H-3166: Mimic Flow behavior in artillery

[TimDiekmann]

🌟 What is the purpose of this PR?

Flows run asynchronously, so to observe specific behavior and load-test the API we need to kimic some flows.

🔍 What does this change?

• Patch artillery library to correctly use JSON: Key containing periods behave oddly artilleryio/artillery#879 (comment)
• Add a flow scenario which simply creates two entities 10 times (one at the graph, one at GraphQL) - this is not a real flow behavior, but at least it's creating entities
• Adjust session code to properly detect expiration dates
• Remove unneeded/outdated type-dependency

Pre-Merge Checklist 🚀

🚢 Has this modified a publishable library?

This PR:

• does not modify any publishable blocks or libraries, or modifications do not need publishing

📜 Does this require a change to the docs?

The changes in this PR:

• are internal and do not require a docs change

🕸️ Does this require a change to the Turbo Graph?

The changes in this PR:

• do not affect the execution graph

[TimDiekmann]

Accidentally committed this, but it doesn't hurt, either, as it's easier to extend 😄

[TimDiekmann]

I kept the graph endpoint to show how this is used

[TimDiekmann]

Not strictly needed but we have it available.

[TimDiekmann]

Is there a naming pattern we use for this? Or is there a better way? Generally I just tried to avoid creating the client multiple times.

[CiaranMn]

I'd use one underscore (_oryKratosClient) but this is fine

[github-actions]

Benchmark results

@rust/graph-benches – Integrations

representative_read_entity_type

Function	Value	Mean	Flame graphs
get_entity_type_by_id	Account ID: d4e16033-c281-4cde-aa35-9085bf2e7579	$$1.47 \mathrm{ms} \pm 6.72 \mathrm{μs}\left({\color{gray}-0.009 \mathrm{\%}}\right) $$	Flame Graph

scaling_read_entity_complete_one_depth

Function	Value	Mean	Flame graphs
entity_by_id	5 entities	$$25.5 \mathrm{ms} \pm 188 \mathrm{μs}\left({\color{gray}0.622 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	1 entities	$$20.6 \mathrm{ms} \pm 84.9 \mathrm{μs}\left({\color{gray}-0.313 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	10 entities	$$32.1 \mathrm{ms} \pm 149 \mathrm{μs}\left({\color{lightgreen}-40.884 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	50 entities	$$1.59 \mathrm{s} \pm 4.08 \mathrm{ms}\left({\color{red}453 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	25 entities	$$81.6 \mathrm{ms} \pm 435 \mathrm{μs}\left({\color{gray}2.33 \mathrm{\%}}\right) $$	Flame Graph

representative_read_multiple_entities

Function	Value	Mean	Flame graphs
link_by_source_by_property	depths: DT=0, PT=0, ET=0, E=2	$$79.7 \mathrm{ms} \pm 573 \mathrm{μs}\left({\color{gray}0.830 \mathrm{\%}}\right) $$	Flame Graph
link_by_source_by_property	depths: DT=255, PT=255, ET=255, E=255	$$108 \mathrm{ms} \pm 645 \mathrm{μs}\left({\color{gray}-2.042 \mathrm{\%}}\right) $$	Flame Graph
link_by_source_by_property	depths: DT=2, PT=2, ET=2, E=2	$$99.9 \mathrm{ms} \pm 616 \mathrm{μs}\left({\color{gray}-2.335 \mathrm{\%}}\right) $$	Flame Graph
link_by_source_by_property	depths: DT=0, PT=0, ET=0, E=0	$$41.4 \mathrm{ms} \pm 378 \mathrm{μs}\left({\color{gray}0.433 \mathrm{\%}}\right) $$	Flame Graph
link_by_source_by_property	depths: DT=0, PT=2, ET=2, E=2	$$95.5 \mathrm{ms} \pm 474 \mathrm{μs}\left({\color{gray}-2.779 \mathrm{\%}}\right) $$	Flame Graph
link_by_source_by_property	depths: DT=0, PT=0, ET=2, E=2	$$90.9 \mathrm{ms} \pm 554 \mathrm{μs}\left({\color{gray}-0.079 \mathrm{\%}}\right) $$	Flame Graph
entity_by_property	depths: DT=0, PT=0, ET=0, E=2	$$42.8 \mathrm{ms} \pm 433 \mathrm{μs}\left({\color{gray}-0.182 \mathrm{\%}}\right) $$	Flame Graph
entity_by_property	depths: DT=255, PT=255, ET=255, E=255	$$67.1 \mathrm{ms} \pm 311 \mathrm{μs}\left({\color{gray}-0.475 \mathrm{\%}}\right) $$	Flame Graph
entity_by_property	depths: DT=2, PT=2, ET=2, E=2	$$59.2 \mathrm{ms} \pm 485 \mathrm{μs}\left({\color{gray}-0.057 \mathrm{\%}}\right) $$	Flame Graph
entity_by_property	depths: DT=0, PT=0, ET=0, E=0	$$38.2 \mathrm{ms} \pm 246 \mathrm{μs}\left({\color{gray}-0.899 \mathrm{\%}}\right) $$	Flame Graph
entity_by_property	depths: DT=0, PT=2, ET=2, E=2	$$56.2 \mathrm{ms} \pm 329 \mathrm{μs}\left({\color{gray}2.12 \mathrm{\%}}\right) $$	Flame Graph
entity_by_property	depths: DT=0, PT=0, ET=2, E=2	$$50.6 \mathrm{ms} \pm 616 \mathrm{μs}\left({\color{gray}1.47 \mathrm{\%}}\right) $$	Flame Graph

