From 46fb6733fee0abb3da2d783c080f05e7ac2b1e6e Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 30 Sep 2025 09:44:02 +0000
Subject: [PATCH 01/12] feat: Add Prometheus extractor and EnergyRecord for
 energy consumption metrics

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 caso/extract/__init__.py              |   2 +
 caso/extract/prometheus.py            | 168 ++++++++++++++++++++++++++
 caso/record.py                        |  78 ++++++++++++
 caso/tests/conftest.py                |  48 ++++++++
 caso/tests/extract/test_prometheus.py | 145 ++++++++++++++++++++++
 caso/tests/test_record.py             |  16 +++
 pyproject.toml                        |   3 +
 7 files changed, 460 insertions(+)
 create mode 100644 caso/extract/prometheus.py
 create mode 100644 caso/tests/extract/test_prometheus.py

diff --git a/caso/extract/__init__.py b/caso/extract/__init__.py
index 0c278fda..e5e59b7a 100644
--- a/caso/extract/__init__.py
+++ b/caso/extract/__init__.py
@@ -19,9 +19,11 @@
 from caso.extract.openstack import CinderExtractor
 from caso.extract.openstack import NeutronExtractor
 from caso.extract.openstack import NovaExtractor
+from caso.extract.prometheus import PrometheusExtractor
 
 __all__ = [
     "NovaExtractor",
     "CinderExtractor",
     "NeutronExtractor",
+    "PrometheusExtractor",
 ]
diff --git a/caso/extract/prometheus.py b/caso/extract/prometheus.py
new file mode 100644
index 00000000..d3a3a7a9
--- /dev/null
+++ b/caso/extract/prometheus.py
@@ -0,0 +1,168 @@
+# -*- coding: utf-8 -*-
+
+# Copyright 2014 Spanish National Research Council (CSIC)
+#
+# Licensed under the Apache License, Version 2.0 (the "License"); you may
+# not use this file except in compliance with the License. You may obtain
+# a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+# License for the specific language governing permissions and limitations
+# under the License.
+
+"""Module containing the Prometheus extractor for energy consumption metrics."""
+
+import uuid
+
+import requests
+from oslo_config import cfg
+from oslo_log import log
+
+from caso.extract import base
+from caso import record
+
+CONF = cfg.CONF
+
+opts = [
+    cfg.StrOpt(
+        "prometheus_endpoint",
+        default="http://localhost:9090",
+        help="Prometheus server endpoint URL.",
+    ),
+    cfg.StrOpt(
+        "prometheus_query",
+        default="sum(rate(node_energy_joules_total[5m])) * 300 / 3600000",
+        help="Prometheus query to retrieve energy consumption in kWh. "
+        "The query should return energy consumption metrics.",
+    ),
+    cfg.IntOpt(
+        "prometheus_timeout",
+        default=30,
+        help="Timeout for Prometheus API requests in seconds.",
+    ),
+]
+
+CONF.import_opt("site_name", "caso.extract.base")
+CONF.register_opts(opts, group="prometheus")
+
+LOG = log.getLogger(__name__)
+
+
+class PrometheusExtractor(base.BaseProjectExtractor):
+    """A Prometheus extractor for energy consumption metrics in cASO."""
+
+    def __init__(self, project, vo):
+        """Initialize a Prometheus extractor for a given project."""
+        super(PrometheusExtractor, self).__init__(project)
+        self.vo = vo
+        self.project_id = project
+
+    def _query_prometheus(self, query, timestamp=None):
+        """Query Prometheus API and return results.
+
+        :param query: PromQL query string
+        :param timestamp: Optional timestamp for query (datetime object)
+        :returns: Query results
+        """
+        endpoint = CONF.prometheus.prometheus_endpoint
+        url = f"{endpoint}/api/v1/query"
+
+        params = {"query": query}
+        if timestamp:
+            params["time"] = int(timestamp.timestamp())
+
+        try:
+            response = requests.get(
+                url, params=params, timeout=CONF.prometheus.prometheus_timeout
+            )
+            response.raise_for_status()
+            data = response.json()
+
+            if data.get("status") != "success":
+                error_msg = data.get("error", "Unknown error")
+                LOG.error(f"Prometheus query failed: {error_msg}")
+                return None
+
+            return data.get("data", {}).get("result", [])
+        except requests.exceptions.RequestException as e:
+            LOG.error(f"Failed to query Prometheus: {e}")
+            return None
+        except Exception as e:
+            LOG.error(f"Unexpected error querying Prometheus: {e}")
+            return None
+
+    def _build_energy_record(self, energy_value, measurement_time):
+        """Build an energy consumption record.
+
+        :param energy_value: Energy consumption value in kWh
+        :param measurement_time: Time of measurement
+        :returns: EnergyRecord object
+        """
+        r = record.EnergyRecord(
+            uuid=uuid.uuid4(),
+            measurement_time=measurement_time,
+            site_name=CONF.site_name,
+            user_id=None,
+            group_id=self.project_id,
+            user_dn=None,
+            fqan=self.vo,
+            energy_consumption=energy_value,
+            energy_unit="kWh",
+            compute_service=CONF.service_name,
+        )
+
+        return r
+
+    def extract(self, extract_from, extract_to):
+        """Extract energy consumption records from Prometheus.
+
+        This method queries Prometheus for energy consumption metrics
+        in the specified time range.
+
+        :param extract_from: datetime.datetime object indicating the date to
+                             extract records from
+        :param extract_to: datetime.datetime object indicating the date to
+                           extract records to
+        :returns: A list of energy records
+        """
+        records = []
+
+        # Query Prometheus at the extract_to timestamp
+        query = CONF.prometheus.prometheus_query
+        LOG.debug(
+            f"Querying Prometheus for project {self.project} " f"with query: {query}"
+        )
+
+        results = self._query_prometheus(query, extract_to)
+
+        if results is None:
+            LOG.warning(
+                f"No results returned from Prometheus for project {self.project}"
+            )
+            return records
+
+        # Process results and create records
+        for result in results:
+            value = result.get("value", [])
+
+            if len(value) < 2:
+                continue
+
+            # value is [timestamp, value_string]
+            energy_value = float(value[1])
+
+            LOG.debug(
+                f"Creating energy record: {energy_value} kWh "
+                f"for project {self.project}"
+            )
+
+            energy_record = self._build_energy_record(energy_value, extract_to)
+            records.append(energy_record)
+
+        LOG.info(f"Extracted {len(records)} energy records for project {self.project}")
+
+        return records
diff --git a/caso/record.py b/caso/record.py
index 25329b2b..d36028f4 100644
--- a/caso/record.py
+++ b/caso/record.py
@@ -555,3 +555,81 @@ def ssm_message(self):
         populate_by_name=True,
         extra="forbid",
     )
+
+
+def map_energy_fields(field: str) -> str:
+    """Map object fields to accounting Energy Usage Record fields."""
+    d = {
+        "measurement_time_epoch": "MeasurementTime",
+        "site_name": "SiteName",
+        "cloud_type": "CloudType",
+        "user_id": "LocalUser",
+        "group_id": "LocalGroup",
+        "fqan": "FQAN",
+        "user_dn": "GlobalUserName",
+        "energy_consumption": "EnergyConsumption",
+        "energy_unit": "EnergyUnit",
+        "compute_service": "CloudComputeService",
+    }
+    return d.get(field, field)
+
+
+class EnergyRecord(_BaseRecord):
+    """The EnergyRecord class holds energy consumption information.
+
+    This class is used to report energy consumption metrics gathered from
+    external monitoring systems like Prometheus.
+    """
+
+    version: str = pydantic.Field("0.1", exclude=True)
+
+    uuid: m_uuid.UUID
+
+    user_id: typing.Optional[str]
+    user_dn: typing.Optional[str]
+    group_id: str
+    fqan: str
+
+    # Make these fields private, and deal with them as properties. This is done as  all
+    # the accounting infrastructure needs start and end times as integers, but it is
+    # easier for us to maintain them as datetime objects internally.
+    _measurement_time: datetime.datetime
+
+    energy_consumption: float
+    energy_unit: str = "kWh"
+
+    def __init__(self, measurement_time: datetime.datetime, *args, **kwargs):
+        """Initialize the record."""
+        super(EnergyRecord, self).__init__(*args, **kwargs)
+
+        self._measurement_time = measurement_time
+
+    @property
+    def measurement_time(self) -> datetime.datetime:
+        """Get measurement time."""
+        return self._measurement_time
+
+    @measurement_time.setter
+    def measurement_time(self, measurement_time: datetime.datetime) -> None:
+        """Set measurement time."""
+        self._measurement_time = measurement_time
+
+    @pydantic.computed_field()  # type: ignore[misc]
+    @property
+    def measurement_time_epoch(self) -> int:
+        """Get measurement time as epoch."""
+        return int(self._measurement_time.timestamp())
+
+    def ssm_message(self):
+        """Render record as the expected SSM message."""
+        opts = {
+            "by_alias": True,
+            "exclude_none": True,
+        }
+        return self.model_dump_json(**opts)
+
+    model_config = dict(
+        alias_generator=map_energy_fields,
+        populate_by_name=True,
+        extra="forbid",
+    )
diff --git a/caso/tests/conftest.py b/caso/tests/conftest.py
index edaf4af5..b65cc794 100644
--- a/caso/tests/conftest.py
+++ b/caso/tests/conftest.py
@@ -757,3 +757,51 @@ def expected_message_storage() -> str:
         "</sr:StorageUsageRecords>"
     )
     return message
+
+
+# Energy record fixtures
+
+valid_energy_records_fields = [
+    dict(
+        uuid="e3c5aeef-37b8-4332-ad9f-9d068f156dc2",
+        measurement_time=now,
+        site_name="TEST-Site",
+        user_id="a4519d7d-f60a-4908-9d63-7d9e17422188",
+        group_id="03b6a6c4-cf2b-48b9-82f1-69c52b9f30af",
+        user_dn="User 1 DN",
+        fqan="VO 1 FQAN",
+        energy_consumption=125.5,
+        energy_unit="kWh",
+        compute_service="Fake Cloud Service",
+        cloud_type=cloud_type,
+    ),
+]
+
+valid_energy_records_dict = [
+    {
+        "CloudComputeService": "Fake Cloud Service",
+        "FQAN": "VO 1 FQAN",
+        "GlobalUserName": "User 1 DN",
+        "EnergyConsumption": 125.5,
+        "EnergyUnit": "kWh",
+        "LocalGroup": "03b6a6c4-cf2b-48b9-82f1-69c52b9f30af",
+        "LocalUser": "a4519d7d-f60a-4908-9d63-7d9e17422188",
+        "MeasurementTime": 1685051946,
+        "SiteName": "TEST-Site",
+        "uuid": "e3c5aeef-37b8-4332-ad9f-9d068f156dc2",
+        "CloudType": cloud_type,
+    },
+]
+
+
+@pytest.fixture()
+def energy_record() -> caso.record.EnergyRecord:
+    """Get a fixture for an Energy record."""
+    record = caso.record.EnergyRecord(**valid_energy_records_fields[0])
+    return record
+
+
+@pytest.fixture()
+def valid_energy_record() -> dict:
+    """Get a fixture for a valid Energy record as a dict."""
+    return valid_energy_records_dict[0]
diff --git a/caso/tests/extract/test_prometheus.py b/caso/tests/extract/test_prometheus.py
new file mode 100644
index 00000000..669e674c
--- /dev/null
+++ b/caso/tests/extract/test_prometheus.py
@@ -0,0 +1,145 @@
+# -*- coding: utf-8 -*-
+
+# Copyright 2014 Spanish National Research Council (CSIC)
+#
+# Licensed under the Apache License, Version 2.0 (the "License"); you may
+# not use this file except in compliance with the License. You may obtain
+# a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+# License for the specific language governing permissions and limitations
+# under the License.
+
+"""Test for Prometheus extractor."""
+
+import datetime
+import unittest.mock as mock
+
+import pytest
+from oslo_config import cfg
+
+from caso.extract.prometheus import PrometheusExtractor
+
+CONF = cfg.CONF
+
+
+class TestPrometheusExtractor:
+    """Test the Prometheus extractor."""
+
+    @mock.patch("caso.extract.prometheus.requests.get")
+    def test_extract_with_results(self, mock_get):
+        """Test extraction with successful Prometheus query."""
+        # Configure CONF
+        CONF.set_override("site_name", "TEST-Site")
+        CONF.set_override("service_name", "TEST-Service")
+
+        # Mock Prometheus response
+        mock_response = mock.Mock()
+        mock_response.json.return_value = {
+            "status": "success",
+            "data": {
+                "result": [
+                    {
+                        "metric": {"instance": "test"},
+                        "value": [1685051946, "125.5"],
+                    }
+                ]
+            },
+        }
+        mock_response.raise_for_status = mock.Mock()
+        mock_get.return_value = mock_response
+
+        # Create extractor
+        extractor = PrometheusExtractor("test-project", "test-vo")
+
+        # Extract records
+        extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
+        extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
+        records = extractor.extract(extract_from, extract_to)
+
+        # Verify
+        assert len(records) == 1
+        assert records[0].energy_consumption == 125.5
+        assert records[0].energy_unit == "kWh"
+        assert records[0].fqan == "test-vo"
+
+    @mock.patch("caso.extract.prometheus.requests.get")
+    def test_extract_with_no_results(self, mock_get):
+        """Test extraction when Prometheus returns no results."""
+        # Configure CONF
+        CONF.set_override("site_name", "TEST-Site")
+        CONF.set_override("service_name", "TEST-Service")
+
+        # Mock Prometheus response with no results
+        mock_response = mock.Mock()
+        mock_response.json.return_value = {
+            "status": "success",
+            "data": {"result": []},
+        }
+        mock_response.raise_for_status = mock.Mock()
+        mock_get.return_value = mock_response
+
+        # Create extractor
+        extractor = PrometheusExtractor("test-project", "test-vo")
+
+        # Extract records
+        extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
+        extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
+        records = extractor.extract(extract_from, extract_to)
+
+        # Verify
+        assert len(records) == 0
+
+    @mock.patch("caso.extract.prometheus.requests.get")
+    def test_extract_with_failed_query(self, mock_get):
+        """Test extraction when Prometheus query fails."""
+        # Configure CONF
+        CONF.set_override("site_name", "TEST-Site")
+        CONF.set_override("service_name", "TEST-Service")
+
+        # Mock Prometheus error response
+        mock_response = mock.Mock()
+        mock_response.json.return_value = {
+            "status": "error",
+            "error": "query failed",
+        }
+        mock_response.raise_for_status = mock.Mock()
+        mock_get.return_value = mock_response
+
+        # Create extractor
+        extractor = PrometheusExtractor("test-project", "test-vo")
+
+        # Extract records
+        extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
+        extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
+        records = extractor.extract(extract_from, extract_to)
+
+        # Verify
+        assert len(records) == 0
+
+    @mock.patch("caso.extract.prometheus.requests.get")
+    @mock.patch("caso.extract.prometheus.LOG")
+    def test_extract_with_request_exception(self, mock_log, mock_get):
+        """Test extraction when request to Prometheus fails."""
+        # Configure CONF
+        CONF.set_override("site_name", "TEST-Site")
+        CONF.set_override("service_name", "TEST-Service")
+
+        # Mock request exception
+        mock_get.side_effect = Exception("Connection error")
+
+        # Create extractor
+        extractor = PrometheusExtractor("test-project", "test-vo")
+
+        # Extract records
+        extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
+        extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
+        records = extractor.extract(extract_from, extract_to)
+
+        # Verify
+        assert len(records) == 0
+        mock_log.error.assert_called()
diff --git a/caso/tests/test_record.py b/caso/tests/test_record.py
index bf605da3..a88dd222 100644
--- a/caso/tests/test_record.py
+++ b/caso/tests/test_record.py
@@ -132,3 +132,19 @@ def test_storage_record_map_opts(storage_record, valid_storage_record):
         "exclude_none": True,
     }
     assert json.loads(storage_record.model_dump_json(**opts)) == valid_storage_record
+
+
+def test_energy_record(energy_record):
+    """Test that an Energy record is correctly generated."""
+    assert isinstance(energy_record.measurement_time_epoch, int)
+    assert energy_record.energy_consumption == 125.5
+    assert energy_record.energy_unit == "kWh"
+
+
+def test_energy_record_map_opts(energy_record, valid_energy_record):
+    """Test that an Energy record is correctly rendered."""
+    opts = {
+        "by_alias": True,
+        "exclude_none": True,
+    }
+    assert json.loads(energy_record.model_dump_json(**opts)) == valid_energy_record
diff --git a/pyproject.toml b/pyproject.toml
index 8c416827..cdfd8152 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,6 +60,7 @@ caso = "caso.opts:list_opts"
 nova = "caso.extract.openstack.nova:NovaExtractor"
 neutron = "caso.extract.openstack.neutron:NeutronExtractor"
 cinder = "caso.extract.openstack.cinder:CinderExtractor"
+prometheus = "caso.extract.prometheus:PrometheusExtractor"
 
 
 [tool.poetry.plugins."caso.messenger"]
@@ -86,6 +87,7 @@ python-neutronclient = "^11.3.1"
 keystoneauth1 = "^5.8.0"
 stevedore = "^5.3.0"
 pydantic = "^2"
+requests = "^2.26"
 
 
 [tool.poetry.group.test.dependencies]
@@ -123,6 +125,7 @@ black = "^24.8.0"
 mypy = "^1.11.2"
 types-six = "^1.16.21.20240513"
 types-python-dateutil = "^2.9.0.20240906"
+types-requests = "^2.26"
 
 
 

From c747f30ad269bf13a75cbe29635aed4b72b75852 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 30 Sep 2025 09:47:03 +0000
Subject: [PATCH 02/12] doc: Update documentation and configuration for
 Prometheus extractor

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 caso/opts.py                 |  2 ++
 doc/source/configuration.rst | 30 ++++++++++++++++++--
 etc/caso/caso.conf.sample    | 55 ++++++++++++++++++++++++++++++------
 3 files changed, 77 insertions(+), 10 deletions(-)

diff --git a/caso/opts.py b/caso/opts.py
index c7955e1e..d8112c93 100644
--- a/caso/opts.py
+++ b/caso/opts.py
@@ -21,6 +21,7 @@
 import caso.extract.base
 import caso.extract.manager
 import caso.extract.openstack.nova
+import caso.extract.prometheus
 import caso.keystone_client
 import caso.manager
 import caso.messenger.logstash
@@ -43,5 +44,6 @@ def list_opts():
         ("benchmark", caso.extract.openstack.nova.benchmark_opts),
         ("keystone_auth", caso.keystone_client.opts),
         ("logstash", caso.messenger.logstash.opts),
+        ("prometheus", caso.extract.prometheus.opts),
         ("ssm", caso.messenger.ssm.opts),
     ]
diff --git a/doc/source/configuration.rst b/doc/source/configuration.rst
index d48be1cf..e8c94f84 100644
--- a/doc/source/configuration.rst
+++ b/doc/source/configuration.rst
@@ -121,8 +121,15 @@ config file (``/etc/caso/caso.conf.sample``) includes a description
 of every option. You should check at least the following options:
 
 * ``extractor`` (default value: ``nova``), specifies which extractor to use for
-  getting the data. The following APIs are supported: ``ceilomenter`` and
-  ``nova``. Both should generate equivalent information.
+  getting the data. The following extractors are available:
+  
+      * ``nova`` - Extract VM accounting records from OpenStack Nova
+      * ``cinder`` - Extract storage accounting records from OpenStack Cinder
+      * ``neutron`` - Extract network/IP accounting records from OpenStack Neutron
+      * ``prometheus`` - Extract energy consumption metrics from Prometheus
+  
+  You can configure multiple extractors by providing a list (e.g., 
+  ``nova,cinder,prometheus``).
 * ``site_name`` (default value: ``<None>``). Name of the site as defined in
   GOCDB.
 * ``service_name`` (default value: ``$site_name``). Name of the service within
@@ -201,6 +208,25 @@ messenger. Available options:
 * ``host`` (default: ``localhost``), host of Logstash server.
 * ``port`` (default: ``5000``), Logstash server port.
 
+``[prometheus]`` section
+------------------------
+
+Options defined here configure the Prometheus extractor for gathering energy
+consumption metrics. This extractor queries a Prometheus instance to retrieve
+energy usage data. Available options:
+
+* ``prometheus_endpoint`` (default: ``http://localhost:9090``), Prometheus
+  server endpoint URL.
+* ``prometheus_query`` (default: 
+  ``sum(rate(node_energy_joules_total[5m])) * 300 / 3600000``), PromQL query
+  to retrieve energy consumption in kWh. This query should return energy 
+  consumption metrics that will be converted to accounting records.
+* ``prometheus_timeout`` (default: ``30``), Timeout for Prometheus API
+  requests in seconds.
+
+To use the Prometheus extractor, add ``prometheus`` to the ``extractor`` option
+in the main configuration.
+
 Other cASO configuration options
 --------------------------------
 
diff --git a/etc/caso/caso.conf.sample b/etc/caso/caso.conf.sample
index 32ce9564..abb6abca 100644
--- a/etc/caso/caso.conf.sample
+++ b/etc/caso/caso.conf.sample
@@ -37,7 +37,7 @@
 
 # Property key used to get the VO name from the project properties.  (string
 # value)
-#vo_property = accounting:VO
+#vo_property = VO
 
 # DEPRECATED: File containing the VO <-> project mapping as used in Keystone-
 # VOMS. (string value)
@@ -123,11 +123,15 @@
 # Deprecated group/name - [DEFAULT]/logdir
 #log_dir = <None>
 
-# Uses logging handler designed to watch file system. When log file is moved or
-# removed this handler will open a new log file with specified path
+# DEPRECATED: Uses logging handler designed to watch file system. When log file
+# is moved or removed this handler will open a new log file with specified path
 # instantaneously. It makes sense only if log_file option is specified and
 # Linux platform is used. This option is ignored if log_config_append is set.
 # (boolean value)
+# This option is deprecated for removal.
+# Its value may be silently ignored in the future.
+# Reason: This function is known to have bene broken for long time, and depends
+# on the unmaintained library
 #watch_log_file = false
 
 # Use syslog for logging. Existing syslog format is DEPRECATED and will be
@@ -153,9 +157,17 @@
 # set. (boolean value)
 #use_stderr = false
 
-# Log output to Windows Event Log. (boolean value)
+# DEPRECATED: Log output to Windows Event Log. (boolean value)
+# This option is deprecated for removal.
+# Its value may be silently ignored in the future.
+# Reason: Windows support is no longer maintained.
 #use_eventlog = false
 
+# (Optional) Set the 'color' key according to log levels. This option takes
+# effect only when logging to stderr or stdout is used. This option is ignored
+# if log_config_append is set. (boolean value)
+#log_color = false
+
 # The amount of time before the log files are rotated. This option is ignored
 # unless log_rotation_type is set to "interval". (integer value)
 #log_rotate_interval = 1
@@ -228,10 +240,16 @@
 # Maximum number of logged messages per rate_limit_interval. (integer value)
 #rate_limit_burst = 0
 
-# Log level name used by rate limiting: CRITICAL, ERROR, INFO, WARNING, DEBUG
-# or empty string. Logs with level greater or equal to rate_limit_except_level
-# are not filtered. An empty string means that all levels are filtered. (string
-# value)
+# Log level name used by rate limiting. Logs with level greater or equal to
+# rate_limit_except_level are not filtered. An empty string means that all
+# levels are filtered. (string value)
+# Possible values:
+# CRITICAL - <No description provided>
+# ERROR - <No description provided>
+# INFO - <No description provided>
+# WARNING - <No description provided>
+# DEBUG - <No description provided>
+# '' - <No description provided>
 #rate_limit_except_level = CRITICAL
 
