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Flowgrind is an advanced TCP traffic generator for testing and benchmarking Linux, FreeBSD, and Mac OS X TCP/IP stacks. In contrast to similar tools like iperf or netperf it features a distributed architecture, where throughput and other metrics are measured between arbitrary flowgrind server processes.
- Website: flowgrind.github.io
- Issues: GitHub Issues
- API documentation: Doxygen
Flowgrind is an advanced TCP traffic generator for testing and benchmarking Linux, FreeBSD, and Mac OS X TCP/IP stacks. In contrast to similar tools like iperf or netperf it features a distributed architecture, where throughput and other metrics are measured between arbitrary flowgrind server processes. My Mac mini is noticeably slower at times even with a quad core i3. It’s not bad, but again it is noticeable vs Catalina. I think it was released too early before all the big bugs were fixed. Probably because Apple wanted to get it out with the M1 Mac’s and if they held back Big Sur the M1 Mac’s would probably have been delayed as well. GPG Signature: The source code to this release has been signed by Sam Lantinga. You can get the public key from any keyserver with the key id 0xA7763BE6, or directly from Sam's home page: slouken-pubkey.asc The public key fingerprint should be.
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Flowgrind measures besides goodput (throughput), the application layer interarrival time (IAT) and round-trip time (RTT), blockcount and network transactions/s. Unlike most cross-platform testing tools, flowgrind can output some transport layer information, which are usually internal to the TCP/IP stack. For example, on Linux and FreeBSD this includes among others the kernel's estimation of the end-to-end RTT, the size of the TCP congestion window (CWND) and slow start threshold (SSTHRESH).
Flowgrind has a distributed architecture. It is split into two components: the flowgrind daemon and the flowgrind controller. Using the controller, flows between any two systems running the flowgrind daemon can be setup (third party tests). At regular intervals during the test the controller collects and displays the measured results from the daemons. It can run multiple flows at once with the same or different settings and individually schedule every one. Test and control connection can optionally be diverted to different interfaces.
The traffic generation itself is either bulk transfer, rate-limited, or sophisticated request/response tests. Flowgrind uses libpcap to automatically dump traffic for qualitative analysis.
Flowgrind builds cleanly on Linux, FreeBSD, and Mac OS X. Other operating systems are currently not planned to be supported. Flowgrind expects libxmlrpc-c
to be available. Additionally, for the optional advanced traffic generation and automatic dump support libgsl
an libpcap
should be installed.
Flowgrind is built using GNU autotools on all supported platforms. You can build it using the following commands:
If you download a flowgrind release, the first step (autoreconf -i) is not needed. For more information see the INSTALL file.
- Start
flowgrindd
on all machines that should be the endpoint of a flow. - Execute
flowgrind
on some machine (not necessarily one of the endpoints) with the host names of the endpoints passed through the -H option.
Assume we have 4 machines, host0, host1, host2 and host3 and flowgrind has been installed on all of them. We want to measure flows from host1 to host2 and from host1 to host3 in parallel, controlled from host0. First, we start flowgrindd
on host1 to host3. On host0 we execute:
In order to not influence the test connection with control traffic, flowgrind allows to setup the RPC control connection over a different interface. A typical scenario would be to test a WiFi connection and run the control traffic over a wired connection.
Assume two machines running flowgrindd
, each having two network adapters, one wired, one wireless. We run flowgrind
on a machine that is connected by wire to the test machines. First machine has addresses 10.0.0.1 and 192.168.0.1, the other has addresses 10.0.0.2 and 192.168.0.1. So our host argument will be this:
In words: test from 192.168.0.1 to 192.168.0.2 on the nodes identified by 10.0.0.1 and 10.0.0.2 respectively.
With IPv4 address pool exhaustion imminent, enterprise and cellular providers are increasingly deploying IPv6 DNS64 and NAT64 networks. A DNS64/NAT64 network is an IPv6-only network that continues to provide access to IPv4 content through translation. Depending on the nature of your app, the transition has different implications:
If you’re writing a client-side app using high-level networking APIs such as
NSURLSession
and the CFNetwork frameworks and you connect by name, you should not need to change anything for your app to work with IPv6 addresses. If you aren’t connecting by name, you probably should be. See Avoid Resolving DNS Names Before Connecting to a Host to learn how. For information on CFNetwork, see CFNetwork Framework Reference.If you’re writing a server-side app or other low-level networking app, you need to make sure your socket code works correctly with both IPv4 and IPv6 addresses. Refer to RFC4038: Application Aspects of IPv6 Transition.
What’s Driving IPv6 Adoption
Major network service providers, including major cellular carriers in the the United States, are actively promoting and deploying IPv6. This is due to a variety of factors.
Note: World IPv6 Launch is an organization that tracks deployment activity at a global scale. To see recent trends, visit the World IPv6 Launch website.
