From f77df8f281469882760d3c577775248b11e2453a Mon Sep 17 00:00:00 2001
From: "Shiny Brar  (he/il)" <charanjotbrar@gmail.com>
Date: Tue, 18 Jul 2023 22:53:18 -0400
Subject: [PATCH] feat(workflow): refactored entire workflow core

---
 poetry.lock                     | 495 +++++++++++++++++---------------
 pyproject.toml                  |   1 +
 tests/test_work.py              |  50 +++-
 workflow.env                    |   2 +
 workflow/__init__.py            |   2 +-
 workflow/configs/chime-frb.yaml |   8 +
 workflow/lifecycle/container.py |   2 +-
 workflow/work/__init__.py       |   0
 workflow/work/config.py         |  81 ++++++
 workflow/work/notify.py         |  81 ++++++
 workflow/work/settings.py       |  70 +++++
 workflow/{ => work}/work.py     | 337 ++++++++--------------
 12 files changed, 667 insertions(+), 462 deletions(-)
 create mode 100644 workflow.env
 create mode 100644 workflow/work/__init__.py
 create mode 100644 workflow/work/config.py
 create mode 100644 workflow/work/notify.py
 create mode 100644 workflow/work/settings.py
 rename workflow/{ => work}/work.py (58%)

diff --git a/poetry.lock b/poetry.lock
index ceae341..b9fefbd 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -38,86 +38,86 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.1.0"
+version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
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 [[package]]
@@ -208,13 +208,13 @@ toml = ["tomli"]
 
 [[package]]
 name = "distlib"
-version = "0.3.6"
+version = "0.3.7"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -366,13 +366,13 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "3.8.1"
+version = "3.9.1"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -414,18 +414,18 @@ virtualenv = ">=20.10.0"
 
 [[package]]
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-version = "2.0.2"
+version = "2.0.3"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
 annotated-types = ">=0.4.0"
-pydantic-core = "2.1.2"
+pydantic-core = "2.3.0"
 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -433,117 +433,132 @@ email = ["email-validator (>=2.0.0)"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.1.2"
+version = "2.3.0"
 description = ""
 optional = false
 python-versions = ">=3.7"
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 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
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@@ -584,53 +599,67 @@ pytest = ">=4.6"
 [package.extras]
 testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
 
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+    {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:28c119d996beec18c05208a8bd78cbe4007878c6dd15091efb73a30e90539696"},
+    {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7e07cbde391ba96ab58e532ff4803f79c4129397514e1413a7dc761ccd755735"},
+    {file = "PyYAML-6.0.1-cp38-cp38-win32.whl", hash = "sha256:184c5108a2aca3c5b3d3bf9395d50893a7ab82a38004c8f61c258d4428e80206"},
+    {file = "PyYAML-6.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:1e2722cc9fbb45d9b87631ac70924c11d3a401b2d7f410cc0e3bbf249f2dca62"},
+    {file = "PyYAML-6.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9eb6caa9a297fc2c2fb8862bc5370d0303ddba53ba97e71f08023b6cd73d16a8"},
+    {file = "PyYAML-6.0.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c8098ddcc2a85b61647b2590f825f3db38891662cfc2fc776415143f599bb859"},
+    {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5773183b6446b2c99bb77e77595dd486303b4faab2b086e7b17bc6bef28865f6"},
+    {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b786eecbdf8499b9ca1d697215862083bd6d2a99965554781d0d8d1ad31e13a0"},
+    {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc1bf2925a1ecd43da378f4db9e4f799775d6367bdb94671027b73b393a7c42c"},
+    {file = "PyYAML-6.0.1-cp39-cp39-win32.whl", hash = "sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c"},
+    {file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"},
+    {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
 ]
 
 [[package]]
@@ -725,13 +754,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.23.1"
+version = "20.24.0"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.23.1-py3-none-any.whl", hash = "sha256:34da10f14fea9be20e0fd7f04aba9732f84e593dac291b757ce42e3368a39419"},
-    {file = "virtualenv-20.23.1.tar.gz", hash = "sha256:8ff19a38c1021c742148edc4f81cb43d7f8c6816d2ede2ab72af5b84c749ade1"},
+    {file = "virtualenv-20.24.0-py3-none-any.whl", hash = "sha256:18d1b37fc75cc2670625702d76849a91ebd383768b4e91382a8d51be3246049e"},
+    {file = "virtualenv-20.24.0.tar.gz", hash = "sha256:e2a7cef9da880d693b933db7654367754f14e20650dc60e8ee7385571f8593a3"},
 ]
 
