - resource:
+ stream: AIApplication
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AIApplication
+ - resource:
+ stream: AIApplicationConfig
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AIApplicationConfig
+ - resource:
+ stream: AIInsightAction
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AIInsightAction
+ - resource:
+ stream: AIInsightFeedback
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AIInsightFeedback
+ - resource:
+ stream: AIInsightReason
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AIInsightReason
+ - resource:
+ stream: AIInsightValue
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AIInsightValue
+ - resource:
+ stream: AIRecordInsight
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AIRecordInsight
+ - resource:
+ stream: AcceptedEventRelation
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AcceptedEventRelation
+ - resource:
+ stream: Account
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/Account
+ - resource:
+ stream: AccountCleanInfo
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AccountCleanInfo
+ - resource:
+ stream: AccountContactRole
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AccountContactRole
+ - resource:
+ stream: AccountFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AccountFeed
+ - resource:
+ stream: AccountHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/AccountHistory
+ - resource:
+ stream: AccountPartner
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AccountPartner
+ - resource:
+ stream: AccountShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/AccountShare
+ - resource:
+ stream: ActionLinkGroupTemplate
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ActionLinkGroupTemplate
+ - resource:
+ stream: ActionLinkTemplate
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ActionLinkTemplate
+ - resource:
+ stream: ActiveFeatureLicenseMetric
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ActiveFeatureLicenseMetric
+ - resource:
+ stream: ActivePermSetLicenseMetric
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ActivePermSetLicenseMetric
+ - resource:
+ stream: ActiveProfileMetric
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ActiveProfileMetric
+ - resource:
+ stream: ActiveScratchOrg
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ActiveScratchOrg
+ - resource:
+ stream: ActiveScratchOrgFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ActiveScratchOrgFeed
+ - resource:
+ stream: ActiveScratchOrgHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/ActiveScratchOrgHistory
+ - resource:
+ stream: ActiveScratchOrgShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/ActiveScratchOrgShare
+ - resource:
+ stream: AdditionalNumber
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AdditionalNumber
+ - resource:
+ stream: Address
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/Address
+ - resource:
+ stream: AlternativePaymentMethod
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/AlternativePaymentMethod
+ - resource:
+ stream: AlternativePaymentMethodShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/AlternativePaymentMethodShare
+ - resource:
+ stream: ApexClass
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ApexClass
+ - resource:
+ stream: ApexComponent
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ApexComponent
+ - resource:
+ stream: ApexEmailNotification
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ApexEmailNotification
+ - resource:
+ stream: ApexLog
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ApexLog
+ - resource:
+ stream: ApexPage
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/ApexPage
+ - resource:
+ stream: ApexPageInfo
+ syncMode: full_refresh
+ cursorField:
+ - Id
+ target: acmeCo/ApexPageInfo
+ - resource:
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+ - resource:
+ stream: UserAppMenuItem
+ syncMode: full_refresh
+ cursorField:
+ - Id
+ target: acmeCo/UserAppMenuItem
+ - resource:
+ stream: UserEmailPreferredPerson
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserEmailPreferredPerson
+ - resource:
+ stream: UserEmailPreferredPersonShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/UserEmailPreferredPersonShare
+ - resource:
+ stream: UserFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserFeed
+ - resource:
+ stream: UserLicense
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserLicense
+ - resource:
+ stream: UserListView
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserListView
+ - resource:
+ stream: UserListViewCriterion
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserListViewCriterion
+ - resource:
+ stream: UserLogin
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/UserLogin
+ - resource:
+ stream: UserPackageLicense
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserPackageLicense
+ - resource:
+ stream: UserPermissionAccess
+ syncMode: full_refresh
+ cursorField:
+ - Id
+ target: acmeCo/UserPermissionAccess
+ - resource:
+ stream: UserPreference
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserPreference
+ - resource:
+ stream: UserProvAccount
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserProvAccount
+ - resource:
+ stream: UserProvAccountStaging
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserProvAccountStaging
+ - resource:
+ stream: UserProvMockTarget
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserProvMockTarget
+ - resource:
+ stream: UserProvisioningConfig
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserProvisioningConfig
+ - resource:
+ stream: UserProvisioningLog
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserProvisioningLog
+ - resource:
+ stream: UserProvisioningRequest
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserProvisioningRequest
+ - resource:
+ stream: UserProvisioningRequestShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/UserProvisioningRequestShare
+ - resource:
+ stream: UserRole
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/UserRole
+ - resource:
+ stream: UserSetupEntityAccess
+ syncMode: full_refresh
+ cursorField:
+ - Id
+ target: acmeCo/UserSetupEntityAccess
+ - resource:
+ stream: UserShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/UserShare
+ - resource:
+ stream: VerificationHistory
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/VerificationHistory
+ - resource:
+ stream: VisualforceAccessMetrics
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/VisualforceAccessMetrics
+ - resource:
+ stream: VoiceCall
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/VoiceCall
+ - resource:
+ stream: VoiceCallFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/VoiceCallFeed
+ - resource:
+ stream: VoiceCallRecording
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/VoiceCallRecording
+ - resource:
+ stream: VoiceCallShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/VoiceCallShare
+ - resource:
+ stream: VoiceVendorInfo
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/VoiceVendorInfo
+ - resource:
+ stream: WaveAutoInstallRequest
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WaveAutoInstallRequest
+ - resource:
+ stream: WaveCompatibilityCheckItem
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WaveCompatibilityCheckItem
+ - resource:
+ stream: WebCart
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WebCart
+ - resource:
+ stream: WebCartAdjustmentGroup
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WebCartAdjustmentGroup
+ - resource:
+ stream: WebCartHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WebCartHistory
+ - resource:
+ stream: WebCartShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/WebCartShare
+ - resource:
+ stream: WebLink
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WebLink
+ - resource:
+ stream: WebStore
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WebStore
+ - resource:
+ stream: WebStoreBuyerGroup
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WebStoreBuyerGroup
+ - resource:
+ stream: WebStoreCatalog
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WebStoreCatalog
+ - resource:
+ stream: WebStoreCatalogHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WebStoreCatalogHistory
+ - resource:
+ stream: WebStoreShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/WebStoreShare
+ - resource:
+ stream: WorkOrder
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkOrder
+ - resource:
+ stream: WorkOrderFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkOrderFeed
+ - resource:
+ stream: WorkOrderHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WorkOrderHistory
+ - resource:
+ stream: WorkOrderLineItem
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkOrderLineItem
+ - resource:
+ stream: WorkOrderLineItemFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkOrderLineItemFeed
+ - resource:
+ stream: WorkOrderLineItemHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WorkOrderLineItemHistory
+ - resource:
+ stream: WorkOrderLineItemStatus
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkOrderLineItemStatus
+ - resource:
+ stream: WorkOrderShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/WorkOrderShare
+ - resource:
+ stream: WorkOrderStatus
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkOrderStatus
+ - resource:
+ stream: WorkPlan
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkPlan
+ - resource:
+ stream: WorkPlanFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkPlanFeed
+ - resource:
+ stream: WorkPlanHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WorkPlanHistory
+ - resource:
+ stream: WorkPlanShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/WorkPlanShare
+ - resource:
+ stream: WorkPlanTemplate
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkPlanTemplate
+ - resource:
+ stream: WorkPlanTemplateEntry
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkPlanTemplateEntry
+ - resource:
+ stream: WorkPlanTemplateEntryFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkPlanTemplateEntryFeed
+ - resource:
+ stream: WorkPlanTemplateEntryHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WorkPlanTemplateEntryHistory
+ - resource:
+ stream: WorkPlanTemplateFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkPlanTemplateFeed
+ - resource:
+ stream: WorkPlanTemplateHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WorkPlanTemplateHistory
+ - resource:
+ stream: WorkPlanTemplateShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/WorkPlanTemplateShare
+ - resource:
+ stream: WorkStep
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkStep
+ - resource:
+ stream: WorkStepFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkStepFeed
+ - resource:
+ stream: WorkStepHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WorkStepHistory
+ - resource:
+ stream: WorkStepStatus
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkStepStatus
+ - resource:
+ stream: WorkStepTemplate
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkStepTemplate
+ - resource:
+ stream: WorkStepTemplateFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkStepTemplateFeed
+ - resource:
+ stream: WorkStepTemplateHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WorkStepTemplateHistory
+ - resource:
+ stream: WorkStepTemplateShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/WorkStepTemplateShare
+ - resource:
+ stream: WorkType
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkType
+ - resource:
+ stream: WorkTypeFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkTypeFeed
+ - resource:
+ stream: WorkTypeGroup
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkTypeGroup
+ - resource:
+ stream: WorkTypeGroupFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkTypeGroupFeed
+ - resource:
+ stream: WorkTypeGroupHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WorkTypeGroupHistory
+ - resource:
+ stream: WorkTypeGroupMember
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkTypeGroupMember
+ - resource:
+ stream: WorkTypeGroupMemberFeed
+ syncMode: incremental
+ cursorField:
+ - SystemModstamp
+ target: acmeCo/WorkTypeGroupMemberFeed
+ - resource:
+ stream: WorkTypeGroupMemberHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WorkTypeGroupMemberHistory
+ - resource:
+ stream: WorkTypeGroupShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/WorkTypeGroupShare
+ - resource:
+ stream: WorkTypeHistory
+ syncMode: incremental
+ cursorField:
+ - CreatedDate
+ target: acmeCo/WorkTypeHistory
+ - resource:
+ stream: WorkTypeShare
+ syncMode: incremental
+ cursorField:
+ - LastModifiedDate
+ target: acmeCo/WorkTypeShare
+ - resource:
+ stream: Describe
+ syncMode: full_refresh
+ cursorField:
+ - name
+ target: acmeCo/Describe
+ shards:
+ disable: true
diff --git a/source-salesforce/tests/__init__.py b/source-salesforce/tests/__init__.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/source-salesforce/tests/api_test.py b/source-salesforce/tests/api_test.py
new file mode 100644
index 0000000000..6359446705
--- /dev/null
+++ b/source-salesforce/tests/api_test.py
@@ -0,0 +1,663 @@
+#
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+#
+
+
+import csv
+import io
+import logging
+import re
+from datetime import datetime
+from unittest.mock import Mock
+
+import pytest
+import requests_mock
+from airbyte_cdk.models import AirbyteStream, ConfiguredAirbyteCatalog, ConfiguredAirbyteStream, DestinationSyncMode, SyncMode, Type
+from .conftest import encoding_symbols_parameters, generate_stream
+from requests.exceptions import HTTPError
+from source_salesforce.api import Salesforce
+from source_salesforce.source import SourceSalesforce
+from source_salesforce.streams import (
+ CSV_FIELD_SIZE_LIMIT,
+ BulkIncrementalSalesforceStream,
+ BulkSalesforceStream,
+ IncrementalRestSalesforceStream,
+ RestSalesforceStream,
+)
+
+
+def test_bulk_sync_creation_failed(stream_config, stream_api):
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+ with requests_mock.Mocker() as m:
+ m.register_uri("POST", stream.path(), status_code=400, json=[{"message": "test_error"}])
+ with pytest.raises(HTTPError) as err:
+ stream_slices = next(iter(stream.stream_slices(sync_mode=SyncMode.incremental)))
+ next(stream.read_records(sync_mode=SyncMode.full_refresh, stream_slice=stream_slices))
+ assert err.value.response.json()[0]["message"] == "test_error"
+
+
+def test_bulk_stream_fallback_to_rest(mocker, requests_mock, stream_config, stream_api):
+ """
+ Here we mock BULK API with response returning error, saying BULK is not supported for this kind of entity.
+ On the other hand, we mock REST API for this same entity with a successful response.
+ After having instantiated a BulkStream, sync should succeed in case it falls back to REST API. Otherwise it would throw an error.
