Getting started with the python SDK part 3: working with statistics
In the previous article in this series, we looked at how to work with unnamed resources and commands. In this article, we’ll focus on working with statistics.
Statistics abound throughout the BIG-IP, but we’ll narrow in on virtual and pool stats here.
You can see structurally they are very similar, with a kind including the stats keyword, and a series of entries and nested stats fields. The pool member, however, goes another nested level deeper (see details toward the bottom of this article). Even starting with the virtual server and the pool, trying to access these statistics manually, well, that is not for the faint of heart. Consider the following code:
A couple things to note here. You might think you could use the selfLink attribute instead of manually typing the entry ID, but the selfLink needs a little help. You can programmatically insert the ~Common~testpool in there and use that, but either way, to get to that list of items to iterate over is a chore! Another item of interest is that each stats field is a dictionary with a key of value or description, so that needs to be managed while pulling the values for storage or printing. At this point you must be thinking "there's got to be a better way!" Thankfully, there is.
Using the Stats Utility
The Stats utility is buried down deep in the utils directory tree in the handlers module. Once imported, you just wrap any of your stats method calls with that class. Focusing in on just the pool this time, that significantly cuts down the work necessary in your for loop:
>>> from f5.utils.responses.handlers import Stats
>>> pool = b.tm.ltm.pools.pool.load(name='testpool')
>>> pool stats = Stats(pool.stats.load())
>>> for k, v in poolstats.stat.iteritems():
... if v.get('description') != None:
... print '%s: %s' % (k, v.get('description'))
... elif v.get('value') != None:
... print '%s: %s' % (k, v.get('value'))
...
And voila, piece of cake!
One final note before closing up shop: this doesn't quite work with pool members. The resulting json payload from a pool member stats query to the API are pretty buried. Using the sdk to grab the stats (without the Stats module):
You can see from this variable data in my IDE that the depth is well...very deep!
The development team still has some work to do to iron out the Stats class, particularly for subcollections like pool members, but for top level objects it’s a time/life-saver! Keep an eye on issue 1440 on GitHub for enhancements.
This executes much slower than I would like it to, but at least I can get to the data now.
 
I was after the number of server side connections, the availability state and enabled state values of each pool member.
 
load the pool
p1 = mgmt.tm.ltm.pools.pool.load(name='TEST-POOL', partition='Common')
get the pool members
members = p1.members_s.get_collection()
Iterate through each pool member
for member in members:
load the pool member and stats for the member
pm = p1.members_s.members.load(name=member.name, partition="Common")
pmstats = pm.stats.load()
Get the selfLink to be used later.
for k in pmstats.entries:
selflink = k
statentries will contain a list with the correct data
statentries = pmstats.entries.get(selflink).get('nestedStats').get('entries')
for i in statentries:
Numbers entries contain information in 'value'
Text entries contain information in 'description'
if i == 'serverside.curConns':
connections = statentries[i].get('value')
if i == 'status.availabilityState':
availability = statentries[i].get('description')
if i == 'status.enabledState':
enabled = statentries[i].get('description')
print("{}, {:3}, {}, {}".format(member.name, connections, availability, enabled))
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In the previous article in this series, we looked at how to work with unnamed resources and commands. In this article, we’ll focus on working with statistics.
\n\n
Statistics abound throughout the BIG-IP, but we’ll narrow in on virtual and pool stats here.
You can see structurally they are very similar, with a kind including the stats keyword, and a series of entries and nested stats fields. The pool member, however, goes another nested level deeper (see details toward the bottom of this article). Even starting with the virtual server and the pool, trying to access these statistics manually, well, that is not for the faint of heart. Consider the following code:
\n\n
\n# Virtual Server\n>>> vip = b.tm.ltm.virtuals.virtual.load(name='testvip')\n>>> vipstats = vip.stats.load()\n>>> for k, v in vipstats.entries['https://localhost/mgmt/tm/ltm/virtual/testvip/~Common~testvip/stats']['nestedStats']['entries'].iteritems():\n... if v.get('description') != None:\n... print '%s: %s' % (k, v.get('description'))\n... elif v.get('value') != None:\n... print '%s: %s' % (k, v.get('value'))\n...\nsyncookie.accepts: 0\nephemeral.bitsOut: 0\nclientside.bitsOut: 5002552\nfiveMinAvgUsageRatio: 0\ntmName: /Common/testvip\ncsMeanConnDur: 192\nsyncookie.swsyncookieInstance: 0\nstatus.enabledState: enabled\n...remaining fields removed\n\n# Pool\n>>> pool = b.tm.ltm.pools.pool.load(name='testpool')\n>>> poolstats = pool.stats.load()\n>>> for k, v in poolstats.entries['https://localhost/mgmt/tm/ltm/pool/testpool/~Common~testpool/stats']['nestedStats']['entries'].iteritems():\n... if v.get('description') != None:\n... print '%s: %s' % (k, v.get('description'))\n... elif v.get('value') != None:\n... print '%s: %s' % (k, v.get('value'))\n...\nconnqAll.ageMax: 0\nserverside.curConns: 0\nminActiveMembers: 0\nserverside.bitsIn: 90474272\nconnqAll.serviced: 0\nserverside.pktsIn: 181780\nmemberCnt: 1\nserverside.maxConns: 50\nconnq.depth: 0\nconnqAll.depth: 0\nconnqAll.ageHead: 0\ncurSessions: 0\nstatus.availabilityState: available\n
\n\n
A couple things to note here. You might think you could use the selfLink attribute instead of manually typing the entry ID, but the selfLink needs a little help. You can programmatically insert the ~Common~testpool in there and use that, but either way, to get to that list of items to iterate over is a chore! Another item of interest is that each stats field is a dictionary with a key of value or description, so that needs to be managed while pulling the values for storage or printing. At this point you must be thinking \"there's got to be a better way!\" Thankfully, there is.
