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Fix flatten behavior (#5584)
* one step closer to flatten * integration code is passing, but still need to do one more level flatten for table * fix flatten * using match instead of several if let * make better comment * fmt code * better comment
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2 changed files with 82 additions and 32 deletions
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@ -123,7 +123,20 @@ fn flatten(
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}
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enum TableInside<'a> {
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// handle for a column which contains a single list(but not list of records).
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Entries(&'a str, &'a Span, Vec<&'a Value>),
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// handle for a column which contains a table, we can flatten the inner column to outer level
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// `columns` means that for the given row, it contains `len(columns)` nested rows, and each nested row contains a list of column name.
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// Likely, `values` means that for the given row, it contains `len(values)` nested rows, and each nested row contains a list of values.
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//
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// `parent_column_name` is handled for conflicting column name, the nested table may contains columns which has the same name
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// to outer level, for that case, the output column name should be f"{parent_column_name}_{inner_column_name}".
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FlatternedRows {
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columns: Vec<Vec<String>>,
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_span: &'a Span,
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values: Vec<Vec<Value>>,
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parent_column_name: &'a str,
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},
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}
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fn flat_value(columns: &[CellPath], item: &Value, _name_tag: Span) -> Vec<Value> {
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@ -178,10 +191,28 @@ fn flat_value(columns: &[CellPath], item: &Value, _name_tag: Span) -> Vec<Value>
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cols,
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vals,
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span: _,
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} => cols.iter().enumerate().for_each(|(idx, column)| {
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out.insert(column.to_string(), vals[idx].clone());
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}),
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} => {
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if column_requested.is_none() && !columns.is_empty() {
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if out.contains_key(column) {
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out.insert(format!("{}_{}", column, column), value.clone());
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} else {
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out.insert(column.to_string(), value.clone());
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}
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} else {
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cols.iter().enumerate().for_each(|(idx, inner_record_col)| {
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if out.contains_key(inner_record_col) {
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out.insert(
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format!("{}_{}", column, inner_record_col),
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vals[idx].clone(),
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);
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} else {
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out.insert(inner_record_col.to_string(), vals[idx].clone());
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}
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})
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}
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}
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Value::List { vals, span: _ } if vals.iter().all(|f| f.as_record().is_ok()) => {
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// it's a table (a list of record, we can flatten inner record)
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let mut cs = vec![];
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let mut vs = vec![];
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@ -198,18 +229,16 @@ fn flat_value(columns: &[CellPath], item: &Value, _name_tag: Span) -> Vec<Value>
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} else {
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out.insert(column.to_string(), value.clone());
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}
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continue;
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}
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} else {
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let cols = cs.into_iter().map(|f| f.to_vec());
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let vals = vs.into_iter().map(|f| f.to_vec());
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let cols = cs.into_iter().flat_map(|f| f.to_vec());
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let vals = vs.into_iter().flat_map(|f| f.to_vec());
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for (k, v) in cols.into_iter().zip(vals.into_iter()) {
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if out.contains_key(&k) {
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out.insert(format!("{}_{}", column, k), v.clone());
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} else {
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out.insert(k, v.clone());
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}
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inner_table = Some(TableInside::FlatternedRows {
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columns: cols.collect(),
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_span: &s,
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values: vals.collect(),
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parent_column_name: column,
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});
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}
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}
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Value::List {
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@ -265,26 +294,51 @@ fn flat_value(columns: &[CellPath], item: &Value, _name_tag: Span) -> Vec<Value>
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}
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let mut expanded = vec![];
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match inner_table {
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Some(TableInside::Entries(column, _, entries)) => {
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for entry in entries {
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let mut base = out.clone();
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if let Some(TableInside::Entries(column, _, entries)) = inner_table {
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for entry in entries {
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let mut base = out.clone();
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base.insert(column.to_string(), entry.clone());
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base.insert(column.to_string(), entry.clone());
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let record = Value::Record {
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cols: base.keys().map(|f| f.to_string()).collect::<Vec<_>>(),
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vals: base.values().cloned().collect(),
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span: tag,
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};
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expanded.push(record);
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}
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}
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Some(TableInside::FlatternedRows {
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columns,
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_span,
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values,
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parent_column_name,
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}) => {
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for (inner_cols, inner_vals) in columns.into_iter().zip(values) {
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let mut base = out.clone();
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for (col, val) in inner_cols.into_iter().zip(inner_vals) {
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if base.contains_key(&col) {
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base.insert(format!("{}_{}", parent_column_name, col), val);
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} else {
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base.insert(col, val);
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}
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}
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let record = Value::Record {
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cols: base.keys().map(|f| f.to_string()).collect::<Vec<_>>(),
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vals: base.values().cloned().collect(),
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span: tag,
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};
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expanded.push(record);
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}
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}
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None => {
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let record = Value::Record {
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cols: base.keys().map(|f| f.to_string()).collect::<Vec<_>>(),
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vals: base.values().cloned().collect(),
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cols: out.keys().map(|f| f.to_string()).collect::<Vec<_>>(),
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vals: out.values().cloned().collect(),
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span: tag,
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};
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expanded.push(record);
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}
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} else {
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let record = Value::Record {
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cols: out.keys().map(|f| f.to_string()).collect::<Vec<_>>(),
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vals: out.values().cloned().collect(),
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span: tag,
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};
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expanded.push(record);
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}
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expanded
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} else if item.as_list().is_ok() {
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@ -78,8 +78,6 @@ fn flatten_row_column_explicitly() {
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})
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}
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// FIXME: jt: needs more work
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#[ignore]
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#[test]
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fn flatten_row_columns_having_same_column_names_flats_separately() {
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Playground::setup("flatten_test_2", |dirs, sandbox| {
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@ -114,8 +112,6 @@ fn flatten_row_columns_having_same_column_names_flats_separately() {
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})
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}
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// FIXME: jt: needs more work
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#[ignore]
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#[test]
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fn flatten_table_columns_explicitly() {
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Playground::setup("flatten_test_3", |dirs, sandbox| {
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