chore(deps): bump arrow from 7.0.0 to 8.0.0

[dependabot[bot]]

Bumps arrow from 7.0.0 to 8.0.0.

Changelog

Sourced from arrow's changelog.

8.0.0 (2022-01-20)

Full Changelog

Breaking changes:

• Return error from JSON writer rather than panic #1205 [arrow] (Ted-Jiang)
• Remove ArrowSignedNumericType to Simplify and reduce code duplication in arithmetic kernels #1161 [arrow] (jhorstmann)
• Restrict RecordReader and friends to scalar types (#1132) #1155 [parquet] (tustvold)
• Move more parquet functionality behind experimental feature flag (#1032) #1134 [parquet] (tustvold)

Implemented enhancements:

• Parquet reader should be able to read structs within list #1186 [parquet]
• Disable serde_json arbitrary_precision feature flag #1174 [arrow]
• Simplify and reduce code duplication in arithmetic.rs #1160 [arrow]
• Return Err from JSON writer rather than panic! for unsupported types #1157 [arrow]
• Support scalar mathematics kernels for Array and scalar value #1153 [arrow]
• Support DecimalArray in sort kernel #1137
• Parquet Fuzz Tests #1053
• BooleanBufferBuilder Append Packed #1038 [arrow]
• parquet Performance Optimization: StructArrayReader Redundant Level & Bitmap Computation #1034 [parquet]
• Reduce Public Parquet API #1032 [parquet]
• Add from_iter_values for binary array #1188 [arrow] (Jimexist)
• Add support for MapArray in json writer #1149 [arrow] (helgikrs)

Fixed bugs:

• Empty string arrays with no nulls are not equal #1208 [arrow]
• Pretty print a RecordBatch containing Float16 triggers a panic #1193 [arrow]
• Writing structs nested in lists produces an incorrect output #1184 [parquet]
• Undefined behavior for GenericStringArray::from_iter_values if reported iterator upper bound is incorrect #1144 [arrow]
• Interval comparisons with simd feature asserts #1136 [arrow]
• RecordReader Permits Illegal Types #1132 [parquet]

Security fixes:

• Fix undefined behavor in GenericStringArray::from_iter_values #1145 [arrow] (alamb)
• parquet: Optimized ByteArrayReader, Add UTF-8 Validation (#1040) #1082 [parquet] [arrow] (tustvold)

Documentation updates:

• Update parquet crate readme #1192 [parquet] (alamb)
• Document safety justification of some uses of from_trusted_len_iter #1148 [arrow] (alamb)

Performance improvements:

• Improve parquet reading performance for columns with nulls by preserving bitmask when possible (#1037) #1054 [parquet] [arrow] (tustvold)
• Improve parquet performance: Skip levels computation for required struct arrays in parquet #1035 [parquet] (tustvold)

... (truncated)

Commits

• 0377aae Prepare for 8.0.0 release: Update CHANGELOG and versions (#1212)
• db62ec3 Improve changelog generator script settings (#1210)
• fcd37ee Return error from JSON writer rather than panic (#1205)
• 21693a4 fix a bug in variable sized equality (#1209)
• b2416ff Update parquet crate readme (#1192)
• 96a9a54 Add comparison support for fully qualified BinaryArray (#1195)
• 799330b feat: add support for casting Duration/Interval to Int64Array (#1196)
• d68c4ae Pin WASM / packed SIMD tests to nightly-2022-01-17 (#1204)
• 9d637a4 bugfix in display of float16 array (#1194)
• 0cc0c05 parquet: Optimized ByteArrayReader, Add UTF-8 Validation (#1040) (#1082)
• Additional commits viewable in compare view

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