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Difference between revisions of "Accounting Portal API View /egi/htc/operations centres/"

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!Description
!Description
|-
|-
|'''njobs'''
|'''number_of_jobs'''
|Number of jobs
|Number of jobs
|Number of discrete jobs launched, independent on completion status.
|Number of discrete jobs launched, independent on completion status.
|-
|-
|'''normcpu'''
|'''normalized_sum_cpu'''
|Normalized Sum CPU
|Normalized Sum CPU
|Hours of CPU time consumed in calculations by jobs, normalised using the HEPSPEC06 benchmark.
|Hours of CPU time consumed in calculations by jobs, normalised using the HEPSPEC06 benchmark.
|-
|-
|'''sumcpu'''
|'''sum_cpu'''
|Sum CPU
|Sum CPU
|Hours of not normalised CPU time consumed by jobs.
|Hours of not normalised CPU time consumed by jobs.
|-
|-
|'''normelap'''
|'''normalized_sum_elapsed'''
|Normalized Sum Elapsed
|Normalized Sum Elapsed
|Hours of wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, normalised using the HEPSPEC06 benchmark.
|Hours of wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, normalised using the HEPSPEC06 benchmark.
|-
|-
|'''normelap_processors'''
|'''normalized_sum_elapsed_times_number_of_processors'''
|Normalized Sum Elapsed * Number of Processors
|Normalized Sum Elapsed * Number of Processors
|Hours of wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, normalised using the multiplied by the number of logical cores used by each job.
|Hours of wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, normalised using the multiplied by the number of logical cores used by each job.
|-
|-
|'''elap_processors'''
|'''sum_elapsed_times_number_of_processors'''
|Sum Elapsed * Number of Processors
|Sum Elapsed * Number of Processors
|Hours of not normalised wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, multiplied by the number of logical cores used by the job.
|Hours of not normalised wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, multiplied by the number of logical cores used by the job.
|-
|-
|'''sumelap'''
|'''sum_elapsed'''
|Unnormalized Wall CPU Hours
|Unnormalized Wall CPU Hours
|Hours of not normalised wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks.
|Hours of not normalised wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks.
cpueff
|-
|-
|'''CPU Efficiency'''
|'''cpu_efficiency'''
|Normalised Sum CPU / (Normalised Sum Elapsed * Number of Processors).  
|CPU Efficiency
|Measures the percentage of running time of the process used to do actual computations.
|Normalised Sum CPU / (Normalised Sum Elapsed * Number of Processors). Measures the percentage of running time of the process used to do actual computations.
|}
|}
 
