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2021-03-25stats: python vpp_stats rewrite to access stat segment directlyOle Troan1-296/+482
This module implement Python access to the VPP statistics segment. It accesses the data structures directly in shared memory. VPP uses optimistic locking, so data structures may change underneath us while we are reading. Data is copied out and it's important to spend as little time as possible "holding the lock". Counters are stored in VPP as a two dimensional array. Index by thread and index (typically sw_if_index). Simple counters count only packets, Combined counters count packets and octets. Counters can be accessed in either dimension. stat['/if/rx'] - returns 2D lists stat['/if/rx'][0] - returns counters for all interfaces for thread 0 stat['/if/rx'][0][1] - returns counter for interface 1 on thread 0 stat['/if/rx'][0][1]['packets'] - returns the packet counter for interface 1 on thread 0 stat['/if/rx'][:, 1] - returns the counters for interface 1 on all threads stat['/if/rx'][:, 1].packets() - returns the packet counters for interface 1 on all threads stat['/if/rx'][:, 1].sum_packets() - returns the sum of packet counters for interface 1 on all threads stat['/if/rx-miss'][:, 1].sum() - returns the sum of packet counters for interface 1 on all threads for simple counters Type: refactor Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: I1fe7f7c7d11378d06be8276db5e1900ecdb8f515 Signed-off-by: Ole Troan <ot@cisco.com>
2021-03-16api: allow specifying no timeoutKlement Sekera1-1/+1
This functionality is used in make test when DEBUG=gdb is used. Type: fix Signed-off-by: Klement Sekera <ksekera@cisco.com> Change-Id: I1339e6460aa624a3bcb4b03db46991590e126f92
2021-03-15tests: use socket transport instead of shared memoryOle Troan2-7/+2
Type: improvement Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: I9e65c94a5a05047a5104e9361ea36eac77b40442 Signed-off-by: Ole Troan <ot@cisco.com>
2021-02-15papi: add method to retrieve field optionsPaul Vinciguerra1-0/+9
Sample usage: cls.MEMIF_DEFAULT_BUFFER_SIZE = cls.vapi.vpp.get_field_options( 'memif_create', 'buffer_size')['default'] Type: improvement Change-Id: I298f4687623003a78c93a703d32f59a937e37bc2 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2021-02-09papi: expose vpp_papi version to clientPaul Vinciguerra1-0/+6
root@ae2a2e85c5d4:/vpp/src/vpp-api/python# python3 Python 3.6.9 (default, Oct 8 2020, 12:12:24) [GCC 8.4.0] on linux Type "help", "copyright", "credits" or "license" for more information. >>> import vpp_papi >>> vpp_papi.__version__ '1.6.2' Type: feature Change-Id: I73025427a58214a842245fceaa77daa7acd3e6f8 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2021-02-05papi: remove unused name from __all__Paul Vinciguerra1-1/+1
missed in https://gerrit.fd.io/r/c/vpp/+/30238 Type: fix Change-Id: I342868a77d7ca87896d97847ca6525ad1abcd1b6 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2020-12-18papi: remove import vpp_transport_socketPaul Vinciguerra1-2/+2
See discussion in: https://gerrit.fd.io/r/c/vpp/+/19472 Type: refactor Change-Id: Icbf686f615f13898d12fd211f68c3498d373a5d7 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2020-12-08papi: remove old client referencePaul Vinciguerra2-4/+1
deprecated in 3/19 Type: refactor Change-Id: Ia8eebaa0cd89d1e95166a62645400946d8db2f75 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2020-12-04papi: add support for enumflag part 1 of 2Paul Vinciguerra5-19/+160
Allow for papi to accept the new enumflag type. Change-Id: I8d8dc8fdb122e9a1b1881f5b2558635c75e4a299 Type: feature Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com> (cherry picked from commit 299abebe2942b4c78b85f9f3b8843f8213bf1efe)
