diff --git a/nircam_calib/reffile_creation/crds_completeness_check/nircam_crds_completeness_check.ipynb b/nircam_calib/reffile_creation/crds_completeness_check/nircam_crds_completeness_check.ipynb
index 692ee83..5282e4d 100644
--- a/nircam_calib/reffile_creation/crds_completeness_check/nircam_crds_completeness_check.ipynb
+++ b/nircam_calib/reffile_creation/crds_completeness_check/nircam_crds_completeness_check.ipynb
@@ -2,6 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
+   "id": "07b1d629",
    "metadata": {},
    "source": [
     "# NIRCam CRDS Completeness Check"
@@ -9,6 +10,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "7c8117e4",
    "metadata": {},
    "source": [
     "This notebook captures all supported NIRCam configurations (exp_type/detector/subarray/filter/pupil/etc) and queries CRDS using each configuration, in order to be sure that appropriate reference files exist."
@@ -16,6 +18,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "5bc775bc",
    "metadata": {},
    "source": [
     "Page listing exp_types and which pipelines they are to be processed through: \n",
@@ -27,6 +30,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "fbe97c38",
    "metadata": {},
    "source": [
     "MIMF are all FULL and tagged as NRC_IMAGE\n",
@@ -36,6 +40,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "21cbbacc",
    "metadata": {},
    "source": [
     "## Table of Contents"
@@ -43,6 +48,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "d547ecc6",
    "metadata": {},
    "source": [
     "*Table of Contents:*,\n",
@@ -95,6 +101,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "012488f0",
    "metadata": {},
    "source": [
     "make sure you have the right exp_types for engineering imaging. It can be several values. right now I think I'm using only nrc_image"
@@ -103,6 +110,21 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "06d11647",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os \n",
+    "\n",
+    "# Specify path and server as TEST\n",
+    "os.environ['CRDS_PATH'] = '/grp/crds/jwst/'\n",
+    "os.environ['CRDS_SERVER_URL'] = \"https://jwst-crds.stsci.edu\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "83bfbf87",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -112,8 +134,17 @@
     "from crds import CrdsLookupError"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "df7529c3",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "markdown",
+   "id": "2db285b4",
    "metadata": {},
    "source": [
     "---\n",
@@ -124,6 +155,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "807ef727",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -160,6 +192,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "6f986c60",
    "metadata": {},
    "source": [
     "---\n",
@@ -169,6 +202,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "eb9160c6",
    "metadata": {},
    "source": [
     "<a id='imaging_params'></a>\n",
@@ -177,6 +211,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "5fccf77d",
    "metadata": {},
    "source": [
     "NRC_IMAGE data are run through calwebb_detector1, calwebb_image2, and calwebb_image3"
@@ -185,6 +220,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "331fb5a5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -199,6 +235,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3727d3ac",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -214,6 +251,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "6b29d1a8",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -225,6 +263,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "313b7175",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -235,6 +274,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "ba3ed3a7",
    "metadata": {},
    "source": [
     "<a id='wfss_params'></a>\n",
@@ -243,6 +283,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "91fd39cc",
    "metadata": {},
    "source": [
     "WFSS data are run through calwebb_detector1, calwebb_spec2, calwebb_spec3"
@@ -251,6 +292,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "cabf1812",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -267,6 +309,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "ae6708dc",
    "metadata": {},
    "source": [
     "<a id='tsimage_params'></a>\n",
@@ -275,6 +318,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "5efdcd9d",
    "metadata": {},
    "source": [
     "Imaging Time Series data are run through calwebb_detector1, calwebb_image2, calwebb_tso3"
@@ -283,12 +327,13 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "903f4ad6",
    "metadata": {},
    "outputs": [],
    "source": [
     "nrc_tsimg_exptype = 'NRC_TSIMAGE'\n",
     "nrc_tsimg_sw_detectors = ['NRCB1']\n",
-    "nrc_tsimg_sw_subarrays = ['FULL', 'SUB400P', 'SUB160P', 'SUB64P']\n",
+    "nrc_tsimg_sw_subarrays = ['FULLP', 'SUB400P', 'SUB160P', 'SUB64P']\n",
     "nrc_tsimg_sw_filterpupil = ['F070W/CLEAR', 'F090W/CLEAR', 'F115W/CLEAR', 'F150W/CLEAR',\n",
     "                            'F150W2/CLEAR', 'F200W/CLEAR', 'F140M/CLEAR',  'F182M/CLEAR',\n",
     "                            'F210M/CLEAR', 'F187N/CLEAR', 'F212N/CLEAR', 'WLP4/CLEAR',\n",
