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Allow to read Bool values into String in JSON input formats
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@ -1262,6 +1262,7 @@ SELECT * FROM json_each_row_nested
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- [input_format_import_nested_json](/docs/en/operations/settings/settings-formats.md/#input_format_import_nested_json) - map nested JSON data to nested tables (it works for JSONEachRow format). Default value - `false`.
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- [input_format_json_read_bools_as_numbers](/docs/en/operations/settings/settings-formats.md/#input_format_json_read_bools_as_numbers) - allow to parse bools as numbers in JSON input formats. Default value - `true`.
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- [input_format_json_read_bools_as_strings](/docs/en/operations/settings/settings-formats.md/#input_format_json_read_bools_as_strings) - allow to parse bools as strings in JSON input formats. Default value - `true`.
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- [input_format_json_read_numbers_as_strings](/docs/en/operations/settings/settings-formats.md/#input_format_json_read_numbers_as_strings) - allow to parse numbers as strings in JSON input formats. Default value - `true`.
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- [input_format_json_read_arrays_as_strings](/docs/en/operations/settings/settings-formats.md/#input_format_json_read_arrays_as_strings) - allow to parse JSON arrays as strings in JSON input formats. Default value - `true`.
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- [input_format_json_read_objects_as_strings](/docs/en/operations/settings/settings-formats.md/#input_format_json_read_objects_as_strings) - allow to parse JSON objects as strings in JSON input formats. Default value - `true`.
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@ -614,6 +614,26 @@ DESC format(JSONEachRow, $$
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└───────┴─────────────────┴──────────────┴────────────────────┴─────────┴──────────────────┴────────────────┘
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```
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##### input_format_json_read_bools_as_strings
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Enabling this setting allows reading Bool values as strings.
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This setting is enabled by default.
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**Example:**
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```sql
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SET input_format_json_read_bools_as_strings = 1;
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DESC format(JSONEachRow, $$
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{"value" : true}
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{"value" : "Hello, World"}
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$$)
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```
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```response
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┌─name──┬─type─────────────┬─default_type─┬─default_expression─┬─comment─┬─codec_expression─┬─ttl_expression─┐
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│ value │ Nullable(String) │ │ │ │ │ │
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└───────┴──────────────────┴──────────────┴────────────────────┴─────────┴──────────────────┴────────────────┘
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```
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##### input_format_json_read_arrays_as_strings
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Enabling this setting allows reading JSON array values as strings.
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@ -377,6 +377,12 @@ Allow parsing bools as numbers in JSON input formats.
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Enabled by default.
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## input_format_json_read_bools_as_strings {#input_format_json_read_bools_as_strings}
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Allow parsing bools as strings in JSON input formats.
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Enabled by default.
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## input_format_json_read_numbers_as_strings {#input_format_json_read_numbers_as_strings}
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Allow parsing numbers as strings in JSON input formats.
