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= Weights & Fees
Weight provides a metric to estimate the time it takes to execute code.
By assigning a weight to every transaction, Substrate uses this metric to bound the time it takes to execute and verify each batch of transactions organized into a block.
By converting the transaction's weight to fees, Substrate charges the transaction's caller with fees in proportion to the cost of execution.
Table of Contents:
** Limit and bound non-linear complexity
** Weights should be conservative
** Underestimating weight exposes DDOS
** Steps To Generate Runtime-Specific Weights
** References
== Limit and bound non-linear complexity
TODO
== Weights should be conservative
To limit the execution time for each block, runtime constraints on Weight implicitly enforce upper bounds on computation and storage changes per block.
TODO: which runtime constraints and how are they enforced?
TODO
== Underestimating weight exposes DDOS
* Important that benchmarking hardware is not significantly more high performance than the hardware used by nodes participating in network consensus (i.e. validators, collators)
* Using worse hardware (i.e. developer hardware) does take longer and, therefore, indirectly underestimates weights.
== Steps to Generate Runtime-Specific Weights
TODO: why are runtime-specific weights important
1. Ensure Compilation With Runtime Benchmarks
2. Generate Weights Using Production Hardware
3. Write Weights to Runtime
4. Automate via Bench Bot
=== Ensure Compilation With Runtime Benchmarks
* compile `cargo build --features runtime-benchmarks`
* compile `cargo build --release --features runtime-benchmarks`
* Enforce with CI
=== Generate Weights Using Production Hardware
Technically, *Weight* represents the time it takes to execute code on *production hardware* used by nodes actively participating in the network's consensus.
```
1 unit of weight = 1 picosecond of execution time on target reference hardware
```
https://wiki.polkadot.network/docs/maintain-guides-how-to-validate-polkadot#:~:text=Reference%20Hardware%E2%80%8B,instance%20on%20GCP%20and%20c6i.[Polkadot Reference Hardware Docs] provides more information on Polkadot validator hardware requirements.
It is important to ONLY generate weights by running `cargo build --features runtime-benchmarks --release` on *production hardware*.
=== Write Weights to Runtime.
TODO: where/why
=== Automate via Bench Bot
* examples and references
== References
** *https://www.shawntabrizi.com/blog/substrate/substrate-weight-and-fees/[Substrate Weight & Fees] by https://github.com/shawntabrizi/[Shawn Tabrizi]*