@@ -299,11 +344,12 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "23cde927",
    "metadata": {},
    "outputs": [],
    "source": [
     "nrc_tsimg_lw_detectors = ['NRCBLONG']\n",
-    "nrc_tsimg_lw_subarrays = ['FULL', 'SUB400P', 'SUB160P', 'SUB64P']\n",
+    "nrc_tsimg_lw_subarrays = ['FULLP', 'SUB400P', 'SUB160P', 'SUB64P']\n",
     "nrc_tsimg_lw_filterpupil = ['F277W/CLEAR', 'F322W2/CLEAR', 'F356W/CLEAR', 'F444W/CLEAR',\n",
     "                            'F250M/CLEAR', 'F300M/CLEAR',  'F335M/CLEAR', 'F360M/CLEAR',\n",
     "                            'F410M/CLEAR', 'F430M/CLEAR', 'F460M/CLEAR', 'F480M/CLEAR',\n",
@@ -313,6 +359,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "873925fc",
    "metadata": {},
    "source": [
     "These combinations are for data that are collected contemporaneously with grism time\n",
@@ -322,6 +369,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "858fc19c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -333,6 +381,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "8e560fbb",
    "metadata": {},
    "source": [
     "<a id='tsgrism_params'></a>\n",
@@ -341,6 +390,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "e89a44cf",
    "metadata": {},
    "source": [
     "Grism Time Series data are run through calwebb_detector1, calwebb_image2, calwebb_tso3"
@@ -349,6 +399,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "a6d9c2f2",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -360,6 +411,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "4782703d",
    "metadata": {},
    "source": [
     "<a id='coron_params'></a>\n",
@@ -368,6 +420,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "95925e1a",
    "metadata": {},
    "source": [
     "Coronagraphy data are run through calwebb_detector1, calwebb_image2, calwebb_coron3"
@@ -376,6 +429,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f44de8a5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -385,17 +439,18 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f155af25",
    "metadata": {},
    "outputs": [],
    "source": [
     "nrc_coron_sw_round_detectors = ['NRCA2']\n",
-    "nrc_coron_sw_round_mask = ['MASK210R']\n",
-    "nrc_coron_sw_subarrays = ['FULL', 'SUB640A210R']\n",
+    "nrc_coron_sw_round_mask = ['MASKA210R']\n",
+    "nrc_coron_sw_round_subarrays = ['FULL', 'SUB640A210R']\n",
     "nrc_coron_sw_round_filterpupils = ['F200W/MASKRND', 'F182M/MASKRND', 'F210M/MASKRND',\n",
     "                                   'F187N/MASKRND', 'F212N/MASKRND']\n",
     "\n",
     "nrc_coron_sw_bar_detectors = ['NRCA4']\n",
-    "nrc_coron_sw_bar_mask = ['FULL', 'MASKSWB']\n",
+    "nrc_coron_sw_bar_mask = ['MASKASWB']\n",
     "nrc_coron_sw_bar_subarrays = ['FULL', 'SUB640ASWB']\n",
     "nrc_coron_sw_bar_filterpupils = ['F200W/MASKBAR', 'F182M/MASKBAR', 'F210M/MASKBAR',\n",
     "                                   'F187N/MASKBAR', 'F212N/MASKBAR']"
@@ -404,24 +459,25 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f04271af",
    "metadata": {},
    "outputs": [],
    "source": [
     "nrc_coron_lw_detectors = ['NRCALONG']\n",
-    "nrc_coron_lw_round_335_mask = ['MASK335R']\n",
+    "nrc_coron_lw_round_335_mask = ['MASKA335R']\n",
     "nrc_coron_lw_round_335_subarrays = ['FULL', 'SUB320A335R']\n",
     "nrc_coron_lw_round_335_filterpupils = ['F322W2/MASKRND', 'F356W/MASKRND', 'F250M/MASKRND',\n",
     "                                   'F300M/MASKRND', 'F335M/MASKRND', 'F360M/MASKRND',\n",
     "                                   'F410M/MASKRND']\n",
     "\n",
-    "nrc_coron_lw_round_430_mask = ['MASK430R']\n",
+    "nrc_coron_lw_round_430_mask = ['MASKA430R']\n",
     "nrc_coron_lw_round_430_subarrays = ['FULL', 'SUB320A430R']\n",
     "nrc_coron_lw_round_430_filterpupils = ['F322W2/MASKRND', 'F356W/MASKRND', 'F444W/MASKRND',\n",
     "                                       'F250M/MASKRND', 'F300M/MASKRND', 'F335M/MASKRND',\n",
     "                                       'F360M/MASKRND', 'F410M/MASKRND', 'F430M/MASKRND',\n",
     "                                       'F460M/MASKRND']\n",
     "\n",
-    "nrc_coron_lw_bar_mask = ['MASKLWB']\n",
+    "nrc_coron_lw_bar_mask = ['MASKALWB']\n",
     "nrc_coron_lw_bar_subarrays = ['FULL', 'SUB320ALWB']\n",
     "nrc_coron_lw_bar_filterpupils = ['F277W/MASKBAR', 'F356W/MASKBAR', 'F444W/MASKBAR',\n",
     "                                 'F250M/MASKBAR', 'F300M/MASKBAR', 'F335M/MASKBAR',\n",
@@ -431,6 +487,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "c826ce62",
    "metadata": {},
    "source": [
     "<a id='engimg_params'></a>\n",
@@ -439,6 +496,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "92908a49",
    "metadata": {},
    "source": [
     "This mode allows just about any filter/pupil/subarray combination. Latest talk is for having engineering imaging data stop after calwebb_detector1, which means no filter-dependent reference files. This makes the check much simpler, as we can just include a single filter/pupil pair in the set of parameters. No need to worry about checking all possible combinations."
