From 43a09f11549eb43df5522808d1a15c1c57719c1d Mon Sep 17 00:00:00 2001 From: "dr.hualinxiao@gmail.com" Date: Thu, 7 Sep 2023 11:39:06 +0200 Subject: [PATCH] updated tutorial --- examples/tutorial.ipynb | 994 +++++++++++++++++++++++++++++++++++++++- 1 file changed, 989 insertions(+), 5 deletions(-) diff --git a/examples/tutorial.ipynb b/examples/tutorial.ipynb index 9376a80..baa11b7 100644 --- a/examples/tutorial.ipynb +++ b/examples/tutorial.ipynb @@ -107,7 +107,7 @@ "id": "hollow-millennium", "metadata": { "id": "hollow-millennium", - "scrolled": true + "scrolled": false }, "outputs": [], "source": [ @@ -12791,7 +12791,7 @@ { "data": { "text/html": [ - "" + "" ], "text/plain": [ "" @@ -17600,13 +17600,997 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 60, "id": "9875d20c", "metadata": { "scrolled": true }, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "[{'_id': 25297,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.280604279984225,\n", + " 'L0': 157.64103628972057,\n", + " 'roll': -7.664006436857231,\n", + " 'rsun': 1009.553975529081,\n", + " 'dsun': 142140982740.7491,\n", + " 'solo_sun_r': 0.9501551777228562,\n", + " 'sun_center': [524.8950147411449, -9.802465535821863],\n", + " 'solo_hee': [[-130531972.55720493, 55333955.188260004, 10182133.48917842]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T04:18:11.461',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T04:17:18.831 and 2023-07-16T04:18:22.832'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689480989.1008,\n", + " 'end_unix': 1689481193.822627,\n", + " 'duration': 204.72182703018188,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T04:16:29.100800', '2023-07-16T04:19:53.822627'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745099}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.9472858431401,\n", + " 'flare_solo_lt': 476.1115985307221,\n", + " 'owlt': 961.135201190471,\n", + " 'dt': 28.835687312417974,\n", + " 'flare_solo_r': 0.954122312957723,\n", + " 'dt_solar_center': 33.09454544033974,\n", + " 'flare_utc': '2023-07-16T04:16:22.146',\n", + " 'theta_flare_norm_earth_deg': 10.85317083197071,\n", + " 'theta_flare_norm_solo_deg': 148.61700752190433,\n", + " 'earth_sun_ltime': 507.2265706457874,\n", + " 'sun_solo_ltime': 474.13202520544763,\n", + " 'flare_x': 77.40470587987033,\n", + " 'flare_y': 159.9423467206681},\n", + " 'ospex_meta': {'params': [0.30091592669487,\n", + " 0.9713293313980103,\n", + " 1.0,\n", + " 0.4619239866733551,\n", + " 11.818252563476562,\n", + " 1000000.0,\n", + " 6.0,\n", + " 15.011786460876465,\n", + " 32000.0],\n", + " 'sigmas': [0.0533798485994339,\n", + " 0.022821739315986633,\n", + " 0.0,\n", + " 0.15970875322818756,\n", + " 1.3679856061935425,\n", + " 0.0,\n", + " 0.0,\n", + " 0.7309687733650208,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041629-20230716T041953_673_aspect.png',\n", + " 'title': 'STIX pointing information'}}},\n", + " {'_id': 25298,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.280373467451418,\n", + " 'L0': 157.64049936005136,\n", + " 'roll': -7.66383135357435,\n", + " 'rsun': 1009.5569042363676,\n", + " 'dsun': 142140573277.7929,\n", + " 'solo_sun_r': 0.950152425452252,\n", + " 'sun_center': [533.792954314614, -7.481835446711685],\n", + " 'solo_hee': [[-130531091.911719, 55334989.0858866, 10182056.64585606]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T04:21:36.183',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T04:21:34.822 and 2023-07-16T04:22:38.822'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689481193.822627,\n", + " 'end_unix': 1689481398.544453,\n", + " 'duration': 204.721825838089,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T04:19:53.822627', '2023-07-16T04:23:18.544453'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745148}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.9577983489295,\n", + " 'flare_solo_lt': 476.0668987525914,\n", + " 'owlt': 