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Joao Alvim Oliveira Dias De Almeida
asapo
Commits
6a1ec0f5
Commit
6a1ec0f5
authored
6 years ago
by
Sergey Yakubov
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add test with jupyter notebook
parent
988e7a13
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tests/manual/python_tests/ASAPO-csb.ipynb
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tests/manual/python_tests/ASAPO-csb.ipynb
tests/manual/python_tests/copy-files.sh
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tests/manual/python_tests/copy-files.sh
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tests/manual/python_tests/ASAPO-csb.ipynb
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6a1ec0f5
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import asapo_worker\n",
"import h5py\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import tempfile\n",
"import cbf\n",
"import time\n",
"from IPython import display\n",
"\n",
"broker, err = asapo_worker.create_server_broker(\"psana002:8400\", \"/tmp\", \"asapo_test2\",\"yzgAcLmijSLWIm8dBiGNCbc0i42u5HSm-zR6FRqo__Y=\", 1000000)\n"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'_id': 198, 'size': 6247362, 'name': 'data/file_lin/test_dir/sample_1_00001.cbf'}\n"
]
}
],
"source": [
"last_id = 0\n",
"try: \n",
" while True:\n",
" data, meta, err = broker.get_last(meta_only=False)\n",
" id = meta['_id']\n",
" if id == last_id:\n",
" time.sleep(1)\n",
" continue\n",
" tmpfile = tempfile.NamedTemporaryFile()\n",
" tmpfile.write(data)\n",
" content = cbf.read(tmpfile.name)\n",
" numpy_array_with_data = content.data\n",
" header_metadata = content.metadata\n",
" plt.imshow(numpy_array_with_data, cmap='gnuplot', vmax=500)\n",
"# display.display(plt.gcf())\n",
" display.clear_output(wait=True)\n",
" plt.show()\n",
" print (meta) \n",
" last_id = id\n",
"except KeyboardInterrupt:\n",
" pass\n",
" "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
%% Cell type:code id: tags:
```
python
%
matplotlib
inline
```
%% Cell type:code id: tags:
```
python
import
asapo_worker
import
h5py
import
numpy
as
np
import
matplotlib.pyplot
as
plt
import
tempfile
import
cbf
import
time
from
IPython
import
display
broker
,
err
=
asapo_worker
.
create_server_broker
(
"
psana002:8400
"
,
"
/tmp
"
,
"
asapo_test2
"
,
"
yzgAcLmijSLWIm8dBiGNCbc0i42u5HSm-zR6FRqo__Y=
"
,
1000000
)
```
%% Cell type:code id: tags:
```
python
last_id
=
0
try
:
while
True
:
data
,
meta
,
err
=
broker
.
get_last
(
meta_only
=
False
)
id
=
meta
[
'
_id
'
]
if
id
==
last_id
:
time
.
sleep
(
1
)
continue
tmpfile
=
tempfile
.
NamedTemporaryFile
()
tmpfile
.
write
(
data
)
content
=
cbf
.
read
(
tmpfile
.
name
)
numpy_array_with_data
=
content
.
data
header_metadata
=
content
.
metadata
plt
.
imshow
(
numpy_array_with_data
,
cmap
=
'
gnuplot
'
,
vmax
=
500
)
# display.display(plt.gcf())
display
.
clear_output
(
wait
=
True
)
plt
.
show
()
print
(
meta
)
last_id
=
id
except
KeyboardInterrupt
:
pass
```
%% Output
{'_id': 198, 'size': 6247362, 'name': 'data/file_lin/test_dir/sample_1_00001.cbf'}
%% Cell type:code id: tags:
```
python
``
`
%%
Cell
type
:
code
id
:
tags
:
```
python
```
This diff is collapsed.
Click to expand it.
tests/manual/python_tests/copy-files.sh
0 → 100755
+
1
−
0
View file @
6a1ec0f5
ssh
-l
root asap3-tst01 scp max-wgs:/beegfs/desy/group/it/ReferenceData/MX/Pilatus/sample_1_0000
$1
.cbf /run/user/data/file_lin/test_dir/
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