\n\n
Using the Stats Utility
\n\n
The Stats utility is buried down deep in the utils directory tree in the handlers module. Once imported, you just wrap any of your stats method calls with that class. Focusing in on just the pool this time, that significantly cuts down the work necessary in your for loop:
\n\n
\n>>> from f5.utils.responses.handlers import Stats\n>>> pool = b.tm.ltm.pools.pool.load(name='testpool')\n>>> pool stats = Stats(pool.stats.load())\n>>> for k, v in poolstats.stat.iteritems():\n... if v.get('description') != None:\n... print '%s: %s' % (k, v.get('description'))\n... elif v.get('value') != None:\n... print '%s: %s' % (k, v.get('value'))\n...\n
\n\n
And voila, piece of cake!
\n\n
One final note before closing up shop: this doesn't quite work with pool members. The resulting json payload from a pool member stats query to the API are pretty buried. Using the sdk to grab the stats (without the Stats module):
You can see from this variable data in my IDE that the depth is well...very deep!
\n\n
\n\n
The development team still has some work to do to iron out the Stats class, particularly for subcollections like pool members, but for top level objects it’s a time/life-saver! Keep an eye on issue 1440 on GitHub for enhancements.
","body@stringLength":"6133","rawBody":"
In the previous article in this series, we looked at how to work with unnamed resources and commands. In this article, we’ll focus on working with statistics.
\n\n
Statistics abound throughout the BIG-IP, but we’ll narrow in on virtual and pool stats here.
You can see structurally they are very similar, with a kind including the stats keyword, and a series of entries and nested stats fields. The pool member, however, goes another nested level deeper (see details toward the bottom of this article). Even starting with the virtual server and the pool, trying to access these statistics manually, well, that is not for the faint of heart. Consider the following code:
\n\n
\n# Virtual Server\n>>> vip = b.tm.ltm.virtuals.virtual.load(name='testvip')\n>>> vipstats = vip.stats.load()\n>>> for k, v in vipstats.entries['https://localhost/mgmt/tm/ltm/virtual/testvip/~Common~testvip/stats']['nestedStats']['entries'].iteritems():\n... if v.get('description') != None:\n... print '%s: %s' % (k, v.get('description'))\n... elif v.get('value') != None:\n... print '%s: %s' % (k, v.get('value'))\n...\nsyncookie.accepts: 0\nephemeral.bitsOut: 0\nclientside.bitsOut: 5002552\nfiveMinAvgUsageRatio: 0\ntmName: /Common/testvip\ncsMeanConnDur: 192\nsyncookie.swsyncookieInstance: 0\nstatus.enabledState: enabled\n...remaining fields removed\n\n# Pool\n>>> pool = b.tm.ltm.pools.pool.load(name='testpool')\n>>> poolstats = pool.stats.load()\n>>> for k, v in poolstats.entries['https://localhost/mgmt/tm/ltm/pool/testpool/~Common~testpool/stats']['nestedStats']['entries'].iteritems():\n... if v.get('description') != None:\n... print '%s: %s' % (k, v.get('description'))\n... elif v.get('value') != None:\n... print '%s: %s' % (k, v.get('value'))\n...\nconnqAll.ageMax: 0\nserverside.curConns: 0\nminActiveMembers: 0\nserverside.bitsIn: 90474272\nconnqAll.serviced: 0\nserverside.pktsIn: 181780\nmemberCnt: 1\nserverside.maxConns: 50\nconnq.depth: 0\nconnqAll.depth: 0\nconnqAll.ageHead: 0\ncurSessions: 0\nstatus.availabilityState: available\n
\n\n
A couple things to note here. You might think you could use the selfLink attribute instead of manually typing the entry ID, but the selfLink needs a little help. You can programmatically insert the ~Common~testpool in there and use that, but either way, to get to that list of items to iterate over is a chore! Another item of interest is that each stats field is a dictionary with a key of value or description, so that needs to be managed while pulling the values for storage or printing. At this point you must be thinking \"there's got to be a better way!\" Thankfully, there is.
