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License: Apache License 2.0
A data-driven compute platform
License: Apache License 2.0
Soft state about the cluster configuration should be periodically checkpointed to S3 for recovery & sanity. This includes:
We currently assume implicitly that pods never die because we assign pod ids by incrementing the count of the current number of pods. This is bad, because we might have a situation in which a pod dies (say memory-pod-n
), so the count becomes n-1
. If we increment the count, we'll next create memory-pod-n
, which already exists and will fail.
Here is a problem about zeromqcpp.
In the laste version, we can see:
#ifdef ZMQ_CPP11
ZMQ_DEPRECATED("from 4.3.1, use recv taking a reference to message_t and recv_flags")
#endif
bool recv(message_t *msg_, int flags_
#ifndef ZMQ_CPP11
= 0
#endif
)
{
int nbytes = zmq_msg_recv(msg_->handle(), _handle, flags_);
if (nbytes >= 0)
return true;
if (zmq_errno() == EAGAIN)
return false;
throw error_t();
}
flags_ cannot be automaticlly set to be 0 when using "-std=c++11", and we need to pass 0 when calling recv.
However, in this way, the system cannot work right. It shows error like:
./build/kvs/client/cpp/terminate called after throwing an instance of 'zmq::error_t'
what(): Operation cannot be accomplished in current state
I am now trying another solutions is to use an older version of zeromqcpp and will update here.
Currently, all keys are gossipped under the same gossip period. Ideally, we should adjust the gossip frequency based on the access frequency. Hot keys will be gossipped more often and cold keys less often.
Currently, all data is stored in a last-writer-wins lattice by default. We should expose lattices that are already supported for other operations as well -- e.g., we might want to store a set of things, and that set should be able to be merged instead of being overridden as a stream of bits.
This has proven difficult/impossible. As a result, adding Anna lattice types requires recompilation, and potentially code changes.
Currently the system operates at either causal mode or non-causal mode.
Refactor the codebase so that it can support both with a single build.
When we spin up FaaS layer before the KVS, the scheduler will run into infinite recursion
error.
can't find scripts/build-kvs.sh
Hi, Riselab's researchers:
I see ur rc_pair_lattice.cpp
lattice merge function and generate_timestamp
function in ur common.hpp
, I see u just use max timestamp to decide whether needing replace current obj, eg. if a key have n replicas across several servers, one of them has been updated by a new value, but because of time gaps between these servers, maybe updated values's timestamp less than timestamps in other replicas, how can I decide to use which one in the future ?
so I have these question as follow:
CRDT
can resolve time gaps between several servers ?Dotted Version Vectors
or Vector Clock
as Conflict Resolution
? it's necessary ?Hi! I'm trying to build Fluent on my 2013 MacBook Pro running OS X 10.13.6, and I hit a problem once I get to flkvs-ring
:
Scanning dependencies of target flkvs-ring
[ 50%] Building CXX object kvs/src/hash_ring/CMakeFiles/flkvs-ring.dir/hash_ring.cpp.o
/Users/gamache/code/Appcues/fluent/kvs/src/hash_ring/hash_ring.cpp:184:12: error: no member named
'cerr' in namespace 'std'
std::cerr << "No servers have joined the cluster yet. Retrying request."
~~~~~^
/Users/gamache/code/Appcues/fluent/kvs/src/hash_ring/hash_ring.cpp:189:12: error: no member named
'cerr' in namespace 'std'
std::cerr
~~~~~^
2 errors generated.
make[2]: *** [kvs/src/hash_ring/CMakeFiles/flkvs-ring.dir/hash_ring.cpp.o] Error 1
make[1]: *** [kvs/src/hash_ring/CMakeFiles/flkvs-ring.dir/all] Error 2
make: *** [all] Error 2
gamache@silver-rocket:~/code/Appcues/fluent master be28a44
$ scripts/install-dependencies-osx.sh
Installing the following packages via homebrew:
* autoconf
* automake
* libtool
* build-essential
* unzip
* pkg-config
* wget
Updating Homebrew...
Warning: autoconf 2.69 is already installed and up-to-date
To reinstall 2.69, run `brew reinstall autoconf`
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To reinstall 2.4.6_1, run `brew reinstall libtool`
Warning: pkg-config 0.29.2 is already installed and up-to-date
To reinstall 0.29.2, run `brew reinstall pkg-config`
Error: automake 1.15.1 is already installed
To upgrade to 1.16.1_1, run `brew upgrade automake`
Error: wget 1.14 is already installed
To upgrade to 1.19.5, run `brew upgrade wget`
Installing cmake...