+ """
+ stream = generate_stream("CustomEntity", stream_config, stream_api)
+ # mock a BULK API
+ requests_mock.register_uri(
+ "POST",
+ "https://fase-account.salesforce.com/services/data/v57.0/jobs/query",
+ status_code=400,
+ json=[{"errorCode": "INVALIDENTITY", "message": "CustomEntity is not supported by the Bulk API"}],
+ )
+ rest_stream_records = [
+ {"id": 1, "name": "custom entity", "created": "2010-11-11"},
+ {"id": 11, "name": "custom entity", "created": "2020-01-02"},
+ ]
+ # mock REST API
+ mocker.patch("source_salesforce.source.RestSalesforceStream.read_records", lambda *args, **kwargs: iter(rest_stream_records))
+ assert type(stream) is BulkIncrementalSalesforceStream
+ stream_slices = next(iter(stream.stream_slices(sync_mode=SyncMode.incremental)))
+ assert list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_slice=stream_slices)) == rest_stream_records
+
+
+def test_stream_unsupported_by_bulk(stream_config, stream_api, caplog):
+ """
+ Stream `AcceptedEventRelation` is not supported by BULK API, so that REST API stream will be used for it.
+ """
+ stream_name = "AcceptedEventRelation"
+ stream = generate_stream(stream_name, stream_config, stream_api)
+ assert not isinstance(stream, BulkSalesforceStream)
+
+
+def test_stream_contains_unsupported_properties_by_bulk(stream_config, stream_api_v2):
+ """
+ Stream `Account` contains compound field such as BillingAddress, which is not supported by BULK API (csv),
+ in that case REST API stream will be used for it.
+ """
+ stream_name = "Account"
+ stream = generate_stream(stream_name, stream_config, stream_api_v2)
+ assert not isinstance(stream, BulkSalesforceStream)
+
+
+@pytest.mark.parametrize("item_number", [0, 15, 2000, 2324, 3000])
+def test_bulk_sync_pagination(item_number, stream_config, stream_api):
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+ test_ids = [i for i in range(1, item_number)]
+ pages = [test_ids[i : i + stream.page_size] for i in range(0, len(test_ids), stream.page_size)]
+ if not pages:
+ pages = [[]]
+ with requests_mock.Mocker() as m:
+ creation_responses = []
+
+ for page in range(len(pages)):
+ job_id = f"fake_job_{page}"
+ creation_responses.append({"json": {"id": job_id}})
+ m.register_uri("GET", stream.path() + f"/{job_id}", json={"state": "JobComplete"})
+ resp = ["Field1,LastModifiedDate,ID"] + [f"test,2021-11-16,{i}" for i in pages[page]]
+ m.register_uri("GET", stream.path() + f"/{job_id}/results", text="\n".join(resp))
+ m.register_uri("DELETE", stream.path() + f"/{job_id}")
+ m.register_uri("POST", stream.path(), creation_responses)
+
+ stream_slices = next(iter(stream.stream_slices(sync_mode=SyncMode.incremental)))
+ loaded_ids = [int(record["ID"]) for record in stream.read_records(sync_mode=SyncMode.full_refresh, stream_slice=stream_slices)]
+ assert not set(test_ids).symmetric_difference(set(loaded_ids))
+ post_request_count = len([r for r in m.request_history if r.method == "POST"])
+ assert post_request_count == len(pages)
+
+
+def _prepare_mock(m, stream):
+ job_id = "fake_job_1"
+ m.register_uri("POST", stream.path(), json={"id": job_id})
+ m.register_uri("DELETE", stream.path() + f"/{job_id}")
+ m.register_uri("GET", stream.path() + f"/{job_id}/results", text="Field1,LastModifiedDate,ID\ntest,2021-11-16,1")
+ m.register_uri("PATCH", stream.path() + f"/{job_id}", text="")
+ return job_id
+
+
+def _get_result_id(stream):
+ stream_slices = next(iter(stream.stream_slices(sync_mode=SyncMode.incremental)))
+ return int(list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_slice=stream_slices))[0]["ID"])
+
+
+def test_bulk_sync_successful(stream_config, stream_api):
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+ with requests_mock.Mocker() as m:
+ job_id = _prepare_mock(m, stream)
+ m.register_uri("GET", stream.path() + f"/{job_id}", [{"json": {"state": "JobComplete"}}])
+ assert _get_result_id(stream) == 1
+
+
+def test_bulk_sync_successful_long_response(stream_config, stream_api):
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+ with requests_mock.Mocker() as m:
+ job_id = _prepare_mock(m, stream)
+ m.register_uri(
+ "GET",
+ stream.path() + f"/{job_id}",
+ [
+ {"json": {"state": "UploadComplete", "id": job_id}},
+ {"json": {"state": "InProgress", "id": job_id}},
+ {"json": {"state": "JobComplete", "id": job_id}},
+ ],
+ )
+ assert _get_result_id(stream) == 1
+
+
+# maximum timeout is wait_timeout * max_retry_attempt
+# this test tries to check a job state 17 times with +-1second for very one
+@pytest.mark.timeout(17)
+def test_bulk_sync_successful_retry(stream_config, stream_api):
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+ stream.DEFAULT_WAIT_TIMEOUT_SECONDS = 6 # maximum wait timeout will be 6 seconds
+
+ with requests_mock.Mocker() as m:
+ job_id = _prepare_mock(m, stream)
+ # 2 failed attempts, 3rd one should be successful
+ states = [{"json": {"state": "InProgress", "id": job_id}}] * 17
+ states.append({"json": {"state": "JobComplete", "id": job_id}})
+ # raise Exception(states)
+ m.register_uri("GET", stream.path() + f"/{job_id}", states)
+ assert _get_result_id(stream) == 1
+
+
+@pytest.mark.timeout(30)
+def test_bulk_sync_failed_retry(stream_config, stream_api):
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+ stream.DEFAULT_WAIT_TIMEOUT_SECONDS = 6 # maximum wait timeout will be 6 seconds
+ with requests_mock.Mocker() as m:
+ job_id = _prepare_mock(m, stream)
+ m.register_uri("GET", stream.path() + f"/{job_id}", json={"state": "InProgress", "id": job_id})
+ with pytest.raises(Exception) as err:
+ stream_slices = next(iter(stream.stream_slices(sync_mode=SyncMode.incremental)))
+ next(stream.read_records(sync_mode=SyncMode.full_refresh, stream_slice=stream_slices))
+ assert "stream using BULK API was failed" in str(err.value)
+
+
+@pytest.mark.parametrize(
+ "start_date_provided,stream_name,expected_start_date",
+ [
+ (True, "Account", "2010-01-18T21:18:20Z"),
+ (False, "Account", None),
+ (True, "ActiveFeatureLicenseMetric", "2010-01-18T21:18:20Z"),
+ (False, "ActiveFeatureLicenseMetric", None),
+ ],
+)
+def test_stream_start_date(
+ start_date_provided,
+ stream_name,
+ expected_start_date,
+ stream_config,
+ stream_api,
+ stream_config_without_start_date,
+):
+ if start_date_provided:
+ stream = generate_stream(stream_name, stream_config, stream_api)
+ assert stream.start_date == expected_start_date
+ else:
+ stream = generate_stream(stream_name, stream_config_without_start_date, stream_api)
+ assert datetime.strptime(stream.start_date, "%Y-%m-%dT%H:%M:%SZ").year == datetime.now().year - 2
+
+
+def test_stream_start_date_should_be_converted_to_datetime_format(stream_config_date_format, stream_api):
+ stream: IncrementalRestSalesforceStream = generate_stream("ActiveFeatureLicenseMetric", stream_config_date_format, stream_api)
+ assert stream.start_date == "2010-01-18T00:00:00Z"
+
+
+def test_stream_start_datetime_format_should_not_changed(stream_config, stream_api):
+ stream: IncrementalRestSalesforceStream = generate_stream("ActiveFeatureLicenseMetric", stream_config, stream_api)
+ assert stream.start_date == "2010-01-18T21:18:20Z"
+
+
+def test_download_data_filter_null_bytes(stream_config, stream_api):
+ job_full_url: str = "https://fase-account.salesforce.com/services/data/v57.0/jobs/query/7504W00000bkgnpQAA"
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+
+ with requests_mock.Mocker() as m:
+ m.register_uri("GET", f"{job_full_url}/results", content=b"\x00")
+ res = list(stream.read_with_chunks(*stream.download_data(url=job_full_url)))
+ assert res == []
+
+ m.register_uri("GET", f"{job_full_url}/results", content=b'"Id","IsDeleted"\n\x00"0014W000027f6UwQAI","false"\n\x00\x00')
+ res = list(stream.read_with_chunks(*stream.download_data(url=job_full_url)))
+ assert res == [{"Id": "0014W000027f6UwQAI", "IsDeleted": "false"}]
+
+
+def test_read_with_chunks_should_return_only_object_data_type(stream_config, stream_api):
+ job_full_url: str = "https://fase-account.salesforce.com/services/data/v57.0/jobs/query/7504W00000bkgnpQAA"
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+
+ with requests_mock.Mocker() as m:
+ m.register_uri("GET", f"{job_full_url}/results", content=b'"IsDeleted","Age"\n"false",24\n')
+ res = list(stream.read_with_chunks(*stream.download_data(url=job_full_url)))
+ assert res == [{"IsDeleted": "false", "Age": "24"}]
+
+
+def test_read_with_chunks_should_return_a_string_when_a_string_with_only_digits_is_provided(stream_config, stream_api):
+ job_full_url: str = "https://fase-account.salesforce.com/services/data/v57.0/jobs/query/7504W00000bkgnpQAA"
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+
+ with requests_mock.Mocker() as m:
+ m.register_uri("GET", f"{job_full_url}/results", content=b'"ZipCode"\n"01234"\n')
+ res = list(stream.read_with_chunks(*stream.download_data(url=job_full_url)))
+ assert res == [{"ZipCode": "01234"}]
+
+
+def test_read_with_chunks_should_return_null_value_when_no_data_is_provided(stream_config, stream_api):
+ job_full_url: str = "https://fase-account.salesforce.com/services/data/v57.0/jobs/query/7504W00000bkgnpQAA"
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+
+ with requests_mock.Mocker() as m:
+ m.register_uri("GET", f"{job_full_url}/results", content=b'"IsDeleted","Age","Name"\n"false",,"Airbyte"\n')
+ res = list(stream.read_with_chunks(*stream.download_data(url=job_full_url)))
+ assert res == [{"IsDeleted": "false", "Age": None, "Name": "Airbyte"}]
+
+
+@pytest.mark.parametrize(
+ "chunk_size, content_type, content, expected_result",
+ encoding_symbols_parameters(),
+ ids=[f"charset: {x[1]}, chunk_size: {x[0]}" for x in encoding_symbols_parameters()],
+)
+def test_encoding_symbols(stream_config, stream_api, chunk_size, content_type, content, expected_result):
+ job_full_url: str = "https://fase-account.salesforce.com/services/data/v57.0/jobs/query/7504W00000bkgnpQAA"
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+
+ with requests_mock.Mocker() as m:
+ m.register_uri("GET", f"{job_full_url}/results", headers={"Content-Type": f"text/html; charset={content_type}"}, content=content)
+ res = list(stream.read_with_chunks(*stream.download_data(url=job_full_url, chunk_size=chunk_size)))
+ assert res == expected_result
+
+
+@pytest.mark.parametrize(
+ "login_status_code, login_json_resp, discovery_status_code, discovery_resp_json, expected_error_msg",
+ (
+ (403, [{"errorCode": "REQUEST_LIMIT_EXCEEDED", "message": "TotalRequests Limit exceeded."}], 200, {}, "API Call limit is exceeded"),
+ (
+ 200,
+ {"access_token": "access_token", "instance_url": "https://instance_url"},
+ 403,
+ [{"errorCode": "FORBIDDEN", "message": "You do not have enough permissions"}],
+ 'An error occurred: [{"errorCode": "FORBIDDEN", "message": "You do not have enough permissions"}]',
+ ),
+ ),
+)
+def test_check_connection_rate_limit(
+ stream_config, login_status_code, login_json_resp, discovery_status_code, discovery_resp_json, expected_error_msg
+):
+ source = SourceSalesforce()
+ logger = logging.getLogger("airbyte")
+
+ with requests_mock.Mocker() as m:
+ m.register_uri("POST", "https://login.salesforce.com/services/oauth2/token", json=login_json_resp, status_code=login_status_code)
+ m.register_uri(
+ "GET", "https://instance_url/services/data/v57.0/sobjects", json=discovery_resp_json, status_code=discovery_status_code
+ )
+ result, msg = source.check_connection(logger, stream_config)
+ assert result is False
+ assert msg == expected_error_msg
+
+
+def configure_request_params_mock(stream_1, stream_2):
+ stream_1.request_params = Mock()
+ stream_1.request_params.return_value = {"q": "query"}
+
+ stream_2.request_params = Mock()
+ stream_2.request_params.return_value = {"q": "query"}
+
+
+def test_rate_limit_bulk(stream_config, stream_api, bulk_catalog, state):
+ """
+ Connector should stop the sync if one stream reached rate limit
+ stream_1, stream_2, stream_3, ...
