Changes for page DEMO - Working with FLASH data
Last modified by makuadm on 2026-01-07 06:21
From version 21.1
edited by cpassow
on 2022-04-05 14:40
on 2022-04-05 14:40
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To version 47.1
edited by makuadm
on 2026-01-07 00:33
on 2026-01-07 00:33
Change comment:
Task [xwiki:FLASHUSER.Offline data analysis (DAQ).DEMO - Working with FLASH data.Tasks.Task_32.WebHome] has been updated!
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... ... @@ -1,56 +1,132 @@ 1 -test 1 +Experimental data is recorded as HDF files[[~[link~]>>doc:FS-FLASH USER tmp.Data Acquisition and controls 1.DAQ and controls overview.Offline data analysis (DAQ).The FLASH HDF5 structure.WebHome]] on the GPFS file system[[~[link~]>>https://docs.desy.de/asap3/]]. The access rights are linked to the user's DESY account and can be managed by the PI via the GAMMA portal[[~[link~]>>url:https://gamma-portal.desy.de/||shape="rect"]]. The experimental data can be downloaded via the GAMMA portal, but it is advised to use the DESY computing infrastructure. Access point are via ssh, Maxwell-Display Server[[~[link~]>>url:https://confluence.desy.de/display/MXW/Maxwell+Cluster||shape="rect"]] or JuyterHub[[~[link~]>>url:https://confluence.desy.de/display/MXW/JupyterHub+on+Maxwell||shape="rect"]]. We recommend using the JupyterHub for data exploration and the SLURM resources for high performances computing - see FAB for easy usage of the infrastructure. 2 2 3 +{{info title="How to login JupyterHub"}} 4 +=== === 5 + 6 +{{view-file att--filename="tmp.mp4" height="150"/}} 7 +{{/info}} 8 + 9 +{{info}} 10 +=== There are different options that help you to work with the FLASH HDF5 data in Python === 11 + 12 +* The currently developed option for large data sets: [[the FAB package>>url:https://hasfcpkg.desy.de/fab/fab.html||shape="rect"]] ... see below 13 +* and for smaller projects: (% class="Object" %)[[https:~~/~~/gitlab.desy.de/christopher.passow/flash-daq-hdf>>url:https://gitlab.desy.de/christopher.passow/flash-daq-hdf||shape="rect"]] 14 + 15 +(% class="Object" %)See also the collection of Demo data and sample scripts : [[doc:FS-FLASH USER tmp.Data Acquisition and controls 1.DAQ and controls overview.Offline data analysis (DAQ).Collection of HDF5 sample data from different beamlines.WebHome]] 16 +{{/info}} 17 + 18 + 19 +[[~[~[image:attach:image2023-9-29_11-1-37.png~]~]>>url:https://hasfcpkg.desy.de/fab/fab.html||shape="rect"]] 20 + 21 +{{expand title="older ideas ..."}} 22 +(% class="Object" %)(object oriented) [[https:~~/~~/gitlab.desy.de/christopher.passow/fdh-builder>>url:https://gitlab.desy.de/christopher.passow/fdh-builder.git||shape="rect"]] 23 + 3 3 ---- 4 4 5 5 === TODO === 6 6 7 -(% style="list-style-type: square;" %) 8 -* Short descriptions including Links: → as Text\\ 9 -(% style="list-style-type: square;" %) 10 -** GPFS 11 -** JupyterHub 12 -** conda ? 