Installing lcov...
You might be asked for your password to install lcov...
--2018-09-26 19:23:41-- http://downloads.sourceforge.net/ltp/lcov-1.13.tar.gz
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Resolving astuteinternet.dl.sourceforge.net... 162.213.157.36
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2018-09-26 19:23:43 (404 KB/s) - ‘lcov-1.13.tar.gz’ saved [156709/156709]
Password:
Sorry, try again.
Password:
bin/install.sh bin/lcov /usr/local/bin/lcov -m 755
bin/install.sh bin/genhtml /usr/local/bin/genhtml -m 755
bin/install.sh bin/geninfo /usr/local/bin/geninfo -m 755
bin/install.sh bin/genpng /usr/local/bin/genpng -m 755
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bin/install.sh man/genhtml.1 /usr/local/share/man/man1/genhtml.1 -m 644
bin/install.sh man/geninfo.1 /usr/local/share/man/man1/geninfo.1 -m 644
bin/install.sh man/genpng.1 /usr/local/share/man/man1/genpng.1 -m 644
bin/install.sh man/gendesc.1 /usr/local/share/man/man1/gendesc.1 -m 644
bin/install.sh man/lcovrc.5 /usr/local/share/man/man5/lcovrc.5 -m 644
bin/install.sh lcovrc /usr/local/etc/lcovrc -m 644
bin/updateversion.pl /usr/local/bin/lcov 1.13 1 1.13
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Updating man page /usr/local/share/man/man1/genhtml.1
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bin/updateversion.pl /usr/local/share/man/man1/geninfo.1 1.13 1 1.13
Updating man page /usr/local/share/man/man1/geninfo.1
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Updating man page /usr/local/share/man/man1/genpng.1
Done.
bin/updateversion.pl /usr/local/share/man/man1/gendesc.1 1.13 1 1.13
Updating man page /usr/local/share/man/man1/gendesc.1
Done.
bin/updateversion.pl /usr/local/share/man/man5/lcovrc.5 1.13 1 1.13
Updating man page /usr/local/share/man/man5/lcovrc.5
Done.
/usr/local/bin/lcov
lcov: LCOV version 1.13
All dependencies installed!
gamache@silver-rocket:~/code/Appcues/fluent master be28a44
$ scripts/build-all.sh
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AR external/unity/libunity.a
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/Users/gamache/code/Appcues/fluent/kvs/src/hash_ring/hash_ring.cpp:184:12: error: no member named
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std::cerr << "No servers have joined the cluster yet. Retrying request."
~~~~~^
/Users/gamache/code/Appcues/fluent/kvs/src/hash_ring/hash_ring.cpp:189:12: error: no member named
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std::cerr
~~~~~^
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make[2]: *** [kvs/src/hash_ring/CMakeFiles/flkvs-ring.dir/hash_ring.cpp.o] Error 1
make[1]: *** [kvs/src/hash_ring/CMakeFiles/flkvs-ring.dir/all] Error 2
make: *** [all] Error 2
Thanks for any help!
When a change is merged to master
, we should build a Docker image and push to Dockerhub. We need to create a Dockerhub account for the project first before doing this as well.
fluent and anna is cool ,Is there a detailed document?
It’s hard to learn without documentation.
Motivation:
My should have a anna docker image,place how toe use thes docker?
Hi, riselab's researchers:
I have seen your kv write function, it's just a normal file i/o.
Anna can get high throughput but can't get similar compression rate like cassandra or scylla.
if I want to implement some LSM features in an Anna's actor thread, features as follows:
Like above, I need to use multi-thread in an Anna's actor threads, coordination in multi-threads will reduce Anna's actor throughput. Do you have any ideas for doing this?
What's more, I need really column storage to save a series of kvs, then I can use some algos to compress my data, such as simple8b, zigzag, snappy and so on. How can I achieve this in Anna?
When we have more than one scheduler, the scheduler will crash if it received a DAG call request from the client but the DAG info hasn't been gossiped to it yet.
All the run-time constants that the KVS relies on are now encapsulated in conf/kvs-config.yml
, which means that we don't need to recompile the server in order to change them. This is great, but the problem is that they are fixed in the Docker image, which means that we do need to rebuild the Docker image to change constants, which is just as silly.
