diff --git a/_images/flt_vs_flc.gif b/_images/flt_vs_flc.gif new file mode 100644 index 000000000..73c0d1667 Binary files /dev/null and b/_images/flt_vs_flc.gif differ diff --git a/_images/typical_images.png b/_images/typical_images.png new file mode 100644 index 000000000..6da58784d Binary files /dev/null and b/_images/typical_images.png differ diff --git a/_sources/notebooks/WFC3/exception_report/wfc3_exception_report.ipynb b/_sources/notebooks/WFC3/exception_report/wfc3_exception_report.ipynb index f442e3d1a..f7a8cd9b6 100644 --- a/_sources/notebooks/WFC3/exception_report/wfc3_exception_report.ipynb +++ b/_sources/notebooks/WFC3/exception_report/wfc3_exception_report.ipynb @@ -79,7 +79,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "" + "\n", + "![typical_images.png](docs/typical_images.png)" ] }, { @@ -95,7 +96,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "\n" + "\n", + "![flt_vs_flc.gif](docs/flt_vs_flc.gif)\n" ] }, { @@ -139,10 +141,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-11-21T17:44:49.976340Z", - "iopub.status.busy": "2023-11-21T17:44:49.976168Z", - "iopub.status.idle": "2023-11-21T17:44:50.666027Z", - "shell.execute_reply": "2023-11-21T17:44:50.665467Z" + "iopub.execute_input": "2023-11-28T20:12:39.154679Z", + "iopub.status.busy": "2023-11-28T20:12:39.154520Z", + "iopub.status.idle": "2023-11-28T20:12:39.843890Z", + "shell.execute_reply": "2023-11-28T20:12:39.843351Z" }, "slideshow": { "slide_type": "fragment" @@ -194,10 +196,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-11-21T17:44:50.668789Z", - "iopub.status.busy": "2023-11-21T17:44:50.668443Z", - "iopub.status.idle": "2023-11-21T17:45:31.222428Z", - "shell.execute_reply": "2023-11-21T17:45:31.221961Z" + "iopub.execute_input": "2023-11-28T20:12:39.846316Z", + "iopub.status.busy": "2023-11-28T20:12:39.846071Z", + "iopub.status.idle": "2023-11-28T20:13:20.135599Z", + "shell.execute_reply": "2023-11-28T20:13:20.135078Z" } }, "outputs": [ @@ -322,10 +324,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-11-21T17:45:31.224604Z", - "iopub.status.busy": "2023-11-21T17:45:31.224275Z", - "iopub.status.idle": "2023-11-21T17:45:54.487967Z", - "shell.execute_reply": "2023-11-21T17:45:54.487368Z" + "iopub.execute_input": "2023-11-28T20:13:20.137761Z", + "iopub.status.busy": "2023-11-28T20:13:20.137438Z", + "iopub.status.idle": "2023-11-28T20:13:43.387766Z", + "shell.execute_reply": "2023-11-28T20:13:43.387214Z" } }, "outputs": [ @@ -482,10 +484,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-11-21T17:45:54.494947Z", - "iopub.status.busy": "2023-11-21T17:45:54.494544Z", - "iopub.status.idle": "2023-11-21T17:45:54.500226Z", - "shell.execute_reply": "2023-11-21T17:45:54.499679Z" + "iopub.execute_input": "2023-11-28T20:13:43.393743Z", + "iopub.status.busy": "2023-11-28T20:13:43.393568Z", + "iopub.status.idle": "2023-11-28T20:13:43.398804Z", + "shell.execute_reply": "2023-11-28T20:13:43.398270Z" } }, "outputs": [ @@ -533,10 +535,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-11-21T17:45:54.502250Z", - "iopub.status.busy": "2023-11-21T17:45:54.501983Z", - "iopub.status.idle": "2023-11-21T17:45:54.506567Z", - "shell.execute_reply": "2023-11-21T17:45:54.506110Z" + "iopub.execute_input": "2023-11-28T20:13:43.400787Z", + "iopub.status.busy": "2023-11-28T20:13:43.400381Z", + "iopub.status.idle": "2023-11-28T20:13:43.404463Z", + "shell.execute_reply": "2023-11-28T20:13:43.404078Z" } }, "outputs": [ @@ -571,10 +573,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-11-21T17:45:54.508666Z", - "iopub.status.busy": "2023-11-21T17:45:54.508353Z", - "iopub.status.idle": "2023-11-21T17:45:54.534235Z", - "shell.execute_reply": "2023-11-21T17:45:54.533698Z" + "iopub.execute_input": "2023-11-28T20:13:43.406344Z", + "iopub.status.busy": "2023-11-28T20:13:43.406044Z", + "iopub.status.idle": "2023-11-28T20:13:43.431995Z", + "shell.execute_reply": "2023-11-28T20:13:43.431479Z" } }, "outputs": [ @@ -744,10 +746,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-11-21T17:45:54.537695Z", - "iopub.status.busy": "2023-11-21T17:45:54.537311Z", - "iopub.status.idle": "2023-11-21T17:45:56.871698Z", - "shell.execute_reply": "2023-11-21T17:45:56.871171Z" + "iopub.execute_input": "2023-11-28T20:13:43.434825Z", + "iopub.status.busy": "2023-11-28T20:13:43.434579Z", + "iopub.status.idle": "2023-11-28T20:13:45.686136Z", + "shell.execute_reply": "2023-11-28T20:13:45.685648Z" } }, "outputs": [ @@ -917,10 +919,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-11-21T17:45:56.873928Z", - "iopub.status.busy": "2023-11-21T17:45:56.873652Z", - "iopub.status.idle": "2023-11-21T17:45:57.282713Z", - "shell.execute_reply": "2023-11-21T17:45:57.282153Z" + "iopub.execute_input": "2023-11-28T20:13:45.688370Z", + "iopub.status.busy": "2023-11-28T20:13:45.688043Z", + "iopub.status.idle": "2023-11-28T20:13:46.027200Z", + "shell.execute_reply": "2023-11-28T20:13:46.026679Z" } }, "outputs": [], @@ -953,17 +955,17 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-11-21T17:45:57.285307Z", - "iopub.status.busy": "2023-11-21T17:45:57.284972Z", - "iopub.status.idle": "2023-11-21T17:45:57.859466Z", - "shell.execute_reply": "2023-11-21T17:45:57.858927Z" + "iopub.execute_input": "2023-11-28T20:13:46.029710Z", + "iopub.status.busy": "2023-11-28T20:13:46.029381Z", + "iopub.status.idle": "2023-11-28T20:13:46.534600Z", + "shell.execute_reply": "2023-11-28T20:13:46.534076Z" } }, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 9, @@ -1035,10 +1037,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-11-21T17:45:57.861607Z", - "iopub.status.busy": "2023-11-21T17:45:57.861315Z", - "iopub.status.idle": "2023-11-21T17:46:04.699476Z", - "shell.execute_reply": "2023-11-21T17:46:04.699021Z" + "iopub.execute_input": "2023-11-28T20:13:46.536809Z", + "iopub.status.busy": "2023-11-28T20:13:46.536408Z", + "iopub.status.idle": "2023-11-28T20:13:52.697892Z", + "shell.execute_reply": "2023-11-28T20:13:52.697359Z" } }, "outputs": [ diff --git a/_sources/notebooks/WFC3/persistence/wfc3_ir_persistence.ipynb b/_sources/notebooks/WFC3/persistence/wfc3_ir_persistence.ipynb index 6b13b43cb..ffe96824a 100644 --- a/_sources/notebooks/WFC3/persistence/wfc3_ir_persistence.ipynb +++ b/_sources/notebooks/WFC3/persistence/wfc3_ir_persistence.ipynb @@ -96,10 +96,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-11-17T20:15:12.251367Z", - "iopub.status.busy": "2023-11-17T20:15:12.250975Z", - "iopub.status.idle": "2023-11-17T20:15:14.574399Z", - "shell.execute_reply": "2023-11-17T20:15:14.573903Z" + "iopub.execute_input": "2023-11-28T16:31:49.805114Z", + "iopub.status.busy": "2023-11-28T16:31:49.804954Z", + "iopub.status.idle": "2023-11-28T16:31:51.145108Z", + "shell.execute_reply": "2023-11-28T16:31:51.144631Z" }, "slideshow": { "slide_type": "fragment" @@ -164,10 +164,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-11-17T20:15:14.576992Z", - "iopub.status.busy": "2023-11-17T20:15:14.576533Z", - "iopub.status.idle": "2023-11-17T20:15:26.601391Z", - "shell.execute_reply": "2023-11-17T20:15:26.600942Z" + "iopub.execute_input": "2023-11-28T16:31:51.147377Z", + "iopub.status.busy": "2023-11-28T16:31:51.147085Z", + "iopub.status.idle": "2023-11-28T16:32:12.337934Z", + "shell.execute_reply": "2023-11-28T16:32:12.337453Z" }, "slideshow": { "slide_type": "fragment" @@ -197,29 +197,17 @@ } ], "source": [ - "data_list = Observations.query_criteria(obs_id=\"ica529*\", filters=\"F140W\")\n", + "data_list = Observations.query_criteria(obs_id='ica529*', filters='F140W')\n", "\n", - "Observations.download_products(\n", - " data_list[\"obsid\"],\n", - " mrp_only=False,\n", - " download_dir=\"./data\",\n", - " productSubGroupDescription=[\"FLT\", \"DRZ\"],\n", - ")\n", + "Observations.download_products(data_list['obsid'], mrp_only=False, download_dir='./data',\n", + " productSubGroupDescription=['FLT', 'DRZ'])\n", "\n", - "science_files = glob.glob(\"data/mastDownload/HST/*/*fits\")\n", + "science_files = glob.glob('data/mastDownload/HST/*/*fits')\n", "\n", "for im in science_files:\n", - " filename = os.path.basename(im)\n", - " new_path = os.path.join(\".\", filename)\n", - " os.rename(im, new_path)\n", - "\n", - "data_directory = \"./data\"\n", - "\n", - "try:\n", - " if os.path.isdir(data_directory):\n", - " shutil.rmtree(data_directory)\n", - "except Exception as e:\n", - " print(f\"An error occured while deleting the directory {data_directory}: {e}\")" + " root = im.split('/')[-1]\n", + " os.rename(im, './'+root)\n", + "shutil.rmtree('data/')" ] }, { @@ -234,53 +222,48 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-11-17T20:15:26.603569Z", - "iopub.status.busy": "2023-11-17T20:15:26.603394Z", - "iopub.status.idle": "2023-11-17T20:15:26.660507Z", - "shell.execute_reply": "2023-11-17T20:15:26.660067Z" + "iopub.execute_input": "2023-11-28T16:32:12.340429Z", + "iopub.status.busy": "2023-11-28T16:32:12.340106Z", + "iopub.status.idle": "2023-11-28T16:32:12.393087Z", + "shell.execute_reply": "2023-11-28T16:32:12.392663Z" } }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - " file asn_id targname ... postarg2 date-obs time-obs\n", - "------------------ --------- --------------- ... -------- ---------- --------\n", - "ica529rmq_flt.fits ICA529030 MACS0717.5+3745 ... 0.0 2014-02-19 11:26:12\n", - "ica529rsq_flt.fits ICA529030 MACS0717.5+3745 ... 0.424 2014-02-19 11:47:06\n", - "ica529s0q_flt.fits ICA529030 MACS0717.5+3745 ... 1.212 2014-02-19 12:55:38\n", - "ica529s6q_flt.fits ICA529030 MACS0717.5+3745 ... 0.788 2014-02-19 13:16:32\n" - ] + "data": { + "text/html": [ + "
Table masked=True length=4\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
fileasn_idtargnamefiltersamp_seqnsampexptimepostarg1postarg2date-obstime-obs
str18str9str15str5str7int64float64float64float64str10str8
ica529rmq_flt.fitsICA529030MACS0717.5+3745F140WSPARS505152.9335330.00.02014-02-1911:26:12
ica529rsq_flt.fitsICA529030MACS0717.5+3745F140WSPARS506202.9339451.3550.4242014-02-1911:47:06
ica529s0q_flt.fitsICA529030MACS0717.5+3745F140WSPARS505152.9335330.8811.2122014-02-1912:55:38
ica529s6q_flt.fitsICA529030MACS0717.5+3745F140WSPARS506202.933945-0.4740.7882014-02-1913:16:32
" + ], + "text/plain": [ + "\n", + " file asn_id targname ... postarg2 date-obs time-obs\n", + " str18 str9 str15 ... float64 str10 str8 \n", + "------------------ --------- --------------- ... -------- ---------- --------\n", + "ica529rmq_flt.fits ICA529030 MACS0717.5+3745 ... 0.0 2014-02-19 11:26:12\n", + "ica529rsq_flt.fits ICA529030 MACS0717.5+3745 ... 0.424 2014-02-19 11:47:06\n", + "ica529s0q_flt.fits ICA529030 MACS0717.5+3745 ... 1.212 2014-02-19 12:55:38\n", + "ica529s6q_flt.fits ICA529030 MACS0717.5+3745 ... 0.788 2014-02-19 13:16:32" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "image_collection = ImageFileCollection(\n", - " \"./\",\n", - " keywords=[\n", - " \"asn_id\",\n", - " \"targname\",\n", - " \"filter\",\n", - " \"samp_seq\",\n", - " \"nsamp\",\n", - " \"exptime\",\n", - " \"postarg1\",\n", - " \"postarg2\",\n", - " \"date-obs\",\n", - " \"time-obs\",\n", - " ],\n", - " glob_include=\"ica529*flt.fits\",\n", - " ext=0,\n", - ")\n", - "\n", - "try:\n", - " summary_table = image_collection.summary\n", - " if summary_table:\n", - " print(summary_table)\n", - " else:\n", - " print(\"No FITS files matched the pattern or no relevant data found.\")\n", - "except Exception as e:\n", - " print(f\"An error occurred while creating the summary table: {e}\")" + "collec = ImageFileCollection('./',\n", + " keywords=[\"asn_id\", \"targname\", \"filter\", \"samp_seq\", \"nsamp\", \"exptime\",\n", + " \"postarg1\", \"postarg2\", \"date-obs\", \"time-obs\",], glob_include=\"ica529*flt.fits\", ext=0)\n", + "out_table = collec.summary\n", + "out_table" ] }, { @@ -303,10 +286,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-11-17T20:15:26.662650Z", - "iopub.status.busy": "2023-11-17T20:15:26.662328Z", - "iopub.status.idle": "2023-11-17T20:15:35.439212Z", - "shell.execute_reply": "2023-11-17T20:15:35.438556Z" + "iopub.execute_input": "2023-11-28T16:32:12.395030Z", + "iopub.status.busy": "2023-11-28T16:32:12.394869Z", + "iopub.status.idle": "2023-11-28T16:32:25.514717Z", + "shell.execute_reply": "2023-11-28T16:32:25.514114Z" } }, "outputs": [ @@ -314,7 +297,6 @@ "name": "stdout", "output_type": "stream", "text": [ - "Extracting files....\n", "13459.Visit29/\r\n", "13459.Visit29/ica529rmq_extper.fits\r\n", "13459.Visit29/ica529rmq_flt_cor.fits\r\n", @@ -368,22 +350,15 @@ } ], "source": [ - "url = \"https://archive.stsci.edu/pub/wfc3_persist/13459/Visit29/13459.Visit29.tar.gz\"\n", - "filename = \"13459.Visit29.tar.gz\"\n", - "\n", - "try:\n", - " with urllib.request.urlopen(url) as response:\n", - " with open(filename, \"wb\") as out_file:\n", - " out_file.write(response.read())\n", - " print(\"Extracting files....