@@ -447,28 +505,31 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "c227e1fa",
    "metadata": {},
    "outputs": [],
    "source": [
-    "nrc_engimg_sw_detectors = ['NRCB1']\n",
-    "nrc_engimg_sw_subarrays = ['FULL', 'SUB400P', 'SUB160P', 'SUB64P']\n",
+    "nrc_engimg_sw_detectors = ['NRCB1', 'NRCA3']\n",
+    "nrc_engimg_sw_subarrays = ['FULL', 'FULLP', 'SUB400P', 'SUB160P', 'SUB64P']\n",
     "nrc_engimg_sw_filterpupils = ['F200W/CLEAR']"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "200662bd",
    "metadata": {},
    "outputs": [],
    "source": [
-    "nrc_engimg_lw_detectors = ['NRCBLONG']\n",
-    "nrc_engimg_lw_subarrays = ['FULL', 'SUB400P', 'SUB160P', 'SUB64P']\n",
+    "nrc_engimg_lw_detectors = ['NRCBLONG', 'NRCALONG']\n",
+    "nrc_engimg_lw_subarrays = ['FULL', 'FULLP', 'SUB400P', 'SUB160P', 'SUB64P']\n",
     "nrc_engimg_lw_filterpupils = ['F444W/CLEAR']"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "15fed2ff",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -479,7 +540,7 @@
     "                                   'F187N/MASKRND', 'F212N/MASKRND']\n",
     "\n",
     "nrc_engimg_sw_bar_detectors = ['NRCB3']\n",
-    "nrc_engimg_sw_bar_mask = ['FULL', 'MASKSWB']\n",
+    "nrc_engimg_sw_bar_mask = ['MASKSWB']\n",
     "nrc_engimg_sw_bar_subarrays = ['FULL', 'SUB640BSWB']\n",
     "nrc_engimg_sw_bar_filterpupils = ['F200W/MASKBAR', 'F182M/MASKBAR', 'F210M/MASKBAR',\n",
     "                                   'F187N/MASKBAR', 'F212N/MASKBAR']"
@@ -488,6 +549,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "8e474d85",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -516,6 +578,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "aecff8b5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -529,6 +592,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "c41a4115",
    "metadata": {},
    "outputs": [],
    "source": []
@@ -536,6 +600,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "455081de",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -553,6 +618,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "da91306d",
    "metadata": {},
    "source": [
     "<a id='dark_params'></a>\n",
@@ -561,6 +627,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "29d7e0b1",
    "metadata": {},
    "source": [
     "Dark data are run through calwebb_dark"
@@ -569,6 +636,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b6108343",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -584,6 +652,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "2b86c0c1",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -598,6 +667,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "e1d2dbf5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -608,6 +678,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "52d6008e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -617,6 +688,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "074be8ae",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -632,6 +704,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "19fa54b1",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -641,6 +714,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "03c2a5dd",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -651,6 +725,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "4e4f510b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -661,6 +736,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "4c73d1f9",
    "metadata": {},
    "source": [
     "<a id='ta_params'></a>\n",
@@ -669,6 +745,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "b12470d7",
    "metadata": {},
    "source": [
     "Target Acquisition data are run through calwebb_detector1 and calwebb_image2"
@@ -677,6 +754,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "40952e68",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -685,6 +763,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "93d7e4a2",
    "metadata": {},
    "source": [
     "#### Coronagraphy"
@@ -693,6 +772,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "a76a83af",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -710,6 +790,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "587860d9",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -726,6 +807,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "34103420",
    "metadata": {},
    "source": [
     "#### Imaging Time Series"
@@ -734,6 +816,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "743f725d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -744,6 +827,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "cccc1638",
    "metadata": {},
    "source": [
     "#### Grism Time Series"
@@ -752,6 +836,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "cac81999",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -762,6 +847,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "23f85966",
    "metadata": {},
    "source": [
     "<a id='taconf_params'></a>\n",
@@ -770,6 +856,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "603d443a",
    "metadata": {},
    "source": [
     "These parameters match the coronagraphy TA parameters above.\n",
@@ -779,6 +866,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "fbe5ff58",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -788,6 +876,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "c786055e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -805,6 +894,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "ecb92683",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -821,6 +911,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "5ef2adde",
    "metadata": {},
    "source": [
     "<a id='focus_params'></a>\n",
@@ -829,6 +920,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "c97a5cf9",
    "metadata": {},
    "source": [
     "It appears that NRC_FOCUS data can be taken with any combination of filter/pupil (at least, they are all selectable in APT)\n",
@@ -839,6 +931,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "e6301979",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -881,6 +974,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "69223194",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -928,6 +1022,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "863d1a1f",
    "metadata": {},
    "source": [
     "<a id='flat_params'></a>\n",
@@ -936,6 +1031,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "f6df0186",
    "metadata": {},
    "source": [
     "NRC_FLAT data will be processed through calwebb_detector1"
@@ -944,6 +1040,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "8b35ebfc",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -959,6 +1056,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "a734ffd3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -973,6 +1071,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "169233d7",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -987,6 +1086,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "a2000a10",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1000,6 +1100,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "646b8086",