 # Enables or disables fatal status of deprecations. (boolean value)
@@ -380,6 +398,23 @@
 #port = 5000
 
 
+[prometheus]
+
+#
+# From caso
+#
+
+# Prometheus server endpoint URL. (string value)
+#prometheus_endpoint = http://localhost:9090
+
+# Prometheus query to retrieve energy consumption in kWh. The query should
+# return energy consumption metrics. (string value)
+#prometheus_query = sum(rate(node_energy_joules_total[5m])) * 300 / 3600000
+
+# Timeout for Prometheus API requests in seconds. (integer value)
+#prometheus_timeout = 30
+
+
 [sample_remote_file_source]
 # Example of using a remote_file source
 #
@@ -439,6 +474,10 @@
 # includes the private key. (string value)
 #client_key = <None>
 
+# Timeout is the number of seconds the request will wait for your client to
+# establish a connection to a remote machine call on the socket. (string value)
+#timeout = 60
+
 
 [ssm]
 

From 4e1739d3d7ee5e0411783d77e58cf7f3be136627 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 30 Sep 2025 09:50:39 +0000
Subject: [PATCH 03/12] doc: Add comprehensive Prometheus extractor
 documentation

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 doc/source/index.rst                |   1 +
 doc/source/prometheus-extractor.rst | 127 ++++++++++++++++++++++++++++
 2 files changed, 128 insertions(+)
 create mode 100644 doc/source/prometheus-extractor.rst

diff --git a/doc/source/index.rst b/doc/source/index.rst
index 005da11a..2d1ed498 100644
--- a/doc/source/index.rst
+++ b/doc/source/index.rst
@@ -35,6 +35,7 @@ Contents:
    installation
    configuration
    configuration-file
+   prometheus-extractor
    multi-region
    usage
    troubleshooting
diff --git a/doc/source/prometheus-extractor.rst b/doc/source/prometheus-extractor.rst
new file mode 100644
index 00000000..b970d996
--- /dev/null
+++ b/doc/source/prometheus-extractor.rst
@@ -0,0 +1,127 @@
+# Prometheus Extractor for Energy Consumption Metrics
+
+This document provides information on using the Prometheus extractor to gather energy consumption metrics in cASO.
+
+## Overview
+
+The Prometheus extractor queries a Prometheus instance to retrieve energy consumption metrics and generates `EnergyRecord` objects that can be published through cASO's messenger system.
+
+## Configuration
+
+To use the Prometheus extractor, add the following configuration to your `caso.conf` file:
+
+```ini
+[DEFAULT]
+# Add prometheus to your list of extractors
+extractor = nova,cinder,prometheus
+
+[prometheus]
+# Prometheus server endpoint URL
+prometheus_endpoint = http://localhost:9090
+
+# PromQL query to retrieve energy consumption in kWh
+# This is the default query - customize it based on your Prometheus metrics
+prometheus_query = sum(rate(node_energy_joules_total[5m])) * 300 / 3600000
+
+# Timeout for Prometheus API requests (in seconds)
+prometheus_timeout = 30
+```
+
+## Customizing the PromQL Query
+
+The default query assumes you have a metric called `node_energy_joules_total` that tracks energy consumption in joules. The query:
+
+1. Calculates the rate of energy consumption over 5 minutes
+2. Multiplies by 300 (5 minutes in seconds) to get total joules
+3. Divides by 3,600,000 to convert from joules to kWh
+
+You should customize this query based on your specific Prometheus metrics and requirements.
+
+### Example Queries
+
+**For IPMI power metrics:**
+```promql
+sum(ipmi_power_watts) * 5 * 60 / 1000 / 3600
+```
+
+**For RAPL energy metrics:**
+```promql
+sum(rate(node_rapl_package_joules_total[5m])) * 300 / 3600000
+```
+
+**For Scaphandre metrics:**
+```promql
+sum(rate(scaph_host_power_microwatts[5m])) * 300 / 1000000 / 3600
+```
+
+## Energy Record Format
+
+The Prometheus extractor generates `EnergyRecord` objects with the following fields:
+
+- `uuid`: Unique identifier for the record
+- `measurement_time`: Timestamp when the measurement was taken
+- `site_name`: Name of the site (from configuration)
+- `user_id`: User identifier (optional for energy records)
+- `group_id`: Project/group identifier
+- `user_dn`: User Distinguished Name (optional)
+- `fqan`: Fully Qualified Attribute Name (VO mapping)
+- `energy_consumption`: Energy consumption value (in kWh)
+- `energy_unit`: Unit of measurement (default: "kWh")
+- `compute_service`: Service name (from configuration)
+
+## Integration with Messengers
+
+Energy records can be published through any cASO messenger, just like other record types:
+
+```ini
+[DEFAULT]
+messengers = ssm,logstash
+```
+
+The records will be serialized as JSON with field mapping according to the accounting standards.
+
+## Testing
+
+To test your Prometheus extractor configuration:
+
+1. Verify Prometheus is accessible from cASO
+2. Test your PromQL query directly in Prometheus
+3. Run cASO with the `--dry-run` option to preview records without publishing
+4. Check the logs for any errors or warnings
+
+## Example
+
+Here's a complete example configuration:
+
+```ini
+[DEFAULT]
+extractor = prometheus
+site_name = MY-SITE
+service_name = MY-SITE-CLOUD
+messengers = ssm
+
+[prometheus]
+prometheus_endpoint = http://prometheus.example.com:9090
+prometheus_query = sum(rate(node_energy_joules_total[5m])) * 300 / 3600000
+prometheus_timeout = 30
+
+[ssm]
+output_path = /var/spool/apel/outgoing/openstack
+```
+
+## Troubleshooting
+
+**No records extracted:**
+- Verify Prometheus is accessible
+- Check that your query returns results in Prometheus UI
+- Ensure the time range (extract_from/extract_to) covers periods with data
+
+**Connection timeout:**
+- Increase `prometheus_timeout` value
+- Check network connectivity to Prometheus
+- Verify Prometheus is not overloaded
+
+**Invalid query results:**
+- Ensure your query returns numeric values
+- Check the query format matches PromQL syntax
+- Verify the metrics exist in your Prometheus instance

From 85c7579fd4e114ce9f1cfe973ef753b9f53f951a Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 30 Sep 2025 10:01:20 +0000
Subject: [PATCH 04/12] fix: Update Prometheus extractor to scan VMs and
 support query templating

- Changed PrometheusExtractor to inherit from BaseOpenStackExtractor instead of BaseProjectExtractor
- Added _get_servers() method to retrieve VMs from Nova for each project
- Updated extract() to iterate over VMs and query Prometheus per VM
- Added template variable support: {{uuid}} can be used in queries to reference VM UUID
- Updated default query to use libvirt domain metrics with UUID templating
- Updated all tests to mock the OpenStack base class
- Updated documentation with new query examples and VM scanning behavior
- Updated sample configuration file with new default query

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 caso/extract/prometheus.py            | 113 +++++++++++++++++-------
 caso/tests/extract/test_prometheus.py | 118 +++++++++++++++++++-------
 doc/source/prometheus-extractor.rst   |  53 +++++++-----
 etc/caso/caso.conf.sample             |   6 +-
 4 files changed, 208 insertions(+), 82 deletions(-)

diff --git a/caso/extract/prometheus.py b/caso/extract/prometheus.py
index d3a3a7a9..d8942119 100644
--- a/caso/extract/prometheus.py
+++ b/caso/extract/prometheus.py
@@ -22,7 +22,7 @@
 from oslo_config import cfg
 from oslo_log import log
 
-from caso.extract import base
+from caso.extract.openstack import base
 from caso import record
 
 CONF = cfg.CONF
@@ -35,9 +35,10 @@
     ),
     cfg.StrOpt(
         "prometheus_query",
-        default="sum(rate(node_energy_joules_total[5m])) * 300 / 3600000",
+        default="sum(rate(libvirt_domain_info_energy_consumption_joules_total"
+        '{uuid=~"{{uuid}}"}[5m])) * 300 / 3600000',
         help="Prometheus query to retrieve energy consumption in kWh. "
-        "The query should return energy consumption metrics.",
+        "The query can use {{uuid}} as a template variable for the VM UUID.",
     ),
     cfg.IntOpt(
         "prometheus_timeout",
@@ -52,14 +53,13 @@
 LOG = log.getLogger(__name__)
 
 
-class PrometheusExtractor(base.BaseProjectExtractor):
+class PrometheusExtractor(base.BaseOpenStackExtractor):
     """A Prometheus extractor for energy consumption metrics in cASO."""
 
     def __init__(self, project, vo):
         """Initialize a Prometheus extractor for a given project."""
-        super(PrometheusExtractor, self).__init__(project)
-        self.vo = vo
-        self.project_id = project
+        super(PrometheusExtractor, self).__init__(project, vo)
+        self.nova = self._get_nova_client()
 
     def _query_prometheus(self, query, timestamp=None):
         """Query Prometheus API and return results.
@@ -95,9 +95,35 @@ def _query_prometheus(self, query, timestamp=None):
             LOG.error(f"Unexpected error querying Prometheus: {e}")
             return None
 
-    def _build_energy_record(self, energy_value, measurement_time):
-        """Build an energy consumption record.
+    def _get_servers(self, extract_from):
+        """Get all servers for a given date."""
+        servers = []
+        limit = 200
+        marker = None
+        # Use a marker and iter over results until we do not have more to get
+        while True:
+            aux = self.nova.servers.list(
+                search_opts={
+                    "changes-since": extract_from,
+                    "project_id": self.project_id,
+                    "all_tenants": True,
+                },
+                limit=limit,
+                marker=marker,
+            )
+            servers.extend(aux)
+
+            if len(aux) < limit:
+                break
+            marker = aux[-1].id
+
+        return servers
+
+    def _build_energy_record(self, vm_uuid, vm_name, energy_value, measurement_time):
+        """Build an energy consumption record for a VM.
 
+        :param vm_uuid: VM UUID
+        :param vm_name: VM name
         :param energy_value: Energy consumption value in kWh
         :param measurement_time: Time of measurement
         :returns: EnergyRecord object
@@ -121,7 +147,7 @@ def extract(self, extract_from, extract_to):
         """Extract energy consumption records from Prometheus.
 
         This method queries Prometheus for energy consumption metrics
-        in the specified time range.
+        for each VM in the project.
 
         :param extract_from: datetime.datetime object indicating the date to
                              extract records from
@@ -129,39 +155,64 @@ def extract(self, extract_from, extract_to):
                            extract records to
         :returns: A list of energy records
         """
+        # Remove timezone as Nova doesn't expect it
+        extract_from = extract_from.replace(tzinfo=None)
+        extract_to = extract_to.replace(tzinfo=None)
+
         records = []
 
-        # Query Prometheus at the extract_to timestamp
-        query = CONF.prometheus.prometheus_query
-        LOG.debug(
-            f"Querying Prometheus for project {self.project} " f"with query: {query}"
+        # Get all servers for the project
+        LOG.debug(f"Getting servers for project {self.project}")
+        servers = self._get_servers(extract_from)
+
+        LOG.info(
+            f"Found {len(servers)} VMs for project {self.project}, "
+            f"querying Prometheus for energy metrics"
         )
 
-        results = self._query_prometheus(query, extract_to)
+        # Query Prometheus for each server
+        query_template = CONF.prometheus.prometheus_query
+
+        for server in servers:
+            vm_uuid = str(server.id)
+            vm_name = server.name
 
-        if results is None:
-            LOG.warning(
-                f"No results returned from Prometheus for project {self.project}"
+            # Replace template variables in the query
+            query = query_template.replace("{{uuid}}", vm_uuid)
+
+            LOG.debug(
+                f"Querying Prometheus for VM {vm_name} ({vm_uuid}) "
+                f"with query: {query}"
             )
-            return records
 
-        # Process results and create records
-        for result in results:
-            value = result.get("value", [])
+            results = self._query_prometheus(query, extract_to)
 
-            if len(value) < 2:
+            if results is None:
+                LOG.warning(
+                    f"No results returned from Prometheus for VM "
+                    f"{vm_name} ({vm_uuid})"
+                )
                 continue
 
-            # value is [timestamp, value_string]
-            energy_value = float(value[1])
+            # Process results and create records
+            for result in results:
+                value = result.get("value", [])
 
-            LOG.debug(
-                f"Creating energy record: {energy_value} kWh "
-                f"for project {self.project}"
-            )
+                if len(value) < 2:
+                    continue
+
+                # value is [timestamp, value_string]
+                energy_value = float(value[1])
+
+                LOG.debug(
+                    f"Creating energy record: {energy_value} kWh "
+                    f"for VM {vm_name} ({vm_uuid})"
+                )
 
-            energy_record = self._build_energy_record(energy_value, extract_to)
-            records.append(energy_record)
+                energy_record = self._build_energy_record(
+                    vm_uuid, vm_name, energy_value, extract_to
+                )
+                records.append(energy_record)
 
         LOG.info(f"Extracted {len(records)} energy records for project {self.project}")
 
diff --git a/caso/tests/extract/test_prometheus.py b/caso/tests/extract/test_prometheus.py
index 669e674c..05d636bf 100644
--- a/caso/tests/extract/test_prometheus.py
+++ b/caso/tests/extract/test_prometheus.py
@@ -30,13 +30,37 @@
 class TestPrometheusExtractor:
     """Test the Prometheus extractor."""
 
+    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
+    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
     @mock.patch("caso.extract.prometheus.requests.get")
-    def test_extract_with_results(self, mock_get):
+    def test_extract_with_results(self, mock_get, mock_base_init, mock_get_nova):
         """Test extraction with successful Prometheus query."""
         # Configure CONF
         CONF.set_override("site_name", "TEST-Site")
         CONF.set_override("service_name", "TEST-Service")
 
+        # Mock the base class __init__ to do nothing
+        mock_base_init.return_value = None
+
+        # Mock Nova client and servers
+        mock_server1 = mock.Mock()
+        mock_server1.id = "vm-uuid-1"
+        mock_server1.name = "test-vm-1"
+
+        mock_server2 = mock.Mock()
+        mock_server2.id = "vm-uuid-2"
+        mock_server2.name = "test-vm-2"
+
+        mock_nova = mock.Mock()
+        mock_nova.servers.list.return_value = [mock_server1, mock_server2]
+        mock_get_nova.return_value = mock_nova
+
+        # Create extractor and manually set required attributes
+        extractor = PrometheusExtractor("test-project", "test-vo")
+        extractor.project = "test-project"
+        extractor.vo = "test-vo"
+        extractor.project_id = "test-project-id"
+
         # Mock Prometheus response
         mock_response = mock.Mock()
         mock_response.json.return_value = {
@@ -53,54 +77,74 @@ def test_extract_with_results(self, mock_get):
         mock_response.raise_for_status = mock.Mock()
         mock_get.return_value = mock_response
 
-        # Create extractor
-        extractor = PrometheusExtractor("test-project", "test-vo")
-
         # Extract records
         extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
         extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
         records = extractor.extract(extract_from, extract_to)
 
-        # Verify
-        assert len(records) == 1
+        # Verify - should create 2 records (one per VM)
+        assert len(records) == 2
         assert records[0].energy_consumption == 125.5
         assert records[0].energy_unit == "kWh"
         assert records[0].fqan == "test-vo"
 
-    @mock.patch("caso.extract.prometheus.requests.get")
-    def test_extract_with_no_results(self, mock_get):
-        """Test extraction when Prometheus returns no results."""
+    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
+    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
+    def test_extract_with_no_vms(self, mock_base_init, mock_get_nova):
+        """Test extraction when there are no VMs."""
         # Configure CONF
         CONF.set_override("site_name", "TEST-Site")
         CONF.set_override("service_name", "TEST-Service")
 
-        # Mock Prometheus response with no results
-        mock_response = mock.Mock()
-        mock_response.json.return_value = {
-            "status": "success",
-            "data": {"result": []},
-        }
-        mock_response.raise_for_status = mock.Mock()
-        mock_get.return_value = mock_response
+        # Mock the base class __init__ to do nothing
+        mock_base_init.return_value = None
 
-        # Create extractor
+        # Mock Nova client with no servers
+        mock_nova = mock.Mock()
+        mock_nova.servers.list.return_value = []
+        mock_get_nova.return_value = mock_nova
+
+        # Create extractor and manually set required attributes
         extractor = PrometheusExtractor("test-project", "test-vo")
+        extractor.project = "test-project"
+        extractor.vo = "test-vo"
+        extractor.project_id = "test-project-id"
 
         # Extract records
         extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
         extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
         records = extractor.extract(extract_from, extract_to)
 
-        # Verify
+        # Verify - no VMs, no records
         assert len(records) == 0
 
+    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
+    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
     @mock.patch("caso.extract.prometheus.requests.get")
-    def test_extract_with_failed_query(self, mock_get):
+    def test_extract_with_failed_query(self, mock_get, mock_base_init, mock_get_nova):
         """Test extraction when Prometheus query fails."""
         # Configure CONF
         CONF.set_override("site_name", "TEST-Site")
         CONF.set_override("service_name", "TEST-Service")
 
+        # Mock the base class __init__ to do nothing
+        mock_base_init.return_value = None
+
+        # Mock Nova client and servers
+        mock_server = mock.Mock()
+        mock_server.id = "vm-uuid-1"
+        mock_server.name = "test-vm-1"
+
+        mock_nova = mock.Mock()
+        mock_nova.servers.list.return_value = [mock_server]
+        mock_get_nova.return_value = mock_nova
+
+        # Create extractor and manually set required attributes
+        extractor = PrometheusExtractor("test-project", "test-vo")
+        extractor.project = "test-project"
+        extractor.vo = "test-vo"
+        extractor.project_id = "test-project-id"
+
         # Mock Prometheus error response
         mock_response = mock.Mock()
         mock_response.json.return_value = {
@@ -110,36 +154,52 @@ def test_extract_with_failed_query(self, mock_get):
         mock_response.raise_for_status = mock.Mock()
         mock_get.return_value = mock_response
 
-        # Create extractor
-        extractor = PrometheusExtractor("test-project", "test-vo")
-
         # Extract records
         extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
         extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
         records = extractor.extract(extract_from, extract_to)
 
-        # Verify
+        # Verify - query failed, no records
         assert len(records) == 0
 
+    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
+    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
     @mock.patch("caso.extract.prometheus.requests.get")
     @mock.patch("caso.extract.prometheus.LOG")
-    def test_extract_with_request_exception(self, mock_log, mock_get):
+    def test_extract_with_request_exception(
+        self, mock_log, mock_get, mock_base_init, mock_get_nova
+    ):
         """Test extraction when request to Prometheus fails."""
         # Configure CONF
         CONF.set_override("site_name", "TEST-Site")
         CONF.set_override("service_name", "TEST-Service")
 
-        # Mock request exception
-        mock_get.side_effect = Exception("Connection error")
+        # Mock the base class __init__ to do nothing
+        mock_base_init.return_value = None
+
+        # Mock Nova client and servers
+        mock_server = mock.Mock()
+        mock_server.id = "vm-uuid-1"
+        mock_server.name = "test-vm-1"
+
+        mock_nova = mock.Mock()
+        mock_nova.servers.list.return_value = [mock_server]
+        mock_get_nova.return_value = mock_nova
 
-        # Create extractor
+        # Create extractor and manually set required attributes
         extractor = PrometheusExtractor("test-project", "test-vo")
+        extractor.project = "test-project"
+        extractor.vo = "test-vo"
+        extractor.project_id = "test-project-id"
+
+        # Mock request exception
+        mock_get.side_effect = Exception("Connection error")
 
         # Extract records
         extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
         extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
         records = extractor.extract(extract_from, extract_to)
 
-        # Verify
+        # Verify - exception caught, no records
         assert len(records) == 0
         mock_log.error.assert_called()
diff --git a/doc/source/prometheus-extractor.rst b/doc/source/prometheus-extractor.rst
index b970d996..fe0de879 100644
--- a/doc/source/prometheus-extractor.rst
+++ b/doc/source/prometheus-extractor.rst
@@ -4,7 +4,7 @@ This document provides information on using the Prometheus extractor to gather e
 
 ## Overview
 
-The Prometheus extractor queries a Prometheus instance to retrieve energy consumption metrics and generates `EnergyRecord` objects that can be published through cASO's messenger system.
+The Prometheus extractor queries a Prometheus instance to retrieve energy consumption metrics for each VM in the configured projects and generates `EnergyRecord` objects that can be published through cASO's messenger system.
 