 [package.dependencies]
@@ -746,4 +775,4 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "49f700a8d0b046b8972729e115754158e8beb6a373ea127eaf7374bd4e9d59b1"
+content-hash = "f0028fe35bc0d8fadded72976d9ce950f47a7728cc47e6cc2e482383e0e3107e"
diff --git a/pyproject.toml b/pyproject.toml
index 83be97b..87ded49 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,6 +12,7 @@ tenacity = "^8.2"
 pydantic = "^2.0"
 requests = "^2.31"
 pyyaml = "^6.0"
+pydantic-settings = "^2.0"
 
 [tool.poetry.group.dev.dependencies]
 mypy = "^1.4"
diff --git a/tests/test_work.py b/tests/test_work.py
index 63376e1..953222a 100644
--- a/tests/test_work.py
+++ b/tests/test_work.py
@@ -1,22 +1,39 @@
 """Test the work object."""
 
 import pytest
-from chime_frb_api.workflow import Work
 from pydantic import ValidationError
 
+from workflow import Work
+
 
 def test_bad_instantiation():
     """Test that the work object can't be instantiated without a pipeline."""
-    with pytest.raises(KeyError):
+    with pytest.raises(ValidationError):
         Work()
 
 
 def test_bad_pipeline():
     """Test that the work object can't be instantiated with empty pipeline."""
-    with pytest.raises(KeyError):
+    with pytest.raises(ValidationError):
         Work(pipeline="", site="local", user="test")
 
 
+def test_pipeline_reformat():
+    """Test that the work object can't be instantiated with empty pipeline."""
+    work = Work(pipeline="sample test", site="local", user="test")
+    assert work.pipeline == "sample-test"
+    work.pipeline = "sample test"
+    assert work.pipeline == "sample-test"
+
+
+def test_bad_pipeline_char():
+    """Test that the work object can't be instantiated with a pipeline containing
+    invalid characters.
+    """
+    with pytest.raises(ValidationError):
+        Work(pipeline="sample-test!", site="local", user="test")
+
+
 @pytest.mark.parametrize("test_input", ["params", 123, [123, "123", {}], (32, "456")])
 def test_bad_parameters_datatype(test_input):
     """Test parameters field not being a dict() object."""
@@ -47,8 +64,8 @@ def test_work_lifecycle():
 def test_json_serialization():
     """Test that the work can be serialized to JSON."""
     work = Work(pipeline="test", site="local", user="test")
-    assert work.json() is not None
-    assert isinstance(work.json(), str)
+    assert work.model_dump_json() is not None
+    assert isinstance(work.model_dump_json(), str)
 
 
 def test_check_work_payload():
@@ -62,7 +79,7 @@ def test_make_work_from_dict():
     """Test that the work object can be instantiated from a dictionary."""
     work = Work(pipeline="test", site="local", user="test", parameters={"hi": "low"})
     work_from_dict = Work.from_dict(work.payload)
-    work_from_json = Work.from_json(work.json())
+    work_from_json = Work.from_json(work.model_dump_json())
     assert work == work_from_dict == work_from_json
 
 
@@ -122,15 +139,19 @@ def test_site_bad_value(test_input):
         Work(pipeline="test", user="test", site=test_input)
 
 
-def check_command_and_function():
+def test_command_and_function():
     """Checks if command and function fields are mutually exclusive."""
     with pytest.raises(ValidationError):
         Work(
-            pipeline="test", user="test", site="local", command="test", function="test"
+            pipeline="test",
+            user="test",
+            site="local",
+            command=["test"],
+            function="test",
         )
 