Instead, we should allow users to specify a server configuration when the create_cluster.sh
script is called. Everything from this script would be coped into the run-time configuration. Note that we'd have to be careful of what's specified by Kubernetes and the bash scripts during cluster and node creation, but as long as we limit the conf file to only have things like node counts and replica counts, this should be fine. We should probably add a Python scripts that verifies the conf file before creating the cluster.
This will be particularly valuable when doing experiments.
We want to do this for a few reasons:
GET
requests can be transferred directly from the routing process to the server process for responsedo anyone know how to use them in spring or springboot or a website of tutorial?
very thanks!
Hi, I encounter a problem:
I pay attention on that the default compiler is clang.
Is it possible to use GNU g++ to compile this project, thus I can easily use it in my other projects?
I used to directly add the path of dependent libs to the CMake configuration files, and replace clang++ with g++ but failed.
Many thanks
I got cannot find /usr/local/lib/clang/6.0.0/lib/linux/libclang_rt.profile-x86_64.a
when building the repo in "Debug" mode
fluent/docs/getting-started-aws.md states that it requires NAME and KOPS... env vars
These env vars could
a) conflict with existing setups on a dev machine
b) If found without context they might not be identifiable to the code that uses them
Proposal:
Migrate these to a namespaced (and more descriptive) variable, say FLUENT_NAME or similar
Currently, we use numbers (1,2,3) to refer to tier IDs in the codebase. We should probably use Macros instead.
in getting-started.md
$ cd functions && python3 function_server.py
I can't find function_server.py , only have server.py in the directory.
When I use the command "python3 server.py" to start the script, I get errors as follows:
Traceback (most recent call last):
File "server.py", line 20, in
from benchmarks.server import *
File "/xxx/fluent-master/functions/benchmarks/server.py", line 7, in
from . import composition
File "/xxx/fluent-master/functions/benchmarks/composition.py", line 6, in
from include.functions_pb2 import *
Thanks!
Currently, durable PUT is implemented by letting the client issuing multiple PUT requests to servers that hold replicas. These servers, however, will again gossip the payload to each other, which is redundant. We should eliminate these gossips to improve performance.
There are a few places in which we could reduce metadata overheads:
this project not google/search-engine friendly (obviously to attract more contributor)
there's already a lot of project called fluent
or anna
suggestion: fluentkv
or fluentanna
i am trying to run fluentkvs and perform a query on it using the included python client it crashes on all get and put queries
# ./build/kvs/src/kvs/flkvs
No server type specified. The default behavior is to start the server in memory mode.
terminating with uncaught exception of type std::invalid_argument: stoi: no conversion
Aborted (core dumped)
#!bin/env python
from anna.client import AnnaClient
anna_client = AnnaClient("localhost",ip="127.0.0.1")
anna_client.get("a")
anna_client.put("1","2")
print("hello there")
Kubernetes contains a feature to auto-scale up/down the cluster based on defined metrics.
It might be worth exploring if this can be used (along with DaemonSets) to scale the cluster based on demand rather than using python scripts
https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale/
We currently rely on Kubernetes to detect when nodes or containers fail and to bring them back up, but our software doesn't do the right thing on top of that.
When a node fails, k8s detects that its failed and restarts it with the same IP it had before it failed. The restarted node announces itself to the rest of the cluster with the same IP it had previously. The problem is that this IP will not be re-inserted into the existing hash rings on other nodes because they think they already knew about it and are receiving a duplicate message for whatever reason (e.g., it's a rebroadcast around the network by a lagging node). This means that the restarted node will not receive any of the keys its responsible for.
We don't want to remove the check for an already-existing node because that might trigger a ton of unnecessary gossip around the network
There are two ways we can address this without forcing a ton of extra gossip, I think:
From @jhellerstein:
Be sure to separate failure detection discussion from failure recovery discussion. Also separate unexpected/transient failure from expected churn for cluster resizing.
Failure detection could be done in a couple of ways:
Goals for unexpected failure (put things back the way they were, quickly)
Goals for planned resizing:
Mechanisms:
When nodes are added or removed from the cluster, we incrementally repartition data by gossiping keys to the new sets of nodes responsible for them. However, we immediately change the hash ring to reflect the new cluster state. As a result, requests will sometimes be sent to an old node once the key has been gossiped to a new node or to a new node that hasn't yet received the key. The result is that the user gets a "key does not exist" error.
We probably want to maintain both the old and new hash rings, so we can appropriately forward a request to the right node when it is sent to the wrong one. (Of course, we should be careful about making sure we don't infinite loop between the two if a key actually doesn't exist.)
Joe also proposed something related to multiple hash rings, which change at different rates (à la LSM), but I don't completely understand how this would work.