961.1329332522017,\n", + " 'dt': 28.8908995963381,\n", + " 'flare_solo_r': 0.9540327351028032,\n", + " 'dt_solar_center': 33.095854587205395,\n", + " 'flare_utc': '2023-07-16T04:19:44.846',\n", + " 'theta_flare_norm_earth_deg': 12.166726502797706,\n", + " 'theta_flare_norm_solo_deg': 146.62710699512033,\n", + " 'earth_sun_ltime': 507.22651516610955,\n", + " 'sun_solo_ltime': 474.13066057890416,\n", + " 'flare_x': 112.61100501062835,\n", + " 'flare_y': 163.93561823382274},\n", + " 'ospex_meta': {'params': [0.09761262685060501,\n", + " 1.6151881217956543,\n", + " 1.0,\n", + " 3.5014634132385254,\n", + " 7.884919166564941,\n", + " 1000000.0,\n", + " 6.0,\n", + " 19.267074584960938,\n", + " 32000.0],\n", + " 'sigmas': [0.012634027749300003,\n", + " 0.05513399839401245,\n", + " 0.0,\n", + " 0.799772322177887,\n", + " 0.15583133697509766,\n", + " 0.0,\n", + " 0.0,\n", + " 0.7034568190574646,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T041953-20230716T042318_981_aspect.png',\n", + " 'title': 'STIX pointing information'}}},\n", + " {'_id': 25299,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.2801424403789796,\n", + " 'L0': 157.63996246240703,\n", + " 'roll': -7.664067478737664,\n", + " 'rsun': 1009.5598938041294,\n", + " 'dsun': 142140163839.25885,\n", + " 'solo_sun_r': 0.9501496587169765,\n", + " 'sun_center': [510.0199206331968, -10.969126474177859],\n", + " 'solo_hee': [[-130530206.81723595, 55336027.96232593, 10181979.40621332]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T04:25:00.905',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T04:24:46.822 and 2023-07-16T04:25:50.832'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689481398.544453,\n", + " 'end_unix': 1689481603.26628,\n", + " 'duration': 204.72182703018188,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T04:23:18.544453', '2023-07-16T04:26:43.266280'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745171}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.9540411352234,\n", + " 'flare_solo_lt': 476.0844982024245,\n", + " 'owlt': 961.1306894549793,\n", + " 'dt': 28.86954293279888,\n", + " 'flare_solo_r': 0.954068004203227,\n", + " 'dt_solar_center': 33.09714997742657,\n", + " 'flare_utc': '2023-07-16T04:23:05.346',\n", + " 'theta_flare_norm_earth_deg': 11.72308197213583,\n", + " 'theta_flare_norm_solo_deg': 147.48392457933724,\n", + " 'earth_sun_ltime': 507.2264602725195,\n", + " 'sun_solo_ltime': 474.1293102950929,\n", + " 'flare_x': 95.03837382045975,\n", + " 'flare_y': 166.52735980737364},\n", + " 'ospex_meta': {'params': [0.4749823808670044,\n", + " 1.8398067951202393,\n", + " 1.0,\n", + " 5.294351577758789,\n", + " 5.292489528656006,\n", + " 1000000.0,\n", + " 6.0,\n", + " 19.088947296142578,\n", + " 32000.0],\n", + " 'sigmas': [0.04179069772362709,\n", + " 0.049639806151390076,\n", + " 0.0,\n", + " 6.396363735198975,\n", + " 0.061900947242975235,\n", + " 0.0,\n", + " 0.0,\n", + " 5.218456745147705,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T042318-20230716T042643_139_aspect.png',\n", + " 'title': 'STIX pointing information'}}},\n", + " {'_id': 25301,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.279680709552883,\n", + " 'L0': 157.63887341725595,\n", + " 'roll': -7.664210866790245,\n", + " 'rsun': 1009.5657508206494,\n", + " 'dsun': 142139328968.99823,\n", + " 'solo_sun_r': 0.9501441358279902,\n", + " 'sun_center': [522.4008916987036, -9.11077209094358],\n", + " 'solo_hee': [[-130528440.55014983, 55338100.379961215, 10181825.244890213]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T04:31:50.349',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T04:31:10.833 and 2023-07-16T04:32:14.833'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689481807.988107,\n", + " 'end_unix': 1689482012.709933,\n", + " 'duration': 204.72182607650757,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T04:30:07.988107', '2023-07-16T04:33:32.709933'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745218}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.95898135883266,\n", + " 