 
-def check_slack_notify():
+def test_bad_slack_notify():
     """Checks if slack_notify field is of type bool."""
     with pytest.raises(ValidationError):
         Work(
@@ -139,3 +160,14 @@ def check_slack_notify():
             site="local",
             notify={"slack": {"channel": "test"}},
         )
+
+
+def test_good_slack_notify():
+    """Checks if slack_notify field is of type bool."""
+    work = Work(
+        pipeline="test",
+        user="test",
+        site="local",
+        notify={"slack": {"channel_id": "test"}},
+    )
+    assert work.notify.slack.channel_id == "test"
diff --git a/workflow.env b/workflow.env
new file mode 100644
index 0000000..37da616
--- /dev/null
+++ b/workflow.env
@@ -0,0 +1,2 @@
+WORKFLOW_TOKEN="abc123"
+WORKFLOW_SITES=chime,local
diff --git a/workflow/__init__.py b/workflow/__init__.py
index 0125b61..40dc32c 100644
--- a/workflow/__init__.py
+++ b/workflow/__init__.py
@@ -1,2 +1,2 @@
 """Top-level imports for Tasks API."""
-from .work import Work  # noqa: F401
+from .work.work import Work  # noqa: F401s
diff --git a/workflow/configs/chime-frb.yaml b/workflow/configs/chime-frb.yaml
index 1ae04b7..76f81ec 100644
--- a/workflow/configs/chime-frb.yaml
+++ b/workflow/configs/chime-frb.yaml
@@ -1,4 +1,11 @@
 work:
+  config:
+    archive:
+      enabled: true
+      modes: ["pass", "copy", "move", "delete", "upload"]
+    notify:
+      enabled: true
+      modes: ["slack"]
   sites:
     - "canfar"
     - "cedar"
@@ -9,5 +16,6 @@ work:
     - "kko"
     - "local"
 
+
 authentication:
   enabled: true
diff --git a/workflow/lifecycle/container.py b/workflow/lifecycle/container.py
index abd0f27..2d42be4 100644
--- a/workflow/lifecycle/container.py
+++ b/workflow/lifecycle/container.py
@@ -7,7 +7,7 @@ def virtualization() -> Optional[str]:
     """Check if the process is running in a container.
 
