Finch-tensor

[Diff since v0.6.26](https://github.com/willow-ahrens/Finch.jl/compare/v0.6.26...v0.6.27)


**Merged pull requests:**
- fixing binsparse (555) (willow-ahrens)
- Wma/default >fill value (556) (willow-ahrens)
- add warning operators in Finch to allow floor division without errors (557) (willow-ahrens)
- Update Project.toml (559) (willow-ahrens)

**Closed issues:**
- `RuleRewriteError` in `.//` and `rem`. `MethodError` in `prod` (474)
- Eager reshape implementation (490)
- matrixmarket reader may be swapping row and column (523)
- rename `default` to `fill_value` (535)
- binsparse is out of date (537)

[Diff since v0.6.25](https://github.com/willow-ahrens/Finch.jl/compare/v0.6.25...v0.6.26)


**Merged pull requests:**
- Finer-grained Parallel analysis (409) (wraith1995)
- CI: Add `finch-tensor` tests job (541) (mtsokol)
- hotfix einsum (543) (willow-ahrens)
- Add Einsum Scalar Multiplication Test (544) (albertlu03)
- Slight fix for einsum test (545) (albertlu03)
- Kbd-wrapperize-fix (547) (kylebd99)
- fixes 290 (548) (willow-ahrens)
- Wma/abstractgeneratedarray (549) (willow-ahrens)
- Fix `fspzeros` docstring signature to match implementation (551) (ericphanson)
- Wma/improve precompile (552) (willow-ahrens)
- misc fixes (553) (willow-ahrens)

**Closed issues:**
- Unreachable not defined should be a better error (290)
- Add "AbstractGeneratedArray" for overloading (503)
- issue passing mix of lazy and eager arguments to einsum (520)
- equality between swizzle and tensor not working (530)
- LogicInterpreter cannot handle loops which are completely extruded (533)
- Broadcasting issue in MMM operation (534)
- ambiguity error with swizzle of lazytensor (536)
- add finch-tensor tests downstream (539)
- Fix Missing Protocols Bug (546)
- Use custom extrude method (550)
- Disappearing value in one-element 1-D Tensors (554)

[Diff since v0.6.24](https://github.com/willow-ahrens/Finch.jl/compare/v0.6.24...v0.6.25)


**Merged pull requests:**
- Wma/noopcompute (477) (willow-ahrens)
- fixes 524 527 528 529 (532) (willow-ahrens)

**Closed issues:**
- Regression in the lazy mode (524)
- Issue with Colon indexing in 1D arrays (527)
- Lazy indexing - issue with the rightmost `nothing` dimension (528)
- `DimensionMismatch` when broadcasting singleton dimensions (529)

[Diff since v0.6.23](https://github.com/willow-ahrens/Finch.jl/compare/v0.6.23...v0.6.24)


**Merged pull requests:**
- Update README.md (509) (willow-ahrens)
- measure the overhead of calling the HLI (510) (willow-ahrens)
- add missing tensor constructor docs to webpage (513) (willow-ahrens)
- dce (516) (willow-ahrens)
- Wma/improve subquery (518) (willow-ahrens)
- Add compilation and caching to high-level interface (519) (willow-ahrens)
- Wma/reorg code (521) (willow-ahrens)
- Wma/cleanup caching2 (522) (willow-ahrens)
- add verbose mode to executor (526) (willow-ahrens)

**Closed issues:**
- Lazy Executor has a high overhead (0.02 s) (460)
- Segfault when converting COO to Dense (511)
- `fsprand` is a little slow (517)

[Diff since v0.6.22](https://github.com/willow-ahrens/Finch.jl/compare/v0.6.22...v0.6.23)


**Merged pull requests:**
- Add an einsum function (454) (willow-ahrens)
- add missing test statements around some check_output commands (504) (willow-ahrens)
- Wma/fix122again (505) (willow-ahrens)
- reorganize utils (506) (willow-ahrens)
- Wma/options (507) (willow-ahrens)
- reduce style correctly (508) (willow-ahrens)

**Closed issues:**
- Add functionality to check whether value is statically fill (122)
- einsum macro (428)

[Diff since v0.6.21](https://github.com/willow-ahrens/Finch.jl/compare/v0.6.21...v0.6.22)


**Merged pull requests:**
- Add eager A[:, nothing, :] (498) (willow-ahrens)
- Wma/fix487 (501) (willow-ahrens)
- fix NPZ reader for local paths (502) (willow-ahrens)

**Closed issues:**
- add eager version of `A[:, nothing, :]` (480)
- Error in reducing 1-size Tensors (485)
- [Lazy API] Error in elementwise ops for tensors with 1-size dimensions (487)
- npz file reader errors (500)