'flare_solo_lt': 476.0649849457283,\n", + " 'owlt': 961.1259877034638,\n", + " 'dt': 28.893996413104333,\n", + " 'flare_solo_r': 0.9540288998552765,\n", + " 'dt_solar_center': 33.0998649706583,\n", + " 'flare_utc': '2023-07-16T04:30:05.346',\n", + " 'theta_flare_norm_earth_deg': 12.324921821126122,\n", + " 'theta_flare_norm_solo_deg': 146.72855966727715,\n", + " 'earth_sun_ltime': 507.2263452316793,\n", + " 'sun_solo_ltime': 474.126480261021,\n", + " 'flare_x': 106.81386519851834,\n", + " 'flare_y': 170.78133399983878},\n", + " 'ospex_meta': {'params': [8.28928279876709,\n", + " 2.474942684173584,\n", + " 1.0,\n", + " 4.9760212898254395,\n", + " 4.657567977905273,\n", + " 1000000.0,\n", + " 6.0,\n", + " 27.676034927368164,\n", + " 32000.0],\n", + " 'sigmas': [0.5187535285949707,\n", + " 0.03631417453289032,\n", + " 0.0,\n", + " 19.95059585571289,\n", + " 0.05369812250137329,\n", + " 0.0,\n", + " 0.0,\n", + " 30.10234260559082,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043007-20230716T043332_752_aspect.png',\n", + " 'title': 'STIX pointing information'}}},\n", + " {'_id': 25302,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.279449865960073,\n", + " 'L0': 157.63833651383675,\n", + " 'roll': -7.664294694341413,\n", + " 'rsun': 1009.5686793847541,\n", + " 'dsun': 142138919526.06027,\n", + " 'solo_sun_r': 0.9501413661708737,\n", + " 'sun_center': [508.87137744468214, -11.145794722329686],\n", + " 'solo_hee': [[-130527555.05905494, 55339138.9881703, 10181747.946287192]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T04:35:15.070',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T04:34:22.833 and 2023-07-16T04:35:26.833'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689482012.709933,\n", + " 'end_unix': 1689482217.43176,\n", + " 'duration': 204.72182703018188,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T04:33:32.709933', '2023-07-16T04:36:57.431760'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745239}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.9553987048642,\n", + " 'flare_solo_lt': 476.0803495702463,\n", + " 'owlt': 961.1237480471946,\n", + " 'dt': 28.875049134617882,\n", + " 'flare_solo_r': 0.9540596903907896,\n", + " 'dt_solar_center': 33.10115851812128,\n", + " 'flare_utc': '2023-07-16T04:33:25.346',\n", + " 'theta_flare_norm_earth_deg': 11.908084753275075,\n", + " 'theta_flare_norm_solo_deg': 147.48528636600696,\n", + " 'earth_sun_ltime': 507.2262904256923,\n", + " 'sun_solo_ltime': 474.125131907571,\n", + " 'flare_x': 91.99381553856838,\n", + " 'flare_y': 171.62001570435743},\n", + " 'ospex_meta': {'params': [9.832564353942871,\n", + " 2.2458527088165283,\n", + " 1.0,\n", + " 2.111478805541992,\n", + " 4.567692279815674,\n", + " 1000000.0,\n", + " 6.0,\n", + " 26.38987159729004,\n", + " 32000.0],\n", + " 'sigmas': [0.559897780418396,\n", + " 0.02606889046728611,\n", + " 0.0,\n", + " 13.732556343078613,\n", + " 0.06090168654918671,\n", + " 0.0,\n", + " 0.0,\n", + " 47.88412857055664,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043332-20230716T043657_235_aspect.png',\n", + " 'title': 'STIX pointing information'}}},\n", + " {'_id': 25303,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.2792190223672395,\n", + " 'L0': 157.6377996104175,\n", + " 'roll': -7.664386646968341,\n", + " 'rsun': 1009.5716079488592,\n", + " 'dsun': 142138509843.51257,\n", + " 'solo_sun_r': 0.9501385955382199,\n", + " 'sun_center': [533.8421438262928, -7.401514045678926],\n", + " 'solo_hee': [[-130526669.43555206, 55340177.50679927, 10181670.62799877]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T04:38:39.792',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T04:38:38.834 and 2023-07-16T04:39:42.834'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689482217.43176,\n", + " 'end_unix': 1689482422.153587,\n", + " 