     Returns:
-        str: Container type
+        Optional[str]: Container type.
     """
     try:
         with open("/proc/1/cgroup") as f:
diff --git a/workflow/work/__init__.py b/workflow/work/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/workflow/work/config.py b/workflow/work/config.py
new file mode 100644
index 0000000..c400af0
--- /dev/null
+++ b/workflow/work/config.py
@@ -0,0 +1,81 @@
+"""Work Object Configuration."""
+from typing import List, Literal, Optional
+
+from pydantic import BaseModel, ConfigDict, Field
+
+
+class Archive(BaseModel):
+    """Archive Configuration.
+
+    This class is used to configure the archive strategy for the work.
+
+    Args:
+        BaseModel (BaseModel): Pydantic BaseModel.
+
+    Attributes:
+        results (bool): Archive results for the work.
+        products (Literal["pass", "copy", "move", "delete", "upload"]):
+            Archive strategy for the products.
+        plots (Literal["pass", "copy", "move", "delete", "upload"]):
+            Archive strategy for the plots.
+        logs (Literal["pass", "copy", "move", "delete", "upload"]):
+            Archive strategy for the logs.
+    """
+
+    model_config = ConfigDict(validate_default=True, validate_assignment=True)
+
+    results: bool = Field(
+        default=True,
+        description="Archive results for the work.",
+    )
+    products: Literal["pass", "copy", "move", "delete", "upload"] = Field(
+        default="copy",
+        description="Archive strategy for the products.",
+    )
+    plots: Literal["pass", "copy", "move", "delete", "upload"] = Field(
+        default="copy",
+        description="Archive strategy for the plots.",
+    )
+    logs: Literal["pass", "copy", "move", "delete", "upload"] = Field(
+        default="move",
+        description="Archive strategy for the logs.",
+    )
+
+
+class Config(BaseModel):
+    """Work Object Configuration.
+
+    This class is used to configure the work object.
+
+    Args:
+        BaseModel (BaseModel): Pydantic BaseModel.
+    """
+
+    model_config = ConfigDict(validate_default=True, validate_assignment=True)
+
+    archive: Archive = Archive()
+    metrics: bool = Field(
+        default=False,
+        description="Generate metrics from work lifecycle.",
+    )
+    parent: Optional[str] = Field(
+        default=None,
+        description="ID of the parent workflow pipeline.",
+        json_schema_extra={"examples": ["5f9b5c5d7b54b5a9c5e5b5c5"]},
+    )
+    orgs: List[str] = Field(
+        default=["chimefrb"],
+        description="""
+        List of organization[s] the work belongs to.
+        Maps to the Github organization.
+        """,
+        json_schema_extra={"examples": ["chimefrb", "chime-sps"]},
+    )
+    teams: Optional[List[str]] = Field(
+        default=None,
+        description="""
+        List of team[s] the work belongs to.
+        Maps to the Github team within the organization.
+        """,
+        json_schema_extra={"example": ["frb-tsars", "frb-ops"]},
+    )
diff --git a/workflow/work/notify.py b/workflow/work/notify.py
new file mode 100644
index 0000000..6cb1867
--- /dev/null
+++ b/workflow/work/notify.py
@@ -0,0 +1,81 @@
+"""Notification Configuration."""
+from typing import Any, Dict, List, Optional
+
+from pydantic import BaseModel, ConfigDict, Field, StrictStr
+
+
+class Slack(BaseModel):
+    """Slack Configuration.
+
+    This class is used to configure the slack notification strategy for the work.
+
+    Args:
+        BaseModel (BaseModel): Pydantic BaseModel.
+
+    Attributes:
+        channel_id (str): Slack channel to send notifications to.
+        member_ids (List[str]): Slack members to send notifications to.
+        message (str): Slack message to send notifications with.
+        results (bool): Send slack notifications with the work results.
+        products (bool): Send slack notifications with the work product links.
+        plots (bool): Send slack notifications with the work plot links.
+        blocks (Dict[str, Any]): Slack blocks to send notifications with.
+        reply (Dict[str, Any]): Status of the slack notification.
+    """
+
+    model_config = ConfigDict(
+        title="Slack Configuration",
+        validate_default=True,
+        validate_assignment=True,
+        extra="forbid",
+    )
+
+    channel_id: Optional[StrictStr] = Field(
+        default=None,
+        description="Slack channel to send notifications to.",
+        examples=["C01JYQZQX0Y"],
+    )
+    member_ids: Optional[List[StrictStr]] = Field(
+        default=None,
+        description="Slack members to send notifications to.",
+        examples=[["U01JYQZQX0Y"]],
+    )
+    message: Optional[StrictStr] = Field(
+        default=None,
+        description="Slack message to send notifications with.",
+        examples=["Hello World!"],
+    )
+    results: Optional[bool] = Field(
+        default=None,
+        description="Send slack notifications with the work results.",
+    )
+    products: Optional[bool] = Field(
+        default=None,
+        description="Send slack notifications with the work product links.",
+    )
+    plots: Optional[bool] = Field(
+        default=None,
+        description="Send slack notifications with the work plot links.",
+    )
+    blocks: Optional[Dict[str, Any]] = Field(
+        default=None,
+        description="Slack blocks to send notifications with.",
+    )
+    reply: Optional[Dict[str, Any]] = Field(
+        default=None,
+        description="Status of the slack notification.",
+        examples=[{"ok": True}],
+    )
+
+
+class Notify(BaseModel):
+    """Work Object Notification Configuration.
+
+    Args:
+        BaseModel (BaseModel): Pydantic BaseModel.
+
+    Attributes:
+        slack (Slack): Send slack notifications for the work.
+    """
+
+    slack: Slack = Slack()
diff --git a/workflow/work/settings.py b/workflow/work/settings.py
new file mode 100644
index 0000000..f25601f
--- /dev/null
+++ b/workflow/work/settings.py
@@ -0,0 +1,70 @@
+"""Workflow Settings."""
+from typing import List, Optional
+
+from pydantic import AliasChoices, Field, SecretStr, field_validator
+from pydantic_settings import BaseSettings, SettingsConfigDict
+
+
+class Settings(BaseSettings):
+    """Workflow Settings.
+
+    Args:
+        BaseSettings (BaseSettings): Pydantic BaseSettings.
+
+    Returns:
+        Settings: Workflow settings.
+    """
+
+    model_config = SettingsConfigDict(
+        env_prefix="WORKFLOW_",
+        env_file="workflow.env",
+        env_file_encoding="utf-8",
+        env_nested_delimiter="__",
+        secrets_dir="/run/secrets",
+        str_to_lower=True,
+        case_sensitive=True,
+        extra="ignore",
+    )
+
+    token: Optional[SecretStr] = Field(
+        default=None,
+        validation_alias=AliasChoices(
+            "WORKFLOW_TOKEN",
+            "GITHUB_TOKEN",
+            "GITHUB_PAT",
+            "GITHUB_ACCESS_TOKEN",
+            "GITHUB_PERSONAL_ACCESS_TOKEN",
+        ),
+    )
+
+    sites: Optional[List[str]] = Field(
+        default=None,
+        validation_alias=AliasChoices(
+            "SITES",
+            "WORKFLOW_SITES",
+        ),
+    )
+
+    tags: Optional[List[str]] = Field(
+        default=None,
+        validation_alias=AliasChoices(
+            "TAGS",
+            "WORKFLOW_TAGS",
+        ),
+    )
+
+    @field_validator("sites", mode="before")
+    def sites_validator(cls, sites: str) -> List[str]:
+        """Sites Validator.
+
+        Args:
+            sites (str): Value of the sites setting.
+
+        Returns:
+            List[str]: List of sites.
+        """
+        return sites.split(",")
+
+
+if __name__ == "__main__":
+    print(Settings().model_dump())  # type: ignore
diff --git a/workflow/work.py b/workflow/work/work.py
similarity index 58%
rename from workflow/work.py
rename to workflow/work/work.py
index a61c330..2b04a7c 100644
--- a/workflow/work.py
+++ b/workflow/work/work.py
@@ -12,155 +12,17 @@
     Field,
     SecretStr,
     StrictFloat,
+    StrictInt,
     StrictStr,
-    root_validator,
+    field_validator,
+    model_validator,
 )
 from tenacity import retry
 from tenacity.stop import stop_after_delay
 from tenacity.wait import wait_random
 