<!--
Metric values that are only useable in cloud views:
Metric values that are only useable in cloud views:
{|class="wikitable"
{|class="wikitable"
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!Description
!Description
|-
|-
|'''vm_num'''
|'''number_of_virtual_machines'''
|Number of Virtual Machines
|Number of Virtual Machines
|Number of VM instances running in the selected time period.
|Number of VM instances running in the selected time period.
|-
|-
|'''sum_elap'''
|'''sum_elapsed'''
|Sum Wall hours (Elapsed time)
|Sum Wall hours (Elapsed time)
|Hours of wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, multiplied by the number of logical cores used by each job..
|Hours of wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, multiplied by the number of logical cores used by each job..
|-
|-
|'''sum_elap_processors'''
|'''sum_elapsed_times_number_of_processors'''
|Sum Elapsed * Number of Processors
|Sum Elapsed * Number of Processors
|Hours of wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, multiplied by the number of logical cores used by each job..
|Hours of wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, multiplied by the number of logical cores used by each job..
|-
|-
|'''net_in'''
|'''inbound_network_traffic'''
|Inbound Network Traffic
|Inbound Network Traffic
|Inbound network traffic in bytes towards running VM instances.
|Inbound network traffic in bytes towards running VM instances.
|-
|-
|'''net_out'''
|'''outbound_network_traffic'''
|Outbound Network Traffic
|Outbound Network Traffic
|Outcoming network traffic in bytes from running VM instances.
|Outcoming network traffic in bytes from running VM instances.
|-
|-
|'''mem'''
|'''memory_used'''
|Memory Used
|Memory Used
|Amount of memory in  bytes allocated by running VM instances.
|Amount of memory in  bytes allocated by running VM instances.
|-
|-
|'''disk'''
|'''disk_used'''
|Disk Used
|Disk Used
|Amount of storage in bytes allocated by running VMs instances.
|Amount of storage in bytes allocated by running VMs instances.
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!Description
!Description
|-
|-
|'''njobs'''
|'''number_of_jobs'''
|Number of jobs
|Number of jobs
|Number of discrete jobs launched, independent on completion status.
|Number of discrete jobs launched, independent on completion status.
|-
|-
|'''sumcpu'''
|'''sum_cpu'''
|Sum CPU Time Hours
|Sum CPU Time Hours
|Hours of CPU Time as reported to APEL by the batch system.
|Hours of CPU Time as reported to APEL by the batch system.
|-
|-
|'''sumcpu_days'''
|'''sum_cpu_days'''
|Sum CPU Time Days
|Sum CPU Time Days
|Days of CPU Time as reported to APEL by the batch system.
|Days of CPU Time as reported to APEL by the batch system.
|-
|-
|'''normcpu'''
|'''sum_cpu_work'''
|Sum CPU Work HS06 Hours
|Sum CPU Work HS06 Hours
|(Same as "Normalized Sum CPU"). Sum of CPU Time Hours as reported to APEL by the batch system and multiplied  
|(Same as "Normalized Sum CPU"). Sum of CPU Time Hours as reported to APEL by the batch system and multiplied  
by benchmarked HEPSPEC06 power for a given resource.
by benchmarked HEPSPEC06 power for a given resource.
|-
|-
|'''normcpu_days'''
|'''sum_cpu_work_days'''
|Sum CPU Work HS06 Days
|Sum CPU Work HS06 Days
|(Same as "Normalized Sum CPU"). Sum of CPU Time Days as reported to APEL by the batch system and multiplied by benchmarked HEPSPEC06.
|(Same as "Normalized Sum CPU"). Sum of CPU Time Days as reported to APEL by the batch system and multiplied by benchmarked HEPSPEC06.
|-
|-
|'''elap_processors'''
|'''sum_wallclock_time'''
|Sum Wallclock Time Hours
|Sum Wallclock Time Hours
|(Same as "Sum elapsed * Number of processors"). Wallclock time as reported by the batch system. For some sites represent raw wallclock time defined as end time stamp of a particular job minus start time stamp and multiplied by number of processors. There are other sites which do not report raw wallclock time, but rather report raw wallclock time scaled by a batch system to a reference node. For such sites this metric currently shows scaled wallclock multiplied by number of processors.