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@ -983,6 +983,7 @@ class IColumn;
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M(SchemaInferenceMode, schema_inference_mode, "default", "Mode of schema inference. 'default' - assume that all files have the same schema and schema can be inferred from any file, 'union' - files can have different schemas and the resulting schema should be the a union of schemas of all files", 0) \
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M(Bool, schema_inference_make_columns_nullable, true, "If set to true, all inferred types will be Nullable in schema inference for formats without information about nullability.", 0) \
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M(Bool, input_format_json_read_bools_as_numbers, true, "Allow to parse bools as numbers in JSON input formats", 0) \
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M(Bool, input_format_json_read_bools_as_strings, true, "Allow to parse bools as strings in JSON input formats", 0) \
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M(Bool, input_format_json_try_infer_numbers_from_strings, false, "Try to infer numbers from string fields while schema inference", 0) \
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M(Bool, input_format_json_validate_types_from_metadata, true, "For JSON/JSONCompact/JSONColumnsWithMetadata input formats this controls whether format parser should check if data types from input metadata match data types of the corresponding columns from the table", 0) \
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M(Bool, input_format_json_read_numbers_as_strings, true, "Allow to parse numbers as strings in JSON input formats", 0) \
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@ -81,6 +81,7 @@ namespace SettingsChangesHistory
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/// It's used to implement `compatibility` setting (see https://github.com/ClickHouse/ClickHouse/issues/35972)
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static std::map<ClickHouseVersion, SettingsChangesHistory::SettingsChanges> settings_changes_history =
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{
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{"24.1", {{"input_format_json_read_bools_as_strings", false, true, "Allow to read bools as strings in JSON formats by default"}}},
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{"23.12", {{"allow_suspicious_ttl_expressions", true, false, "It is a new setting, and in previous versions the behavior was equivalent to allowing."},
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{"input_format_parquet_allow_missing_columns", false, true, "Allow missing columns in Parquet files by default"},
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{"input_format_orc_allow_missing_columns", false, true, "Allow missing columns in ORC files by default"},
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@ -335,6 +335,22 @@ void SerializationString::deserializeTextJSON(IColumn & column, ReadBuffer & ist
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{
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read(column, [&](ColumnString::Chars & data) { readJSONArrayInto(data, istr); });
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}
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else if (settings.json.read_bools_as_strings && !istr.eof() && (*istr.position() == 't' || *istr.position() == 'f'))
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{
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String str_value;
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if (*istr.position() == 't')
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{
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assertString("true", istr);
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str_value = "true";
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}
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else if (*istr.position() == 'f')
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{
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assertString("false", istr);
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str_value = "false";
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}
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read(column, [&](ColumnString::Chars & data) { data.insert(str_value.begin(), str_value.end()); });
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}
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else if (settings.json.read_numbers_as_strings && !istr.eof() && *istr.position() != '"')
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{
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String field;
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@ -450,10 +450,11 @@ String getAdditionalFormatInfoByEscapingRule(const FormatSettings & settings, Fo
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break;
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case FormatSettings::EscapingRule::JSON:
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result += fmt::format(
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", try_infer_numbers_from_strings={}, read_bools_as_numbers={}, read_objects_as_strings={}, read_numbers_as_strings={}, "
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", try_infer_numbers_from_strings={}, read_bools_as_numbers={}, read_bools_as_strings={}, read_objects_as_strings={}, read_numbers_as_strings={}, "
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"read_arrays_as_strings={}, try_infer_objects_as_tuples={}, infer_incomplete_types_as_strings={}, try_infer_objects={}",
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settings.json.try_infer_numbers_from_strings,
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settings.json.read_bools_as_numbers,
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settings.json.read_bools_as_strings,
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settings.json.read_objects_as_strings,
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settings.json.read_numbers_as_strings,
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settings.json.read_arrays_as_strings,
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@ -111,6 +111,7 @@ FormatSettings getFormatSettings(ContextPtr context, const Settings & settings)
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format_settings.json.quote_denormals = settings.output_format_json_quote_denormals;
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format_settings.json.quote_decimals = settings.output_format_json_quote_decimals;
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format_settings.json.read_bools_as_numbers = settings.input_format_json_read_bools_as_numbers;
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format_settings.json.read_bools_as_strings = settings.input_format_json_read_bools_as_strings;
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format_settings.json.read_numbers_as_strings = settings.input_format_json_read_numbers_as_strings;
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format_settings.json.read_objects_as_strings = settings.input_format_json_read_objects_as_strings;
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format_settings.json.read_arrays_as_strings = settings.input_format_json_read_arrays_as_strings;
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@ -204,6 +204,7 @@ struct FormatSettings
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bool ignore_unknown_keys_in_named_tuple = false;
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bool serialize_as_strings = false;
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bool read_bools_as_numbers = true;
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bool read_bools_as_strings = true;
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bool read_numbers_as_strings = true;
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bool read_objects_as_strings = true;
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bool read_arrays_as_strings = true;
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@ -377,6 +377,22 @@ namespace
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type_indexes.erase(TypeIndex::UInt8);
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}
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/// If we have Bool and String types convert all numbers to String.
