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def leaky_relu(features, alpha=0.2, name=None):
"""Compute the Leaky ReLU activation function.
Source: [Rectifier Nonlinearities Improve Neural Network Acoustic Models.
AL Maas, AY Hannun, AY Ng - Proc. ICML, 2013]
(https://ai.stanford.edu/~
Community Discussions
Trending Discussions on MaaS
QUESTION
For some reason, Liquibase is running sql file twice, I do not understand why:
...ANSWER
Answered 2021-May-04 at 16:42Ok, the problem was that the folder sqlFiles
was under
"path": "classpath:/db/changesets"
and that caused it to run the same SQL file twice. Once from the changelog and once as an independent SQL file.
QUESTION
select CONCAT(P.ad,'',p.soyad),P.personel_no,
sum(P.maas) as toplammaas,(SELECT P.maas-P.prim FROM personel)
from personel AS P
group by p.personel_no,concat(P.ad,'',p.soyad)
...ANSWER
Answered 2021-Jan-25 at 20:56You don't need that subquery. You can do simple arithmetic directly in your SELECT clause.
QUESTION
I am running a Spark job on kubernetes, and with larger amounts of data, I frequently get "Executor lost", and executors are being killed, with jobs failing. I already did a kubectl logs -f
on all the executor pods running, but I never see any exception being thrown (I'd expect something like OutOfMemoryError
or the like). The pods just stop calculating out of a sudden, and are then directly removed, so they don't even stay in Error
state to be able to dig around and troubleshoot. They just disappear.
How should I troubleshoot this? It seems to me that Kubernetes itself kills the pods because I think they exceed some boundaries, but to my understanding, the pods then should be in Evicted
state (or shouldn't they?)
It seems to be related to memory usage because when I turn up spark.executor.memory
my job runs to completion (but then with much less executors resulting in much lower speed).
When running the job with local[*]
as the master it runs to completion even with much lower memory settings.
I started the job with only one executor and did a kubectl logs -f
on the executor pod, and watched the output of the driver (running in client mode). First, there is the "Executor lost" message on the driver, then the executor pod just exits with no exception or error message whatsoever.
When the executor dies, the log of the driver looks like this:
...ANSWER
Answered 2020-Nov-11 at 09:22The Followup 4 was the answer. I ran the job again with kubectl get pod -w
and I saw the executor pods getting OOMKilled
. I am now running with spark.kubernetes.memoryOverheadFactor=0.5
and spark.memory.fraction=0.2
, adjusting spark.executor.memory
so high it barely starts one executor per node, and I set spark.executor.cores
to the number of cores per node minus 1. That way, it runs.
I also tweaked my algorithm because it had a large partition skew and has to do some calculations that cannot easily be parallelized which caused a LOT of shuffling.
QUESTION
I am trying to build a Discord Economy Bot and I am trying to dynamically give a user-specified amount of money to all members who have the mentioned role. When I run my code, no errors show. However, money isn't added to each member.
Example command: e!maasyatir @role xmoney
ANSWER
Answered 2020-Oct-03 at 00:33You'll probably want to go through all users with the role and then add the money to each user.
QUESTION
Thread 1: Fatal error: Unexpectedly found nil while implicitly unwrapping an Optional value.
That is the error that i get, i get the error at: mapView.addAnnotation(annotations). I really don't know what to do about it. i work in swift with a tablet menu and this is the firstviewcontroller. Please someone help me out. here is the code i have written:
...ANSWER
Answered 2020-Sep-17 at 18:58Reconnect the '@IBOutlet weak var mapView: MKMapView!'. Delete that line, then drag to reconnect it from the view in the storyboard to your code.
QUESTION
We've been running an OpenStack environment for the last 2 and a half years with a few hiccups along the way, but mostly with little downtime. Recently we've been trying to add a new piece of hardware to the stack as a nova-compute node to provide more CPU cores and RAM to our VMs. Unfortunately, for some reason, the install is not going well.
We're running Xenial/Queens with JuJu and MaaS for deployment/provisioning. We were running Xenial/Pike until December when we upgraded. We're starting to suspect that the upgrade to Queens is what's causing the trouble as we were able to add new hardware before the upgrade. We even went as far as removing one of our existing machines that was acting as a nova-compute node and tried adding it back to the stack and it too is now exhibiting the same problems as our new hardware.