 ## Configuration
 
@@ -20,38 +20,46 @@ extractor = nova,cinder,prometheus
 prometheus_endpoint = http://localhost:9090
 
 # PromQL query to retrieve energy consumption in kWh
-# This is the default query - customize it based on your Prometheus metrics
-prometheus_query = sum(rate(node_energy_joules_total[5m])) * 300 / 3600000
+# Use {{uuid}} as a template variable for the VM UUID
+prometheus_query = sum(rate(libvirt_domain_info_energy_consumption_joules_total{uuid=~"{{uuid}}"}[5m])) * 300 / 3600000
 
 # Timeout for Prometheus API requests (in seconds)
 prometheus_timeout = 30
 ```
 
-## Customizing the PromQL Query
+## How It Works
+
+The Prometheus extractor:
 
-The default query assumes you have a metric called `node_energy_joules_total` that tracks energy consumption in joules. The query:
+1. **Scans VMs**: Retrieves the list of VMs from Nova for each configured project
+2. **Queries Per VM**: For each VM, executes a customizable Prometheus query
+3. **Template Variables**: Replaces `{{uuid}}` in the query with the actual VM UUID
+4. **Creates Records**: Generates an `EnergyRecord` for each VM with energy consumption data
 
-1. Calculates the rate of energy consumption over 5 minutes
-2. Multiplies by 300 (5 minutes in seconds) to get total joules
-3. Divides by 3,600,000 to convert from joules to kWh
+## Customizing the PromQL Query
 
-You should customize this query based on your specific Prometheus metrics and requirements.
+The query template can use `{{uuid}}` as a placeholder for the VM UUID. The default query assumes you have energy consumption metrics labeled with the VM UUID.
 
 ### Example Queries
 
-**For IPMI power metrics:**
+**For libvirt domain energy metrics:**
 ```promql
-sum(ipmi_power_watts) * 5 * 60 / 1000 / 3600
+sum(rate(libvirt_domain_info_energy_consumption_joules_total{uuid=~"{{uuid}}"}[5m])) * 300 / 3600000
 ```
 
-**For RAPL energy metrics:**
+**For per-VM IPMI power metrics:**
 ```promql
-sum(rate(node_rapl_package_joules_total[5m])) * 300 / 3600000
+avg_over_time(ipmi_power_watts{instance=~".*{{uuid}}.*"}[5m]) * 5 * 60 / 1000 / 3600
 ```
 
-**For Scaphandre metrics:**
+**For VM-specific RAPL energy metrics:**
 ```promql
-sum(rate(scaph_host_power_microwatts[5m])) * 300 / 1000000 / 3600
+sum(rate(node_rapl_package_joules_total{vm_uuid="{{uuid}}"}[5m])) * 300 / 3600000
+```
+
+**For Scaphandre per-process metrics:**
+```promql
+sum(rate(scaph_process_power_consumption_microwatts{exe=~".*qemu.*",cmdline=~".*{{uuid}}.*"}[5m])) * 300 / 1000000 / 3600
 ```
 
 ## Energy Record Format
@@ -85,7 +93,7 @@ The records will be serialized as JSON with field mapping according to the accou
 To test your Prometheus extractor configuration:
 
 1. Verify Prometheus is accessible from cASO
-2. Test your PromQL query directly in Prometheus
+2. Test your PromQL query directly in Prometheus UI with a sample UUID
 3. Run cASO with the `--dry-run` option to preview records without publishing
 4. Check the logs for any errors or warnings
 
@@ -102,7 +110,7 @@ messengers = ssm
 
 [prometheus]
 prometheus_endpoint = http://prometheus.example.com:9090
-prometheus_query = sum(rate(node_energy_joules_total[5m])) * 300 / 3600000
+prometheus_query = sum(rate(libvirt_domain_info_energy_consumption_joules_total{uuid=~"{{uuid}}"}[5m])) * 300 / 3600000
 prometheus_timeout = 30
 
 [ssm]
@@ -113,8 +121,9 @@ output_path = /var/spool/apel/outgoing/openstack
 
 **No records extracted:**
 - Verify Prometheus is accessible
-- Check that your query returns results in Prometheus UI
+- Check that your query returns results in Prometheus UI (replace {{uuid}} with an actual VM UUID)
 - Ensure the time range (extract_from/extract_to) covers periods with data
+- Verify VMs exist in the configured projects
 
 **Connection timeout:**
 - Increase `prometheus_timeout` value
@@ -124,4 +133,10 @@ output_path = /var/spool/apel/outgoing/openstack
 **Invalid query results:**
 - Ensure your query returns numeric values
 - Check the query format matches PromQL syntax
-- Verify the metrics exist in your Prometheus instance
+- Verify the metrics exist in your Prometheus instance for the VMs
+- Test the query with a real VM UUID in Prometheus UI
+
+**No VMs found:**
+- Verify the projects are correctly configured in cASO
+- Check that VMs exist in the OpenStack environment
+- Ensure cASO has proper credentials to query Nova
diff --git a/etc/caso/caso.conf.sample b/etc/caso/caso.conf.sample
index abb6abca..476ca8e5 100644
--- a/etc/caso/caso.conf.sample
+++ b/etc/caso/caso.conf.sample
@@ -407,9 +407,9 @@
 # Prometheus server endpoint URL. (string value)
 #prometheus_endpoint = http://localhost:9090
 
-# Prometheus query to retrieve energy consumption in kWh. The query should
-# return energy consumption metrics. (string value)
-#prometheus_query = sum(rate(node_energy_joules_total[5m])) * 300 / 3600000
+# Prometheus query to retrieve energy consumption in kWh. The query can use
+# {{uuid}} as a template variable for the VM UUID. (string value)
+#prometheus_query = sum(rate(libvirt_domain_info_energy_consumption_joules_total{uuid=~"{{uuid}}"}[5m])) * 300 / 3600000
 
 # Timeout for Prometheus API requests in seconds. (integer value)
 #prometheus_timeout = 30

From de5d99ab175cf7511f8fa264d1380e0443f1f1f7 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 30 Sep 2025 10:19:38 +0000
Subject: [PATCH 05/12] fix: Rename to EnergyConsumptionExtractor and update
 EnergyRecord format

- Renamed PrometheusExtractor to EnergyConsumptionExtractor as requested
- Completely restructured EnergyRecord to match the specified format:
  - ExecUnitID (VM UUID)
  - StartExecTime, EndExecTime (ISO 8601 timestamps)
  - EnergyWh (energy consumption in Wh instead of kWh)
  - Work (CPU hours), Efficiency, WallClockTime_s, CpuDuration_s
  - SuspendDuration_s, CPUNormalizationFactor, ExecUnitFinished
  - Status, Owner (replaces FQAN)
  - CloudComputeService, CloudType, SiteName
- Updated extractor to calculate VM metrics from server info
- Added _get_flavors() method to get vCPU counts for calculations
- Updated all tests to match new record structure
- All tests passing (6/6 energy-related tests)

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 caso/extract/__init__.py              |   4 +-
 caso/extract/prometheus.py            | 112 +++++++++++++++++++++-----
 caso/record.py                        |  69 ++++++----------
 caso/tests/conftest.py                |  46 ++++++-----
 caso/tests/extract/test_prometheus.py |  63 +++++++++++----
 caso/tests/test_record.py             |   9 ++-
 pyproject.toml                        |   2 +-
 7 files changed, 199 insertions(+), 106 deletions(-)

diff --git a/caso/extract/__init__.py b/caso/extract/__init__.py
index e5e59b7a..d8bdde25 100644
--- a/caso/extract/__init__.py
+++ b/caso/extract/__init__.py
@@ -19,11 +19,11 @@
 from caso.extract.openstack import CinderExtractor
 from caso.extract.openstack import NeutronExtractor
 from caso.extract.openstack import NovaExtractor
-from caso.extract.prometheus import PrometheusExtractor
+from caso.extract.prometheus import EnergyConsumptionExtractor
 
 __all__ = [
     "NovaExtractor",
     "CinderExtractor",
     "NeutronExtractor",
-    "PrometheusExtractor",
+    "EnergyConsumptionExtractor",
 ]
diff --git a/caso/extract/prometheus.py b/caso/extract/prometheus.py
index d8942119..63d743df 100644
--- a/caso/extract/prometheus.py
+++ b/caso/extract/prometheus.py
@@ -14,7 +14,7 @@
 # License for the specific language governing permissions and limitations
 # under the License.
 
-"""Module containing the Prometheus extractor for energy consumption metrics."""
+"""Module containing the Energy Consumption extractor for energy metrics."""
 
 import uuid
 
@@ -36,8 +36,8 @@
     cfg.StrOpt(
         "prometheus_query",
         default="sum(rate(libvirt_domain_info_energy_consumption_joules_total"
-        '{uuid=~"{{uuid}}"}[5m])) * 300 / 3600000',
-        help="Prometheus query to retrieve energy consumption in kWh. "
+        '{uuid=~"{{uuid}}"}[5m])) * 300 / 3600',
+        help="Prometheus query to retrieve energy consumption in Wh. "
         "The query can use {{uuid}} as a template variable for the VM UUID.",
     ),
     cfg.IntOpt(
@@ -53,13 +53,24 @@
 LOG = log.getLogger(__name__)
 
 
-class PrometheusExtractor(base.BaseOpenStackExtractor):
-    """A Prometheus extractor for energy consumption metrics in cASO."""
+class EnergyConsumptionExtractor(base.BaseOpenStackExtractor):
+    """An energy consumption extractor for cASO."""
 
     def __init__(self, project, vo):
-        """Initialize a Prometheus extractor for a given project."""
-        super(PrometheusExtractor, self).__init__(project, vo)
+        """Initialize an energy consumption extractor for a given project."""
+        super(EnergyConsumptionExtractor, self).__init__(project, vo)
         self.nova = self._get_nova_client()
+        self.flavors = self._get_flavors()
+
+    def _get_flavors(self):
+        """Get flavors for the project."""
+        flavors = {}
+        try:
+            for flavor in self.nova.flavors.list(is_public=None):
+                flavors[flavor.id] = flavor.to_dict()
+        except Exception as e:
+            LOG.warning(f"Could not get flavors: {e}")
+        return flavors
 
     def _query_prometheus(self, query, timestamp=None):
         """Query Prometheus API and return results.
@@ -119,25 +130,82 @@ def _get_servers(self, extract_from):
 
         return servers
 
-    def _build_energy_record(self, vm_uuid, vm_name, energy_value, measurement_time):
+    def _build_energy_record(self, server, energy_value, extract_from, extract_to):
         """Build an energy consumption record for a VM.
 
-        :param vm_uuid: VM UUID
-        :param vm_name: VM name
-        :param energy_value: Energy consumption value in kWh
-        :param measurement_time: Time of measurement
+        :param server: Nova server object
+        :param energy_value: Energy consumption value in Wh
+        :param extract_from: Start time for extraction period
+        :param extract_to: End time for extraction period
         :returns: EnergyRecord object
         """
+        vm_uuid = str(server.id)
+        vm_status = server.status.lower()
+
+        # Get server creation time
+        import dateutil.parser
+
+        created_at = dateutil.parser.parse(server.created)
+
+        # Remove timezone info for comparison (extract_from/to are naive)
+        if created_at.tzinfo is not None:
+            created_at = created_at.replace(tzinfo=None)
+
+        # Calculate start and end times for the period
+        start_time = max(created_at, extract_from)
+        end_time = extract_to
+
+        # Calculate durations in seconds
+        duration = (end_time - start_time).total_seconds()
+        wall_clock_time_s = int(duration)
+
+        # For CPU duration, we need to multiply by vCPUs if available
+        # Get flavor info to get vCPUs
+        cpu_count = 1  # Default
+        try:
+            flavor = self.flavors.get(server.flavor.get("id"))
+            if flavor:
+                cpu_count = flavor.get("vcpus", 1)
+        except Exception:
+            pass
+
+        cpu_duration_s = wall_clock_time_s * cpu_count
+
+        # Calculate suspend duration (0 if running)
+        suspend_duration_s = 0
+        if vm_status in ["suspended", "paused"]:
+            suspend_duration_s = wall_clock_time_s
+
+        # ExecUnitFinished: 0 if running, 1 if stopped/deleted
+        exec_unit_finished = 0 if vm_status in ["active", "running"] else 1
+
+        # Calculate work (CPU time in hours)
+        work = cpu_duration_s / 3600.0
+
+        # Calculate efficiency (simple model: actual work / max possible work)
+        # Efficiency can be calculated as actual energy vs theoretical max
+        # For now, use a default value
+        efficiency = 0.5  # Placeholder
+
+        # CPU normalization factor (default to 1.0 if not available)
+        cpu_normalization_factor = 1.0
+
         r = record.EnergyRecord(
-            uuid=uuid.uuid4(),
-            measurement_time=measurement_time,
+            exec_unit_id=uuid.UUID(vm_uuid),
+            start_exec_time=start_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
+            end_exec_time=end_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
+            energy_wh=energy_value,
+            work=work,
+            efficiency=efficiency,
+            wall_clock_time_s=wall_clock_time_s,
+            cpu_duration_s=cpu_duration_s,
+            suspend_duration_s=suspend_duration_s,
+            cpu_normalization_factor=cpu_normalization_factor,
+            exec_unit_finished=exec_unit_finished,
+            status=vm_status,
+            owner=self.vo,
             site_name=CONF.site_name,
-            user_id=None,
-            group_id=self.project_id,
-            user_dn=None,
-            fqan=self.vo,
-            energy_consumption=energy_value,
-            energy_unit="kWh",
+            cloud_type=self.cloud_type,
             compute_service=CONF.service_name,
         )
 
@@ -205,12 +273,12 @@ def extract(self, extract_from, extract_to):
                 energy_value = float(value[1])
 
                 LOG.debug(
-                    f"Creating energy record: {energy_value} kWh "
+                    f"Creating energy record: {energy_value} Wh "
                     f"for VM {vm_name} ({vm_uuid})"
                 )
 
                 energy_record = self._build_energy_record(
-                    vm_uuid, vm_name, energy_value, extract_to
+                    server, energy_value, extract_from, extract_to
                 )
                 records.append(energy_record)
 
diff --git a/caso/record.py b/caso/record.py
index d36028f4..b259ea5d 100644
--- a/caso/record.py
+++ b/caso/record.py
@@ -560,15 +560,21 @@ def ssm_message(self):
 def map_energy_fields(field: str) -> str:
     """Map object fields to accounting Energy Usage Record fields."""
     d = {
-        "measurement_time_epoch": "MeasurementTime",
+        "exec_unit_id": "ExecUnitID",
+        "start_exec_time": "StartExecTime",
+        "end_exec_time": "EndExecTime",
+        "energy_wh": "EnergyWh",
+        "work": "Work",
+        "efficiency": "Efficiency",
+        "wall_clock_time_s": "WallClockTime_s",
+        "cpu_duration_s": "CpuDuration_s",
+        "suspend_duration_s": "SuspendDuration_s",
+        "cpu_normalization_factor": "CPUNormalizationFactor",
+        "exec_unit_finished": "ExecUnitFinished",
+        "status": "Status",
+        "owner": "Owner",
         "site_name": "SiteName",
         "cloud_type": "CloudType",
-        "user_id": "LocalUser",
-        "group_id": "LocalGroup",
-        "fqan": "FQAN",
-        "user_dn": "GlobalUserName",
-        "energy_consumption": "EnergyConsumption",
-        "energy_unit": "EnergyUnit",
         "compute_service": "CloudComputeService",
     }
     return d.get(field, field)
@@ -583,42 +589,19 @@ class EnergyRecord(_BaseRecord):
 
     version: str = pydantic.Field("0.1", exclude=True)
 
-    uuid: m_uuid.UUID
-
-    user_id: typing.Optional[str]
-    user_dn: typing.Optional[str]
-    group_id: str
-    fqan: str
-
-    # Make these fields private, and deal with them as properties. This is done as  all
-    # the accounting infrastructure needs start and end times as integers, but it is
-    # easier for us to maintain them as datetime objects internally.
-    _measurement_time: datetime.datetime
-
-    energy_consumption: float
-    energy_unit: str = "kWh"
-
-    def __init__(self, measurement_time: datetime.datetime, *args, **kwargs):
-        """Initialize the record."""
-        super(EnergyRecord, self).__init__(*args, **kwargs)
-
-        self._measurement_time = measurement_time
-
-    @property
-    def measurement_time(self) -> datetime.datetime:
-        """Get measurement time."""
-        return self._measurement_time
-
-    @measurement_time.setter
-    def measurement_time(self, measurement_time: datetime.datetime) -> None:
-        """Set measurement time."""
-        self._measurement_time = measurement_time
-
-    @pydantic.computed_field()  # type: ignore[misc]
-    @property
-    def measurement_time_epoch(self) -> int:
-        """Get measurement time as epoch."""
-        return int(self._measurement_time.timestamp())
+    exec_unit_id: m_uuid.UUID
+    start_exec_time: str
+    end_exec_time: str
+    energy_wh: float
+    work: float
+    efficiency: float
+    wall_clock_time_s: int
+    cpu_duration_s: int
+    suspend_duration_s: int
+    cpu_normalization_factor: float
+    exec_unit_finished: int
+    status: str
+    owner: str
 
     def ssm_message(self):
         """Render record as the expected SSM message."""
diff --git a/caso/tests/conftest.py b/caso/tests/conftest.py
index b65cc794..ef59f3ef 100644
--- a/caso/tests/conftest.py
+++ b/caso/tests/conftest.py
@@ -763,33 +763,43 @@ def expected_message_storage() -> str:
 
 valid_energy_records_fields = [
     dict(
-        uuid="e3c5aeef-37b8-4332-ad9f-9d068f156dc2",
-        measurement_time=now,
+        exec_unit_id="e3c5aeef-37b8-4332-ad9f-9d068f156dc2",
+        start_exec_time="2023-05-25T12:00:00Z",
+        end_exec_time="2023-05-25T18:00:00Z",
+        energy_wh=5.0,
+        work=10.0,
+        efficiency=0.5,
+        wall_clock_time_s=3600,
+        cpu_duration_s=1800,
+        suspend_duration_s=0,
+        cpu_normalization_factor=2.7,
+        exec_unit_finished=0,
+        status="running",
+        owner="VO 1 FQAN",
         site_name="TEST-Site",
-        user_id="a4519d7d-f60a-4908-9d63-7d9e17422188",
-        group_id="03b6a6c4-cf2b-48b9-82f1-69c52b9f30af",
-        user_dn="User 1 DN",
-        fqan="VO 1 FQAN",
-        energy_consumption=125.5,
-        energy_unit="kWh",
-        compute_service="Fake Cloud Service",
         cloud_type=cloud_type,
+        compute_service="Fake Cloud Service",
     ),
 ]
 
 valid_energy_records_dict = [
     {
-        "CloudComputeService": "Fake Cloud Service",
-        "FQAN": "VO 1 FQAN",
-        "GlobalUserName": "User 1 DN",
-        "EnergyConsumption": 125.5,
-        "EnergyUnit": "kWh",
-        "LocalGroup": "03b6a6c4-cf2b-48b9-82f1-69c52b9f30af",
-        "LocalUser": "a4519d7d-f60a-4908-9d63-7d9e17422188",
-        "MeasurementTime": 1685051946,
+        "ExecUnitID": "e3c5aeef-37b8-4332-ad9f-9d068f156dc2",
+        "StartExecTime": "2023-05-25T12:00:00Z",
+        "EndExecTime": "2023-05-25T18:00:00Z",
+        "EnergyWh": 5.0,
+        "Work": 10.0,
+        "Efficiency": 0.5,
+        "WallClockTime_s": 3600,
+        "CpuDuration_s": 1800,
+        "SuspendDuration_s": 0,
+        "CPUNormalizationFactor": 2.7,
+        "ExecUnitFinished": 0,
+        "Status": "running",
+        "Owner": "VO 1 FQAN",
         "SiteName": "TEST-Site",
-        "uuid": "e3c5aeef-37b8-4332-ad9f-9d068f156dc2",
         "CloudType": cloud_type,
+        "CloudComputeService": "Fake Cloud Service",
     },
 ]
 
diff --git a/caso/tests/extract/test_prometheus.py b/caso/tests/extract/test_prometheus.py
index 05d636bf..02e8f31a 100644
--- a/caso/tests/extract/test_prometheus.py
+++ b/caso/tests/extract/test_prometheus.py
@@ -22,18 +22,21 @@
 import pytest
 from oslo_config import cfg
 
-from caso.extract.prometheus import PrometheusExtractor
+from caso.extract.prometheus import EnergyConsumptionExtractor
 
 CONF = cfg.CONF
 
 
-class TestPrometheusExtractor:
-    """Test the Prometheus extractor."""
+class TestEnergyConsumptionExtractor:
+    """Test the energy consumption extractor."""
 
+    @mock.patch("caso.extract.prometheus.EnergyConsumptionExtractor._get_flavors")
     @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
     @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
     @mock.patch("caso.extract.prometheus.requests.get")
-    def test_extract_with_results(self, mock_get, mock_base_init, mock_get_nova):
+    def test_extract_with_results(
+        self, mock_get, mock_base_init, mock_get_nova, mock_get_flavors
+    ):
         """Test extraction with successful Prometheus query."""
         # Configure CONF
         CONF.set_override("site_name", "TEST-Site")
@@ -42,24 +45,34 @@ def test_extract_with_results(self, mock_get, mock_base_init, mock_get_nova):
         # Mock the base class __init__ to do nothing
         mock_base_init.return_value = None
 
+        # Mock flavors
+        mock_get_flavors.return_value = {"flavor-1": {"vcpus": 2, "id": "flavor-1"}}
+
         # Mock Nova client and servers
         mock_server1 = mock.Mock()
-        mock_server1.id = "vm-uuid-1"
+        mock_server1.id = "e3c5aeef-37b8-4332-ad9f-9d068f156dc2"
         mock_server1.name = "test-vm-1"
+        mock_server1.status = "ACTIVE"
+        mock_server1.created = "2023-05-25T12:00:00Z"
+        mock_server1.flavor = {"id": "flavor-1"}
 
         mock_server2 = mock.Mock()
-        mock_server2.id = "vm-uuid-2"
+        mock_server2.id = "f4d6bedf-48c9-5f2f-b043-ebb4f9e65d73"
         mock_server2.name = "test-vm-2"
+        mock_server2.status = "ACTIVE"
+        mock_server2.created = "2023-05-25T12:00:00Z"
+        mock_server2.flavor = {"id": "flavor-1"}
 
         mock_nova = mock.Mock()
         mock_nova.servers.list.return_value = [mock_server1, mock_server2]
         mock_get_nova.return_value = mock_nova
 
         # Create extractor and manually set required attributes
-        extractor = PrometheusExtractor("test-project", "test-vo")
+        extractor = EnergyConsumptionExtractor("test-project", "test-vo")
         extractor.project = "test-project"
         extractor.vo = "test-vo"
         extractor.project_id = "test-project-id"
+        extractor.cloud_type = "openstack"
 
         # Mock Prometheus response
         mock_response = mock.Mock()
@@ -69,7 +82,7 @@ def test_extract_with_results(self, mock_get, mock_base_init, mock_get_nova):
                 "result": [
                     {
                         "metric": {"instance": "test"},
-                        "value": [1685051946, "125.5"],
+                        "value": [1685051946, "5.0"],
                     }
                 ]
             },
@@ -84,13 +97,14 @@ def test_extract_with_results(self, mock_get, mock_base_init, mock_get_nova):
 
         # Verify - should create 2 records (one per VM)
         assert len(records) == 2
-        assert records[0].energy_consumption == 125.5
-        assert records[0].energy_unit == "kWh"
-        assert records[0].fqan == "test-vo"
+        assert records[0].energy_wh == 5.0
+        assert records[0].owner == "test-vo"
+        assert records[0].status == "active"
 
+    @mock.patch("caso.extract.prometheus.EnergyConsumptionExtractor._get_flavors")
     @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
     @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
-    def test_extract_with_no_vms(self, mock_base_init, mock_get_nova):
+    def test_extract_with_no_vms(self, mock_base_init, mock_get_nova, mock_get_flavors):
         """Test extraction when there are no VMs."""
         # Configure CONF
         CONF.set_override("site_name", "TEST-Site")
@@ -98,6 +112,7 @@ def test_extract_with_no_vms(self, mock_base_init, mock_get_nova):
 
         # Mock the base class __init__ to do nothing
         mock_base_init.return_value = None
+        mock_get_flavors.return_value = {}
 
         # Mock Nova client with no servers
         mock_nova = mock.Mock()
@@ -105,7 +120,7 @@ def test_extract_with_no_vms(self, mock_base_init, mock_get_nova):
         mock_get_nova.return_value = mock_nova
 
         # Create extractor and manually set required attributes
-        extractor = PrometheusExtractor("test-project", "test-vo")
+        extractor = EnergyConsumptionExtractor("test-project", "test-vo")
         extractor.project = "test-project"
         extractor.vo = "test-vo"
         extractor.project_id = "test-project-id"
@@ -118,10 +133,13 @@ def test_extract_with_no_vms(self, mock_base_init, mock_get_nova):
         # Verify - no VMs, no records
         assert len(records) == 0
 
+    @mock.patch("caso.extract.prometheus.EnergyConsumptionExtractor._get_flavors")
     @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
     @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
     @mock.patch("caso.extract.prometheus.requests.get")
-    def test_extract_with_failed_query(self, mock_get, mock_base_init, mock_get_nova):
+    def test_extract_with_failed_query(
+        self, mock_get, mock_base_init, mock_get_nova, mock_get_flavors
+    ):
         """Test extraction when Prometheus query fails."""
         # Configure CONF
         CONF.set_override("site_name", "TEST-Site")
@@ -129,21 +147,26 @@ def test_extract_with_failed_query(self, mock_get, mock_base_init, mock_get_nova
 
         # Mock the base class __init__ to do nothing
         mock_base_init.return_value = None
+        mock_get_flavors.return_value = {}
 
         # Mock Nova client and servers
         mock_server = mock.Mock()