The key value store currently only has a flat, global namespace. Hierarchical namespacing would be nice. We should also have privileged namespaces for things like system metadata, so that we don't have to rely on wonky key naming formats.
./scripts/install-dependencies-osx.sh
Installing the following packages via homebrew:
* autoconf
* automake
* libtool
* build-essential
* unzip
* pkg-config
* wget
Updating Homebrew...
Error: No available formula with the name "build-essential"
Warning: homebrew/core is shallow clone. To get complete history run:
git -C "$(brew --repo homebrew/core)" fetch --unshallow
Error: No previously deleted formula found.
Error: No similarly named formulae found.
==> Searching taps on GitHub...
Error: No formulae found in taps.
./scripts/install-dependencies-osx.sh: line 55: unexpected EOF while looking for matching `"'
./scripts/install-dependencies-osx.sh: line 56: syntax error: unexpected end of file
In docs link to function api is broken. Also, same on getting started
There's no reason to have to make REST requests to the kops pod. We should just use ZeroMQ for consistency.
The monitoring node fails with an uncaught exception on a call to stoi
. I assume this is because of the changes introduced in #22 with the rejoin count. I think it should be an easy fix once you track down where this is happening.
Anna is multi master system and need coordination-free merge function to implement replica consistency.
Each Anna actor repeatedly checks for incoming requests for puts and gets from client proxies, serves those requests, and appends results to a local change set, which tracks the key-value pair updated within a period of time (the multicast epoch).
Now, during the epoch, if this node failed, Anna has any method to prevent loss of update?
$ scripts/build-all.sh
-- The C compiler identification is GNU 8.1.1
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-- Check for working CXX compiler: /usr/bin/clang++ -- works
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-- Looking for pthread_create in pthread
-- Looking for pthread_create in pthread - found
-- Found Threads: TRUE
-- Found Protobuf: /usr/lib64/libprotobuf.so;-lpthread (found version "3.5.0")
-- Found Protobuf: /usr/lib64/libprotobuf.so;-lpthread;-lpthread (found version "3.5.0")
-- Downloading/updating googletest
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Scanning dependencies of target googletest-download
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Cloning into 'googletest-src'...
Note: checking out 'release-1.8.0'.
You are in 'detached HEAD' state. You can look around, make experimental
changes and commit them, and you can discard any commits you make in this
state without impacting any branches by performing another checkout.
If you want to create a new branch to retain commits you create, you may
do so (now or later) by using -b with the checkout command again. Example:
git checkout -b <new-branch-name>
HEAD is now at ec44c6c Merge pull request #821 from mazong1123/master
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-- Found PythonInterp: /bin/python (found version "2.7.15")
-- Found Protobuf: /usr/lib64/libprotobuf.so;-lpthread;-lpthread;-lpthread (found version "3.5.0")
-- Found Protobuf: /usr/lib64/libprotobuf.so;-lpthread;-lpthread;-lpthread;-lpthread (found version "3.5.0")
-- Configuring done
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-- Build files have been written to: /src/github.com/fluent-project/fluent/build
Scanning dependencies of target zeromq
Scanning dependencies of target zeromqcpp
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-- Downloading...
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timeout='none'
-- Using src='https://github.com/zeromq/libzmq/releases/download/v4.2.5/zeromq-4.2.5.tar.gz'
Cloning into 'zeromqcpp'...
-- Retrying...
-- Using src='https://github.com/zeromq/libzmq/releases/download/v4.2.5/zeromq-4.2.5.tar.gz'
-- [download 0% complete]
-- [download 1% complete]
-- [download 2% complete]
Already on 'master'
Your branch is up to date with 'origin/master'.
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[ 10%] Built target zeromqcpp
[ 11%] Running C++ protocol buffer compiler on ./include/proto/requests.proto
Scanning dependencies of target flproto
[ 12%] Building CXX object CMakeFiles/flproto.dir/requests.pb.cc.o
In file included from /src/github.com/fluent-project/fluent/build/requests.pb.cc:4:
/src/github.com/fluent-project/fluent/build/requests.pb.h:7:10: fatal error: 'string' file not found
#include <string>
^~~~~~~~
-- [download 5% complete]
1 error generated.
make[2]: *** [CMakeFiles/flproto.dir/build.make:71: CMakeFiles/flproto.dir/requests.pb.cc.o] Error 1
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make[1]: *** Waiting for unfinished jobs....
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-- extracting...