2020-12-03papi: remove python2 patternsPaul Vinciguerra6-40/+18
Type: refactor Change-Id: I541759b4b788acf08599661eb9e7abc58e9283d2 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2020-12-03papi: allow client control over loggersPaul Vinciguerra6-8/+56
This change enables a client to set debug levels globally as well as individually. exposes loggers as vpp_papi vpp_papi.serializer vpp_papi.transport Type: improvement Change-Id: Ib6bd1a1f552b51a22c9fe3de819a5fb970963ae5 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2020-12-02papi: improve unit testabilityPaul Vinciguerra3-23/+133
refactor the code so that snippets of json can be used to test vpp_papi example unit test provided Type: improvement Change-Id: Ibec608fd2e5b12515aa4db17d85d4319134c22ea Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2020-12-02papi: fix copy/paste errorPaul Vinciguerra1-2/+2
Type: fix Change-Id: I8bd20fb38e132f6ab8cbc0e73095b649b5946498 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2020-11-17papi: remove dependency on aenumPaul Vinciguerra2-18/+2
remove the dependency on the aenum package which was used to provide Enum.IntFlag which is now available in the python stdlib. aenum is not provided as a .deb and causes issues in packaging. Type: fix Change-Id: Ie45ec2130a767345f0aad038451780a5ddc7e8db Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2020-10-07api: add heap alloc to vpp statsOle Troan2-1/+3
The Python VPP Stats module also used the VPP heap. Fix so it now explicitly allocates a heap. Fixes: f68fccfe7e188fec2c9f91da38ca9acf6f67d811 Type: fix Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: I0bd4ae64d6c89cdf634d8d9a91c23ab38017c5cc Signed-off-by: Ole Troan <ot@cisco.com>
2020-09-28api: remove clib_mem_init from vppapiclient contructorOle Troan1-1/+4
Having the constructor in the vppapiclient library led to conflicts with applications wanting to allocate their own heap. Note: Change of behaviour, applications that do not use a CLIB heap must now call vac_mem_init() before using any functions from vppapiclient. Type: fix Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: Ib155a54579ea5a0dbc26cb4b6daca1274e1dfdfa
2020-08-13stats: remove offsets on vpp sideOle Troan1-5/+4
Represent pointers directly in shared memory and require clients to adjust for shared memory segment being mapped at different base address. Deprecated: stat_segment_pointer() / stat_segment_offset() Added: stat_segment_adjust() Bumped the stat segment version to 2. Type: refactor Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: I33e756187b8903b45dcd353e6c1a101b7a4acb79
2020-08-11papi: allow unknown address familyOle Troan2-10/+71
In unions all representations of the union are decoded. Which means trying to decode something that isn't an address might have invalid address family types. Type: fix Ticket: VPP-1884 Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: Id3381ef8cc885952c1eb488ebc70e276eaceb366
2020-05-25api: add new stream message conventionOle Troan1-14/+36
Instead of having to wrap dump/detail calls in control ping, send details messages in between a normal reply / request pair. As expressed in the below service statement. Example: service { rpc map_domains_gets returns map_domains_get_reply stream map_domain_details; }; define map_domains_get { u32 client_index; u32 context; u32 cursor; }; define map_domains_get_reply { u32 context; i32 retval; u32 cursor; }; To avoid blocking the main thread for too long, the replies are now sent in client message queue size chunks. The reply message returns VNET_API_ERROR_EAGAIN when there is more to read. The API handler must also include a "cursor" that is used