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/// It's applied only when setting input_format_json_read_bools_as_strings is enabled.
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void transformJSONBoolsAndStringsToString(DataTypes & data_types, TypeIndexesSet & type_indexes)
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{
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if (!type_indexes.contains(TypeIndex::String) || !type_indexes.contains(TypeIndex::UInt8))
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return;
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for (auto & type : data_types)
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{
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if (isBool(type))
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type = std::make_shared<DataTypeString>();
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}
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type_indexes.erase(TypeIndex::UInt8);
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}
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/// If we have type Nothing/Nullable(Nothing) and some other non Nothing types,
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/// convert all Nothing/Nullable(Nothing) types to the first non Nothing.
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/// For example, when we have [Nothing, Array(Int64)] it will convert it to [Array(Int64), Array(Int64)]
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@ -628,6 +644,10 @@ namespace
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if (settings.json.read_bools_as_numbers)
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transformBoolsAndNumbersToNumbers(data_types, type_indexes);
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/// Convert Bool to String if needed.
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if (settings.json.read_bools_as_strings)
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transformJSONBoolsAndStringsToString(data_types, type_indexes);
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if (settings.json.try_infer_objects_as_tuples)
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mergeJSONPaths(data_types, type_indexes, settings, json_info);
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};
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@ -1382,8 +1382,12 @@ void skipJSONField(ReadBuffer & buf, StringRef name_of_field)
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}
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else
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{
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throw Exception(ErrorCodes::INCORRECT_DATA, "Unexpected symbol '{}' for key '{}'",
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std::string(*buf.position(), 1), name_of_field.toString());
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throw Exception(
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ErrorCodes::INCORRECT_DATA,
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"Cannot read JSON field here: '{}'. Unexpected symbol '{}'{}",
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String(buf.position(), std::min(buf.available(), size_t(10))),
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std::string(1, *buf.position()),
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name_of_field.empty() ? "" : " for key " + name_of_field.toString());
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}
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}
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@ -1753,7 +1757,7 @@ void readQuotedField(String & s, ReadBuffer & buf)
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void readJSONField(String & s, ReadBuffer & buf)
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{
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s.clear();
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auto parse_func = [](ReadBuffer & in) { skipJSONField(in, "json_field"); };
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auto parse_func = [](ReadBuffer & in) { skipJSONField(in, ""); };
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readParsedValueInto(s, buf, parse_func);
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}
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@ -0,0 +1,12 @@
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true
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false
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str
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true
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false
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str
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['true','false']
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['false','true']
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['str1','str2']
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['true','false']
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['false','true']
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['str1','str2']
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@ -0,0 +1,9 @@
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set input_format_json_read_bools_as_strings=1;
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select * from format(JSONEachRow, 'x String', '{"x" : true}, {"x" : false}, {"x" : "str"}');
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select * from format(JSONEachRow, '{"x" : true}, {"x" : false}, {"x" : "str"}');
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select * from format(JSONEachRow, 'x String', '{"x" : tru}'); -- {serverError CANNOT_PARSE_INPUT_ASSERTION_FAILED}
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select * from format(JSONEachRow, 'x String', '{"x" : fals}'); -- {serverError CANNOT_PARSE_INPUT_ASSERTION_FAILED}
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select * from format(JSONEachRow, 'x String', '{"x" : atru}'); -- {serverError INCORRECT_DATA}
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select * from format(JSONEachRow, 'x Array(String)', '{"x" : [true, false]}, {"x" : [false, true]}, {"x" : ["str1", "str2"]}');
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select * from format(JSONEachRow, '{"x" : [true, false]}, {"x" : [false, true]}, {"x" : ["str1", "str2"]}');
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