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Fix matching scheme #6
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<!-- START doctoc generated TOC please keep comment here to allow auto update --> | ||
<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE --> | ||
**Table of Contents** *generated with [DocToc](https://github.com/thlorenz/doctoc)* | ||
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- [Overview](#overview) | ||
- [Building and Testing](#building-and-testing) | ||
- [Configuration](#configuration) | ||
- [The configuration format](#the-configuration-format) | ||
- [Definitions](#definitions) | ||
- [Format overview](#format-overview) | ||
- [Example 1](#example-1) | ||
- [Example 2](#example-2) | ||
- [Example 3](#example-3) | ||
- [Descriptor list definition](#descriptor-list-definition) | ||
- [Rate limit definition](#rate-limit-definition) | ||
- [Loading Configuration](#loading-configuration) | ||
- [Rate limit statistics](#rate-limit-statistics) | ||
- [Debug Port](#debug-port) | ||
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<!-- END doctoc generated TOC please keep comment here to allow auto update --> | ||
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# Overview | ||
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The rate limit service is a Go/GRPC service designed to enable generic rate limit scenarios from different types of | ||
applications. Applications request a rate limit decision based on a domain and a set of descriptors. The service | ||
reads the configuration from disk via [runtime](https://github.com/lyft/goruntime), composes a cache key, and talks to the redis cache. A | ||
decision is then returned to the caller. | ||
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# Building and Testing | ||
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* Install redis-server | ||
* Make sure go is setup correctly and checkout rate limit service into your go path | ||
* In order to run the integration tests using a local default redis install you will also need these environment variables set: | ||
``` | ||
export REDIS_SOCKET_TYPE=tcp | ||
export REDIS_URL=localhost:6379 | ||
``` | ||
* To setup for the first time (only done once): | ||
``` | ||
make bootstrap | ||
``` | ||
* To compile: | ||
``` | ||
make compile | ||
``` | ||
* To compile and run tests: | ||
``` | ||
make tests | ||
``` | ||
* To run the server locally using some sensible default settings you can do this (this will setup the server to read the configuration files from the path you specify): | ||
``` | ||
USE_STATSD=false LOG_LEVEL=debug REDIS_SOCKET_TYPE=tcp REDIS_URL=localhost:6379 RUNTIME_ROOT=/home/user/src/runtime/data RUNTIME_SUBDIRECTORY=ratelimit | ||
``` | ||
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# Configuration | ||
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## The configuration format | ||
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### Definitions | ||
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* **Domain:** A domain is a container for a set of rate limits. All domains known to the rate limit service must be | ||
globally unique. They serve as a way for different teams/projects to have rate limit configurations that don't conflict. | ||
* **Descriptor:** A descriptor is a list of key/value pairs owned by a domain that the rate limit service uses to | ||
select the correct rate limit to use when limiting. Descriptors are case-sensitive. Examples of descriptors are: | ||
* ("database", "users") | ||
* ("message_type", "marketing"),("to_number","2061234567") | ||
* ("to_cluster", "service_a") | ||
* ("to_cluster", "service_a"),("from_cluster", "service_b") | ||
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### Format overview | ||
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#### Example 1 | ||
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Let's start with a simple example: | ||
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```yaml | ||
domain: mongo_cps | ||
descriptors: | ||
- key: database | ||
value: users | ||
rate_limit: | ||
unit: second | ||
requests_per_unit: 500 | ||
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- key: database | ||
value: default | ||
rate_limit: | ||
unit: second | ||
requests_per_unit: 500 | ||
``` | ||
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The rate limit configuration file format is YAML (mainly so that comments are supported). In the configuration above | ||
the domain is "mongo_cps" and we setup 2 different rate limits in the top level descriptor list. Each of the limits | ||
have the same key ("database"). They have a different value ("users", and "default"), and each of them setup a 500 | ||
request per second rate limit. | ||
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#### Example 2 | ||
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A slightly more complex example: | ||
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```yaml | ||
domain: messaging | ||
descriptors: | ||
# Only allow 5 marketing messages a day | ||
- key: message_type | ||
value: marketing | ||
descriptors: | ||
- key: to_number | ||
rate_limit: | ||
unit: day | ||
requests_per_unit: 5 | ||
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# Only allow 100 messages a day to any unique phone number | ||
- key: to_number | ||
rate_limit: | ||
unit: day | ||
requests_per_unit: 100 | ||
``` | ||
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In the preceding example, the domain is "messaging" and we setup two different scenarios that illustrate more | ||
complex functionality. First, we want to limit on marketing messages to a specific number. To enable this, we make | ||
use of *nested descriptor lists.* The top level descriptor is ("message_type", "marketing"). However this descriptor | ||
does not have a limit assigned so it's just a placeholder. Contained within this entry we have another descriptor list | ||
that includes an entry with key "to_number". However, notice that no value is provided. This means that the service | ||
will match against any value supplied for "to_number" and generate a unique limit. Thus, ("message_type", "marketing"), | ||
("to_number", "2061111111") and ("message_type", "marketing"),("to_number", "2062222222") will each get 5 requests | ||