-
-class Archive(BaseModel):
-    """Work Object Archive Configuration.
-
-    Args:
-        BaseModel (BaseModel): Pydantic BaseModel.
-
-    Attributes:
-        results (bool): Archive results for the work.
-        products (Literal["pass", "copy", "move", "delete", "upload"]):
-            Archive strategy for the products.
-        plots (Literal["pass", "copy", "move", "delete", "upload"]):
-            Archive strategy for the plots.
-        logs (Literal["pass", "copy", "move", "delete", "upload"]):
-            Archive strategy for the logs.
-    """
-
-    model_config = ConfigDict(validate_default=True, validate_assignment=True)
-
-    results: bool = Field(
-        default=True,
-        description="Archive results for the work.",
-    )
-    products: Literal["pass", "copy", "move", "delete", "upload"] = Field(
-        default="copy",
-        description="Archive strategy for the products.",
-    )
-    plots: Literal["pass", "copy", "move", "delete", "upload"] = Field(
-        default="copy",
-        description="Archive strategy for the plots.",
-    )
-    logs: Literal["pass", "copy", "move", "delete", "upload"] = Field(
-        default="move",
-        description="Archive strategy for the logs.",
-    )
-
-
-class Slack(BaseModel):
-    """Work Object Slack Configuration.
-
-    Args:
-        BaseModel (BaseModel): Pydantic BaseModel.
-
-    Attributes:
-        channel_id (str): Slack channel to send notifications to.
-        member_ids (List[str]): Slack members to send notifications to.
-        message (str): Slack message to send notifications with.
-        results (bool): Send slack notifications with the work results.
-        products (bool): Send slack notifications with the work product links.
-        plots (bool): Send slack notifications with the work plot links.
-        blocks (Dict[str, Any]): Slack blocks to send notifications with.
-        reply (Dict[str, Any]): Status of the slack notification.
-    """
-
-    model_config = ConfigDict(validate_default=True, validate_assignment=True)
-
-    channel_id: Optional[StrictStr] = Field(
-        default=None,
-        description="Slack channel to send notifications to.",
-        example="C01JYQZQX0Y",
-    )
-    member_ids: Optional[List[StrictStr]] = Field(
-        default=None,
-        description="Slack members to send notifications to.",
-        example=["U01JYQZQX0Y"],
-    )
-    message: Optional[StrictStr] = Field(
-        default=None,
-        description="Slack message to send notifications with.",
-        example="Hello World!",
-    )
-    results: Optional[bool] = Field(
-        default=None,
-        description="Send slack notifications with the work results.",
-    )
-    products: Optional[bool] = Field(
-        default=None,
-        description="Send slack notifications with the work product links.",
-    )
-    plots: Optional[bool] = Field(
-        default=None,
-        description="Send slack notifications with the work plot links.",
-    )
-    blocks: Optional[Dict[str, Any]] = Field(
-        default=None,
-        description="Slack blocks to send notifications with.",
-    )
-    reply: Optional[Dict[str, Any]] = Field(
-        default=None,
-        description="Status of the slack notification.",
-        example={"ok": True},
-    )
-
-
-class Notify(BaseModel):
-    """Work Object Notification Configuration.
-
-    Args:
-        BaseModel (BaseModel): Pydantic BaseModel.
-
-    Attributes:
-        slack (Slack): Send slack notifications for the work.
-    """
-
-    slack: Slack = Slack()
-
-
-class WorkConfig(BaseModel):
-    """Work Object Configuration.
-
-    Args:
-        BaseModel (BaseModel): Pydantic BaseModel.
-    """
-
-    model_config = ConfigDict(validate_default=True, validate_assignment=True)
-
-    archive: Archive = Archive()
-    metrics: bool = Field(
-        default=False,
-        description="Generate grafana metrics for the work.",
-    )
-    parent: Optional[str] = Field(
-        default=None,
-        description="ID of the parent workflow pipeline.",
-        example="5f9b5c5d7b54b5a9c5e5b5c5",
-    )
-    orgs: List[str] = Field(
-        default=["chimefrb"],
-        description="""
-        List of organization[s] the work belongs to.
-        Maps to the Github organization.
-        """,
-        example=["chimefrb", "chime-sps"],
-    )
-    teams: Optional[List[str]] = Field(
-        default=None,
-        description="""
-        List of team[s] the work belongs to.
-        Maps to the Github team within the organization.
-        """,
-        example=["frb-tsars", "frb-ops"],
-    )
+from workflow.work.config import Config
+from workflow.work.notify import Notify
 