|(Same as "Sum elapsed * Number of processors"). Wallclock time as reported by the batch system. For some sites represent raw wallclock time defined as end time stamp of a particular job minus start time stamp and multiplied by number of processors. There are other sites which do not report raw wallclock time, but rather report raw wallclock time scaled by a batch system to a reference node. For such sites this metric currently shows scaled wallclock multiplied by number of processors.
|-
|-
|'''elap_processors_days'''
|'''sum_wallclock_time_days'''
|Sum Wallclock Time Days
|Sum Wallclock Time Days
|(Same as "Sum elapsed * Number of processors"). Wallclock time as reported by the batch system. For some sites represent raw wallclock time defined as end time stamp of a particular job minus start time stamp and multiplied by number of processors. There are other sites which do not report raw wallclock time, but rather report raw wallclock time scaled by a batch system to a reference node. For such sites this metric currently shows scaled wallclock multiplied by number of processors.
|(Same as "Sum elapsed * Number of processors"). Wallclock time as reported by the batch system. For some sites represent raw wallclock time defined as end time stamp of a particular job minus start time stamp and multiplied by number of processors. There are other sites which do not report raw wallclock time, but rather report raw wallclock time scaled by a batch system to a reference node. For such sites this metric currently shows scaled wallclock multiplied by number of processors.
|-
|-
|'''normelap_processors'''
|'''sum_wallclock_work'''
|Sum Wallclock Work HS06 Hours
|Sum Wallclock Work HS06 Hours
|(Same as "Normalised Sum elapsed * Number of processors"). Wallclock time as reported by the batch system and multiplied by benchmarked HEPSPEC06 power of a given CPU resource and by number of processors. For some sites represent raw wallclock time defined as end time stamp of a particular job minus start time stamp and multiplied by number of processors.  There are other sites which do not report raw wallclock time, but rather report raw wallclock time scaled by a batch system to a reference node. For such sites this metric currently shows scaled and Normalised Wallclock multiplied by Number of Processors
|(Same as "Normalised Sum elapsed * Number of processors"). Wallclock time as reported by the batch system and multiplied by benchmarked HEPSPEC06 power of a given CPU resource and by number of processors. For some sites represent raw wallclock time defined as end time stamp of a particular job minus start time stamp and multiplied by number of processors.  There are other sites which do not report raw wallclock time, but rather report raw wallclock time scaled by a batch system to a reference node. For such sites this metric currently shows scaled and Normalised Wallclock multiplied by Number of Processors
|-
|-
|'''normelap_processors_days'''
|'''sum_wallclock_work_days'''
|Sum Wallclock Work HS06 Days
|Sum Wallclock Work HS06 Days
|(Same as "Normalised Sum elapsed * Number of processors"). Wallclock time as reported by the batch system and multiplied by benchmarked HEPSPEC06 power of a given CPU resource and by number of processors. For some sites represent raw wallclock time defined as end time stamp of a particular job minus start time stamp and multiplied by number of processors.  There are other sites which do not report raw wallclock time, but rather report raw wallclock time scaled by a batch system to a reference node. For such sites this metric currently shows scaled and Normalised Wallclock multiplied by Number of Processors
|(Same as "Normalised Sum elapsed * Number of processors"). Wallclock time as reported by the batch system and multiplied by benchmarked HEPSPEC06 power of a given CPU resource and by number of processors. For some sites represent raw wallclock time defined as end time stamp of a particular job minus start time stamp and multiplied by number of processors.  There are other sites which do not report raw wallclock time, but rather report raw wallclock time scaled by a batch system to a reference node. For such sites this metric currently shows scaled and Normalised Wallclock multiplied by Number of Processors
|-
|-
|'''cpueff'''
|'''cpu_efficiency'''
|CPU Efficiency
|CPU Efficiency
|100 * Sum CPU Time / Sum (Wallclock Time * Number of Processors).
|100 * Sum CPU Time / Sum (Wallclock Time * Number of Processors).
|}
|}
 