IPv4 Address Depletion
For decades, the world has known that IPv4 addresses would eventually be depleted. Technologies such as Classless Inter-Domain Routing (CIDR) and network address translation (NAT) helped delay the inevitable. However, on January 31, 2011, the top-level pool of Internet Assigned Numbers Authority (IANA) IPv4 addresses was officially exhausted. The American Registry for Internet Numbers (ARIN) is projected to run out of IPv4 addresses in the summer of 2015—a countdown is available here.
IPv6 More Efficient than IPv4
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Aside from solving for the IPv4 depletion problem, IPv6 is more efficient than IPv4. For example, IPv6:
Avoids the need for network address translation (NAT)
Provides faster routing through the network by using simplified headers
Prevents network fragmentation
Avoids broadcasting for neighbor address resolution
4G Deployment
The fourth generation of mobile telecommunication technology (4G) is based on packet switching only. Due to the limited supply of IPv4 addresses, IPv6 support is required in order for 4G deployment to be scalable.
Multimedia Service Compatibility
IP Multimedia Core Network Subsystem (IMS) allows services such as multimedia SMS messaging and Voice over LTE (VoLTE) to be delivered over IP. The IMS used by some service providers is compatible with IPv6 only.
Cost
Service providers incur additional operational and administrative costs by continuing to support the legacy IPv4 network while the industry continues migrating to IPv6.
DNS64/NAT64 Transitional Workflow
To help slow the depletion of IPv4 addresses, NAT was implemented in many IPv4 networks. Although this solution worked temporarily, it proved costly and fragile. Today, as more clients are using IPv6, providers must now support both IPv4 and IPv6. This is a costly endeavor.
Ideally, providers want to drop support for the IPv4 network. However, doing so prevents clients from accessing IPv4 servers, which represent a significant portion of the Internet. To solve this problem, most major network providers are implementing a DNS64/NAT64 transitional workflow. This is an IPv6-only network that continues to provide access to IPv4 content through translation.
In this type of workflow, the client sends DNS queries to a DNS64 server, which requests IPv6 addresses from the DNS server. When an IPv6 address is found, it’s passed back to the client immediately. However, when an IPv6 address isn’t found, the DNS64 server requests an IPv4 address instead. The DNS64 server then synthesizes an IPv6 address by prefixing the IPv4 address, and passes that back to the client. In this regard, the client always receives an IPv6-ready address. See Figure 10-3.
When the client sends a request to a server, any IPv6 packets destined for synthesized addresses are automatically routed by the network through a NAT64 gateway. The gateway performs the IPv6-to-IPv4 address and protocol translation for the request. It also performs the IPv4 to IPv6 translation for the response from the server. See Figure 10-4.
IPv6 and App Store Requirements
Compatibility with IPv6 DNS64/NAT64 networks will be an App Store submission requirement, so it is essential that apps ensure compatibility. The good news is that the majority of apps are already IPv6-compatible. For these apps, it’s still important to regularly test your app to watch for regressions. Apps that aren’t IPv6-compatible may encounter problems when operating on DNS64/NAT64 networks. Fortunately, it’s usually fairly simple to resolve these issues, as discussed throughout this chapter.
Common Barriers to Supporting IPv6
Several situations can prevent an app from supporting IPv6. The sections that follow describe how to resolve these problems.
IP address literals embedded in protocols. Many communications protocols, such as Session Initiation Protocol (SIP), File Transfer Protocol (FTP), WebSockets, and Peer-to-Peer Protocol (P2PP), include IP address literals in protocol messages. For example, the
FTP
parameter commandsDATA PORT
andPASSIVE
exchange information that includes IP address literals. Similarly, IP address literals may appear in the values of SIP header fields, such asTo
,From
,Contact
,Record-Route
, andVia
. See Use High-Level Networking Frameworks and Don’t Use IP Address Literals.IP address literals embedded in configuration files. Configuration files often include IP address literals. See Don’t Use IP Address Literals.
Network preflighting. Many apps attempt to proactively check for an Internet connection or an active Wi-Fi connection by passing IP address literals to network reachability APIs. See Connect Without Preflight.
Using low-level networking APIs. Some apps work directly with sockets and other raw network APIs such as
gethostbyname
,gethostbyname2
, andinet_aton
. These APIs are prone to misuse or they only support IPv4—for example, resolving hostnames for theAF_INET
address family, rather than theAF_UNSPEC
address family. See Use High-Level Networking Frameworks.Using small address family storage containers. Some apps and networking libraries use address storage containers—such as
uint32_t
,in_addr
, andsockaddr_in
—that are 32 bits or smaller. See Use Appropriately Sized Storage Containers.
