A load balancer / proxy / gateway for presto compute engine.
Step 1: setup mysql. Install docker and run the below command when setting up first time:
docker run -d -p 3306:3306 --name mysqldb -e MYSQL_ROOT_PASSWORD=root123 -e MYSQL_DATABASE=prestogateway -d mysql:5.7
Next time onwards, run the following commands to start mysqldb
docker start mysqldb
Now open mysql console and install the presto-gateway tables:
mysql -uroot -proot123 -h127.0.0.1 -Dprestogateway
Once logged in to mysql console, please run gateway-ha-persistence.sql to populate the tables.
Please note these steps have been verified with JDK 8 and 11. Higher versions of Java might run into unexpected issues.
run mvn clean install to build presto-gateway
Edit the config file and update the mysql db information.
cd gateway-ha/target/
java -jar gateway-ha-{{VERSION}}-jar-with-dependencies.jar server ../gateway-ha-config.yml
If you encounter a Failed to connect to JDBC URL error, this may be due to newer versions of java disabling certain algorithms
when using SSL/TLS, in particular TLSv1 and TLSv1.1. This will cause Bad handshake errors when connecting to the MySQL server.
To enable TLSv1 and TLSv1.1 open the following file in any editor (sudo access needed):
/Library/Java/JavaVirtualMachines/adoptopenjdk-8.jdk/Contents/Home/jre/lib/security/java.security
Search for jdk.tls.disabledAlgorithms, it should look something like this:
jdk.tls.disabledAlgorithms=SSLv3, TLSv1, TLSv1.1, RC4, DES, MD5withRSA, \
DH keySize < 1024, EC keySize < 224, 3DES_EDE_CBC, anon, NULL, \
include jdk.disabled.namedCurves
Remove TLSv1, TLSv1.1 and redo the above steps to build and run presto-gateway.
Now you can access load balanced presto at localhost:8080 port. We will refer to this as prestogateway.lyft.com
If you see test failures while building presto-gateway or in an IDE, please run mvn process-classes to instrument javalite models
which are used by the tests . Ref javalite-examples for more details.
curl -X POST http://localhost:8080/entity?entityType=GATEWAY_BACKEND \
-d '{ "name": "presto1", \
"proxyTo": "http://presto1.lyft.com",\
"active": true, \
"routingGroup": "adhoc" \
}'
curl -X POST http://localhost:8080/entity?entityType=GATEWAY_BACKEND \
-d '{ "name": "presto2", \
"proxyTo": "http://presto2.lyft.com",\
"active": true, \
"routingGroup": "adhoc" \
}'
If the backend URL is different from the proxyTo URL (for example if they are internal vs. external hostnames). You can use the optional externalUrl field to override the link in the Active Backends page.
curl -X POST http://localhost:8080/entity?entityType=GATEWAY_BACKEND \
-d '{ "name": "presto1", \
"proxyTo": "http://presto1.lyft.com",\
"active": true, \
"routingGroup": "adhoc" \
"externalUrl": "http://presto1-external.lyft.com",\
}'
curl -X POST http://localhost:8080/entity?entityType=GATEWAY_BACKEND \
-d '{ "name": "presto2", \
"proxyTo": "http://presto2.lyft.com",\
"active": true, \
"routingGroup": "adhoc" \
"externalUrl": "http://presto2-external.lyft.com",\
}'
curl -X GET http://localhost:8080/entity/GATEWAY_BACKEND
[
{
"active": true,
"name": "presto1",
"proxyTo": "http://presto1.lyft.com",
"routingGroup": "adhoc"
},
{
"active": true,
"name": "presto2",
"proxyTo": "http://presto2.lyft.com",
"routingGroup": "adhoc"
}
]
curl -X POST -d "presto3" http://localhost:8080/gateway/backend/modify/delete
curl -X POST http://localhost:8080/gateway/backend/deactivate/presto2
curl -X GET http://localhost:8080/gateway/backend/active | python -m json.tool
[{
"active": true,
"name": "presto1",
"proxyTo": "http://presto1.lyft.com",
"routingGroup": "adhoc"
}]
curl -X POST http://localhost:8080/gateway/backend/activate/presto2
PrestoGateway records history of recent queries and displays links to check query details page in respective presto cluster.