-->
==Metric Unit Suffix==
==Metric Unit Suffix==
For all metrics with a unit based on hours, there is an optional suffix to indicate a longer time unit, the basic format is  
For all metrics with a unit based on hours, there is an optional suffix to indicate a longer time unit, the basic format is  
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|Select a time of unit based on years (8640 hours)
|Select a time of unit based on years (8640 hours)
|}
|}
[[Accounting_Portal_API | Back to Accounting Portal API]]


= Row and Column Variables =
= Row and Column Variables =
Line 363: Line 360:


<pre>
<pre>
https://accounting-pre.egi.cesga.es/egi/njobs/REGION/DATE/2016/6/2017/6/egi/onlyinfrajobs/JSON/
https://accounting-pre.egi.cesga.es/egi/htc/operations_centres/number_of_jobs/REGION/DATE/2016/6/2017/6/egi/onlyinfrajobs/JSON/
</pre>
</pre>


Line 441: Line 438:
08","3":"2016-09","4":"2016-10","5":"2016-11","6":"2016-12","7":"2017-01","8":"2017-02","9":"id"},  
08","3":"2016-09","4":"2016-10","5":"2016-11","6":"2016-12","7":"2017-01","8":"2017-02","9":"id"},  
{"id":"var","xrange":"DATE","yrange":"REGION","query":"njobs"}]
{"id":"var","xrange":"DATE","yrange":"REGION","query":"njobs"}]
</source>


 
[[Accounting_Portal_API | Back to Accounting Portal API]]
 
</source>

Latest revision as of 13:22, 12 June 2017

This view offers an overview of the EGI HTC infrastructure viewed by Operations Centres (NGIs).