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dst='/src/github.com/fluent-project/fluent/build/vendor/zeromq/src/zeromq'
-- extracting... [tar xfz]
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make[3]: warning: jobserver unavailable: using -j1. Add '+' to parent make rule.
Making all in doc
CC external/unity/unity.o
AR external/unity/libunity.a
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CXX src/src_libzmq_la-tcp_connecter.lo
CXX src/src_libzmq_la-tcp_listener.lo
CXX src/src_libzmq_la-thread.lo
CXX src/src_libzmq_la-timers.lo
CXX src/src_libzmq_la-tipc_address.lo
CXX src/src_libzmq_la-tipc_connecter.lo
CXX src/src_libzmq_la-tipc_listener.lo
CXX src/src_libzmq_la-trie.lo
CXX src/src_libzmq_la-udp_address.lo
CXX src/src_libzmq_la-udp_engine.lo
CXX src/src_libzmq_la-v1_decoder.lo
CXX src/src_libzmq_la-v2_decoder.lo
CXX src/src_libzmq_la-v1_encoder.lo
CXX src/src_libzmq_la-v2_encoder.lo
CXX src/src_libzmq_la-vmci.lo
CXX src/src_libzmq_la-vmci_address.lo
CXX src/src_libzmq_la-vmci_connecter.lo
CXX src/src_libzmq_la-vmci_listener.lo
CXX src/src_libzmq_la-xpub.lo
CXX src/src_libzmq_la-xsub.lo
CXX src/src_libzmq_la-zmq.lo
CXX src/src_libzmq_la-zmq_utils.lo
CXX src/src_libzmq_la-decoder_allocators.lo
CXX src/src_libzmq_la-socket_poller.lo
CXX src/src_libzmq_la-zap_client.lo
CC src/src_libzmq_la-tweetnacl.lo
CXXLD src/libzmq.la
CXX tools/curve_keygen.o
CXXLD tools/curve_keygen
CXX perf/local_lat.o
CXXLD perf/local_lat
CXX perf/remote_lat.o
CXXLD perf/remote_lat
CXX perf/local_thr.o
CXXLD perf/local_thr
CXX perf/remote_thr.o
CXXLD perf/remote_thr
CXX perf/inproc_lat.o
CXXLD perf/inproc_lat
CXX perf/inproc_thr.o
CXXLD perf/inproc_thr
[ 16%] No install step for 'zeromq'
[ 17%] Completed 'zeromq'
[ 17%] Built target zeromq
make: *** [Makefile:130: all] Error 2
$ cmake --version
cmake version 3.11.2
CMake suite maintained and supported by Kitware (kitware.com/cmake).
Im running Fedora 28 x86-64.
The KVS server crashes at random intervals with a ZMQ error saying that an operation cannot be accomplished in the current state of some socket. This isn't a super useful error message, but my hunch is that this has to do with one of the REQ/REP
sockets (probably the func_nodes_requester
?) trying to send a message before receiving one, but I'm not sure.
There a bunch of system parameters that are configured in conf files and initialized as runtime variables, like the number of threads on a particular node type and the default replication factor. If we eventually want to make our policy engine pluggable and have privileged functions with access to system parameters, it would be nice if these were retrievable and modifiable from within the system.
While running this script, some source files turn out error, and the message is : no member named 'cerr' in namespace 'std'
It only can be build if I add the #include <iostream> in these files
os : mac high sierra 10.13.6
Currently, the responsible_*
and get_responsible_threads
methods return ServerThreadSet
objects, which are typedef
ed unordered_set
s. However, the hash ring is actually order-sensitive, and there are cases where we want to exploit that order. The example that prompted this issue was in the node_join_handler
in the server logic -- we want the first node to gossip lost data back to a rejoining node, but we can't figure out what the first node because we are getting an unordered data structure back. We should change this be a ServerThreadList
and use ordered data structures everywhere, ignoring the order when possible.
@cw75, you mentioned that you had hacked around this somewhere else in the code, but I can't find it at the moment. Please comment here saying where that is, because we would ideally like all the guardrails in the current call stack and shouldn't avoid them.
The current node removal scripts k8s/remove-node.sh
relies on an older version of the naming scheme for nodes. As a result, it doesn't actually do anything because it tries to delete nodes that don't actually exist.
Currently, the monitoring system runs single node single threaded, which could be a bottleneck when we increase the scale of the workload. We should make it multi-threaded and distributed!
Detected that this is a Fedora-based distribution.
No compiler is specified. Default compiler is clang++.
We currently are unable to support clang++ installation on Fedora distributions.
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