Reduce RAM and persistent storage by deduplicating inlined dict type info

[fxamacker]

Closes #358 Updates epic #292

This PR deduplicates Cadence dictionary type resulting in reduced memory and persistent storage.

More specifically, this encodes inlined atree slab extra data section as two-element array:

• array of deduplicated type info
• array of deduplicated extra data with type info index

TODO (est. 1.5 - 2 days effort total):
[x] - initial deduplication of dict type info
[x] - build, run, and pass migration with validation enabled for all accounts and all payloads from mainnet snapshot
[x] - improve deduplication (1/2 day effort to wrap up + rerun test using mainnet snapshot)

UPDATE (Feb 29, 2024): 🛑 Work on this PR is paused to work on urgent request to create tooling for Cadence 1.0 migration.

• https://discord.com/channels/613813861610684416/1212814563385413682/1212814774723805194
• Add feature to migration program to show diff of Cadence values before and after migration flow-go#5483
• also several PRs for Run full Cadence 1.0 migration on TN state cadence#3096 (comment)

NOTE: This PR is expected to produce small improvements to atree inlining & deduplication results 📊.

---

• Targeted PR against main branch
• Linked to Github issue with discussion and accepted design OR link to spec that describes this work
• Code follows the standards mentioned here
• Updated relevant documentation
• Re-reviewed Files changed in the Github PR explorer
• Added appropriate labels

[codecov-commenter]

Codecov Report

Attention: Patch coverage is 62.92135% with 66 lines in your changes are missing coverage. Please review.

Project coverage is 70.38%. Comparing base (2fbf860) to head (35fdb7e).
Report is 8 commits behind head on feature/array-map-inlining.

Files	Patch %	Lines
typeinfo.go	61.48%	43 Missing and 14 partials ⚠️
array_debug.go	30.76%	6 Missing and 3 partials ⚠️

Additional details and impacted files

@@                      Coverage Diff                       @@
##           feature/array-map-inlining     #369      +/-   ##
==============================================================
+ Coverage                       62.45%   70.38%   +7.92%     
==============================================================
  Files                              15       15              
  Lines                           10919    12653    +1734     
==============================================================
+ Hits                             6820     8906    +2086     
+ Misses                           3119     2749     -370     
- Partials                          980      998      +18     

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[fxamacker]

I found some improvements to deduplication while migration + validation was running last night.

[fxamacker]

Work on this PR is paused this morning to meet about and begin work on urgent request to help with Cadence 1.0 migration.

• https://discord.com/channels/613813861610684416/1212814563385413682/1212814774723805194
• Add feature to migration program to show diff of Cadence values before and after migration flow-go#5483

This PR has about 1/2 day of effort left to improve its deduplication for further reduction of memory and persistent storage.

[fxamacker]

Yesterday, this passed atree inlining & deduplication migration with validation enabled (for all payloads for all accounts) using mainnet Jan 19, 2024 checkpoint as input.

[ramtinms]

Looks good to me