Metric

The Row and Column variables define the dimensions in which the data are grouped, for each view usually the data are grouped bidimensionally using a row variable and a column variable, the name derived from appearing in the rows and columns of the table, respectively. These are the valid values for both of these:

Metric Name Description
number_of_jobs Number of jobs Number of discrete jobs launched, independent on completion status.
normalized_sum_cpu Normalized Sum CPU Hours of CPU time consumed in calculations by jobs, normalised using the HEPSPEC06 benchmark.
sum_cpu Sum CPU Hours of not normalised CPU time consumed by jobs.
normalized_sum_elapsed Normalized Sum Elapsed Hours of wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, normalised using the HEPSPEC06 benchmark.
normalized_sum_elapsed_times_number_of_processors Normalized Sum Elapsed * Number of Processors Hours of wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, normalised using the multiplied by the number of logical cores used by each job.
sum_elapsed_times_number_of_processors Sum Elapsed * Number of Processors Hours of not normalised wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks, multiplied by the number of logical cores used by the job.
sum_elapsed Unnormalized Wall CPU Hours Hours of not normalised wall-clock time consumed by jobs, including I/O, OS and other housekeeping tasks.
cpu_efficiency CPU Efficiency Normalised Sum CPU / (Normalised Sum Elapsed * Number of Processors). Measures the percentage of running time of the process used to do actual computations.

Metric Unit Suffix

For all metrics with a unit based on hours, there is an optional suffix to indicate a longer time unit, the basic format is

<metric>-<unit_suffix>

For example:

normcpu-month

If no suffix is indicated, hours are selected by default:

Suffix Name Description
hour Hours Select the default unit of hours, equivalent to not indicating any suffix.
day Days Select a time of unit based on days (24 hours)
month Months Select a time of unit based on months (720 hours)
quarter Quarters Select a time of unit based on quarters (2160 hours)
halfyear Half Years Select a time of unit based on half years (4320 hours)
year Years Select a time of unit based on years (8640 hours)

Row and Column Variables

The Row and Column varaibles define the dimensions in which the data is grouped, for each view usually the data is grouped bidimensionally using a row variable and a column variable, the name derived from appearing in the rows and columns of the table, respectively. These are the valid values for both of these:

Variable Name Description
DATE Month Grouping by Month
Year Year Grouping by Year
3M Quarter Grouping by Quarter
6M Half-year Grouping by Half-year
COUNTRY Country Grouping by Country
REGION Operations Centre Grouping by Operations Centre
SITE Resource Centre Grouping by Resource Centre
VO VO Grouping by VO
SubmitHost SubmitHost Grouping by SubmitHost
Resource Centre SITE Group by Resource Centre
NUMBER PROCESSORS Number of Processors Group by the number of Logical Cores.
NODECOUNT Nodes Group by Nodes


Dates

The URL components for dates are:

/StartYear/StartMonth/EndYear/EndMonth/

The date format is:

/YYYY/MM/YYYY/MM/

The date indicated by StartYear/StartMonth needs to be BEFORE EndYear/EndMonth.

VO Group Selector

VO Group selects which VOs are selected for the current view, there are five settings:

VO Group Selector Meaning
lhc The four VOs used on the WLCG Large Hadron Collider (ATLAS, ALICE, LHCb, CMS).
top10 Top 10 VOs that in the period and options selected have the highest unnormalised raw CPU value.
all All VOs are included.
egi VOs officially registered on the EGI Operations Portal.
custom Custom set of virtual organisations.


In the case of a “custom” selection, the used format is

custom-vo1,vo2,vo3,..,von

This scales to infrastructure views with 200+ VOs.