\")\n", - "\n", - " # Extract files:\n", - " !tar -zxvf {filename}\n", - "\n", - " # Remove the files after extraction\n", - " os.remove(\"13459.Visit29.tar.gz\")\n", - "except Exception as e:\n", - " print(f\"An error occured: {e}\")" + "request = urllib.request.urlopen('https://archive.stsci.edu/pub/wfc3_persist/13459/Visit29/13459.Visit29.tar.gz')\n", + "\n", + "tar = request.read()\n", + "with open('13459.Visit29.tar.gz', \"wb\") as gzfile:\n", + " gzfile.write(tar)\n", + "\n", + "!tar -zxvf 13459.Visit29.tar.gz\n", + "\n", + "os.remove('13459.Visit29.tar.gz')" ] }, { @@ -423,17 +398,17 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-11-17T20:15:35.442252Z", - "iopub.status.busy": "2023-11-17T20:15:35.441815Z", - "iopub.status.idle": "2023-11-17T20:15:36.069376Z", - "shell.execute_reply": "2023-11-17T20:15:36.068807Z" + "iopub.execute_input": "2023-11-28T16:32:25.517612Z", + "iopub.status.busy": "2023-11-28T16:32:25.517235Z", + "iopub.status.idle": "2023-11-28T16:32:26.226116Z", + "shell.execute_reply": "2023-11-28T16:32:26.225635Z" } }, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 5, @@ -485,10 +460,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-11-17T20:15:36.075456Z", - "iopub.status.busy": "2023-11-17T20:15:36.075186Z", - "iopub.status.idle": "2023-11-17T20:15:36.241029Z", - "shell.execute_reply": "2023-11-17T20:15:36.240527Z" + "iopub.execute_input": "2023-11-28T16:32:26.233632Z", + "iopub.status.busy": "2023-11-28T16:32:26.233167Z", + "iopub.status.idle": "2023-11-28T16:32:26.332964Z", + "shell.execute_reply": "2023-11-28T16:32:26.332510Z" } }, "outputs": [], @@ -530,10 +505,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-11-17T20:15:36.243333Z", - "iopub.status.busy": "2023-11-17T20:15:36.243003Z", - "iopub.status.idle": "2023-11-17T20:15:44.540925Z", - "shell.execute_reply": "2023-11-17T20:15:44.540486Z" + "iopub.execute_input": "2023-11-28T16:32:26.335352Z", + "iopub.status.busy": "2023-11-28T16:32:26.334940Z", + "iopub.status.idle": "2023-11-28T16:32:34.043812Z", + "shell.execute_reply": "2023-11-28T16:32:34.043294Z" } }, "outputs": [ @@ -569,14 +544,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.astrodrizzle:AstroDrizzle Version 3.5.1 started at: 20:15:36.261 (17/11/2023)\n" + "INFO:drizzlepac.astrodrizzle:AstroDrizzle Version 3.5.1 started at: 16:32:26.351 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "AstroDrizzle Version 3.5.1 started at: 20:15:36.261 (17/11/2023)\n" + "AstroDrizzle Version 3.5.1 started at: 16:32:26.351 (28/11/2023)\n" ] }, { @@ -599,19 +574,19 @@ "text": [ "INFO:drizzlepac.astrodrizzle:Version Information\n", "INFO:drizzlepac.astrodrizzle:--------------------\n", - "INFO:drizzlepac.astrodrizzle:Python Version 3.11.6 (main, Oct 3 2023, 04:44:12) [GCC 9.4.0]\n", + "INFO:drizzlepac.astrodrizzle:Python Version 3.11.5 (main, Sep 11 2023, 13:54:46) [GCC 11.2.0]\n", "INFO:drizzlepac.astrodrizzle:numpy Version -> 1.23.4 \n", "INFO:drizzlepac.astrodrizzle:astropy Version -> 5.2.1 \n", "INFO:drizzlepac.astrodrizzle:stwcs Version -> 1.7.2 \n", - "INFO:drizzlepac.astrodrizzle:photutils Version -> 1.9.0 \n", - "INFO:drizzlepac.util:==== Processing Step Initialization started at 20:15:36.268 (17/11/2023)\n" + "INFO:drizzlepac.astrodrizzle:photutils Version -> 1.10.0 \n", + "INFO:drizzlepac.util:==== Processing Step Initialization started at 16:32:26.357 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Initialization started at 20:15:36.268 (17/11/2023)\n" + "==== Processing Step Initialization started at 16:32:26.357 (28/11/2023)\n" ] }, { @@ -882,14 +857,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Initialization finished at 20:15:36.859 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Initialization finished at 16:32:26.884 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Initialization finished at 20:15:36.859 (17/11/2023)\n" + "==== Processing Step Initialization finished at 16:32:26.884 (28/11/2023)\n" ] }, { @@ -914,14 +889,14 @@ "INFO:drizzlepac.astrodrizzle:\tstepsize :\t10\n", "INFO:drizzlepac.astrodrizzle:\tupdatewcs :\tFalse\n", "INFO:drizzlepac.astrodrizzle:\twcskey :\t\n", - "INFO:drizzlepac.util:==== Processing Step Static Mask started at 20:15:36.870 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Static Mask started at 16:32:26.893 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Static Mask started at 20:15:36.870 (17/11/2023)\n" + "==== Processing Step Static Mask started at 16:32:26.893 (28/11/2023)\n" ] }, { @@ -958,28 +933,28 @@ "\n", "INFO:drizzlepac.staticMask: mode = 1.027159; rms = 0.193714; static_sig = 4.00\n", "INFO:drizzlepac.staticMask:Saving static mask to disk: ./ica529030_1014x1014_1_staticMask.fits\n", - "INFO:drizzlepac.util:==== Processing Step Static Mask finished at 20:15:36.949 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Static Mask finished at 16:32:26.97 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Static Mask finished at 20:15:36.949 (17/11/2023)\n" + "==== Processing Step Static Mask finished at 16:32:26.97 (28/11/2023)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Subtract Sky started at 20:15:36.950 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Subtract Sky started at 16:32:26.973 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Subtract Sky started at 20:15:36.950 (17/11/2023)\n" + "==== Processing Step Subtract Sky started at 16:32:26.973 (28/11/2023)\n" ] }, { @@ -1015,14 +990,14 @@ "INFO:drizzlepac.sky:\tskyusigma :\t4.0\n", "INFO:drizzlepac.sky:\tskywidth :\t0.1\n", "INFO:drizzlepac.sky:\tuse_static :\tTrue\n", - "INFO:stsci.skypac.utils:***** skymatch started on 2023-11-17 20:15:37.014075\n" + "INFO:stsci.skypac.utils:***** skymatch started on 2023-11-28 16:32:27.034248\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "***** skymatch started on 2023-11-17 20:15:37.014075\n" + "***** skymatch started on 2023-11-28 16:32:27.034248\n" ] }, { @@ -2093,56 +2068,56 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:stsci.skypac.utils:***** skymatch ended on 2023-11-17 20:15:40.177360\n" + "INFO:stsci.skypac.utils:***** skymatch ended on 2023-11-28 16:32:29.897107\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "***** skymatch ended on 2023-11-17 20:15:40.177360\n" + "***** skymatch ended on 2023-11-28 16:32:29.897107\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:stsci.skypac.utils:TOTAL RUN TIME: 0:00:03.163285\n" + "INFO:stsci.skypac.utils:TOTAL RUN TIME: 0:00:02.862859\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "TOTAL RUN TIME: 0:00:03.163285\n" + "TOTAL RUN TIME: 0:00:02.862859\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Subtract Sky finished at 20:15:40.237 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Subtract Sky finished at 16:32:29.95 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Subtract Sky finished at 20:15:40.237 (17/11/2023)\n" + "==== Processing Step Subtract Sky finished at 16:32:29.95 (28/11/2023)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Separate Drizzle started at 20:15:40.238 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Separate Drizzle started at 16:32:29.954 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Separate Drizzle started at 20:15:40.238 (17/11/2023)\n" + "==== Processing Step Separate Drizzle started at 16:32:29.954 (28/11/2023)\n" ] }, { @@ -2332,7 +2307,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.6/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1064: VerifyWarning: Card is too long, comment will be truncated.\n", + "WARNING:py.warnings:/usr/share/miniconda/lib/python3.11/site-packages/astropy/io/fits/card.py:1064: VerifyWarning: Card is too long, comment will be truncated.\n", " warnings.warn(\n", "\n", "INFO:drizzlepac.outputimage:Writing out image to disk: ica529rmq_single_sci.fits\n" @@ -2507,28 +2482,28 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Separate Drizzle finished at 20:15:41.544 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Separate Drizzle finished at 16:32:30.97 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Separate Drizzle finished at 20:15:41.544 (17/11/2023)\n" + "==== Processing Step Separate Drizzle finished at 16:32:30.97 (28/11/2023)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Create Median started at 20:15:41.545 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Create Median started at 16:32:30.979 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Create Median started at 20:15:41.545 (17/11/2023)\n" + "==== Processing Step Create Median started at 16:32:30.979 (28/11/2023)\n" ] }, { @@ -2633,28 +2608,28 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Create Median finished at 20:15:41.720 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Create Median finished at 16:32:31.157 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Create Median finished at 20:15:41.720 (17/11/2023)\n" + "==== Processing Step Create Median finished at 16:32:31.157 (28/11/2023)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Blot started at 20:15:41.721 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Blot started at 16:32:31.159 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Blot started at 20:15:41.721 (17/11/2023)\n" + "==== Processing Step Blot started at 16:32:31.159 (28/11/2023)\n" ] }, { @@ -2909,28 +2884,28 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Blot finished at 20:15:42.525 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Blot finished at 16:32:31.995 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Blot finished at 20:15:42.525 (17/11/2023)\n" + "==== Processing Step Blot finished at 16:32:31.995 (28/11/2023)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Driz_CR started at 20:15:42.526 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Driz_CR started at 16:32:31.996 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Driz_CR started at 20:15:42.526 (17/11/2023)\n" + "==== Processing Step Driz_CR started at 16:32:31.996 (28/11/2023)\n" ] }, { @@ -3017,28 +2992,28 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Driz_CR finished at 20:15:42.943 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Driz_CR finished at 16:32:32.459 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Driz_CR finished at 20:15:42.943 (17/11/2023)\n" + "==== Processing Step Driz_CR finished at 16:32:32.459 (28/11/2023)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util:==== Processing Step Final Drizzle started at 20:15:42.944 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Final Drizzle started at 16:32:32.460 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Final Drizzle started at 20:15:42.944 (17/11/2023)\n" + "==== Processing Step Final Drizzle started at 16:32:32.460 (28/11/2023)\n" ] }, { @@ -3080,6 +3055,7 @@ "INFO:drizzlepac.adrizzle:\twht_type :\tEXP\n", "INFO:drizzlepac.adrizzle:\twt_scl :\texptime\n", "INFO:drizzlepac.adrizzle: **Using sub-sampling value of 10 for kernel square\n", + "INFO:drizzlepac.adrizzle:Removing previous output product...\n", "INFO:drizzlepac.adrizzle:Running Drizzle to create output frame with WCS of: \n", "INFO:astropy.wcs.wcs:WCS Keywords\n" ] @@ -3291,17 +3267,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.6/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1064: VerifyWarning: Card is too long, comment will be truncated.\n", + "WARNING:py.warnings:/usr/share/miniconda/lib/python3.11/site-packages/astropy/io/fits/card.py:1064: VerifyWarning: Card is too long, comment will be truncated.\n", " warnings.warn(\n", "\n", - "INFO:drizzlepac.util:==== Processing Step Final Drizzle finished at 20:15:44.498 (17/11/2023)\n" + "INFO:drizzlepac.util:==== Processing Step Final Drizzle finished at 16:32:33.996 (28/11/2023)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "==== Processing Step Final Drizzle finished at 20:15:44.498 (17/11/2023)\n" + "==== Processing Step Final Drizzle finished at 16:32:33.996 (28/11/2023)\n" ] }, { @@ -3322,14 +3298,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.astrodrizzle:AstroDrizzle Version 3.5.1 is finished processing at 20:15:44.500 (17/11/2023).\n" + "INFO:drizzlepac.astrodrizzle:AstroDrizzle Version 3.5.1 is finished processing at 16:32:33.99 (28/11/2023).\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "AstroDrizzle Version 3.5.1 is finished processing at 20:15:44.500 (17/11/2023).\n" + "AstroDrizzle Version 3.5.1 is finished processing at 16:32:33.99 (28/11/2023).\n" ] }, { @@ -3434,112 +3410,112 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util: Initialization 0.5910 sec.\n" + "INFO:drizzlepac.util: Initialization 0.5270 sec.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - " Initialization 0.5910 sec.\n" + " Initialization 0.5270 sec.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util: Static Mask 0.0788 sec.\n" + "INFO:drizzlepac.util: Static Mask 0.0786 sec.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - " Static Mask 0.0788 sec.\n" + " Static Mask 0.0786 sec.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util: Subtract Sky 3.2864 sec.\n" + "INFO:drizzlepac.util: Subtract Sky 2.9799 sec.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - " Subtract Sky 3.2864 sec.\n" + " Subtract Sky 2.9799 sec.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util: Separate Drizzle 1.3056 sec.\n" + "INFO:drizzlepac.util: Separate Drizzle 1.0234 sec.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - " Separate Drizzle 1.3056 sec.\n" + " Separate Drizzle 1.0234 sec.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util: Create Median 0.1749 sec.\n" + "INFO:drizzlepac.util: Create Median 0.1782 sec.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - " Create Median 0.1749 sec.\n" + " Create Median 0.1782 sec.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util: Blot 0.8033 sec.\n" + "INFO:drizzlepac.util: Blot 0.8363 sec.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - " Blot 0.8033 sec.\n" + " Blot 0.8363 sec.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util: Driz_CR 0.4171 sec.\n" + "INFO:drizzlepac.util: Driz_CR 0.4631 sec.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - " Driz_CR 0.4171 sec.\n" + " Driz_CR 0.4631 sec.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util: Final Drizzle 1.5536 sec.\n" + "INFO:drizzlepac.util: Final Drizzle 1.5354 sec.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - " Final Drizzle 1.5536 sec.\n" + " Final Drizzle 1.5354 sec.\n" ] }, { @@ -3560,14 +3536,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:drizzlepac.util: Total 8.2107 sec.\n" + "INFO:drizzlepac.util: Total 7.6219 sec.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - " Total 8.2107 sec.\n" + " Total 7.6219 sec.\n" ] }, { @@ -3626,17 +3602,17 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-11-17T20:15:44.543144Z", - "iopub.status.busy": "2023-11-17T20:15:44.542790Z", - "iopub.status.idle": "2023-11-17T20:15:45.350732Z", - "shell.execute_reply": "2023-11-17T20:15:45.350161Z" + "iopub.execute_input": "2023-11-28T16:32:34.045991Z", + "iopub.status.busy": "2023-11-28T16:32:34.045665Z", + "iopub.status.idle": "2023-11-28T16:32:34.837869Z", + "shell.execute_reply": "2023-11-28T16:32:34.837293Z" } }, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 8, @@ -3692,17 +3668,17 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-11-17T20:15:45.358453Z", - "iopub.status.busy": "2023-11-17T20:15:45.358088Z", - "iopub.status.idle": "2023-11-17T20:15:45.942044Z", - "shell.execute_reply": "2023-11-17T20:15:45.941423Z" + "iopub.execute_input": "2023-11-28T16:32:34.846533Z", + "iopub.status.busy": "2023-11-28T16:32:34.846230Z", + "iopub.status.idle": "2023-11-28T16:32:35.393057Z", + "shell.execute_reply": "2023-11-28T16:32:35.392477Z" } }, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 9, @@ -3826,7 +3802,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.6" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/notebooks/WFC3/exception_report/wfc3_exception_report.html b/notebooks/WFC3/exception_report/wfc3_exception_report.html index bc2f492a5..03bb06d74 100644 --- a/notebooks/WFC3/exception_report/wfc3_exception_report.html +++ b/notebooks/WFC3/exception_report/wfc3_exception_report.html @@ -618,7 +618,9 @@