+ While reading `stream_1` if 403 (Rate Limit) is received, it should finish that stream with success and stop the sync process.
+ Next streams should not be executed.
+ """
+ stream_1: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+ stream_2: BulkIncrementalSalesforceStream = generate_stream("Asset", stream_config, stream_api)
+ streams = [stream_1, stream_2]
+ configure_request_params_mock(stream_1, stream_2)
+
+ stream_1.page_size = 6
+ stream_1.state_checkpoint_interval = 5
+
+ source = SourceSalesforce()
+ source.streams = Mock()
+ source.streams.return_value = streams
+ logger = logging.getLogger("airbyte")
+
+ json_response = [{"errorCode": "REQUEST_LIMIT_EXCEEDED", "message": "TotalRequests Limit exceeded."}]
+ with requests_mock.Mocker() as m:
+ for stream in streams:
+ creation_responses = []
+ for page in [1, 2]:
+ job_id = f"fake_job_{page}_{stream.name}"
+ creation_responses.append({"json": {"id": job_id}})
+
+ m.register_uri("GET", stream.path() + f"/{job_id}", json={"state": "JobComplete"})
+
+ resp = ["Field1,LastModifiedDate,Id"] + [f"test,2021-11-0{i},{i}" for i in range(1, 7)] # 6 records per page
+
+ if page == 1:
+ # Read the first page successfully
+ m.register_uri("GET", stream.path() + f"/{job_id}/results", text="\n".join(resp))
+ else:
+ # Requesting for results when reading second page should fail with 403 (Rate Limit error)
+ m.register_uri("GET", stream.path() + f"/{job_id}/results", status_code=403, json=json_response)
+
+ m.register_uri("DELETE", stream.path() + f"/{job_id}")
+
+ m.register_uri("POST", stream.path(), creation_responses)
+
+ result = [i for i in source.read(logger=logger, config=stream_config, catalog=bulk_catalog, state=state)]
+ assert stream_1.request_params.called
+ assert (
+ not stream_2.request_params.called
+ ), "The second stream should not be executed, because the first stream finished with Rate Limit."
+
+ records = [item for item in result if item.type == Type.RECORD]
+ assert len(records) == 6 # stream page size: 6
+
+ state_record = [item for item in result if item.type == Type.STATE][0]
+ assert state_record.state.data["Account"]["LastModifiedDate"] == "2021-11-05" # state checkpoint interval is 5.
+
+
+def test_rate_limit_rest(stream_config, stream_api, rest_catalog, state):
+ """
+ Connector should stop the sync if one stream reached rate limit
+ stream_1, stream_2, stream_3, ...
+ While reading `stream_1` if 403 (Rate Limit) is received, it should finish that stream with success and stop the sync process.
+ Next streams should not be executed.
+ """
+
+ stream_1: IncrementalRestSalesforceStream = generate_stream("KnowledgeArticle", stream_config, stream_api)
+ stream_2: IncrementalRestSalesforceStream = generate_stream("AcceptedEventRelation", stream_config, stream_api)
+
+ stream_1.state_checkpoint_interval = 3
+ configure_request_params_mock(stream_1, stream_2)
+
+ source = SourceSalesforce()
+ source.streams = Mock()
+ source.streams.return_value = [stream_1, stream_2]
+
+ logger = logging.getLogger("airbyte")
+
+ next_page_url = "/services/data/v57.0/query/012345"
+ response_1 = {
+ "done": False,
+ "totalSize": 10,
+ "nextRecordsUrl": next_page_url,
+ "records": [
+ {
+ "ID": 1,
+ "LastModifiedDate": "2021-11-15",
+ },
+ {
+ "ID": 2,
+ "LastModifiedDate": "2021-11-16",
+ },
+ {
+ "ID": 3,
+ "LastModifiedDate": "2021-11-17", # check point interval
+ },
+ {
+ "ID": 4,
+ "LastModifiedDate": "2021-11-18",
+ },
+ {
+ "ID": 5,
+ "LastModifiedDate": "2021-11-19",
+ },
+ ],
+ }
+ response_2 = [{"errorCode": "REQUEST_LIMIT_EXCEEDED", "message": "TotalRequests Limit exceeded."}]
+
+ with requests_mock.Mocker() as m:
+ m.register_uri("GET", stream_1.path(), json=response_1, status_code=200)
+ m.register_uri("GET", next_page_url, json=response_2, status_code=403)
+
+ result = [i for i in source.read(logger=logger, config=stream_config, catalog=rest_catalog, state=state)]
+
+ assert stream_1.request_params.called
+ assert (
+ not stream_2.request_params.called
+ ), "The second stream should not be executed, because the first stream finished with Rate Limit."
+
+ records = [item for item in result if item.type == Type.RECORD]
+ assert len(records) == 5
+
+ state_record = [item for item in result if item.type == Type.STATE][0]
+ assert state_record.state.data["KnowledgeArticle"]["LastModifiedDate"] == "2021-11-17"
+
+
+def test_pagination_rest(stream_config, stream_api):
+ stream_name = "AcceptedEventRelation"
+ stream: RestSalesforceStream = generate_stream(stream_name, stream_config, stream_api)
+ stream.DEFAULT_WAIT_TIMEOUT_SECONDS = 6 # maximum wait timeout will be 6 seconds
+ next_page_url = "/services/data/v57.0/query/012345"
+ with requests_mock.Mocker() as m:
+ resp_1 = {
+ "done": False,
+ "totalSize": 4,
+ "nextRecordsUrl": next_page_url,
+ "records": [
+ {
+ "ID": 1,
+ "LastModifiedDate": "2021-11-15",
+ },
+ {
+ "ID": 2,
+ "LastModifiedDate": "2021-11-16",
+ },
+ ],
+ }
+ resp_2 = {
+ "done": True,
+ "totalSize": 4,
+ "records": [
+ {
+ "ID": 3,
+ "LastModifiedDate": "2021-11-17",
+ },
+ {
+ "ID": 4,
+ "LastModifiedDate": "2021-11-18",
+ },
+ ],
+ }
+
+ m.register_uri("GET", stream.path(), json=resp_1)
+ m.register_uri("GET", next_page_url, json=resp_2)
+
+ records = [record for record in stream.read_records(sync_mode=SyncMode.full_refresh)]
+ assert len(records) == 4
+
+
+def test_csv_reader_dialect_unix():
+ stream: BulkSalesforceStream = BulkSalesforceStream(stream_name=None, sf_api=None, pk=None)
+ url = "https://fake-account.salesforce.com/services/data/v57.0/jobs/query/7504W00000bkgnpQAA"
+
+ data = [
+ {"Id": "1", "Name": '"first_name" "last_name"'},
+ {"Id": "2", "Name": "'" + 'first_name"\n' + "'" + 'last_name\n"'},
+ {"Id": "3", "Name": "first_name last_name"},
+ ]
+
+ with io.StringIO("", newline="") as csvfile:
+ writer = csv.DictWriter(csvfile, fieldnames=["Id", "Name"], dialect="unix")
+ writer.writeheader()
+ for line in data:
+ writer.writerow(line)
+ text = csvfile.getvalue()
+
+ with requests_mock.Mocker() as m:
+ m.register_uri("GET", url + "/results", text=text)
+ result = [i for i in stream.read_with_chunks(*stream.download_data(url))]
+ assert result == data
+
+
+@pytest.mark.parametrize(
+ "stream_names,catalog_stream_names,",
+ (
+ (
+ ["stream_1", "stream_2", "Describe"],
+ None,
+ ),
+ (
+ ["stream_1", "stream_2"],
+ ["stream_1", "stream_2", "Describe"],
+ ),
+ (
+ ["stream_1", "stream_2", "stream_3", "Describe"],
+ ["stream_1", "Describe"],
+ ),
+ ),
+)
+def test_forwarding_sobject_options(stream_config, stream_names, catalog_stream_names) -> None:
+ sobjects_matcher = re.compile("/sobjects$")
+ token_matcher = re.compile("/token$")
+ describe_matcher = re.compile("/describe$")
+ catalog = None
+ if catalog_stream_names:
+ catalog = ConfiguredAirbyteCatalog(
+ streams=[
+ ConfiguredAirbyteStream(
+ stream=AirbyteStream(
+ name=catalog_stream_name, supported_sync_modes=[SyncMode.full_refresh], json_schema={"type": "object"}
+ ),
+ sync_mode=SyncMode.full_refresh,
+ destination_sync_mode=DestinationSyncMode.overwrite,
+ )
+ for catalog_stream_name in catalog_stream_names
+ ]
+ )
+ with requests_mock.Mocker() as m:
+ m.register_uri("POST", token_matcher, json={"instance_url": "https://fake-url.com", "access_token": "fake-token"})
+ m.register_uri(
+ "GET",
+ describe_matcher,
+ json={
+ "fields": [
+ {
+ "name": "field",
+ "type": "string",
+ }
+ ]
+ },
+ )
+ m.register_uri(
+ "GET",
+ sobjects_matcher,
+ json={
+ "sobjects": [
+ {
+ "name": stream_name,
+ "flag1": True,
+ "queryable": True,
+ }
+ for stream_name in stream_names
+ if stream_name != "Describe"
+ ],
+ },
+ )
+ source = SourceSalesforce()
+ source.catalog = catalog
+ streams = source.streams(config=stream_config)
+ expected_names = catalog_stream_names if catalog else stream_names
+ assert not set(expected_names).symmetric_difference(set(stream.name for stream in streams)), "doesn't match excepted streams"
+
+ for stream in streams:
+ if stream.name != "Describe":
+ assert stream.sobject_options == {"flag1": True, "queryable": True}
+ return
+
+
+def test_csv_field_size_limit():
+ DEFAULT_CSV_FIELD_SIZE_LIMIT = 1024 * 128
+
+ field_size = 1024 * 1024
+ text = '"Id","Name"\n"1","' + field_size * "a" + '"\n'
+
+ csv.field_size_limit(DEFAULT_CSV_FIELD_SIZE_LIMIT)
+ reader = csv.reader(io.StringIO(text))
+ with pytest.raises(csv.Error):
+ for _ in reader:
+ pass
+
+ csv.field_size_limit(CSV_FIELD_SIZE_LIMIT)
+ reader = csv.reader(io.StringIO(text))
+ for _ in reader:
+ pass
+
+
+def test_convert_to_standard_instance(stream_config, stream_api):
+ bulk_stream = generate_stream("Account", stream_config, stream_api)
+ rest_stream = bulk_stream.get_standard_instance()
+ assert isinstance(rest_stream, IncrementalRestSalesforceStream)
+
+
+def test_rest_stream_init_with_too_many_properties(stream_config, stream_api_v2_too_many_properties):
+ with pytest.raises(AssertionError):
+ # v2 means the stream is going to be a REST stream.