Local Job Selector

The Local Job selector parameter filters accounting based on its use of local vs infrastructure reosurce

VO Group Selector Meaning
onlyinfrajobs Selects jobs that were successfully submitted and completed by a local cluster by submitting them directly to the the batch system of the computing cluster, i.e. bypassing the Compute Element interface.
localinfrajobs All jobs executed by the EGI Federation, regardless of the submission mode.
onlylocaljobs Selects jobs that were successfully submitted and completed by a local cluster by submitting them directly to the the batch system of the computing cluster, i.e. bypassing the Compute Element interface.

Data Selector

Data Selector Meaning
/JSON/ Returns data as a text file containing JSON (Java Script Object Notation) data.
/CSV/ Returns data as a text file containing CSV (Comma Separated Values) data.

Output Example

https://accounting-pre.egi.cesga.es/egi/htc/operations_centres/number_of_jobs/REGION/DATE/2016/6/2017/6/egi/onlyinfrajobs/JSON/
[{"2016-06":219164,"2016-07":164009,"2016-08":246484,"2016-09":171441,"2016-10":110200,"2016-11":140790,
"2016-12":54516,"2017-01":139085,"2017-02":30541,"id":"AfricaArabia","Total":1276230,"Percent":0.3}, {"2016-
06":2075301,"2016-07":2343848,"2016-08":2165980,"2016-09":2455284,"2016-10":2699340,"2016-11":2676404,"2016-
12":2649081,"2017-01":3022985,"2017-02":1717884,"id":"AsiaPacific","Total":21806107,"Percent":5.06}, {"2016-
06":5168077,"2016-07":9503484,"2016-08":8512419,"2016-09":8729766,"2016-10":6092806,"2016-11":9139894,"2016-
12":8713986,"2017-01":9729395,"2017-02":5508540,"id":"CERN","Total":71098367,"Percent":16.5}, {"2016-
06":22966,"2016-07":25770,"2016-08":23796,"2016-09":25658,"2016-10":25232,"2016-11":24717,"2016-
12":25744,"2017-01":25962,"2017-02":16267,"id":"NGI_AEGIS","Total":216112,"Percent":0.05}, {"2016-
06":3249,"2016-07":1947,"2016-08":3218,"2016-09":3843,"2016-10":5204,"2016-11":3138,"2016-12":3245,"2017-
01":3015,"2017-02":1121,"id":"NGI_ARMGRID","Total":27980,"Percent":0.01}, {"2016-06":36516,"2016-
07":31644,"2016-08":31030,"2016-09":11946,"2016-10":26255,"2016-11":19714,"2016-12":14915,"2017-
01":16721,"2017-02":7147,"id":"NGI_BG","Total":195888,"Percent":0.05}, {"2016-06":464959,"2016-
07":496585,"2016-08":511609,"2016-09":457829,"2016-10":523571,"2016-11":590077,"2016-12":569312,"2017-
01":422912,"2017-02":520081,"id":"NGI_CH","Total":4556935,"Percent":1.06}, {"2016-06":109807,"2016-
07":152312,"2016-08":97788,"2016-09":157858,"2016-10":121591,"2016-11":140423,"2016-12":146933,"2017-
01":163161,"2017-02":90258,"id":"NGI_CHINA","Total":1180131,"Percent":0.27}, {"2016-06":419707,"2016-
07":622278,"2016-08":333445,"2016-09":324516,"2016-10":441747,"2016-11":523249,"2016-12":392839,"2017-
01":738375,"2017-02":268361,"id":"NGI_CZ","Total":4064517,"Percent":0.94}, {"2016-06":6249765,"2016-
07":7106409,"2016-08":5524328,"2016-09":5403365,"2016-10":6225585,"2016-11":5203500,"2016-12":4667233,"2017-
01":4685814,"2017-02":3515577,"id":"NGI_DE","Total":48581576,"Percent":11.27}, {"2016-06":39302,"2016-
07":43607,"2016-08":23509,"2016-09":21931,"2016-10":19937,"2016-11":31761,"2016-12":25990,"2017-
01":17318,"2017-02":9092,"id":"NGI_FI","Total":232447,"Percent":0.05}, {"2016-06":5132661,"2016-
07":5431276,"2016-08":4063110,"2016-09":3925907,"2016-10":4857282,"2016-11":5366228,"2016-12":5193655,"2017-
01":4703217,"2017-02":2671748,"id":"NGI_FRANCE","Total":41345084,"Percent":9.59}, {"2016-06":8714,"2016-
07":7582,"2016-08":8244,"2016-09":7563,"2016-10":8527,"2016-11":7806,"2016-12":8164,"2017-01":8470,"2017-
02":7459,"id":"NGI_GE","Total":72529,"Percent":0.02}, {"2016-06":89845,"2016-07":76572,"2016-08":48624,"2016-
09":64850,"2016-10":84817,"2016-11":103774,"2016-12":82437,"2017-01":86706,"2017-
02":36689,"id":"NGI_GRNET","Total":674314,"Percent":0.16}, {"2016-06":10454,"2016-07":9428,"2016-
08":6613,"2016-09":3274,"2016-10":5828,"2016-11":4741,"2016-12":5184,"2017-01":5598,"2017-
02":5665,"id":"NGI_HR","Total":56785,"Percent":0.01}, {"2016-06":108292,"2016-07":121147,"2016-
08":111935,"2016-09":131450,"2016-10":165201,"2016-11":147052,"2016-12":142005,"2017-01":123487,"2017-
02":83204,"id":"NGI_HU","Total":1133773,"Percent":0.26}, {"2016-06":2307912,"2016-07":2948625,"2016-
08":2295666,"2016-09":1798655,"2016-10":1739477,"2016-11":1931112,"2016-12":1735031,"2017-01":2036922,"2017-