The root cause of the problems seems to be with the neutron-openvswitch application. When we install the nova-compute charm via JuJu everything seems to go smoothly up until the (automatic) installation/configuration of the subordinate neutron-openvswitch charm. While watching the logs at a certain point during the install connectivity on our OpenStack admin network (10.10.30.0/24 on eno1) is lost. We're able to force the installation to proceed a bit further by adding a second connection on eno2 (a different external network), but the loss of connectivity on eno1 remains and the compute service isn't able to communicate with the rest of the stack.
Looking at our other compute nodes in the stack that are functional, it looks like the admin network bridge (br-eno1) is not being created by the neutron-openvswitch charm. Some part of the process looks like it's taking down eno1 in preparation of creating the bridge, but then fails, leaving the machine unable to communicate on that interface with the rest of the stack.
None of our configuration has changed since the upgrade to Queens, but perhaps there is some deprecation or change to the default configuration that came along with the Pike -> Queens upgrade we are unaware of? We've read through the release notes but can't seem to find anything that would explain this behavior.
Any help would be greatly appreciated. I'm including a few segments of log files I think are relevant below but can provide anything else that might be needed. Thanks in advance!
Broken server ifconfig
...ANSWER
Answered 2020-Aug-19 at 20:46SOLVED!
It turns out that after the upgrade to Queens JuJu was handing out a bad network config to this server. In addition, the OpenVSwitch install was assigning eno1 to br-data instead of creating br-eno1 like on my other servers. The steps to resolve the problem were:
- Remove eno1 from the br-data bridge:
ovs-vsctl del-port br-data eno1
- Copy the functional config from another working server to this servers
/etc/network/interfaces
file and comment out the line that reads the (busted) cloud config file from/etc/network/interface.d/50-cloud-init.cfg
- Update the IPs in the new interfaces file to those found in
ifconfig
for the eno1 and eno2 interfaces - Reboot
- Profit
I don't yet know exactly what caused JuJu to stop sending a proper network config after the upgrade.
My final interfaces file looked like this. Anyone else copying this file will of course have to change all of their IPs.
QUESTION
I have deployed openstack/base on MaaS as indicated here. After I tried to deploy charmed-kubernetes with an openstack-integrator and vault overlay, I cannot perform openstackclient commands on the maas node and the images uploaded to the dashboard are not recognized, that means, the ubuntu charms cannot be deployed. When I do, for example,
openstack catalog list
I get
Failed to discover available identity versions when contacting https://keystone_ip:5000/v3. Attempting to parse version from URL. SSL exception connecting to https://keystone_ip:5000/v3/auth/tokens: HTTPSConnectionPool(host='keystone_ip', port=5000): Max retries exceeded with url: /v3/auth/tokens (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1108)')))
However, when I ssh into the keystone container, there is a keystone_juju_ca_cert.crt which has as
Issuer: CN = Vault Root Certificate Authority (charm-pki-local)
and as
Subject: CN = Vault Root Certificate Authority (charm-pki-local)
I have also tried to reissue the certificates and refresh the secrets through actions in the vault application, but to no avail.
Can somobody help me here ?
...ANSWER
Answered 2020-May-26 at 20:50I don't know anything about juju or openstack, but it looks to me like the problem isn't on the keystone container, but on your local machine (or wherever you are running this openstack catalog list
command. The local machine doesn't appear to have the charm-pki-local
CA certificate installed, so it can't verify the connection to the keystone server.
QUESTION
I have the following setup:
Openstack Stein installed with:
- VMA is 1 VM that has installed a MAAS 2.7.0 server and JUJU 2.7.6-bionic-amd64
- VMB is 1 VM to be used as a JUJU controller
I commissioned the VMB onto the MAAS server on VMA and it is now waiting to bed deployed.
Now when I'm trying to bootstrap a JUJU controller in the VMB I have this error:
...ANSWER
Answered 2020-May-05 at 17:24Looks like the juju cli is trying to bootstrap a machine with the default constraint of 3.5GB of memory.
Your commissioned (ready) machine only has 3.4GB of memory, so when MAAS looks for an available machine matching the machine spec from the juju cli it's saying that it can't find a match.
You should be able to get away with bootstrapping the machine with a memory constraint smaller than what's available in MAAS.
QUESTION
In my parent pom I have updated dependency to:
...ANSWER
Answered 2020-Apr-15 at 14:54I have added this property to my application-TEST.properties
:
QUESTION
I have a script that output logs every 30 minutes, this logs are appended to a file that store all logs, then I filter the logs that contains 'Maas" string and store those logs to another file.
...ANSWER
Answered 2020-Apr-02 at 07:33You could do something like that:
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