spark-instrumented-optimizer/sql/core
Max Gekk 343e0bb3ad [SPARK-33286][SQL] Improve the error message about schema parsing by from_json/from_csv
# What changes were proposed in this pull request?
In the PR, I propose to improve the error message from `from_json`/`from_csv` by combining errors from all schema parsers:
- DataType.fromJson (except CSV)
- CatalystSqlParser.parseDataType
- CatalystSqlParser.parseTableSchema

Before the changes, `from_json` does not show error messages from the first parser in the chain that could mislead users.

### Why are the changes needed?
Currently, `from_json` outputs the error message from the fallback schema parser which can confuse end-users. For example:

```scala
    val invalidJsonSchema = """{"fields": [{"a":123}], "type": "struct"}"""
    df.select(from_json($"json", invalidJsonSchema, Map.empty[String, String])).show()
```
The JSON schema has an issue in `{"a":123}` but the error message doesn't point it out:
```
mismatched input '{' expecting {'ADD', 'AFTER', ...}(line 1, pos 0)

== SQL ==
{"fields": [{"a":123}], "type": "struct"}
^^^

org.apache.spark.sql.catalyst.parser.ParseException:
mismatched input '{' expecting {'ADD', 'AFTER',  ... }(line 1, pos 0)

== SQL ==
{"fields": [{"a":123}], "type": "struct"}
^^^
```

### Does this PR introduce _any_ user-facing change?
Yes, after the changes for the example above:
```
Cannot parse the schema in JSON format: Failed to convert the JSON string '{"a":123}' to a field.
Failed fallback parsing: Cannot parse the data type:
mismatched input '{' expecting {'ADD', 'AFTER', ...}(line 1, pos 0)

== SQL ==
{"fields": [{"a":123}], "type": "struct"}
^^^

Failed fallback parsing:
mismatched input '{' expecting {'ADD', 'AFTER', ...}(line 1, pos 0)

== SQL ==
{"fields": [{"a":123}], "type": "struct"}
^^^
```

### How was this patch tested?
- By existing tests suites like `JsonFunctionsSuite` and `JsonExpressionsSuite`.
- Add new test to `JsonFunctionsSuite`.
- Re-gen results for `json-functions.sql`.

Closes #30183 from MaxGekk/fromDDL-error-msg.

Authored-by: Max Gekk <max.gekk@gmail.com>
Signed-off-by: HyukjinKwon <gurwls223@apache.org>
2020-10-30 11:18:47 +09:00
..
benchmarks [SPARK-32978][SQL] Make sure the number of dynamic part metric is correct 2020-10-22 14:01:07 +00:00
src [SPARK-33286][SQL] Improve the error message about schema parsing by from_json/from_csv 2020-10-30 11:18:47 +09:00
pom.xml [SPARK-33107][BUILD][FOLLOW-UP] Remove com.twitter:parquet-hadoop-bundle:1.6.0 and orc.classifier 2020-10-11 21:54:56 -07:00