+ # A missing primary key is not allowed
+ generate_stream("Account", stream_config, stream_api_v2_too_many_properties)
+
+
+def test_too_many_properties(stream_config, stream_api_v2_pk_too_many_properties, requests_mock):
+ stream = generate_stream("Account", stream_config, stream_api_v2_pk_too_many_properties)
+ chunks = list(stream.chunk_properties())
+ for chunk in chunks:
+ assert stream.primary_key in chunk
+ chunks_len = len(chunks)
+ assert stream.too_many_properties
+ assert stream.primary_key
+ assert type(stream) == RestSalesforceStream
+ url = next_page_url = "https://fase-account.salesforce.com/services/data/v57.0/queryAll"
+ requests_mock.get(
+ url,
+ [
+ {
+ "json": {
+ "records": [
+ {"Id": 1, "propertyA": "A"},
+ {"Id": 2, "propertyA": "A"},
+ {"Id": 3, "propertyA": "A"},
+ {"Id": 4, "propertyA": "A"},
+ ]
+ }
+ },
+ {"json": {"nextRecordsUrl": next_page_url, "records": [{"Id": 1, "propertyB": "B"}, {"Id": 2, "propertyB": "B"}]}},
+ # 2 for 2 chunks above
+ *[{"json": {"records": [{"Id": 1}, {"Id": 2}], "nextRecordsUrl": next_page_url}} for _ in range(chunks_len - 2)],
+ {"json": {"records": [{"Id": 3, "propertyB": "B"}, {"Id": 4, "propertyB": "B"}]}},
+ # 2 for 1 chunk above and 1 chunk had no next page
+ *[{"json": {"records": [{"Id": 3}, {"Id": 4}]}} for _ in range(chunks_len - 2)],
+ ],
+ )
+ records = list(stream.read_records(sync_mode=SyncMode.full_refresh))
+ assert records == [
+ {"Id": 1, "propertyA": "A", "propertyB": "B"},
+ {"Id": 2, "propertyA": "A", "propertyB": "B"},
+ {"Id": 3, "propertyA": "A", "propertyB": "B"},
+ {"Id": 4, "propertyA": "A", "propertyB": "B"},
+ ]
+ for call in requests_mock.request_history:
+ assert len(call.url) < Salesforce.REQUEST_SIZE_LIMITS
+
+
+def test_stream_with_no_records_in_response(stream_config, stream_api_v2_pk_too_many_properties, requests_mock):
+ stream = generate_stream("Account", stream_config, stream_api_v2_pk_too_many_properties)
+ chunks = list(stream.chunk_properties())
+ for chunk in chunks:
+ assert stream.primary_key in chunk
+ assert stream.too_many_properties
+ assert stream.primary_key
+ assert type(stream) == RestSalesforceStream
+ url = "https://fase-account.salesforce.com/services/data/v57.0/queryAll"
+ requests_mock.get(
+ url,
+ [
+ {"json": {"records": []}},
+ ],
+ )
+ records = list(stream.read_records(sync_mode=SyncMode.full_refresh))
+ assert records == []
diff --git a/source-salesforce/tests/bulk_catalog.json b/source-salesforce/tests/bulk_catalog.json
new file mode 100644
index 0000000000..647831c8b8
--- /dev/null
+++ b/source-salesforce/tests/bulk_catalog.json
@@ -0,0 +1,28 @@
+{
+ "streams": [
+ {
+ "stream": {
+ "name": "Account",
+ "json_schema": {},
+ "supported_sync_modes": ["full_refresh", "incremental"],
+ "source_defined_cursor": true,
+ "default_cursor_field": ["LastModifiedDate"],
+ "source_defined_primary_key": [["Id"]]
+ },
+ "sync_mode": "incremental",
+ "destination_sync_mode": "append"
+ },
+ {
+ "stream": {
+ "name": "Asset",
+ "json_schema": {},
+ "supported_sync_modes": ["full_refresh", "incremental"],
+ "source_defined_cursor": true,
+ "default_cursor_field": ["SystemModstamp"],
+ "source_defined_primary_key": [["Id"]]
+ },
+ "sync_mode": "incremental",
+ "destination_sync_mode": "append"
+ }
+ ]
+}
diff --git a/source-salesforce/tests/conftest.py b/source-salesforce/tests/conftest.py
new file mode 100644
index 0000000000..ba56eb38e2
--- /dev/null
+++ b/source-salesforce/tests/conftest.py
@@ -0,0 +1,147 @@
+#
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+#
+
+import json
+from unittest.mock import Mock
+
+import pytest
+from airbyte_cdk.models import ConfiguredAirbyteCatalog
+from source_salesforce.api import Salesforce
+from source_salesforce.source import SourceSalesforce
+
+
+@pytest.fixture(autouse=True)
+def time_sleep_mock(mocker):
+ time_mock = mocker.patch("time.sleep", lambda x: None)
+ yield time_mock
+
+
+@pytest.fixture(scope="module")
+def bulk_catalog():
+ with open("source-salesforce/tests/bulk_catalog.json") as f:
+ data = json.loads(f.read())
+ return ConfiguredAirbyteCatalog.parse_obj(data)
+
+
+@pytest.fixture(scope="module")
+def rest_catalog():
+ with open("source-salesforce/tests/rest_catalog.json") as f:
+ data = json.loads(f.read())
+ return ConfiguredAirbyteCatalog.parse_obj(data)
+
+
+@pytest.fixture(scope="module")
+def state():
+ state = {"Account": {"LastModifiedDate": "2021-10-01T21:18:20.000Z"}, "Asset": {"SystemModstamp": "2021-10-02T05:08:29.000Z"}}
+ return state
+
+
+@pytest.fixture(scope="module")
+def stream_config():
+ """Generates streams settings for BULK logic"""
+ return {
+ "credentials": {
+ "client_id": "fake_client_id",
+ "client_secret": "fake_client_secret",
+ "refresh_token": "fake_refresh_token",},
+ "start_date": "2010-01-18T21:18:20Z",
+ "is_sandbox": False,
+ "wait_timeout": 15,
+
+ }
+
+
+@pytest.fixture(scope="module")
+def stream_config_date_format():
+ """Generates streams settings with `start_date` in format YYYY-MM-DD"""
+ return {
+ "credentials": {
+ "client_id": "fake_client_id",
+ "client_secret": "fake_client_secret",
+ "refresh_token": "fake_refresh_token",
+ },
+ "start_date": "2010-01-18",
+ "is_sandbox": False,
+ "wait_timeout": 15,
+ }
+
+
+@pytest.fixture(scope="module")
+def stream_config_without_start_date():
+ """Generates streams settings for REST logic without start_date"""
+ return {
+ "credentials": {
+ "client_id": "fake_client_id",
+ "client_secret": "fake_client_secret",
+ "refresh_token": "fake_refresh_token",
+ },
+ "is_sandbox": False,
+ "wait_timeout": 15,
+ }
+
+
+def _stream_api(stream_config, describe_response_data=None):
+ sf_object = Salesforce(**stream_config)
+ sf_object.login = Mock()
+ sf_object.access_token = Mock()
+ sf_object.instance_url = "https://fase-account.salesforce.com"
+
+ response_data = {"fields": [{"name": "LastModifiedDate", "type": "string"}, {"name": "Id", "type": "string"}]}
+ if describe_response_data:
+ response_data = describe_response_data
+ sf_object.describe = Mock(return_value=response_data)
+ return sf_object
+
+
+@pytest.fixture(scope="module")
+def stream_api(stream_config):
+ return _stream_api(stream_config)
+
+
+@pytest.fixture(scope="module")
+def stream_api_v2(stream_config):
+ describe_response_data = {"fields": [{"name": "LastModifiedDate", "type": "string"}, {"name": "BillingAddress", "type": "address"}]}
+ return _stream_api(stream_config, describe_response_data=describe_response_data)
+
+
+@pytest.fixture(scope="module")
+def stream_api_pk(stream_config):
+ describe_response_data = {"fields": [{"name": "LastModifiedDate", "type": "string"}, {"name": "Id", "type": "string"}]}
+ return _stream_api(stream_config, describe_response_data=describe_response_data)
+
+
+@pytest.fixture(scope="module")
+def stream_api_v2_too_many_properties(stream_config):
+ describe_response_data = {
+ "fields": [{"name": f"Property{str(i)}", "type": "string"} for i in range(Salesforce.REQUEST_SIZE_LIMITS)]
+ }
+ describe_response_data["fields"].extend([{"name": "BillingAddress", "type": "address"}])
+ return _stream_api(stream_config, describe_response_data=describe_response_data)
+
+
+@pytest.fixture(scope="module")
+def stream_api_v2_pk_too_many_properties(stream_config):
+ describe_response_data = {
+ "fields": [{"name": f"Property{str(i)}", "type": "string"} for i in range(Salesforce.REQUEST_SIZE_LIMITS)]
+ }
+ describe_response_data["fields"].extend([
+ {"name": "BillingAddress", "type": "address"}, {"name": "Id", "type": "string"}
+ ])
+ return _stream_api(stream_config, describe_response_data=describe_response_data)
+
+
+def generate_stream(stream_name, stream_config, stream_api):
+ return SourceSalesforce.generate_streams(stream_config, {stream_name: None}, stream_api)[0]
+
+
+def encoding_symbols_parameters():
+ return [(x, "ISO-8859-1", b'"\xc4"\n,"4"\n\x00,"\xca \xfc"', [{"Ä": "4"}, {"Ä": "Ê ü"}]) for x in range(1, 11)] + [
+ (
+ x,
+ "utf-8",
+ b'"\xd5\x80"\n "\xd5\xaf","\xd5\xaf"\n\x00,"\xe3\x82\x82 \xe3\x83\xa4 \xe3\x83\xa4 \xf0\x9d\x9c\xb5"',
+ [{"Հ": "կ"}, {"Հ": "も ヤ ヤ 𝜵"}],
+ )
+ for x in range(1, 11)
+ ]
diff --git a/source-salesforce/tests/discovery_test.py b/source-salesforce/tests/discovery_test.py
new file mode 100644
index 0000000000..f0151e97b0
--- /dev/null
+++ b/source-salesforce/tests/discovery_test.py
@@ -0,0 +1,98 @@
+#
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+#
+
+from unittest.mock import Mock
+
+import pytest
+from source_salesforce.api import DATE_TYPES, LOOSE_TYPES, NUMBER_TYPES, STRING_TYPES, Salesforce
+from source_salesforce.exceptions import TypeSalesforceException
+
+
+@pytest.mark.parametrize(
+ "streams_criteria,predicted_filtered_streams",
+ [
+ ([{"criteria": "exacts", "value": "Account"}], ["Account"]),
+ (
+ [{"criteria": "not exacts", "value": "CustomStreamHistory"}],
+ ["Account", "AIApplications", "Leads", "LeadHistory", "Orders", "OrderHistory", "CustomStream"],
+ ),
+ ([{"criteria": "starts with", "value": "lead"}], ["Leads", "LeadHistory"]),
+ (
+ [{"criteria": "starts not with", "value": "custom"}],
+ ["Account", "AIApplications", "Leads", "LeadHistory", "Orders", "OrderHistory"],
+ ),
+ ([{"criteria": "ends with", "value": "story"}], ["LeadHistory", "OrderHistory", "CustomStreamHistory"]),
+ ([{"criteria": "ends not with", "value": "s"}], ["Account", "LeadHistory", "OrderHistory", "CustomStream", "CustomStreamHistory"]),
+ ([{"criteria": "contains", "value": "applicat"}], ["AIApplications"]),
+ ([{"criteria": "contains", "value": "hist"}], ["LeadHistory", "OrderHistory", "CustomStreamHistory"]),
+ (
+ [{"criteria": "not contains", "value": "stream"}],
+ ["Account", "AIApplications", "Leads", "LeadHistory", "Orders", "OrderHistory"],
+ ),
+ (
+ [{"criteria": "not contains", "value": "Account"}],
+ ["AIApplications", "Leads", "LeadHistory", "Orders", "OrderHistory", "CustomStream", "CustomStreamHistory"],
+ ),
+ ],
+)
+def test_discover_with_streams_criteria_param(streams_criteria, predicted_filtered_streams, stream_config):
+ updated_config = {**stream_config, **{"streams_criteria": streams_criteria}}
+ sf_object = Salesforce(**stream_config)
+ sf_object.login = Mock()
+ sf_object.access_token = Mock()
+ sf_object.instance_url = "https://fase-account.salesforce.com"
+ sf_object.describe = Mock(
+ return_value={
+ "sobjects": [
+ {"name": "Account", "queryable": True},
+ {"name": "AIApplications", "queryable": True},
+ {"name": "Leads", "queryable": True},
+ {"name": "LeadHistory", "queryable": True},
+ {"name": "Orders", "queryable": True},
+ {"name": "OrderHistory", "queryable": True},
+ {"name": "CustomStream", "queryable": True},
+ {"name": "CustomStreamHistory", "queryable": True},
+ ]
+ }
+ )
+ filtered_streams = sf_object.get_validated_streams(config=updated_config)
+ assert sorted(filtered_streams.keys()) == sorted(predicted_filtered_streams)
+
+
+def test_discovery_filter(stream_config):
+ sf_object = Salesforce(**stream_config)
+ sf_object.login = Mock()
+ sf_object.access_token = Mock()
+ sf_object.instance_url = "https://fase-account.salesforce.com"
+ sf_object.describe = Mock(
+ return_value={
+ "sobjects": [
+ {"name": "Account", "queryable": True},
+ {"name": "ActivityMetric", "queryable": True},
+ {"name": "ActivityMetricRollup", "queryable": True},
+ {"name": "Leads", "queryable": False},
+ ]
+ }
+ )
+ filtered_streams = sf_object.get_validated_streams(config=stream_config)
+ assert list(filtered_streams.keys()) == ["Account"]
+
+
+@pytest.mark.parametrize(
+ "sf_types,json_type,with_raise",
+ (
+ (STRING_TYPES, "string", False),
+ (NUMBER_TYPES, "number", False),
+ (DATE_TYPES, "string", False),
+ (LOOSE_TYPES, "string", False),
+ (["fake_type"], None, True),
+ ),
+)
+def test_convert_sf_types(sf_types, json_type, with_raise):
+ for sf_type in sf_types:
+ if with_raise:
+ with pytest.raises(TypeSalesforceException):
+ Salesforce.field_to_property_schema({"type": sf_type})
+ else:
+ assert json_type in Salesforce.field_to_property_schema({"type": sf_type})["type"]
diff --git a/source-salesforce/tests/rest_catalog.json b/source-salesforce/tests/rest_catalog.json
new file mode 100644
index 0000000000..25e05ac7f8
--- /dev/null
+++ b/source-salesforce/tests/rest_catalog.json
@@ -0,0 +1,28 @@
+{
+ "streams": [
+ {
+ "stream": {
+ "name": "KnowledgeArticle",
+ "json_schema": {},
+ "supported_sync_modes": ["full_refresh", "incremental"],
+ "source_defined_cursor": true,
+ "default_cursor_field": ["LastModifiedDate"],
+ "source_defined_primary_key": [["Id"]]
+ },
+ "sync_mode": "incremental",
+ "destination_sync_mode": "append"
+ },
+ {
+ "stream": {
+ "name": "AcceptedEventRelation",
+ "json_schema": {},
+ "supported_sync_modes": ["full_refresh", "incremental"],
+ "source_defined_cursor": true,
+ "default_cursor_field": ["SystemModstamp"],
+ "source_defined_primary_key": [["Id"]]
+ },
+ "sync_mode": "incremental",
+ "destination_sync_mode": "append"
+ }
+ ]
+}
diff --git a/source-salesforce/tests/snapshots/snapshots__discover__capture.stdout.json b/source-salesforce/tests/snapshots/snapshots__discover__capture.stdout.json
new file mode 100644
index 0000000000..bf45368f05
--- /dev/null
+++ b/source-salesforce/tests/snapshots/snapshots__discover__capture.stdout.json
@@ -0,0 +1,128793 @@
+[
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "DeveloperName": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "Language": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "MasterLabel": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "NamespacePrefix": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Status": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Type": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "AIApplication",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "AIApplication",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "DeveloperName": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "Language": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "MasterLabel": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "NamespacePrefix": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "AIApplicationConfig",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "AIApplicationConfig",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "ActionId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ActionName": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "AiRecordInsightId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Confidence": {
+ "type": [
+ "number",
+ "null"
+ ]
+ },
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Name": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Type": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "AIInsightAction",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "AIInsightAction",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "ActualValue": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "AiFeedback": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "AiInsightFeedbackType": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "AiRecordInsightId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Name": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Rank": {
+ "type": [
+ "integer",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ValueId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "AIInsightFeedback",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "AIInsightFeedback",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "AiInsightValueId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Contribution": {
+ "type": [
+ "number",
+ "null"
+ ]
+ },
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "FeatureType": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "FeatureValue": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "FieldName": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "FieldValue": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Intensity": {
+ "type": [
+ "number",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Name": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Operator": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ReasonLabelKey": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "RelatedInsightReasonId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SortOrder": {
+ "type": [
+ "integer",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Variance": {
+ "type": [
+ "number",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "AIInsightReason",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "AIInsightReason",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "AiInsightActionId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "AiRecordInsightId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Confidence": {
+ "type": [
+ "number",
+ "null"
+ ]
+ },
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Field": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "FieldValueLowerBound": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "FieldValueUpperBound": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Name": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SobjectLookupValueId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SobjectType": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Value": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ValueType": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "AIInsightValue",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "AIInsightValue",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "AiApplicationId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Confidence": {
+ "type": [
+ "number",
+ "null"
+ ]
+ },
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "MlPredictionDefinitionId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ModelId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Name": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "PredictionField": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "RunGuid": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "RunStartTime": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Status": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "TargetField": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "TargetId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "TargetSobjectType": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Type": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ValidUntil": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "AIRecordInsight",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "AIRecordInsight",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "EventId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "RelationId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "RespondedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Response": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Type": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "AcceptedEventRelation",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "AcceptedEventRelation",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "AccountNumber": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "AccountSource": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Active__c": {
+ "type": [
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+ "additionalProperties": true,
+ "properties": {
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+ "type": [
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+ "null"
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+ "null"
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+ "Language": {
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+ "type": [
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+ ],
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+ "recommendedName": "ContentAsset",
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+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "ContentAsset",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
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+ "type": [
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+ "null"
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+ },
+ "ContentDownloadUrl": {
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+ "null"
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+ "type": [
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+ "null"
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+ "null"
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+ "null"
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+ "null"
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+ "type": [
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+ "null"
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+ "type": "object"
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+ "SystemModstamp"
+ ],
+ "stream": "ContentDistribution",
+ "syncMode": "incremental"
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+ {
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+ "additionalProperties": true,
+ "properties": {
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+ "null"
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+ "CreatedDate": {
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+ "recommendedName": "ContentDistributionView",
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+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "ContentDistributionView",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "ArchivedById": {
+ "type": [
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+ "null"
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+ "ArchivedDate": {
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+ "null"
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+ "null"
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+ "null"
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+ "null"
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+ "null"
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+ "type": [
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+ "null"
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+ ],
+ "stream": "ContentDocument",
+ "syncMode": "incremental"
+ }
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+ {
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+ "additionalProperties": true,
+ "properties": {
+ "BestCommentId": {
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+ "null"
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+ },
+ "Body": {
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+ "null"
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+ "null"
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+ "type": [
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+ "null"
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+ "additionalProperties": true,
+ "properties": {
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+ "stream": "ContentDocumentHistory",
+ "syncMode": "incremental"
+ }
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+ "syncMode": "full_refresh"
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+ "properties": {
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+ "stream": "ContentFolder",
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+ "additionalProperties": true,
+ "properties": {