The Gateway admin page is used to configure the gateway to multiple backends. Existing backend information can also be modified using the same.
For resource group and selector apis, we can now specify a query parameter with the request supporting multiple presto databases for different presto backends. This allows a user to configure a db for every presto backend with their own resource groups and selector tables. To use this, just specify the query parameter ?useSchema= to the request. Example, to list all resource groups,
curl -X GET http://localhost:8080/presto/resourcegroup/read/{INSERT_ID_HERE}?useSchema=newdatabasename
To add a single resource group, specify all relevant fields in the body. Resource group id should not be specified since the database should autoincrement it.
curl -X POST http://localhost:8080/presto/resourcegroup/create \
-d '{
"name": "resourcegroup1", \
"softMemoryLimit": "100%", \
"maxQueued": 100, \
"softConcurrencyLimit": 100, \
"hardConcurrencyLimit": 100, \
"environment": "test", \
"schedulingPolicy": null, \
"schedulingWeight": null, \
"jmxExport": null, \
"softCpuLimit": null, \
"hardCpuLimit": null, \
"parent": null, \
"environment": "test" \
}'
If no resourceGroupId (type long) is specified, then all existing resource groups are fetched.
curl -X GET http://localhost:8080/presto/resourcegroup/read/{INSERT_ID_HERE}
Specify all columns in the body, which will overwrite properties for the resource group with that specific resourceGroupId.
curl -X POST http://localhost:8080/presto/resourcegroup/update \
-d '{ "resourceGroupId": 1, \
"name": "resourcegroup_updated", \
"softMemoryLimit": "80%", \
"maxQueued": 50, \
"softConcurrencyLimit": 40, \
"hardConcurrencyLimit": 60, \
"environment": "test", \
"schedulingPolicy": null, \
"schedulingWeight": null, \
"jmxExport": null, \
"softCpuLimit": null, \
"hardCpuLimit": null, \
"parent": null, \
"environment": "test" \
}'
To delete a resource group, specify the corresponding resourceGroupId (type long).
curl -X POST http://localhost:8080/presto/resourcegroup/delete/{INSERT_ID_HERE}
To add a single selector, specify all relevant fields in the body. Resource group id should not be specified since the database should autoincrement it.
curl -X POST http://localhost:8080/presto/selector/create \
-d '{
"priority": 1, \
"userRegex": "selector1", \
"sourceRegex": "resourcegroup1", \
"queryType": "insert" \
}'
If no resourceGroupId (type long) is specified, then all existing selectors are fetched.
curl -X GET http://localhost:8080/presto/selector/read/{INSERT_ID_HERE}
To update a selector, the existing selector must be specified with all relevant fields under "current". The updated version of that selector is specified under "update", with all relevant fields included. If the selector under "current" does not exist, a new selector will be created with the details under "update". Both "current" and "update" must be included to update a selector.
curl -X POST http://localhost:8080/presto/selector/update \
-d '{ "current": {
"resourceGroupId": 1, \
"priority": 1, \
"userRegex": "selector1", \
"sourceRegex": "resourcegroup1", \
"queryType": "insert" \
},
"update": {
"resourceGroupId": 1, \
"priority": 2, \
"userRegex": "selector1_updated", \
"sourceRegex": "resourcegroup1", \
"queryType": null \
}
}'
To delete a selector, specify all relevant fields in the body.
curl -X POST http://localhost:8080/presto/selector/delete \
-d '{ "resourceGroupId": 1, \
"priority": 2, \
"userRegex": "selector1_updated", \
"sourceRegex": "resourcegroup1", \
"queryType": null \
}'
To add a single global property, specify all relevant fields in the body.
curl -X POST http://localhost:8080/presto/globalproperty/create \
-d '{
"name": "cpu_quota_period", \
"value": "1h" \
}'
If no name (type String) is specified, then all existing global properties are fetched.
curl -X GET http://localhost:8080/presto/globalproperty/read/{INSERT_NAME_HERE}
Specify all columns in the body, which will overwrite properties for the global property with that specific name.
curl -X POST http://localhost:8080/presto/globalproperty/update \
-d '{
"name": "cpu_quota_period", \
"value": "2h" \
}'
To delete a global property, specify the corresponding name (type String).
curl -X POST http://localhost:8080/presto/globalproperty/delete/{INSERT_NAME_HERE}
Presto gateway supports graceful shutdown of Presto clusters. Even when a cluster is deactivated, any submitted query states can still be retrieved based on the Query ID.