Introduction

Examples of Nominal UVIS and IR Staring Mode Images#

- + +

typical_images.png

+

Comparison of Nominal UVIS _flt.fits and _flc.fits Files
#

@@ -626,7 +628,8 @@

       _f

       _flc.fits are calibrated with a CTE correction (UVIS only)#

- + +

flt_vs_flc.gif

Note: The above animated GIF is generated from a 500x500 pixel subsection of the full-frame image. For
more information about UVIS CTE please see Chapter 6 of the WFC3 Data Handbook and our WFC3 CTE
Performance Webpage.

@@ -1251,7 +1254,7 @@

6.1 Radial Profile Plots
-
<matplotlib.colorbar.Colorbar at 0x7f1ea0f90550>
+
<matplotlib.colorbar.Colorbar at 0x7f1ec85d7dd0>
 

 

 ../../../_images/cc3708b30f222cb9d30d4a5203b2e30169ce5a70f56b06e7501508c877cdc4a9.png
diff --git a/notebooks/WFC3/persistence/wfc3_ir_persistence.html b/notebooks/WFC3/persistence/wfc3_ir_persistence.html
index 836998020..a70b1f949 100644
--- a/notebooks/WFC3/persistence/wfc3_ir_persistence.html
+++ b/notebooks/WFC3/persistence/wfc3_ir_persistence.html
@@ -658,29 +658,17 @@ 
2.1 Download the WFC3/IR observations from MAST The following commands query the Mikulski Archive for Space Telescopes (MAST) and then download the FLT and DRZ data products to the current directory.

 

 

-
data_list = Observations.query_criteria(obs_id="ica529*", filters="F140W")
+
data_list = Observations.query_criteria(obs_id='ica529*', filters='F140W')
 
-Observations.download_products(
-    data_list["obsid"],
-    mrp_only=False,
-    download_dir="./data",
-    productSubGroupDescription=["FLT", "DRZ"],
-)
+Observations.download_products(data_list['obsid'], mrp_only=False, download_dir='./data',
+                               productSubGroupDescription=['FLT', 'DRZ'])
 
-science_files = glob.glob("data/mastDownload/HST/*/*fits")
+science_files = glob.glob('data/mastDownload/HST/*/*fits')
 
 for im in science_files:
-    filename = os.path.basename(im)
-    new_path = os.path.join(".", filename)
-    os.rename(im, new_path)
-
-data_directory = "./data"
-
-try:
-    if os.path.isdir(data_directory):
-        shutil.rmtree(data_directory)
-except Exception as e:
-    print(f"An error occured while deleting the directory {data_directory}: {e}")
+    root = im.split('/')[-1]
+    os.rename(im, './'+root)
+shutil.rmtree('data/')
 

 

 

@@ -707,45 +695,24 @@ 
2.1 Download the WFC3/IR observations from MAST This Visit contains 4 consecutive dithered FLT exposures in the F140W filter, which are obtained in a single orbit. The following commands print the values of keywords describing those data, where the POSTARG* values represent the commanded x-axis and y-axis offsets in arcseconds.

 

 

-
image_collection = ImageFileCollection(
-    "./",
-    keywords=[
-        "asn_id",
-        "targname",
-        "filter",
-        "samp_seq",
-        "nsamp",
-        "exptime",
-        "postarg1",
-        "postarg2",
-        "date-obs",
-        "time-obs",
-    ],
-    glob_include="ica529*flt.fits",
-    ext=0,
-)
-
-try:
-    summary_table = image_collection.summary
-    if summary_table:
-        print(summary_table)
-    else:
-        print("No FITS files matched the pattern or no relevant data found.")
-except Exception as e:
-    print(f"An error occurred while creating the summary table: {e}")
+
collec = ImageFileCollection('./',
+                             keywords=["asn_id", "targname", "filter", "samp_seq", "nsamp", "exptime",
+                                       "postarg1", "postarg2", "date-obs", "time-obs",], glob_include="ica529*flt.fits", ext=0)
+out_table = collec.summary
+out_table
 

 

 

 

-
       file          asn_id      targname    ... postarg2  date-obs  time-obs
------------------- --------- --------------- ... -------- ---------- --------
-ica529rmq_flt.fits ICA529030 MACS0717.5+3745 ...      0.0 2014-02-19 11:26:12
-ica529rsq_flt.fits ICA529030 MACS0717.5+3745 ...    0.424 2014-02-19 11:47:06
-ica529s0q_flt.fits ICA529030 MACS0717.5+3745 ...    1.212 2014-02-19 12:55:38
-ica529s6q_flt.fits ICA529030 MACS0717.5+3745 ...    0.788 2014-02-19 13:16:32
-

-

-

+
Table masked=True length=4
+

+ + + + + + +
fileasn_idtargnamefiltersamp_seqnsampexptimepostarg1postarg2date-obstime-obs
str18str9str15str5str7int64float64float64float64str10str8
ica529rmq_flt.fitsICA529030MACS0717.5+3745F140WSPARS505152.9335330.00.02014-02-1911:26:12
ica529rsq_flt.fitsICA529030MACS0717.5+3745F140WSPARS506202.9339451.3550.4242014-02-1911:47:06
ica529s0q_flt.fitsICA529030MACS0717.5+3745F140WSPARS505152.9335330.8811.2122014-02-1912:55:38
ica529s6q_flt.fitsICA529030MACS0717.5+3745F140WSPARS506202.933945-0.4740.7882014-02-1913:16:32
@@ -756,28 +723,20 @@

2.2 Download the persistence model products
-
url = "https://archive.stsci.edu/pub/wfc3_persist/13459/Visit29/13459.Visit29.tar.gz"
-filename = "13459.Visit29.tar.gz"
+
request = urllib.request.urlopen('https://archive.stsci.edu/pub/wfc3_persist/13459/Visit29/13459.Visit29.tar.gz')
 
-try:
-    with urllib.request.urlopen(url) as response:
-        with open(filename, "wb") as out_file:
-            out_file.write(response.read())
-    print("Extracting files....")
+tar = request.read()
+with open('13459.Visit29.tar.gz', "wb") as gzfile:
+    gzfile.write(tar)
 
-    # Extract files:
-    !tar -zxvf {filename}
+!tar -zxvf 13459.Visit29.tar.gz
 
-    # Remove the files after extraction
-    os.remove("13459.Visit29.tar.gz")
-except Exception as e:
-    print(f"An error occured: {e}")
+os.remove('13459.Visit29.tar.gz')
-
Extracting files....
-13459.Visit29/
+
13459.Visit29/
 13459.Visit29/ica529rmq_extper.fits
 13459.Visit29/ica529rmq_flt_cor.fits
 13459.Visit29/ica529rmq_persist.fits
@@ -869,7 +828,7 @@ 
3.1 Display the images  
-
[<matplotlib.lines.Line2D at 0x7fca1529d150>]
+
[<matplotlib.lines.Line2D at 0x7f9b56982f90>]
 

 

 ../../../_images/7f43ef1d74161d3f5a219ffc972cc497d74f32f5619b3083180b7c2f91440cb5.png
@@ -934,10 +893,10 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 
AstroDrizzle log file: astrodrizzle.log
 

 

-
INFO:drizzlepac.astrodrizzle:AstroDrizzle Version 3.5.1 started at: 20:15:36.261 (17/11/2023)
+
INFO:drizzlepac.astrodrizzle:AstroDrizzle Version 3.5.1 started at: 16:32:26.351 (28/11/2023)
 

 

-
AstroDrizzle Version 3.5.1 started at: 20:15:36.261 (17/11/2023)
+
AstroDrizzle Version 3.5.1 started at: 16:32:26.351 (28/11/2023)
 

 

 
INFO:drizzlepac.astrodrizzle:
@@ -948,15 +907,15 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 

 
INFO:drizzlepac.astrodrizzle:Version Information
 INFO:drizzlepac.astrodrizzle:--------------------
-INFO:drizzlepac.astrodrizzle:Python Version 3.11.6 (main, Oct  3 2023, 04:44:12) [GCC 9.4.0]
+INFO:drizzlepac.astrodrizzle:Python Version 3.11.5 (main, Sep 11 2023, 13:54:46) [GCC 11.2.0]
 INFO:drizzlepac.astrodrizzle:numpy Version -> 1.23.4 
 INFO:drizzlepac.astrodrizzle:astropy Version -> 5.2.1 
 INFO:drizzlepac.astrodrizzle:stwcs Version -> 1.7.2 
-INFO:drizzlepac.astrodrizzle:photutils Version -> 1.9.0 
-INFO:drizzlepac.util:==== Processing Step  Initialization  started at  20:15:36.268 (17/11/2023)
+INFO:drizzlepac.astrodrizzle:photutils Version -> 1.10.0 
+INFO:drizzlepac.util:==== Processing Step  Initialization  started at  16:32:26.357 (28/11/2023)
 

 

-
==== Processing Step  Initialization  started at  20:15:36.268 (17/11/2023)
+
==== Processing Step  Initialization  started at  16:32:26.357 (28/11/2023)
 

 

 
INFO:drizzlepac.util:
@@ -1079,10 +1038,10 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 
********************************************************************************
 

 

-
INFO:drizzlepac.util:==== Processing Step Initialization finished at 20:15:36.859 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step Initialization finished at 16:32:26.884 (28/11/2023)
 

 

-
==== Processing Step Initialization finished at 20:15:36.859 (17/11/2023)
+
==== Processing Step Initialization finished at 16:32:26.884 (28/11/2023)
 

 

 
INFO:drizzlepac.astrodrizzle:USER INPUT PARAMETERS common to all Processing Steps:
@@ -1103,10 +1062,10 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 INFO:drizzlepac.astrodrizzle:	stepsize :	10
 INFO:drizzlepac.astrodrizzle:	updatewcs :	False
 INFO:drizzlepac.astrodrizzle:	wcskey :	
-INFO:drizzlepac.util:==== Processing Step  Static Mask  started at  20:15:36.870 (17/11/2023)
+INFO:drizzlepac.util:==== Processing Step  Static Mask  started at  16:32:26.893 (28/11/2023)
 

 

-
==== Processing Step  Static Mask  started at  20:15:36.870 (17/11/2023)
+
==== Processing Step  Static Mask  started at  16:32:26.893 (28/11/2023)
 

 

 
INFO:drizzlepac.util:
@@ -1131,16 +1090,16 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 
 INFO:drizzlepac.staticMask:  mode =  1.027159;   rms = 0.193714;   static_sig = 4.00
 INFO:drizzlepac.staticMask:Saving static mask to disk: ./ica529030_1014x1014_1_staticMask.fits
-INFO:drizzlepac.util:==== Processing Step Static Mask finished at 20:15:36.949 (17/11/2023)
+INFO:drizzlepac.util:==== Processing Step Static Mask finished at 16:32:26.97 (28/11/2023)
 

 

-
==== Processing Step Static Mask finished at 20:15:36.949 (17/11/2023)
+
==== Processing Step Static Mask finished at 16:32:26.97 (28/11/2023)
 

 

-
INFO:drizzlepac.util:==== Processing Step  Subtract Sky  started at  20:15:36.950 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step  Subtract Sky  started at  16:32:26.973 (28/11/2023)
 

 

-
==== Processing Step  Subtract Sky  started at  20:15:36.950 (17/11/2023)
+
==== Processing Step  Subtract Sky  started at  16:32:26.973 (28/11/2023)
 

 

 
INFO:drizzlepac.util:
@@ -1164,10 +1123,10 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 INFO:drizzlepac.sky:	skyusigma :	4.0
 INFO:drizzlepac.sky:	skywidth :	0.1
 INFO:drizzlepac.sky:	use_static :	True
-INFO:stsci.skypac.utils:***** skymatch started on 2023-11-17 20:15:37.014075
+INFO:stsci.skypac.utils:***** skymatch started on 2023-11-28 16:32:27.034248
 

 

-
***** skymatch started on 2023-11-17 20:15:37.014075
+
***** skymatch started on 2023-11-28 16:32:27.034248
 

 

 
INFO:stsci.skypac.utils:      Version 1.0.9
@@ -1626,28 +1585,28 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 

 

 

-
INFO:stsci.skypac.utils:***** skymatch ended on 2023-11-17 20:15:40.177360
+
INFO:stsci.skypac.utils:***** skymatch ended on 2023-11-28 16:32:29.897107
 

 

-
***** skymatch ended on 2023-11-17 20:15:40.177360
+
***** skymatch ended on 2023-11-28 16:32:29.897107
 

 

-
INFO:stsci.skypac.utils:TOTAL RUN TIME: 0:00:03.163285
+
INFO:stsci.skypac.utils:TOTAL RUN TIME: 0:00:02.862859
 

 

-
TOTAL RUN TIME: 0:00:03.163285
+
TOTAL RUN TIME: 0:00:02.862859
 

 

-
INFO:drizzlepac.util:==== Processing Step Subtract Sky finished at 20:15:40.237 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step Subtract Sky finished at 16:32:29.95 (28/11/2023)
 

 

-
==== Processing Step Subtract Sky finished at 20:15:40.237 (17/11/2023)
+
==== Processing Step Subtract Sky finished at 16:32:29.95 (28/11/2023)
 

 

-
INFO:drizzlepac.util:==== Processing Step  Separate Drizzle  started at  20:15:40.238 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step  Separate Drizzle  started at  16:32:29.954 (28/11/2023)
 

 

-
==== Processing Step  Separate Drizzle  started at  20:15:40.238 (17/11/2023)
+
==== Processing Step  Separate Drizzle  started at  16:32:29.954 (28/11/2023)
 

 

 
INFO:drizzlepac.util:
@@ -1745,7 +1704,7 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 
-Generating simple FITS output: ica529rmq_single_sci.fits
 

 

-
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.6/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1064: VerifyWarning: Card is too long, comment will be truncated.
+
WARNING:py.warnings:/usr/share/miniconda/lib/python3.11/site-packages/astropy/io/fits/card.py:1064: VerifyWarning: Card is too long, comment will be truncated.
   warnings.warn(
 
 INFO:drizzlepac.outputimage:Writing out image to disk: ica529rmq_single_sci.fits
@@ -1832,16 +1791,16 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 
Writing out image to disk: ica529s6q_single_wht.fits
 

 

-
INFO:drizzlepac.util:==== Processing Step Separate Drizzle finished at 20:15:41.544 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step Separate Drizzle finished at 16:32:30.97 (28/11/2023)
 

 

-
==== Processing Step Separate Drizzle finished at 20:15:41.544 (17/11/2023)
+
==== Processing Step Separate Drizzle finished at 16:32:30.97 (28/11/2023)
 

 

-
INFO:drizzlepac.util:==== Processing Step  Create Median  started at  20:15:41.545 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step  Create Median  started at  16:32:30.979 (28/11/2023)
 

 

-
==== Processing Step  Create Median  started at  20:15:41.545 (17/11/2023)
+
==== Processing Step  Create Median  started at  16:32:30.979 (28/11/2023)
 

 

 
INFO:drizzlepac.util:
@@ -1894,16 +1853,16 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 
Saving output median image to: 'ica529030_pcorr_med.fits'
 

 

-
INFO:drizzlepac.util:==== Processing Step Create Median finished at 20:15:41.720 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step Create Median finished at 16:32:31.157 (28/11/2023)
 

 

-
==== Processing Step Create Median finished at 20:15:41.720 (17/11/2023)
+
==== Processing Step Create Median finished at 16:32:31.157 (28/11/2023)
 

 

-
INFO:drizzlepac.util:==== Processing Step  Blot  started at  20:15:41.721 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step  Blot  started at  16:32:31.159 (28/11/2023)
 

 

-
==== Processing Step  Blot  started at  20:15:41.721 (17/11/2023)
+
==== Processing Step  Blot  started at  16:32:31.159 (28/11/2023)
 

 

 
INFO:drizzlepac.util:
@@ -2018,16 +1977,16 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 
Writing out image to disk: ica529s6q_sci1_blt.fits
 

 

-
INFO:drizzlepac.util:==== Processing Step Blot finished at 20:15:42.525 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step Blot finished at 16:32:31.995 (28/11/2023)
 

 

-
==== Processing Step Blot finished at 20:15:42.525 (17/11/2023)
+
==== Processing Step Blot finished at 16:32:31.995 (28/11/2023)
 

 

-
INFO:drizzlepac.util:==== Processing Step  Driz_CR  started at  20:15:42.526 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step  Driz_CR  started at  16:32:31.996 (28/11/2023)
 

 

-
==== Processing Step  Driz_CR  started at  20:15:42.526 (17/11/2023)
+
==== Processing Step  Driz_CR  started at  16:32:31.996 (28/11/2023)
 

 