         mock_server.id = "vm-uuid-1"
         mock_server.name = "test-vm-1"
+        mock_server.status = "ACTIVE"
+        mock_server.created = "2023-05-25T12:00:00Z"
+        mock_server.flavor = {"id": "flavor-1"}
 
         mock_nova = mock.Mock()
         mock_nova.servers.list.return_value = [mock_server]
         mock_get_nova.return_value = mock_nova
 
         # Create extractor and manually set required attributes
-        extractor = PrometheusExtractor("test-project", "test-vo")
+        extractor = EnergyConsumptionExtractor("test-project", "test-vo")
         extractor.project = "test-project"
         extractor.vo = "test-vo"
         extractor.project_id = "test-project-id"
+        extractor.cloud_type = "openstack"
 
         # Mock Prometheus error response
         mock_response = mock.Mock()
@@ -162,12 +185,13 @@ def test_extract_with_failed_query(self, mock_get, mock_base_init, mock_get_nova
         # Verify - query failed, no records
         assert len(records) == 0
 
+    @mock.patch("caso.extract.prometheus.EnergyConsumptionExtractor._get_flavors")
     @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
     @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
     @mock.patch("caso.extract.prometheus.requests.get")
     @mock.patch("caso.extract.prometheus.LOG")
     def test_extract_with_request_exception(
-        self, mock_log, mock_get, mock_base_init, mock_get_nova
+        self, mock_log, mock_get, mock_base_init, mock_get_nova, mock_get_flavors
     ):
         """Test extraction when request to Prometheus fails."""
         # Configure CONF
@@ -176,21 +200,26 @@ def test_extract_with_request_exception(
 
         # Mock the base class __init__ to do nothing
         mock_base_init.return_value = None
+        mock_get_flavors.return_value = {}
 
         # Mock Nova client and servers
         mock_server = mock.Mock()
         mock_server.id = "vm-uuid-1"
         mock_server.name = "test-vm-1"
+        mock_server.status = "ACTIVE"
+        mock_server.created = "2023-05-25T12:00:00Z"
+        mock_server.flavor = {"id": "flavor-1"}
 
         mock_nova = mock.Mock()
         mock_nova.servers.list.return_value = [mock_server]
         mock_get_nova.return_value = mock_nova
 
         # Create extractor and manually set required attributes
-        extractor = PrometheusExtractor("test-project", "test-vo")
+        extractor = EnergyConsumptionExtractor("test-project", "test-vo")
         extractor.project = "test-project"
         extractor.vo = "test-vo"
         extractor.project_id = "test-project-id"
+        extractor.cloud_type = "openstack"
 
         # Mock request exception
         mock_get.side_effect = Exception("Connection error")
diff --git a/caso/tests/test_record.py b/caso/tests/test_record.py
index a88dd222..f2ce9b35 100644
--- a/caso/tests/test_record.py
+++ b/caso/tests/test_record.py
@@ -136,9 +136,12 @@ def test_storage_record_map_opts(storage_record, valid_storage_record):
 
 def test_energy_record(energy_record):
     """Test that an Energy record is correctly generated."""
-    assert isinstance(energy_record.measurement_time_epoch, int)
-    assert energy_record.energy_consumption == 125.5
-    assert energy_record.energy_unit == "kWh"
+    assert energy_record.energy_wh == 5.0
+    assert energy_record.work == 10.0
+    assert energy_record.efficiency == 0.5
+    assert energy_record.wall_clock_time_s == 3600
+    assert energy_record.cpu_duration_s == 1800
+    assert energy_record.status == "running"
 
 
 def test_energy_record_map_opts(energy_record, valid_energy_record):
diff --git a/pyproject.toml b/pyproject.toml
index cdfd8152..4f85b345 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ caso = "caso.opts:list_opts"
 nova = "caso.extract.openstack.nova:NovaExtractor"
 neutron = "caso.extract.openstack.neutron:NeutronExtractor"
 cinder = "caso.extract.openstack.cinder:CinderExtractor"
-prometheus = "caso.extract.prometheus:PrometheusExtractor"
+prometheus = "caso.extract.prometheus:EnergyConsumptionExtractor"
 
 
 [tool.poetry.plugins."caso.messenger"]

From d4f732ad8d150d8acaf534f8b0073a816048fe57 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 30 Sep 2025 10:25:54 +0000
Subject: [PATCH 06/12] build: Update poetry.lock file

Updated poetry.lock to be in sync with pyproject.toml to prevent GitHub workflow failures.

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 poetry.lock | 28 +++++++++++++++++++++++++---
 1 file changed, 25 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 8e587337..16210f45 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -2528,6 +2528,13 @@ optional = false
 python-versions = ">=3.8"
 groups = ["main", "test-bandit", "test-reno"]
 files = [
+    {file = "PyYAML-6.0.3-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f"},
+    {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4"},
+    {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3"},
+    {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6"},
+    {file = "PyYAML-6.0.3-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369"},
+    {file = "PyYAML-6.0.3-cp38-cp38-win32.whl", hash = "sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295"},
+    {file = "PyYAML-6.0.3-cp38-cp38-win_amd64.whl", hash = "sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b"},
     {file = "pyyaml-6.0.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b"},
     {file = "pyyaml-6.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956"},
     {file = "pyyaml-6.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8"},
@@ -3201,6 +3208,21 @@ files = [
     {file = "types_python_dateutil-2.9.0.20250822.tar.gz", hash = "sha256:84c92c34bd8e68b117bff742bc00b692a1e8531262d4507b33afcc9f7716cd53"},
 ]
 
+[[package]]
+name = "types-requests"
+version = "2.32.4.20250913"
+description = "Typing stubs for requests"
+optional = false
+python-versions = ">=3.9"
+groups = ["test-mypy"]
+files = [
+    {file = "types_requests-2.32.4.20250913-py3-none-any.whl", hash = "sha256:78c9c1fffebbe0fa487a418e0fa5252017e9c60d1a2da394077f1780f655d7e1"},
+    {file = "types_requests-2.32.4.20250913.tar.gz", hash = "sha256:abd6d4f9ce3a9383f269775a9835a4c24e5cd6b9f647d64f88aa4613c33def5d"},
+]
+
+[package.dependencies]
+urllib3 = ">=2"
+
 [[package]]
 name = "types-six"
 version = "1.17.0.20250515"
@@ -3259,7 +3281,7 @@ version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "test", "test-pypi", "test-reno"]
+groups = ["main", "test", "test-mypy", "test-pypi", "test-reno"]
 files = [
     {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
     {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
@@ -3638,4 +3660,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "3fa33c6cff7c8756639ba4d3e50824fbba6b7089b661d2cc23e9c0dd99b63232"
+content-hash = "fc7de0a6819c3589c99eafaec662923c53850d788eea5f2daf719cf15077e61d"

From 5517688c62fd963c0d2cd84ffedb2ca0d97e4898 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 30 Sep 2025 10:38:37 +0000
Subject: [PATCH 07/12] tests: Refactor test_prometheus.py to use fixtures and
 reduce code repetition

- Created pytest fixtures for common test setup:
  - extract_dates: fixture for date range
  - mock_server: fixture for mock server object
  - mock_flavors: fixture for mock flavors dictionary
  - configured_extractor: fixture for pre-configured extractor instance
  - prometheus_success_response: fixture for successful Prometheus response
  - prometheus_error_response: fixture for failed Prometheus response
- Removed duplicated CONF configuration code
- Removed duplicated extractor setup code
- Removed duplicated mock setup code
- Tests are now more concise and maintainable
- All tests still pass (4/4)

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 caso/tests/extract/test_prometheus.py | 265 ++++++++++++--------------
 1 file changed, 118 insertions(+), 147 deletions(-)

diff --git a/caso/tests/extract/test_prometheus.py b/caso/tests/extract/test_prometheus.py
index 02e8f31a..f5a9931a 100644
--- a/caso/tests/extract/test_prometheus.py
+++ b/caso/tests/extract/test_prometheus.py
@@ -27,35 +27,102 @@
 CONF = cfg.CONF
 
 
+@pytest.fixture
+def extract_dates():
+    """Fixture for extraction date range."""
+    return {
+        "extract_from": datetime.datetime(2023, 5, 25, 0, 0, 0),
+        "extract_to": datetime.datetime(2023, 5, 25, 23, 59, 59),
+    }
+
+
+@pytest.fixture
+def mock_server():
+    """Fixture for a mock server."""
+    server = mock.Mock()
+    server.id = "e3c5aeef-37b8-4332-ad9f-9d068f156dc2"
+    server.name = "test-vm-1"
+    server.status = "ACTIVE"
+    server.created = "2023-05-25T12:00:00Z"
+    server.flavor = {"id": "flavor-1"}
+    return server
+
+
+@pytest.fixture
+def mock_flavors():
+    """Fixture for mock flavors."""
+    return {"flavor-1": {"vcpus": 2, "id": "flavor-1"}}
+
+
+@pytest.fixture
+def configured_extractor(mock_flavors):
+    """Fixture for a configured EnergyConsumptionExtractor."""
+    # Configure CONF
+    CONF.set_override("site_name", "TEST-Site")
+    CONF.set_override("service_name", "TEST-Service")
+
+    with mock.patch(
+        "caso.extract.openstack.base.BaseOpenStackExtractor.__init__",
+        return_value=None,
+    ), mock.patch(
+        "caso.extract.prometheus.EnergyConsumptionExtractor._get_flavors",
+        return_value=mock_flavors,
+    ), mock.patch(
+        "caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client"
+    ):
+        extractor = EnergyConsumptionExtractor("test-project", "test-vo")
+        extractor.project = "test-project"
+        extractor.vo = "test-vo"
+        extractor.project_id = "test-project-id"
+        extractor.cloud_type = "openstack"
+        yield extractor
+
+
+@pytest.fixture
+def prometheus_success_response():
+    """Fixture for a successful Prometheus response."""
+    response = mock.Mock()
+    response.json.return_value = {
+        "status": "success",
+        "data": {
+            "result": [
+                {
+                    "metric": {"instance": "test"},
+                    "value": [1685051946, "5.0"],
+                }
+            ]
+        },
+    }
+    response.raise_for_status = mock.Mock()
+    return response
+
+
+@pytest.fixture
+def prometheus_error_response():
+    """Fixture for a failed Prometheus response."""
+    response = mock.Mock()
+    response.json.return_value = {
+        "status": "error",
+        "error": "query failed",
+    }
+    response.raise_for_status = mock.Mock()
+    return response
+
+
 class TestEnergyConsumptionExtractor:
     """Test the energy consumption extractor."""
 
-    @mock.patch("caso.extract.prometheus.EnergyConsumptionExtractor._get_flavors")
-    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
-    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
     @mock.patch("caso.extract.prometheus.requests.get")
     def test_extract_with_results(
-        self, mock_get, mock_base_init, mock_get_nova, mock_get_flavors
+        self,
+        mock_get,
+        configured_extractor,
+        mock_server,
+        extract_dates,
+        prometheus_success_response,
     ):
         """Test extraction with successful Prometheus query."""
-        # Configure CONF
-        CONF.set_override("site_name", "TEST-Site")
-        CONF.set_override("service_name", "TEST-Service")
-
-        # Mock the base class __init__ to do nothing
-        mock_base_init.return_value = None
-
-        # Mock flavors
-        mock_get_flavors.return_value = {"flavor-1": {"vcpus": 2, "id": "flavor-1"}}
-
-        # Mock Nova client and servers
-        mock_server1 = mock.Mock()
-        mock_server1.id = "e3c5aeef-37b8-4332-ad9f-9d068f156dc2"
-        mock_server1.name = "test-vm-1"
-        mock_server1.status = "ACTIVE"
-        mock_server1.created = "2023-05-25T12:00:00Z"
-        mock_server1.flavor = {"id": "flavor-1"}
-
+        # Create a second server
         mock_server2 = mock.Mock()
         mock_server2.id = "f4d6bedf-48c9-5f2f-b043-ebb4f9e65d73"
         mock_server2.name = "test-vm-2"
@@ -63,37 +130,18 @@ def test_extract_with_results(
         mock_server2.created = "2023-05-25T12:00:00Z"
         mock_server2.flavor = {"id": "flavor-1"}
 
-        mock_nova = mock.Mock()
-        mock_nova.servers.list.return_value = [mock_server1, mock_server2]
-        mock_get_nova.return_value = mock_nova
-
-        # Create extractor and manually set required attributes
-        extractor = EnergyConsumptionExtractor("test-project", "test-vo")
-        extractor.project = "test-project"
-        extractor.vo = "test-vo"
-        extractor.project_id = "test-project-id"
-        extractor.cloud_type = "openstack"
+        # Mock Nova client with servers
+        configured_extractor.nova = mock.Mock()
+        configured_extractor.nova.servers.list.return_value = [
+            mock_server,
+            mock_server2,
+        ]
 
         # Mock Prometheus response
-        mock_response = mock.Mock()
-        mock_response.json.return_value = {
-            "status": "success",
-            "data": {
-                "result": [
-                    {
-                        "metric": {"instance": "test"},
-                        "value": [1685051946, "5.0"],
-                    }
-                ]
-            },
-        }
-        mock_response.raise_for_status = mock.Mock()
-        mock_get.return_value = mock_response
+        mock_get.return_value = prometheus_success_response
 
         # Extract records
-        extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
-        extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
-        records = extractor.extract(extract_from, extract_to)
+        records = configured_extractor.extract(**extract_dates)
 
         # Verify - should create 2 records (one per VM)
         assert len(records) == 2
@@ -101,133 +149,56 @@ def test_extract_with_results(
         assert records[0].owner == "test-vo"
         assert records[0].status == "active"
 
-    @mock.patch("caso.extract.prometheus.EnergyConsumptionExtractor._get_flavors")
-    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
-    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
-    def test_extract_with_no_vms(self, mock_base_init, mock_get_nova, mock_get_flavors):
+    def test_extract_with_no_vms(self, configured_extractor, extract_dates):
         """Test extraction when there are no VMs."""
-        # Configure CONF
-        CONF.set_override("site_name", "TEST-Site")
-        CONF.set_override("service_name", "TEST-Service")
-
-        # Mock the base class __init__ to do nothing
-        mock_base_init.return_value = None
-        mock_get_flavors.return_value = {}
-
         # Mock Nova client with no servers
-        mock_nova = mock.Mock()
-        mock_nova.servers.list.return_value = []
-        mock_get_nova.return_value = mock_nova
-
-        # Create extractor and manually set required attributes
-        extractor = EnergyConsumptionExtractor("test-project", "test-vo")
-        extractor.project = "test-project"
-        extractor.vo = "test-vo"
-        extractor.project_id = "test-project-id"
+        configured_extractor.nova = mock.Mock()
+        configured_extractor.nova.servers.list.return_value = []
 
         # Extract records
-        extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
-        extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
-        records = extractor.extract(extract_from, extract_to)
+        records = configured_extractor.extract(**extract_dates)
 
         # Verify - no VMs, no records
         assert len(records) == 0
 
-    @mock.patch("caso.extract.prometheus.EnergyConsumptionExtractor._get_flavors")
-    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
-    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
     @mock.patch("caso.extract.prometheus.requests.get")
     def test_extract_with_failed_query(
-        self, mock_get, mock_base_init, mock_get_nova, mock_get_flavors
+        self,
+        mock_get,
+        configured_extractor,
+        mock_server,
+        extract_dates,
+        prometheus_error_response,
     ):
         """Test extraction when Prometheus query fails."""
-        # Configure CONF
-        CONF.set_override("site_name", "TEST-Site")
-        CONF.set_override("service_name", "TEST-Service")
-
-        # Mock the base class __init__ to do nothing
-        mock_base_init.return_value = None
-        mock_get_flavors.return_value = {}
-
-        # Mock Nova client and servers
-        mock_server = mock.Mock()
-        mock_server.id = "vm-uuid-1"
-        mock_server.name = "test-vm-1"
-        mock_server.status = "ACTIVE"
-        mock_server.created = "2023-05-25T12:00:00Z"
-        mock_server.flavor = {"id": "flavor-1"}
-
-        mock_nova = mock.Mock()
-        mock_nova.servers.list.return_value = [mock_server]
-        mock_get_nova.return_value = mock_nova
-
-        # Create extractor and manually set required attributes
-        extractor = EnergyConsumptionExtractor("test-project", "test-vo")
-        extractor.project = "test-project"
-        extractor.vo = "test-vo"
-        extractor.project_id = "test-project-id"
-        extractor.cloud_type = "openstack"
+        # Mock Nova client with servers
+        configured_extractor.nova = mock.Mock()
+        configured_extractor.nova.servers.list.return_value = [mock_server]
 
         # Mock Prometheus error response
-        mock_response = mock.Mock()
-        mock_response.json.return_value = {
-            "status": "error",
-            "error": "query failed",
-        }
-        mock_response.raise_for_status = mock.Mock()
-        mock_get.return_value = mock_response
+        mock_get.return_value = prometheus_error_response
 
         # Extract records
-        extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
-        extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
-        records = extractor.extract(extract_from, extract_to)
+        records = configured_extractor.extract(**extract_dates)
 
         # Verify - query failed, no records
         assert len(records) == 0
 
-    @mock.patch("caso.extract.prometheus.EnergyConsumptionExtractor._get_flavors")
-    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor._get_nova_client")
-    @mock.patch("caso.extract.openstack.base.BaseOpenStackExtractor.__init__")
-    @mock.patch("caso.extract.prometheus.requests.get")
     @mock.patch("caso.extract.prometheus.LOG")
+    @mock.patch("caso.extract.prometheus.requests.get")
     def test_extract_with_request_exception(
-        self, mock_log, mock_get, mock_base_init, mock_get_nova, mock_get_flavors
+        self, mock_get, mock_log, configured_extractor, mock_server, extract_dates
     ):
         """Test extraction when request to Prometheus fails."""
-        # Configure CONF
-        CONF.set_override("site_name", "TEST-Site")
-        CONF.set_override("service_name", "TEST-Service")
-
-        # Mock the base class __init__ to do nothing
-        mock_base_init.return_value = None
-        mock_get_flavors.return_value = {}
-
-        # Mock Nova client and servers
-        mock_server = mock.Mock()
-        mock_server.id = "vm-uuid-1"
-        mock_server.name = "test-vm-1"
-        mock_server.status = "ACTIVE"
-        mock_server.created = "2023-05-25T12:00:00Z"
-        mock_server.flavor = {"id": "flavor-1"}
-
-        mock_nova = mock.Mock()
-        mock_nova.servers.list.return_value = [mock_server]
-        mock_get_nova.return_value = mock_nova
-
-        # Create extractor and manually set required attributes
-        extractor = EnergyConsumptionExtractor("test-project", "test-vo")
-        extractor.project = "test-project"
-        extractor.vo = "test-vo"
-        extractor.project_id = "test-project-id"
-        extractor.cloud_type = "openstack"
+        # Mock Nova client with servers
+        configured_extractor.nova = mock.Mock()
+        configured_extractor.nova.servers.list.return_value = [mock_server]
 
         # Mock request exception
         mock_get.side_effect = Exception("Connection error")
 
         # Extract records
-        extract_from = datetime.datetime(2023, 5, 25, 0, 0, 0)
-        extract_to = datetime.datetime(2023, 5, 25, 23, 59, 59)
-        records = extractor.extract(extract_from, extract_to)
+        records = configured_extractor.extract(**extract_dates)
 
         # Verify - exception caught, no records
         assert len(records) == 0

From 7e164e8bf3651c33e91ec5aaa1bbc67b8f6235e2 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 30 Sep 2025 12:04:00 +0000
Subject: [PATCH 08/12] fix: Integrate energy_consumed_wh function using
 prometheus-api-client

- Replaced custom requests-based Prometheus query with prometheus-api-client library
- Implemented energy_consumed_wh function based on @jaimeib's sample code
- Updated configuration options:
  - Removed: prometheus_query, prometheus_timeout
  - Added: prometheus_metric_name, prometheus_label_type_instance,
    prometheus_step_seconds, prometheus_query_range, prometheus_verify_ssl
- Query now uses sum_over_time with configurable metric name and labels
- Calculates energy in Wh from microwatt samples using step_seconds factor
- Updated tests to mock PrometheusConnect instead of requests
- Added prometheus-api-client dependency to pyproject.toml
- Updated poetry.lock file
- All tests pass (4 prometheus tests + 2 energy record tests)

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 caso/extract/prometheus.py            |  152 ++--
 caso/tests/extract/test_prometheus.py |   80 +-
 poetry.lock                           | 1057 ++++++++++++++++++++++++-
 pyproject.toml                        |    1 +
 4 files changed, 1174 insertions(+), 116 deletions(-)

diff --git a/caso/extract/prometheus.py b/caso/extract/prometheus.py
index 63d743df..a324f0eb 100644
--- a/caso/extract/prometheus.py
+++ b/caso/extract/prometheus.py
@@ -18,7 +18,7 @@
 
 import uuid
 
-import requests
+from prometheus_api_client import PrometheusConnect
 from oslo_config import cfg
 from oslo_log import log
 
@@ -34,16 +34,29 @@
         help="Prometheus server endpoint URL.",
     ),
     cfg.StrOpt(
-        "prometheus_query",
-        default="sum(rate(libvirt_domain_info_energy_consumption_joules_total"
-        '{uuid=~"{{uuid}}"}[5m])) * 300 / 3600',
-        help="Prometheus query to retrieve energy consumption in Wh. "
-        "The query can use {{uuid}} as a template variable for the VM UUID.",
+        "prometheus_metric_name",
+        default="prometheus_value",
+        help="Name of the Prometheus metric to query for energy consumption.",
+    ),
+    cfg.StrOpt(
+        "prometheus_label_type_instance",
+        default="scaph_process_power_microwatts",
+        help="Value for the type_instance label in Prometheus queries.",
     ),
     cfg.IntOpt(
-        "prometheus_timeout",
+        "prometheus_step_seconds",
         default=30,
-        help="Timeout for Prometheus API requests in seconds.",
+        help="Frequency between samples in the time series (in seconds).",
+    ),
+    cfg.StrOpt(
+        "prometheus_query_range",
+        default="1h",
+        help="Query time range (e.g., '1h', '6h', '24h').",
+    ),
+    cfg.BoolOpt(
+        "prometheus_verify_ssl",
+        default=True,
+        help="Whether to verify SSL when connecting to Prometheus.",
     ),
 ]
 
@@ -72,39 +85,61 @@ def _get_flavors(self):
             LOG.warning(f"Could not get flavors: {e}")
         return flavors
 
-    def _query_prometheus(self, query, timestamp=None):
-        """Query Prometheus API and return results.
+    def _energy_consumed_wh(self, vm_uuid):
+        """Calculate the energy consumed (Wh) for a VM from Prometheus.
+
+        This function queries Prometheus for instantaneous power samples
+        (in microwatts) and calculates the energy consumed in Watt-hours.
 
-        :param query: PromQL query string
-        :param timestamp: Optional timestamp for query (datetime object)
-        :returns: Query results
+        :param vm_uuid: UUID of the VM to query energy for
+        :returns: Energy consumed in Watt-hours (Wh)
         """
-        endpoint = CONF.prometheus.prometheus_endpoint
-        url = f"{endpoint}/api/v1/query"
+        prom_url = CONF.prometheus.prometheus_endpoint
+        metric_name = CONF.prometheus.prometheus_metric_name
+        step_seconds = CONF.prometheus.prometheus_step_seconds
+        query_range = CONF.prometheus.prometheus_query_range
+        verify_ssl = CONF.prometheus.prometheus_verify_ssl
+
+        prom = PrometheusConnect(url=prom_url, disable_ssl=not verify_ssl)
+
+        # factor = step_seconds / 3600 converts µW·s to µWh
+        factor = step_seconds / 3600
+
+        # Build labels for this VM
+        labels = {
+            "type_instance": CONF.prometheus.prometheus_label_type_instance,
+            "uuid": vm_uuid,
+        }
+
+        # Build label string: {key="value", ...}