'duration': 204.72182703018188,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T04:36:57.431760', '2023-07-16T04:40:22.153587'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745260}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.9623826824978,\n", + " 'flare_solo_lt': 476.0492304983325,\n", + " 'owlt': 961.1215079219187,\n", + " 'dt': 28.913152184165256,\n", + " 'flare_solo_r': 0.9539973281190806,\n", + " 'dt_solar_center': 33.102452513031494,\n", + " 'flare_utc': '2023-07-16T04:36:45.346',\n", + " 'theta_flare_norm_earth_deg': 12.726414482484632,\n", + " 'theta_flare_norm_solo_deg': 146.14778043499132,\n", + " 'earth_sun_ltime': 507.22623560381123,\n", + " 'sun_solo_ltime': 474.12378309077974,\n", + " 'flare_x': 117.1529102678041,\n", + " 'flare_y': 171.73521595795725},\n", + " 'ospex_meta': {'params': [7.635393142700195,\n", + " 2.1356923580169678,\n", + " 1.0,\n", + " 0.998935878276825,\n", + " 4.471136093139648,\n", + " 1000000.0,\n", + " 6.0,\n", + " 25.097028732299805,\n", + " 32000.0],\n", + " 'sigmas': [0.4043891131877899,\n", + " 0.02168305218219757,\n", + " 0.0,\n", + " 10.301037788391113,\n", + " 0.07947278022766113,\n", + " 0.0,\n", + " 0.0,\n", + " 74.2677230834961,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T043657-20230716T044022_15_aspect.png',\n", + " 'title': 'STIX pointing information'}}},\n", + " {'_id': 25304,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.2789881110517007,\n", + " 'L0': 157.6372625496491,\n", + " 'roll': -7.6643989043325345,\n", + " 'rsun': 1009.5745373712322,\n", + " 'dsun': 142138084520.1897,\n", + " 'solo_sun_r': 0.9501358239300216,\n", + " 'sun_center': [518.5858379754328, -10.705735855067097],\n", + " 'solo_hee': [[-130525783.67964531, 55341215.93583734, 10181593.290024854]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T04:42:04.514',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T04:41:50.774 and 2023-07-16T04:42:54.774'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689482422.153587,\n", + " 'end_unix': 1689482626.875413,\n", + " 'duration': 204.721825838089,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T04:40:22.153587', '2023-07-16T04:43:46.875413'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745279}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.9567251590725,\n", + " 'flare_solo_lt': 476.0690019995053,\n", + " 'owlt': 961.1192673276407,\n", + " 'dt': 28.8877231595672,\n", + " 'flare_solo_r': 0.9540369499860709,\n", + " 'dt_solar_center': 33.10374695539247,\n", + " 'flare_utc': '2023-07-16T04:40:05.346',\n", + " 'theta_flare_norm_earth_deg': 12.079480941496248,\n", + " 'theta_flare_norm_solo_deg': 147.09173274693464,\n", + " 'earth_sun_ltime': 507.2261807660364,\n", + " 'sun_solo_ltime': 474.12243381064394,\n", + " 'flare_x': 100.33791400598486,\n", + " 'flare_y': 170.09295564236322},\n", + " 'ospex_meta': {'params': [9.287124633789062,\n", + " 1.8673079013824463,\n", + " 1.0,\n", + " 2.7716970443725586,\n", + " 7.0261759757995605,\n", + " 1000000.0,\n", + " 6.0,\n", + " 23.946823120117188,\n", + " 32000.0],\n", + " 'sigmas': [0.7853718996047974,\n", + " 0.02919134870171547,\n", + " 0.0,\n", + " 8.279781341552734,\n", + " 0.25261393189430237,\n", + " 0.0,\n", + " 0.0,\n", + " 11.426301002502441,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044022-20230716T044346_23_aspect.png',\n", + " 'title': 'STIX pointing information'}}},\n", + " {'_id': 25305,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.2787572674587957,\n", + " 'L0': 157.63672564622968,\n", + " 'roll': -7.664487430705801,\n", + " 'rsun': 1009.5775269704943,\n", + " 'dsun': 142137675077.2516,\n", + " 'solo_sun_r': 0.9501330648734457,\n", + " 'sun_center': [516.0075018903017, -10.082604855946816],\n", + " 'solo_hee': [[-130524902.11306895, 55342249.21041849, 10181516.309767738]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T04:45:29.236',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T04:45:02.774 