To graceful shutdown a Presto cluster without query losses, the steps are:
- Set the backend to deactivate state, this prevents any new incoming queries from getting assigned to the backend.
- Poll the Presto backend coorinator URL until the queued query count and the running query count both hit 0.
- Terminate the Presto Coordinator & Worker Java process.
To gracefully shutdown a single worker process, see this for the operations.
By default, presto-gateway reads the X-Trino-Routing-Group request header to route requests.
If this header is not specified, requests are sent to default routing group (adhoc).
The routing rules engine feature enables you to write custom logic to route requests based on the request info such as any of the request headers. Routing rules are separated from presto-gateway application code to a configuration file, allowing for dynamic rule changes.
To express and fire routing rules, we use the easy-rules engine. These rules should be stored in a YAML file. Rules consist of a name, description, condition, and list of actions. If the condition of a particular rule evaluates to true, its actions are fired.
---
name: "airflow"
description: "if query from airflow, route to etl group"
condition: "request.getHeader(\"X-Trino-Source\") == \"airflow\""
actions:
- "result.put(\"routingGroup\", \"etl\")"
---
name: "airflow special"
description: "if query from airflow with special label, route to etl-special group"
condition: "request.getHeader(\"X-Trino-Source\") == \"airflow\" && request.getHeader(\"X-Trino-Client-Tags\") contains \"label=special\""
actions:
- "result.put(\"routingGroup\", \"etl-special\")"In the condition, you can access the methods of a HttpServletRequest object called request.
There should be at least one action of the form result.put(\"routingGroup\", \"foo\") which says that if a request satisfies the condition, it should be routed to foo.
The condition and actions are written in MVEL, an expression language with Java-like syntax.
In most cases, users can write their conditions/actions in Java syntax and expect it to work. There are some MVEL-specific operators that could be useful though.
For example, instead of doing a null-check before accessing the String.contains method like this:
condition: "request.getHeader(\"X-Trino-Client-Tags\") != null && request.getHeader(\"X-Trino-Client-Tags\").contains(\"label=foo\")"You can use the contains operator
condition: "request.getHeader(\"X-Trino-Client-Tags\") contains \"label=foo\""If no rules match, then request is routed to adhoc.
All rules whose conditions are satisfied will fire. For example, in the "airflow" and "airflow special" example rules given above, a query with source airflow and label special
will satisfy both rules. The routingGroup is set to etl and then to etl-special because of the order in which the rules of defined.
If we swap the order of the rules, then we would possibly get etl instead, which is undesirable.
One could solve this by writing the rules such that they're atomic (any query will match exactly one rule). For example we can change the first rule to
---
name: "airflow"
description: "if query from airflow, route to etl group"
condition: "request.getHeader(\"X-Trino-Source\") == \"airflow\" && request.getHeader(\"X-Trino-Client-Tags\") == null"
actions:
- "result.put(\"routingGroup\", \"etl\")"
---This could be hard to maintain as we add more rules. To have better control over the execution of rules, we could use rule priorities and composite rules. Overall, with priorities, composite rules, and the constructs that MVEL support, you should likely be able to express your routing logic.
We can assign an integer value priority to a rule. The lower this integer is, the earlier it will fire.
If the priority is not specified, the priority is defaulted to INT_MAX.
We can add priorities to our airflow and airflow special rule like so:
---
name: "airflow"
description: "if query from airflow, route to etl group"
priority: 0
condition: "request.getHeader(\"X-Trino-Source\") == \"airflow\""
actions:
- "result.put(\"routingGroup\", \"etl\")"
---
name: "airflow special"
description: "if query from airflow with special label, route to etl-special group"
priority: 1
condition: "request.getHeader(\"X-Trino-Source\") == \"airflow\" && request.getHeader(\"X-Trino-Client-Tags\") contains \"label=special\""
actions:
- "result.put(\"routingGroup\", \"etl-special\")"Note that both rules will still fire. The difference is that we've guaranteed that the first rule (priority 0) is fired before the second rule (priority 1). Thus routingGroup
is set to etl and then to etl-special, so the routingGroup will always be etl-special in the end.