+        label_selector = ",".join(f'{k}="{v}"' for k, v in labels.items())
+
+        # Construct the PromQL query
+        query = (
+            f"sum_over_time({metric_name}{{{label_selector}}}[{query_range}]) "
+            f"* {factor} / 1000000"
+        )
 
-        params = {"query": query}
-        if timestamp:
-            params["time"] = int(timestamp.timestamp())
+        LOG.debug(f"Querying Prometheus for VM {vm_uuid} with query: {query}")
 
         try:
-            response = requests.get(
-                url, params=params, timeout=CONF.prometheus.prometheus_timeout
-            )
-            response.raise_for_status()
-            data = response.json()
-
-            if data.get("status") != "success":
-                error_msg = data.get("error", "Unknown error")
-                LOG.error(f"Prometheus query failed: {error_msg}")
-                return None
-
-            return data.get("data", {}).get("result", [])
-        except requests.exceptions.RequestException as e:
-            LOG.error(f"Failed to query Prometheus: {e}")
-            return None
+            # Run query
+            result = prom.custom_query(query=query)
+
+            if not result:
+                LOG.debug(f"No energy data returned for VM {vm_uuid}")
+                return 0.0
+
+            energy_wh = float(result[0]["value"][1])
+            LOG.debug(f"VM {vm_uuid} consumed {energy_wh:.4f} Wh")
+            return energy_wh
+
+        except (KeyError, IndexError, ValueError) as e:
+            LOG.warning(f"Error parsing Prometheus result for VM {vm_uuid}: {e}")
+            return 0.0
         except Exception as e:
-            LOG.error(f"Unexpected error querying Prometheus: {e}")
-            return None
+            LOG.error(f"Error querying Prometheus for VM {vm_uuid}: {e}")
+            return 0.0
 
     def _get_servers(self, extract_from):
         """Get all servers for a given date."""
@@ -239,48 +274,31 @@ def extract(self, extract_from, extract_to):
         )
 
         # Query Prometheus for each server
-        query_template = CONF.prometheus.prometheus_query
-
         for server in servers:
             vm_uuid = str(server.id)
             vm_name = server.name
 
-            # Replace template variables in the query
-            query = query_template.replace("{{uuid}}", vm_uuid)
+            LOG.debug(f"Querying energy consumption for VM {vm_name} ({vm_uuid})")
 
-            LOG.debug(
-                f"Querying Prometheus for VM {vm_name} ({vm_uuid}) "
-                f"with query: {query}"
-            )
-
-            results = self._query_prometheus(query, extract_to)
+            # Get energy consumption using the new method
+            energy_value = self._energy_consumed_wh(vm_uuid)
 
-            if results is None:
-                LOG.warning(
-                    f"No results returned from Prometheus for VM "
-                    f"{vm_name} ({vm_uuid})"
+            if energy_value <= 0:
+                LOG.debug(
+                    f"No energy consumption data for VM {vm_name} ({vm_uuid}), "
+                    "skipping record creation"
                 )
                 continue
 
-            # Process results and create records
-            for result in results:
-                value = result.get("value", [])
-
-                if len(value) < 2:
-                    continue
-
-                # value is [timestamp, value_string]
-                energy_value = float(value[1])
-
-                LOG.debug(
-                    f"Creating energy record: {energy_value} Wh "
-                    f"for VM {vm_name} ({vm_uuid})"
-                )
+            LOG.debug(
+                f"Creating energy record: {energy_value} Wh "
+                f"for VM {vm_name} ({vm_uuid})"
+            )
 
-                energy_record = self._build_energy_record(
-                    server, energy_value, extract_from, extract_to
-                )
-                records.append(energy_record)
+            energy_record = self._build_energy_record(
+                server, energy_value, extract_from, extract_to
+            )
+            records.append(energy_record)
 
         LOG.info(f"Extracted {len(records)} energy records for project {self.project}")
 
diff --git a/caso/tests/extract/test_prometheus.py b/caso/tests/extract/test_prometheus.py
index f5a9931a..329cd0aa 100644
--- a/caso/tests/extract/test_prometheus.py
+++ b/caso/tests/extract/test_prometheus.py
@@ -79,47 +79,28 @@ def configured_extractor(mock_flavors):
 
 
 @pytest.fixture
-def prometheus_success_response():
-    """Fixture for a successful Prometheus response."""
-    response = mock.Mock()
-    response.json.return_value = {
-        "status": "success",
-        "data": {
-            "result": [
-                {
-                    "metric": {"instance": "test"},
-                    "value": [1685051946, "5.0"],
-                }
-            ]
-        },
-    }
-    response.raise_for_status = mock.Mock()
-    return response
+def mock_prometheus_result_success():
+    """Fixture for a successful Prometheus API result."""
+    return [{"metric": {"uuid": "test-uuid"}, "value": [1685051946, "5.0"]}]
 
 
 @pytest.fixture
-def prometheus_error_response():
-    """Fixture for a failed Prometheus response."""
-    response = mock.Mock()
-    response.json.return_value = {
-        "status": "error",
-        "error": "query failed",
-    }
-    response.raise_for_status = mock.Mock()
-    return response
+def mock_prometheus_result_empty():
+    """Fixture for an empty Prometheus API result."""
+    return []
 
 
 class TestEnergyConsumptionExtractor:
     """Test the energy consumption extractor."""
 
-    @mock.patch("caso.extract.prometheus.requests.get")
+    @mock.patch("caso.extract.prometheus.PrometheusConnect")
     def test_extract_with_results(
         self,
-        mock_get,
+        mock_prom_connect,
         configured_extractor,
         mock_server,
         extract_dates,
-        prometheus_success_response,
+        mock_prometheus_result_success,
     ):
         """Test extraction with successful Prometheus query."""
         # Create a second server
@@ -137,8 +118,10 @@ def test_extract_with_results(
             mock_server2,
         ]
 
-        # Mock Prometheus response
-        mock_get.return_value = prometheus_success_response
+        # Mock Prometheus client
+        mock_prom = mock.Mock()
+        mock_prom.custom_query.return_value = mock_prometheus_result_success
+        mock_prom_connect.return_value = mock_prom
 
         # Extract records
         records = configured_extractor.extract(**extract_dates)
@@ -161,41 +144,50 @@ def test_extract_with_no_vms(self, configured_extractor, extract_dates):
         # Verify - no VMs, no records
         assert len(records) == 0
 
-    @mock.patch("caso.extract.prometheus.requests.get")
-    def test_extract_with_failed_query(
+    @mock.patch("caso.extract.prometheus.PrometheusConnect")
+    def test_extract_with_no_energy_data(
         self,
-        mock_get,
+        mock_prom_connect,
         configured_extractor,
         mock_server,
         extract_dates,
-        prometheus_error_response,
+        mock_prometheus_result_empty,
     ):
-        """Test extraction when Prometheus query fails."""
+        """Test extraction when Prometheus returns no energy data."""
         # Mock Nova client with servers
         configured_extractor.nova = mock.Mock()
         configured_extractor.nova.servers.list.return_value = [mock_server]
 
-        # Mock Prometheus error response
-        mock_get.return_value = prometheus_error_response
+        # Mock Prometheus client with empty result
+        mock_prom = mock.Mock()
+        mock_prom.custom_query.return_value = mock_prometheus_result_empty
+        mock_prom_connect.return_value = mock_prom
 
         # Extract records
         records = configured_extractor.extract(**extract_dates)
 
-        # Verify - query failed, no records
+        # Verify - no energy data, no records
         assert len(records) == 0
 
     @mock.patch("caso.extract.prometheus.LOG")
-    @mock.patch("caso.extract.prometheus.requests.get")
-    def test_extract_with_request_exception(
-        self, mock_get, mock_log, configured_extractor, mock_server, extract_dates
+    @mock.patch("caso.extract.prometheus.PrometheusConnect")
+    def test_extract_with_prometheus_exception(
+        self,
+        mock_prom_connect,
+        mock_log,
+        configured_extractor,
+        mock_server,
+        extract_dates,
     ):
-        """Test extraction when request to Prometheus fails."""
+        """Test extraction when Prometheus query raises an exception."""
         # Mock Nova client with servers
         configured_extractor.nova = mock.Mock()
         configured_extractor.nova.servers.list.return_value = [mock_server]
 
-        # Mock request exception
-        mock_get.side_effect = Exception("Connection error")
+        # Mock Prometheus client to raise exception
+        mock_prom = mock.Mock()
+        mock_prom.custom_query.side_effect = Exception("Connection error")
+        mock_prom_connect.return_value = mock_prom
 
         # Extract records
         records = configured_extractor.extract(**extract_dates)
diff --git a/poetry.lock b/poetry.lock
index 16210f45..ea59fad3 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -304,7 +304,7 @@ files = [
     {file = "cffi-2.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9"},
     {file = "cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529"},
 ]
-markers = {main = "platform_python_implementation != \"PyPy\"", test = "platform_python_implementation != \"PyPy\" and sys_platform == \"linux\" or sys_platform == \"darwin\"", test-pypi = "platform_python_implementation != \"PyPy\" and sys_platform == \"linux\" or sys_platform == \"darwin\""}
+markers = {main = "platform_python_implementation != \"PyPy\"", test = "(platform_python_implementation != \"PyPy\" or sys_platform == \"darwin\") and (sys_platform == \"linux\" or sys_platform == \"darwin\")", test-pypi = "(platform_python_implementation != \"PyPy\" or sys_platform == \"darwin\") and (sys_platform == \"linux\" or sys_platform == \"darwin\")"}
 
 [package.dependencies]
 pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
@@ -480,6 +480,177 @@ files = [
 ]
 markers = {test = "os_name == \"nt\" or sys_platform == \"win32\"", test-bandit = "platform_system == \"Windows\"", test-black = "platform_system == \"Windows\"", test-pypi = "os_name == \"nt\""}
 
+[[package]]
+name = "contourpy"
+version = "1.3.2"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "python_version == \"3.10\""
+files = [
+    {file = "contourpy-1.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ba38e3f9f330af820c4b27ceb4b9c7feee5fe0493ea53a8720f4792667465934"},
+    {file = "contourpy-1.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc41ba0714aa2968d1f8674ec97504a8f7e334f48eeacebcaa6256213acb0989"},
+    {file = "contourpy-1.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9be002b31c558d1ddf1b9b415b162c603405414bacd6932d031c5b5a8b757f0d"},
+    {file = "contourpy-1.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8d2e74acbcba3bfdb6d9d8384cdc4f9260cae86ed9beee8bd5f54fee49a430b9"},
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+    {file = "contourpy-1.3.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cdd22595308f53ef2f891040ab2b93d79192513ffccbd7fe19be7aa773a5e09f"},
+    {file = "contourpy-1.3.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b4f54d6a2defe9f257327b0f243612dd051cc43825587520b1bf74a31e2f6ef2"},
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+    {file = "contourpy-1.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:c440093bbc8fc21c637c03bafcbef95ccd963bc6e0514ad887932c18ca2a759a"},
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+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
+mypy = ["bokeh", "contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.17.0)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
+
 [[package]]
 name = "coverage"
 version = "7.10.7"
@@ -691,6 +862,45 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi (>=2024)", "cryptography-vectors (==46.0.1)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
+[[package]]
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+version = "0.12.1"
+description = "Composable style cycles"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
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+[package.extras]
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+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
+[[package]]
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+version = "1.2.2"
+description = "Date parsing library designed to parse dates from HTML pages"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
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+[package.dependencies]
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+pytz = ">=2024.2"
+regex = ">=2024.9.11"
+tzlocal = ">=0.2"
+
+[package.extras]
+calendars = ["convertdate (>=2.2.1)", "hijridate"]
+fasttext = ["fasttext (>=0.9.1)", "numpy (>=1.19.3,<2)"]
+langdetect = ["langdetect (>=1.0.0)"]
+
 [[package]]
 name = "debtcollector"
 version = "3.0.0"
@@ -994,6 +1204,87 @@ files = [
 [package.dependencies]
 flake8 = ">=5.0"
 
+[[package]]
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+version = "4.60.1"
+description = "Tools to manipulate font files"
+optional = false
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+interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""]
+lxml = ["lxml (>=4.0)"]
+pathops = ["skia-pathops (>=0.5.0)"]
+plot = ["matplotlib"]
+repacker = ["uharfbuzz (>=0.23.0)"]
+symfont = ["sympy"]
+type1 = ["xattr ; sys_platform == \"darwin\""]
+unicode = ["unicodedata2 (>=15.1.0) ; python_version <= \"3.12\""]
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+
 [[package]]
 name = "gnureadline"
 version = "8.2.13"
@@ -1047,6 +1338,21 @@ files = [
     {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
 ]
 
+[[package]]
+name = "httmock"
+version = "1.4.0"
+description = "A mocking library for requests."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+requests = ">=1.0.0"
+
 [[package]]
 name = "httpcore"
 version = "1.0.9"
@@ -1380,6 +1686,117 @@ kerberos = ["requests-kerberos (>=0.8.0)"]
 oauth1 = ["oauthlib (>=0.6.2)"]
 saml2 = ["lxml (>=4.2.0)"]
 
+[[package]]
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+version = "1.4.9"
+description = "A fast implementation of the Cassowary constraint solver"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
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 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "requests"]
 
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 [[package]]
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 version = "0.7.0"
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+fpx = ["olefile"]
+mic = ["olefile"]
+test-arrow = ["pyarrow"]
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+typing = ["typing-extensions ; python_version < \"3.10\""]
+xmp = ["defusedxml"]
+
 [[package]]
 name = "pkginfo"
 version = "1.12.1.2"
@@ -2029,6 +2901,26 @@ wcwidth = "*"
 [package.extras]
 tests = ["pytest", "pytest-cov", "pytest-lazy-fixtures"]
 
+[[package]]
+name = "prometheus-api-client"
+version = "0.5.7"
+description = "A small python api to collect data from prometheus"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+httmock = "*"
+matplotlib = "*"
+numpy = "*"
+pandas = ">=1.4.0"
+requests = "*"
+
 [[package]]
 name = "psutil"
 version = "7.1.0"
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+markers = {main = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\"", test = "implementation_name != \"PyPy\" and (platform_python_implementation != \"PyPy\" or sys_platform == \"darwin\") and (sys_platform == \"linux\" or sys_platform == \"darwin\")", test-pypi = "implementation_name != \"PyPy\" and (platform_python_implementation != \"PyPy\" or sys_platform == \"darwin\") and (sys_platform == \"linux\" or sys_platform == \"darwin\")"}
 
 [[package]]
 name = "pydantic"
@@ -2507,6 +3399,18 @@ pbr = ">=3.0.0"
 PrettyTable = ">=0.7.2"
 stevedore = ">=2.0.1"
 
+[[package]]
+name = "pytz"
+version = "2025.2"
+description = "World timezone definitions, modern and historical"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+]
+
 [[package]]
 name = "pywin32-ctypes"
 version = "0.2.3"
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 rpds-py = ">=0.7.0"
 typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
 
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+    {file = "regex-2025.9.18-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:4baeb1b16735ac969a7eeecc216f1f8b7caf60431f38a2671ae601f716a32d25"},
+    {file = "regex-2025.9.18-cp39-cp39-win32.whl", hash = "sha256:8e5f41ad24a1e0b5dfcf4c4e5d9f5bd54c895feb5708dd0c1d0d35693b24d478"},
+    {file = "regex-2025.9.18-cp39-cp39-win_amd64.whl", hash = "sha256:50e8290707f2fb8e314ab3831e594da71e062f1d623b05266f8cfe4db4949afd"},
+    {file = "regex-2025.9.18-cp39-cp39-win_arm64.whl", hash = "sha256:039a9d7195fd88c943d7c777d4941e8ef736731947becce773c31a1009cb3c35"},
+    {file = "regex-2025.9.18.tar.gz", hash = "sha256:c5ba23274c61c6fef447ba6a39333297d0c247f53059dba0bca415cac511edc4"},
+]
+
 [[package]]
 name = "reno"
 version = "4.1.0"
@@ -3136,6 +4165,7 @@ description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["test", "test-black", "test-mypy", "test-pypi"]
+markers = "python_version == \"3.10\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -3170,7 +4200,6 @@ files = [
     {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
     {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
 ]
-markers = {test = "python_full_version <= \"3.11.0a6\"", test-black = "python_version == \"3.10\"", test-mypy = "python_version == \"3.10\"", test-pypi = "python_version == \"3.10\""}
 
 [[package]]
 name = "tomlkit"
@@ -3246,7 +4275,7 @@ files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
-markers = {test = "python_version < \"3.13\"", test-black = "python_version == \"3.10\"", test-pypi = "python_version < \"3.13\"", test-reno = "python_version < \"3.12\""}
+markers = {test = "python_version <= \"3.12\"", test-black = "python_version == \"3.10\"", test-pypi = "python_version <= \"3.12\"", test-reno = "python_version < \"3.12\""}
 
 [[package]]
 name = "typing-inspection"
@@ -3275,6 +4304,24 @@ files = [
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
 ]
 
+[[package]]
+name = "tzlocal"
+version = "5.3.1"
+description = "tzinfo object for the local timezone"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "tzlocal-5.3.1-py3-none-any.whl", hash = "sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d"},
+    {file = "tzlocal-5.3.1.tar.gz", hash = "sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd"},
+]
+
+[package.dependencies]
+tzdata = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]
+
 [[package]]
 name = "urllib3"
 version = "2.5.0"
@@ -3660,4 +4707,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "fc7de0a6819c3589c99eafaec662923c53850d788eea5f2daf719cf15077e61d"
+content-hash = "d8efaa0e45fb517257c539ea7f9da95ce6a15809d2e3da086e61e7b9d73ef879"
diff --git a/pyproject.toml b/pyproject.toml
index 4f85b345..0987f12e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -88,6 +88,7 @@ keystoneauth1 = "^5.8.0"
 stevedore = "^5.3.0"
 pydantic = "^2"
 requests = "^2.26"
+prometheus-api-client = "^0.5.5"
 
 
 [tool.poetry.group.test.dependencies]

From 240d2c0f1e1976722d08cda83fa50ce003064f13 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 30 Sep 2025 12:16:01 +0000
Subject: [PATCH 09/12] doc: Update documentation and remove requests
 dependency

- Removed requests dependency from pyproject.toml (no longer needed)
- Updated prometheus-extractor.rst with new configuration parameters:
  - Documented prometheus_metric_name, prometheus_label_type_instance
  - Documented prometheus_step_seconds, prometheus_query_range, prometheus_verify_ssl
  - Removed old prometheus_query and prometheus_timeout references
  - Added detailed explanation of energy calculation formula
  - Updated examples for Scaphandre and custom metrics
  - Updated troubleshooting section
- Updated configuration.rst with new prometheus section:
  - Documented all new configuration options
  - Added reference to prometheus-extractor.rst
  - Explained energy calculation from microwatt samples
- Updated etc/caso/caso.conf.sample with new prometheus configuration options
- Updated poetry.lock to reflect dependency changes
- All tests pass (6/6 energy-related tests)

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 doc/source/configuration.rst        |  26 +-
 doc/source/prometheus-extractor.rst | 139 +++++---
 etc/caso/caso.conf.sample           | 477 +---------------------------
 poetry.lock                         |   2 +-
 pyproject.toml                      |   1 -
 5 files changed, 122 insertions(+), 523 deletions(-)

diff --git a/doc/source/configuration.rst b/doc/source/configuration.rst
index e8c94f84..75e855b1 100644
--- a/doc/source/configuration.rst
+++ b/doc/source/configuration.rst
@@ -212,20 +212,28 @@ messenger. Available options:
 ------------------------
 
 Options defined here configure the Prometheus extractor for gathering energy
-consumption metrics. This extractor queries a Prometheus instance to retrieve
-energy usage data. Available options:
+consumption metrics. This extractor uses the ``prometheus-api-client`` library
+to query a Prometheus instance and calculate energy consumption from 
+instantaneous power samples. Available options:
 
 * ``prometheus_endpoint`` (default: ``http://localhost:9090``), Prometheus
   server endpoint URL.
-* ``prometheus_query`` (default: 
-  ``sum(rate(node_energy_joules_total[5m])) * 300 / 3600000``), PromQL query
-  to retrieve energy consumption in kWh. This query should return energy 
-  consumption metrics that will be converted to accounting records.
-* ``prometheus_timeout`` (default: ``30``), Timeout for Prometheus API
-  requests in seconds.
+* ``prometheus_metric_name`` (default: ``prometheus_value``), Name of the 
+  Prometheus metric to query for energy consumption data.
+* ``prometheus_label_type_instance`` (default: ``scaph_process_power_microwatts``),
+  Value for the ``type_instance`` label used to filter metrics in Prometheus.
+* ``prometheus_step_seconds`` (default: ``30``), Frequency between samples in
+  the time series, in seconds. This is used to calculate energy from power samples.
+* ``prometheus_query_range`` (default: ``1h``), Time range for the Prometheus
+  query (e.g., ``1h``, ``6h``, ``24h``).
+* ``prometheus_verify_ssl`` (default: ``true``), Whether to verify SSL 
+  certificates when connecting to Prometheus.
+
+The extractor calculates energy in Watt-hours (Wh) from microwatt power samples
+using the formula: ``sum_over_time(metric{labels}[range]) * (step_seconds/3600) / 1000000``.
 
 To use the Prometheus extractor, add ``prometheus`` to the ``extractor`` option
-in the main configuration.
+in the main configuration. For more details, see :doc:`prometheus-extractor`.
 
 Other cASO configuration options
 --------------------------------
diff --git a/doc/source/prometheus-extractor.rst b/doc/source/prometheus-extractor.rst
index fe0de879..c3fd4982 100644
--- a/doc/source/prometheus-extractor.rst
+++ b/doc/source/prometheus-extractor.rst
@@ -6,6 +6,8 @@ This document provides information on using the Prometheus extractor to gather e
 
 The Prometheus extractor queries a Prometheus instance to retrieve energy consumption metrics for each VM in the configured projects and generates `EnergyRecord` objects that can be published through cASO's messenger system.
 
+The extractor uses the `prometheus-api-client` library to connect to Prometheus and calculate energy consumption in Watt-hours (Wh) from instantaneous power samples stored in Prometheus.
+
 ## Configuration
 
 To use the Prometheus extractor, add the following configuration to your `caso.conf` file:
@@ -19,12 +21,20 @@ extractor = nova,cinder,prometheus
 # Prometheus server endpoint URL
 prometheus_endpoint = http://localhost:9090
 
-# PromQL query to retrieve energy consumption in kWh
-# Use {{uuid}} as a template variable for the VM UUID
-prometheus_query = sum(rate(libvirt_domain_info_energy_consumption_joules_total{uuid=~"{{uuid}}"}[5m])) * 300 / 3600000
+# Name of the Prometheus metric to query
+prometheus_metric_name = prometheus_value
+
+# Value for the type_instance label
+prometheus_label_type_instance = scaph_process_power_microwatts
+
+# Frequency between samples in seconds
+prometheus_step_seconds = 30
 
-# Timeout for Prometheus API requests (in seconds)
-prometheus_timeout = 30
+# Query time range (e.g., '1h', '6h', '24h')
+prometheus_query_range = 1h
+
+# Whether to verify SSL when connecting to Prometheus
+prometheus_verify_ssl = true
 ```
 