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+ "PermissionsManageContentProperties": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageContentTypes": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCustomPermissions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCustomReportTypes": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDashbdsInPubFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataIntegrations": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataspaceScope": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDynamicDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEmailClientConfig": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEncryptionKeys": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEntitlements": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageExchangeConfig": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageExternalConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageHealthCheck": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageHubConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageInteraction": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageInternalUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageIpAddresses": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageKnowledge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageKnowledgeImportExport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLeads": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLearningReporting": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLoginAccessPolicies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageMobile": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageNetworks": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageOrchInstsAndWorkItems": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePasswordPolicies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageProfilesPermissionsets": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePropositions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePvtRptsAndDashbds": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRecommendationStrategies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageReleaseUpdates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRemoteAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageReportsInPubFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRoles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSearchPromotionRules": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSecurityCommandCenter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSessionPermissionSets": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSharing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSolutions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageStores": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSubscriptions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSurveys": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSynonyms": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageTemplatedApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageTwoFactor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageUnlistedGroups": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsMassInlineEdit": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsMergeTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModerateChatter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModerateNetworkUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyAllData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyDataClassification": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyMetadata": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsNativeWebviewScrolling": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsNewReportBuilder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsOmnichannelInventorySync": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2Delete": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2PromoteVersion": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPasswordNeverExpires": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPaymentsAPIUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPreventClassicExperience": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPrivacyDataAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPublishPackaging": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQueryAllFiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQuipMetricsAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQuipUserEngagementMetrics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRecordVisibilityAPI": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRemoteMediaVirtualDesktop": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRemoveDirectMessageMembers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsResetPasswords": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRunFlow": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRunReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesConsole": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesforceIQInbox": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesforceIQInternal": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSandboxTestingInCommunityApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsScheduleReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSchedulingFacilityManager": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSchedulingLineAmbassador": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSelectFilesFromSalesforce": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendAnnouncementEmails": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendCustomNotifications": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendSitRequests": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsShareInternalArticles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsShowCompanyNameAsUserBadge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSkipIdentityConfirmation": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSolutionImport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsStdAutomaticActivityCapture": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubmitMacrosAllowed": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeDashboardRolesGrps": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeDashboardToOtherUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportRolesGrps": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportToOtherUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportsRunAsUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeToLightningDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeToLightningReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTraceXdsQueries": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransactionSecurityExempt": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransactionalEmailSend": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransferAnyCase": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransferAnyEntity": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransferAnyLead": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTwoFactorApi": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseAddOrderItemSummaryAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseAssistantDialog": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseFulfillmentAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseMySearch": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseOmnichannelInventoryAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseOrderEntry": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseQuerySuggestions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseRepricing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseReturnOrder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseReturnOrderAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseSubscriptionEmails": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseTeamReassignWizards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseTemplatedApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseWebLink": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllActivities": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllCustomSettings": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllForeignKeyNames": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllProfiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAnomalyEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewContent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDataAssessment": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDataCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDataLeakageEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDeveloperName": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewEncryptedData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewEventLogFiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewHealthCheck": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewHelpLink": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewMLModels": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewMyTeamsDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewOnlyEmbeddedAppUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPlatformEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPrivateStaticResources": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPublicDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPublicReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewRestrictionAndScopingRules": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewRoles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewSecurityCommandCenter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewSetup": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewUserPII": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsWaveCommunityUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsWaveManagePrivateAssetsUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsWaveTabularDownload": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsWorkCalibrationUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsWorkDotComUserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "MutingPermissionSet",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "MutingPermissionSet",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "ApexHandlerId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "DeveloperName": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ExecuteApexHandlerAsId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "Language": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "MasterLabel": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "UsernameLabel": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
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+ "row_id": {
+ "type": "integer"
+ }
+ },
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+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "MyDomainDiscoverableLogin",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "MyDomainDiscoverableLogin",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "AuthProviderId": {
+ "type": [
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+ "null"
+ ]
+ },
+ "AuthTokenEndpointUrl": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CalloutOptionsAllowMergeFieldsInBody": {
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+ "null"
+ ]
+ },
+ "CalloutOptionsAllowMergeFieldsInHeader": {
+ "type": [
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+ "null"
+ ]
+ },
+ "CalloutOptionsGenerateAuthorizationHeader": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "CreatedById": {
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+ "null"
+ ]
+ },
+ "CreatedDate": {
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+ "DeveloperName": {
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+ },
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+ "JwtAudience": {
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+ "null"
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+ },
+ "JwtFormulaSubject": {
+ "type": [
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+ "null"
+ ]
+ },
+ "JwtIssuer": {
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+ "null"
+ ]
+ },
+ "JwtTextSubject": {
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+ "null"
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+ },
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+ "PrincipalType": {
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+ "SystemModstamp": {
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+ "type": [
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+ "null"
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+ ],
+ "stream": "NamedCredential",
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+ "PermissionsInsightsAppAdmin": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppDashboardEditor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppEltEditor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppUploadUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsCreateApplication": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInstallPackaging": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsContactCenterAdmin": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsContactCenterAgent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsContactCenterSupervisor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsotopeAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsotopeCToCUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsotopeLEX": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLMEndMessagingSessionUserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLMOutboundMessagingUserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLearningManager": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLifecycleManagementAPIUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLightningConsoleAllowedForUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLightningExperienceUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLightningSchedulerUserAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsListEmailSend": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLiveMessageAgent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLtngPromoReserved01UserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageAnalyticSnapshots": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageAuthProviders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageBusinessHourHolidays": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageC360AConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCMS": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCallCenters": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCases": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCertificates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageChatterMessages": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageContentPermissions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageContentProperties": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageContentTypes": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCustomPermissions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCustomReportTypes": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDashbdsInPubFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataIntegrations": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataspaceScope": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDynamicDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEmailClientConfig": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEncryptionKeys": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEntitlements": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageExchangeConfig": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageExternalConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageHealthCheck": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageHubConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageInteraction": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageInternalUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageIpAddresses": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageKnowledge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageKnowledgeImportExport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLeads": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLearningReporting": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLoginAccessPolicies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageMobile": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageNetworks": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageOrchInstsAndWorkItems": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePasswordPolicies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageProfilesPermissionsets": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePropositions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePvtRptsAndDashbds": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRecommendationStrategies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageReleaseUpdates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRemoteAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageReportsInPubFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRoles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSearchPromotionRules": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSecurityCommandCenter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSessionPermissionSets": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSharing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSolutions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageStores": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSubscriptions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSurveys": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSynonyms": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageTemplatedApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageTwoFactor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageUnlistedGroups": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsMassInlineEdit": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsMergeTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModerateChatter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModerateNetworkUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyAllData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyDataClassification": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyMetadata": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsNativeWebviewScrolling": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsNewReportBuilder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsOmnichannelInventorySync": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2Delete": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2PromoteVersion": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPasswordNeverExpires": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPaymentsAPIUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPreventClassicExperience": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPrivacyDataAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPublishPackaging": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQueryAllFiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQuipMetricsAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQuipUserEngagementMetrics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRecordVisibilityAPI": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRemoteMediaVirtualDesktop": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRemoveDirectMessageMembers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsResetPasswords": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRunFlow": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRunReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesConsole": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesforceIQInbox": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesforceIQInternal": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSandboxTestingInCommunityApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsScheduleReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSchedulingFacilityManager": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSchedulingLineAmbassador": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSelectFilesFromSalesforce": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendAnnouncementEmails": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendCustomNotifications": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendSitRequests": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsShareInternalArticles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsShowCompanyNameAsUserBadge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSkipIdentityConfirmation": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSolutionImport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsStdAutomaticActivityCapture": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubmitMacrosAllowed": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeDashboardRolesGrps": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeDashboardToOtherUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportRolesGrps": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportToOtherUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportsRunAsUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeToLightningDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeToLightningReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTraceXdsQueries": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransactionSecurityExempt": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransactionalEmailSend": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransferAnyCase": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransferAnyEntity": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransferAnyLead": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTwoFactorApi": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseAddOrderItemSummaryAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseAssistantDialog": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseFulfillmentAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseMySearch": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseOmnichannelInventoryAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseOrderEntry": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseQuerySuggestions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseRepricing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseReturnOrder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseReturnOrderAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseSubscriptionEmails": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseTeamReassignWizards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseTemplatedApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseWebLink": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllActivities": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllCustomSettings": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllForeignKeyNames": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllProfiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAnomalyEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewContent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDataAssessment": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDataCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDataLeakageEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDeveloperName": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewEncryptedData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewEventLogFiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewHealthCheck": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewHelpLink": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewMLModels": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewMyTeamsDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewOnlyEmbeddedAppUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPlatformEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPrivateStaticResources": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPublicDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPublicReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewRestrictionAndScopingRules": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewRoles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewSecurityCommandCenter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewSetup": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewUserPII": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsWaveCommunityUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsWaveManagePrivateAssetsUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsWaveTabularDownload": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsWorkCalibrationUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsWorkDotComUserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "ProfileId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Type": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "PermissionSet",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "PermissionSet",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "AssigneeId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ExpirationDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsActive": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "IsRevoked": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionSetGroupId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "PermissionSetId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "PermissionSetAssignment",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "PermissionSetAssignment",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "EvaluationTime": {