to the next call to the get function. API handler example: REPLY_AND_DETAILS_MACRO (VL_API_MAP_DOMAINS_GET_REPLY, mm->domains, ({ send_domain_details (cursor, rp, mp->context); })); The macro starts from cursor and iterates through the pool until vl_api_process_may_suspend() returns true or the iteration reaches the end of the list. Client Example: cursor = 0 d = [] while True: rv, details = map_domains_get(cursor=cursor) d += details if rv.retval == 0 or rv.retval != -165: break cursor = rv.cursor or the convenience iterator: for x in vpp.details_iter(vpp.api.map_domains_get): pass or list(details_iter(map_domains_get)) Change-Id: Iad9f6b41b0ef886adb584c97708dd91cf552749e Type: feature Signed-off-by: Ole Troan <ot@cisco.com>
2020-05-15misc: fix ubuntu 20.04 python depsDamjan Marion1-1/+5
Type: fix Change-Id: I9cdfbffd6333d090f970422bf047aaa90c1e4c65 Signed-off-by: Damjan Marion <damarion@cisco.com>
2020-05-08papi: use python3 for papi installOle Troan1-1/+1
Breaks on Ubuntu 20.04 otherwise. Type: fix Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: I407215a03948d6e49152ee97099539bb625c12ef
2020-04-28tests: implement ipaddress convenience methodsPaul Vinciguerra2-1/+34
Add vpp specific properties to ip addresses for use in the api. .vapi_af -- returns [ADDRESS_IP4, ADDRESS_IP6] .vapi_af_name -- returns the string ['ip4', 'ip6'] Update tests to demonstrate usage. Type: feature Change-Id: I43447a1522769d99f89debdc714c51700068d771 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2019-12-19papi: lazily initialize stats clientPaul Vinciguerra1-5/+25
remove wait-loop on stats socket from test framework. Type: refactor Change-Id: I5bb95a7c597707a87f9d9a471215c4b4af1a2280 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2019-12-05papi: add call statsOle Troan1-1/+23
Type: feature Change-Id: Ic6d44122d3e62e09402e3f1946f7e57e9b5e7c5f Signed-off-by: Ole Troan <ot@cisco.com>
2019-12-03papi: add a per-call _timeout optionPaul Vinciguerra3-8/+14
add the ability to override the default timeout value on a per-call basis. Use: rv = self.vapi.papi.cli_inband(cmd='wait 10', _timeout=15) Type: feature Change-Id: Ia90a58586a1f63e02118599a2a4b7141e5a0b90d Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2019-11-27papi: fix typo in reprPaul Vinciguerra1-1/+1
Reported by Vratko's review. (Thanks for the review) Fixes: 14b0b4791c0b8c886e7b5c9ca667d060f0bada0b Type: fix Change-Id: I9c080c0c40060cc77977e76edae03d60eb393ce2 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2019-11-24papi: fix papi default handlingOle Troan1-17/+18
Type: fix Change-Id: I91063e2096fb09c34898a611184c8381fccdb333 Signed-off-by: Ole Troan <ot@cisco.com>
2019-11-24papi: add missing base types to serializerPaul Vinciguerra1-2/+4
File "/vpp/src/vpp-api/python/vpp_papi/vpp_serializer.py", line 512, in __init__ 'Unknown message type {}'.format(f_type)) vpp_papi.vpp_serializer.VPPSerializerValueError: Unknown message type i16 Type: fix Change-Id: Ibf73dc8df90153db586afe614e47be49739bac2f Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2019-11-23papi: add repr to packer types for troubleshootingPaul Vinciguerra1-0/+47
Type: feature Change-Id: Id3cd89eca0deddb70f506239f9d0543fc28cf7f4 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2019-11-22papi: support default for type alias decaying to basetypeOle Troan1-18/+63
Add PAPI support for VppTypeAlias decaying to BaseType. E.g vl_api_interface_index_t sw_if_index [default=0xffffffff] Type: feature Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: I2061392157c9c11fbb0ff9e5406ea65489b017e9
2019-11-13papi: enhance MACAddress() equalityPaul Vinciguerra1-1/+7