per day. | ||
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The configuration also sets up another rule without a value. This one creates an overall limit for messages sent to | ||
any particular number during a 1 day period. Thus, ("to_number", "2061111111") and ("to_number", "2062222222") both | ||
get 100 requests per day. | ||
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When calling the rate limit service, the client can specify *multiple descriptors* to limit on in a single call. This | ||
limits round trips and allows limiting on aggregate rule definitions. For example, using the preceding configuration, | ||
the client could send this complete request (in pseudo IDL): | ||
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``` | ||
RateLimitRequest: | ||
domain: messaging | ||
descriptor: ("message_type", "marketing"),("to_number", "2061111111") | ||
descriptor: ("to_number", "2061111111") | ||
``` | ||
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And the service with rate limit against *all* matching rules and return an aggregate result. | ||
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#### Example 3 | ||
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An example to illustrate matching order. | ||
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```yaml | ||
domain: edge_proxy_per_ip | ||
descriptors: | ||
- key: ip_address | ||
rate_limit: | ||
unit: second | ||
requests_per_unit: 10 | ||
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# Black list IP | ||
- key: ip_address | ||
value: 50.0.0.5 | ||
rate_limit: | ||
unit: second | ||
requests_per_unit: 0 | ||
``` | ||
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In the preceding example, we setup a generic rate limit for individual IP addresses. The architecture's edge proxy can | ||
be configured to make a rate limit service call with the descriptor ("ip_address", "50.0.0.1") for example. This IP would | ||
get 10 requests per second as | ||
would any other IP. However, the configuration also contains a second configuration that explicitly defines a | ||
value along with the same key. If the descriptor ("ip_address", "50.0.0.5") is received, the service will | ||
*attempt the most specific match possible*. This means | ||
the most specific descriptor at the same level as your request. Keep in mind that equally specific descriptors are matched on a first match basis. Thus, key/value is always attempted as a match before just key. | ||
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#### Example 4 | ||
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The Ratelimit service matches requests to configuration entries with the same depth level, i.e | ||
same number of tuples in the request's descriptor as nested levels of descriptors | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit: should this same level description go up higher? I don't know... There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. You could argue for or against. Each example explains something about matching, and how this works so it takes all four examples to understand. |
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in the configuration file. For instance, the following request: | ||
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``` | ||
RateLimitRequest: | ||
domain: example4 | ||
descriptor: ("key", "value"),("subkey", "subvalue") | ||
``` | ||
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Would **not** match the following configuration, even though the first descriptor in | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. run together sentence. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. fixed |
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the request matches the descriptor in the configuration, because the request has | ||
two tuples in the descriptor. | ||
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```yaml | ||
domain: example4 | ||
descriptors: | ||
- key: key | ||
value: value | ||
rate_limit: | ||
- requests_per_unit: 300 | ||
unit: second | ||
``` | ||
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However, it would match the following configuration: | ||
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```yaml | ||
domain: example4 | ||
descriptors: | ||
- key: key | ||
value: value | ||
descriptors: | ||
- key: subkey | ||
rate_limit: | ||
- requests_per_unit: 300 | ||
unit: second | ||
``` | ||
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### Descriptor list definition | ||
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Each configuration contains a top level descriptor list and potentially multiple nested lists beneath that. The format is: | ||
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``` | ||
domain: <unique domain ID> | ||
descriptors: | ||
- key: <rule key: required> | ||
value: <rule value: optional> | ||
rate_limit: (optional block) | ||
unit: <see below: required> | ||
requests_per_unit: <see below: required> | ||
descriptors: (optional block) | ||
... (nested repitiion of above) | ||
``` | ||
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Each descriptor in a descriptor list must have a key. It can also optionally have a value to enable a more specific | ||
match. The "rate_limit" block is optional and if present sets up an actual rate limit rule. See below for how the rule | ||
is defined. The reason a rule might not be present is typically if a descriptor is a container for a 2nd level | ||
descriptor list. Each descriptor can optionally contain a nested descriptor list that allows for more complex matches | ||
and rate limit scenarios. | ||
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### Rate limit definition | ||
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``` | ||
rate_limit: | ||
unit: <second, minute, hour, day> | ||
requests_per_unit: <uint> | ||
``` | ||
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The rate limit block specifies the actual rate limit that will be used when there is a match. | ||
Currently the service supports per second, minute, hour, and day limits. More types of limits may be added in the | ||
future based on customer demand. | ||
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## Loading Configuration | ||