 
 class Work(BaseModel):
@@ -202,7 +64,7 @@ class Work(BaseModel):
 
     Example:
         ```python
-        from chime_frb_api.workflow import Work
+        from workflow import Work
 
         work = Work(pipeline="test-pipeline", site="chime", user="shinybrar")
         work.deposit(return_ids=True)
@@ -210,9 +72,12 @@ class Work(BaseModel):
     """
 
     model_config = ConfigDict(
-        validate_default=True, validate_assignment=True, exclude_none=True
+        title="Workflow Work Object",
+        validate_default=True,
+        validate_assignment=True,
+        validate_return=True,
+        revalidate_instances="always",
     )
-
     ###########################################################################
     # Required Attributes. Set by user.
     ###########################################################################
@@ -220,7 +85,7 @@ class Work(BaseModel):
         ...,
         min_length=1,
         description="Name of the pipeline. Automatically reformated to hyphen-case.xw",
-        example="example-pipeline",
+        examples=["sample-pipeline"],
     )
     site: Literal[
         "canfar",
@@ -232,12 +97,10 @@ class Work(BaseModel):
         "kko",
         "local",
     ] = Field(
-        ...,
-        description="Site where the work will be performed.",
-        example="chime",
+        ..., description="Site where the work will be performed.", examples=["chime"]
     )
     user: StrictStr = Field(
-        ..., description="User ID who created the work.", example="shinybrar"
+        ..., description="User ID who created the work.", examples=["shinybrar"]
     )
     token: Optional[SecretStr] = Field(
         default=next(
@@ -256,98 +119,104 @@ class Work(BaseModel):
             ),
             None,
         ),
-        description="Github Personal Access Token.",
-        example="ghp_1234567890abcdefg",
+        description="Workflow Access Token.",
+        examples=["ghp_1234567890abcdefg"],
         exclude=True,
     )
 