Allows for comparison without needing str(MACAddress()) Traceback (most recent call last): File "/vpp/test/test_ip6.py", line 1074, in test_icmpv6_echo self.assertEqual(ether.dst, self.pg0.remote_mac) AssertionError: '02:01:00:00:ff:02' != MACAddress(02:01:00:00:ff:02) Type: feature Change-Id: Ife1cbfc74d477695d15b33a19da7dd2fa241a348 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2019-11-12papi: add wrapper to validate crc manifestOle Troan1-0/+28
If a client application is built against 19.08, it can dump the "manifest" of API signatures. Either the all APIs (--dump) or the APIs it is interested in (--dumpfiltered). When the developers of said client application wants to verify that it works with VPP 20.01. It can connect to VPP and --validate the old mainfest file, and will be told a list of messages (both request and reply) that has changed. import argparse from vpp_papi import VPP import sys import argparse parser = argparse.ArgumentParser() group = parser.add_mutually_exclusive_group() group.add_argument("--dump", action="store_true") group.add_argument("--dumpfiltered", action="store_true") group.add_argument("--validate", action="store_true") args = parser.parse_args() vpp = VPP(use_socket=True) vpp.connect(name='apimanifest') if args.validate: # Verify manifest message_table = eval(sys.stdin.read()) missing = vpp.validate_message_table(message_table) print ('Changed message signatures: {}'.format(missing)) elif args.dump: # Output manifest to stdout print('{}'.format(vpp.dump_message_table())) elif args.dumpfiltered: # Output manifest to stdout filterlist = eval(sys.stdin.read()) print('{}'.format(vpp.dump_message_table_filtered(filterlist))) vpp.disconnect() Type: feature Change-Id: I7e708b36f599ed88e4864970c8593cc2fe5fbf61 Signed-off-by: Ole Troan <ot@cisco.com>
2019-11-05misc: Fix python scripts shebang lineRenato Botelho do Couto4-4/+4
Type: fix Since CentOS 8, RPM build script doesn't accept '#!/usr/bin/env python' as a valid shebang line. It requires scripts to explicitly chose between python2 or python3. Change all to use python3 as suggested by Paul Vinciguerra. Depends-On: https://gerrit.fd.io/r/23170 Signed-off-by: Renato Botelho do Couto <renato@netgate.com> Change-Id: Ie72af9f60fd0609e07f05b70f8d96e738b2754d1
2019-10-23papi: fix default handlingOle Troan2-40/+51
The BaseTypers object were reused, so a default for anyother mesage would be inherited in new messages. Type: fix Fixes: 85465588b18fef9c4712f864f512e00741e2d4f2 Change-Id: Ie1efb85a76b088653eb9ea4b88540c98b6b0aad0 Signed-off-by: Ole Troan <ot@cisco.com>
2019-10-21bier: tests support python3Ole Troan1-8/+9
Type: fix Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: I3cf5295f1a85579a66ba38ca1f74678b45474959
2019-10-18ipsec: make tests support python3Ole Troan1-2/+6
Type: fix Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: I3255702e7c562c8d04a91a095e245756c6443a9e
2019-10-14papi: fix socket sendall callsVratko Polak1-4/+6
No point in checking the return value, as .sendall() raises on error (and the previous check was missing "not"). Type: fix Change-Id: I9e07709ddd7093f91ffef87808abbab264b8aa5a Signed-off-by: Vratko Polak <vrpolak@cisco.com>
2019-10-11papi: harden socket handlingVratko Polak1-18/+24
In the previous implementation of socket transport for PAPI, socket methods .send and .recv_into were used. But they are not guaranteed to send/receive all the data for the full message. The receive part contained a loop, but it handled only the main message, not the header. This patch replaces .send with .sendall and uses newly defined _read_fixed method. Also, removed Paul from maintainers, as he is not active much, lately. Type: fix Change-Id: Iae1a68bf8f9e666856b7c7d62ebfe22defc5dfe1 Signed-off-by: Vratko Polak <vrpolak@cisco.com>
