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WIP: 1486/first row as headers (#1530)
* headers plugin
* Remove plugin
* Add non-functioning headers command
* Add ability to extract headers from first row
* Refactor header extraction
* Rebuild indexmap with proper headers
* Rebuild result properly
* Compiling, probably wrapped too much?
* Refactoring
* Deal with case of empty header cell
* Deal with case of empty header cell
* Fix formatting
* Fix linting, attempt 2.
* Move whole_stream_command(Headers) to more appropriate section
* ... more linting
* Return Err(ShellError...) instead of panic, yield each row instead of entire table
* Insert Column[index] if no header info is found.
* Update error description
* Add initial test
* Add tests for headers command
* Lint test cases in headers
* Change ShellError for headers, Add sample_headers file to utils.rs
* Add empty sheet to test file
* Revert "Add empty sheet to test file"
This reverts commit a4bf38a31d
.
* Show error message when given empty table
This commit is contained in:
parent
a5e97ca549
commit
ae5f3c8210
@ -311,6 +311,7 @@ pub fn create_default_context(
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whole_stream_command(Shuffle),
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whole_stream_command(Wrap),
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whole_stream_command(Pivot),
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whole_stream_command(Headers),
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// Data processing
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whole_stream_command(Histogram),
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whole_stream_command(Sum),
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@ -45,6 +45,7 @@ pub(crate) mod from_xml;
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pub(crate) mod from_yaml;
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pub(crate) mod get;
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pub(crate) mod group_by;
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pub(crate) mod headers;
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pub(crate) mod help;
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pub(crate) mod histogram;
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pub(crate) mod history;
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@ -155,6 +156,7 @@ pub(crate) use from_yaml::FromYAML;
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pub(crate) use from_yaml::FromYML;
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pub(crate) use get::Get;
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pub(crate) use group_by::GroupBy;
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pub(crate) use headers::Headers;
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pub(crate) use help::Help;
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pub(crate) use histogram::Histogram;
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pub(crate) use history::History;
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80
crates/nu-cli/src/commands/headers.rs
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80
crates/nu-cli/src/commands/headers.rs
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@ -0,0 +1,80 @@
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use crate::commands::WholeStreamCommand;
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use crate::context::CommandRegistry;
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use crate::prelude::*;
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use futures::stream::StreamExt;
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use indexmap::IndexMap;
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use nu_errors::ShellError;
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use nu_protocol::Dictionary;
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use nu_protocol::{ReturnSuccess, Signature, UntaggedValue, Value};
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pub struct Headers;
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#[derive(Deserialize)]
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pub struct HeadersArgs {}
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impl WholeStreamCommand for Headers {
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fn name(&self) -> &str {
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"headers"
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}
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fn signature(&self) -> Signature {
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Signature::build("headers")
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}
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fn usage(&self) -> &str {
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"Use the first row of the table as column names"
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}
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fn run(
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&self,
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args: CommandArgs,
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registry: &CommandRegistry,
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) -> Result<OutputStream, ShellError> {
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args.process(registry, headers)?.run()
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}
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}
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pub fn headers(
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HeadersArgs {}: HeadersArgs,
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RunnableContext { input, .. }: RunnableContext,
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) -> Result<OutputStream, ShellError> {
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let stream = async_stream! {
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let rows: Vec<Value> = input.values.collect().await;
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if rows.len() < 1 {
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yield Err(ShellError::untagged_runtime_error("Couldn't find headers, was the input a properly formatted, non-empty table?"));
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}
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//the headers are the first row in the table
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let headers: Vec<String> = match &rows[0].value {
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UntaggedValue::Row(d) => {
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Ok(d.entries.iter().map(|(k, v)| {
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match v.as_string() {
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Ok(s) => s,
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Err(_) => { //If a cell that should contain a header name is empty, we name the column Column[index]
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match d.entries.get_full(k) {
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Some((index, _, _)) => format!("Column{}", index),
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None => "unknownColumn".to_string()
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}
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}
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}
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}).collect())
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}
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_ => Err(ShellError::unexpected_eof("Could not get headers, is the table empty?", rows[0].tag.span))
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}?;
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//Each row is a dictionary with the headers as keys
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for r in rows.iter().skip(1) {
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match &r.value {
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UntaggedValue::Row(d) => {
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let mut i = 0;
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let mut entries = IndexMap::new();
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for (_, v) in d.entries.iter() {
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entries.insert(headers[i].clone(), v.clone());
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i += 1;
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}
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yield Ok(ReturnSuccess::Value(UntaggedValue::Row(Dictionary{entries}).into_value(r.tag.clone())))
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}
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_ => yield Err(ShellError::unexpected_eof("Couldn't iterate through rows, was the input a properly formatted table?", r.tag.span))
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}
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}
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};
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Ok(stream.to_output_stream())
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}
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@ -317,6 +317,10 @@ mod tests {
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loc: fixtures().join("sample_data.xlsx"),
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at: 0
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},
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Res {
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loc: fixtures().join("sample_headers.xlsx"),
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at: 0
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},
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Res {
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loc: fixtures().join("script.nu"),
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at: 0
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31
crates/nu-cli/tests/commands/headers.rs
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31
crates/nu-cli/tests/commands/headers.rs
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@ -0,0 +1,31 @@
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use nu_test_support::{nu, pipeline};
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#[test]
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fn headers_uses_first_row_as_header() {
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let actual = nu!(
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cwd: "tests/fixtures/formats", pipeline(
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r#"
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open sample_headers.xlsx
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| get Sheet1
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| headers
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| get header0
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| from-json"#
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));
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assert_eq!(actual, "r1c0r2c0")
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}
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#[test]
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fn headers_adds_missing_column_name() {
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let actual = nu!(
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cwd: "tests/fixtures/formats", pipeline(
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r#"
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open sample_headers.xlsx
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| get Sheet1
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| headers
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| get Column1
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| from-json"#
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));
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assert_eq!(actual, "r1c1r2c1")
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}
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@ -10,6 +10,7 @@ mod first;
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mod format;
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mod get;
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mod group_by;
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mod headers;
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mod histogram;
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mod insert;
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mod last;
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BIN
tests/fixtures/formats/sample_headers.xlsx
vendored
Normal file
BIN
tests/fixtures/formats/sample_headers.xlsx
vendored
Normal file
Binary file not shown.
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