and 2023-07-16T04:46:06.775'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689482626.875413,\n", + " 'end_unix': 1689482831.59724,\n", + " 'duration': 204.72182703018188,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T04:43:46.875413', '2023-07-16T04:47:11.597240'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745310}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.9563707788553,\n", + " 'flare_solo_lt': 476.06946682059095,\n", + " 'owlt': 961.1168021322483,\n", + " 'dt': 28.886903958264327,\n", + " 'flare_solo_r': 0.9540378814823225,\n", + " 'dt_solar_center': 33.10517135879405,\n", + " 'flare_utc': '2023-07-16T04:43:45.346',\n", + " 'theta_flare_norm_earth_deg': 12.044583754301009,\n", + " 'theta_flare_norm_solo_deg': 147.1800732607023,\n", + " 'earth_sun_ltime': 507.2261204261261,\n", + " 'sun_solo_ltime': 474.12094906733205,\n", + " 'flare_x': 98.3671315797309,\n", + " 'flare_y': 170.59174018994946},\n", + " 'ospex_meta': {'params': [841600.625,\n", + " 0.5057226419448853,\n", + " 1.0,\n", + " 2409.6630859375,\n", + " 11.614090919494629,\n", + " 1000000.0,\n", + " 6.0,\n", + " 14.425949096679688,\n", + " 32000.0],\n", + " 'sigmas': [624076.5,\n", + " 0.02415107749402523,\n", + " 0.0,\n", + " 214.97840881347656,\n", + " 0.07365818321704865,\n", + " 0.0,\n", + " 0.0,\n", + " 0.15615859627723694,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T044346-20230716T044711_720_aspect.png',\n", + " 'title': 'STIX pointing information'}}},\n", + " {'_id': 25308,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.278064520825395,\n", + " 'L0': 157.63509972960804,\n", + " 'roll': -7.664714781637935,\n", + " 'rsun': 1009.5863129545817,\n", + " 'dsun': 142136430788.41708,\n", + " 'solo_sun_r': 0.9501247412831869,\n", + " 'sun_center': [534.2494459597785, -7.3695913832317075],\n", + " 'solo_hee': [[-130522243.65575919, 55345363.69229371, 10181284.118964896]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T04:55:43.401',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T04:55:42.796 and 2023-07-16T04:56:46.796'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689483241.040893,\n", + " 'end_unix': 1689483445.76272,\n", + " 'duration': 204.72182703018188,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T04:54:01.040893', '2023-07-16T04:57:25.762720'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745378}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.96271342422557,\n", + " 'flare_solo_lt': 476.0394273194301,\n", + " 'owlt': 961.1100333754755,\n", + " 'dt': 28.923286104795466,\n", + " 'flare_solo_r': 0.9539776826583154,\n", + " 'dt_solar_center': 33.10908348077413,\n", + " 'flare_utc': '2023-07-16T04:53:49.146',\n", + " 'theta_flare_norm_earth_deg': 12.795088236186166,\n", + " 'theta_flare_norm_solo_deg': 146.0203599608216,\n", + " 'earth_sun_ltime': 507.22595472167205,\n", + " 'sun_solo_ltime': 474.1168712408979,\n", + " 'flare_x': 119.74673788929363,\n", + " 'flare_y': 171.2846612141239},\n", + " 'ospex_meta': {'params': [2.859372854232788,\n", + " 1.7443276643753052,\n", + " 1.0,\n", + " 1.700044870376587,\n", + " 5.992968559265137,\n", + " 1000000.0,\n", + " 6.0,\n", + " 20.85833740234375,\n", + " 32000.0],\n", + " 'sigmas': [0.15523479878902435,\n", + " 0.02166207879781723,\n", + " 0.0,\n", + " 5.999390602111816,\n", + " 0.15038783848285675,\n", + " 0.0,\n", + " 0.0,\n", + " 14.397466659545898,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045401-20230716T045725_627_aspect.png',\n", + " 'title': 'STIX pointing information'}}},\n", + " {'_id': 25309,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.2778336772319543,\n", + " 'L0': 157.63456282618736,\n", + " 'roll': -7.664758536070416,\n", + " 'rsun': 1009.5893019761229,\n", + " 'dsun': 142136021345.478,\n", + " 'solo_sun_r': 0.9501219783481674,\n", + " 'sun_center': [531.8534197029157, -7.996177159208562],\n", + " 'solo_hee': [[-130521361.5628704, 