+ "type": [
+ "number",
+ "null"
+ ]
+ },
+ "EventDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "EventIdentifier": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "EventSource": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "HasExternalUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ImpactedUserIds": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LoginHistoryId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LoginKey": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Operation": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ParentIdList": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ParentNameList": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "PermissionExpiration": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "PermissionExpirationList": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "PermissionList": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "PermissionType": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "PolicyId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "PolicyOutcome": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "RelatedEventIdentifier": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SessionKey": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SessionLevel": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SourceIp": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "UserCount": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "UserId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Username": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "PermissionSetEventStore",
+ "resourceConfig": {
+ "cursorField": [
+ "CreatedDate"
+ ],
+ "stream": "PermissionSetEventStore",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Description": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "DeveloperName": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "HasActivationRequired": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "Language": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "MasterLabel": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "NamespacePrefix": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Status": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "PermissionSetGroup",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "PermissionSetGroup",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "PermissionSetGroupId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "PermissionSetId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "PermissionSetGroupComponent",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "PermissionSetGroupComponent",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "DeveloperName": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ExpirationDate": {
+ "format": "date",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Id": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "IsAvailableForIntegrations": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "IsDeleted": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "IsSupplementLicense": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "Language": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LastModifiedDate": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "LicenseExpirationPolicy": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "MasterLabel": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAICreateInsightObjects": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAIViewInsightObjects": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAccessCMC": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAccessContentBuilder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAccessToServiceProcess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAccountSwitcherUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsActivateContract": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsActivateOrder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsActivitiesAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAddAnalyticsRemoteConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAddDirectMessageMembers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAddWaveNotificationRecipients": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAllowEmailIC": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAllowLightningLogin": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAllowObjectDetection": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAllowObjectDetectionTraining": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAllowUniversalSearch": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAllowViewEditConvertedLeads": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAllowViewKnowledge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsApexRestServices": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsApiEnabled": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsApiUserOnly": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAppointmentBookingUserAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAssignPermissionSets": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAssignTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAuthorApex": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsAutomaticActivityCapture": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsB2BMarketingAnalyticsUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsBotManageBots": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsBotManageBotsTrainingData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsBulkApiHardDelete": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsBulkMacrosAllowed": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsBypassMFAForUiLogins": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCMSECEAuthoringAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCampaignInfluence2": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCanAccessCE": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCanApproveFeedPost": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCanEditDataPrepRecipe": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCanEditPrompts": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCanInsertFeedSystemFields": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCanManageMaps": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCanToggleCallRecordings": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCanUseNewDashboardBuilder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCanVerifyComment": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsChangeDashboardColors": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsChatterComposeUiCodesnippet": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsChatterEditOwnPost": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsChatterEditOwnRecordPost": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsChatterFileLink": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsChatterInternalUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsChatterInviteExternalUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsChatterOwnGroups": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsClientSecretRotation": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCloseConversations": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsConfigCustomRecs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsConfigureDataspaceScope": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsConfigureLiveMessage": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsConnectOrgToEnvironmentHub": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsConsentApiUpdate": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsContentAdministrator": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsContentHubUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsContentWorkspaces": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsConvertLeads": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCreateCustomizeDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCreateCustomizeFilters": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCreateCustomizeReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCreateDashboardFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCreateLtngTempFolder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCreateLtngTempInPub": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCreatePackaging": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCreateReportFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCreateReportInLightning": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCreateTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCreateWorkspaces": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCustomMobileAppsAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCustomSidebarOnAllPages": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsCustomizeApplication": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsDataExport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsDelegatedTwoFactor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsDeleteActivatedContract": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsDeleteTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsDistributeFromPersWksp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditActivatedOrders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditBillingInfo": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditBrandTemplates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditCaseComments": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditEvent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditHtmlTemplates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditKnowledge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditMyDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditMyReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditOppLineItemUnitPrice": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditPublicDocuments": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditPublicFilters": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditPublicTemplates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditReadonlyFields": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditRepricing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditTask": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEditTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEmailAdministration": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEmailMass": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEmailSingle": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEmailTemplateManagement": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEnableBCTransactionPolling": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEnableCommunityAppLauncher": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEnableIPFSUpload": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsEnableNotifications": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsExportReport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsFSCArcGraphCommunityUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsFSCComprehensiveUserAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsFeedPinning": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsFlowUFLRequired": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsForceTwoFactor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsGiveRecognitionBadge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsGovernNetworks": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsHasUnlimitedNBAExecutions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsHeadlessCMSAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsHideReadByList": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsIdentityConnect": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsIdentityEnabled": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsImportCustomObjects": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsImportLeads": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsImportPersonal": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsInsightsAppAdmin": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsInsightsAppDashboardEditor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsInsightsAppEltEditor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsInsightsAppUploadUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsInsightsAppUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsInsightsCreateApplication": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsInstallPackaging": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsIsContactCenterAdmin": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsIsContactCenterAgent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsIsContactCenterSupervisor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsIsotopeAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsIsotopeCToCUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsIsotopeLEX": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsLMEndMessagingSessionUserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsLMOutboundMessagingUserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsLearningManager": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsLifecycleManagementAPIUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsLightningConsoleAllowedForUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsLightningExperienceUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsLightningSchedulerUserAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsListEmailSend": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsLiveMessageAgent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsLtngPromoReserved01UserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageAnalyticSnapshots": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageAuthProviders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageBusinessHourHolidays": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageC360AConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageCMS": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageCallCenters": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageCases": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageCertificates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageChatterMessages": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageContentPermissions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageContentProperties": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageContentTypes": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageCustomPermissions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageCustomReportTypes": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageDashbdsInPubFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageDataCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageDataIntegrations": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageDataspaceScope": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageDynamicDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageEmailClientConfig": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageEncryptionKeys": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageEntitlements": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageExchangeConfig": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageExternalConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageHealthCheck": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageHubConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageInteraction": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageInternalUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageIpAddresses": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageKnowledge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageKnowledgeImportExport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageLeads": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageLearningReporting": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageLoginAccessPolicies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageMobile": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageNetworks": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageOrchInstsAndWorkItems": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManagePasswordPolicies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageProfilesPermissionsets": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManagePropositions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManagePvtRptsAndDashbds": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageRecommendationStrategies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageReleaseUpdates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageRemoteAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageReportsInPubFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageRoles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageSearchPromotionRules": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageSecurityCommandCenter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageSessionPermissionSets": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageSharing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageSolutions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageStores": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageSubscriptions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageSurveys": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageSynonyms": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageTemplatedApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageTwoFactor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageUnlistedGroups": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsManageUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsMassInlineEdit": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsMergeTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsModerateChatter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsModerateNetworkUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsModifyAllData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsModifyDataClassification": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsModifyMetadata": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsNativeWebviewScrolling": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsNewReportBuilder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsOmnichannelInventorySync": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsPackaging2": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsPackaging2Delete": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsPackaging2PromoteVersion": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsPasswordNeverExpires": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsPaymentsAPIUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsPreventClassicExperience": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsPrivacyDataAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsPublishPackaging": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsQueryAllFiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsQuipMetricsAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsQuipUserEngagementMetrics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsRecordVisibilityAPI": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsRemoteMediaVirtualDesktop": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsRemoveDirectMessageMembers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsResetPasswords": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsRunFlow": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsRunReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSalesConsole": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSalesforceIQInbox": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSalesforceIQInternal": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSandboxTestingInCommunityApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsScheduleReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSchedulingFacilityManager": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSchedulingLineAmbassador": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSelectFilesFromSalesforce": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSendAnnouncementEmails": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSendCustomNotifications": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSendSitRequests": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsShareInternalArticles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsShowCompanyNameAsUserBadge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSkipIdentityConfirmation": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSolutionImport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsStdAutomaticActivityCapture": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSubmitMacrosAllowed": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSubscribeDashboardRolesGrps": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSubscribeDashboardToOtherUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSubscribeReportRolesGrps": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSubscribeReportToOtherUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSubscribeReportsRunAsUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSubscribeToLightningDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsSubscribeToLightningReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsTraceXdsQueries": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsTransactionSecurityExempt": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsTransactionalEmailSend": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsTransferAnyCase": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsTransferAnyEntity": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsTransferAnyLead": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsTwoFactorApi": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseAddOrderItemSummaryAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseAssistantDialog": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseFulfillmentAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseMySearch": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseOmnichannelInventoryAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseOrderEntry": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseQuerySuggestions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseRepricing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseReturnOrder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseReturnOrderAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseSubscriptionEmails": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseTeamReassignWizards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseTemplatedApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsUseWebLink": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewAllActivities": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewAllCustomSettings": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewAllData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewAllForeignKeyNames": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewAllProfiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewAllUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewAnomalyEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewContent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewDataAssessment": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewDataCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewDataLeakageEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewDeveloperName": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewEncryptedData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewEventLogFiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewHealthCheck": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewHelpLink": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewMLModels": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewMyTeamsDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewOnlyEmbeddedAppUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewPlatformEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewPrivateStaticResources": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewPublicDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewPublicReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewRestrictionAndScopingRules": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewRoles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewSecurityCommandCenter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewSetup": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsViewUserPII": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsWaveCommunityUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsWaveManagePrivateAssetsUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsWaveTabularDownload": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsWorkCalibrationUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MaximumPermissionsWorkDotComUserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "MigratableLicenses": {
+ "type": [
+ "integer",
+ "null"
+ ]
+ },
+ "PermissionSetLicenseKey": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "Status": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "SystemModstamp": {
+ "format": "date-time",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "TotalLicenses": {
+ "type": [
+ "integer",
+ "null"
+ ]
+ },
+ "UsedLicenses": {
+ "type": [
+ "integer",
+ "null"
+ ]
+ },
+ "_meta": {
+ "properties": {
+ "row_id": {
+ "type": "integer"
+ }
+ },
+ "required": [
+ "row_id"
+ ],
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/Id"
+ ],
+ "recommendedName": "PermissionSetLicense",
+ "resourceConfig": {
+ "cursorField": [
+ "SystemModstamp"
+ ],
+ "stream": "PermissionSetLicense",
+ "syncMode": "incremental"
+ }
+ },
+ {
+ "documentSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "AssigneeId": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedById": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "CreatedDate": {
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+ },
+ "PermissionsEditRepricing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditTask": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEmailAdministration": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEmailMass": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEmailSingle": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEmailTemplateManagement": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEnableBCTransactionPolling": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEnableCommunityAppLauncher": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEnableIPFSUpload": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEnableNotifications": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsExportReport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsFSCArcGraphCommunityUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsFSCComprehensiveUserAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsFeedPinning": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsFlowUFLRequired": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsForceTwoFactor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsGiveRecognitionBadge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsGovernNetworks": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsHasUnlimitedNBAExecutions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsHeadlessCMSAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsHideReadByList": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIdentityConnect": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIdentityEnabled": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsImportCustomObjects": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsImportLeads": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsImportPersonal": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppAdmin": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppDashboardEditor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppEltEditor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppUploadUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsCreateApplication": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInstallMultiforce": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsContactCenterAdmin": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsContactCenterAgent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsContactCenterSupervisor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsotopeAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsotopeCToCUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsotopeLEX": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLMEndMessagingSessionUserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLMOutboundMessagingUserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLearningManager": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLifecycleManagementAPIUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLightningConsoleAllowedForUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLightningExperienceUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLightningSchedulerUserAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsListEmailSend": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLiveMessageAgent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLtngPromoReserved01UserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageAnalyticSnapshots": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageAuthProviders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageBusinessHourHolidays": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageC360AConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCMS": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCallCenters": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCases": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCertificates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageChatterMessages": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageContentPermissions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageContentProperties": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageContentTypes": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCustomPermissions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCustomReportTypes": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDashbdsInPubFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataIntegrations": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataspaceScope": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDynamicDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEmailClientConfig": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEncryptionKeys": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEntitlements": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageExchangeConfig": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageExternalConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageHealthCheck": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageHubConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageInteraction": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageInternalUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageIpAddresses": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageKnowledge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageKnowledgeImportExport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLeads": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLearningReporting": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLoginAccessPolicies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageMobile": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageNetworks": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageOrchInstsAndWorkItems": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePasswordPolicies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageProfilesPermissionsets": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePropositions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePvtRptsAndDashbds": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRecommendationStrategies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageReleaseUpdates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRemoteAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageReportsInPubFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRoles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSearchPromotionRules": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSecurityCommandCenter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSessionPermissionSets": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSharing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSolutions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageStores": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSubscriptions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSurveys": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSynonyms": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageTemplatedApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageTwoFactor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageUnlistedGroups": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsMassInlineEdit": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsMergeTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModerateChatter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModerateNetworkUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyAllData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyDataClassification": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyMetadata": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsNativeWebviewScrolling": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsNewReportBuilder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsOmnichannelInventorySync": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2Delete": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2PromoteVersion": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPasswordNeverExpires": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPaymentsAPIUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPreventClassicExperience": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPrivacyDataAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPublishMultiforce": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQueryAllFiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQuipMetricsAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQuipUserEngagementMetrics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRecordVisibilityAPI": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRemoteMediaVirtualDesktop": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRemoveDirectMessageMembers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsResetPasswords": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRunFlow": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRunReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesConsole": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesforceIQInbox": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesforceIQInternal": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSandboxTestingInCommunityApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsScheduleReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSchedulingFacilityManager": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSchedulingLineAmbassador": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSelectFilesFromSalesforce": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendAnnouncementEmails": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendCustomNotifications": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendSitRequests": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsShareInternalArticles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsShowCompanyNameAsUserBadge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSkipIdentityConfirmation": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSolutionImport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsStdAutomaticActivityCapture": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubmitMacrosAllowed": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeDashboardRolesGrps": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeDashboardToOtherUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportRolesGrps": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportToOtherUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportsRunAsUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeToLightningDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeToLightningReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTraceXdsQueries": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransactionSecurityExempt": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransactionalEmailSend": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransferAnyCase": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransferAnyEntity": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTransferAnyLead": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsTwoFactorApi": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseAddOrderItemSummaryAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseAssistantDialog": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseFulfillmentAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseMySearch": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseOmnichannelInventoryAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseOrderEntry": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseQuerySuggestions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseRepricing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseReturnOrder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseReturnOrderAPIs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseSubscriptionEmails": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseTeamReassignWizards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseTemplatedApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsUseWebLink": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllActivities": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllCustomSettings": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllForeignKeyNames": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllProfiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAllUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewAnomalyEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewContent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDataAssessment": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDataCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDataLeakageEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewDeveloperName": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewEncryptedData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewEventLogFiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewHealthCheck": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewHelpLink": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewMLModels": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewMyTeamsDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewOnlyEmbeddedAppUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPlatformEvents": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPrivateStaticResources": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPublicDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewPublicReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsViewRestrictionAndScopingRules": {
+ "type": [
+ "boolean",
+ "null"
+ ]