Ensuring IPv6 DNS64/NAT64 Compatibility
Adhere to the following guidelines to ensure IPv6 DNS64/NAT64 compatibility in your app.
Use High-Level Networking Frameworks
Apps requiring networking can be built upon high-level networking frameworks or low-level POSIX socket APIs. In most cases, the high-level frameworks are sufficient. They are capable, easy to use, and less prone to common pitfalls than the low-level APIs.
WebKit. This framework provides a set of classes for displaying web content in windows, and implements browser features such as following links, managing a back-forward list, and managing a history of pages recently visited. WebKit simplifies the complicated process of loading webpages—that is, asynchronously requesting web content from an HTTP server where the response may arrive incrementally, in random order, or partially due to network errors. For more information, see WebKit Framework Reference.
Cocoa URL loading system. This system is the easiest way to send and receive data over the network without providing an explicit IP address. Data is sent and received using one of several classes—such as
NSURLSession
,NSURLRequest
, andNSURLConnection
—that work withNSURL
objects.NSURL
objects let your app manipulate URLs and the resources they reference. Create anNSURL
object by calling theinitWithString:
method and passing it a URL specifier. Call thecheckResourceIsReachableAndReturnError:
method of theNSURL
class to check the reachability of a host. For more information, see URL Loading System Programming Guide.CFNetwork. This Core Services framework provides a library of abstractions for network protocols, which makes it easy to perform a variety of network tasks such as working with BSD sockets, resolving DNS hosts, and working with HTTP/HTTPS. To target a host without an explicit IP address, call the
CFHostCreateWithName
method. To open a pair of TCP sockets to the host, call theCFStreamCreatePairWithSocketToCFHost
method. For more information, see CFNetwork Concepts in CFNetwork Programming Guide.
If you do require the low-level socket APIs, follow the guidelines in RFC4038: Application Aspects of IPv6 Transition.
Note:Getting Started with Networking, Internet, and Web and Networking Overview provide detailed information on networking frameworks and APIs.
Don’t Use IP Address Literals
Make sure you aren’t passing IPv4 address literals in dot notation to APIs such as getaddrinfo
and SCNetworkReachabilityCreateWithName
. Instead, use high-level network frameworks and address-agnostic versions of APIs, such as getaddrinfo
and getnameinfo
, and pass them hostnames or fully qualified domain names (FQDNs). See getaddrinfo(3) Mac OS X Developer Tools Manual Page
and getnameinfo(3) Mac OS X Developer Tools Manual Page
.
Note: In iOS 9 and OS X 10.11 and later, NSURLSession
and CFNetwork
automatically synthesize IPv6 addresses from IPv4 literals locally on devices operating on DNS64/NAT64 networks. However, you should still work to rid your code of IP address literals.
Connect Without Preflight
The Reachability APIs (see SCNetworkReachability Reference) are intended for diagnostic purposes after identifying a connectivity issue. Many apps incorrectly use these APIs to proactively check for an Internet connection by calling the SCNetworkReachabilityCreateWithAddress
method and passing it an IPv4 address of 0.0.0.0
, which indicates that there is a router on the network. However, the presence of a router doesn’t guarantee that an Internet connection exists. In general, avoid preflighting network reachability. Just try to make a connection and gracefully handle failures. If you must check for network availability, avoid calling the SCNetworkReachabilityCreateWithAddress
method. Call the SCNetworkReachabilityCreateWithName
method and pass it a hostname instead.
Some apps also pass the SCNetworkReachabilityCreateWithAddress
method an IPv4 address of 169.254.0.0
, a self-assigned link-local address, to check for an active Wi-Fi connection. To check for Wi-Fi or cellular connectivity, look for the network reachability flag kSCNetworkReachabilityFlagsIsWWAN
instead.
Use Appropriately Sized Storage Containers
Use address storage containers, such as sockaddr_storage
, that are large enough to store IPv6 addresses.
Check Source Code for IPv6 DNS64/NAT64 Incompatibilities
Check for and eliminate IPv4-specific APIs, such as:
inet_addr()
inet_aton()
inet_lnaof()
inet_makeaddr()
inet_netof()
inet_network()
inet_ntoa()
inet_ntoa_r()
bindresvport()
getipv4sourcefilter()
setipv4sourcefilter()
If your code handles IPv4 types, make sure the IPv6 equivalents are handled too.
IPv4 | IPv6 |
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Use System APIs to Synthesize IPv6 Addresses
If your app needs to connect to an IPv4-only server without a DNS hostname, use getaddrinfo
to resolve the IPv4 address literal. If the current network interface doesn’t support IPv4, but supports IPv6, NAT64, and DNS64, performing this task will result in a synthesized IPv6 address.
