Preview PDU name beside karabo-da at plots titles

It was requested by Dmitry from FXE before to have the PDU name shown along with the karabo_da for module plots.

Description

• Adding the PDU name in the plots for Correction and Dark notebook.
• Remove unused db-module parameter from first cell.

How Has This Been Tested?

Running notebook manually.

Relevant Documents (optional)

SPB_IRDA_JF4M-DARK-ADAPTIVE_OLD.pdf

SPB_IRDA_JF4M-DARK-ADAPTIVE_NEW.pdf

SPB_IRDA_JF4M-CORRECT-SINGLE_OLD_pdu.pdf

SPB_IRDA_JF4M-CORRECT-SINGLE_NEW_pdu.pdf

@mramilli

Types of changes

• Exposing more information in the report.

Checklist:

Reviewers

@calibration

notebooks/Jungfrau/Jungfrau_Gain_Correct_and_Verify_NBC.ipynb

@@ -87,6 +87,7 @@
     "from cal_tools.tools import (\n",
     "    get_constant_from_db_and_time,\n",
     "    get_dir_creation_date,\n",
+    "    get_pdu_from_db,\n",
     "    map_seq_files,\n",
     "    write_compressed_frames,\n",
     ")\n",
@@ -226,7 +227,6 @@
     "    gain_mode=gain_mode,\n",
     ")\n",
     "\n",
-    "\n",
     "def get_constants_for_module(karabo_da: str):\n",
     "    \"\"\" Get calibration constants for given module of Jungfrau\n",
     "\n",
@@ -554,7 +554,22 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "for mod in rim_data: \n",
+    "db_modules = get_pdu_from_db(\n",
+    "    karabo_id=karabo_id,\n",
+    "    karabo_da=karabo_da,\n",
+    "    constant=Constants.jungfrau.Offset(),\n",
+    "    condition=condition,\n",
+    "    cal_db_interface=cal_db_interface,\n",
+    "    snapshot_at=creation_time)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for pdu, mod in zip(db_modules, karabo_da):\n",
     "    h, ex, ey = np.histogram2d(\n",
     "        rim_data[mod].flatten(),\n",
     "        gim_data[mod].flatten(),\n",
@@ -565,7 +580,7 @@
     "        h, (ex, ey),\n",
     "        \"Signal (ADU)\",\n",
     "        \"Gain Bit Value (high gain=0[00], medium gain=1[01], low gain=3[11])\",\n",
-    "        f\"Module {mod}\")"
+    "        f\"Module {mod} ({pdu})\")"
    ]
   },
   {
@@ -583,7 +598,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "for mod in rim_data: \n",
+    "for pdu, mod in zip(db_modules, karabo_da):\n",
     "    fig = plt.figure(figsize=(20, 10))\n",
     "    ax = fig.add_subplot(111)\n",
     "\n",
@@ -593,7 +608,7 @@
     "        vmax=max(1.5*np.median(rim_data[mod][rim_data[mod] > 0]), 16000),\n",
     "        cmap=\"jet\")\n",
     "\n",
-    "    ax.set_title(f'Module {mod}')\n",
+    "    ax.set_title(f'Module {mod} ({pdu})')\n",
     "    cb = fig.colorbar(im, ax=ax)"
    ]
   },
@@ -612,7 +627,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "for mod in rim_data: \n",
+    "for pdu, mod in zip(db_modules, karabo_da):\n",
     "    fig = plt.figure(figsize=(20, 10))\n",
     "    ax = fig.add_subplot(111)\n",
     "\n",
@@ -622,7 +637,7 @@
     "        vmax=max(2.*np.median(fim_data[mod][fim_data[mod] > 0]), 100),\n",
     "        cmap=\"jet\")\n",
     "\n",
-    "    ax.set_title(f'Module {mod}', size=18)\n",
+    "    ax.set_title(f'Module {mod} ({pdu})', size=18)\n",
     "    cb = fig.colorbar(im, ax=ax)"
    ]
   },
@@ -641,7 +656,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "for mod in rim_data: \n",
+    "for pdu, mod in zip(db_modules, karabo_da):\n",
     "    fig = plt.figure(figsize=(20, 10))\n",
     "    ax = fig.add_subplot(111)\n",
     "\n",
@@ -651,7 +666,7 @@
     "        vmax=max(2.*np.median(fim_data[mod][0, ...]), 100),\n",
     "        cmap=\"jet\")\n",
     "\n",
-    "    ax.set_title(f'Module {mod}', size=18)\n",
+    "    ax.set_title(f'Module {mod} ({pdu})', size=18)\n",
     "    cb = fig.colorbar(im, ax=ax)"
    ]
   },
@@ -668,7 +683,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "for mod in rim_data: \n",
+    "for pdu, mod in zip(db_modules, karabo_da):\n",
     "    fig = plt.figure(figsize=(20,10))\n",
     "    ax = fig.add_subplot(211)\n",
     "    h = ax.hist(\n",
@@ -679,7 +694,7 @@
     "    )\n",
     "    l = ax.set_xlabel(\"Signal (keV)\")\n",
     "    l = ax.set_ylabel(\"Counts\")\n",
-    "    _ = ax.set_title(f'Module {mod}')\n",
+    "    _ = ax.set_title(f'Module {mod} ({pdu})')\n",
     "\n",
     "    ax = fig.add_subplot(212)\n",
     "    h = ax.hist(\n",
@@ -690,7 +705,7 @@
     "    )\n",
     "    l = ax.set_xlabel(\"Signal (keV)\")\n",
     "    l = ax.set_ylabel(\"Counts\")\n",
-    "    _ = ax.set_title(f'Module {mod}')"
+    "    _ = ax.set_title(f'Module {mod} ({pdu})')"
    ]
   },
   {
@@ -708,13 +723,13 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "for mod in rim_data: \n",
+    "for pdu, mod in zip(db_modules, karabo_da):\n",
     "    fig = plt.figure(figsize=(20, 10))\n",
     "    ax = fig.add_subplot(111)\n",
     "    im = ax.imshow(\n",
     "        np.max(gim_data[mod], axis=0),\n",
     "        vmin=0, vmax=3, cmap=\"jet\")\n",
-    "    ax.set_title(f'Module {mod}', size=18)\n",
+    "    ax.set_title(f'Module {mod} ({pdu})', size=18)\n",
     "    cb = fig.colorbar(im, ax=ax)"
    ]
   },
@@ -756,13 +771,13 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "for mod in rim_data: \n",
+    "for pdu, mod in zip(db_modules, karabo_da):\n",
     "    fig = plt.figure(figsize=(20, 10))\n",
     "    ax = fig.add_subplot(111)\n",
     "    im = ax.imshow(\n",
     "        np.log2(msk_data[mod][0,...]),\n",
     "        vmin=0, vmax=32, cmap=\"jet\")\n",
-    "    ax.set_title(f'Module {mod}', size=18)\n",
+    "    ax.set_title(f'Module {mod} ({pdu})', size=18)\n",
     "    cb = fig.colorbar(im, ax=ax)"
    ]
   }