     ###########################################################################
     # Optional attributes, might be provided by the user.
     ###########################################################################
-    function: str = Field(
+    function: Optional[str] = Field(
         default=None,
         description="""
         Name of the function to run as `function(**parameters)`.
         Only either `function` or `command` can be provided.
         """,
-        example="requests.get",
+        examples=["workflow.example.mean"],
     )
     parameters: Optional[Dict[str, Any]] = Field(
         default=None,
         description="""
-        Parameters to pass the pipeline function.
+        Parameters to pass the pipeline function. Equivalent to
+        running `function(**parameters)`. Note, only either
+        `function` or `command` can be provided.
         """,
-        example={"event_number": 9385707},
+        examples=[{"a": 1, "b": 2}],
     )
-    command: List[str] = Field(
+    command: Optional[List[str]] = Field(
         default=None,
         description="""
         Command to run as `subprocess.run(command)`.
         Note, only either `function` or `command` can be provided.
         """,
-        example=["python", "example.py", "--example", "example"],
+        examples=[["python", "example.py", "--example", "example"]],
     )
     results: Optional[Dict[str, Any]] = Field(
         default=None,
-        description="Results of the work performed, if any.",
-        example={"dm": 100.0, "snr": 10.0},
+        description="Results of the work performed.",
+        examples=[{"dm": 100.0, "snr": 10.0}],
     )
     products: Optional[List[StrictStr]] = Field(
         default=None,
         description="""
         Name of the non-human-readable data products generated by the pipeline.
         """,
-        example=["spectra.h5", "dm_vs_time.png"],
+        examples=[["spectra.h5", "dm_vs_time.png"]],
     )
     plots: Optional[List[StrictStr]] = Field(
         default=None,
         description="""
         Name of visual data products generated by the pipeline.
         """,
-        example=["waterfall.png", "/arc/projects/chimefrb/9385707/9385707.png"],
+        examples=[["waterfall.png", "/arc/projects/chimefrb/9385707/9385707.png"]],
     )
     event: Optional[List[int]] = Field(
         default=None,
-        description="CHIME/FRB Event ID[s] the work was performed against.",
-        example=[9385707, 9385708],
+        description="Unique ID[s] the work was performed against.",
+        examples=[[9385707, 9385708]],
     )
     tags: Optional[List[str]] = Field(
         default=None,
         description="""
         Searchable tags for the work. Merged with values from env WORKFLOW_TAGS.
         """,
-        example=["dm-analysis"],
+        examples=[["tag", "tagged", "tagteam"]],
     )
-    timeout: int = Field(
+    timeout: StrictInt = Field(
         default=3600,
         ge=1,
         le=86400,
         description="""
         Timeout in seconds for the work to finish.
+        After the timeout, the work is marked as failed and retried
+        if the number of attempts is less than the maximum number of retries.
         Defaults 3600s (1 hr) with range of [1, 86400] (1s-24hrs).
         """,
-        example=7200,
+        examples=[7200],
     )
     retries: int = Field(
         default=2,
         lt=6,
         description="Number of retries before giving up. Defaults to 2.",
-        example=4,
+        examples=[4],
     )
     priority: int = Field(
         default=3,
         ge=1,
         le=5,
-        description="Priority of the work. Defaults to 3.",
-        example=1,
+        description="""
+        Priority of the work. Higher priority works are performed first.
+        i.e. priority 5 > priority 1. Defaults to 3.""",
+        examples=[1],
     )
-    config: WorkConfig = WorkConfig()
+    config: Config = Config()
     notify: Notify = Notify()
 
     ###########################################################################
     # Automaticaly set attributes
     ###########################################################################
-    id: Optional[StrictStr] = Field(
+    id: Optional[str] = Field(
         default=None, description="Work ID created by the database."
     )
     creation: Optional[StrictFloat] = Field(
@@ -371,60 +240,92 @@ class Work(BaseModel):
     # Attribute setters for the work attributes
     ###########################################################################
 