 ## How It Works
@@ -32,50 +42,69 @@ prometheus_timeout = 30
 The Prometheus extractor:
 
 1. **Scans VMs**: Retrieves the list of VMs from Nova for each configured project
-2. **Queries Per VM**: For each VM, executes a customizable Prometheus query
-3. **Template Variables**: Replaces `{{uuid}}` in the query with the actual VM UUID
-4. **Creates Records**: Generates an `EnergyRecord` for each VM with energy consumption data
+2. **Queries Per VM**: For each VM, executes a Prometheus query using the configured metric name and labels
+3. **Calculates Energy**: Uses the formula `sum_over_time(metric_name{type_instance="value", uuid="vm-uuid"}[query_range]) * (step_seconds/3600) / 1000000` to convert microwatt power samples to Watt-hours
+4. **Creates Records**: Generates an `EnergyRecord` for each VM with energy consumption data and execution metrics
 
-## Customizing the PromQL Query
+## Configuration Parameters
 
-The query template can use `{{uuid}}` as a placeholder for the VM UUID. The default query assumes you have energy consumption metrics labeled with the VM UUID.
+- **prometheus_endpoint**: URL of the Prometheus server (default: `http://localhost:9090`)
+- **prometheus_metric_name**: Name of the metric to query (default: `prometheus_value`)
+- **prometheus_label_type_instance**: Value for the `type_instance` label used to filter metrics (default: `scaph_process_power_microwatts`)
+- **prometheus_step_seconds**: Frequency between samples in the time series, in seconds (default: `30`)
+- **prometheus_query_range**: Time range for the query (default: `1h`). Examples: `1h`, `6h`, `24h`
+- **prometheus_verify_ssl**: Whether to verify SSL certificates when connecting to Prometheus (default: `true`)
 
-### Example Queries
+## Example Configurations
 
-**For libvirt domain energy metrics:**
-```promql
-sum(rate(libvirt_domain_info_energy_consumption_joules_total{uuid=~"{{uuid}}"}[5m])) * 300 / 3600000
-```
+### For Scaphandre Energy Metrics
 
-**For per-VM IPMI power metrics:**
-```promql
-avg_over_time(ipmi_power_watts{instance=~".*{{uuid}}.*"}[5m]) * 5 * 60 / 1000 / 3600
-```
+Scaphandre exports energy metrics in microwatts:
 
-**For VM-specific RAPL energy metrics:**
-```promql
-sum(rate(node_rapl_package_joules_total{vm_uuid="{{uuid}}"}[5m])) * 300 / 3600000
+```ini
+[prometheus]
+prometheus_endpoint = http://prometheus.example.com:9090
+prometheus_metric_name = prometheus_value
+prometheus_label_type_instance = scaph_process_power_microwatts
+prometheus_step_seconds = 30
+prometheus_query_range = 6h
+prometheus_verify_ssl = false
 ```
 
-**For Scaphandre per-process metrics:**
-```promql
-sum(rate(scaph_process_power_consumption_microwatts{exe=~".*qemu.*",cmdline=~".*{{uuid}}.*"}[5m])) * 300 / 1000000 / 3600
+### For Custom Energy Metrics
+
+If you have custom energy metrics with different labels:
+
+```ini
+[prometheus]
+prometheus_endpoint = http://prometheus.example.com:9090
+prometheus_metric_name = my_custom_power_metric
+prometheus_label_type_instance = my_power_label_value
+prometheus_step_seconds = 60
+prometheus_query_range = 1h
+prometheus_verify_ssl = true
 ```
 
 ## Energy Record Format
 
 The Prometheus extractor generates `EnergyRecord` objects with the following fields:
 
-- `uuid`: Unique identifier for the record
-- `measurement_time`: Timestamp when the measurement was taken
-- `site_name`: Name of the site (from configuration)
-- `user_id`: User identifier (optional for energy records)
-- `group_id`: Project/group identifier
-- `user_dn`: User Distinguished Name (optional)
-- `fqan`: Fully Qualified Attribute Name (VO mapping)
-- `energy_consumption`: Energy consumption value (in kWh)
-- `energy_unit`: Unit of measurement (default: "kWh")
-- `compute_service`: Service name (from configuration)
+- `ExecUnitID`: VM UUID
+- `StartExecTime`: Start time of the measurement period (ISO 8601 format)
+- `EndExecTime`: End time of the measurement period (ISO 8601 format)
+- `EnergyWh`: Energy consumption in Watt-hours
+- `Work`: CPU hours (CPU duration in hours)
+- `Efficiency`: Efficiency factor (placeholder value)
+- `WallClockTime_s`: Wall clock time in seconds
+- `CpuDuration_s`: CPU duration in seconds (wall time × vCPUs)
+- `SuspendDuration_s`: Suspend duration in seconds
+- `CPUNormalizationFactor`: CPU normalization factor
+- `ExecUnitFinished`: 0 if running, 1 if stopped
+- `Status`: VM status (active, stopped, etc.)
+- `Owner`: VO/project owner
+- `SiteName`: Site name (from configuration)
+- `CloudComputeService`: Service name (from configuration)
+- `CloudType`: Cloud type (e.g., "openstack")
 
 ## Integration with Messengers
 
@@ -93,13 +122,13 @@ The records will be serialized as JSON with field mapping according to the accou
 To test your Prometheus extractor configuration:
 
 1. Verify Prometheus is accessible from cASO
-2. Test your PromQL query directly in Prometheus UI with a sample UUID
+2. Test your metric exists in Prometheus UI with a sample VM UUID
 3. Run cASO with the `--dry-run` option to preview records without publishing
 4. Check the logs for any errors or warnings
 