 
INFO:drizzlepac.util:
@@ -2070,16 +2029,16 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 
Creating output: ica529s6q_sci1_crmask.fits
 

 

-
INFO:drizzlepac.util:==== Processing Step Driz_CR finished at 20:15:42.943 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step Driz_CR finished at 16:32:32.459 (28/11/2023)
 

 

-
==== Processing Step Driz_CR finished at 20:15:42.943 (17/11/2023)
+
==== Processing Step Driz_CR finished at 16:32:32.459 (28/11/2023)
 

 

-
INFO:drizzlepac.util:==== Processing Step  Final Drizzle  started at  20:15:42.944 (17/11/2023)
+
INFO:drizzlepac.util:==== Processing Step  Final Drizzle  started at  16:32:32.460 (28/11/2023)
 

 

-
==== Processing Step  Final Drizzle  started at  20:15:42.944 (17/11/2023)
+
==== Processing Step  Final Drizzle  started at  16:32:32.460 (28/11/2023)
 

 

 
INFO:drizzlepac.util:
@@ -2109,6 +2068,7 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 INFO:drizzlepac.adrizzle:	wht_type :	EXP
 INFO:drizzlepac.adrizzle:	wt_scl :	exptime
 INFO:drizzlepac.adrizzle:  **Using sub-sampling value of 10 for kernel square
+INFO:drizzlepac.adrizzle:Removing previous output product...
 INFO:drizzlepac.adrizzle:Running Drizzle to create output frame with WCS of: 
 INFO:astropy.wcs.wcs:WCS Keywords
 

@@ -2216,13 +2176,13 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 
Writing out to disk: ica529030_pcorr_drz.fits
 

 

-
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.6/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1064: VerifyWarning: Card is too long, comment will be truncated.
+
WARNING:py.warnings:/usr/share/miniconda/lib/python3.11/site-packages/astropy/io/fits/card.py:1064: VerifyWarning: Card is too long, comment will be truncated.
   warnings.warn(
 
-INFO:drizzlepac.util:==== Processing Step Final Drizzle finished at 20:15:44.498 (17/11/2023)
+INFO:drizzlepac.util:==== Processing Step Final Drizzle finished at 16:32:33.996 (28/11/2023)
 

 

-
==== Processing Step Final Drizzle finished at 20:15:44.498 (17/11/2023)
+
==== Processing Step Final Drizzle finished at 16:32:33.996 (28/11/2023)
 

 

 
INFO:drizzlepac.astrodrizzle:
@@ -2231,10 +2191,10 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 

 

 

-
INFO:drizzlepac.astrodrizzle:AstroDrizzle Version 3.5.1 is finished processing at 20:15:44.500 (17/11/2023).
+
INFO:drizzlepac.astrodrizzle:AstroDrizzle Version 3.5.1 is finished processing at 16:32:33.99 (28/11/2023).
 

 

-
AstroDrizzle Version 3.5.1 is finished processing at 20:15:44.500 (17/11/2023).
+
AstroDrizzle Version 3.5.1 is finished processing at 16:32:33.99 (28/11/2023).
 

 

 
INFO:drizzlepac.astrodrizzle:
@@ -2279,52 +2239,52 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 

 

 

-
INFO:drizzlepac.util:         Initialization          0.5910 sec.
+
INFO:drizzlepac.util:         Initialization          0.5270 sec.
 

 

-
         Initialization          0.5910 sec.
+
         Initialization          0.5270 sec.
 

 

-
INFO:drizzlepac.util:            Static Mask          0.0788 sec.
+
INFO:drizzlepac.util:            Static Mask          0.0786 sec.
 

 

-
            Static Mask          0.0788 sec.
+
            Static Mask          0.0786 sec.
 

 

-
INFO:drizzlepac.util:           Subtract Sky          3.2864 sec.
+
INFO:drizzlepac.util:           Subtract Sky          2.9799 sec.
 

 

-
           Subtract Sky          3.2864 sec.
+
           Subtract Sky          2.9799 sec.
 

 

-
INFO:drizzlepac.util:       Separate Drizzle          1.3056 sec.
+
INFO:drizzlepac.util:       Separate Drizzle          1.0234 sec.
 

 

-
       Separate Drizzle          1.3056 sec.
+
       Separate Drizzle          1.0234 sec.
 

 

-
INFO:drizzlepac.util:          Create Median          0.1749 sec.
+
INFO:drizzlepac.util:          Create Median          0.1782 sec.
 

 

-
          Create Median          0.1749 sec.
+
          Create Median          0.1782 sec.
 

 

-
INFO:drizzlepac.util:                   Blot          0.8033 sec.
+
INFO:drizzlepac.util:                   Blot          0.8363 sec.
 

 

-
                   Blot          0.8033 sec.
+
                   Blot          0.8363 sec.
 

 

-
INFO:drizzlepac.util:                Driz_CR          0.4171 sec.
+
INFO:drizzlepac.util:                Driz_CR          0.4631 sec.
 

 

-
                Driz_CR          0.4171 sec.
+
                Driz_CR          0.4631 sec.
 

 

-
INFO:drizzlepac.util:          Final Drizzle          1.5536 sec.
+
INFO:drizzlepac.util:          Final Drizzle          1.5354 sec.
 

 

-
          Final Drizzle          1.5536 sec.
+
          Final Drizzle          1.5354 sec.
 

 

 
INFO:drizzlepac.util:   ====================          ====================
@@ -2333,10 +2293,10 @@ 
3.3 Redrizzle the FLT data and apply the new DQ flags  <
 
   ====================          ====================
 

 

-
INFO:drizzlepac.util:                  Total          8.2107 sec.
+
INFO:drizzlepac.util:                  Total          7.6219 sec.
 

 

-
                  Total          8.2107 sec.
+
                  Total          7.6219 sec.
 

 

 
INFO:drizzlepac.util:
@@ -2384,7 +2344,7 @@ 
3.4 Compare the original and corrected DRZ files  
 

 

-
[<matplotlib.lines.Line2D at 0x7fca411b4890>]
+
[<matplotlib.lines.Line2D at 0x7f9b658f1c10>]
 

 

 ../../../_images/f204caf2be3471f6e2b03eae28e4f2736a0eb7475aaf63d2c706ac3a32620815.png
@@ -2419,7 +2379,7 @@ 
3.5 Compare the original and corrected WHT files  
 

 

-
[<matplotlib.lines.Line2D at 0x7fca28f68e50>]
+
[<matplotlib.lines.Line2D at 0x7f9b658bfdd0>]
 

 

