variables for progress

moved gitlab ci to awi-utils

See merge request bec/csaxs_bec!16

.gitlab-ci.yml

@@ -1,105 +1,7 @@
-# This file is a template, and might need editing before it works on your project.
-# Official language image. Look for the different tagged releases at:
-# https://hub.docker.com/r/library/python/tags/
-image: $CI_DEPENDENCY_PROXY_GROUP_IMAGE_PREFIX/python:3.10
-
-workflow:
-  rules:
-    - if: $CI_PIPELINE_SOURCE == "schedule"
-    - if: $CI_PIPELINE_SOURCE == "web"
-    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
-    - if: $CI_COMMIT_BRANCH && $CI_OPEN_MERGE_REQUESTS
-      when: never
-    - if: $CI_COMMIT_BRANCH
-
 include:
-  - template: Security/Secret-Detection.gitlab-ci.yml
-  - project: "bec/awi_utils"
-    file: "awi_utils/test_pkg_versions/.gitlab-ci-job-check-pkg.yml"
+  - project: bec/awi_utils
+    file: /templates/plugin-repo-template.yml
+    inputs:
+      name: "csaxs"
+      target: "csaxs_bec"
 
-#commands to run in the Docker container before starting each job.
-before_script:
-  - pip install -e .[dev]
-
-# different stages in the pipeline
-stages:
-  - Formatter
-  - test # must be called test for security/secret-detection to work
-  - AdditionalTests
-  - Deploy
-
-pylint:
-  stage: Formatter
-  script:
-    - pip install pylint pylint-exit anybadge
-    - pip install -e .[dev]
-    - mkdir ./pylint
-    - pylint ./csaxs_bec --output-format=text --output=./pylint/pylint.log | tee ./pylint/pylint.log || pylint-exit $?
-    - PYLINT_SCORE=$(sed -n 's/^Your code has been rated at \([-0-9.]*\)\/.*/\1/p' ./pylint/pylint.log)
-    - anybadge --label=Pylint --file=pylint/pylint.svg --value=$PYLINT_SCORE 2=red 4=orange 8=yellow 10=green
-    - echo "Pylint score is $PYLINT_SCORE"
-  artifacts:
-    paths:
-      - ./pylint/
-    expire_in: 1 week
-
-pylint-check:
-  stage: Formatter
-  needs: []
-  allow_failure: true
-  before_script:
-    - pip install pylint pylint-exit anybadge
-    - apt-get update
-    - apt-get install -y bc
-  script:
-    # Identify changed Python files
-    - if [ "$CI_PIPELINE_SOURCE" == "merge_request_event" ]; then
-      TARGET_BRANCH_COMMIT_SHA=$(git rev-parse $CI_MERGE_REQUEST_TARGET_BRANCH_NAME);
-      CHANGED_FILES=$(git diff --name-only $SOURCE_BRANCH_COMMIT_SHA $TARGET_BRANCH_COMMIT_SHA | grep '\.py$' || true);
-      else
-      CHANGED_FILES=$(git diff --name-only $CI_COMMIT_BEFORE_SHA $CI_COMMIT_SHA | grep '\.py$' || true);
-      fi
-    - if [ -z "$CHANGED_FILES" ]; then echo "No Python files changed."; exit 0; fi
-
-    # Run pylint only on changed files
-    - mkdir ./pylint
-    - pylint $CHANGED_FILES --output-format=text . | tee ./pylint/pylint_changed_files.log || pylint-exit $?
-    - PYLINT_SCORE=$(sed -n 's/^Your code has been rated at \([-0-9.]*\)\/.*/\1/p' ./pylint/pylint_changed_files.log)
-    - echo "Pylint score is $PYLINT_SCORE"
-
-    # Fail the job if the pylint score is below 9
-    - if [ "$(echo "$PYLINT_SCORE < 9" | bc)" -eq 1 ]; then echo "Your pylint score is below the acceptable threshold (9)."; exit 1; fi
-  artifacts:
-    paths:
-      - ./pylint/
-    expire_in: 1 week
-
-secret_detection:
-  before_script:
-    - ""
-
-config_test:
-  stage: test
-  script:
-    - ophyd_test --config ./csaxs_bec/device_configs/ --output ./config_tests
-  artifacts:
-    paths:
-      - ./config_tests
-    when: on_failure
-    expire_in: "30 days"
-  allow_failure: true
-
-pytest:
-  stage: test
-  script:
-    - pip install coverage
-    - coverage run --source=./csaxs_bec -m pytest -v --junitxml=report.xml --random-order --full-trace ./tests
-    - coverage report
-    - coverage xml
-  coverage: '/(?i)total.*? (100(?:\.0+)?\%|[1-9]?\d(?:\.\d+)?\%)$/'
-  artifacts:
-    reports:
-      junit: report.xml
-      coverage_report:
-        coverage_format: cobertura
-        path: coverage.xml