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+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsChatterInviteExternalUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsChatterOwnGroups": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsClientSecretRotation": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCloseConversations": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsConfigCustomRecs": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsConfigureDataspaceScope": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsConfigureLiveMessage": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsConnectOrgToEnvironmentHub": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsConsentApiUpdate": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsContentAdministrator": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsContentHubUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsContentWorkspaces": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsConvertLeads": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCreateCustomizeDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCreateCustomizeFilters": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCreateCustomizeReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCreateDashboardFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCreateLtngTempFolder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCreateLtngTempInPub": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCreatePackaging": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCreateReportFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCreateReportInLightning": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCreateTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCreateWorkspaces": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCustomMobileAppsAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCustomSidebarOnAllPages": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsCustomizeApplication": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsDataExport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsDelegatedTwoFactor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsDeleteActivatedContract": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsDeleteTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsDistributeFromPersWksp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditActivatedOrders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditBillingInfo": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditBrandTemplates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditCaseComments": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditEvent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditHtmlTemplates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditKnowledge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditMyDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditMyReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditOppLineItemUnitPrice": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditPublicDocuments": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditPublicFilters": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditPublicTemplates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditReadonlyFields": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditRepricing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditTask": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEditTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEmailAdministration": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEmailMass": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEmailSingle": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEmailTemplateManagement": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEnableBCTransactionPolling": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEnableCommunityAppLauncher": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEnableIPFSUpload": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsEnableNotifications": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsExportReport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsFSCArcGraphCommunityUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsFSCComprehensiveUserAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsFeedPinning": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsFlowUFLRequired": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsForceTwoFactor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsGiveRecognitionBadge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsGovernNetworks": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsHasUnlimitedNBAExecutions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsHeadlessCMSAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsHideReadByList": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIdentityConnect": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIdentityEnabled": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsImportCustomObjects": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsImportLeads": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsImportPersonal": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppAdmin": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppDashboardEditor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppEltEditor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppUploadUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsAppUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInsightsCreateApplication": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsInstallPackaging": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsContactCenterAdmin": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsContactCenterAgent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsContactCenterSupervisor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsotopeAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsotopeCToCUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsIsotopeLEX": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLMEndMessagingSessionUserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLMOutboundMessagingUserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLearningManager": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLifecycleManagementAPIUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLightningConsoleAllowedForUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLightningExperienceUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLightningSchedulerUserAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsListEmailSend": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLiveMessageAgent": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsLtngPromoReserved01UserPerm": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageAnalyticSnapshots": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageAuthProviders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageBusinessHourHolidays": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageC360AConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCMS": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCallCenters": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCases": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCertificates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageChatterMessages": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageContentPermissions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageContentProperties": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageContentTypes": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCustomPermissions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageCustomReportTypes": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDashbdsInPubFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataCategories": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataIntegrations": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDataspaceScope": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageDynamicDashboards": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEmailClientConfig": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEncryptionKeys": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageEntitlements": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageExchangeConfig": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageExternalConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageHealthCheck": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageHubConnections": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageInteraction": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageInternalUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageIpAddresses": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageKnowledge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageKnowledgeImportExport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLeads": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLearningReporting": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageLoginAccessPolicies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageMobile": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageNetworks": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageOrchInstsAndWorkItems": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePasswordPolicies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageProfilesPermissionsets": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePropositions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManagePvtRptsAndDashbds": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRecommendationStrategies": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageReleaseUpdates": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRemoteAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageReportsInPubFolders": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageRoles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSearchPromotionRules": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSecurityCommandCenter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSessionPermissionSets": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSharing": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSolutions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageStores": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSubscriptions": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSurveys": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageSynonyms": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageTemplatedApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageTwoFactor": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageUnlistedGroups": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsManageUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsMassInlineEdit": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsMergeTopics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModerateChatter": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModerateNetworkUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyAllData": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyDataClassification": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsModifyMetadata": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsNativeWebviewScrolling": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsNewReportBuilder": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsOmnichannelInventorySync": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2Delete": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPackaging2PromoteVersion": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPasswordNeverExpires": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPaymentsAPIUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPreventClassicExperience": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPrivacyDataAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsPublishPackaging": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQueryAllFiles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQuipMetricsAccess": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsQuipUserEngagementMetrics": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRecordVisibilityAPI": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRemoteMediaVirtualDesktop": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRemoveDirectMessageMembers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsResetPasswords": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRunFlow": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsRunReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesConsole": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesforceIQInbox": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSalesforceIQInternal": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSandboxTestingInCommunityApp": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsScheduleReports": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSchedulingFacilityManager": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSchedulingLineAmbassador": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSelectFilesFromSalesforce": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendAnnouncementEmails": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendCustomNotifications": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSendSitRequests": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsShareInternalArticles": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsShowCompanyNameAsUserBadge": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSkipIdentityConfirmation": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSolutionImport": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsStdAutomaticActivityCapture": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubmitMacrosAllowed": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeDashboardRolesGrps": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeDashboardToOtherUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportRolesGrps": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportToOtherUsers": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeReportsRunAsUser": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "PermissionsSubscribeToLightningDashboards": {
+ "type": [
+ "boolean",
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+ "null"
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+ "PermissionsTransactionalEmailSend": {
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+ "highScaleNumber": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "htmlFormatted": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "idLookup": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "inlineHelpText": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "label": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "length": {
+ "type": [
+ "null",
+ "integer"
+ ]
+ },
+ "mask": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "maskType": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "name": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "nameField": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "namePointing": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "nillable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "permissionable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "picklistValues": {
+ "items": {
+ "properties": {
+ "active": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "defaultValue": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "label": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "validFor": {
+ "items": {
+ "type": [
+ "null",
+ "integer"
+ ]
+ },
+ "type": [
+ "null",
+ "array"
+ ]
+ },
+ "value": {
+ "type": [
+ "null",
+ "string"
+ ]
+ }
+ },
+ "type": [
+ "null",
+ "object"
+ ]
+ },
+ "type": [
+ "null",
+ "array"
+ ]
+ },
+ "polymorphicForeignKey": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "precision": {
+ "type": [
+ "null",
+ "integer"
+ ]
+ },
+ "referenceTargetField": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "referenceTo": {
+ "items": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "type": "array"
+ },
+ "relationshipName": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "relationshipOrder": {
+ "type": [
+ "null",
+ "integer"
+ ]
+ },
+ "restrictedPicklist": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "scale": {
+ "type": [
+ "null",
+ "integer"
+ ]
+ },
+ "searchPrefilterable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "soapType": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "sortable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "type": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "unique": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "updateable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "writeRequiresMasterRead": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ }
+ },
+ "type": [
+ "null",
+ "object"
+ ]
+ },
+ "type": [
+ "null",
+ "array"
+ ]
+ },
+ "implementedBy": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "implementsInterfaces": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "isInterface": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "keyPrefix": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "label": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "labelPlural": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "layoutable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "mergeable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "mruEnabled": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "name": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "namedLayoutInfos": {
+ "items": {
+ "properties": {
+ "name": {
+ "type": [
+ "null",
+ "string"
+ ]
+ }
+ },
+ "type": [
+ "null",
+ "object"
+ ]
+ },
+ "type": [
+ "null",
+ "array"
+ ]
+ },
+ "networkScopeFieldName": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "queryable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "recordTypeInfos": {
+ "type": [
+ "null",
+ "array"
+ ]
+ },
+ "replicateable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "retrieveable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "searchLayoutable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "searchable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "supportedScopes": {
+ "items": {
+ "properties": {
+ "label": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "name": {
+ "type": [
+ "null",
+ "string"
+ ]
+ }
+ },
+ "type": [
+ "null",
+ "object"
+ ]
+ },
+ "type": [
+ "null",
+ "array"
+ ]
+ },
+ "triggerable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "undeletable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "updateable": {
+ "type": [
+ "null",
+ "boolean"
+ ]
+ },
+ "urlDetail": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "urlEdit": {
+ "type": [
+ "null",
+ "string"
+ ]
+ },
+ "urlNew": {
+ "type": [
+ "null",
+ "string"
+ ]
+ }
+ },
+ "type": "object"
+ },
+ "key": [
+ "/name"
+ ],
+ "recommendedName": "Describe",
+ "resourceConfig": {
+ "stream": "Describe",
+ "syncMode": "full_refresh"
+ }
+ }
+]
diff --git a/source-salesforce/tests/snapshots/snapshots__spec__capture.stdout.json b/source-salesforce/tests/snapshots/snapshots__spec__capture.stdout.json
new file mode 100644
index 0000000000..d1b545ee28
--- /dev/null
+++ b/source-salesforce/tests/snapshots/snapshots__spec__capture.stdout.json
@@ -0,0 +1,153 @@
+[
+ {
+ "configSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": true,
+ "properties": {
+ "credentials": {
+ "properties": {
+ "auth_type": {
+ "const": "Client",
+ "type": "string"
+ },
+ "client_id": {
+ "description": "Enter your Salesforce developer application's Client ID",
+ "order": 2,
+ "title": "Client ID",
+ "type": "string"
+ },
+ "client_secret": {
+ "airbyte_secret": true,
+ "description": "Enter your Salesforce developer application's Client secret",
+ "order": 3,
+ "title": "Client Secret",
+ "type": "string"
+ },
+ "is_sandbox": {
+ "default": false,
+ "description": "Toggle if you're using a Salesforce Sandbox",
+ "order": 1,
+ "title": "Sandbox",
+ "type": "boolean"
+ },
+ "refresh_token": {
+ "airbyte_secret": true,
+ "description": "Enter your application's Salesforce Refresh Token used to access your Salesforce account.",
+ "order": 4,
+ "title": "Refresh Token",
+ "type": "string"
+ }
+ }
+ },
+ "start_date": {
+ "description": "Enter the date in the YYYY-MM-DD format. We will replicate the data added on and after this date. If this field is blank, We will replicate the data for last two years.",
+ "examples": [
+ "2021-07-25",
+ "2021-07-25T00:00:00Z"
+ ],
+ "format": "date-time",
+ "order": 5,
+ "pattern": "^([0-9]{4}-[0-9]{2}-[0-9]{2}(T[0-9]{2}:[0-9]{2}:[0-9]{2}Z)?)$",
+ "title": "Start Date",
+ "type": "string"
+ },
+ "streams_criteria": {
+ "description": "Filter streams relevant to you",
+ "items": {
+ "properties": {
+ "criteria": {
+ "default": "contains",
+ "enum": [
+ "starts with",
+ "ends with",
+ "contains",
+ "exacts",
+ "starts not with",
+ "ends not with",
+ "not contains",
+ "not exacts"
+ ],
+ "order": 1,
+ "title": "Search criteria",
+ "type": "string"
+ },
+ "value": {
+ "order": 2,
+ "title": "Search value",
+ "type": "string"
+ }
+ },
+ "required": [
+ "criteria",
+ "value"
+ ],
+ "type": "object"
+ },
+ "order": 6,
+ "title": "Filter Salesforce Objects",
+ "type": "array"
+ }
+ },
+ "required": [
+ "credentials",
+ "start_date"
+ ],
+ "title": "Salesforce Source Spec",
+ "type": "object"
+ },
+ "documentationUrl": "https://go.estuary.dev/AyWXIh",
+ "oauth2": {
+ "accessTokenBody": "grant_type=authorization_code&client_id={{#urlencode}}{{{ client_id }}}{{/urlencode}}&client_secret={{#urlencode}}{{{ client_secret }}}{{/urlencode}}&redirect_uri={{#urlencode}}{{{ redirect_uri }}}{{/urlencode}}&code={{#urlencode}}{{{ code }}}{{/urlencode}}",
+ "accessTokenHeaders": {
+ "content-type": "application/x-www-form-urlencoded"
+ },
+ "accessTokenResponseMap": {
+ "refresh_token": "/refresh_token"
+ },
+ "accessTokenUrlTemplate": "https://{{#config.is_sandbox}}test{{/config.is_sandbox}}{{^config.is_sandbox}}login{{/config.is_sandbox}}.salesforce.com/services/oauth2/token",
+ "authUrlTemplate": "https://{{#config.is_sandbox}}test{{/config.is_sandbox}}{{^config.is_sandbox}}login{{/config.is_sandbox}}.salesforce.com/services/oauth2/authorize?client_id={{#urlencode}}{{{ client_id }}}{{/urlencode}}&redirect_uri={{#urlencode}}{{{ redirect_uri }}}{{/urlencode}}&response_type=code&state={{#urlencode}}{{{ state }}}{{/urlencode}}",
+ "provider": "salesforce"
+ },
+ "protocol": 3032023,
+ "resourceConfigSchema": {
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "properties": {
+ "cursorField": {
+ "items": {
+ "type": "string"
+ },
+ "type": [
+ "array",
+ "null"
+ ]
+ },
+ "namespace": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "stream": {
+ "type": "string"
+ },
+ "syncMode": {
+ "enum": [
+ "incremental",
+ "full_refresh"
+ ],
+ "type": "string"
+ }
+ },
+ "required": [
+ "stream",
+ "syncMode"
+ ],
+ "title": "ResourceSpec",
+ "type": "object"
+ },
+ "resourcePathPointers": [
+ "/namespace",
+ "/stream"
+ ]
+ }
+]
diff --git a/source-salesforce/tests/test_memory.py b/source-salesforce/tests/test_memory.py
new file mode 100644
index 0000000000..f7ba69cc8c
--- /dev/null
+++ b/source-salesforce/tests/test_memory.py
@@ -0,0 +1,45 @@
+#
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+#
+
+
+import tracemalloc
+
+import pytest
+import requests_mock
+from .conftest import generate_stream
+from source_salesforce.streams import BulkIncrementalSalesforceStream
+
+
+@pytest.mark.parametrize(
+ "n_records, first_size, first_peak",
+ (
+ (1000, 0.4, 1),
+ (10000, 1, 2),
+ (100000, 4, 9),
+ (200000, 7, 19),
+ ),
+ ids=[
+ "1k recods",
+ "10k records",
+ "100k records",
+ "200k records",
+ ],
+)
+def test_memory_download_data(stream_config, stream_api, n_records, first_size, first_peak):
+ job_full_url: str = "https://fase-account.salesforce.com/services/data/v57.0/jobs/query/7504W00000bkgnpQAA"
+ stream: BulkIncrementalSalesforceStream = generate_stream("Account", stream_config, stream_api)
+ content = b'"Id","IsDeleted"'
+ for _ in range(n_records):
+ content += b'"0014W000027f6UwQAI","false"\n'
+
+ with requests_mock.Mocker() as m:
+ m.register_uri("GET", f"{job_full_url}/results", content=content)
+ tracemalloc.start()
+ for x in stream.read_with_chunks(*stream.download_data(url=job_full_url)):
+ pass
+ fs, fp = tracemalloc.get_traced_memory()
+ first_size_in_mb, first_peak_in_mb = fs / 1024**2, fp / 1024**2
+
+ assert first_size_in_mb < first_size
+ assert first_peak_in_mb < first_peak
diff --git a/source-salesforce/tests/test_snapshots.py b/source-salesforce/tests/test_snapshots.py
new file mode 100644
index 0000000000..05354c2a3a
--- /dev/null
+++ b/source-salesforce/tests/test_snapshots.py
@@ -0,0 +1,58 @@
+import json
+import subprocess
+
+import pytest_insta.format as insta_format
+insta_format.FmtJson.dump = lambda _self, path, value: path.write_text(json.dumps(value, sort_keys=True, indent=2) + "\n", "utf-8")
+
+# def test_capture(request, snapshot):
+# result = subprocess.run(
+# [
+# "flowctl",
+# "preview",
+# "--source",
+# request.config.rootdir + "/source-hubspot/test.flow.yaml",
+# ],
+# stdout=subprocess.PIPE,
+# text=True,
+# )
+# assert result.returncode == 0
+# lines = [json.loads(l) for l in result.stdout.splitlines()]
+
+# assert snapshot("capture.stdout.json") == lines
+
+def test_discover(request, snapshot):
+ result = subprocess.run(
+ [
+ "flowctl",
+ "raw",
+ "discover",
+ "--source",
+ request.config.rootdir + "/source-salesforce/test.flow.yaml",
+ "-o",
+ "json",
+ "--emit-raw"
+ ],
+ stdout=subprocess.PIPE,
+ text=True,
+ )
+ assert result.returncode == 0
+ lines = [json.loads(l) for l in result.stdout.splitlines()]
+
+ assert snapshot("capture.stdout.json") == lines
+
+def test_spec(request, snapshot):
+ result = subprocess.run(
+ [
+ "flowctl",
+ "raw",
+ "spec",
+ "--source",
+ request.config.rootdir + "/source-salesforce/test.flow.yaml"
+ ],
+ stdout=subprocess.PIPE,
+ text=True,
+ )
+ assert result.returncode == 0
+ lines = [json.loads(l) for l in result.stdout.splitlines()]
+
+ assert snapshot("capture.stdout.json") == lines