28 +(% class="task-list" %) 29 +((( 30 +{{task reference="/Tasks/Task_18" status="InProgress" completeDate="" createDate="2026-01-06" reporter=""}} 31 +Short descriptions including Links: → as Text 32 +\\ 33 +{{/task}} 34 +))) 13 13 14 -\\ 15 15 16 -* distribution 17 -** channel (where to host?) 18 -** environment file (repository with examples) 37 +(% class="task-list" %) 38 +((( 39 +{{task reference="/Tasks/Task_22" status="InProgress"}} 40 +distribution 19 19 20 -\\ 42 +(% class="task-list" %) 43 +((( 44 + 21 21 22 -(% style="list-style-type: square;" %) 23 -* Documentation 24 -(% style="list-style-type: square;" %) 25 -** here VS repository vs sphinx 46 +{{task reference="/Tasks/Task_23" status="InProgress" completeDate="" createDate="2026-01-06" reporter=""}} 47 +channel (where to host?) 48 +{{/task}} 26 26 27 -\\ 50 +{{task reference="/Tasks/Task_24" status="InProgress"}} 51 +environment file (repository with examples) 52 +{{/task}} 53 +))) 54 +{{/task}} 55 +))) 28 28 29 -(% style="list-style-type: square;" %) 30 -* Binder 31 -(% style="list-style-type: square;" %) 32 -** examples with Stefan 33 33 34 -\\ 58 +(% class="task-list" %) 59 +((( 60 +{{task reference="/Tasks/Task_25" status="InProgress"}} 61 +Documentation 35 35 36 -(% style="list-style-type: square;" %) 37 -* Screencast 38 -(% style="list-style-type: square;" %) 39 -** login in jupyter hub 40 -** login maxwell display 41 -** use slix 42 -** use hdfview plugin in jupterLab 43 -** create conda env with flashh5 63 +(% class="task-list" %) 64 +((( 65 + 44 44 45 -\\ 67 +{{task reference="/Tasks/Task_26" status="InProgress"}} 68 +here VS repository VS sphinx 69 +{{/task}} 70 +))) 71 +{{/task}} 72 +))) 46 46 47 -\\ 48 48 75 +(% class="task-list" %) 76 +((( 77 +{{task reference="/Tasks/Task_27" status="InProgress"}} 78 +Binder 79 + 80 +(% class="task-list" %) 81 +((( 82 + 83 + 84 +{{task reference="/Tasks/Task_28" status="InProgress"}} 85 +examples with Stefan 86 +{{/task}} 87 +))) 88 +{{/task}} 89 +))) 90 + 91 + 92 +(% class="task-list" %) 93 +((( 94 +{{task reference="/Tasks/Task_29" status="InProgress"}} 95 +Screencast 96 + 97 +(% class="task-list" %) 98 +((( 99 + 100 + 101 +{{task reference="/Tasks/Task_30" status="InProgress"}} 102 +login in jupyter hub 103 +{{/task}} 104 + 105 +{{task reference="/Tasks/Task_31" status="InProgress"}} 106 +login maxwell display 107 +{{/task}} 108 + 109 +{{task reference="/Tasks/Task_32" status="InProgress" completeDate="" createDate="2026-01-07" reporter=""}} 110 +use slix 111 +{{/task}} 112 + 113 +{{task reference="/Tasks/Task_33" status="InProgress" completeDate="" createDate="2026-01-06" reporter=""}} 114 +use hdfview plugin in jupterLab 115 +{{/task}} 116 + 117 +{{task reference="/Tasks/Task_34" status="InProgress" completeDate="" createDate="2026-01-06" reporter=""}} 118 +create conda env with flashh5 119 +{{/task}} 120 +))) 121 +{{/task}} 122 +))) 123 + 124 + 125 + 49 49 ---- 50 50 51 51 ==== under review ==== 52 52 53 -\\ 54 54 55 55 {{code language="bash"}} 56 56 conda create -n flashh5 python=3.10 # 3.10 not necessary, but would prefer 3.8 or higher ... ... @@ -67,9 +67,8 @@ 67 67 ## delete from: /home/$USER/.local/share/jupyter/kernels/ 68 68 {{/code}} 69 69 70 -\\ 71 - 72 -{{code language="py" title="moved to repository?"}} 146 +{{code language="py" title=" 147 +moved to repository?"}} 73 73 class RunDirectory: 74 74 75 75 def get_run_table(): # more or less information? RunComment | Number of Files | start & stop time ? ... ... @@ -80,7 +80,7 @@ 80 80 ... 81 81 82 82 83 -class Run: 158 +class Run: # constructor optional without RunDirectory or use there self.path 84 84 85 85 def get_files(): 86 86 ... ... ... @@ -114,4 +114,6 @@ 114 114 # run.to_xarray(daq_map) 115 115 {{/code}} 116 116 117 -\\ 192 + 193 + 194 +{{/expand}}
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