csaxs_bec/bec_ipython_client/plugins/LamNI/lamni_optics_mixin.py

@@ -13,6 +13,166 @@ umv = builtins.__dict__.get("umv")
 bec = builtins.__dict__.get("bec")
 
 
+class LamNIInitError(Exception):
+    pass
+
+
+class LaMNIInitStagesMixin:
+    def lamni_init_stages(self):
+        user_input = input("Starting initialization of LamNI stages. OK? [y/n]")
+        if user_input == "y":
+            print("staring...")
+            dev.lsamrot.enabled=True
+        else:
+            return
+
+        if self.check_all_axes_of_lamni_referenced():
+            user_input = input("Continue anyways? [y/n]")
+            if user_input == "y":
+                print("ok then...")
+            else:
+                return
+
+        axis_id_lsamrot = dev.lsamrot._config["deviceConfig"].get("axis_Id")
+        if dev.lsamrot.controller.get_motor_limit_switch(axis_id_lsamrot)[1] == False:
+            user_input = input("The rotation stage will be moved to one limit [y/n]")
+            if user_input == "y":
+                print("starting...")
+            else:
+                return
+
+            self.drive_axis_to_limit(dev.lsamrot, "forward")
+            dev.lsamrot.enabled=False
+            print("Now hard reboot the controller and run the initialization routine again.")
+            print("The controller will be disabled in bec. To enable dev.lsamrot.enabled=True")
+            return
+
+        user_input = input(
+            "Init of loptz. Can the stage move to the upstream limit without collision?? [y/n]"
+        )
+        if user_input == "y":
+            print("ok then...")
+        else:
+            return
+
+        print("Referencing loptz")
+        self.drive_axis_to_limit(dev.loptz, "forward")
+        self.find_reference_mark(dev.loptz)
+
+        print("Referencing loptx")
+        self.drive_axis_to_limit(dev.loptx, "reverse")
+        self.find_reference_mark(dev.loptx)
+
+        print("Referencing lopty")
+        self.drive_axis_to_limit(dev.lopty, "forward")
+        self.find_reference_mark(dev.lopty)
+
+        print("Referencing lsamx")
+        self.drive_axis_to_limit(dev.lsamx, "forward")
+        self.find_reference_mark(dev.lsamx)
+
+        print("Referencing lsamy")
+        self.drive_axis_to_limit(dev.lsamy, "reverse")
+        self.find_reference_mark(dev.lsamy)
+
+        # the dual encoder requires the reference mark to pass on both encoders
+        print("Referencing lsamrot")
+        self.drive_axis_to_limit(dev.lsamrot, "reverse")
+        time.sleep(0.1)
+        self.find_reference_mark(dev.lsamrot)
+
+        user_input = input("Init of leye. Can the stage move to -x limit without collision? [y/n]")
+        if user_input == "y":
+            print("starting...")
+        else:
+            return
+
+        print("Referencing leyex")
+        self.drive_axis_to_limit(dev.leyex, "forward")
+        print("Referencing leyey")
+        self.drive_axis_to_limit(dev.leyey, "forward")
+
+        # set_lm lsamx 6 14
+        # set_lm lsamy 6 14
+        # set_lm lsamrot -3 362
+        # set_lm loptx -1 -0.2
+        # set_lm lopty 3.0 3.6
+        # set_lm loptz 82 87
+        # set_lm leyex 0 25
+        # set_lm leyey 0.5 50
+
+        print("Init of Smaract stages")
+        dev.losax.controller.find_reference_mark(2, 0, 1000, 1)
+        time.sleep(1)
+        dev.losax.controller.find_reference_mark(0, 0, 1000, 1)
+        time.sleep(1)
+        dev.losax.controller.find_reference_mark(1, 0, 1000, 1)
+        time.sleep(1)
+        #dev.losax.controller.find_reference_mark(3, 1, 1000, 1)
+        #time.sleep(1)
+        #dev.losax.controller.find_reference_mark(4, 1, 1000, 1)
+        #time.sleep(1)
+
+        # set_lm losax -1.5 0.25
+        # set_lm losay -2.5 4.1
+        # set_lm losaz -4.1 -0.5
+        # set_lm lcsy -1.5 5
+
+        self._align_setup()
+
+    def find_reference_mark(self, device):
+        axis_id = device._config["deviceConfig"].get("axis_Id")
+        axis_id_numeric = self.axis_id_to_numeric(axis_id)
+        device.controller.find_reference(axis_id_numeric)
+
+    def drive_axis_to_limit(self, device, direction):
+        axis_id = device._config["deviceConfig"].get("axis_Id")
+        axis_id_numeric = self.axis_id_to_numeric(axis_id)
+        device.controller.drive_axis_to_limit(axis_id_numeric, direction)
+
+    def axis_id_to_numeric(self, axis_id) -> int:
+        return ord(axis_id.lower()) - 97
+
+    def _align_setup(self):
+        user_input = input("Start moving stages to default initial positions? [y/n]")
+        if user_input == "y":
+            print("Start moving stages...")
+        else:
+            print("Stopping.")
+            return
+
+        lsamx_center = dev.lsamx.user_parameter.get("center")
+        if lsamx_center is None:
+            raise LamNIInitError(
+                "Could not find a lsamx center position. Please check your device config."
+            )
+        lsamy_center = dev.lsamy.user_parameter.get("center")
+        if lsamy_center is None:
+            raise LamNIInitError(
+                "Could not find a lsamy center position. Please check your device config."
+            )
+        umv(dev.lsamx, lsamx_center, dev.lsamy, lsamy_center, dev.loptx, -0.3, dev.lopty, 0)
+        umv(dev.losax, -1)
+        umv(dev.loptz, 82.25)
+        umv(dev.lsamrot, -1)
+        umv(dev.lsamrot, 0)
+
+        time.sleep(2)
+        dev.rtx.controller.feedback_disable_and_even_reset_lamni_angle_interferometer()
+
+    def check_all_axes_of_lamni_referenced(self):
+        if (
+            dev.losax.controller.axis_is_referenced(0)
+            & dev.losax.controller.axis_is_referenced(1)
+            & dev.losax.controller.axis_is_referenced(2)
+            & dev.lsamx.controller.all_axes_referenced()
+        ):
+            print("All axes of LamNI are referenced.")
+            return True
+        else:
+            return False
+
+
 class LamNIOpticsMixin:
     @staticmethod
     def _get_user_param_safe(device, var):