02":1046522,"id":"NGI_IBERGRID","Total":17839922,"Percent":4.14}, {"2016-06":519638,"2016-07":766188,"2016-
08":759286,"2016-09":540829,"2016-10":733266,"2016-11":515202,"2016-12":356118,"2017-01":394209,"2017-
02":286127,"id":"NGI_IL","Total":4870863,"Percent":1.13}, {"2016-06":6246608,"2016-07":6644789,"2016-
08":6174721,"2016-09":4945670,"2016-10":5110056,"2016-11":5114330,"2016-12":4172565,"2017-01":4157040,"2017-
02":2551246,"id":"NGI_IT","Total":45117025,"Percent":10.47}, {"2016-06":56,"2016-07":1,"2016-08":0,"2016-
09":0,"2016-10":1,"2016-11":1,"2016-12":0,"2017-01":0,"2017-02":0,"id":"NGI_MD","Total":59,"Percent":0}, 
{"2016-06":591910,"2016-07":885542,"2016-08":626650,"2016-09":752257,"2016-10":538775,"2016-11":880280,"2016-
12":986051,"2017-01":841145,"2017-02":342342,"id":"NGI_NDGF","Total":6444952,"Percent":1.5}, {"2016-
06":1701275,"2016-07":2021610,"2016-08":1570774,"2016-09":1716250,"2016-10":1494287,"2016-11":2140621,"2016-
12":1630570,"2017-01":2041008,"2017-02":974983,"id":"NGI_NL","Total":15291378,"Percent":3.55}, {"2016-
06":456197,"2016-07":437478,"2016-08":361102,"2016-09":390919,"2016-10":448349,"2016-11":536580,"2016-
12":385494,"2017-01":406321,"2017-02":208844,"id":"NGI_PL","Total":3631284,"Percent":0.84}, {"2016-
06":1039451,"2016-07":978509,"2016-08":1025222,"2016-09":1000574,"2016-10":1108580,"2016-11":1125055,"2016-
12":973822,"2017-01":1058285,"2017-02":682640,"id":"NGI_RO","Total":8992138,"Percent":2.09}, {"2016-
06":323791,"2016-07":337088,"2016-08":466323,"2016-09":568205,"2016-10":460448,"2016-11":575114,"2016-
12":507834,"2017-01":640344,"2017-02":291847,"id":"NGI_SI","Total":4170994,"Percent":0.97}, {"2016-
06":318750,"2016-07":491367,"2016-08":464943,"2016-09":386949,"2016-10":233969,"2016-11":246260,"2016-
12":215088,"2017-01":375396,"2017-02":225941,"id":"NGI_SK","Total":2958663,"Percent":0.69}, {"2016-
06":191830,"2016-07":76867,"2016-08":95198,"2016-09":49766,"2016-10":76174,"2016-11":80574,"2016-
12":49587,"2017-01":70533,"2017-02":52213,"id":"NGI_TR","Total":742742,"Percent":0.17}, {"2016-
06":107158,"2016-07":127115,"2016-08":114712,"2016-09":126440,"2016-10":96335,"2016-11":104293,"2016-
12":98550,"2017-01":81163,"2017-02":41632,"id":"NGI_UA","Total":897398,"Percent":0.21}, {"2016-
06":8825217,"2016-07":10829331,"2016-08":7249724,"2016-09":6861761,"2016-10":7175525,"2016-11":7742905,"2016-
12":8072590,"2017-01":7729046,"2017-02":4842588,"id":"NGI_UK","Total":69328687,"Percent":16.09}, {"2016-
06":4689263,"2016-07":5032828,"2016-08":4627810,"2016-09":4020272,"2016-10":4835534,"2016-11":3838035,"2016-
12":4118913,"2017-01":4614193,"2017-02":2104736,"id":"ROC_Canada","Total":37881584,"Percent":8.79}, {"2016-
06":290699,"2016-07":578930,"2016-08":267672,"2016-09":237313,"2016-10":212189,"2016-11":276339,"2016-
12":248714,"2017-01":260469,"2017-02":157167,"id":"ROC_LA","Total":2529492,"Percent":0.59}, {"2016-
06":1342566,"2016-07":1471906,"2016-08":1316836,"2016-09":1510919,"2016-10":1597201,"2016-11":1833431,"2016-
12":1708028,"2017-01":1971692,"2017-02":1018750,"id":"Russia","Total":13771329,"Percent":3.2}, {"2016-
06":49111100,"2016-07":59766072,"2016-08":49128771,"2016-09":46803260,"2016-10":47273289,"2016-
11":51063400,"2016-12":47954194,"2017-01":50569987,"2017-02":29317212,"id":"Total","Total":430987285,"Percent":""}, {"2016-06":"11.40%","2016-07":"13.87%","2016-
08":"11.40%","2016-09":"10.86%","2016-10":"10.97%","2016-11":"11.85%","2016-12":"11.13%","2017-
01":"11.73%","2017-02":"6.80%","id":"Percent","Percent":"","Total":""}, 
{"id":"xlegend","0":"AfricaArabia","1":"AsiaPacific","2":"CERN","3":"NGI_AEGIS","4":"NGI_ARMGRID","5":"NGI_BG",
"6":"NGI_CH","7":"NGI_CHINA","8":"NGI_CZ","9":"NGI_DE","10":"NGI_FI","11":"NGI_FRANCE","12":"NGI_GE","13":"NGI_
GRNET","14":"NGI_HR","15":"NGI_HU","16":"NGI_IBERGRID","17":"NGI_IL","18":"NGI_IT","19":"NGI_MD","20":"NGI_NDGF
","21":"NGI_NL","22":"NGI_PL","23":"NGI_RO","24":"NGI_SI","25":"NGI_SK","26":"NGI_TR","27":"NGI_UA","28":"NGI_U
K","29":"ROC_Canada","30":"ROC_LA","31":"Russia"}, {"id":"ylegend","0":"2016-06","1":"2016-07","2":"2016-
08","3":"2016-09","4":"2016-10","5":"2016-11","6":"2016-12","7":"2017-01","8":"2017-02","9":"id"}, 
{"id":"var","xrange":"DATE","yrange":"REGION","query":"njobs"}]

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