 ../../../_images/29f8703d8ac76b97f842df8c76eb4411ce6c42aa0caa39fbbc76838d36fe7f6d.png
diff --git a/searchindex.js b/searchindex.js
index d9ab9dfb1..9f59e1773 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": [".github/PULL_REQUEST_TEMPLATE", "CODE_OF_CONDUCT", "CONTRIBUTING", "README", "docs/how_to_move_files_dirs_between_repos_retaining_history", "docs/notebook_curators_list", "index", "intro", "markdown", "notebooks/ACS/README", "notebooks/ACS/acs_cte_forward_model/acs_cte_forward_model_example", "notebooks/ACS/acs_findsat_mrt/acs_findsat_mrt_example", "notebooks/ACS/acs_pixel_area_maps/acs_pixel_area_maps", "notebooks/ACS/acs_polarization_tools/acs_polarization_tools", "notebooks/ACS/acs_reduction/acs_reduction", "notebooks/ACS/acs_saturation_trails/acs_saturation_trails", "notebooks/ACS/acs_sbc_dark_analysis/acs_sbc_dark_analysis", "notebooks/ACS/acs_subarrays/acs_subarrays", "notebooks/COS/AsnFile/AsnFile", "notebooks/COS/COS_write_access_guidelines", "notebooks/COS/CalCOS/CalCOS", "notebooks/COS/DataDl/DataDl", "notebooks/COS/DayNight/DayNight", "notebooks/COS/Extract/Extract", "notebooks/COS/LSF/LSF", "notebooks/COS/README", "notebooks/COS/Setup/Setup", 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33, 34, 35, 36, 37, 38, 40, 41, 43, 44, 47, 48, 50, 51, 52, 54, 55, 58, 63], "featur": [2, 9, 10, 11, 15, 27, 28, 30, 32, 41, 47, 48], "branch": [2, 4, 9, 34, 50], "modifi": [2, 15, 25, 31, 32, 35, 55], "git": [2, 25, 40, 50, 53], "checkout": [2, 4, 21], "b": [2, 4, 11, 16, 17, 18, 22, 23, 27, 28, 34, 36, 63], "my": [2, 8, 21], "aim": [2, 18, 19, 20, 21, 22, 23, 24, 27, 28, 47], "therefor": [2, 10, 15, 16, 17, 29, 41, 42, 43, 44, 45, 46, 47, 61], "pull": [2, 11, 19, 21, 44, 48], "per": [2, 14, 20, 24, 28, 31, 32, 44, 47, 52, 55], "make": [2, 4, 10, 11, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 35, 37, 40, 41, 48, 50, 52, 55], "faster": [2, 26, 33], "easier": [2, 28, 32, 33, 37, 47], "your": [2, 7, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 25, 27, 28, 29, 31, 35, 37, 40, 43, 44, 46, 50, 52, 54, 55, 58], "anywher": 2, "directori": [2, 10, 11, 12, 14, 15, 16, 17, 21, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 40, 41, 42, 43, 47, 50, 51, 52, 53, 54, 55, 58, 63], "sub": [2, 25, 28, 32, 33, 40, 44, 46, 50, 55, 63], "each": [2, 4, 6, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 47, 48, 50, 52, 55, 63, 66, 67], "its": [2, 8, 18, 20, 21, 22, 23, 24, 26, 27, 31, 35, 37, 41, 44, 47, 52], "file": [2, 9, 11, 13, 19, 21, 25, 31, 32, 33, 34, 35, 36, 40, 42, 46, 48, 51, 54, 58, 59, 61, 64, 66, 67], "jupyt": [2, 8, 9, 14, 18, 21, 22, 23, 24, 27, 29, 41, 42, 43, 44, 45, 46, 47, 48, 49, 51, 52, 54, 55, 58, 62, 65], "templat": [2, 3, 8, 20, 24], "idea": [2, 21, 23, 28, 47], "get": [2, 10, 11, 13, 15, 18, 19, 20, 21, 23, 26, 28, 33, 34, 35, 37, 41, 42, 43, 44, 45, 46, 47, 52, 55, 63], "start": [2, 11, 15, 16, 17, 18, 20, 21, 24, 25, 26, 27, 28, 31, 32, 33, 36, 39, 40, 43, 44, 46, 47, 50, 55, 63], "ad": [2, 10, 11, 16, 19, 20, 22, 23, 24, 26, 27, 28, 30, 36, 44, 50, 52, 54, 58], "path": [2, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 41, 42, 43, 44, 45, 46, 47, 50, 52, 55, 63], "ipynb": [2, 8, 9, 19, 22, 25, 26, 28, 31, 32, 33, 34, 35, 36, 40, 51, 54, 58], "m": [2, 11, 20, 23, 24, 30, 34, 38], "some": [2, 8, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 29, 31, 33, 34, 35, 36, 37, 38, 41, 43, 44, 45, 46, 47, 50, 52, 55, 63], "mani": [2, 8, 10, 11, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 41, 44, 52, 55], "captur": [2, 20, 22, 23, 24, 35, 43], "histori": [2, 4, 12, 16, 26], "note": [2, 4, 5, 8, 10, 11, 13, 16, 18, 19, 21, 22, 23, 24, 27, 29, 32, 33, 34, 35, 36, 37, 44, 45, 46, 47, 50, 52, 54, 55, 61, 63, 64], "never": [2, 17, 19, 25, 38, 40], "execut": [2, 4, 10, 11, 14, 17, 22, 23, 29, 31, 32, 33, 34, 35, 41, 42, 43, 44, 50, 63], "cell": [2, 8, 10, 15, 18, 19, 20, 22, 23, 24, 26, 27, 29, 33, 44, 47, 52, 55, 63], "larg": [2, 11, 15, 20, 21, 22, 23, 26, 27, 31, 32, 33, 35, 36, 40, 44, 46, 47, 55], "clear": [2, 11, 19, 20, 23, 27, 28, 46, 47], "ouput": 2, "requir": [2, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 31, 34, 36, 37, 38, 41, 42, 44, 48, 50, 52, 53, 55, 58, 59, 60, 61, 62, 63, 64, 68], "txt": [2, 20, 21, 22, 23, 29, 31, 32, 33, 44, 48, 51, 62], "next": [2, 10, 11, 14, 17, 18, 20, 21, 22, 23, 24, 26, 27, 28, 31, 34, 41, 42, 43, 44, 45, 46, 47, 50, 52, 55], "line": [2, 8, 10, 11, 12, 14, 15, 16, 17, 18, 21, 22, 23, 25, 27, 28, 29, 31, 33, 34, 35, 40, 41, 43, 44, 46, 47, 48, 50, 52, 55, 59, 63, 65], "separ": [2, 15, 16, 18, 20, 21, 22, 24, 26, 27, 28, 31, 32, 33, 34, 36, 39, 41, 42, 47, 50, 55, 63, 67], "packag": [2, 9, 10, 11, 12, 13, 14, 15, 16, 17, 20, 25, 27, 28, 29, 31, 32, 33, 34, 35, 36, 38, 39, 40, 44, 50, 52, 53, 54, 55, 58, 62, 63, 68], "pip": [2, 20, 25, 26, 40, 43, 52, 62], "convent": [2, 20, 44, 47], "known": [2, 16, 18, 21, 24, 33, 36, 52, 55], "good": [2, 19, 27, 28, 29, 31, 32, 33, 34, 36, 44, 47, 63], "e": [2, 9, 10, 11, 12, 13, 14, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 39, 40, 41, 42, 44, 45, 47, 50, 52, 55, 63], "g": [2, 9, 10, 11, 12, 14, 27, 29, 30, 31, 32, 33, 34, 35, 36, 44, 45, 47, 50, 52, 63], "wrote": [2, 11, 21, 32, 33], "numpi": [2, 10, 11, 13, 15, 16, 18, 20, 21, 22, 23, 24, 26, 27, 28, 32, 33, 34, 36, 37, 39, 41, 42, 43, 44, 45, 46, 47, 50, 52, 55, 63], "v1": [2, 48, 51], "14": [2, 11, 12, 15, 16, 19, 20, 22, 23, 24, 27, 28, 29, 32, 33, 34, 35, 36, 39, 41, 42, 43, 44, 45, 47, 50, 52, 55], "0": [2, 11, 12, 13, 14, 15, 16, 17, 30, 31, 32, 33, 34, 35, 36, 38, 39, 42, 43, 44, 46, 48, 50, 51, 55, 63], "supplement": [2, 30], "discourag": [2, 20, 24, 45, 47], "occur": [2, 15, 20, 22, 27, 32, 33, 34, 36, 46, 50, 55, 60, 63], "via": [2, 9, 10, 17, 19, 26, 27, 29, 31, 32, 33, 35, 37, 52, 55], "mast": [2, 9, 10, 11, 12, 14, 15, 16, 17, 20, 22, 23, 24, 27, 28, 30, 31, 32, 33, 34, 35, 36, 37, 44, 46, 50, 55, 62], "detail": [2, 6, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 29, 31, 32, 33, 34, 35, 36, 40, 43, 44, 45, 47, 48, 50, 55, 56, 67], "guidanc": 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28, 40, 48, 52, 53, 59, 60, 61], "web": [2, 24, 25, 40], "site": [2, 11, 15, 18, 20, 32, 33, 46, 47, 50, 63], "Be": [2, 11], "suffici": [2, 52, 62, 63], "someon": [2, 19], "understand": [2, 10, 14, 22, 28, 36, 39], "context": [2, 16, 20, 22, 23, 27, 31, 32, 33, 34, 35, 36, 44, 50, 52, 63], "onc": [2, 4, 8, 11, 15, 16, 18, 19, 20, 21, 22, 23, 24, 28, 29, 35, 51, 54, 58], "ve": [2, 18, 20, 21, 23, 24, 27, 28, 31], "ci": [2, 3, 7], "test": [2, 10, 15, 17, 18, 25, 27, 33, 40, 50], "run": [2, 8, 9, 12, 15, 16, 17, 18, 21, 24, 28, 29, 32, 34, 35, 36, 37, 41, 44, 46, 47, 48, 50, 51, 54, 55, 58, 63], "chang": [2, 4, 10, 12, 14, 15, 16, 17, 18, 20, 21, 24, 25, 26, 27, 28, 29, 31, 32, 35, 36, 40, 41, 43, 44, 45, 46, 47, 50, 52, 53, 55, 57, 67], "These": [2, 4, 10, 11, 13, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 35, 37, 40, 43, 44, 47, 48, 52, 55, 58, 59, 63], "actual": [2, 11, 18, 20, 23, 24, 25, 26, 27, 28, 40, 41, 43, 47, 52, 55], "element": [2, 12, 18, 24, 28, 37], "hygin": 2, 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17, 18, 20, 21, 22, 23, 24, 27, 28, 32, 33, 34, 36, 39, 42, 44, 46, 47, 50, 52, 54, 59, 60, 61, 63, 64], "destroi": 2, "harder": 2, "correct": [2, 9, 12, 13, 14, 15, 16, 18, 19, 20, 21, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 37, 47, 48, 50, 51, 60, 61, 64, 65, 66, 67], "allow": [2, 4, 8, 9, 11, 18, 19, 20, 21, 22, 23, 25, 26, 28, 29, 31, 32, 35, 36, 40, 47, 53], "re": [2, 9, 11, 15, 18, 19, 21, 22, 23, 24, 26, 27, 28, 29, 34, 37, 41, 42, 43, 44, 54, 58], "write": [2, 8, 16, 18, 20, 21, 22, 23, 27, 28, 32, 33, 36, 37, 42, 50, 63], "rebas": 2, "command": [2, 4, 8, 10, 11, 12, 14, 15, 16, 17, 18, 21, 22, 23, 25, 27, 28, 29, 31, 32, 34, 35, 36, 37, 40, 41, 42, 43, 44, 50, 52, 55, 63], "best": [2, 11, 12, 14, 19, 20, 21, 23, 24, 26, 27, 29, 31, 34, 36, 41, 42, 44, 47, 50, 52, 63], "abov": [2, 9, 10, 11, 16, 18, 20, 21, 22, 23, 26, 27, 28, 29, 31, 33, 34, 35, 36, 37, 43, 44, 45, 46, 47, 52, 55], "problem": [2, 16, 22, 25, 27, 28, 32, 33, 35, 40, 41, 46, 55], "advantag": [2, 13, 28], "maintain": [2, 19, 24, 48], "oppos": 2, "itself": [2, 11, 22, 23, 28, 39], "step": [2, 4, 9, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 26, 28, 29, 31, 32, 33, 34, 35, 36, 37, 39, 42, 43, 44, 45, 46, 49, 50, 52, 53, 54, 55, 61, 62, 63, 66], "rel": [2, 8, 10, 12, 15, 19, 24, 32, 33, 39, 41, 42, 44, 47, 50], "i": [2, 4, 10, 11, 12, 13, 15, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 31, 32, 36, 37, 40, 42, 44, 47, 50, 52, 59], "rm": [2, 31, 32, 33, 36, 50, 55, 63], "filetobedelet": 2, "record": [2, 20, 21, 22, 27, 32, 33, 34, 37, 41, 47, 50, 52, 55], "sha": 2, "determin": [2, 10, 15, 18, 19, 20, 21, 23, 24, 26, 28, 29, 31, 36, 39, 41, 42, 44, 46, 50, 55, 63, 64], "first": [2, 8, 10, 11, 12, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 29, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 52, 53, 55, 60, 61, 63], "place": [2, 11, 16, 21, 23, 24, 26, 28, 31, 32, 36, 37, 39, 46], "usual": [2, 18, 27, 30, 36, 41, 43, 46], "easili": [2, 10, 18, 28, 32, 35, 55], "found": [2, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 27, 28, 29, 32, 33, 34, 35, 40, 41, 43, 44, 47, 50, 55, 59, 60, 61, 63, 64], "log": [2, 16, 20, 21, 22, 28, 31, 32, 33, 34, 36, 47, 50, 52, 55, 63], "just": [2, 11, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 33, 35, 37, 41, 47, 52, 55, 63], "trick": 2, "which": [2, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 52, 55, 56, 57, 59, 60, 61, 63, 67, 68], "basic": [2, 14, 21, 31, 32, 33, 34, 35, 36, 37, 38, 41, 44], "abc123": 2, "would": [2, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 33, 35, 37, 39, 40, 41, 42, 43, 45, 46, 47, 48, 50, 52, 55, 63], "pop": [2, 21, 22], "text": [2, 8, 9, 15, 19, 20, 21, 23, 24, 26, 27, 28, 30, 31, 36, 39, 47, 50], "editor": 2, "identifi": [2, 9, 11, 12, 24, 29, 31, 35, 41, 43, 44, 47, 50, 55, 59, 60, 61, 65], "move": [2, 4, 18, 20, 23, 24, 29, 31, 33, 34, 35, 37, 41, 44, 50, 52, 55], "right": [2, 10, 17, 18, 20, 21, 23, 24, 26, 28, 35, 36, 39, 41, 42, 43, 44, 45, 63], "after": [2, 10, 11, 12, 15, 17, 19, 20, 21, 22, 23, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 48, 52, 53, 55, 63, 67], "also": [2, 8, 9, 10, 11, 14, 15, 16, 17, 19, 21, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 55, 62, 63, 68], "word": [2, 22, 25, 26, 40, 47], "pick": [2, 11, 18, 28, 31, 46, 52], "think": 2, "minut": [2, 10, 14, 20, 26, 27, 28, 63], "show": [2, 9, 10, 11, 18, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 33, 34, 35, 36, 37, 40, 43, 44, 45, 46, 49, 50, 52, 55, 59, 60, 62, 63, 66, 67, 68], "messag": [2, 15, 19, 26, 27, 28, 52, 55], "save": [2, 10, 11, 16, 17, 18, 20, 21, 22, 23, 24, 26, 28, 31, 32, 33, 35, 36, 41, 42, 44, 46, 50, 63], "exit": [2, 20, 41, 42, 52], "now": [2, 10, 11, 14, 15, 16, 17, 18, 20, 22, 23, 24, 26, 27, 29, 30, 31, 32, 33, 34, 37, 41, 42, 43, 47, 50, 52, 53, 55, 63], 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13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 26, 27, 28, 29, 35, 36, 37, 39, 41, 42, 43, 44, 45, 46, 47, 50, 52, 55, 63], "close": [2, 16, 18, 19, 23, 27, 28, 36, 37, 44, 46, 60, 61, 63], "bit": [2, 4, 11, 16, 18, 20, 21, 24, 28, 31, 32, 33, 41, 44, 47, 50, 63], "stop": [2, 11, 23, 28, 31, 47], "ask": [2, 19, 21, 55], "refresh": [2, 31], "browser": [2, 24, 25, 26, 40, 48], "window": [2, 20, 21, 25, 26, 27, 28, 40, 48], "amend": 2, "yournotebook": 2, "automat": [2, 10, 11, 14, 26, 31, 35, 37, 55], "earlier": [2, 10, 11, 14, 17, 20, 24, 63], "changelog": 2, "wish": [2, 10, 12, 14, 20, 21, 26, 27, 28, 29, 39], "ll": [2, 8, 11, 12, 14, 15, 16, 17, 18, 20, 21, 23, 26, 27, 28, 31, 43, 45], "fix": [2, 10, 18, 19, 21, 24, 25, 28, 35, 40, 42, 50], "mai": [2, 3, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 37, 40, 41, 46, 47, 48, 52, 55, 59, 60, 61, 62, 63, 67], "find": [2, 6, 10, 16, 18, 22, 24, 27, 29, 33, 34, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 59, 63, 66], "rather": [2, 11, 18, 20, 21, 28, 32, 50, 54, 55, 58], "thean": 2, "correctli": [2, 17, 18, 19, 21, 24, 27, 31, 43, 46], "hit": [2, 20, 28, 41, 52], "sai": 2, "successfulli": [2, 18, 20, 22, 46], "finish": [2, 11, 15, 16, 32, 33, 36, 50, 53, 63], "off": [2, 10, 11, 16, 18, 20, 23, 24, 26, 31, 32, 36, 41, 42, 44, 48, 49, 52], "7": [2, 4, 10, 11, 12, 13, 15, 18, 20, 23, 24, 27, 28, 31, 32, 33, 36, 39, 44, 45, 46, 50, 51, 63], "abil": [2, 18, 20], "cannot": [2, 22, 23, 25, 26, 37, 42, 46, 47], "simpler": [2, 10, 11, 20, 28, 32], "still": [2, 10, 11, 14, 15, 19, 20, 21, 27, 28, 29, 31, 33, 34, 46, 52, 55, 61], "instead": [2, 3, 15, 18, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 35, 40, 42, 46, 47], "merg": [2, 4, 19, 34], "singl": [2, 4, 11, 13, 14, 20, 23, 24, 28, 29, 30, 31, 32, 33, 36, 39, 41, 42, 43, 44, 46, 47, 55, 60, 61, 63, 67], "disadvantag": 2, "eras": 2, "whole": [2, 19, 21, 24, 28, 44], "implement": [2, 10, 19, 21, 29, 37, 52, 53], "readi": [2, 4, 10, 14, 18, 20, 31, 44, 46, 52, 53], "click": [2, 20, 21, 22, 23, 24, 25, 26, 28, 40], "downward": [2, 46], "arrow": [2, 31, 39], "choos": [2, 10, 17, 18, 20, 22, 23, 24, 27, 31, 41, 42, 43, 45, 46, 47], "doubl": [2, 11], "pass": [2, 11, 18, 20, 22, 24, 25, 26, 27, 28, 31, 33, 35, 40, 43, 45], "That": [2, 11, 16, 28], "techniqu": [2, 28, 29, 30, 41, 48, 49, 50, 65], "must": [2, 8, 9, 10, 11, 12, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 34, 39, 41, 42, 44, 50, 51, 52, 54, 58, 67], "build": [2, 8, 16, 18, 20, 22, 24, 27, 28, 31, 32, 33, 34, 35, 36, 37, 44, 48, 50, 63], "IS": [3, 34, 36, 38], "under": [3, 19, 21, 24, 26, 28, 29, 34, 37, 48], "construct": [3, 13, 14, 15, 16, 17, 37, 40], "current": [3, 9, 10, 11, 12, 14, 15, 17, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 33, 34, 35, 37, 40, 41, 42, 43, 44, 50, 52, 53, 55, 63], "yet": [3, 5, 14, 20, 22, 25, 29, 39, 40], "recommend": [3, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 22, 25, 28, 29, 31, 32, 33, 36, 40, 44, 46, 48, 54, 55, 58, 63], "older": [3, 20, 27, 29, 34, 37], "inconveni": 3, "final": [3, 5, 10, 11, 14, 15, 17, 18, 20, 21, 22, 23, 24, 26, 32, 33, 34, 35, 38, 41, 44, 46, 50, 52, 55, 61, 63, 66], "highest": 3, "qualiti": [3, 10, 11, 12, 14, 15, 16, 17, 20, 22, 24, 27, 29, 32, 35, 37, 40, 44, 46, 49, 50, 55, 62, 63], "possibl": [3, 11, 17, 18, 19, 22, 23, 26, 27, 28, 29, 31, 36, 39, 44, 46, 47, 63], "structur": [3, 7, 8, 12, 14, 15, 16, 17, 18, 21, 24, 27, 28, 35, 59], "system": [3, 7, 9, 10, 12, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 34, 35, 37, 40, 41, 42, 43, 44, 45, 46, 47, 50, 52, 55, 56, 57], "filter": [4, 11, 12, 13, 14, 15, 16, 17, 20, 21, 23, 25, 27, 28, 29, 31, 32, 33, 34, 36, 44, 47, 48, 50, 52, 55, 56, 63, 64, 67, 68], "borrow": 4, "bill": 4, "cawtha": 4, "instruct": [4, 9, 20, 21, 22, 25, 26, 29, 34, 35, 40, 48, 53, 54, 58, 59, 60, 61], "assum": [4, 10, 11, 15, 18, 20, 22, 23, 24, 29, 34, 35, 41, 50, 52, 55, 63], "dest": 4, "main": [4, 18, 21, 23, 24, 31, 32, 33, 41, 47, 50, 52, 59, 60, 61, 63], "contain": [4, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 40, 41, 45, 46, 47, 48, 51, 52, 54, 55, 58, 61, 63, 67], "everyth": [4, 11, 17, 20, 22, 29, 52], "mkdir": [4, 18, 20, 21, 22, 23, 24, 27, 28, 41, 42, 43, 47, 55], "stuff_to_mov": 4, "retain": 4, "renam": [4, 10, 11, 12, 14, 15, 16, 17, 18, 22, 23, 29, 31, 32, 33, 35, 36, 50, 52, 55, 63], "multipl": [4, 11, 15, 18, 20, 21, 24, 25, 28, 29, 30, 33, 34, 35, 37, 39, 41, 42, 44, 45, 47, 57, 61, 67], "out": [4, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 31, 32, 33, 35, 36, 37, 40, 41, 44, 47, 50, 52, 55, 63], "unrel": 4, "ref": [4, 17, 20, 44, 46], "forc": [4, 37], "cd": [4, 53], "5": [4, 10, 12, 13, 14, 16, 17, 18, 20, 22, 23, 24, 28, 31, 33, 35, 38, 39, 42, 43, 44, 45, 46, 49, 51, 57], "target": [4, 15, 16, 18, 20, 21, 22, 23, 27, 29, 33, 36, 39, 41, 42, 43, 45, 47, 55], "6": [4, 10, 12, 13, 14, 16, 18, 20, 22, 24, 27, 31, 32, 33, 35, 38, 39, 42, 44, 45, 46, 63], "remot": 4, "fetch": [4, 20, 23, 24, 26, 27], "migrat": 4, "item": [4, 18, 21, 23, 24], "8": [4, 10, 11, 12, 14, 15, 18, 22, 23, 24, 27, 28, 32, 33, 34, 35, 36, 37, 39, 44, 46, 47, 50, 63, 67], "u": [4, 13, 24, 28, 33, 38, 45, 47], "sit": 4, "pre": [4, 8, 11, 24, 25, 27, 29, 37, 40, 44], "insert": [4, 8, 11, 16, 31], "store": [4, 8, 11, 13, 15, 16, 20, 24, 26, 27, 28, 29, 31, 41, 42, 43, 44, 45, 46, 47, 52], "hst_notebook": [5, 11, 24, 25, 28, 40, 50, 52, 55, 63], "ac": [5, 6, 16, 29, 31, 32, 33, 34, 35, 36, 37, 44, 50, 52], "norman": 5, "grogin": 5, "alyssa": 5, "guzman": 5, "co": [5, 6, 18, 19, 40], "sierra": 5, "gomez": 5, "marc": [5, 19, 25, 44], "rafelski": [5, 19, 25, 44], "nicmo": [5, 6, 57], "tbd": 5, "sti": [5, 6, 29, 41, 42, 43], "joleen": 5, "carlberg": 5, "sean": [5, 44], "lockwood": [5, 44], "wfc3": [5, 6, 14, 29, 31, 32, 33, 35, 36, 37, 44, 49, 50, 53, 54, 56, 57, 58, 59, 60, 61, 62, 64, 65, 67, 68], "sylvia": 5, "baggett": 5, "ben": 5, "kuhn": [5, 52, 55], "primari": [5, 11, 12, 13, 14, 15, 16, 17, 18, 23, 24, 25, 28, 41, 44, 45, 47, 48, 50, 66], "fred": 5, "dauphin": 5, "backup": [5, 19], "resourc": [6, 20, 22, 26, 29], "comprehens": [6, 66], "hubbl": [6, 9, 10, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 35, 40, 44, 47, 48, 55, 63], "space": [6, 9, 10, 11, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 34, 42, 44, 47, 48, 63], "telescop": [6, 9, 10, 11, 15, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 37, 39, 44, 47, 48, 55, 63], "explor": [6, 9, 10, 11, 12, 13, 14, 15, 16, 17, 21, 28, 40, 42, 43, 44, 45, 46, 59], "hand": [6, 15, 21, 36], "here": [6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 22, 24, 25, 27, 29, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 46, 47, 48, 50, 52, 55, 63], "you": [6, 8, 9, 10, 11, 19, 29, 31, 32, 33, 34, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 48, 51, 53, 54, 55, 58, 62, 63, 66], "advanc": [6, 9, 10, 14, 21, 25, 29, 30, 34, 40, 44], "camera": [6, 9, 10, 14, 34, 44, 48], "survei": [6, 9, 10, 21, 44, 63], "cosmic": [6, 10, 11, 14, 16, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 32, 34, 35, 40, 43, 44, 47, 50, 52, 53, 61, 63], "spectrograph": [6, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 44, 47], "Near": 6, "infrar": [6, 47, 50], "multi": [6, 29, 31, 36, 44, 45, 47, 50, 63], "object": [6, 15, 16, 18, 19, 21, 28, 31, 33, 34, 36, 42, 44, 45, 46, 47, 52, 55, 56, 63], "spectromet": 6, "imag": [6, 9, 12, 13, 20, 21, 23, 29, 30, 35, 42, 43, 45, 48, 49, 50, 58, 59, 60, 61, 62, 65, 66, 67], "wide": [6, 10, 11, 14, 26, 34, 35, 44, 47, 48, 56], "worth": [7, 44], "whether": [8, 10, 14, 15, 18, 20, 21, 23, 26, 27, 28, 31, 39, 41, 44, 55], "book": 8, "regular": [8, 24], "md": [8, 48, 51, 54, 55, 58], "flavor": 8, "call": [8, 11, 13, 14, 17, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 35, 36, 41, 42, 43, 44, 45, 50, 51, 52, 55, 63], "stand": [8, 12, 14, 15, 16, 17, 20, 27, 55], "markedli": 8, "slight": [8, 18, 27], "variat": [8, 11, 29, 41], "commonmark": 8, "small": [8, 11, 16, 19, 20, 21, 23, 24, 27, 28, 31, 32, 34, 35, 36, 37, 40, 42, 44, 47, 50, 52, 63], "extens": [8, 10, 11, 12, 15, 16, 17, 18, 21, 28, 29, 31, 32, 33, 34, 35, 36, 40, 41, 42, 43, 44, 45, 46, 47, 50, 55, 63], "sphinx": 8, "ecosystem": 8, "power": [8, 24, 28, 33, 36], "tool": [8, 9, 10, 11, 17, 18, 20, 25, 27, 28, 29, 30, 34, 41, 42, 43, 44, 46, 47, 48, 54, 55, 56, 57, 58, 59], "kind": [8, 12, 14, 15, 16, 17, 29, 46], "function": [8, 11, 12, 15, 18, 19, 20, 21, 22, 25, 27, 30, 31, 32, 33, 34, 35, 36, 37, 38, 42, 43, 44, 45, 47, 50, 52, 55, 56, 63, 66], "written": [8, 15, 18, 19, 21, 27, 30, 32, 33, 36, 41, 42, 44, 47, 50, 55, 63], "markup": 8, "similar": [8, 11, 16, 20, 23, 26, 27, 28, 29, 31, 34, 42, 44, 45, 47], "wherea": [8, 10], "span": [8, 27, 34, 41, 44, 50, 67], "accept": [8, 13, 19, 27, 28, 31], "input": [8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 27, 28, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 47, 50, 63, 68], "do": [8, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 22, 25, 26, 27, 28, 31, 34, 35, 37, 40, 44, 45, 47, 52, 55, 61], "depend": [8, 9, 10, 11, 12, 14, 15, 16, 17, 20, 21, 22, 23, 24, 26, 29, 31, 34, 35, 36, 41, 44, 48, 50, 51, 52, 55, 62, 67, 68], "being": [8, 11, 16, 19, 23, 31, 39, 41, 52], "At": [8, 9, 10, 19, 20, 24, 26, 27, 28, 39, 44, 45, 47, 52, 55], "simplest": [8, 28], "mydirectivenam": 8, "alreadi": [8, 10, 11, 15, 18, 20, 22, 23, 24, 26, 27, 29, 32, 35, 37, 42, 43, 44, 52, 55], "doesn": [8, 21, 24, 27, 31, 33, 37, 44], "box": [8, 16, 21, 22, 25, 26, 27, 28, 31, 34, 35, 63], "built": [8, 15, 20, 25, 27, 47], "document": [8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 29, 31, 33, 34, 35, 36, 41, 44, 48, 52, 55], "veri": [8, 11, 14, 15, 18, 20, 21, 23, 24, 27, 28, 31, 33, 44, 48], "less": [8, 17, 20, 21, 22, 28, 31, 33, 36, 42, 43, 44, 46, 52], "complex": [8, 24], "rolenam": 8, "again": [8, 10, 17, 18, 20, 22, 23, 26, 28, 31, 32, 35, 41, 44, 50, 52], "valid": [8, 18, 23, 24, 27, 29, 31, 39], "doc": [8, 12, 13, 14, 15, 16, 17, 21, 24, 25, 40, 45, 47, 54, 55], "refer": [8, 9, 11, 12, 16, 17, 18, 19, 22, 24, 28, 30, 31, 32, 34, 35, 36, 37, 39, 40, 41, 42, 43, 46, 47, 55, 59, 60, 61, 63, 67, 68], "anoth": [8, 18, 20, 21, 22, 23, 26, 28, 33, 36, 41, 44, 47, 52], "directli": [8, 18, 20, 23, 24, 31, 37, 44, 47, 52, 55, 63], "intro": 8, "bibtex": 8, "holdgraf_evidence_2014": 8, "render": [8, 25, 40], "hdhpk14": 8, "moreov": [8, 34], "bibliographi": 8, "properli": [8, 10, 15, 16, 18, 22, 29, 34, 35, 36, 44, 48, 52, 63], "bib": 8, "look": [8, 11, 15, 16, 17, 18, 19, 20, 21, 22, 26, 27, 31, 32, 33, 36, 41, 43, 48, 52, 54, 55, 58], "christoph": 8, "ramsai": 8, "holdgraf": 8, "wendi": 8, "de": [8, 9], "heer": 8, "brian": 8, "n": [8, 11, 15, 16, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 39, 41, 42, 44, 45, 50, 51, 52, 55], "paslei": 8, "robert": 8, "knight": 8, "evid": [8, 36, 55], "predict": [8, 64], "human": 8, "auditori": 8, "cortex": 8, "intern": [8, 50, 63], "cognit": 8, "neurosci": 8, "brisban": 8, "australia": 8, "2014": [8, 56, 57, 63], "frontier": [8, 35], "d": [8, 10, 12, 15, 16, 17, 20, 21, 24, 40, 43, 44, 47], "comput": [8, 11, 13, 20, 21, 27, 28, 29, 31, 32, 33, 34, 36, 41, 42, 50, 52, 58, 60, 61, 63, 64, 67, 68], "jupytext": 8, "metadata": [8, 13, 21, 22, 27, 47, 58], "init": [8, 37], "print": [8, 10, 11, 13, 15, 16, 17, 18, 20, 21, 22, 23, 24, 26, 27, 28, 31, 33, 36, 37, 38, 41, 42, 43, 44, 46, 47, 50, 52, 55, 63], "block": [8, 14, 27, 30, 50], "default": [8, 11, 12, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 26, 28, 29, 33, 35, 36, 37, 39, 40, 41, 44, 50, 63], "kernel": [8, 15, 25, 26, 28, 32, 33, 40, 43, 44, 50, 63], "output": [8, 10, 11, 16, 17, 18, 19, 22, 23, 24, 25, 27, 28, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 43, 44, 47, 48, 50, 52, 63, 64, 66], "displai": [8, 16, 18, 20, 23, 24, 27, 28, 31, 33, 35, 39, 40, 41, 43, 44, 45, 47, 55, 58], "rest": [8, 18, 21, 28, 63], "nb": 8, "demonstr": [9, 10, 11, 18, 20, 23, 27, 28, 29, 30, 31, 32, 34, 35, 41, 43, 44, 50, 56, 64, 65], "calibr": [9, 10, 15, 16, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 42, 44, 47, 49, 50, 51, 52, 57, 62, 63, 67], "analyz": [9, 10, 11, 27, 28, 29, 46, 47, 48, 50, 55], "hst": [9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 52, 55, 56, 57, 63, 65], "advis": [9, 12, 20, 29, 44], "visit": [9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 29, 30, 32, 33, 35, 36, 37, 46, 50, 63], "websit": [9, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 26, 29, 34, 40, 50, 52, 54, 55, 58, 63], "instrument": [9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 32, 34, 36, 39, 40, 41, 44, 47, 50, 52, 55, 63], "handbook": [9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 34, 35, 36, 41, 44, 45, 47, 48, 49, 50, 52, 55, 57, 63, 64], "statu": [9, 11, 15, 26], "analysi": [9, 10, 11, 13, 14, 18, 26, 27, 34, 36, 43, 45, 47, 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43, 45, 47, 50, 52, 59, 63, 64], "though": [10, 11, 18, 29, 31, 35, 36, 37, 47], "convers": [10, 20, 32, 33, 36, 48, 50, 56, 57, 63], "unnecessari": 10, "divid": [10, 11, 12, 20, 21, 23, 41, 43, 47, 50, 52], "replac": [10, 11, 12, 13, 14, 15, 16, 17, 20, 23, 27, 30, 31, 37, 40, 43, 44, 47, 56, 57, 63, 64], "synth_ctefmod_rn_blc_tmp": 10, "synth_ctefmod": 10, "synth_ctefmod_rn_flt": 10, "synth_ctefmod_flc": 10, "synth_ctefmod_rn_flc": 10, "jenna": 10, "ryon": 10, "On": [10, 11, 14, 18, 20, 21, 22, 23, 24, 26, 27, 28, 36, 41, 42, 43, 45, 46, 47, 55, 63], "2022": [10, 11, 27, 31, 35, 44, 46, 48, 52, 55], "proceed": [11, 12, 13, 14, 15, 16, 17, 29], "astroconda": [11, 12, 13, 14, 15, 16, 17, 18, 22, 23, 24, 27, 29, 30, 31, 40, 51, 52], "unsupport": [11, 12, 13, 14, 15, 16, 17, 39, 44], "februari": [11, 12, 13, 14, 15, 16, 17, 52], "2023": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 26, 28, 32, 33, 35, 36, 37, 39, 41, 42, 43, 45, 46, 47, 50, 52, 55, 63], "08": [11, 29, 32, 34, 35, 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54, 55, 58, 63], "sub": [2, 25, 28, 32, 33, 40, 44, 46, 50, 55, 63], "each": [2, 4, 6, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 47, 48, 50, 52, 55, 63, 66, 67], "its": [2, 8, 18, 20, 21, 22, 23, 24, 26, 27, 31, 35, 37, 41, 44, 47, 52], "file": [2, 9, 11, 13, 19, 21, 25, 31, 32, 33, 34, 35, 36, 40, 42, 46, 48, 51, 54, 58, 59, 61, 64, 