csaxs_bec/bec_ipython_client/plugins/LamNI/x_ray_eye_align.py

@@ -17,6 +17,7 @@ from typeguard import typechecked
 from csaxs_bec.bec_ipython_client.plugins.cSAXS import epics_get, epics_put, fshopen
 
 from .lamni_optics_mixin import LamNIOpticsMixin
+from .lamni_optics_mixin import LaMNIInitStagesMixin
 
 logger = bec_logger.logger
 bec = builtins.__dict__.get("bec")
@@ -32,7 +33,7 @@ class XrayEyeAlign:
         self.lamni = lamni
         self.device_manager = client.device_manager
         self.scans = client.scans
-        self.xeye = self.device_manager.devices.xeye
+        # self.xeye = self.device_manager.devices.xeye
         self.alignment_values = defaultdict(list)
         self._reset_init_values()
         self.corr_pos_x = []
@@ -511,7 +512,7 @@ class LamNI(LamNIOpticsMixin):
         super().__init__()
         self.client = client
         self.align = XrayEyeAlign(client, self)
-
+        self.init = LaMNIInitStagesMixin()
         self.check_shutter = True
         self.check_light_available = True
         self.check_fofb = True
@@ -524,6 +525,7 @@ class LamNI(LamNIOpticsMixin):
         self._beam_is_okay = True
         self._stop_beam_check_event = None
         self.beam_check_thread = None
+        self.progress = {}
 
     def get_beamline_checks_enabled(self):
         print(
@@ -586,6 +588,27 @@ class LamNI(LamNIOpticsMixin):
     def tomo_circfov(self, val: float):
         self.client.set_global_var("tomo_circfov", val)
 
