From 33a14c5e95058ca9100a7698b9878a744763b8d7 Mon Sep 17 00:00:00 2001
From: Michael <mikova@microsoft.com>
Date: Mon, 16 Jun 2025 21:30:32 +0300
Subject: [PATCH 1/2] run dataflow

---
 src/sempy_labs/_dataflows.py | 82 +++++++++++++++++++++++++++++++++++-
 1 file changed, 81 insertions(+), 1 deletion(-)

diff --git a/src/sempy_labs/_dataflows.py b/src/sempy_labs/_dataflows.py
index acc7232d..3feec92b 100644
--- a/src/sempy_labs/_dataflows.py
+++ b/src/sempy_labs/_dataflows.py
@@ -11,7 +11,7 @@
     _conv_b64,
     get_jsonpath_value,
 )
-from typing import Optional, Tuple
+from typing import Optional, Tuple, List, Literal
 import sempy_labs._icons as icons
 from uuid import UUID
 from jsonpath_ng.ext import parse
@@ -504,3 +504,83 @@ def create_dataflow(
     print(
         f"{icons.green_dot} The dataflow '{name}' has been created within the '{workspace_name}' workspace."
     )
+
+
+def run_dataflow(
+    dataflow: str | UUID,
+    workspace: Optional[str | UUID] = None,
+    job_type: Literal["Execute", "ApplyChanges"] = "Execute",
+    parameters: Optional[List[dict]] = None,
+):
+    """
+    Executes a dataflow.
+
+    This is a wrapper function for the following APIs: `Background Jobs - Run On Demand Execute <https://learn.microsoft.com/rest/api/fabric/dataflow/background-jobs/run-on-demand-execute>`_ and `Background Jobs - Run On Demand Apply Changes <https://learn.microsoft.com/rest/api/fabric/dataflow/background-jobs/run-on-demand-apply-changes>`_.
+
+    Parameters
+    ----------
+    dataflow : str | uuid.UUID
+        The name or ID of the dataflow.
+    workspace : str | uuid.UUID, default=None
+        The Fabric workspace name or ID.
+        Defaults to None which resolves to the workspace of the attached lakehouse
+        or if no lakehouse attached, resolves to the workspace of the notebook.
+    job_type : Literal["Execute", "ApplyChanges"], default="Execute"
+        The type of job to run. Can be either "Execute" or "ApplyChanges".
+    parameters : List[dict], default=None
+        A list of parameters to pass to the dataflow. Example:
+        [
+            {
+                "parameterName": "OrderKey",
+                "type": "Automatic",
+                "value": 25
+            },
+            {
+                "parameterName": "Threshold",
+                "type": "Automatic",
+                "value": "start"
+            }
+        ]
+    """
+    if job_type not in ["Execute", "ApplyChanges"]:
+        raise ValueError(
+            f"{icons.red_dot} The job_type parameter must be either 'Execute' or 'ApplyChanges'."
+        )
+    if job_type == "ApplyChanges" and parameters:
+        print(
+            f"The job type is set to '{job_type}'. Parameters are not accepted for this job type."
+        )
+        return
+
+    (workspace_name, workspace_id) = resolve_workspace_name_and_id(workspace)
+
+    (dataflow_name, dataflow_id, generation) = (
+        _resolve_dataflow_name_and_id_and_generation(dataflow, workspace_id)
+    )
+
+    if generation != "Gen2 CI/CD":
+        print(
+            f"{icons.info} The dataflow '{dataflow_name}' is not a Fabric Dataflow Gen2 CI/CD item. This function only supports Dataflow Gen2 CI/CD."
+        )
+        return
+
+    payload = None
+    if parameters:
+        payload = {
+            "executionData": {
+                "executeOption": "ApplyChangesIfNeeded",
+                "parameters": parameters,
+            }
+        }
+
+    _base_api(
+        request=f"/v1/workspaces/{workspace_id}/dataflows/{dataflow_id}/jobs/instances?jobType={job_type}",
+        method="post",
+        payload=payload,
+        lro_return_json=True,
+        status_codes=[200, 202],
+    )
+
+    print(
+        f"{icons.green_dot} The dataflow '{dataflow_name}' has been run within the '{workspace_name}' workspace."
+    )

From e6e3b4beb7305f59fcb3c97fa61ffebe281c3e4b Mon Sep 17 00:00:00 2001
From: Michael <mikova@microsoft.com>
Date: Mon, 16 Jun 2025 21:45:57 +0300
Subject: [PATCH 2/2] update readme

---
 README.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index ada681d1..ee74be78 100644
--- a/README.md
+++ b/README.md
@@ -101,11 +101,11 @@ for file_name, file_url in notebook_files.items():
 ## Once installed, run this code to import the library into your notebook
 ```python
 import sempy_labs as labs
-from sempy_labs import migration, directlake, admin, graph
-from sempy_labs import lakehouse as lake
-from sempy_labs import report as rep
+import sempy_labs.lakehouse as lake
+import sempy_labs.report as rep
+from sempy_labs import migration, directlake, admin, graph, mirrored_azure_databricks_catalog
 from sempy_labs.tom import connect_semantic_model
-from sempy_labs.report import ReportWrapper
+from sempy_labs.report import connect_report
 ```
 
 ## Load Semantic Link Labs into a custom [Fabric environment](https://learn.microsoft.com/fabric/data-engineering/create-and-use-environment)