representative_read_entity

Function	Value	Mean	Flame graphs
entity_by_id	entity type ID: https://blockprotocol.org/@alice/types/entity-type/block/v/1	$$16.3 \mathrm{ms} \pm 211 \mathrm{μs}\left({\color{gray}-0.752 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	entity type ID: https://blockprotocol.org/@alice/types/entity-type/book/v/1	$$17.5 \mathrm{ms} \pm 237 \mathrm{μs}\left({\color{lightgreen}-6.897 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	entity type ID: https://blockprotocol.org/@alice/types/entity-type/song/v/1	$$16.7 \mathrm{ms} \pm 230 \mathrm{μs}\left({\color{lightgreen}-7.657 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	entity type ID: https://blockprotocol.org/@alice/types/entity-type/organization/v/1	$$16.9 \mathrm{ms} \pm 289 \mathrm{μs}\left({\color{gray}1.80 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	entity type ID: https://blockprotocol.org/@alice/types/entity-type/uk-address/v/1	$$16.1 \mathrm{ms} \pm 204 \mathrm{μs}\left({\color{gray}-2.180 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	entity type ID: https://blockprotocol.org/@alice/types/entity-type/playlist/v/1	$$16.4 \mathrm{ms} \pm 181 \mathrm{μs}\left({\color{lightgreen}-5.223 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	entity type ID: https://blockprotocol.org/@alice/types/entity-type/person/v/1	$$16.6 \mathrm{ms} \pm 206 \mathrm{μs}\left({\color{gray}-3.134 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	entity type ID: https://blockprotocol.org/@alice/types/entity-type/page/v/2	$$16.2 \mathrm{ms} \pm 212 \mathrm{μs}\left({\color{lightgreen}-10.587 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	entity type ID: https://blockprotocol.org/@alice/types/entity-type/building/v/1	$$16.8 \mathrm{ms} \pm 230 \mathrm{μs}\left({\color{gray}2.47 \mathrm{\%}}\right) $$	Flame Graph

scaling_read_entity_complete_zero_depth

Function	Value	Mean	Flame graphs
entity_by_id	5 entities	$$1.98 \mathrm{ms} \pm 7.38 \mathrm{μs}\left({\color{gray}-0.790 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	1 entities	$$1.94 \mathrm{ms} \pm 9.04 \mathrm{μs}\left({\color{gray}-0.332 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	10 entities	$$2.21 \mathrm{ms} \pm 12.0 \mathrm{μs}\left({\color{gray}-0.170 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	50 entities	$$4.10 \mathrm{ms} \pm 22.1 \mathrm{μs}\left({\color{lightgreen}-7.267 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	25 entities	$$3.00 \mathrm{ms} \pm 90.6 \mathrm{μs}\left({\color{gray}3.54 \mathrm{\%}}\right) $$	Flame Graph

scaling_read_entity_linkless

Function	Value	Mean	Flame graphs
entity_by_id	1 entities	$$1.93 \mathrm{ms} \pm 7.34 \mathrm{μs}\left({\color{gray}0.633 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	10 entities	$$1.98 \mathrm{ms} \pm 45.0 \mathrm{μs}\left({\color{gray}1.14 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	100 entities	$$2.04 \mathrm{ms} \pm 7.80 \mathrm{μs}\left({\color{lightgreen}-5.565 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	1000 entities	$$2.89 \mathrm{ms} \pm 14.8 \mathrm{μs}\left({\color{gray}-3.261 \mathrm{\%}}\right) $$	Flame Graph
entity_by_id	10000 entities	$$13.8 \mathrm{ms} \pm 162 \mathrm{μs}\left({\color{gray}2.21 \mathrm{\%}}\right) $$	Flame Graph

[CiaranMn]

I'd use one underscore (_oryKratosClient) but this is fine