+    @property
+    def tomo_type(self):
+        val = self.client.get_global_var("tomo_type")
+        if val is None:
+            return 1
+        return val
+
+    @tomo_type.setter
+    def tomo_type(self, val: float):
+        if val == 1:
+            # equally spaced tomography with 8 sub tomograms
+            self.client.set_global_var("tomo_type", val)
+        #elif val == 2:
+        #    # golden ratio tomography (sorted bunches)
+        #    self.client.set_global_var("tomo_type", val)
+        #elif val == 3:
+        #    # equally spaced tomography with starting angles shifted by golden ratio
+        #    self.client.set_global_var("tomo_type", val)
+        else:
+            raise ValueError("Unknown tomo_type.")
+
     @property
     def tomo_countingtime(self):
         val = self.client.get_global_var("tomo_countingtime")
@@ -948,47 +971,73 @@ class LamNI(LamNIOpticsMixin):
         # _tomo_shift_angles (potential global variable)
         _tomo_shift_angles = 0
         angle_end = start_angle + 360
-        for angle in np.linspace(
+        angles = np.linspace(
             start_angle + _tomo_shift_angles,
             angle_end,
             num=int(360 / self.tomo_angle_stepsize) + 1,
             endpoint=True,
-        ):
-            successful = False
-            error_caught = False
-            if 0 <= angle < 360.05:
-                print(f"Starting LamNI scan for angle {angle}")
-                while not successful:
-                    self._start_beam_check()
-                    if not self.special_angles:
-                        self._current_special_angles = []
-                    if self._current_special_angles:
-                        next_special_angle = self._current_special_angles[0]
-                        if np.isclose(angle, next_special_angle, atol=0.5):
-                            self._current_special_angles.pop(0)
-                            num_repeats = self.special_angle_repeats
-                    else:
-                        num_repeats = 1
-                    try:
-                        start_scan_number = bec.queue.next_scan_number
-                        for i in range(num_repeats):
-                            self._at_each_angle(angle)
-                        error_caught = False
-                    except AlarmBase as exc:
-                        if exc.alarm_type == "TimeoutError":
-                            bec.queue.request_queue_reset()
-                            time.sleep(2)
-                            error_caught = True
-                        else:
-                            raise exc
+        )
+        # reverse even sub-tomograms
+        if not (subtomo_number % 2):
+            angles = np.flip(angles)
+        for angle in angles:
+            self.progress["subtomo"] = subtomo_number
+            self.progress["subtomo_projection"] = angles.index(angle)
+            self.progress["subtomo_total_projections"] = 180 / self.tomo_angle_stepsize
+            self.progress["projection"] = (subtomo_number - 1) * self.progress[
+                "subtomo_total_projections"
+            ] + self.progress["subtomo_projection"]
+            self.progress["total_projections"] = 180 / self.tomo_angle_stepsize * 8
+            self.progress["angle"] = angle
+            self._tomo_scan_at_angle(angle, subtomo_number)
 
-                    if self._was_beam_okay() and not error_caught:
-                        successful = True
+    def _print_progress(self):
+        print("\x1b[95mProgress report:")
+        print(f"Tomo type: ....................... {self.progress['tomo_type']}")
+        print(f"Projection: ...................... {self.progress['projection']}")
+        print(f"Total projections expected ....... {self.progress['total_projections']}")
+        print(f"Angle: ........................... {self.progress['angle']}")
+        print(f"Current subtomo: ................. {self.progress['subtomo']}")
+        print(f"Current projection within subtomo: {self.progress['subtomo_projection']}\x1b[0m")
+
+
+    def _tomo_scan_at_angle(self, angle, subtomo_number):
+        successful = False
+        error_caught = False
+        if 0 <= angle < 360.05:
+            print(f"Starting LamNI scan for angle {angle} in subtomo {subtomo_number}")
+            self._print_progress()
+            while not successful:
+                self._start_beam_check()
+                if not self.special_angles:
+                    self._current_special_angles = []
+                if self._current_special_angles:
+                    next_special_angle = self._current_special_angles[0]
+                    if np.isclose(angle, next_special_angle, atol=0.5):
+                        self._current_special_angles.pop(0)
+                        num_repeats = self.special_angle_repeats
+                else:
+                    num_repeats = 1
+                try:
+                    start_scan_number = bec.queue.next_scan_number
+                    for i in range(num_repeats):
+                        self._at_each_angle(angle)
+                    error_caught = False
+                except AlarmBase as exc:
+                    if exc.alarm_type == "TimeoutError":
+                        bec.queue.request_queue_reset()
+                        time.sleep(2)
+                        error_caught = True
                     else:
-                        self._wait_for_beamline_checks()
-                end_scan_number = bec.queue.next_scan_number
-                for scan_nr in range(start_scan_number, end_scan_number):
-                    self._write_tomo_scan_number(scan_nr, angle, subtomo_number)
+                        raise exc
+
+                if self._was_beam_okay() and not error_caught:
+                    successful = True
+                else:
+                    self._wait_for_beamline_checks()
+            end_scan_number = bec.queue.next_scan_number
+            for scan_nr in range(start_scan_number, end_scan_number):
+                self._write_tomo_scan_number(scan_nr, angle, subtomo_number)
 