\n\n
Using the Stats Utility
\n\n
The Stats utility is buried down deep in the utils directory tree in the handlers module. Once imported, you just wrap any of your stats method calls with that class. Focusing in on just the pool this time, that significantly cuts down the work necessary in your for loop:
\n\n
\n>>> from f5.utils.responses.handlers import Stats\n>>> pool = b.tm.ltm.pools.pool.load(name='testpool')\n>>> pool stats = Stats(pool.stats.load())\n>>> for k, v in poolstats.stat.iteritems():\n... if v.get('description') != None:\n... print '%s: %s' % (k, v.get('description'))\n... elif v.get('value') != None:\n... print '%s: %s' % (k, v.get('value'))\n...\n
\n\n
And voila, piece of cake!
\n\n
One final note before closing up shop: this doesn't quite work with pool members. The resulting json payload from a pool member stats query to the API are pretty buried. Using the sdk to grab the stats (without the Stats module):
You can see from this variable data in my IDE that the depth is well...very deep!
\n\n
\n\n
The development team still has some work to do to iron out the Stats class, particularly for subcollections like pool members, but for top level objects it’s a time/life-saver! Keep an eye on issue 1440 on GitHub for enhancements.
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","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"203","kudosSumWeight":0,"repliesCount":0,"postTime":"2018-06-12T13:47:08.000-07:00","lastPublishTime":"2023-06-05T13:02:23.137-07:00","metrics":{"__typename":"MessageMetrics","views":667},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"entityType":"TKB_REPLY","eventPath":"category:Articles/community:zihoc95639board:TechnicalArticles/message:278925/message:278926","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"ModerationData:moderation_data:278927":{"__typename":"ModerationData","id":"moderation_data:278927","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"TkbReplyMessage:message:278927":{"__typename":"TkbReplyMessage","author":{"__ref":"User:user:51154"},"id":"message:278927","revisionNum":1,"uid":278927,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Tkb:board:TechnicalArticles"},"parent":{"__ref":"TkbTopicMessage:message:278925"},"conversation":{"__ref":"Conversation:conversation:278925"},"subject":"Re: Getting started with the python SDK part 3: working with statistics","moderationData":{"__ref":"ModerationData:moderation_data:278927"},"body":"
You're jumping ahead! The next article is going to cover using the some of the request parameters!
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I´m curious to see as I´m using them often to limit the output or to hand over additional parameters.
\nCheers, Stephan
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","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"84","kudosSumWeight":0,"repliesCount":0,"postTime":"2018-06-14T16:59:39.000-07:00","lastPublishTime":"2018-06-14T16:59:39.000-07:00","metrics":{"__typename":"MessageMetrics","views":661},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"entityType":"TKB_REPLY","eventPath":"category:Articles/community:zihoc95639board:TechnicalArticles/message:278925/message:278929","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"ModerationData:moderation_data:278930":{"__typename":"ModerationData","id":"moderation_data:278930","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"TkbReplyMessage:message:278930":{"__typename":"TkbReplyMessage","author":{"__ref":"User:user:262512"},"id":"message:278930","revisionNum":1,"uid":278930,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Tkb:board:TechnicalArticles"},"parent":{"__ref":"TkbTopicMessage:message:278925"},"conversation":{"__ref":"Conversation:conversation:278925"},"subject":"Re: Getting started with the python SDK part 3: working with statistics","moderationData":{"__ref":"ModerationData:moderation_data:278930"},"body":"
Hi Jason, I will. Thanks for the notification. Cheers, Stephan
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Hi @falik2, I don't think your entire comment made it?
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This executes much slower than I would like it to, but at least I can get to the data now.
 
\n
I was after the number of server side connections, the availability state and enabled state values of each pool member.
 
\n\n
load the pool\np1 = mgmt.tm.ltm.pools.pool.load(name='TEST-POOL', partition='Common')\n\n get the pool members\nmembers = p1.members_s.get_collection()\n\n Iterate through each pool member\nfor member in members: \n load the pool member and stats for the member\n pm = p1.members_s.members.load(name=member.name, partition=\"Common\")\n pmstats = pm.stats.load()\n\n Get the selfLink to be used later.\n for k in pmstats.entries:\n selflink = k\n\n statentries will contain a list with the correct data\n statentries = pmstats.entries.get(selflink).get('nestedStats').get('entries')\n\n for i in statentries:\n Numbers entries contain information in 'value'\n Text entries contain information in 'description'\n if i == 'serverside.curConns':\n connections = statentries[i].get('value')\n\n if i == 'status.availabilityState':\n availability = statentries[i].get('description')\n\n if i == 'status.enabledState':\n enabled = statentries[i].get('description')\n\n print(\"{}, {:3}, {}, {}\".format(member.name, connections, availability, enabled))\n
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