66, 67], "jupyt": [2, 8, 9, 14, 18, 21, 22, 23, 24, 27, 29, 41, 42, 43, 44, 45, 46, 47, 48, 49, 51, 52, 54, 55, 58, 62, 65], "templat": [2, 3, 8, 20, 24], "idea": [2, 21, 23, 28, 47], "get": [2, 10, 11, 13, 15, 18, 19, 20, 21, 23, 26, 28, 33, 34, 35, 37, 41, 42, 43, 44, 45, 46, 47, 52, 55, 63], "start": [2, 11, 15, 16, 17, 18, 20, 21, 24, 25, 26, 27, 28, 31, 32, 33, 36, 39, 40, 43, 44, 46, 47, 50, 55, 63], "ad": [2, 10, 11, 16, 19, 20, 22, 23, 24, 26, 27, 28, 30, 36, 44, 50, 52, 54, 58], "path": [2, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 41, 42, 43, 44, 45, 46, 47, 50, 52, 55], "ipynb": [2, 8, 9, 19, 22, 25, 26, 28, 31, 32, 33, 34, 35, 36, 40, 51, 54, 58], "m": [2, 11, 20, 23, 24, 30, 34, 38], "some": [2, 8, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 29, 31, 33, 34, 35, 36, 37, 38, 41, 43, 44, 45, 46, 47, 50, 52, 55, 63], "mani": [2, 8, 10, 11, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 41, 44, 52, 55], "captur": [2, 20, 22, 23, 24, 35, 43], "histori": [2, 4, 12, 16, 26], "note": [2, 4, 5, 8, 10, 11, 13, 16, 18, 19, 21, 22, 23, 24, 27, 29, 32, 33, 34, 35, 36, 37, 44, 45, 46, 47, 50, 52, 54, 55, 61, 63, 64], "never": [2, 17, 19, 25, 38, 40], "execut": [2, 4, 10, 11, 14, 17, 22, 23, 29, 31, 32, 33, 34, 35, 41, 42, 43, 44, 50, 63], "cell": [2, 8, 10, 15, 18, 19, 20, 22, 23, 24, 26, 27, 29, 33, 44, 47, 52, 55, 63], "larg": [2, 11, 15, 20, 21, 22, 23, 26, 27, 31, 32, 33, 35, 36, 40, 44, 46, 47, 55], "clear": [2, 11, 19, 20, 23, 27, 28, 46, 47], "ouput": 2, "requir": [2, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 31, 34, 36, 37, 38, 41, 42, 44, 48, 50, 52, 53, 55, 58, 59, 60, 61, 62, 63, 64, 68], "txt": [2, 20, 21, 22, 23, 29, 31, 32, 33, 44, 48, 51, 62], "next": [2, 10, 11, 14, 17, 18, 20, 21, 22, 23, 24, 26, 27, 28, 31, 34, 41, 42, 43, 44, 45, 46, 47, 50, 52, 55], "line": [2, 8, 10, 11, 12, 14, 15, 16, 17, 18, 21, 22, 23, 25, 27, 28, 29, 31, 33, 34, 35, 40, 41, 43, 44, 46, 47, 48, 50, 52, 55, 59, 63, 65], "separ": [2, 15, 16, 18, 20, 21, 22, 24, 26, 27, 28, 31, 32, 33, 34, 36, 39, 41, 42, 47, 50, 55, 63, 67], "packag": [2, 9, 10, 11, 12, 13, 14, 15, 16, 17, 20, 25, 27, 28, 29, 31, 32, 33, 34, 35, 36, 38, 39, 40, 44, 50, 52, 53, 54, 55, 58, 62, 63, 68], "pip": [2, 20, 25, 26, 40, 43, 52, 62], "convent": [2, 20, 44, 47], "known": [2, 16, 18, 21, 24, 33, 36, 52, 55], "good": [2, 19, 27, 28, 29, 31, 32, 33, 34, 36, 44, 47, 63], "e": [2, 9, 10, 11, 12, 13, 14, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 39, 40, 41, 42, 44, 45, 47, 50, 52, 55, 63], "g": [2, 9, 10, 11, 12, 14, 27, 29, 30, 31, 32, 33, 34, 35, 36, 44, 45, 47, 50, 52, 63], "wrote": [2, 11, 21, 32, 33], "numpi": [2, 10, 11, 13, 15, 16, 18, 20, 21, 22, 23, 24, 26, 27, 28, 32, 33, 34, 36, 37, 39, 41, 42, 43, 44, 45, 46, 47, 50, 52, 55, 63], "v1": [2, 48, 51], "14": [2, 11, 12, 15, 16, 19, 20, 22, 23, 24, 27, 28, 29, 32, 33, 34, 35, 36, 39, 41, 42, 43, 44, 45, 47, 50, 52, 55], "0": [2, 11, 12, 13, 14, 15, 16, 17, 30, 31, 32, 33, 34, 35, 36, 38, 39, 42, 43, 44, 46, 48, 50, 51, 55, 63], "supplement": [2, 30], "discourag": [2, 20, 24, 45, 47], "occur": [2, 15, 20, 22, 27, 32, 33, 34, 36, 46, 50, 55, 60, 63], "via": [2, 9, 10, 17, 19, 26, 27, 29, 31, 32, 33, 35, 37, 52, 55], "mast": [2, 9, 10, 11, 12, 14, 15, 16, 17, 20, 22, 23, 24, 27, 28, 30, 31, 32, 33, 34, 35, 36, 37, 44, 46, 50, 55, 62], "detail": [2, 6, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 29, 31, 32, 33, 34, 35, 36, 40, 43, 44, 45, 47, 48, 50, 55, 56, 67], "guidanc": [2, 9, 10], "handl": [2, 16, 18, 19, 20, 21, 22, 23, 24, 27, 28, 29, 39, 40, 41, 42, 43, 44, 45, 47, 55], "sure": [2, 10, 11, 15, 18, 20, 21, 23, 24, 25, 28, 29, 35, 40, 43, 52, 55], "name": [2, 4, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 37, 39, 41, 43, 44, 45, 47, 48, 50, 52, 55, 63], "except": [2, 11, 18, 19, 20, 21, 22, 23, 24, 27, 28, 31, 40, 41, 45, 48, 50, 54], "repo": [2, 3, 4, 19], "gitignor": 2, "exampl": [2, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 27, 28, 29, 30, 32, 33, 34, 35, 36, 40, 42, 44, 47, 48, 49, 50, 51, 52, 59, 63, 64, 66], "diagram": [2, 23], "drizzlepac": [2, 5, 6, 16, 31, 32, 33, 34, 35, 36, 37, 50, 63], "sky_match": 2, "don": [2, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 31, 35, 40, 41, 44], "t": [2, 8, 16, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 35, 37, 40, 41, 44, 47, 50, 55], "forget": [2, 55], "won": [2, 20, 23, 25, 26, 37], "push": [2, 4, 24], "github": [2, 9, 18, 25, 26, 27, 28, 40, 48, 52, 53, 59, 60, 61], "web": [2, 24, 25, 40], "site": [2, 11, 15, 18, 20, 32, 33, 46, 47, 50, 63], "Be": [2, 11], "suffici": [2, 52, 62, 63], "someon": [2, 19], "understand": [2, 10, 14, 22, 28, 36, 39], "context": [2, 16, 20, 22, 23, 27, 31, 32, 33, 34, 35, 36, 44, 50, 52, 63], "onc": [2, 4, 8, 11, 15, 16, 18, 19, 20, 21, 22, 23, 24, 28, 29, 35, 51, 54, 58], "ve": [2, 18, 20, 21, 23, 24, 27, 28, 31], "ci": [2, 3, 7], "test": [2, 10, 15, 17, 18, 25, 27, 33, 40, 50], "run": [2, 8, 9, 12, 15, 16, 17, 18, 21, 24, 28, 29, 32, 34, 35, 36, 37, 41, 44, 46, 47, 48, 50, 51, 54, 55, 58, 63], "chang": [2, 4, 10, 12, 14, 15, 16, 17, 18, 20, 21, 24, 25, 26, 27, 28, 29, 31, 32, 35, 36, 40, 41, 43, 44, 45, 46, 47, 50, 52, 53, 55, 57, 67], "These": [2, 4, 10, 11, 13, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 35, 37, 40, 43, 44, 47, 48, 52, 55, 58, 59, 63], "actual": [2, 11, 18, 20, 23, 24, 25, 26, 27, 28, 40, 41, 43, 47, 52, 55], "element": [2, 12, 18, 24, 28, 37], "hygin": 2, 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17, 18, 20, 21, 22, 23, 24, 27, 28, 32, 33, 34, 36, 39, 42, 44, 46, 47, 50, 52, 54, 59, 60, 61, 63, 64], "destroi": 2, "harder": 2, "correct": [2, 9, 12, 13, 14, 15, 16, 18, 19, 20, 21, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 37, 47, 48, 50, 51, 60, 61, 64, 65, 66, 67], "allow": [2, 4, 8, 9, 11, 18, 19, 20, 21, 22, 23, 25, 26, 28, 29, 31, 32, 35, 36, 40, 47, 53], "re": [2, 9, 11, 15, 18, 19, 21, 22, 23, 24, 26, 27, 28, 29, 34, 37, 41, 42, 43, 44, 54, 58], "write": [2, 8, 16, 18, 20, 21, 22, 23, 27, 28, 32, 33, 36, 37, 42, 50, 63], "rebas": 2, "command": [2, 4, 8, 10, 11, 12, 14, 15, 16, 17, 18, 21, 22, 23, 25, 27, 28, 29, 31, 32, 34, 35, 36, 37, 40, 41, 42, 43, 44, 50, 52, 55, 63], "best": [2, 11, 12, 14, 19, 20, 21, 23, 24, 26, 27, 29, 31, 34, 36, 41, 42, 44, 47, 50, 52, 63], "abov": [2, 9, 10, 11, 16, 18, 20, 21, 22, 23, 26, 27, 28, 29, 31, 33, 34, 35, 36, 37, 43, 44, 45, 46, 47, 52, 55], "problem": [2, 16, 22, 25, 27, 28, 32, 33, 35, 40, 41, 46, 55], "advantag": [2, 13, 28], "maintain": [2, 19, 24, 48], "oppos": 2, "itself": [2, 11, 22, 23, 28, 39], "step": [2, 4, 9, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 26, 28, 29, 31, 32, 33, 34, 35, 36, 37, 39, 42, 43, 44, 45, 46, 49, 50, 52, 53, 54, 55, 61, 62, 63, 66], "rel": [2, 8, 10, 12, 15, 19, 24, 32, 33, 39, 41, 42, 44, 47, 50], "i": [2, 4, 10, 11, 12, 13, 15, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 31, 32, 36, 37, 40, 42, 44, 47, 50, 52, 59], "rm": [2, 31, 32, 33, 36, 50, 55, 63], "filetobedelet": 2, "record": [2, 20, 21, 22, 27, 32, 33, 34, 37, 41, 47, 50, 52, 55], "sha": 2, "determin": [2, 10, 15, 18, 19, 20, 21, 23, 24, 26, 28, 29, 31, 36, 39, 41, 42, 44, 46, 50, 55, 63, 64], "first": [2, 8, 10, 11, 12, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 29, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 52, 53, 55, 60, 61, 63], "place": [2, 11, 16, 21, 23, 24, 26, 28, 31, 32, 36, 37, 39, 46], "usual": [2, 18, 27, 30, 36, 41, 43, 46], "easili": [2, 10, 18, 28, 32, 35, 55], "found": [2, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 27, 28, 29, 32, 33, 34, 35, 40, 41, 43, 44, 47, 50, 55, 59, 60, 61, 63, 64], "log": [2, 16, 20, 21, 22, 28, 31, 32, 33, 34, 36, 47, 50, 52, 55, 63], "just": [2, 11, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 33, 35, 37, 41, 47, 52, 55, 63], "trick": 2, "which": [2, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 52, 55, 56, 57, 59, 60, 61, 63, 67, 68], "basic": [2, 14, 21, 31, 32, 33, 34, 35, 36, 37, 38, 41, 44], "abc123": 2, "would": [2, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 33, 35, 37, 39, 40, 41, 42, 43, 45, 46, 47, 48, 50, 52, 55, 63], "pop": [2, 21, 22], "text": [2, 8, 9, 15, 19, 20, 21, 23, 24, 26, 27, 28, 30, 31, 36, 39, 47, 50], "editor": 2, "identifi": [2, 9, 11, 12, 24, 29, 31, 35, 41, 43, 44, 47, 50, 55, 59, 60, 61, 65], "move": [2, 4, 18, 20, 23, 24, 29, 31, 33, 34, 35, 37, 41, 44, 50, 52, 55], "right": [2, 10, 17, 18, 20, 21, 23, 24, 26, 28, 35, 36, 39, 41, 42, 43, 44, 45, 63], "after": [2, 10, 11, 12, 15, 17, 19, 20, 21, 22, 23, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 48, 52, 53, 55, 67], "also": [2, 8, 9, 10, 11, 14, 15, 16, 17, 19, 21, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 55, 62, 63, 68], "word": [2, 22, 25, 26, 40, 47], "pick": [2, 11, 18, 28, 31, 46, 52], "think": 2, "minut": [2, 10, 14, 20, 26, 27, 28, 63], "show": [2, 9, 10, 11, 18, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 33, 34, 35, 36, 37, 40, 43, 44, 45, 46, 49, 50, 52, 55, 59, 60, 62, 63, 66, 67, 68], "messag": [2, 15, 19, 26, 27, 28, 52, 55], "save": [2, 10, 11, 16, 17, 18, 20, 21, 22, 23, 24, 26, 28, 31, 32, 33, 35, 36, 41, 42, 44, 46, 50, 63], "exit": [2, 20, 41, 42, 52], "now": [2, 10, 11, 14, 15, 16, 17, 18, 20, 22, 23, 24, 26, 27, 29, 30, 31, 32, 33, 34, 37, 41, 42, 43, 47, 50, 52, 53, 55, 63], 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15, 16, 17, 18, 20, 21, 22, 23, 24, 26, 27, 28, 29, 35, 36, 37, 39, 41, 42, 43, 44, 45, 46, 47, 50, 52, 55, 63], "close": [2, 16, 18, 19, 23, 27, 28, 36, 37, 44, 46, 60, 61, 63], "bit": [2, 4, 11, 16, 18, 20, 21, 24, 28, 31, 32, 33, 41, 44, 47, 50, 63], "stop": [2, 11, 23, 28, 31, 47], "ask": [2, 19, 21, 55], "refresh": [2, 31], "browser": [2, 24, 25, 26, 40, 48], "window": [2, 20, 21, 25, 26, 27, 28, 40, 48], "amend": 2, "yournotebook": 2, "automat": [2, 10, 11, 14, 26, 31, 35, 37, 55], "earlier": [2, 10, 11, 14, 17, 20, 24, 63], "changelog": 2, "wish": [2, 10, 12, 14, 20, 21, 26, 27, 28, 29, 39], "ll": [2, 8, 11, 12, 14, 15, 16, 17, 18, 20, 21, 23, 26, 27, 28, 31, 43, 45], "fix": [2, 10, 18, 19, 21, 24, 25, 28, 35, 40, 42, 50], "mai": [2, 3, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 37, 40, 41, 46, 47, 48, 52, 55, 59, 60, 61, 62, 63, 67], "find": [2, 6, 10, 16, 18, 22, 24, 27, 29, 33, 34, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 59, 63, 66], "rather": [2, 11, 18, 20, 21, 28, 32, 50, 54, 55, 58], "thean": 2, "correctli": [2, 17, 18, 19, 21, 24, 27, 31, 43, 46], "hit": [2, 20, 28, 41, 52], "sai": 2, "successfulli": [2, 18, 20, 22, 46], "finish": [2, 11, 15, 16, 32, 33, 36, 50, 53, 63], "off": [2, 10, 11, 16, 18, 20, 23, 24, 26, 31, 32, 36, 41, 42, 44, 48, 49, 52], "7": [2, 4, 10, 11, 12, 13, 15, 18, 20, 23, 24, 27, 28, 31, 32, 33, 36, 39, 44, 45, 46, 50, 51, 63], "abil": [2, 18, 20], "cannot": [2, 22, 23, 25, 26, 37, 42, 46, 47], "simpler": [2, 10, 11, 20, 28, 32], "still": [2, 10, 11, 14, 15, 19, 20, 21, 27, 28, 29, 31, 33, 34, 46, 52, 55, 61], "instead": [2, 3, 15, 18, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 35, 40, 42, 46, 47], "merg": [2, 4, 19, 34], "singl": [2, 4, 11, 13, 14, 20, 23, 24, 28, 29, 30, 31, 32, 33, 36, 39, 41, 42, 43, 44, 46, 47, 55, 60, 61, 63, 67], "disadvantag": 2, "eras": 2, "whole": [2, 19, 21, 24, 28, 44], "implement": [2, 10, 19, 21, 29, 37, 52, 53], "readi": [2, 4, 10, 14, 18, 20, 31, 44, 46, 52, 53], "click": [2, 20, 21, 22, 23, 24, 25, 26, 28, 40], "downward": [2, 46], "arrow": [2, 31, 39], "choos": [2, 10, 17, 18, 20, 22, 23, 24, 27, 31, 41, 42, 43, 45, 46, 47], "doubl": [2, 11], "pass": [2, 11, 18, 20, 22, 24, 25, 26, 27, 28, 31, 33, 35, 40, 43, 45], "That": [2, 11, 16, 28], "techniqu": [2, 28, 29, 30, 41, 48, 49, 50, 65], "must": [2, 8, 9, 10, 11, 12, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 34, 39, 41, 42, 44, 50, 51, 52, 54, 58, 67], "build": [2, 8, 16, 18, 20, 22, 24, 27, 28, 31, 32, 33, 34, 35, 36, 37, 44, 48, 50, 63], "IS": [3, 34, 36, 38], "under": [3, 19, 21, 24, 26, 28, 29, 34, 37, 48], "construct": [3, 13, 14, 15, 16, 17, 37, 40], "current": [3, 9, 10, 11, 12, 14, 15, 17, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 33, 34, 35, 37, 40, 41, 42, 43, 44, 50, 52, 53, 55, 63], "yet": [3, 5, 14, 20, 22, 25, 29, 39, 40], "recommend": [3, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 22, 25, 28, 29, 31, 32, 33, 36, 40, 44, 46, 48, 54, 55, 58, 63], "older": [3, 20, 27, 29, 34, 37], "inconveni": 3, "final": [3, 5, 10, 11, 14, 15, 17, 18, 20, 21, 22, 23, 24, 26, 32, 33, 34, 35, 38, 41, 44, 46, 50, 52, 55, 61, 63, 66], "highest": 3, "qualiti": [3, 10, 11, 12, 14, 15, 16, 17, 20, 22, 24, 27, 29, 32, 35, 37, 40, 44, 46, 49, 50, 55, 62, 63], "possibl": [3, 