2019-10-09papi: introduce read_blockingVratko Polak1-3/+29
Previously, self.transport.q got the messages (at least for socket transport), stored in the encoded (packed) form. In order to avoid accessing internals for async reads, a new method is introduced, to perform blocking reads of decoded (unpacked) messages. The method is also used in _call_vpp(), so sync and async reads are kept compatible. Type: feature Change-Id: Id49792dfa57c00b1a14a198031c5398d09a9ba20 Signed-off-by: Vratko Polak <vrpolak@cisco.com>
2019-09-25papi: truncate long logger messagesKlement Sekera1-1/+4
Dumping whole cli_inband output causes huge unformatted messages written to logger, so truncate these to avoid that. Type: fix Change-Id: I59565a98e3595cbfe4971cc346e104cb198d8f24 Signed-off-by: Klement Sekera <ksekera@cisco.com>
2019-09-19api: split vl_api_prefix into twoOle Troan3-4/+182
One type for address with prefix and one type for prefix. Type: fix Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: Icfec51d9b7d5cde1d69fbecdd97498688ab7b295 Signed-off-by: Ole Troan <ot@cisco.com> Signed-off-by: Klement Sekera <ksekera@cisco.com> Signed-off-by: Ole Troan <ot@cisco.com>
2019-09-16api: autogenerate api trace print/endianOle Troan1-2/+2
In addition to the external vppapitrace tool, VPP itself supports dumping of API trace files. In two formats, "custom-dump" and "dump". "dump" gives a human friendly list, and "custom-dump" is meant to give a list of commands that can be fed to VAT. This patch only deals with "dump". Prior to this fix, auto-generation was only done for the basic types. This fix adds support for any type, including lists, and supports pretty-printing of enums, strings, IP addresses, MAC addresses and so on. Usage: api trace dump <api-trace-file> For example Change-Id: I4e485680e6dcfce7489299ae6cf31d835071ac40 ---------- trace 48 ----------- vl_api_sw_interface_set_flags_t: _vl_msg_id: 75 client_index: 0 context: 10 sw_if_index: 1 flags: IF_STATUS_API_FLAG_ADMIN_UP ---------- trace 49 ----------- vl_api_sw_interface_add_del_address_t: _vl_msg_id: 88 client_index: 0 context: 11 sw_if_index: 1 is_add: 1 del_all: 0 prefix: 172.16.1.1/24 ---------- trace 51 ----------- vl_api_cli_inband_t: _vl_msg_id: 819 client_index: 0 context: 13 cmd: packet-generator capture pg0 pcap /tmp/vpp-unittest-TestMAP-YhcmDX/pg0_out.pcap disable ---------- trace 58 ----------- vl_api_ip_neighbor_add_del_t: _vl_msg_id: 199 client_index: 0 context: 20 is_add: 1 neighbor: sw_if_index: 2 flags: IP_API_NEIGHBOR_FLAG_NONE mac_address: 0202.0000.ff02 ip_address: fd01:2::2 Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: I5556d06008de2762e7c2d35a8b0963ae670b3db1 Type: fix Signed-off-by: Ole Troan <ot@cisco.com> Signed-off-by: Ole Troan <ot@cisco.com> Signed-off-by: Ole Troan <ot@cisco.com> Signed-off-by: Ole Troan <ot@cisco.com> Signed-off-by: Ole Troan <ot@cisco.com> Signed-off-by: Ole Troan <ot@cisco.com> Signed-off-by: Ole Troan <ot@cisco.com> Signed-off-by: Ole Troan <ot@cisco.com>
2019-09-10papi: let async calls return contextVratko Polak1-1/+6
Callback receives "reply" messages containing context, but previously there was no easy way to get the automatically generated context value of the originally sent "command" message. With this, the caller can store the contexts, so the callback knows which command got replied to. Type: feature Change-Id: I58ca812d20b03916f74096c396126710115a747c Signed-off-by: Vratko Polak <vrpolak@cisco.com>
2019-09-04api: memclnt api use string type.Ole Troan3-6/+6
Type: fix Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: Idad79286b7730c8e85202c4b8e675ea50f8bbc48 Signed-off-by: Ole Troan <ot@cisco.com>