     def _write_tomo_scan_number(self, scan_number: int, angle: float, subtomo_number: int) -> None:
         tomo_scan_numbers_file = os.path.expanduser(
@@ -1006,22 +1055,29 @@ class LamNI(LamNIOpticsMixin):
         scans = builtins.__dict__.get("scans")
         self._current_special_angles = self.special_angles.copy()
 
-        if subtomo_start == 1 and start_angle is None:
+        if (self.tomo_type == 1 and subtomo_start == 1 and start_angle is None):
             # pylint: disable=undefined-variable
-            self.tomo_id = self.add_sample_database(
-                self.sample_name,
-                str(datetime.date.today()),
-                bec.active_account.decode(),
-                bec.queue.next_scan_number,
-                "lamni",
-                "test additional info",
-                "BEC",
-            )
-            self.write_pdf_report()
+            if bec.active_account != "":
+                self.tomo_id = self.add_sample_database(
+                    self.sample_name,
+                    str(datetime.date.today()),
+                    bec.active_account.decode(),
+                    bec.queue.next_scan_number,
+                    "lamni",
+                    "test additional info",
+                    "BEC",
+                )
+                self.write_pdf_report()
+            else:
+                self.tomo_id = 0
+
         with scans.dataset_id_on_hold:
-            for ii in range(subtomo_start, 9):
-                self.sub_tomo_scan(ii, start_angle=start_angle)
-                start_angle = None
+            if self.tomo_type == 1:
+                # 8 equally spaced sub-tomograms
+                self.progress["tomo_type"] = "Equally spaced sub-tomograms"
+                for ii in range(subtomo_start, 9):
+                    self.sub_tomo_scan(ii, start_angle=start_angle)
+                    start_angle = None
 
     def tomo_parameters(self):
         """print and update the tomo parameters"""
@@ -1044,8 +1100,10 @@ class LamNI(LamNIOpticsMixin):
         print(f"   _tomo_fovy_offset       <mm>  =  {self.align.tomo_fovy_offset}")
         print(f"   _manual_shift_x         <mm>  =  {self.manual_shift_x}")
         print(f"   _manual_shift_y         <mm>  =  {self.manual_shift_y}")
-        print(f"Angular step within sub-tomogram:   {self.tomo_angle_stepsize} degrees")
-        print(f"Resulting in number of projections: {360/self.tomo_angle_stepsize*8}")
+        if self.tomo_type == 1:
+            print("\x1b[1mTomo type 1:\x1b[0m 8 equally spaced sub-tomograms")
+            print(f"Total number of projections: {360/self.tomo_angle_stepsize*8}")
+            print(f"Angular step within sub-tomogram:   {self.tomo_angle_stepsize} degrees")
         print(f"Sample name: {self.sample_name}\n")
 
         user_input = input("Are these parameters correctly set for your scan? ")

csaxs_bec/devices/galil/galil_ophyd.py

@@ -118,6 +118,9 @@ class GalilController(Controller):
         rt_not_blocked_by_galil = bool(self.socket_put_and_receive(f"MG@OUT[9]"))
         air_off = bool(self.socket_put_and_receive(f"MG@OUT[13]"))
         return rt_not_blocked_by_galil and air_off
+    
+    def get_digital_input(self,channel):
+        return bool(float(self.socket_put_and_receive(f"MG @IN[{channel}]").strip()))
 