    "metadata": {},
    "source": [
     "<a id='led_params'></a>\n",
@@ -1008,6 +1109,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "5ea5cded",
    "metadata": {},
    "source": [
     "NRC_LED data will be processed through calwebb_detector1, so no need to worry about filter/pupil combinations"
@@ -1016,6 +1118,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "62e1fa34",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1028,6 +1131,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "9677cd4b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1038,6 +1142,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "4b7618b7",
    "metadata": {},
    "source": [
     "<a id='grism_params'></a>\n",
@@ -1046,6 +1151,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "4e9227ec",
    "metadata": {},
    "source": [
     "NRC_GRISM data will be processed through calwebb_detector1 - This exp_type should only come about when using engineering imaging with the grism in place."
@@ -1054,6 +1160,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b8b1ac71",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1071,6 +1178,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "706a7370",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1081,12 +1189,14 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b02391eb",
    "metadata": {},
    "outputs": [],
    "source": []
   },
   {
    "cell_type": "markdown",
+   "id": "4e6325f4",
    "metadata": {},
    "source": [
     "---\n",
@@ -1097,6 +1207,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "5d75ee9f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1122,6 +1233,7 @@
     "    missing = False\n",
     "    for entry in config_list:\n",
     "        query = query_crds(entry, reffiles)\n",
+    "                \n",
     "        if 'MISSING' in query.values():\n",
     "            missing = True\n",
     "            missing_types = [filetype for filetype, val in query.items() if val == 'MISSING']\n",
@@ -1142,6 +1254,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "dc58bd76",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1209,6 +1322,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "aef79e8a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1238,6 +1352,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "13654862",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1308,6 +1423,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "25fbc127",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1342,6 +1458,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "558ec48c",
    "metadata": {},
    "source": [
     "---\n",
@@ -1351,6 +1468,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "051a0ce2",
    "metadata": {},
    "source": [
     "<a id='imaging_combos'></a>\n",
@@ -1360,6 +1478,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "da9714ac",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1381,6 +1500,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "45e2c328",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1402,6 +1522,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "7ef48d64",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1411,6 +1532,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "9e7991b9",
    "metadata": {},
    "source": [
     "<a id='wfss_combos'></a>\n",
@@ -1420,6 +1542,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "d22c3d43",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1433,6 +1556,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "cc3e8dc0",
    "metadata": {},
    "source": [
     "<a id='tsimage_combos'></a>\n",
@@ -1442,6 +1566,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f5ab19c2",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1459,6 +1584,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f9cad33b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1475,6 +1601,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "ea62c072",
    "metadata": {},
    "source": [
     "<a id='tsgrism_combos'></a>\n",
@@ -1484,6 +1611,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "cf8ed36f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1497,6 +1625,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "896f3d4c",
    "metadata": {},
    "source": [
     "<a id='coron_combos'></a>\n",
@@ -1506,14 +1635,15 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "eb408851",
    "metadata": {},
    "outputs": [],
    "source": [
     "nrc_coron_sw_round_lvl1 = list_of_dictionaries(nrc_coron_exptype, nrc_coron_sw_round_detectors,\n",
-    "                                               nrc_coron_sw_subarrays, nrc_coron_sw_round_filterpupils,\n",
+    "                                               nrc_coron_sw_round_subarrays, nrc_coron_sw_round_filterpupils,\n",
     "                                               detector1=True)\n",
     "nrc_coron_sw_bar_lvl1 = list_of_dictionaries(nrc_coron_exptype, nrc_coron_sw_bar_detectors,\n",
-    "                                             nrc_coron_sw_subarrays, nrc_coron_sw_bar_filterpupils,\n",
+    "                                             nrc_coron_sw_bar_subarrays, nrc_coron_sw_bar_filterpupils,\n",
     "                                             detector1=True)\n",
     "nrc_coron_lw_round_335_lvl1 = list_of_dictionaries(nrc_coron_exptype, nrc_coron_lw_detectors,\n",
     "                                                   nrc_coron_lw_round_335_subarrays,\n",
@@ -1532,15 +1662,16 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "04f412f0",
    "metadata": {},
    "outputs": [],
    "source": [
     "nrc_coron_sw_round_lvl2 = list_of_dictionaries(nrc_coron_exptype, nrc_coron_sw_round_detectors,\n",
-    "                                               nrc_coron_sw_subarrays, nrc_coron_sw_round_filterpupils,\n",
+    "                                               nrc_coron_sw_round_subarrays, nrc_coron_sw_round_filterpupils,\n",
     "                                               coronmasks=nrc_coron_sw_round_mask,\n",
     "                                               detector1=False)\n",
     "nrc_coron_sw_bar_lvl2 = list_of_dictionaries(nrc_coron_exptype, nrc_coron_sw_bar_detectors,\n",
-    "                                             nrc_coron_sw_subarrays, nrc_coron_sw_bar_filterpupils,\n",
+    "                                             nrc_coron_sw_bar_subarrays, nrc_coron_sw_bar_filterpupils,\n",
     "                                             coronmasks=nrc_coron_sw_bar_mask,\n",
     "                                             detector1=False)\n",
     "nrc_coron_lw_round_335_lvl2 = list_of_dictionaries(nrc_coron_exptype, nrc_coron_lw_detectors,\n",
@@ -1562,6 +1693,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "da1b25d5",
    "metadata": {},
    "source": [
     "<a id='engimg_combos'></a>\n",
@@ -1570,6 +1702,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "8a12c9f5",
    "metadata": {},
    "source": [
     "Engineering imaging data are only processed through calwebb_detector1. Since none of the reference files used in there depend on filters or coronagraphic masks, we don't need to specify those here."