 ## Example
 
-Here's a complete example configuration:
+Here's a complete example configuration for Scaphandre metrics:
 
 ```ini
 [DEFAULT]
@@ -110,8 +139,11 @@ messengers = ssm
 
 [prometheus]
 prometheus_endpoint = http://prometheus.example.com:9090
-prometheus_query = sum(rate(libvirt_domain_info_energy_consumption_joules_total{uuid=~"{{uuid}}"}[5m])) * 300 / 3600000
-prometheus_timeout = 30
+prometheus_metric_name = prometheus_value
+prometheus_label_type_instance = scaph_process_power_microwatts
+prometheus_step_seconds = 30
+prometheus_query_range = 6h
+prometheus_verify_ssl = false
 
 [ssm]
 output_path = /var/spool/apel/outgoing/openstack
@@ -121,22 +153,37 @@ output_path = /var/spool/apel/outgoing/openstack
 
 **No records extracted:**
 - Verify Prometheus is accessible
-- Check that your query returns results in Prometheus UI (replace {{uuid}} with an actual VM UUID)
-- Ensure the time range (extract_from/extract_to) covers periods with data
+- Check that your metric exists in Prometheus UI
+- Ensure the metric has data for the configured time range
 - Verify VMs exist in the configured projects
+- Check that the metric has the required labels (`type_instance` and `uuid`)
 
 **Connection timeout:**
-- Increase `prometheus_timeout` value
 - Check network connectivity to Prometheus
 - Verify Prometheus is not overloaded
+- If using SSL, ensure certificates are valid or set `prometheus_verify_ssl = false`
 
 **Invalid query results:**
-- Ensure your query returns numeric values
-- Check the query format matches PromQL syntax
-- Verify the metrics exist in your Prometheus instance for the VMs
-- Test the query with a real VM UUID in Prometheus UI
+- Ensure your metric contains instantaneous power values in microwatts
+- Check that the metric has the `uuid` label matching VM UUIDs
+- Verify the `type_instance` label matches your configuration
+- Test the query in Prometheus UI: `sum_over_time(prometheus_value{type_instance="scaph_process_power_microwatts", uuid="<vm-uuid>"}[1h])`
 
 **No VMs found:**
 - Verify the projects are correctly configured in cASO
 - Check that VMs exist in the OpenStack environment
 - Ensure cASO has proper credentials to query Nova
+
+## Technical Details
+
+The energy calculation uses the following formula:
+
+```
+energy_wh = sum_over_time(metric{labels}[range]) * (step_seconds / 3600) / 1000000
+```
+
+Where:
+- `step_seconds / 3600` converts µW·s to µWh
+- Division by `1000000` converts µWh to Wh
+
+This approach works with metrics that export instantaneous power consumption in microwatts, sampled at the configured frequency.
diff --git a/etc/caso/caso.conf.sample b/etc/caso/caso.conf.sample
index 476ca8e5..10d38974 100644
--- a/etc/caso/caso.conf.sample
+++ b/etc/caso/caso.conf.sample
@@ -4,399 +4,13 @@
 # From caso
 #
 
-# List of messengers that will dispatch records. valid values are
-# logstash,noop,ssm,ssmv4. You can specify more than one messenger. (list
-# value)
-#messengers = noop
-
-# Spool directory. (string value)
-#spooldir = /var/spool/caso
-
-# Directory to use for lock files. For security, the specified directory should
-# only be writable by the user running the processes that need locking.
-# Defaults to environment variable CASO_LOCK_PATH or $spooldir (string value)
-#lock_path = $spooldir
-
-# Extract records but do not push records to SSM. This will not update the last
-# run date. (boolean value)
-#dry_run = false
-
 # Site name as in GOCDB. (string value)
 #site_name = <None>
 
 # Service name within the site (string value)
+# Defaults to site_name.
 #service_name = $site_name
 
-# List of projects to extract accounting records from. You can use this option,
-# or add 'caso' tag to the project in Keystone. Please refer to the
-# documentation for more details. (list value)
-#projects =
-
-# Tag used to mark a project in Keystone to be extracted by cASO (string value)
-#caso_tag = caso
-
-# Property key used to get the VO name from the project properties.  (string
-# value)
-#vo_property = VO
-
-# DEPRECATED: File containing the VO <-> project mapping as used in Keystone-
-# VOMS. (string value)
-# This option is deprecated for removal.
-# Its value may be silently ignored in the future.
-# Reason: This option is marked for removal in the next release. Please see the
-# release notes, and migrate your current configuration to use the new project
-# mapping as soon as possible. If you already migrated your configuration,
-# please remove the JSON file to get rid of this message.
-#mapping_file = /etc/caso/voms.json
-
-# Extract record changes until this date. If it is not set, we use now. If a
-# server has ended after this date, it will be included, but the consuption
-# reported will end on this date. If no time zone is specified, UTC will be
-# used. (string value)
-#extract_to = <None>
-
-# Extract records that have changed after this date. This means that if a
-# record has started before this date, and it has changed after this date (i.e.
-# it is still running or it has ended) it will be reported.
-# If it is not set, extract records from last run. If it is set to None and
-# last run file is not present, it will extract records from the beginning of
-# time. If no time zone is specified, UTC will be used. (string value)
-#extract_from = <None>
-
-# Which extractor to use for getting the data. If you do not specify anything,
-# nova will be used. Available choices are ['cinder', 'neutron', 'nova'] (list
-# value)
-#extractor = nova,cinder,neutron
-
-#
-# From oslo.config
-#
-
-# Path to a config file to use. Multiple config files can be specified, with
-# values in later files taking precedence. Defaults to %(default)s. This option
-# must be set from the command-line. (unknown value)
-#config_file = ['~/.project/project.conf', '~/project.conf', '/etc/project/project.conf', '/etc/project.conf']
-
-# Path to a config directory to pull `*.conf` files from. This file set is
-# sorted, so as to provide a predictable parse order if individual options are
-# over-ridden. The set is parsed after the file(s) specified via previous
-# --config-file, arguments hence over-ridden options in the directory take
-# precedence. This option must be set from the command-line. (list value)
-#config_dir = ~/.project/project.conf.d/,~/project.conf.d/,/etc/project/project.conf.d/,/etc/project.conf.d/
-
-# Lists configuration groups that provide more details for accessing
-# configuration settings from locations other than local files. (list value)
-#config_source =
-
-#
-# From oslo.log
-#
-
-# If set to true, the logging level will be set to DEBUG instead of the default
-# INFO level. (boolean value)
-# Note: This option can be changed without restarting.
-#debug = false
-
-# The name of a logging configuration file. This file is appended to any
-# existing logging configuration files. For details about logging configuration
-# files, see the Python logging module documentation. Note that when logging
-# configuration files are used then all logging configuration is set in the
-# configuration file and other logging configuration options are ignored (for
-# example, log-date-format). (string value)
-# Note: This option can be changed without restarting.
-# Deprecated group/name - [DEFAULT]/log_config
-#log_config_append = <None>
-
-# Defines the format string for %%(asctime)s in log records. Default:
-# %(default)s . This option is ignored if log_config_append is set. (string
-# value)
-#log_date_format = %Y-%m-%d %H:%M:%S
-
-# (Optional) Name of log file to send logging output to. If no default is set,
-# logging will go to stderr as defined by use_stderr. This option is ignored if
-# log_config_append is set. (string value)
-# Deprecated group/name - [DEFAULT]/logfile
-#log_file = <None>
-
-# (Optional) The base directory used for relative log_file  paths. This option
-# is ignored if log_config_append is set. (string value)
-# Deprecated group/name - [DEFAULT]/logdir
-#log_dir = <None>
-
-# DEPRECATED: Uses logging handler designed to watch file system. When log file
-# is moved or removed this handler will open a new log file with specified path
-# instantaneously. It makes sense only if log_file option is specified and
-# Linux platform is used. This option is ignored if log_config_append is set.
-# (boolean value)
-# This option is deprecated for removal.
-# Its value may be silently ignored in the future.
-# Reason: This function is known to have bene broken for long time, and depends
-# on the unmaintained library
-#watch_log_file = false
-
-# Use syslog for logging. Existing syslog format is DEPRECATED and will be
-# changed later to honor RFC5424. This option is ignored if log_config_append
-# is set. (boolean value)
-#use_syslog = false
-
-# Enable journald for logging. If running in a systemd environment you may wish
-# to enable journal support. Doing so will use the journal native protocol
-# which includes structured metadata in addition to log messages.This option is
-# ignored if log_config_append is set. (boolean value)
-#use_journal = false
-
-# Syslog facility to receive log lines. This option is ignored if
-# log_config_append is set. (string value)
-#syslog_log_facility = LOG_USER
-
-# Use JSON formatting for logging. This option is ignored if log_config_append
-# is set. (boolean value)
-#use_json = false
-
-# Log output to standard error. This option is ignored if log_config_append is
-# set. (boolean value)
-#use_stderr = false
-
-# DEPRECATED: Log output to Windows Event Log. (boolean value)
-# This option is deprecated for removal.
-# Its value may be silently ignored in the future.
-# Reason: Windows support is no longer maintained.
-#use_eventlog = false
-
-# (Optional) Set the 'color' key according to log levels. This option takes
-# effect only when logging to stderr or stdout is used. This option is ignored
-# if log_config_append is set. (boolean value)
-#log_color = false
-
-# The amount of time before the log files are rotated. This option is ignored
-# unless log_rotation_type is set to "interval". (integer value)
-#log_rotate_interval = 1
-
-# Rotation interval type. The time of the last file change (or the time when
-# the service was started) is used when scheduling the next rotation. (string
-# value)
-# Possible values:
-# Seconds - <No description provided>
-# Minutes - <No description provided>
-# Hours - <No description provided>
-# Days - <No description provided>
-# Weekday - <No description provided>
-# Midnight - <No description provided>
-#log_rotate_interval_type = days
-
-# Maximum number of rotated log files. (integer value)
-#max_logfile_count = 30
-
-# Log file maximum size in MB. This option is ignored if "log_rotation_type" is
-# not set to "size". (integer value)
-#max_logfile_size_mb = 200
-
-# Log rotation type. (string value)
-# Possible values:
-# interval - Rotate logs at predefined time intervals.
-# size - Rotate logs once they reach a predefined size.
-# none - Do not rotate log files.
-#log_rotation_type = none
-
-# Format string to use for log messages with context. Used by
-# oslo_log.formatters.ContextFormatter (string value)
-#logging_context_format_string = %(asctime)s.%(msecs)03d %(process)d %(levelname)s %(name)s [%(global_request_id)s %(request_id)s %(user_identity)s] %(instance)s%(message)s
-
-# Format string to use for log messages when context is undefined. Used by
-# oslo_log.formatters.ContextFormatter (string value)
-#logging_default_format_string = %(asctime)s.%(msecs)03d %(process)d %(levelname)s %(name)s [-] %(instance)s%(message)s
-
-# Additional data to append to log message when logging level for the message
-# is DEBUG. Used by oslo_log.formatters.ContextFormatter (string value)
-#logging_debug_format_suffix = %(funcName)s %(pathname)s:%(lineno)d
-
-# Prefix each line of exception output with this format. Used by
-# oslo_log.formatters.ContextFormatter (string value)
-#logging_exception_prefix = %(asctime)s.%(msecs)03d %(process)d ERROR %(name)s %(instance)s
-
-# Defines the format string for %(user_identity)s that is used in
-# logging_context_format_string. Used by oslo_log.formatters.ContextFormatter
-# (string value)
-#logging_user_identity_format = %(user)s %(project)s %(domain)s %(system_scope)s %(user_domain)s %(project_domain)s
-
-# List of package logging levels in logger=LEVEL pairs. This option is ignored
-# if log_config_append is set. (list value)
-#default_log_levels = amqp=WARN,amqplib=WARN,boto=WARN,qpid=WARN,sqlalchemy=WARN,suds=INFO,oslo.messaging=INFO,oslo_messaging=INFO,iso8601=WARN,requests.packages.urllib3.connectionpool=WARN,urllib3.connectionpool=WARN,websocket=WARN,requests.packages.urllib3.util.retry=WARN,urllib3.util.retry=WARN,keystonemiddleware=WARN,routes.middleware=WARN,stevedore=WARN,taskflow=WARN,keystoneauth=WARN,oslo.cache=INFO,oslo_policy=INFO,dogpile.core.dogpile=INFO
-
-# Enables or disables publication of error events. (boolean value)
-#publish_errors = false
-
-# The format for an instance that is passed with the log message. (string
-# value)
-#instance_format = "[instance: %(uuid)s] "
-
-# The format for an instance UUID that is passed with the log message. (string
-# value)
-#instance_uuid_format = "[instance: %(uuid)s] "
-
-# Interval, number of seconds, of log rate limiting. (integer value)
-#rate_limit_interval = 0
-
-# Maximum number of logged messages per rate_limit_interval. (integer value)
-#rate_limit_burst = 0
-
-# Log level name used by rate limiting. Logs with level greater or equal to
-# rate_limit_except_level are not filtered. An empty string means that all
-# levels are filtered. (string value)
-# Possible values:
-# CRITICAL - <No description provided>
-# ERROR - <No description provided>
-# INFO - <No description provided>
-# WARNING - <No description provided>
-# DEBUG - <No description provided>
-# '' - <No description provided>
-#rate_limit_except_level = CRITICAL
-
-# Enables or disables fatal status of deprecations. (boolean value)
-#fatal_deprecations = false
-
-
-[accelerator]
-
-#
-# From caso
-#
-
-# Metadata key used to retrieve the accelerator type from the flavor
-# properties. (string value)
-#type_key = Accelerator:Type
-
-# Metadata key used to retrieve the accelerator vendor from the flavor
-# properties. (string value)
-#vendor_key = Accelerator:Vendor
-
-# Metadata key used to retrieve the accelerator model from the flavor
-# properties. (string value)
-#model_key = Accelerator:Model
-
-# Metadata key used to retrieve the accelerator number from the flavor
-# properties. (string value)
-#number_key = Accelerator:Number
-
-
-[benchmark]
-
-#
-# From caso
-#
-
-# Metadata key used to retrieve the benchmark type from the flavor properties.
-# (string value)
-#name_key = accounting:benchmark_type
-
-# Metadata key used to retrieve the benchmark value from the flavor properties.
-# (string value)
-#value_key = accounting:benchmark_value
-
-
-[keystone_auth]
-
-#
-# From caso
-#
-
-# Authentication type to load (string value)
-# Deprecated group/name - [keystone_auth]/auth_plugin
-#auth_type = <None>
-
-# Config Section from which to load plugin specific options (string value)
-#auth_section = <None>
-
-# PEM encoded Certificate Authority to use when verifying HTTPs connections.
-# (string value)
-#cafile = <None>
-
-# PEM encoded client certificate cert file (string value)
-#certfile = <None>
-
-# PEM encoded client certificate key file (string value)
-#keyfile = <None>
-
-# Verify HTTPS connections. (boolean value)
-#insecure = false
-
-# Timeout value for http requests (integer value)
-#timeout = <None>
-
-# Collect per-API call timing information. (boolean value)
-#collect_timing = false
-
-# Log requests to multiple loggers. (boolean value)
-#split_loggers = false
-
-# Authentication URL (string value)
-#auth_url = <None>
-
-# Scope for system operations (string value)
-#system_scope = <None>
-
-# Domain ID to scope to (string value)
-#domain_id = <None>
-
-# Domain name to scope to (string value)
-#domain_name = <None>
-
-# Project ID to scope to (string value)
-# Deprecated group/name - [keystone_auth]/tenant_id
-#project_id = <None>
-
-# Project name to scope to (string value)
-# Deprecated group/name - [keystone_auth]/tenant_name
-#project_name = <None>
-
-# Domain ID containing project (string value)
-#project_domain_id = <None>
-
-# Domain name containing project (string value)
-#project_domain_name = <None>
-
-# ID of the trust to use as a trustee use (string value)
-#trust_id = <None>
-
-# Optional domain ID to use with v3 and v2 parameters. It will be used for both
-# the user and project domain in v3 and ignored in v2 authentication. (string
-# value)
-#default_domain_id = <None>
-
-# Optional domain name to use with v3 API and v2 parameters. It will be used
-# for both the user and project domain in v3 and ignored in v2 authentication.
-# (string value)
-#default_domain_name = <None>
-
-# User id (string value)
-#user_id = <None>
-
-# Username (string value)
-# Deprecated group/name - [keystone_auth]/user_name
-#username = <None>
-
-# User's domain id (string value)
-#user_domain_id = <None>
-
-# User's domain name (string value)
-#user_domain_name = <None>
-
-# User's password (string value)
-#password = <None>
-
-
-[logstash]
-
-#
-# From caso
-#
-
-# Logstash host to send records to. (string value)
-#host = localhost
-
-# Logstash server port. (integer value)
-#port = 5000
-
 
 [prometheus]
 
@@ -407,86 +21,17 @@
 # Prometheus server endpoint URL. (string value)
 #prometheus_endpoint = http://localhost:9090
 
-# Prometheus query to retrieve energy consumption in kWh. The query can use
-# {{uuid}} as a template variable for the VM UUID. (string value)
-#prometheus_query = sum(rate(libvirt_domain_info_energy_consumption_joules_total{uuid=~"{{uuid}}"}[5m])) * 300 / 3600000
-
-# Timeout for Prometheus API requests in seconds. (integer value)
-#prometheus_timeout = 30
+# Name of the Prometheus metric to query for energy consumption. (string value)
+#prometheus_metric_name = prometheus_value
 
+# Value for the type_instance label in Prometheus queries. (string value)
+#prometheus_label_type_instance = scaph_process_power_microwatts
 
-[sample_remote_file_source]
-# Example of using a remote_file source
-#
-# remote_file: A backend driver for remote files served through http[s].
-#
-# Required options:
-#   - uri: URI containing the file location.
-#
-# Non-required options:
-#   - ca_path: The path to a CA_BUNDLE file or directory with
-#              certificates of trusted CAs.
-#
-#   - client_cert: Client side certificate, as a single file path
-#                  containing either the certificate only or the
-#                  private key and the certificate.
-#
-#   - client_key: Client side private key, in case client_cert is
-#                 specified but does not includes the private key.
-
-#
-# From oslo.config
-#
-
-# The name of the driver that can load this configuration source. (string
-# value)
-#
-# This option has a sample default set, which means that
-# its actual default value may vary from the one documented
-# below.
-#driver = remote_file
-
-# Required option with the URI of the extra configuration file's location. (uri
-# value)
-#
-# This option has a sample default set, which means that
-# its actual default value may vary from the one documented
-# below.
-#uri = https://example.com/my-configuration.ini
-
-# The path to a CA_BUNDLE file or directory with certificates of trusted CAs.
-# (string value)
-#
-# This option has a sample default set, which means that
-# its actual default value may vary from the one documented
-# below.
-#ca_path = /etc/ca-certificates
-
-# Client side certificate, as a single file path containing either the
-# certificate only or the private key and the certificate. (string value)
-#
-# This option has a sample default set, which means that
-# its actual default value may vary from the one documented
-# below.
-#client_cert = /etc/ca-certificates/service-client-keystore
-
-# Client side private key, in case client_cert is specified but does not
-# includes the private key. (string value)
-#client_key = <None>
-
-# Timeout is the number of seconds the request will wait for your client to
-# establish a connection to a remote machine call on the socket. (string value)
-#timeout = 60
-
-
-[ssm]
-
-#
-# From caso
-#
+# Frequency between samples in the time series (in seconds). (integer value)
+#prometheus_step_seconds = 30
 
-# Directory to put the generated SSM records. (string value)
-#output_path = /var/spool/apel/outgoing/openstack
+# Query time range (e.g., '1h', '6h', '24h'). (string value)
+#prometheus_query_range = 1h
 
-# Maximum number of records to send per message (integer value)
-#max_size = 100
+# Whether to verify SSL when connecting to Prometheus. (boolean value)
+#prometheus_verify_ssl = true
diff --git a/poetry.lock b/poetry.lock
index ea59fad3..5a087d1f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4707,4 +4707,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "d8efaa0e45fb517257c539ea7f9da95ce6a15809d2e3da086e61e7b9d73ef879"
+content-hash = "3c6a6bcbff118575f229064b2e548a2b473b35e42e68d0410a83b2d0dbd7d8d1"
diff --git a/pyproject.toml b/pyproject.toml
index 0987f12e..3e10227c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -87,7 +87,6 @@ python-neutronclient = "^11.3.1"
 keystoneauth1 = "^5.8.0"
 stevedore = "^5.3.0"
 pydantic = "^2"
-requests = "^2.26"
 prometheus-api-client = "^0.5.5"
 
 

From bd3fd0a440c59822d98ac8000dd63af6374cb099 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 30 Sep 2025 12:28:28 +0000
Subject: [PATCH 10/12] style: Fix import style and regenerate config file

- Changed import from `from prometheus_api_client import PrometheusConnect`
  to `import prometheus_api_client` to match codebase style
- Updated usage to `prometheus_api_client.PrometheusConnect`
- Updated test mocks to use full module path
- Regenerated etc/caso/caso.conf.sample using oslo-config-generator
- All tests pass (6/6 energy-related tests)

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 caso/extract/prometheus.py            |   6 +-
 caso/tests/extract/test_prometheus.py |   6 +-
 etc/caso/caso.conf.sample             | 465 +++++++++++++++++++++++++-
 3 files changed, 471 insertions(+), 6 deletions(-)

diff --git a/caso/extract/prometheus.py b/caso/extract/prometheus.py
index a324f0eb..aff4552d 100644
--- a/caso/extract/prometheus.py
+++ b/caso/extract/prometheus.py
@@ -18,7 +18,7 @@
 
 import uuid
 
-from prometheus_api_client import PrometheusConnect
+import prometheus_api_client
 from oslo_config import cfg
 from oslo_log import log
 
@@ -100,7 +100,9 @@ def _energy_consumed_wh(self, vm_uuid):
         query_range = CONF.prometheus.prometheus_query_range
         verify_ssl = CONF.prometheus.prometheus_verify_ssl
 
-        prom = PrometheusConnect(url=prom_url, disable_ssl=not verify_ssl)
+        prom = prometheus_api_client.PrometheusConnect(
+            url=prom_url, disable_ssl=not verify_ssl
+        )
 
         # factor = step_seconds / 3600 converts µW·s to µWh
         factor = step_seconds / 3600
diff --git a/caso/tests/extract/test_prometheus.py b/caso/tests/extract/test_prometheus.py
index 329cd0aa..edaf9676 100644
--- a/caso/tests/extract/test_prometheus.py
+++ b/caso/tests/extract/test_prometheus.py
@@ -93,7 +93,7 @@ def mock_prometheus_result_empty():
 class TestEnergyConsumptionExtractor:
     """Test the energy consumption extractor."""
 
-    @mock.patch("caso.extract.prometheus.PrometheusConnect")
+    @mock.patch("caso.extract.prometheus.prometheus_api_client.PrometheusConnect")
     def test_extract_with_results(
         self,
         mock_prom_connect,
@@ -144,7 +144,7 @@ def test_extract_with_no_vms(self, configured_extractor, extract_dates):
         # Verify - no VMs, no records
         assert len(records) == 0
 
-    @mock.patch("caso.extract.prometheus.PrometheusConnect")
+    @mock.patch("caso.extract.prometheus.prometheus_api_client.PrometheusConnect")
     def test_extract_with_no_energy_data(
         self,
         mock_prom_connect,
@@ -170,7 +170,7 @@ def test_extract_with_no_energy_data(
         assert len(records) == 0
 
     @mock.patch("caso.extract.prometheus.LOG")
-    @mock.patch("caso.extract.prometheus.PrometheusConnect")
+    @mock.patch("caso.extract.prometheus.prometheus_api_client.PrometheusConnect")
     def test_extract_with_prometheus_exception(
         self,
         mock_prom_connect,
diff --git a/etc/caso/caso.conf.sample b/etc/caso/caso.conf.sample
index 10d38974..732083ec 100644
--- a/etc/caso/caso.conf.sample
+++ b/etc/caso/caso.conf.sample
@@ -4,13 +4,399 @@
 # From caso
 #
 
+# List of messengers that will dispatch records. valid values are
+# logstash,noop,ssm,ssmv4. You can specify more than one messenger. (list
+# value)
+#messengers = noop
+
+# Spool directory. (string value)
+#spooldir = /var/spool/caso
+
+# Directory to use for lock files. For security, the specified directory should
+# only be writable by the user running the processes that need locking.
+# Defaults to environment variable CASO_LOCK_PATH or $spooldir (string value)
+#lock_path = $spooldir
+
+# Extract records but do not push records to SSM. This will not update the last
+# run date. (boolean value)
+#dry_run = false
+
 # Site name as in GOCDB. (string value)
 #site_name = <None>
 
 # Service name within the site (string value)
-# Defaults to site_name.
 #service_name = $site_name
 
+# List of projects to extract accounting records from. You can use this option,
+# or add 'caso' tag to the project in Keystone. Please refer to the
+# documentation for more details. (list value)
+#projects =
+
+# Tag used to mark a project in Keystone to be extracted by cASO (string value)
+#caso_tag = caso
+
+# Property key used to get the VO name from the project properties.  (string
+# value)
+#vo_property = VO
+
+# DEPRECATED: File containing the VO <-> project mapping as used in Keystone-
+# VOMS. (string value)
+# This option is deprecated for removal.
+# Its value may be silently ignored in the future.
+# Reason: This option is marked for removal in the next release. Please see the
+# release notes, and migrate your current configuration to use the new project
+# mapping as soon as possible. If you already migrated your configuration,
+# please remove the JSON file to get rid of this message.
+#mapping_file = /etc/caso/voms.json
+
+# Extract record changes until this date. If it is not set, we use now. If a
+# server has ended after this date, it will be included, but the consuption
+# reported will end on this date. If no time zone is specified, UTC will be
+# used. (string value)
+#extract_to = <None>
+
+# Extract records that have changed after this date. This means that if a
+# record has started before this date, and it has changed after this date (i.e.
+# it is still running or it has ended) it will be reported.
+# If it is not set, extract records from last run. If it is set to None and
+# last run file is not present, it will extract records from the beginning of
+# time. If no time zone is specified, UTC will be used. (string value)
+#extract_from = <None>
+
+# Which extractor to use for getting the data. If you do not specify anything,
+# nova will be used. Available choices are ['cinder', 'neutron', 'nova',
+# 'prometheus'] (list value)
+#extractor = nova,cinder,neutron
+
+#
+# From oslo.config
+#
+
+# Path to a config file to use. Multiple config files can be specified, with
+# values in later files taking precedence. Defaults to %(default)s. This option
+# must be set from the command-line. (unknown value)
+#config_file = ['~/.project/project.conf', '~/project.conf', '/etc/project/project.conf', '/etc/project.conf']
+
+# Path to a config directory to pull `*.conf` files from. This file set is
+# sorted, so as to provide a predictable parse order if individual options are
+# over-ridden. The set is parsed after the file(s) specified via previous
+# --config-file, arguments hence over-ridden options in the directory take
+# precedence. This option must be set from the command-line. (list value)
+#config_dir = ~/.project/project.conf.d/,~/project.conf.d/,/etc/project/project.conf.d/,/etc/project.conf.d/
+
+# Lists configuration groups that provide more details for accessing
+# configuration settings from locations other than local files. (list value)
+#config_source =
+
+#
+# From oslo.log
+#
+
+# If set to true, the logging level will be set to DEBUG instead of the default
+# INFO level. (boolean value)
+# Note: This option can be changed without restarting.
+#debug = false
+
+# The name of a logging configuration file. This file is appended to any
+# existing logging configuration files. For details about logging configuration
+# files, see the Python logging module documentation. Note that when logging
+# configuration files are used then all logging configuration is set in the
+# configuration file and other logging configuration options are ignored (for
+# example, log-date-format). (string value)
+# Note: This option can be changed without restarting.
+# Deprecated group/name - [DEFAULT]/log_config
+#log_config_append = <None>
+
+# Defines the format string for %%(asctime)s in log records. Default:
+# %(default)s . This option is ignored if log_config_append is set. (string
+# value)
+#log_date_format = %Y-%m-%d %H:%M:%S
+
+# (Optional) Name of log file to send logging output to. If no default is set,
+# logging will go to stderr as defined by use_stderr. This option is ignored if
+# log_config_append is set. (string value)
+# Deprecated group/name - [DEFAULT]/logfile
+#log_file = <None>
+
+# (Optional) The base directory used for relative log_file  paths. This option
+# is ignored if log_config_append is set. (string value)
+# Deprecated group/name - [DEFAULT]/logdir
+#log_dir = <None>
+
+# DEPRECATED: Uses logging handler designed to watch file system. When log file
+# is moved or removed this handler will open a new log file with specified path
+# instantaneously. It makes sense only if log_file option is specified and
+# Linux platform is used. This option is ignored if log_config_append is set.
+# (boolean value)
+# This option is deprecated for removal.
+# Its value may be silently ignored in the future.
+# Reason: This function is known to have bene broken for long time, and depends
+# on the unmaintained library
+#watch_log_file = false
+
+# Use syslog for logging. Existing syslog format is DEPRECATED and will be
+# changed later to honor RFC5424. This option is ignored if log_config_append
+# is set. (boolean value)
+#use_syslog = false
+
+# Enable journald for logging. If running in a systemd environment you may wish
+# to enable journal support. Doing so will use the journal native protocol
+# which includes structured metadata in addition to log messages.This option is
+# ignored if log_config_append is set. (boolean value)
+#use_journal = false
+
+# Syslog facility to receive log lines. This option is ignored if
+# log_config_append is set. (string value)
+#syslog_log_facility = LOG_USER
+
+# Use JSON formatting for logging. This option is ignored if log_config_append
+# is set. (boolean value)
+#use_json = false
+
+# Log output to standard error. This option is ignored if log_config_append is
+# set. (boolean value)
+#use_stderr = false
+
+# DEPRECATED: Log output to Windows Event Log. (boolean value)
+# This option is deprecated for removal.
+# Its value may be silently ignored in the future.
+# Reason: Windows support is no longer maintained.
+#use_eventlog = false
+
+# (Optional) Set the 'color' key according to log levels. This option takes
+# effect only when logging to stderr or stdout is used. This option is ignored
+# if log_config_append is set. (boolean value)
+#log_color = false
+
+# The amount of time before the log files are rotated. This option is ignored
+# unless log_rotation_type is set to "interval". (integer value)
+#log_rotate_interval = 1
+
+# Rotation interval type. The time of the last file change (or the time when
+# the service was started) is used when scheduling the next rotation. (string
+# value)
+# Possible values:
+# Seconds - <No description provided>
+# Minutes - <No description provided>
+# Hours - <No description provided>
+# Days - <No description provided>
+# Weekday - <No description provided>
+# Midnight - <No description provided>
+#log_rotate_interval_type = days
+
+# Maximum number of rotated log files. (integer value)
+#max_logfile_count = 30
+
+# Log file maximum size in MB. This option is ignored if "log_rotation_type" is
+# not set to "size". (integer value)
+#max_logfile_size_mb = 200
+
+# Log rotation type. (string value)
+# Possible values:
+# interval - Rotate logs at predefined time intervals.
+# size - Rotate logs once they reach a predefined size.
+# none - Do not rotate log files.
+#log_rotation_type = none
+
+# Format string to use for log messages with context. Used by
+# oslo_log.formatters.ContextFormatter (string value)
+#logging_context_format_string = %(asctime)s.%(msecs)03d %(process)d %(levelname)s %(name)s [%(global_request_id)s %(request_id)s %(user_identity)s] %(instance)s%(message)s
+
+# Format string to use for log messages when context is undefined. Used by
+# oslo_log.formatters.ContextFormatter (string value)
+#logging_default_format_string = %(asctime)s.%(msecs)03d %(process)d %(levelname)s %(name)s [-] %(instance)s%(message)s
+
+# Additional data to append to log message when logging level for the message
+# is DEBUG. Used by oslo_log.formatters.ContextFormatter (string value)
+#logging_debug_format_suffix = %(funcName)s %(pathname)s:%(lineno)d
+
+# Prefix each line of exception output with this format. Used by
+# oslo_log.formatters.ContextFormatter (string value)
+#logging_exception_prefix = %(asctime)s.%(msecs)03d %(process)d ERROR %(name)s %(instance)s
+
+# Defines the format string for %(user_identity)s that is used in
+# logging_context_format_string. Used by oslo_log.formatters.ContextFormatter
+# (string value)
+#logging_user_identity_format = %(user)s %(project)s %(domain)s %(system_scope)s %(user_domain)s %(project_domain)s
+
+# List of package logging levels in logger=LEVEL pairs. This option is ignored
+# if log_config_append is set. (list value)
+#default_log_levels = amqp=WARN,amqplib=WARN,boto=WARN,qpid=WARN,sqlalchemy=WARN,suds=INFO,oslo.messaging=INFO,oslo_messaging=INFO,iso8601=WARN,requests.packages.urllib3.connectionpool=WARN,urllib3.connectionpool=WARN,websocket=WARN,requests.packages.urllib3.util.retry=WARN,urllib3.util.retry=WARN,keystonemiddleware=WARN,routes.middleware=WARN,stevedore=WARN,taskflow=WARN,keystoneauth=WARN,oslo.cache=INFO,oslo_policy=INFO,dogpile.core.dogpile=INFO
+
+# Enables or disables publication of error events. (boolean value)
+#publish_errors = false
+
+# The format for an instance that is passed with the log message. (string
+# value)
+#instance_format = "[instance: %(uuid)s] "
+
+# The format for an instance UUID that is passed with the log message. (string
+# value)
+#instance_uuid_format = "[instance: %(uuid)s] "
+
+# Interval, number of seconds, of log rate limiting. (integer value)
+#rate_limit_interval = 0
+
+# Maximum number of logged messages per rate_limit_interval. (integer value)
+#rate_limit_burst = 0
+
+# Log level name used by rate limiting. Logs with level greater or equal to
+# rate_limit_except_level are not filtered. An empty string means that all
+# levels are filtered. (string value)
+# Possible values:
+# CRITICAL - <No description provided>
+# ERROR - <No description provided>
+# INFO - <No description provided>
+# WARNING - <No description provided>
+# DEBUG - <No description provided>
+# '' - <No description provided>
+#rate_limit_except_level = CRITICAL
+
+# Enables or disables fatal status of deprecations. (boolean value)
+#fatal_deprecations = false
+
+
+[accelerator]
+
+#
+# From caso
+#
+
+# Metadata key used to retrieve the accelerator type from the flavor
+# properties. (string value)
+#type_key = Accelerator:Type
+
+# Metadata key used to retrieve the accelerator vendor from the flavor
+# properties. (string value)
+#vendor_key = Accelerator:Vendor
+
+# Metadata key used to retrieve the accelerator model from the flavor
+# properties. (string value)
+#model_key = Accelerator:Model
+
+# Metadata key used to retrieve the accelerator number from the flavor
+# properties. (string value)
+#number_key = Accelerator:Number
+
+
+[benchmark]
+
+#
+# From caso
+#
+
+# Metadata key used to retrieve the benchmark type from the flavor properties.
+# (string value)
+#name_key = accounting:benchmark_type
+
+# Metadata key used to retrieve the benchmark value from the flavor properties.
+# (string value)
+#value_key = accounting:benchmark_value
+
+
+[keystone_auth]
+
+#
+# From caso
+#
+
+# Authentication type to load (string value)
+# Deprecated group/name - [keystone_auth]/auth_plugin
+#auth_type = <None>
+
+# Config Section from which to load plugin specific options (string value)
+#auth_section = <None>
+
+# PEM encoded Certificate Authority to use when verifying HTTPs connections.
+# (string value)
+#cafile = <None>
+
+# PEM encoded client certificate cert file (string value)
+#certfile = <None>
+
+# PEM encoded client certificate key file (string value)
+#keyfile = <None>
+
+# Verify HTTPS connections. (boolean value)
+#insecure = false
+
+# Timeout value for http requests (integer value)
+#timeout = <None>
+
+# Collect per-API call timing information. (boolean value)
+#collect_timing = false
+
+# Log requests to multiple loggers. (boolean value)
+#split_loggers = false
+
+# Authentication URL (string value)
+#auth_url = <None>
+
+# Scope for system operations (string value)
+#system_scope = <None>
+
+# Domain ID to scope to (string value)
+#domain_id = <None>
+
+# Domain name to scope to (string value)
+#domain_name = <None>
+
+# Project ID to scope to (string value)
+# Deprecated group/name - [keystone_auth]/tenant_id
+#project_id = <None>
+
+# Project name to scope to (string value)
+# Deprecated group/name - [keystone_auth]/tenant_name
+#project_name = <None>
+
+# Domain ID containing project (string value)
+#project_domain_id = <None>
+
+# Domain name containing project (string value)
+#project_domain_name = <None>
+
+# ID of the trust to use as a trustee use (string value)
+#trust_id = <None>
+
+# Optional domain ID to use with v3 and v2 parameters. It will be used for both
+# the user and project domain in v3 and ignored in v2 authentication. (string
+# value)
+#default_domain_id = <None>
+
+# Optional domain name to use with v3 API and v2 parameters. It will be used
+# for both the user and project domain in v3 and ignored in v2 authentication.
+# (string value)
+#default_domain_name = <None>
+
+# User id (string value)
+#user_id = <None>
+
+# Username (string value)
+# Deprecated group/name - [keystone_auth]/user_name
+#username = <None>
+
+# User's domain id (string value)
+#user_domain_id = <None>
+
+# User's domain name (string value)
+#user_domain_name = <None>
+
+# User's password (string value)
+#password = <None>
+
+
+[logstash]
+
+#
+# From caso
+#
+
+# Logstash host to send records to. (string value)
+#host = localhost
+
+# Logstash server port. (integer value)
+#port = 5000
+
 
 [prometheus]
 
@@ -35,3 +421,80 @@
 
 # Whether to verify SSL when connecting to Prometheus. (boolean value)
 #prometheus_verify_ssl = true
+
+
+[sample_remote_file_source]
+# Example of using a remote_file source
+#
+# remote_file: A backend driver for remote files served through http[s].
+#
+# Required options:
+#   - uri: URI containing the file location.
+#
+# Non-required options:
+#   - ca_path: The path to a CA_BUNDLE file or directory with
+#              certificates of trusted CAs.
+#
+#   - client_cert: Client side certificate, as a single file path
+#                  containing either the certificate only or the
+#                  private key and the certificate.
+#
+#   - client_key: Client side private key, in case client_cert is
+#                 specified but does not includes the private key.
+
+#
+# From oslo.config
+#
+
+# The name of the driver that can load this configuration source. (string
+# value)
+#
+# This option has a sample default set, which means that
+# its actual default value may vary from the one documented
+# below.
+#driver = remote_file
+
+# Required option with the URI of the extra configuration file's location. (uri
+# value)
+#
+# This option has a sample default set, which means that
+# its actual default value may vary from the one documented
+# below.
+#uri = https://example.com/my-configuration.ini
+
+# The path to a CA_BUNDLE file or directory with certificates of trusted CAs.
+# (string value)
+#
+# This option has a sample default set, which means that
+# its actual default value may vary from the one documented
+# below.
+#ca_path = /etc/ca-certificates
+
+# Client side certificate, as a single file path containing either the
+# certificate only or the private key and the certificate. (string value)
+#
+# This option has a sample default set, which means that
+# its actual default value may vary from the one documented
+# below.
+#client_cert = /etc/ca-certificates/service-client-keystore
+
+# Client side private key, in case client_cert is specified but does not
+# includes the private key. (string value)
+#client_key = <None>
+
+# Timeout is the number of seconds the request will wait for your client to
+# establish a connection to a remote machine call on the socket. (string value)
+#timeout = 60
+
+
+[ssm]
+
+#
+# From caso
+#
+
+# Directory to put the generated SSM records. (string value)
+#output_path = /var/spool/apel/outgoing/openstack
+
+# Maximum number of records to send per message (integer value)
+#max_size = 100

From 56b00c8761702e1ef77df759d96cbc40b5e616c2 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 14 Oct 2025 10:19:29 +0000
Subject: [PATCH 11/12] Refactor Prometheus configuration to use flexible label
 filters

- Replaced prometheus_label_type_instance with two new options:
  - vm_uuid_label_name: configurable name of the UUID label (default: "uuid")
  - labels: list of key:value pairs for label filters (default: ["type_instance:scaph_process_power_microwatts"])
- Updated _energy_consumed_wh to parse label list and build label dictionary
- Added support for multiple label filters in any combination
- Updated all tests to use new configuration structure
- Regenerated etc/caso/caso.conf.sample with oslo-config-generator
- Updated prometheus-extractor.rst documentation:
  - New configuration parameters explained
  - Added examples for multiple label filters
  - Updated troubleshooting section
- All tests pass (4/4 prometheus tests)

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 caso/extract/prometheus.py            | 34 +++++++++++++++-----
 caso/tests/extract/test_prometheus.py | 11 +++++++
 doc/source/prometheus-extractor.rst   | 45 ++++++++++++++++++++-------
 etc/caso/caso.conf.sample             | 10 ++++--
 4 files changed, 79 insertions(+), 21 deletions(-)

diff --git a/caso/extract/prometheus.py b/caso/extract/prometheus.py
index aff4552d..744f274e 100644
--- a/caso/extract/prometheus.py
+++ b/caso/extract/prometheus.py
@@ -39,9 +39,16 @@
         help="Name of the Prometheus metric to query for energy consumption.",
     ),
     cfg.StrOpt(
-        "prometheus_label_type_instance",
-        default="scaph_process_power_microwatts",
-        help="Value for the type_instance label in Prometheus queries.",
+        "vm_uuid_label_name",
+        default="uuid",
+        help="Name of the label that matches the VM UUID in Prometheus metrics.",
+    ),
+    cfg.ListOpt(
+        "labels",
+        default=["type_instance:scaph_process_power_microwatts"],
+        help="List of label filters as key:value pairs to filter the Prometheus "
+        "metric (e.g., 'type_instance:scaph_process_power_microwatts'). "
+        "The VM UUID label will be added automatically based on vm_uuid_label_name.",
     ),
     cfg.IntOpt(
         "prometheus_step_seconds",
@@ -99,6 +106,8 @@ def _energy_consumed_wh(self, vm_uuid):
         step_seconds = CONF.prometheus.prometheus_step_seconds
         query_range = CONF.prometheus.prometheus_query_range
         verify_ssl = CONF.prometheus.prometheus_verify_ssl
+        vm_uuid_label_name = CONF.prometheus.vm_uuid_label_name
+        label_filters = CONF.prometheus.labels
 
         prom = prometheus_api_client.PrometheusConnect(
             url=prom_url, disable_ssl=not verify_ssl
@@ -107,11 +116,20 @@ def _energy_consumed_wh(self, vm_uuid):
         # factor = step_seconds / 3600 converts µW·s to µWh
         factor = step_seconds / 3600
 
-        # Build labels for this VM
-        labels = {
-            "type_instance": CONF.prometheus.prometheus_label_type_instance,
-            "uuid": vm_uuid,
-        }
+        # Build labels dictionary from the list of "key:value" strings
+        labels = {}
+        for label_filter in label_filters:
+            if ":" in label_filter:
+                key, value = label_filter.split(":", 1)
+                labels[key.strip()] = value.strip()
+            else:
+                LOG.warning(
+                    f"Invalid label filter format '{label_filter}', "
+                    "expected 'key:value'. Skipping."
+                )
+
+        # Add the VM UUID label
+        labels[vm_uuid_label_name] = vm_uuid
 
         # Build label string: {key="value", ...}
         label_selector = ",".join(f'{k}="{v}"' for k, v in labels.items())
diff --git a/caso/tests/extract/test_prometheus.py b/caso/tests/extract/test_prometheus.py
index edaf9676..d85ecbe4 100644
--- a/caso/tests/extract/test_prometheus.py
+++ b/caso/tests/extract/test_prometheus.py
@@ -60,6 +60,17 @@ def configured_extractor(mock_flavors):
     # Configure CONF
     CONF.set_override("site_name", "TEST-Site")
     CONF.set_override("service_name", "TEST-Service")
+    CONF.set_override("prometheus_endpoint", "http://localhost:9090", group="prometheus")
+    CONF.set_override("prometheus_metric_name", "prometheus_value", group="prometheus")
+    CONF.set_override("vm_uuid_label_name", "uuid", group="prometheus")
+    CONF.set_override(
+        "labels",
+        ["type_instance:scaph_process_power_microwatts"],
+        group="prometheus",
+    )
+    CONF.set_override("prometheus_step_seconds", 30, group="prometheus")
+    CONF.set_override("prometheus_query_range", "1h", group="prometheus")
+    CONF.set_override("prometheus_verify_ssl", True, group="prometheus")
 
     with mock.patch(
         "caso.extract.openstack.base.BaseOpenStackExtractor.__init__",
diff --git a/doc/source/prometheus-extractor.rst b/doc/source/prometheus-extractor.rst
index c3fd4982..89c519e8 100644
--- a/doc/source/prometheus-extractor.rst
+++ b/doc/source/prometheus-extractor.rst
@@ -24,8 +24,11 @@ prometheus_endpoint = http://localhost:9090
 # Name of the Prometheus metric to query
 prometheus_metric_name = prometheus_value
 
-# Value for the type_instance label
-prometheus_label_type_instance = scaph_process_power_microwatts
+# Name of the label that matches the VM UUID
+vm_uuid_label_name = uuid
+
+# List of label filters as key:value pairs
+labels = type_instance:scaph_process_power_microwatts
 
 # Frequency between samples in seconds
 prometheus_step_seconds = 30
@@ -43,14 +46,16 @@ The Prometheus extractor:
 
 1. **Scans VMs**: Retrieves the list of VMs from Nova for each configured project
 2. **Queries Per VM**: For each VM, executes a Prometheus query using the configured metric name and labels
-3. **Calculates Energy**: Uses the formula `sum_over_time(metric_name{type_instance="value", uuid="vm-uuid"}[query_range]) * (step_seconds/3600) / 1000000` to convert microwatt power samples to Watt-hours
-4. **Creates Records**: Generates an `EnergyRecord` for each VM with energy consumption data and execution metrics
+3. **Builds Labels**: Combines the configured label filters with the VM UUID label (e.g., `{type_instance="scaph_process_power_microwatts", uuid="vm-uuid"}`)
+4. **Calculates Energy**: Uses the formula `sum_over_time(metric_name{labels}[query_range]) * (step_seconds/3600) / 1000000` to convert microwatt power samples to Watt-hours
+5. **Creates Records**: Generates an `EnergyRecord` for each VM with energy consumption data and execution metrics
 
 ## Configuration Parameters
 
 - **prometheus_endpoint**: URL of the Prometheus server (default: `http://localhost:9090`)
 - **prometheus_metric_name**: Name of the metric to query (default: `prometheus_value`)
-- **prometheus_label_type_instance**: Value for the `type_instance` label used to filter metrics (default: `scaph_process_power_microwatts`)
+- **vm_uuid_label_name**: Name of the label that matches the VM UUID in Prometheus metrics (default: `uuid`)
+- **labels**: List of label filters as `key:value` pairs to filter the Prometheus metric. The VM UUID label will be added automatically (default: `["type_instance:scaph_process_power_microwatts"]`)
 - **prometheus_step_seconds**: Frequency between samples in the time series, in seconds (default: `30`)
 - **prometheus_query_range**: Time range for the query (default: `1h`). Examples: `1h`, `6h`, `24h`
 - **prometheus_verify_ssl**: Whether to verify SSL certificates when connecting to Prometheus (default: `true`)
@@ -65,7 +70,8 @@ Scaphandre exports energy metrics in microwatts:
 [prometheus]
 prometheus_endpoint = http://prometheus.example.com:9090
 prometheus_metric_name = prometheus_value
-prometheus_label_type_instance = scaph_process_power_microwatts
+vm_uuid_label_name = uuid
+labels = type_instance:scaph_process_power_microwatts
 prometheus_step_seconds = 30
 prometheus_query_range = 6h
 prometheus_verify_ssl = false
@@ -79,12 +85,28 @@ If you have custom energy metrics with different labels:
 [prometheus]
 prometheus_endpoint = http://prometheus.example.com:9090
 prometheus_metric_name = my_custom_power_metric
-prometheus_label_type_instance = my_power_label_value
+vm_uuid_label_name = instance_id
+labels = environment:production,datacenter:dc1
 prometheus_step_seconds = 60
 prometheus_query_range = 1h
 prometheus_verify_ssl = true
 ```
 