Above, the more specific rules have less priority since we want them to be the last to set routingGroup. This is a little counterintuitive.
To further control the execution of rules, for example to have only one rule fire, we can use composite rules.
First, please refer to easy-rule composite rules docs: https://github.com/j-easy/easy-rules/wiki/defining-rules#composite-rules
Above, we saw how to control the order of rule execution using priorities. In addition to this, we could have only the first rule matched to be
fired (the highest priority one) and the rest ignored. We can use ActivationRuleGroup to achieve this.
---
name: "airflow rule group"
description: "routing rules for query from airflow"
compositeRuleType: "ActivationRuleGroup"
composingRules:
- name: "airflow special"
description: "if query from airflow with special label, route to etl-special group"
priority: 0
condition: "request.getHeader(\"X-Trino-Source\") == \"airflow\" && request.getHeader(\"X-Trino-Client-Tags\") contains \"label=special\""
actions:
- "result.put(\"routingGroup\", \"etl-special\")"
- name: "airflow"
description: "if query from airflow, route to etl group"
priority: 1
condition: "request.getHeader(\"X-Trino-Source\") == \"airflow\""
actions:
- "result.put(\"routingGroup\", \"etl\")"Note that the priorities have switched. The more specific rule has a higher priority, since we want it to be fired first. A query coming from airflow with special label is matched to the "airflow special" rule first, since it's higher priority, and the second rule is ignored. A query coming from airflow with no labels does not match the first rule, and is then tested and matched to the second rule.
We can also use ConditionalRuleGroup and ActivationRuleGroup to implement an if/else workflow.
The following logic in pseudocode:
if source == "airflow":
if clientTags["label"] == "foo":
return "etl-foo"
else if clientTags["label"] = "bar":
return "etl-bar"
else
return "etl"
Can be implemented with these rules:
name: "airflow rule group"
description: "routing rules for query from airflow"
compositeRuleType: "ConditionalRuleGroup"
composingRules:
- name: "main condition"
description: "source is airflow"
priority: 0 # rule with the highest priority acts as main condition
condition: "request.getHeader(\"X-Trino-Source\") == \"airflow\""
actions:
- ""
- name: "airflow subrules"
compositeRuleType: "ActivationRuleGroup" # use ActivationRuleGroup to simulate if/else
composingRules:
- name: "label foo"
description: "label client tag is foo"
priority: 0
condition: "request.getHeader(\"X-Trino-Client-Tags\") contains \"label=foo\""
actions:
- "result.put(\"routingGroup\", \"etl-foo\")"
- name: "label bar"
description: "label client tag is bar"
priority: 0
condition: "request.getHeader(\"X-Trino-Client-Tags\") contains \"label=bar\""
actions:
- "result.put(\"routingGroup\", \"etl-bar\")"
- name: "airflow default"
description: "airflow queries default to etl"
condition: "true"
actions:
- "result.put(\"routingGroup\", \"etl\")"Above, we saw how we can use ConditionalRuleGroup and ActivationRuleGroup to implement and if/else workflow.
We could also take advantage of the fact that MVEL supports if statements and other flow control (loops, etc).
The following logic in pseudocode:
if source == "airflow":
if clientTags["label"] == "foo":
return "etl-foo"
else if clientTags["label"] = "bar":
return "etl-bar"
else
return "etl"
Can be implemented with these rules:
---
name: "airflow rules"
description: "if query from airflow"
condition: "request.getHeader(\"X-Trino-Source\") == \"airflow\""
actions:
- "if (request.getHeader(\"X-Trino-Client-Tags\") contains \"label=foo\") {
result.put(\"routingGroup\", \"etl-foo\")
}
else "if (request.getHeader(\"X-Trino-Client-Tags\") contains \"label=bar\") {
result.put(\"routingGroup\", \"etl-bar\")
}
else {
result.put(\"routingGroup\", \"etl\")
}"To enable routing rules engine, find the following lines in gateway-ha-config.yml.
Set rulesEngineEnabled to True and rulesConfigPath to the path to your rules config file.
routingRules:
rulesEngineEnabled: true
rulesConfigPath: "src/test/resources/rules/routing_rules.yml" # replace with path to your rules config file
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