@@ -1578,6 +1711,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "804d5d12",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1592,6 +1726,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "6f924da6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1610,6 +1745,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "11344376",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1633,6 +1769,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "df89becf",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1649,6 +1786,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "1673d5ed",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1664,6 +1802,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "b8883e4f",
    "metadata": {},
    "source": [
     "<a id='dark_combos'></a>\n",
@@ -1672,6 +1811,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "27e83431",
    "metadata": {},
    "source": [
     "NRC_DARK data are only processed through a specialized version of calwebb_detector1"
@@ -1680,6 +1820,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "18f21bbc",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1691,6 +1832,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "6bc60eff",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1702,6 +1844,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "2f959e59",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1713,6 +1856,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "83826fe5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1724,6 +1868,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "053a6d1c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1735,6 +1880,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "66d64322",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1745,6 +1891,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "2eeff22c",
    "metadata": {},
    "source": [
     "<a id='ta_combos'></a>\n",
@@ -1754,6 +1901,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f07d10b8",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1765,6 +1913,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "047028a4",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1776,6 +1925,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f36936b9",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1789,6 +1939,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3ca0e78b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1802,6 +1953,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "32dc652b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1815,6 +1967,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "8504bba6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1826,6 +1979,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "6d1bb02c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1837,6 +1991,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "315fdca5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1848,6 +2003,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "ae0dd6b8",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1859,6 +2015,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "fa889ffa",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1872,6 +2029,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "36afe42c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1885,6 +2043,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "aa0e1c9b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1898,6 +2057,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "713d8e5d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1909,6 +2069,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "042be645",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1919,6 +2080,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "10a64cdd",
    "metadata": {},
    "source": [
     "<a id='taconfirm_combos'></a>\n",
@@ -1928,6 +2090,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "66a94b87",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1939,6 +2102,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "9e1d6300",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1950,6 +2114,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "366fde61",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1963,6 +2128,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "718af45f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1976,6 +2142,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "76960ab2",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1989,6 +2156,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "713d55d3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2000,6 +2168,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "66c89c87",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2011,6 +2180,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "797c4cb6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2024,6 +2194,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "03872114",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2037,6 +2208,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "a649914f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2049,6 +2221,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "95ea39ea",
    "metadata": {},
    "source": [
     "<a id='focus_combos'></a>\n",
@@ -2058,6 +2231,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "d1958895",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2075,6 +2249,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "fcebb112",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2091,6 +2266,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "42d92a89",
    "metadata": {},
    "source": [
     "<a id='flat_combos'></a>\n",
@@ -2100,6 +2276,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "2edfc0f8",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2122,6 +2299,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "bbb127cc",
    "metadata": {},
    "source": [
     "<a id='led_combos'></a>\n",
@@ -2131,6 +2309,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "864022a0",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2145,6 +2324,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "1644f1c1",
    "metadata": {},
    "source": [
     "<a id='grism_combos'></a>\n",
@@ -2154,6 +2334,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "c3a92267",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2167,6 +2348,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "d4095137",
    "metadata": {},
    "source": [
     "---\n",
@@ -2176,6 +2358,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "8e1897ac",
    "metadata": {},
    "source": [
     "<a id='imaging_queries'></a>\n",
@@ -2184,6 +2367,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "59c107f3",
    "metadata": {},
    "source": [
     "Imaging mode data run through calwebb_detector1, calwebb_image2, and calwebb_image3, so we need to check for reference files associated with all three."