55346396.610526055, 10181207.060445525]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T04:59:08.123',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T04:58:54.796 and 2023-07-16T04:59:58.796'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689483445.76272,\n", + " 'end_unix': 1689483650.484547,\n", + " 'duration': 204.7218267917633,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T04:57:25.762720', '2023-07-16T05:00:50.484547'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745399}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.96273142408705,\n", + " 'flare_solo_lt': 476.03875406999185,\n", + " 'owlt': 961.1077903804877,\n", + " 'dt': 28.9239773540952,\n", + " 'flare_solo_r': 0.9539763334739788,\n", + " 'dt_solar_center': 33.11038021364709,\n", + " 'flare_utc': '2023-07-16T04:57:09.146',\n", + " 'theta_flare_norm_earth_deg': 12.803251485015078,\n", + " 'theta_flare_norm_solo_deg': 146.05021982266234,\n", + " 'earth_sun_ltime': 507.2258998025316,\n", + " 'sun_solo_ltime': 474.1155195888845,\n", + " 'flare_x': 118.66875521251394,\n", + " 'flare_y': 172.1925427759814},\n", + " 'ospex_meta': {'params': [2.3183846473693848,\n", + " 1.698946237564087,\n", + " 1.0,\n", + " 0.9130218029022217,\n", + " 5.40061092376709,\n", + " 1000000.0,\n", + " 6.0,\n", + " 19.00720977783203,\n", + " 32000.0],\n", + " 'sigmas': [0.11134583503007889,\n", + " 0.016138937324285507,\n", + " 0.0,\n", + " 3.238894462585449,\n", + " 0.1916930079460144,\n", + " 0.0,\n", + " 0.0,\n", + " 14.946212768554688,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T045725-20230716T050050_789_aspect.png',\n", + " 'title': 'STIX pointing information'}}},\n", + " {'_id': 25310,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.277602833639857,\n", + " 'L0': 157.6340259227698,\n", + " 'roll': -7.664858482889307,\n", + " 'rsun': 1009.5922305402186,\n", + " 'dsun': 142135595902.54132,\n", + " 'solo_sun_r': 0.9501192008961654,\n", + " 'sun_center': [515.7666307959497, -10.131659316827978],\n", + " 'solo_hee': [[-130520475.01394792, 55347434.502639376, 10181129.604550771]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T05:02:32.845',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T05:02:06.796 and 2023-07-16T05:03:10.796'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689483650.484547,\n", + " 'end_unix': 1689483855.206373,\n", + " 'duration': 204.72182607650757,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T05:00:50.484547', '2023-07-16T05:04:15.206373'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745421}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.95789863823046,\n", + " 'flare_solo_lt': 476.05682192148413,\n", + " 'owlt': 961.1053225443512,\n", + " 'dt': 28.90107671674633,\n", + " 'flare_solo_r': 0.9540125412460835,\n", + " 'dt_solar_center': 33.11180713662088,\n", + " 'flare_utc': '2023-07-16T05:00:49.146',\n", + " 'theta_flare_norm_earth_deg': 12.257717190840015,\n", + " 'theta_flare_norm_solo_deg': 146.92111471635104,\n", + " 'earth_sun_ltime': 507.22583937311765,\n", + " 'sun_solo_ltime': 474.11403223649677,\n", + " 'flare_x': 102.21495738722821,\n", + " 'flare_y': 172.31689745406277},\n", + " 'ospex_meta': {'params': [1.9805057048797607,\n", + " 1.659435510635376,\n", + " 1.0,\n", + " 0.343486487865448,\n", + " 4.962827682495117,\n", + " 1000000.0,\n", + " 6.0,\n", + " 20.901029586791992,\n", + " 32000.0],\n", + " 'sigmas': [0.11092130839824677,\n", + " 0.019600659608840942,\n", + " 0.0,\n", + " 2.560114860534668,\n", + " 0.18822762370109558,\n", + " 0.0,\n", + " 0.0,\n", + " 38.774234771728516,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050050-20230716T050415_7_aspect.png',\n", + " 'title': 'STIX pointing information'}}},\n", + " {'_id': 25311,\n", + " 'filename': 'solo_L1_stix-sci-xray-cpd_20230716T041218-20230716T054934_V01_2307161479-59082.fits',\n", + " 'task_id': 'c654bc283d',\n", + " 'bsd_id': 23844,\n", + " 