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Last modified by makuadm on 2026-01-07 06:21
From version 36.1
edited by sndueste
on 2023-09-29 11:07
Change comment: There is no comment for this version
To version 50.1
edited by makuadm
on 2026-01-07 03:06
Change comment: Task [xwiki:FLASHUSER.Offline data analysis (DAQ).DEMO - Working with FLASH data.Tasks.Task_25.WebHome] has been updated!

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1 +FLASHUSER.Offline data analysis (DAQ).WebHome
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1 -XWiki.sndueste
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1 -Experimental data is recorded as HDF files[link] on the GPFS file system[link]. The access rights[link to ACLs] are linked to the user's DESY account and can be managed by the PI via the GAMMA portal[link]. 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[link], Maxwell-Display Server[link] or JuyterHub[link]. We recommmend using the JupyterHub for data exploration and the SLURM resources[link] for high performances computing.
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 -For simplified acccess we provide a conda module flashh5[link] which can be installed in a personal conda environment[link] on the Maxwell Cluster. Example on the usage can be found here [link - repo + binder]
3 +{{info title="How to login JupyterHub"}}
4 +=== ===
4 4  
5 -\\
6 +{{view-file att--filename="tmp.mp4" height="150"/}}
7 +{{/info}}
6 6  
7 -{{expand title="How to login JupyterHub"}}
8 -
9 -
10 -{{view-file att--filename="tmp.mp4" height="250"/}}
11 -{{/expand}}
12 -
13 -\\
14 -
15 -\\
16 -
17 17  {{info}}
18 -=== There are different options that help you to work with the FLASH HDF5 data in Python ===
10 +=== There are different options that help you to work with the FLASH HDF5 data in Python ===
19 19  
20 -The currently developed option for large data sets: [[the FAB package>>url:https://hasfcpkg.desy.de/fab/fab.html||shape="rect"]] ... see below
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"]]
21 21  
22 -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"]]
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]]
23 23  {{/info}}
24 24  
25 -\\
26 26  
27 27  [[~[~[image:attach:image2023-9-29_11-1-37.png~]~]>>url:https://hasfcpkg.desy.de/fab/fab.html||shape="rect"]]
28 28  
29 -\\
30 -
31 31  {{expand title="older ideas ..."}}
32 32  (% class="Object" %)(object oriented) [[https:~~/~~/gitlab.desy.de/christopher.passow/fdh-builder>>url:https://gitlab.desy.de/christopher.passow/fdh-builder.git||shape="rect"]]
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37 37  
38 38  (% class="task-list" %)
39 39  (((
40 -{{task reference="/Tasks/Task_18" status="InProgress"}}
41 -Short descriptions including Links:   → as Text\\
42 -
43 -(% class="task-list" %)
44 -(((
45 -
46 -
47 -{{task reference="/Tasks/Task_19" status="InProgress"}}
48 -GPFS
30 +{{task reference="/Tasks/Task_18" status="InProgress" completeDate="" createDate="2026-01-06" reporter=""}}
31 +Short descriptions including Links:   → as Text
32 +\\
49 49  {{/task}}
50 -
51 -{{task reference="/Tasks/Task_40" status="InProgress"}}
52 -Access rights
53 -{{/task}}
54 -
55 -{{task reference="/Tasks/Task_41" status="InProgress"}}
56 -Gamma Portal
57 -{{/task}}
58 -
59 -{{task reference="/Tasks/Task_42" status="InProgress"}}
60 -Maxwell
61 -{{/task}}
62 -
63 -{{task reference="/Tasks/Task_20" status="InProgress"}}
64 -JupyterHub
65 -{{/task}}
66 -
67 -{{task reference="/Tasks/Task_21" status="InProgress"}}
68 -conda ?
69 -{{/task}}
70 -
71 -{{task reference="/Tasks/Task_36" status="InProgress"}}
72 -explain install from channel instead of fixed environment, but can use environment file from example repository
73 -{{/task}}
74 74  )))
75 -{{/task}}
76 -)))
77 77  
78 -\\
79 79  
80 80  (% class="task-list" %)
81 81  (((
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86 86  (((
87 87  
88 88  
89 -{{task reference="/Tasks/Task_23" status="InProgress"}}
46 +{{task reference="/Tasks/Task_23" status="InProgress" completeDate="" createDate="2026-01-06" reporter=""}}
90 90  channel  (where to host?)
91 91  {{/task}}
92 92  
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97 97  {{/task}}
98 98  )))
99 99  
100 -\\
101 101  
102 102  (% class="task-list" %)
103 103  (((
104 -{{task reference="/Tasks/Task_25" status="InProgress"}}
60 +{{task reference="/Tasks/Task_25" status="InProgress" completeDate="" createDate="2026-01-07" reporter=""}}
105 105  Documentation
106 -
107 -(% class="task-list" %)
108 -(((
109 -
110 -
111 -{{task reference="/Tasks/Task_26" status="InProgress"}}
112 -here VS repository VS sphinx
62 +\\
113 113  {{/task}}
114 114  )))
115 -{{/task}}
116 -)))
117 117  
118 -\\
119 119  
120 120  (% class="task-list" %)
121 121  (((
122 -{{task reference="/Tasks/Task_27" status="InProgress"}}
69 +{{task reference="/Tasks/Task_27" status="InProgress" completeDate="" createDate="2026-01-07" reporter=""}}
123 123  Binder
124 -
125 -(% class="task-list" %)
126 -(((
127 -
128 -
129 -{{task reference="/Tasks/Task_28" status="InProgress"}}
130 -examples with Stefan
71 +\\
131 131  {{/task}}
132 132  )))
133 -{{/task}}
134 -)))
135 135  
136 -\\
137 137  
138 138  (% class="task-list" %)
139 139  (((
140 -{{task reference="/Tasks/Task_29" status="InProgress"}}
78 +{{task reference="/Tasks/Task_29" status="InProgress" completeDate="" createDate="2026-01-07" reporter=""}}
141 141  Screencast
142 -
143 -(% class="task-list" %)
144 -(((
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146 -
147 -{{task reference="/Tasks/Task_30" status="InProgress"}}
148 -login in jupyter hub
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149 149  {{/task}}
150 -
151 -{{task reference="/Tasks/Task_31" status="InProgress"}}
152 -login maxwell display
153 -{{/task}}
154 -
155 -{{task reference="/Tasks/Task_32" status="InProgress"}}
156 -use slix
157 -{{/task}}
158 -
159 -{{task reference="/Tasks/Task_33" status="InProgress"}}
160 -use hdfview plugin in jupterLab
161 -{{/task}}
162 -
163 -{{task reference="/Tasks/Task_34" status="InProgress"}}
164 -create conda env with flashh5
165 -{{/task}}
166 166  )))
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168 -)))
169 169  
170 -\\
171 171  
172 -\\
173 173  
174 174  ----
175 175  
176 176  ==== under review ====
177 177  
178 -\\
179 179  
180 180  {{code language="bash"}}
181 181  conda create -n flashh5 python=3.10 # 3.10 not necessary, but would prefer 3.8 or higher
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192 192  ## delete from: /home/$USER/.local/share/jupyter/kernels/
193 193  {{/code}}
194 194  
195 -\\
196 -
197 -{{code language="py" title="moved to repository?"}}
106 +{{code language="py" title="
107 +moved to repository?"}}
198 198  class RunDirectory:
199 199  
200 200   def get_run_table(): # more or less information? RunComment | Number of Files | start & stop time ?
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239 239  # run.to_xarray(daq_map)
240 240  {{/code}}
241 241  
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245 245  {{/expand}}
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