@@ -2192,6 +2376,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "fec9998f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2201,6 +2386,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "bf693fba",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2210,6 +2396,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f4e84fc4",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2218,6 +2405,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "b6d2d433",
    "metadata": {},
    "source": [
     "<a id='wfss_queries'></a>\n",
@@ -2227,6 +2415,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "47efbe1d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2236,6 +2425,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "37993716",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2245,6 +2435,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "da9b9086",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2253,6 +2444,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "cc77eb4f",
    "metadata": {},
    "source": [
     "<a id='tsimage_queries'></a>\n",
@@ -2262,6 +2454,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "9201198f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2271,6 +2464,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "ff33448b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2280,6 +2474,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "16131cbf",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2289,6 +2484,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "157ddbd5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2298,6 +2494,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "5a210653",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2307,6 +2504,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f48d47fa",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2316,6 +2514,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "a9690dd3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2325,6 +2524,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "671bdf78",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2334,6 +2534,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "e6480be0",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2342,6 +2543,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "9184cf1f",
    "metadata": {},
    "source": [
     "<a id='tsgrism_queries'></a>\n",
@@ -2351,6 +2553,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3e74d56e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2360,6 +2563,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "df1cebea",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2369,6 +2573,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "727c0691",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2377,6 +2582,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "88a1f052",
    "metadata": {},
    "source": [
     "<a id='coron_queries'></a>\n",
@@ -2386,6 +2592,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "666eaaab",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2395,6 +2602,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "94489aa3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2404,6 +2612,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "5a8f99e9",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2413,6 +2622,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "151d3954",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2422,6 +2632,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "2ece4b03",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2431,6 +2642,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "c809f560",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2440,6 +2652,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "24d18111",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2449,6 +2662,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "617f052e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2458,6 +2672,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "90e4a7c7",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2467,6 +2682,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "d7a01e3d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2476,6 +2692,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "42a812c3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2485,6 +2702,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "76a2e9bf",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2494,6 +2712,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "eb0fd3d3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2503,6 +2722,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "2cb3e545",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2512,6 +2732,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "5770da44",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2520,6 +2741,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "6a0b129a",
    "metadata": {},
    "source": [
     "<a id='engimg_queries'></a>\n",
@@ -2529,6 +2751,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "26450066",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2538,6 +2761,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "4243205a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2547,6 +2771,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "2f4a9e2c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2556,6 +2781,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "702f578f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2565,6 +2791,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "2cb38b78",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2574,6 +2801,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "dda2aed5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2583,6 +2811,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "ebf06643",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2591,6 +2820,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "fcbc9688",
    "metadata": {},
    "source": [
     "How important are the missing reference files above? Will anyone be using engineering imaging with the coronagraphic masks in place?"
@@ -2599,6 +2829,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "da9d14f5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2608,6 +2839,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "db705037",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2617,6 +2849,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "2af0299f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2626,6 +2859,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "306223a9",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2634,6 +2868,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "4afcc354",
    "metadata": {},
    "source": [
     "<a id='dark_queries'></a>\n",
@@ -2643,6 +2878,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "a05d4afe",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2652,6 +2888,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "90873c82",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2661,6 +2898,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "0e58a0c3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2670,6 +2908,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "520ede97",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2679,6 +2918,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3823142e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2688,6 +2928,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "4c3534c9",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2696,6 +2937,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "a77b4e73",
    "metadata": {},
    "source": [
     "There must be more modes that need to be covered here?? Or since we're not subtracting a dark from these, all the reference files we are looking for are full-frame?"