'signal_data_type': 'PixelData',\n", + " 'unique_id': 2307161479,\n", + " 'num_idl_calls': 1,\n", + " 'run_type': 'manual',\n", + " 'aux': {'B0': 2.2773717516285283,\n", + " 'L0': 157.63348901935078,\n", + " 'roll': -7.664918922770961,\n", + " 'rsun': 1009.5951591043225,\n", + " 'dsun': 142135186459.60345,\n", + " 'solo_sun_r': 0.9501164224686004,\n", + " 'sun_center': [515.3614037009063, -10.193670530047399],\n", + " 'solo_hee': [[-130519588.3326602, 55348472.30507719, 10181052.128970593]],\n", + " 'data_source_file': 'solo_L2_stix-aux-ephemeris_20230716_V01.fits',\n", + " 'data_source_type': 'Aspect',\n", + " 'utc': '2023-07-16T05:05:57.567',\n", + " 'comments': 'Interpolation of two measurements at 2023-07-16T05:05:18.797 and 2023-07-16T05:06:22.797'},\n", + " 'background': {'filename': 'solo_L1_stix-sci-xray-cpd_20230706T210004-20230706T215004_V01_2307067331-59092.fits',\n", + " 'fits_id': 307653,\n", + " 'unique_id': 2307067331},\n", + " 'start_unix': 1689483855.206373,\n", + " 'end_unix': 1689484059.9282,\n", + " 'duration': 204.72182703018188,\n", + " 'energy_range': [0.0, 50.0],\n", + " 'utc_range': ['2023-07-16T05:04:15.206373', '2023-07-16T05:07:39.928200'],\n", + " 'total_counts': 1000000000.0,\n", + " 'fits': {'image_bp': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_bp_map.fits',\n", + " 'image_fwdfit': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_vis_fwdfit_map.fits',\n", + " 'image_em': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_em_map.fits',\n", + " 'image_clean': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_clean_map.fits',\n", + " 'image_full_disk': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_full_disk_bp_map.fits',\n", + " 'ospex_results': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_ospex_results.fits'},\n", + " 'creation_time': [{'$date': 1692370745444}],\n", + " 'flare_ephemeris': {'flare_earth_lt': 504.9575662331392,\n", + " 'flare_solo_lt': 476.05664271307336,\n", + " 'owlt': 961.1030785645547,\n", + " 'dt': 28.900923520065817,\n", + " 'flare_solo_r': 0.9540121821144347,\n", + " 'dt_solar_center': 33.11310480915495,\n", + " 'flare_utc': '2023-07-16T05:04:09.146',\n", + " 'theta_flare_norm_earth_deg': 12.22526427700854,\n", + " 'theta_flare_norm_solo_deg': 146.97401733317716,\n", + " 'earth_sun_ltime': 507.22578442059614,\n", + " 'sun_solo_ltime': 474.1126796114412,\n", + " 'flare_x': 101.2162418565961,\n", + " 'flare_y': 172.29989453421538},\n", + " 'ospex_meta': {'params': [1.6034319400787354,\n", + " 1.6654034852981567,\n", + " 1.0,\n", + " 0.35600489377975464,\n", + " 5.645942687988281,\n", + " 1000000.0,\n", + " 6.0,\n", + " 21.42852783203125,\n", + " 32000.0],\n", + " 'sigmas': [0.0981961190700531,\n", + " 0.02150006592273712,\n", + " 0.0,\n", + " 1.7854928970336914,\n", + " 0.25957855582237244,\n", + " 0.0,\n", + " 0.0,\n", + " 22.653779983520508,\n", + " 0.0]},\n", + " 'report': {'ospex': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_ospex.png',\n", + " 'title': 'Spectral fitting result'},\n", + " 'A_lc_and_spec': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_lc_and_spec.png',\n", + " 'title': 'Light curves and spectrogram'},\n", + " 'B_image_Back-projection': {'title': 'Back-projection map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_Back-projection.png'},\n", + " 'B_image_CLEAN': {'title': 'CLEAN map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_CLEAN.png'},\n", + " 'B_image_MEM': {'title': 'MEM map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_MEM.png'},\n", + " 'B_image_VIS_FWDFIT': {'title': 'VIS_FWDFIT map',\n", + " 'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_VIS_FWDFIT.png'},\n", + " 'C_aspect': {'filename': 'stix_sci_preview_23844_uid_2307161479_0.0-50.0keV_20230716T050415-20230716T050739_689_aspect.png',\n", + " 'title': 'STIX pointing information'}}}]" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "im2.data" + ] }, { "cell_type": "code",