build: bump the python-deps group with 8 updates

Updates the requirements on [azure-identity](https://github.com/Azure/azure-sdk-for-python), [azure-core](https://github.com/Azure/azure-sdk-for-python), [azure-storage-file-datalake](https://github.com/Azure/azure-sdk-for-python), [azure-kusto-data](https://github.com/Azure/azure-kusto-python), [azure-kusto-ingest](https://github.com/Azure/azure-kusto-python), [requests](https://github.com/psf/requests), [python-dateutil](https://github.com/dateutil/dateutil) and [pandas](https://github.com/pandas-dev/pandas) to permit the latest version.

Updates `azure-identity` to 1.25.3
- [Release notes](https://github.com/Azure/azure-sdk-for-python/releases)
- [Commits](Azure/azure-sdk-for-python@azure-identity_1.25.1...azure-identity_1.25.3)

Updates `azure-core` to 1.40.0
- [Release notes](https://github.com/Azure/azure-sdk-for-python/releases)
- [Commits](Azure/azure-sdk-for-python@azure-core_1.29.0...azure-core_1.40.0)

Updates `azure-storage-file-datalake` to 12.23.0
- [Release notes](https://github.com/Azure/azure-sdk-for-python/releases)
- [Commits](Azure/azure-sdk-for-python@azure-storage-file-datalake_12.14.0...azure-storage-file-datalake_12.23.0)

Updates `azure-kusto-data` to 6.0.3
- [Release notes](https://github.com/Azure/azure-kusto-python/releases)
- [Changelog](https://github.com/Azure/azure-kusto-python/blob/master/CHANGELOG.md)
- [Commits](Azure/azure-kusto-python@v6.0.0...v6.0.3)

Updates `azure-kusto-ingest` to 6.0.3
- [Release notes](https://github.com/Azure/azure-kusto-python/releases)
- [Changelog](https://github.com/Azure/azure-kusto-python/blob/master/CHANGELOG.md)
- [Commits](Azure/azure-kusto-python@v6.0.0...v6.0.3)

Updates `requests` to 2.33.1
- [Release notes](https://github.com/psf/requests/releases)
- [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md)
- [Commits](psf/requests@v2.32.5...v2.33.1)

Updates `python-dateutil` to 2.9.0.post0
- [Release notes](https://github.com/dateutil/dateutil/releases)
- [Changelog](https://github.com/dateutil/dateutil/blob/master/NEWS)
- [Commits](dateutil/dateutil@2.8.2...2.9.0.post0)

Updates `pandas` to 3.0.2
- [Release notes](https://github.com/pandas-dev/pandas/releases)
- [Commits](pandas-dev/pandas@v2.3.3...v3.0.2)

---
updated-dependencies:
- dependency-name: azure-identity
  dependency-version: 1.25.3
  dependency-type: direct:production
  dependency-group: python-deps
- dependency-name: azure-core
  dependency-version: 1.40.0
  dependency-type: direct:production
  dependency-group: python-deps
- dependency-name: azure-storage-file-datalake
  dependency-version: 12.23.0
  dependency-type: direct:production
  dependency-group: python-deps
- dependency-name: azure-kusto-data
  dependency-version: 6.0.3
  dependency-type: direct:production
  dependency-group: python-deps
- dependency-name: azure-kusto-ingest
  dependency-version: 6.0.3
  dependency-type: direct:production
  dependency-group: python-deps
- dependency-name: requests
  dependency-version: 2.33.1
  dependency-type: direct:production
  dependency-group: python-deps
- dependency-name: python-dateutil
  dependency-version: 2.9.0.post0
  dependency-type: direct:production
  dependency-group: python-deps
- dependency-name: pandas
  dependency-version: 3.0.2
  dependency-type: direct:production
  dependency-group: python-deps
...

Signed-off-by: dependabot[bot] <support@github.com>

Author: dependabot[bot]

requirements.txt

@@ -3,16 +3,16 @@
 
 # === FABRIC DEPLOYMENT SCRIPTS (infra/scripts/fabric/) ===
 # Used by: deploy_fabric_rti.py, fabric_*.py files for Microsoft Fabric configuration deployment
-azure-identity>=1.25.1                  # Authentication for Azure services (fabric_api.py, fabric_database.py, fabric_data_ingester.py, fabric_event_hub.py)
-azure-core>=1.29.0                      # Core Azure SDK functionality (fabric_api.py, graph_api.py)
-azure-storage-file-datalake>=12.14.0    # OneLake operations and Data Lake Storage (fabric_api.py)
+azure-identity>=1.25.3                  # Authentication for Azure services (fabric_api.py, fabric_database.py, fabric_data_ingester.py, fabric_event_hub.py)
+azure-core>=1.40.0                      # Core Azure SDK functionality (fabric_api.py, graph_api.py)
+azure-storage-file-datalake>=12.23.0    # OneLake operations and Data Lake Storage (fabric_api.py)
 azure-mgmt-eventhub>=11.2.0             # Event Hub management operations (fabric_event_hub.py)
-azure-kusto-data>=6.0.0                 # Kusto/KQL database connections and queries (fabric_database.py, fabric_data_ingester.py)
-azure-kusto-ingest>=6.0.0               # Data ingestion to Kusto databases (fabric_data_ingester.py)
-requests>=2.32.5                        # HTTP API calls to Microsoft Fabric REST APIs (fabric_api.py, graph_api.py)
-python-dateutil>=2.8.2                  # Date/time utilities (fabric_api.py, graph_api.py)
+azure-kusto-data>=6.0.3                 # Kusto/KQL database connections and queries (fabric_database.py, fabric_data_ingester.py)
+azure-kusto-ingest>=6.0.3               # Data ingestion to Kusto databases (fabric_data_ingester.py)
+requests>=2.33.1                        # HTTP API calls to Microsoft Fabric REST APIs (fabric_api.py, graph_api.py)
+python-dateutil>=2.9.0.post0                  # Date/time utilities (fabric_api.py, graph_api.py)
 
 # === EVENT SIMULATION SCRIPTS (infra/scripts/) ===
 # Used by: event_simulator.py, sample_data.py, event_hub_service.py for event generation and simulation
 azure-eventhub>=5.15.1                  # Sending events to Event Hub (event_hub_service.py, event_simulator.py)
-pandas>=2.3.3                           # Data manipulation and CSV operations (sample_data.py)
+pandas>=3.0.2                           # Data manipulation and CSV operations (sample_data.py)