11, 17, 18, 19, 22, 23, 26, 27, 28, 29, 31, 36, 39, 44, 46, 47, 63], "structur": [3, 7, 8, 12, 14, 15, 16, 17, 18, 21, 24, 27, 28, 35, 59], "system": [3, 7, 9, 10, 12, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 34, 35, 37, 40, 41, 42, 43, 44, 45, 46, 47, 50, 52, 55, 56, 57], "filter": [4, 11, 12, 13, 14, 15, 16, 17, 20, 21, 23, 25, 27, 28, 29, 31, 32, 33, 34, 36, 44, 47, 48, 50, 52, 55, 56, 63, 64, 67, 68], "borrow": 4, "bill": 4, "cawtha": 4, "instruct": [4, 9, 20, 21, 22, 25, 26, 29, 34, 35, 40, 48, 53, 54, 58, 59, 60, 61], "assum": [4, 10, 11, 15, 18, 20, 22, 23, 24, 29, 34, 35, 41, 50, 52, 55, 63], "dest": 4, "main": [4, 18, 21, 23, 24, 31, 32, 33, 41, 47, 50, 52, 59, 60, 61, 63], "contain": [4, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 40, 41, 45, 46, 47, 48, 51, 52, 54, 55, 58, 61, 63, 67], "everyth": [4, 11, 17, 20, 22, 29, 52], "mkdir": [4, 18, 20, 21, 22, 23, 24, 27, 28, 41, 42, 43, 47, 55], "stuff_to_mov": 4, "retain": 4, "renam": [4, 10, 11, 12, 14, 15, 16, 17, 18, 22, 23, 29, 31, 32, 33, 35, 36, 50, 52, 55, 63], "multipl": [4, 11, 15, 18, 20, 21, 24, 25, 28, 29, 30, 33, 34, 35, 37, 39, 41, 42, 44, 45, 47, 57, 61, 67], "out": [4, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 31, 32, 33, 35, 36, 37, 40, 41, 44, 47, 50, 52, 55, 63], "unrel": 4, "ref": [4, 17, 20, 44, 46], "forc": [4, 37], "cd": [4, 53], "5": [4, 10, 12, 13, 14, 16, 17, 18, 20, 22, 23, 24, 28, 31, 33, 35, 38, 39, 42, 43, 44, 45, 46, 49, 51, 57], "target": [4, 15, 16, 18, 20, 21, 22, 23, 27, 29, 33, 36, 39, 41, 42, 43, 45, 47, 55], "6": [4, 10, 12, 13, 14, 16, 18, 20, 22, 24, 27, 31, 32, 33, 35, 38, 39, 42, 44, 45, 46, 63], "remot": 4, "fetch": [4, 20, 23, 24, 26, 27], "migrat": 4, "item": [4, 18, 21, 23, 24], "8": [4, 10, 11, 12, 14, 15, 18, 22, 23, 24, 27, 28, 32, 33, 34, 35, 36, 37, 39, 44, 46, 47, 50, 63, 67], "u": [4, 13, 24, 28, 33, 38, 45, 47], "sit": 4, "pre": [4, 8, 11, 24, 25, 27, 29, 37, 40, 44], "insert": [4, 8, 11, 16, 31], "store": [4, 8, 11, 13, 15, 16, 20, 24, 26, 27, 28, 29, 31, 41, 42, 43, 44, 45, 46, 47, 52], "hst_notebook": [5, 11, 24, 25, 28, 40, 50, 52, 55, 63], "ac": [5, 6, 16, 29, 31, 32, 33, 34, 35, 36, 37, 44, 50, 52], "norman": 5, "grogin": 5, "alyssa": 5, "guzman": 5, "co": [5, 6, 18, 19, 40], "sierra": 5, "gomez": 5, "marc": [5, 19, 25, 44], "rafelski": [5, 19, 25, 44], "nicmo": [5, 6, 57], "tbd": 5, "sti": [5, 6, 29, 41, 42, 43], "joleen": 5, "carlberg": 5, "sean": [5, 44], "lockwood": [5, 44], "wfc3": [5, 6, 14, 29, 31, 32, 33, 35, 36, 37, 44, 49, 50, 53, 54, 56, 57, 58, 59, 60, 61, 62, 64, 65, 67, 68], "sylvia": 5, "baggett": 5, "ben": 5, "kuhn": [5, 52, 55], "primari": [5, 11, 12, 13, 14, 15, 16, 17, 18, 23, 24, 25, 28, 41, 44, 45, 47, 48, 50, 66], "fred": 5, "dauphin": 5, "backup": [5, 19], "resourc": [6, 20, 22, 26, 29], "comprehens": [6, 66], "hubbl": [6, 9, 10, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 35, 40, 44, 47, 48, 55, 63], "space": [6, 9, 10, 11, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 34, 42, 44, 47, 48, 63], "telescop": [6, 9, 10, 11, 15, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 37, 39, 44, 47, 48, 55, 63], "explor": [6, 9, 10, 11, 12, 13, 14, 15, 16, 17, 21, 28, 40, 42, 43, 44, 45, 46, 59], "hand": [6, 15, 21, 36], "here": [6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 22, 24, 25, 27, 29, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 46, 47, 48, 50, 52, 55, 63], "you": [6, 8, 9, 10, 11, 19, 29, 31, 32, 33, 34, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 48, 51, 53, 54, 55, 58, 62, 63, 66], "advanc": [6, 9, 10, 14, 21, 25, 29, 30, 34, 40, 44], "camera": [6, 9, 10, 14, 34, 44, 48], "survei": [6, 9, 10, 21, 44, 63], "cosmic": [6, 10, 11, 14, 16, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 32, 34, 35, 40, 43, 44, 47, 50, 52, 53, 61, 63], "spectrograph": [6, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 44, 47], "Near": 6, "infrar": [6, 47, 50], "multi": [6, 29, 31, 36, 44, 45, 47, 50, 63], "object": [6, 15, 16, 18, 19, 21, 28, 31, 33, 34, 36, 42, 44, 45, 46, 47, 52, 55, 56, 63], "spectromet": 6, "imag": [6, 9, 12, 13, 20, 21, 23, 29, 30, 35, 42, 43, 45, 48, 49, 50, 58, 59, 60, 61, 62, 65, 66, 67], "wide": [6, 10, 11, 14, 26, 34, 35, 44, 47, 48, 56], "worth": [7, 44], "whether": [8, 10, 14, 15, 18, 20, 21, 23, 26, 27, 28, 31, 39, 41, 44, 55], "book": 8, "regular": [8, 24], "md": [8, 48, 51, 54, 55, 58], "flavor": 8, "call": [8, 11, 13, 14, 17, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 35, 36, 41, 42, 43, 44, 45, 50, 51, 52, 55, 63], "stand": [8, 12, 14, 15, 16, 17, 20, 27, 55], "markedli": 8, "slight": [8, 18, 27], "variat": [8, 11, 29, 41], "commonmark": 8, "small": [8, 11, 16, 19, 20, 21, 23, 24, 27, 28, 31, 32, 34, 35, 36, 37, 40, 42, 44, 47, 50, 52, 63], "extens": [8, 10, 11, 12, 15, 16, 17, 18, 21, 28, 29, 31, 32, 33, 34, 35, 36, 40, 41, 42, 43, 44, 45, 46, 47, 50, 55, 63], "sphinx": 8, "ecosystem": 8, "power": [8, 24, 28, 33, 36], "tool": [8, 9, 10, 11, 17, 18, 20, 25, 27, 28, 29, 30, 34, 41, 42, 43, 44, 46, 47, 48, 54, 55, 56, 57, 58, 59], "kind": [8, 12, 14, 15, 16, 17, 29, 46], "function": [8, 11, 12, 15, 18, 19, 20, 21, 22, 25, 27, 30, 31, 32, 33, 34, 35, 36, 37, 38, 42, 43, 44, 45, 47, 50, 52, 55, 56, 63, 66], "written": [8, 15, 18, 19, 21, 27, 30, 32, 33, 36, 41, 42, 44, 47, 50, 55, 63], "markup": 8, "similar": [8, 11, 16, 20, 23, 26, 27, 28, 29, 31, 34, 42, 44, 45, 47], "wherea": [8, 10], "span": [8, 27, 34, 41, 44, 50, 67], "accept": [8, 13, 19, 27, 28, 31], "input": [8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 27, 28, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 47, 50, 63, 68], "do": [8, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 22, 25, 26, 27, 28, 31, 34, 35, 37, 40, 44, 45, 47, 52, 55, 61], "depend": [8, 9, 10, 11, 12, 14, 15, 16, 17, 20, 21, 22, 23, 24, 26, 29, 31, 34, 35, 36, 41, 44, 48, 50, 51, 52, 55, 62, 67, 68], "being": [8, 11, 16, 19, 23, 31, 39, 41, 52], "At": [8, 9, 10, 19, 20, 24, 26, 27, 28, 39, 44, 45, 47, 52, 55], "simplest": [8, 28], "mydirectivenam": 8, "alreadi": [8, 10, 11, 15, 18, 20, 22, 23, 24, 26, 27, 29, 32, 35, 37, 42, 43, 44, 52, 55], "doesn": [8, 21, 24, 27, 31, 33, 37, 44], "box": [8, 16, 21, 22, 25, 26, 27, 28, 31, 34, 35, 63], "built": [8, 15, 20, 25, 27, 47], "document": [8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 29, 31, 33, 34, 35, 36, 41, 44, 48, 52, 55], "veri": [8, 11, 14, 15, 18, 20, 21, 23, 24, 27, 28, 31, 33, 44, 48], "less": [8, 17, 20, 21, 22, 28, 31, 33, 36, 42, 43, 44, 46, 52], "complex": [8, 24], "rolenam": 8, "again": [8, 10, 17, 18, 20, 22, 23, 26, 28, 31, 32, 35, 41, 44, 50, 52], "valid": [8, 18, 23, 24, 27, 29, 31, 39], "doc": [8, 12, 13, 14, 15, 16, 17, 21, 24, 25, 40, 45, 47, 54, 55], "refer": [8, 9, 11, 12, 16, 17, 18, 19, 22, 24, 28, 30, 31, 32, 34, 35, 36, 37, 39, 40, 41, 42, 43, 46, 47, 55, 59, 60, 61, 63, 67, 68], "anoth": [8, 18, 20, 21, 22, 23, 26, 28, 33, 36, 41, 44, 47, 52], "directli": [8, 18, 20, 23, 24, 31, 37, 44, 47, 52, 55, 63], "intro": 8, "bibtex": 8, "holdgraf_evidence_2014": 8, "render": [8, 25, 40], "hdhpk14": 8, "moreov": [8, 34], "bibliographi": 8, "properli": [8, 10, 15, 16, 18, 22, 29, 34, 35, 36, 44, 48, 52, 63], "bib": 8, "look": [8, 11, 15, 16, 17, 18, 19, 20, 21, 22, 26, 27, 31, 32, 33, 36, 41, 43, 48, 52, 54, 55, 58], "christoph": 8, "ramsai": 8, "holdgraf": 8, "wendi": 8, "de": [8, 9], "heer": 8, "brian": 8, "n": [8, 11, 15, 16, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 39, 41, 42, 44, 45, 50, 51, 52, 55], "paslei": 8, "robert": 8, "knight": 8, "evid": [8, 36, 55], "predict": [8, 64], "human": 8, "auditori": 8, "cortex": 8, "intern": [8, 50, 63], "cognit": 8, "neurosci": 8, "brisban": 8, "australia": 8, "2014": [8, 56, 57], "frontier": [8, 35], "d": [8, 10, 12, 15, 16, 17, 20, 21, 24, 40, 43, 44, 47], "comput": [8, 11, 13, 20, 21, 27, 28, 29, 31, 32, 33, 34, 36, 41, 42, 50, 52, 58, 60, 61, 63, 64, 67, 68], "jupytext": 8, "metadata": [8, 13, 21, 22, 27, 47, 58], "init": [8, 37], "print": [8, 10, 11, 13, 15, 16, 17, 18, 20, 21, 22, 23, 24, 26, 27, 28, 31, 33, 36, 37, 38, 41, 42, 43, 44, 46, 47, 50, 52, 55, 63], "block": [8, 14, 27, 30, 50], "default": [8, 11, 12, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 26, 28, 29, 33, 35, 36, 37, 39, 40, 41, 44, 50, 63], "kernel": [8, 15, 25, 26, 28, 32, 33, 40, 43, 44, 50, 63], "output": [8, 10, 11, 16, 17, 18, 19, 22, 23, 24, 25, 27, 28, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 43, 44, 47, 48, 50, 52, 63, 64, 66], "displai": [8, 16, 18, 20, 23, 24, 27, 28, 31, 33, 35, 39, 40, 41, 43, 44, 45, 47, 55, 58], "rest": [8, 18, 21, 28, 63], "nb": 8, "demonstr": [9, 10, 11, 18, 20, 23, 27, 28, 29, 30, 31, 32, 34, 35, 41, 43, 44, 50, 56, 64, 65], "calibr": [9, 10, 15, 16, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 42, 44, 47, 49, 50, 51, 52, 57, 62, 63, 67], "analyz": [9, 10, 11, 27, 28, 29, 46, 47, 48, 50, 55], "hst": [9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 52, 55, 56, 57, 63, 65], "advis": [9, 12, 20, 29, 44], "visit": [9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 29, 30, 32, 33, 35, 36, 37, 46, 50, 63], "websit": [9, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 26, 29, 34, 40, 50, 52, 54, 55, 58, 63], "instrument": [9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 32, 34, 36, 39, 40, 41, 44, 47, 50, 52, 55, 63], "handbook": [9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 34, 35, 36, 41, 44, 45, 47, 48, 49, 50, 52, 55, 57, 63, 64], "statu": [9, 11, 15, 26], "analysi": [9, 10, 11, 13, 14, 18, 26, 27, 34, 36, 43, 45, 47, 53], "who": [9, 14, 22], "transit": [9, 27, 28, 33], "iraf": [9, 29], "pyraf": [9, 29, 30], "python": [9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 22, 23, 24, 27, 29, 30, 32, 33, 37, 43, 44, 45, 46, 47, 48, 50, 51, 52, 53, 55, 63, 68], "stak": 9, "softwar": [9, 10, 17, 24, 30, 31, 32, 33, 35, 37, 40, 46, 48, 50, 61], "capabl": [9, 18, 20, 21, 22, 23, 24, 26, 27, 28, 44], "pleas": [9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 34, 35, 37, 40, 41, 42, 43, 45, 46, 47, 48, 50, 52, 54, 55, 59, 60, 61, 63], "desk": [9, 10, 11, 12, 13, 14, 15, 16, 17, 25, 30, 40, 44, 54, 65], "portal": [9, 10, 11, 12, 13, 14, 15, 16, 17, 29, 52, 55], "knowledg": [9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 27, 38], "base": [9, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 39, 40, 41, 42, 43, 44, 46, 47, 48, 50, 51, 52, 55, 57, 63], "expert": [9, 10, 11, 12, 13, 14, 15, 16, 17, 19], "warn": [9, 11, 15, 16, 19, 20, 23, 24, 27, 28, 29, 32, 33, 34, 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46, 47, 50, 52, 54, 55, 60, 61, 62, 64, 66, 67, 68], "charg": [9, 10, 15, 29, 44, 46, 47, 50, 52], "transfer": [9, 10, 21, 28, 29, 44, 52], "effici": [9, 10, 13, 29, 52, 55], "cte": [9, 14, 16, 31, 32, 33, 44, 48, 51, 67], "oscntab": [9, 50], "subtract": [9, 11, 14, 15, 16, 18, 20, 24, 26, 29, 31, 32, 33, 36, 40, 44, 45, 47, 48, 50, 52, 61, 63], "bia": [9, 10, 14, 31, 40, 44, 46, 47], "prescan": [9, 10], "column": [9, 10, 11, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 28, 29, 31, 33, 41, 44, 45, 46, 47, 55, 58, 63], "acs_pixel_area_map": 9, "pixel": [9, 11, 14, 15, 16, 20, 22, 23, 24, 26, 28, 29, 31, 33, 34, 35, 36, 37, 41, 43, 44, 45, 48, 50, 51, 55, 62, 63, 66, 67], "area": [9, 14, 15, 17, 19, 21, 28, 32, 33, 39, 44, 48, 52, 66, 67], "map": [9, 11, 14, 15, 20, 21, 24, 29, 31, 36, 41, 44, 47, 48, 52, 63, 66, 67], "pam": [9, 12, 15, 66], "account": [9, 10, 12, 16, 21, 29, 34, 36, 67], "geometr": [9, 12, 14, 20, 22, 29, 31, 47, 50, 52], "distort": [9, 10, 11, 12, 14, 15, 16, 20, 29, 31, 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52, 59, 63, 64], "though": [10, 11, 18, 29, 31, 35, 36, 37, 47], "convers": [10, 20, 32, 33, 36, 48, 50, 56, 57, 63], "unnecessari": 10, "divid": [10, 11, 12, 20, 21, 23, 41, 43, 47, 50, 52], "replac": [10, 11, 12, 13, 14, 15, 16, 17, 20, 23, 27, 30, 31, 37, 40, 43, 44, 47, 56, 57, 63, 64], "synth_ctefmod_rn_blc_tmp": 10, "synth_ctefmod": 10, "synth_ctefmod_rn_flt": 10, "synth_ctefmod_flc": 10, "synth_ctefmod_rn_flc": 10, "jenna": 10, "ryon": 10, "On": [10, 11, 14, 18, 20, 21, 22, 23, 24, 26, 27, 28, 36, 41, 42, 43, 45, 46, 47, 55, 63], "2022": [10, 11, 27, 31, 35, 44, 46, 48, 52, 55], "proceed": [11, 12, 13, 14, 15, 16, 17, 29], "astroconda": [11, 12, 13, 14, 15, 16, 17, 18, 22, 23, 24, 27, 29, 30, 31, 40, 51, 52], "unsupport": [11, 12, 13, 14, 15, 16, 17, 39, 44], "februari": [11, 12, 13, 14, 15, 16, 17, 52], "2023": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 26, 28, 32, 33, 35, 36, 37, 39, 41, 42, 43, 45, 46, 47, 50, 52, 55, 63], "08": [11, 29, 32, 34, 35, 36, 39, 46, 47, 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