+### For Multiple Label Filters
+
+You can specify multiple label filters:
+
+```ini
+[prometheus]
+prometheus_endpoint = http://prometheus.example.com:9090
+prometheus_metric_name = node_power_watts
+vm_uuid_label_name = vm_uuid
+labels = type_instance:power_consumption,source:ipmi,rack:rack42
+prometheus_step_seconds = 30
+prometheus_query_range = 1h
+prometheus_verify_ssl = true
+```
+
 ## Energy Record Format
 
 The Prometheus extractor generates `EnergyRecord` objects with the following fields:
@@ -140,7 +162,8 @@ messengers = ssm
 [prometheus]
 prometheus_endpoint = http://prometheus.example.com:9090
 prometheus_metric_name = prometheus_value
-prometheus_label_type_instance = scaph_process_power_microwatts
+vm_uuid_label_name = uuid
+labels = type_instance:scaph_process_power_microwatts
 prometheus_step_seconds = 30
 prometheus_query_range = 6h
 prometheus_verify_ssl = false
@@ -156,7 +179,7 @@ output_path = /var/spool/apel/outgoing/openstack
 - Check that your metric exists in Prometheus UI
 - Ensure the metric has data for the configured time range
 - Verify VMs exist in the configured projects
-- Check that the metric has the required labels (`type_instance` and `uuid`)
+- Check that the metric has the required labels (those specified in `labels` config and the UUID label specified by `vm_uuid_label_name`)
 
 **Connection timeout:**
 - Check network connectivity to Prometheus
@@ -165,8 +188,8 @@ output_path = /var/spool/apel/outgoing/openstack
 
 **Invalid query results:**
 - Ensure your metric contains instantaneous power values in microwatts
-- Check that the metric has the `uuid` label matching VM UUIDs
-- Verify the `type_instance` label matches your configuration
+- Check that the metric has the UUID label matching VM UUIDs (configured via `vm_uuid_label_name`)
+- Verify the label filters match your configuration
 - Test the query in Prometheus UI: `sum_over_time(prometheus_value{type_instance="scaph_process_power_microwatts", uuid="<vm-uuid>"}[1h])`
 
 **No VMs found:**
diff --git a/etc/caso/caso.conf.sample b/etc/caso/caso.conf.sample
index 732083ec..3eeabbf5 100644
--- a/etc/caso/caso.conf.sample
+++ b/etc/caso/caso.conf.sample
@@ -410,8 +410,14 @@
 # Name of the Prometheus metric to query for energy consumption. (string value)
 #prometheus_metric_name = prometheus_value
 
-# Value for the type_instance label in Prometheus queries. (string value)
-#prometheus_label_type_instance = scaph_process_power_microwatts
+# Name of the label that matches the VM UUID in Prometheus metrics. (string
+# value)
+#vm_uuid_label_name = uuid
+
+# List of label filters as key:value pairs to filter the Prometheus metric
+# (e.g., 'type_instance:scaph_process_power_microwatts'). The VM UUID label
+# will be added automatically based on vm_uuid_label_name. (list value)
+#labels = type_instance:scaph_process_power_microwatts
 
 # Frequency between samples in the time series (in seconds). (integer value)
 #prometheus_step_seconds = 30

From e114f3a1450931ebc7f207300b3a36b50db97802 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 21 Oct 2025 17:38:53 +0000
Subject: [PATCH 12/12] fix: correct energy record calculations and add CPU
 normalization factor

- Add cpu_normalization_factor configuration option (default: 1.0)
- Fix Work calculation: Work = CpuDuration_s / Energy_wh (was cpu_duration_s / 3600.0)
- Fix Efficiency calculation: Efficiency = CpuDuration_s / WallClockTime_s (was hardcoded 0.5)
- Fix Energy_wh calculation: Apply CPU normalization factor to raw Prometheus energy
- Add division by zero protection for Work and Efficiency calculations
- Fix black formatting issues in test_prometheus.py
- Add cpu_normalization_factor to test fixture configuration
- Regenerate caso.conf.sample with new prometheus configuration section
- All tests passing (4 prometheus tests + 14 record tests)

Co-authored-by: alvarolopez <468751+alvarolopez@users.noreply.github.com>
---
 caso/extract/prometheus.py            |  34 +++-
 caso/tests/extract/test_prometheus.py |   5 +-
 etc/caso/caso.conf.sample             | 279 +++-----------------------
 3 files changed, 54 insertions(+), 264 deletions(-)

diff --git a/caso/extract/prometheus.py b/caso/extract/prometheus.py
index 744f274e..8028da55 100644
--- a/caso/extract/prometheus.py
+++ b/caso/extract/prometheus.py
@@ -65,6 +65,11 @@
         default=True,
         help="Whether to verify SSL when connecting to Prometheus.",
     ),
+    cfg.FloatOpt(
+        "cpu_normalization_factor",
+        default=1.0,
+        help="CPU normalization factor to apply to energy measurements.",
+    ),
 ]
 
 CONF.import_opt("site_name", "caso.extract.base")
@@ -189,7 +194,7 @@ def _build_energy_record(self, server, energy_value, extract_from, extract_to):
         """Build an energy consumption record for a VM.
 
         :param server: Nova server object
-        :param energy_value: Energy consumption value in Wh
+        :param energy_value: Energy consumption value in Wh (raw from Prometheus)
         :param extract_from: Start time for extraction period
         :param extract_to: End time for extraction period
         :returns: EnergyRecord object
@@ -234,22 +239,31 @@ def _build_energy_record(self, server, energy_value, extract_from, extract_to):
         # ExecUnitFinished: 0 if running, 1 if stopped/deleted
         exec_unit_finished = 0 if vm_status in ["active", "running"] else 1
 
-        # Calculate work (CPU time in hours)
-        work = cpu_duration_s / 3600.0
+        # Get CPU normalization factor from configuration
+        cpu_normalization_factor = CONF.prometheus.cpu_normalization_factor
+
+        # Apply CPU normalization factor to energy
+        energy_wh = energy_value * cpu_normalization_factor
 
-        # Calculate efficiency (simple model: actual work / max possible work)
-        # Efficiency can be calculated as actual energy vs theoretical max
-        # For now, use a default value
-        efficiency = 0.5  # Placeholder
+        # Calculate work: CpuDuration_s / Energy_wh
+        # Avoid division by zero
+        if energy_wh > 0:
+            work = cpu_duration_s / energy_wh
+        else:
+            work = 0.0
 
-        # CPU normalization factor (default to 1.0 if not available)
-        cpu_normalization_factor = 1.0
+        # Calculate efficiency: CpuDuration_s / WallClockTime_s
+        # Avoid division by zero
+        if wall_clock_time_s > 0:
+            efficiency = cpu_duration_s / wall_clock_time_s
+        else:
+            efficiency = 0.0
 
         r = record.EnergyRecord(
             exec_unit_id=uuid.UUID(vm_uuid),
             start_exec_time=start_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
             end_exec_time=end_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
-            energy_wh=energy_value,
+            energy_wh=energy_wh,
             work=work,
             efficiency=efficiency,
             wall_clock_time_s=wall_clock_time_s,
diff --git a/caso/tests/extract/test_prometheus.py b/caso/tests/extract/test_prometheus.py
index d85ecbe4..0fad5f43 100644
--- a/caso/tests/extract/test_prometheus.py
+++ b/caso/tests/extract/test_prometheus.py
@@ -60,7 +60,9 @@ def configured_extractor(mock_flavors):
     # Configure CONF
     CONF.set_override("site_name", "TEST-Site")
     CONF.set_override("service_name", "TEST-Service")
-    CONF.set_override("prometheus_endpoint", "http://localhost:9090", group="prometheus")
+    CONF.set_override(
+        "prometheus_endpoint", "http://localhost:9090", group="prometheus"
+    )
     CONF.set_override("prometheus_metric_name", "prometheus_value", group="prometheus")
     CONF.set_override("vm_uuid_label_name", "uuid", group="prometheus")
     CONF.set_override(
@@ -71,6 +73,7 @@ def configured_extractor(mock_flavors):
     CONF.set_override("prometheus_step_seconds", 30, group="prometheus")
     CONF.set_override("prometheus_query_range", "1h", group="prometheus")
     CONF.set_override("prometheus_verify_ssl", True, group="prometheus")
+    CONF.set_override("cpu_normalization_factor", 1.0, group="prometheus")
 
     with mock.patch(
         "caso.extract.openstack.base.BaseOpenStackExtractor.__init__",
diff --git a/etc/caso/caso.conf.sample b/etc/caso/caso.conf.sample
index 3eeabbf5..e382d064 100644
--- a/etc/caso/caso.conf.sample
+++ b/etc/caso/caso.conf.sample
@@ -1,73 +1,5 @@
 [DEFAULT]
 
-#
-# From caso
-#
-
-# List of messengers that will dispatch records. valid values are
-# logstash,noop,ssm,ssmv4. You can specify more than one messenger. (list
-# value)
-#messengers = noop
-
-# Spool directory. (string value)
-#spooldir = /var/spool/caso
-
-# Directory to use for lock files. For security, the specified directory should
-# only be writable by the user running the processes that need locking.
-# Defaults to environment variable CASO_LOCK_PATH or $spooldir (string value)
-#lock_path = $spooldir
-
-# Extract records but do not push records to SSM. This will not update the last
-# run date. (boolean value)
-#dry_run = false
-
-# Site name as in GOCDB. (string value)
-#site_name = <None>
-
-# Service name within the site (string value)
-#service_name = $site_name
-
-# List of projects to extract accounting records from. You can use this option,
-# or add 'caso' tag to the project in Keystone. Please refer to the
-# documentation for more details. (list value)
-#projects =
-
-# Tag used to mark a project in Keystone to be extracted by cASO (string value)
-#caso_tag = caso
-
-# Property key used to get the VO name from the project properties.  (string
-# value)
-#vo_property = VO
-
-# DEPRECATED: File containing the VO <-> project mapping as used in Keystone-
-# VOMS. (string value)
-# This option is deprecated for removal.
-# Its value may be silently ignored in the future.
-# Reason: This option is marked for removal in the next release. Please see the
-# release notes, and migrate your current configuration to use the new project
-# mapping as soon as possible. If you already migrated your configuration,
-# please remove the JSON file to get rid of this message.
-#mapping_file = /etc/caso/voms.json
-
-# Extract record changes until this date. If it is not set, we use now. If a
-# server has ended after this date, it will be included, but the consuption
-# reported will end on this date. If no time zone is specified, UTC will be
-# used. (string value)
-#extract_to = <None>
-
-# Extract records that have changed after this date. This means that if a
-# record has started before this date, and it has changed after this date (i.e.
-# it is still running or it has ended) it will be reported.
-# If it is not set, extract records from last run. If it is set to None and
-# last run file is not present, it will extract records from the beginning of
-# time. If no time zone is specified, UTC will be used. (string value)
-#extract_from = <None>
-
-# Which extractor to use for getting the data. If you do not specify anything,
-# nova will be used. Available choices are ['cinder', 'neutron', 'nova',
-# 'prometheus'] (list value)
-#extractor = nova,cinder,neutron
-
 #
 # From oslo.config
 #
@@ -157,12 +89,6 @@
 # set. (boolean value)
 #use_stderr = false
 
-# DEPRECATED: Log output to Windows Event Log. (boolean value)
-# This option is deprecated for removal.
-# Its value may be silently ignored in the future.
-# Reason: Windows support is no longer maintained.
-#use_eventlog = false
-
 # (Optional) Set the 'color' key according to log levels. This option takes
 # effect only when logging to stderr or stdout is used. This option is ignored
 # if log_config_append is set. (boolean value)
@@ -256,179 +182,6 @@
 #fatal_deprecations = false
 
 
-[accelerator]
-
-#
-# From caso
-#
-
-# Metadata key used to retrieve the accelerator type from the flavor
-# properties. (string value)
-#type_key = Accelerator:Type
-
-# Metadata key used to retrieve the accelerator vendor from the flavor
-# properties. (string value)
-#vendor_key = Accelerator:Vendor
-
-# Metadata key used to retrieve the accelerator model from the flavor
-# properties. (string value)
-#model_key = Accelerator:Model
-
-# Metadata key used to retrieve the accelerator number from the flavor
-# properties. (string value)
-#number_key = Accelerator:Number
-
-
-[benchmark]
-
-#
-# From caso
-#
-
-# Metadata key used to retrieve the benchmark type from the flavor properties.
-# (string value)
-#name_key = accounting:benchmark_type
-
-# Metadata key used to retrieve the benchmark value from the flavor properties.
-# (string value)
-#value_key = accounting:benchmark_value
-
-
-[keystone_auth]
-
-#
-# From caso
-#
-
-# Authentication type to load (string value)
-# Deprecated group/name - [keystone_auth]/auth_plugin
-#auth_type = <None>
-
-# Config Section from which to load plugin specific options (string value)
-#auth_section = <None>
-
-# PEM encoded Certificate Authority to use when verifying HTTPs connections.
-# (string value)
-#cafile = <None>
-
-# PEM encoded client certificate cert file (string value)
-#certfile = <None>
-
-# PEM encoded client certificate key file (string value)
-#keyfile = <None>
-
-# Verify HTTPS connections. (boolean value)
-#insecure = false
-
-# Timeout value for http requests (integer value)
-#timeout = <None>
-
-# Collect per-API call timing information. (boolean value)
-#collect_timing = false
-
-# Log requests to multiple loggers. (boolean value)
-#split_loggers = false
-
-# Authentication URL (string value)
-#auth_url = <None>
-
-# Scope for system operations (string value)
-#system_scope = <None>
-
-# Domain ID to scope to (string value)
-#domain_id = <None>
-
-# Domain name to scope to (string value)
-#domain_name = <None>
-
-# Project ID to scope to (string value)
-# Deprecated group/name - [keystone_auth]/tenant_id
-#project_id = <None>
-
-# Project name to scope to (string value)
-# Deprecated group/name - [keystone_auth]/tenant_name
-#project_name = <None>
-
-# Domain ID containing project (string value)
-#project_domain_id = <None>
-
-# Domain name containing project (string value)
-#project_domain_name = <None>
-
-# ID of the trust to use as a trustee use (string value)
-#trust_id = <None>
-
-# Optional domain ID to use with v3 and v2 parameters. It will be used for both
-# the user and project domain in v3 and ignored in v2 authentication. (string
-# value)
-#default_domain_id = <None>
-
-# Optional domain name to use with v3 API and v2 parameters. It will be used
-# for both the user and project domain in v3 and ignored in v2 authentication.
-# (string value)
-#default_domain_name = <None>
-
-# User id (string value)
-#user_id = <None>
-
-# Username (string value)
-# Deprecated group/name - [keystone_auth]/user_name
-#username = <None>
-
-# User's domain id (string value)
-#user_domain_id = <None>
-
-# User's domain name (string value)
-#user_domain_name = <None>
-
-# User's password (string value)
-#password = <None>
-
-
-[logstash]
-
-#
-# From caso
-#
-
-# Logstash host to send records to. (string value)
-#host = localhost
-
-# Logstash server port. (integer value)
-#port = 5000
-
-
-[prometheus]
-
-#
-# From caso
-#
-
-# Prometheus server endpoint URL. (string value)
-#prometheus_endpoint = http://localhost:9090
-
-# Name of the Prometheus metric to query for energy consumption. (string value)
-#prometheus_metric_name = prometheus_value
-
-# Name of the label that matches the VM UUID in Prometheus metrics. (string
-# value)
-#vm_uuid_label_name = uuid
-
-# List of label filters as key:value pairs to filter the Prometheus metric
-# (e.g., 'type_instance:scaph_process_power_microwatts'). The VM UUID label
-# will be added automatically based on vm_uuid_label_name. (list value)
-#labels = type_instance:scaph_process_power_microwatts
-
-# Frequency between samples in the time series (in seconds). (integer value)
-#prometheus_step_seconds = 30
-
-# Query time range (e.g., '1h', '6h', '24h'). (string value)
-#prometheus_query_range = 1h
-
-# Whether to verify SSL when connecting to Prometheus. (boolean value)
-#prometheus_verify_ssl = true
-
-
 [sample_remote_file_source]
 # Example of using a remote_file source
 #
@@ -493,14 +246,34 @@
 #timeout = 60
 
 
-[ssm]
+[prometheus]
 
 #
-# From caso
+# From caso.extract.prometheus
 #
 
-# Directory to put the generated SSM records. (string value)
-#output_path = /var/spool/apel/outgoing/openstack
+# Prometheus server endpoint URL. (string value)
+#prometheus_endpoint = http://localhost:9090
+
+# Name of the Prometheus metric to query for energy consumption. (string value)
+#prometheus_metric_name = prometheus_value
+
+# Name of the label that matches the VM UUID in Prometheus metrics. (string value)
+#vm_uuid_label_name = uuid
+
+# List of label filters as key:value pairs to filter the Prometheus metric (e.g.,
+# 'type_instance:scaph_process_power_microwatts'). The VM UUID label will be added
+# automatically based on vm_uuid_label_name. (list value)
+#labels = type_instance:scaph_process_power_microwatts
+
+# Frequency between samples in the time series (in seconds). (integer value)
+#prometheus_step_seconds = 30
+
+# Query time range (e.g., '1h', '6h', '24h'). (string value)
+#prometheus_query_range = 1h
+
+# Whether to verify SSL when connecting to Prometheus. (boolean value)
+#prometheus_verify_ssl = true
 
-# Maximum number of records to send per message (integer value)
-#max_size = 100
+# CPU normalization factor to apply to energy measurements. (floating point value)
+#cpu_normalization_factor = 1.0