@@ -2703,6 +2945,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "330c2fb6",
    "metadata": {},
    "source": [
     "<a id='ta_queries'></a>\n",
@@ -2712,6 +2955,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "e986abcd",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2721,6 +2965,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "fb342d0c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2730,6 +2975,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "8df3925d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2739,6 +2985,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "07f3481d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2748,6 +2995,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "895d5858",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2756,6 +3004,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "052a5350",
    "metadata": {},
    "source": [
     "TA files will eventually be processed through level 2b. "
@@ -2764,6 +3013,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "640bba14",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2773,6 +3023,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "6f35d19a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2782,6 +3033,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "69386c30",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2791,6 +3043,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "6e5f8fb0",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2800,6 +3053,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3fb2ba00",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2808,6 +3062,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "e251017f",
    "metadata": {},
    "source": [
     "<a id='taconfirm_queries'></a>\n",
@@ -2817,6 +3072,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "90469a32",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2826,6 +3082,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "2bd97b65",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2835,6 +3092,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "253e908c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2844,6 +3102,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "7591aecd",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2853,6 +3112,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "be73e929",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2862,6 +3122,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "28fe82d0",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2871,6 +3132,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "beafdb93",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2880,6 +3142,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "262d93a3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2889,6 +3152,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "598686db",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2898,6 +3162,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "680fc4ba",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2906,6 +3171,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "b749c63a",
    "metadata": {},
    "source": [
     "TA confirmation files will eventually also be processed through level 2b??"
@@ -2914,6 +3180,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "ada1eabf",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2923,6 +3190,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "07f5d212",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2932,6 +3200,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "108ca565",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2941,6 +3210,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "8b39a02d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2950,6 +3220,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "5f0612fe",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2958,6 +3229,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "fe76b2d4",
    "metadata": {},
    "source": [
     "<a id='focus_queries'></a>\n",
@@ -2967,6 +3239,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "fecdea94",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2976,6 +3249,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "bcdb8fb0",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2985,6 +3259,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "7a829b4e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2994,6 +3269,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3960fbf3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3002,6 +3278,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "ecb62d39",
    "metadata": {},
    "source": [
     "<a id='flat_queries'></a>\n",
@@ -3011,6 +3288,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "76b3928d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3020,6 +3298,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "67767a6c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3029,6 +3308,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "8b1b5694",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3038,6 +3318,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "433bd061",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3046,6 +3327,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "15b74e88",
    "metadata": {},
    "source": [
     "<a id='grism_queries'></a>\n",
@@ -3055,6 +3337,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "45e6c407",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3064,6 +3347,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "a629460e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3072,6 +3356,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "eb47a31a",
    "metadata": {},
    "source": [
     "---\n",
@@ -3081,6 +3366,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "45f66cf8",
    "metadata": {},
    "source": [
     "### Imaging"
@@ -3089,6 +3375,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "542c85d6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3098,6 +3385,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "aeb78555",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3107,6 +3395,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "9fbe5d39",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3115,6 +3404,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "5554be33",
    "metadata": {},
    "source": [
     "### WFSS"
@@ -3123,6 +3413,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b13137d3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3132,6 +3423,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "fb8055a3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3141,6 +3433,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "e957883e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3149,6 +3442,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "48855b9c",
    "metadata": {},
    "source": [
     "### Imaging Time Series"
@@ -3157,6 +3451,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "668ef6af",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3166,6 +3461,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "11839650",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3175,6 +3471,163 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b3e14e56",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8d74eda0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "nrc_coron_sw_bar_lvl1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1f4518a6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "level1b_reffiles"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5fc32075",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "query_crds(nrc_tsimg_sw_lvl1[0], level1b_reffiles)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9002cca7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "crds.getrecommendations(nrc_tsimg_sw_lvl1[0], reftypes=level1b_reffiles)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b62867bc",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from copy import deepcopy"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7c7379b7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "testpars = deepcopy(nrc_tsimg_sw_lvl1[0])\n",
+    "testpars['EXP_TYPE'] = 'NRC_DARK'\n",
+    "print(testpars)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8235c32e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "crds.getrecommendations(testpars, reftypes=level1b_reffiles)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3da58264",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for ele in nrc_image_lvl1:\n",
+    "    if ele['SUBARRAY'] == 'FULLP':\n",
+    "        print(ele)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cea0dd9c",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "71b9a493",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0c5def26",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ca0913d4",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6b843801",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "38a9844c",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b49c4f02",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e803ad2a",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "55f1af55",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3184,6 +3637,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "8cb20add",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3193,6 +3647,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "4da028a6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3202,6 +3657,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "4dc5bc78",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3211,6 +3667,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "4f1c7858",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3220,6 +3677,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "fd7d8464",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3229,6 +3687,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b11f08cb",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3237,6 +3696,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "918f377e",