-    @root_validator
-    def post_init(cls, values: Dict[str, Any]):
-        """Initialize work attributes after validation."""
-        # Check if the pipeline name has any character that is uppercase
-        reformatted: bool = False
-        for char in values["pipeline"]:
-            if char.isupper():
-                values["pipeline"] = values["pipeline"].lower()
-                reformatted = True
-                break
-
-        if any(char in {" ", "_"} for char in values["pipeline"]):
-            values["pipeline"] = values["pipeline"].replace(" ", "-")
-            values["pipeline"] = values["pipeline"].replace("_", "-")
-            reformatted = True
-
-        # Check if the pipeline has any character that is not alphanumeric or dash
-        for char in values["pipeline"]:
+    @field_validator("pipeline", mode="after", check_fields=True)
+    def validate_pipeline(cls, pipeline: str) -> str:
+        """Validate the pipeline name.
+
+        Args:
+            pipeline (str): Name of the pipeline.
+
+        Raises:
+            ValueError: If the pipeline name contains any character that is not
+
+        Returns:
+            str: Validated pipeline name.
+        """
+        original: str = pipeline
+        pipeline = pipeline.lower()
+        pipeline = pipeline.replace(" ", "-")
+        pipeline = pipeline.replace("_", "-")
+        for char in pipeline:
             if not char.isalnum() and char not in ["-"]:
                 raise ValueError(
                     "pipeline name can only contain letters, numbers & dashes"
                 )
-
-        if reformatted:
+        if original != pipeline:
             warn(
-                SyntaxWarning(f"pipeline reformatted to {values['pipeline']}"),
+                SyntaxWarning(
+                    f"pipeline name '{original}' reformatted to '{pipeline}'"
+                ),
                 stacklevel=2,
             )
+        return pipeline
+
+    @field_validator("creation", mode="after", check_fields=True)
+    def validate_creation(cls, creation: Optional[StrictFloat]) -> float:
+        """Validate and set the creation time.
+
+        Args:
+            creation (Optional[StrictFloat]): Creation time in unix timestamp.
+
+        Returns:
+            StrictFloat: Creation time in unix timestamp.
+        """
+        if creation is None:
+            return time()
+        return creation
+
+    @model_validator(mode="before")
+    def validate_model(cls, data: Dict[str, Any]) -> Dict[str, Any]:
+        """Validate the work model.
 
-        # Set creation time if not already set
-        if values.get("creation") is None:
-            values["creation"] = time()
-        # Update tags from environment variable WORKFLOW_TAGS
-        if environ.get("WORKFLOW_TAGS"):
-            env_tags: List[str] = str(environ.get("WORKFLOW_TAGS")).split(",")
-            # If tags are already set, append the new ones
-            if values.get("tags"):
-                values["tags"] = values["tags"] + env_tags
-            else:
-                values["tags"] = env_tags
-            # Remove duplicates
-            values["tags"] = list(set(values["tags"]))
-
-        # Check if both command and function are set
-        if values.get("command") and values.get("function"):
+        Args:
+            data (Dict[str, Any]): Work data to validate.
+
+        Raises:
+            ValueError: If both `function` and `command` are set.
+
+        Returns:
+            Dict[str, Any]: Validated work data.
+        """
+        if data.get("function") and data.get("command"):
             raise ValueError("command and function cannot be set together.")
+        return data
 
-        if not values.get("token"):  # type: ignore
-            msg = "workflow token required after v4.0.0."
-            warn(
-                FutureWarning(msg),
-                stacklevel=2,
-            )
-        return values
+    @field_validator("token", mode="after", check_fields=True)
+    def validate_token(cls, token: Optional[SecretStr]) -> None:
+        """Validate the workflow token.
+
+        Args:
+            token (Optional[SecretStr]): Workflow token.
+        """
+        if token is None:
+            msg = """
+            Workflow token not provided.
+            Token auth will become mandatory in the future.
+            """
+            warn(msg, FutureWarning, stacklevel=2)
+
+        # # Update tags from environment variable WORKFLOW_TAGS
+        # if environ.get("WORKFLOW_TAGS"):
+        #     env_tags: List[str] = str(environ.get("WORKFLOW_TAGS")).split(",")
+        #     # If tags are already set, append the new ones
+        #     if values.get("tags"):
+        #         values["tags"] = values["tags"] + env_tags
+        #     else:
+        #         values["tags"] = env_tags
+        #     # Remove duplicates
+        #     values["tags"] = list(set(values["tags"]))
 
     ###########################################################################
     # Work methods
@@ -438,7 +339,7 @@ def payload(self) -> Dict[str, Any]:
             Dict[str, Any]: The payload of the work.
             Non-instanced attributes are excluded from the payload.
         """
-        payload: Dict[str, Any] = self.dict(exclude={"config.token"})
+        payload: Dict[str, Any] = self.model_dump(exclude={"config.token"})
         return payload
 
     @classmethod