Listing 10-1 shows how to resolve an IPv4 literal using getaddrinfo
. Assuming you have an IPv4 address stored in memory as four bytes (such as {192, 0, 2, 1}
), this example code converts it to a string (such as '192.0.2.1'
), uses getaddrinfo
to synthesize an IPv6 address (such as a struct sockaddr_in6
containing the IPv6 address '64:ff9b::192.0.2.1'
) and tries to connect to that IPv6 address.
Listing 10-1 Using getaddrinfo
to resolve an IPv4 address literal
Note: The ability to synthesize IPv6 addresses was added to getaddrinfo
in iOS 9.2 and OS X 10.11.2. However, leveraging it does not break compatibility with older system versions. See getaddrinfo(3) Mac OS X Developer Tools Manual Page
.
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Test for IPv6 DNS64/NAT64 Compatibility Regularly
The easiest way to test your app for IPv6 DNS64/NAT64 compatibility—which is the type of network most cellular carriers are deploying—is to set up a local IPv6 DNS64/NAT64 network with your Mac. You can then connect to this network from your other devices for testing purposes. See Figure 10-6.
Important: IPv6 DNS64/NAT64 network setup options are available in OS X 10.11 and higher. In addition, a Mac-based IPv6 DNS64/NAT64 network is compatible with client devices that have implemented support for RFC6106: IPv6 Router Advertisement Options for DNS Configuration. If your test device is not an iOS or OS X device, make sure it supports this RFC. Note that, unlike DNS64/NAT64 workflows deployed by service providers, a Mac-based IPv6 DNS64/NAT64 always generates synthesized IPv6 addresses. Therefore, it does not provide access to IPv6-only servers outside of your local network, and may behave in unexpected ways if the server you are trying to reach claims to support IPv6, but doesn’t. See Limitations of Local Testing for more details.
To set up a local IPv6 Wi-Fi network using your Mac
Make sure your Mac is connected to the Internet, but not through Wi-Fi.
Launch System Preferences from your Dock, LaunchPad, or the Apple menu.
Press the Option key and click Sharing. Don’t release the Option key yet.
Select Internet Sharing in the list of sharing services.
Release the Option key.
Select the Create NAT64 Network checkbox.
Choose the network interface that provides your Internet connection, such as Thunderbolt Ethernet.
Select the Wi-Fi checkbox.
Click Wi-Fi Options, and configure the network name and security options for your network.
Select the Internet Sharing checkbox to enable your local network.
When prompted to confirm you want to begin sharing, click Start.
Once sharing is active, you should see a green status light and a label that says Internet Sharing: On. In the Wi-Fi menu, you will also see a small, faint arrow pointing up, indicating that Internet Sharing is enabled. You now have an IPv6 NAT64 network and can connect to it from other devices in order to test your app.
Important: To ensure that testing takes place strictly on the local IPv6 network, make sure your test devices don’t have other active network interfaces. For example, if you are testing with an iOS device, make sure cellular service is disabled so you are only testing over Wi-Fi.
Limitations of Local Testing
A Mac-based IPv6 DNS64/NAT64 network is a useful tool for testing your app in an IPv6 environment. However, because it always generates synthesized IPv6 addresses and transmits data on the WAN side using IPv4, it’s not an exact replica of the networks supplied by service providers. These networks (as well as the one used during App Review) do allow for direct IPv6-to-IPv6 connectivity. If your server is misconfigured, this might result in your app behaving differently in regular use or during review than it does in your local testing. It might even result in an App Review failure that is hard to reproduce in your own environment.
In particular, you may run into trouble if your server claims to support IPv6, but in practice does not. In this case, during your initial testing, your app appears to be communicating with your server via an IPv6 path, and thus behaves properly. However, your test network is actually translating the IPv6 traffic that your app generates to IPv4 traffic on the WAN. Therefore, you’re actually exercising your server’s IPv4 data path. Later, during App Review (or in the real world), the app operates identically, but the network makes a direct IPv6 connection to the server. If your server fails to respond properly to IPv6 traffic, your app fails to operate as expected, and might fail App Review.
To avoid this, in addition to using a Mac-based IPv6 DNS64/NAT64 test network to validate your app, independently verify that your server is working properly as an IPv6 server. For example, make sure that the server:
Has the correct DNS information. In addition to examining the server itself, you can use the command line tool
dig(1)
from your Mac to see how server reports its AAAA record.Is actually listening on IPv6. Use a tool like ipv6-test.com to test a web server (HTTP or HTTPS). For other protocols, you’ll need to verify this from a native IPv6 network.
Responds properly to IPv6 requests. If you have access, look at the server logs to verify that IPv6 traffic is being handled properly. If not, you’ll need to test from a native IPv6 network.
Resources
For more information on implementing networking, see:
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For more information on the IPv6 transition, see:
For technical issues encountered while transitioning to IPv6, see:
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