2019-09-03api: enforce vla is last and fixed string typeOle Troan2-16/+70
Enforce that variable length fields are the last element of API messages. Add a 'fixed' version of string type, since dealing with multiple variable length strings turned out too painful for the C language bindings. The string type is now: { string name[64]; // NUL terminated C-string. Essentially decays to u8 name[64] string name[]; // Variable length string with embedded len field (vl_api_string_t) }; The latter notation could be made available to other types as well. e.g. { vl_api_address_t addresses[]; } instead of { u32 n_addr; vl_api_address_t addresses[n_addr]; }; Type: fix Change-Id: I18fa17ef47227633752ab50453e8d20a652a9f9b Signed-off-by: Ole Troan <ot@cisco.com>
2019-08-09stats: create /run/vpp before stat socket bind()YohanPipereau1-1/+1
When VPP tries to bind to stats.sock it will complain about non-existing /run/vpp directory. /run/vpp is created before cli socket operations are performed. The same should be done for stat socket. Ticket: VPP-1708 Type: fix Change-Id: I53d70939c8125d04a365ac51a6cbf8926dc52adf Signed-off-by: YohanPipereau <ypiperea@cisco.com> Signed-off-by: Ole Troan <ot@cisco.com>
2019-08-08api: vppapitrace JSON/API trace converterOle Troan2-141/+153
usage: vppapitrace.py [-h] [--debug] [--apidir APIDIR] {convert,replay} ... optional arguments: -h, --help show this help message and exit --debug enable debug mode --apidir APIDIR Location of JSON API definitions subcommands: valid subcommands {convert,replay} additional help convert Convert API trace to JSON or Python and back replay Replay messages to running VPP instance To convert an API trace file to JSON: vppapitrace convert /tmp/api.trace trace.json To convert an (edited) JSON file back to API trace for replay: vppapitrace convert trace.json api-edited.trace To generate a Python file that can be replayed: vppapitrace convert /tmp/api.trace trace.py vppapitrace convert trace.json trace.py Replay it to a running VPP instance: vppapitrace replay --socket /tmp/api.trace In VPP that file can be replayed with: vpp# api trace replay api-edited.trace This patch also modifies the API binary trace format, to include the message id to message name table. Change-Id: Ie6441efb53c1c93c9f778f6ae9c1758bccc8dd87 Type: refactor Signed-off-by: Ole Troan <ot@cisco.com>
2019-08-08api: api socket respect unix runtime directoryOle Troan1-1/+1
socksvr {} should respect the unix runtime directory. Default is now /run/vpp/api.sock The 'default' keyword is deprecated. The user is responsible for creating directories outside of the unix runtime directory. Not yet done: Exit VPP when socket cannot be opened. (currently only process exits). Type: fix Signed-off-by: Ole Troan <ot@cisco.com> Change-Id: I6dd66ed58a3d7e02674dfa16d72c1d7bba07b79e
2019-07-31api papi: add alias for timestamp(datetime)/timedeltaPaul Vinciguerra1-1/+8
Now that we have support for f64: - create explicit types for timestamp(datetime)/timedelta - update log_details to use timestamp and remove redundant string representation. If you need the string representation, in python do str(timestamp). If you prefer the raw f64 value, the client can pass in the _no_type_conversion option. Type: feature Change-Id: I547b5fa7122d2afa12628b7db0192c23babbbae8 Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>
2019-07-24papi: add additional types to vpp_serializerPaul Vinciguerra1-0/+3
vppapigen supports additional types not handled by the papi seializer. This adds the types for the sake of parity. Change-Id: Id8efad7f169b5023879935575ace2cc3e9c291d4 Type: feature Signed-off-by: Paul Vinciguerra <pvinci@vinciconsulting.com>