[Epic] Support region-allocated data in dataflows end-to-end

[antiguru]

trafficstars

Related to #25286.

Change timely, differential, Materialize to support containers on dataflow edges. This enables us to use specific containers, such as flatcontainer that limit the amount of memory allocations shared between threads, and improve locality.

Product outcome

Materialize uses less CPU cycles to compute a result.

Work items

- [ ] https://github.com/TimelyDataflow/timely-dataflow/pull/562
- [ ] https://github.com/TimelyDataflow/timely-dataflow/pull/556
- [ ] https://github.com/TimelyDataflow/timely-dataflow/pull/541
- [ ] https://github.com/TimelyDataflow/differential-dataflow/pull/478
- [ ] https://github.com/TimelyDataflow/differential-dataflow/pull/474
- [ ] https://github.com/TimelyDataflow/differential-dataflow/pull/476
- [ ] https://github.com/TimelyDataflow/differential-dataflow/pull/477
- [ ] https://github.com/TimelyDataflow/differential-dataflow/pull/471
- [ ] https://github.com/TimelyDataflow/differential-dataflow/pull/472
- [ ] https://github.com/TimelyDataflow/differential-dataflow/pull/473
- [ ] https://github.com/TimelyDataflow/differential-dataflow/pull/480
- [ ] Container-invariant sorter trait.
- [ ] Let builders in differential accept chains of data.
- [ ] Differential's half-join operator needs data in vectors.
- [ ] https://github.com/TimelyDataflow/differential-dataflow/pull/487
- [ ] Introduce `MzCollection` that wraps `Collection` in Materialize.
- [ ] https://github.com/TimelyDataflow/differential-dataflow/pull/487

Decision log

• 1 January 1970. Issue created.

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