     def axis_is_referenced(self, axis_Id_numeric) -> bool:
         return bool(float(self.socket_put_and_receive(f"MG axisref[{axis_Id_numeric}]").strip()))
@@ -146,9 +149,9 @@ class GalilController(Controller):
         self.socket_put_confirmed(f"naxis={axis_Id_numeric}")
         self.socket_put_confirmed(f"ndir={direction_flag}")
         self.socket_put_confirmed("XQ#NEWPAR")
-        time.sleep(0.005)
+        time.sleep(0.1)
         self.socket_put_confirmed("XQ#FES")
-        time.sleep(0.01)
+        time.sleep(0.1)
         while self.is_axis_moving(None, axis_Id_numeric):
             time.sleep(0.01)
 
@@ -169,8 +172,10 @@ class GalilController(Controller):
         Args:
             axis_Id_numeric (int): Axis number
         """
+        time.sleep(0.1)
         self.socket_put_confirmed(f"naxis={axis_Id_numeric}")
         self.socket_put_and_receive("XQ#NEWPAR")
+        time.sleep(0.1)
         self.socket_put_confirmed("XQ#FRM")
         time.sleep(0.1)
         while self.is_axis_moving(None, axis_Id_numeric):
@@ -241,12 +246,42 @@ class GalilController(Controller):
         print(t)
 
         self.show_running_threads()
+        self.show_status_other()
+
+    def show_status_other(self):
+        #Todo: move to lgalil specific section
+        if(self.get_digital_input(5)):
+            print("Emergency stop is not pushed.")
+        else:
+            print("Emergency stop is pushed.")
+        if(self.get_digital_input(6)):
+            print("Driver axis 2 error.")
+        if(self.get_digital_input(13)):
+            print("No air pressure at inner rotation.")
+        else:
+            print("There is air pressure at the inner rotation.")
+        if(self.get_digital_input(14)):
+            print("No air pressure at outer rotation axial.")
+        else:
+            print("There is air pressure at the outer rotation axial.")
+        if(self.get_digital_input(15)):
+            print("No air pressure at outer rotation radial.")
+        else:
+            print("There is air pressure at the outer rotation radial.")
+        swver = float(self.socket_put_and_receive("MGswver"))
+        print(f"Lgalil LAMNI firmware version {swver:2.0f}.")
 
     def galil_show_all(self) -> None:
         for controller in self._controller_instances.values():
             if isinstance(controller, GalilController):
                 controller.describe()
 
+    def lamni_lights_off(self):
+        self.socket_put_confirmed("SB1")
+
+    def lamni_lights_on(self):
+        self.socket_put_confirmed("CB1")
+
     @staticmethod
     def axis_Id_to_numeric(axis_Id: str) -> int:
         return ord(axis_Id.lower()) - 97
@@ -334,12 +369,16 @@ class GalilSetpointSignal(GalilSignalBase):
                 time.sleep(0.1)
 
             if self.parent.axis_Id_numeric == 2:
-                angle_status = self.parent.device_manager.devices[
-                    self.parent.rt
-                ].obj.controller.feedback_status_angle_lamni()
-
-                if angle_status:
-                    self.controller.socket_put_confirmed("angintf=1")
+                try:
+                    rt = self.parent.device_manager.devices[self.parent.rt]
+                    if rt.enabled:
+                        angle_status = self.parent.device_manager.devices[
+                            self.parent.rt
+                        ].obj.controller.feedback_status_angle_lamni()
+                        if angle_status:
+                            self.controller.socket_put_confirmed("angintf=1")
+                except KeyError:
+                    logger.warning("RT is disabled. Failed to update RT angle interferometer status to galil.")
 
             self.controller.socket_put_confirmed(f"naxis={self.parent.axis_Id_numeric}")
             self.controller.socket_put_confirmed(f"ntarget={target_val:.3f}")

tests/tests_devices/test_mcs_card.py

@@ -172,7 +172,11 @@ def test_on_mca_data(mock_det, values, expected_nothing):
     [
         (
             {"scan_id": 123},
-            {"mca1": [100, 120, 140], "mca3": [200, 220, 240], "mca4": [300, 320, 340]},
+            {
+                "mca1": {"value": [100, 120, 140]},
+                "mca3": {"value": [200, 220, 240]},
+                "mca4": {"value": [300, 320, 340]},
+            },
         )
     ],
 )