    "metadata": {},
    "source": [
     "### Grism Time Series"
@@ -3245,6 +3705,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "abe44faa",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3254,6 +3715,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3c27488c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3263,6 +3725,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "08602a89",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3271,6 +3734,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "48f2dbdb",
    "metadata": {},
    "source": [
     "### Coronagraphy"
@@ -3279,6 +3743,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "09e67544",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3288,6 +3753,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "4ef8f182",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3297,6 +3763,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "abaffa21",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3306,6 +3773,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b17f6fdf",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3315,6 +3783,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3a30a7be",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3324,6 +3793,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "c66e0050",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3333,6 +3803,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "df87adf7",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3342,6 +3813,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b60c6c15",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3351,6 +3823,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b9d54b5b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3360,6 +3833,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "66b7bf03",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3369,6 +3843,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "a3127bda",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3378,6 +3853,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "fb082090",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3387,6 +3863,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "58afc85e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3396,6 +3873,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "4e425d66",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3405,6 +3883,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "0662b736",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3413,6 +3892,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "1b98d894",
    "metadata": {},
    "source": [
     "### Engineering Imaging"
@@ -3421,6 +3901,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "1152a38c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3430,6 +3911,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "10c97150",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3439,6 +3921,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "ac042669",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3448,6 +3931,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "4e925256",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3457,6 +3941,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "d33a72ca",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3466,6 +3951,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "acc0f99e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3475,6 +3961,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "0757961f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3484,6 +3971,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "16e1aeac",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3493,6 +3981,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "d52d3339",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3502,6 +3991,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "d603d93f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3511,6 +4001,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "1db14ae0",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3519,6 +4010,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "f39b37bc",
    "metadata": {},
    "source": [
     "<a id='dark_queries'></a>\n",
@@ -3528,6 +4020,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "9439ba29",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3537,6 +4030,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "bfed47a2",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3546,6 +4040,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "2562f6e5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3555,6 +4050,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "c6a4c380",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3564,6 +4060,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b104e744",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3573,6 +4070,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "4204ed07",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3581,6 +4079,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "54b0614e",
    "metadata": {},
    "source": [
     "<a id='ta_queries'></a>\n",
@@ -3590,6 +4089,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "73ed4ea3",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3599,6 +4099,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "49faee3d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3608,6 +4109,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "5b3ef697",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3617,6 +4119,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "717e9f9c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3626,6 +4129,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f0abac79",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3634,6 +4138,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "93fd98c9",
    "metadata": {},
    "source": [
     "TA files will eventually be processed through level 2b. "
@@ -3642,6 +4147,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "00421e8d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3651,6 +4157,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3e870bca",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3660,6 +4167,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "43c96d92",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3669,6 +4177,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "dc0fe367",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3678,6 +4187,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "ab978175",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3686,6 +4196,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "092b989b",
    "metadata": {},
    "source": [
     "<a id='taconfirm_queries'></a>\n",
@@ -3695,6 +4206,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "96367b9b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3704,6 +4216,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "78a1450d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3713,6 +4226,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "c6d1776e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3722,6 +4236,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "08bf30de",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3731,6 +4246,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "896c27f6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3740,6 +4256,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "1fe2e591",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3749,6 +4266,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3c2caff1",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3758,6 +4276,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "e56bcad7",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3767,6 +4286,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "05278576",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3776,6 +4296,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f94c68d7",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3784,6 +4305,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "e8641848",
    "metadata": {},
    "source": [
     "<a id='focus_queries'></a>\n",
@@ -3793,6 +4315,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "b1951e64",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3802,6 +4325,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3ddcee85",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3811,6 +4335,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "f82a2694",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3820,6 +4345,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "693d3098",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3828,6 +4354,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "ab8af79f",
    "metadata": {},
    "source": [
     "<a id='flat_queries'></a>\n",
@@ -3837,6 +4364,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "7269936c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3846,6 +4374,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "3d8cb29e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3855,6 +4384,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "67bce2af",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3864,6 +4394,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "36daeeb9",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3872,6 +4403,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "b18640a2",
    "metadata": {},
    "source": [
     "<a id='grism_queries'></a>\n",
@@ -3881,6 +4413,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "e78e9ba0",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3890,6 +4423,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "fff88f86",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3899,7 +4433,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -3913,7 +4447,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.9.6"
   }
  },
  "nbformat": 4,