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The ratelimit service uses a library written by Lyft called goruntime to do configuration loading. Goruntime monitors | ||
a designated path, and watches for symlink swaps to files in the directory tree to reload configuration files. | ||
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The path to watch can be configured via the [settings](https://github.com/lyft/ratelimit/blob/master/src/settings/settings.go) | ||
package with the following environment variables: | ||
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``` | ||
RUNTIME_ROOT default:"/srv/runtime_data/current"` | ||
RUNTIME_SUBDIRECTORY | ||
``` | ||
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For more information on how runtime works you can read its [README](https://github.com/lyft/goruntime). | ||
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# Rate limit statistics | ||
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The rate limit service generates various statistics for each configured rate limit rule that will be useful for end | ||
users both for visibility and for setting alarms. | ||
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Rate Limit Statistic Path: | ||
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``` | ||
ratelimit.service.rate_limit.DOMAIN.KEY_VALUE.STAT | ||
``` | ||
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DOMAIN: | ||
* As specified in the domain value in the YAML runtime file | ||
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KEY_VALUE: | ||
* A combination of the key value | ||
* Nested descriptors would be suffixed in the stats path | ||
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STAT: | ||
* near_limit: Number of rule hits over the NearLimit ratio threshold (currently 80%) but under the threshold rate. | ||
* over_limit: Number of rule hits exceeding the threshold rate | ||
* total_hits: Number of rule hits in total | ||
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These are examples of generated stats for some configured rate limit rules from the above examples: | ||
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``` | ||
ratelimit.service.rate_limit.mongo_cps.database_default.over_limit: 0 | ||
ratelimit.service.rate_limit.mongo_cps.database_default.total_hits: 2846 | ||
ratelimit.service.rate_limit.mongo_cps.database_users.over_limit: 0 | ||
ratelimit.service.rate_limit.mongo_cps.database_users.total_hits: 2939 | ||
ratelimit.service.rate_limit.messaging.message_type_marketing.to_number.over_limit: 0 | ||
ratelimit.service.rate_limit.messaging.message_type_marketing.to_number.total_hits: 0 | ||
``` | ||
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# Debug Port | ||
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The debug port can be used to interact with the running process. | ||
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``` | ||
$ curl 0:6070/ | ||
/debug/pprof/: root of various pprof endpoints. hit for help. | ||
/rlconfig: print out the currently loaded configuration for debugging | ||
/stats: print out stats | ||
``` | ||
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You can specify the debug port with the `DEBUG_PORT` environment variable. It defaults to `6070`. |
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@@ -251,7 +251,7 @@ func (this *rateLimitConfigImpl) GetLimit( | |
} | ||
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descriptorsMap := value.descriptors | ||
for _, entry := range descriptor.Entries { | ||
for i, entry := range descriptor.Entries { | ||
// First see if key_value is in the map. If that isn't in the map we look for just key | ||
// to check for a default value. | ||
finalKey := entry.Key + "_" + entry.Value | ||
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@@ -265,7 +265,11 @@ func (this *rateLimitConfigImpl) GetLimit( | |
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if nextDescriptor != nil && nextDescriptor.limit != nil { | ||
logger.Debugf("found rate limit: %s", finalKey) | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. should this logger statement be moved into the if below? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I dont think so. In debug we want to know about all the ratelimits found, the next logger message would let us know if the ratelimit was not chosen. |
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rateLimit = nextDescriptor.limit | ||
if (i == len(descriptor.Entries) - 1) { | ||
rateLimit = nextDescriptor.limit | ||
} else { | ||
logger.Debugf("request depth does not match config depth, there are more entries in the request's descriptor") | ||
} | ||
} | ||
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if nextDescriptor != nil && len(nextDescriptor.descriptors) > 0 { | ||
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@@ -37,6 +37,16 @@ func TestBasicConfig(t *testing.T) { | |
&pb.RateLimitDescriptor{[]*pb.RateLimitDescriptor_Entry{{"key1", "value1"}}}) | ||
assert.Nil(rl) | ||
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rl = rlConfig.GetLimit( | ||
nil, "test-domain", | ||
&pb.RateLimitDescriptor{[]*pb.RateLimitDescriptor_Entry{{"key2", "value2"}, {"subkey", "subvalue"}}}) | ||
assert.Nil(rl) | ||
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rl = rlConfig.GetLimit( | ||
nil, "test-domain", | ||
&pb.RateLimitDescriptor{[]*pb.RateLimitDescriptor_Entry{{"key5", "value5"}, {"subkey5", "subvalue"}}}) | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. What are you trying to test here? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. The config did not get pushed in the branch. Just updated. I am testing that RL will not return a limit for two tuples, even though there was a descriptor with less nesting in the config that matched. |
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assert.Nil(rl) | ||
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rl = rlConfig.GetLimit( | ||
nil, "test-domain", | ||
&pb.RateLimitDescriptor{ | ||
|
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Can you rewrite the second sentence
Keep in mind...
what determines what is first? Order specified in the config?There was a problem hiding this comment.
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I take that sentence back.