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a/Cargo.toml b/Cargo.toml new file mode 100644 index 0000000..9289054 --- /dev/null +++ b/Cargo.toml @@ -0,0 +1,18 @@ +[package] +name = "parquet-explorer" +version = "0.1.0" +edition = "2021" + +[dependencies] +arrow = "53.2.0" +bytes = "1.8.0" +console_error_panic_hook = "0.1.7" +leptos = { version = "0.6.15", features = ["csr", "nightly"] } +parquet = "53.2.0" +serde_json = "1.0.132" +wasm-bindgen-futures = "0.4.45" +web-sys = { version = "0.3.72", features = [ + "HtmlInputElement", + "FileList", + "File", +] } diff --git a/index.html b/index.html new file mode 100644 index 0000000..a32fa9d --- /dev/null +++ b/index.html @@ -0,0 +1,318 @@ + + + + + Parquet explorer + + + + + + + + + \ No newline at end of file diff --git a/src/main.rs b/src/main.rs new file mode 100644 index 0000000..dc7b9aa --- /dev/null +++ b/src/main.rs @@ -0,0 +1,319 @@ +use std::sync::Arc; + +use arrow::datatypes::SchemaRef; +use bytes::Bytes; +use leptos::*; +use parquet::{ + arrow::parquet_to_arrow_schema, + errors::ParquetError, + file::{metadata::ParquetMetaData, metadata::ParquetMetaDataReader}, +}; +use wasm_bindgen::{prelude::Closure, JsCast}; +use wasm_bindgen_futures::JsFuture; +use web_sys::js_sys; + +#[derive(Debug, Clone)] +struct ParquetInfo { + file_size: u64, + row_group_count: u64, + row_count: u64, + columns: u64, + has_row_group_stats: bool, + has_column_index: bool, + has_page_index: bool, + has_bloom_filter: bool, + schema: SchemaRef, +} + +impl ParquetInfo { + fn from_metadata(metadata: &ParquetMetaData, file_size: u64) -> Result { + let schema = parquet_to_arrow_schema( + metadata.file_metadata().schema_descr(), + metadata.file_metadata().key_value_metadata(), + )?; + + Ok(Self { + file_size, + row_group_count: metadata.num_row_groups() as u64, + row_count: metadata.file_metadata().num_rows() as u64, + columns: schema.fields.len() as u64, + has_row_group_stats: metadata.row_group(0).column(0).statistics().is_some(), + has_column_index: metadata.column_index().is_some(), + has_page_index: metadata.offset_index().is_some(), + has_bloom_filter: metadata + .row_group(0) + .column(0) + .bloom_filter_offset() + .is_some(), + schema: Arc::new(schema), + }) + } +} + +fn get_parquet_info(bytes: Bytes) -> Result { + let file_size = bytes.len() as u64; + let mut metadata_reader = ParquetMetaDataReader::new() + .with_page_indexes(true) + .with_column_indexes(true) + .with_offset_indexes(true); + metadata_reader.try_parse(&bytes)?; + let metadata = metadata_reader.finish()?; + + let parquet_info = ParquetInfo::from_metadata(&metadata, file_size)?; + + Ok(parquet_info) +} + +impl std::fmt::Display for ParquetInfo { + fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { + write!( + f, + "File Size: {} MB\nRow Groups: {}\nTotal Rows: {}\nColumns: {}\nFeatures: {}{}{}{}", + self.file_size as f64 / 1_048_576.0, // Convert bytes to MB + self.row_group_count, + self.row_count, + self.columns, + if self.has_row_group_stats { + "✓ Statistics " + } else { + "✗ Statistics " + }, + if self.has_column_index { + "✓ Column Index " + } else { + "✗ Column Index " + }, + if self.has_page_index { + "✓ Page Index " + } else { + "✗ Page Index " + }, + if self.has_bloom_filter { + "✓ Bloom Filter" + } else { + "✗ Bloom Filter" + }, + ) + } +} + +#[component] +fn App() -> impl IntoView { + let (file_content, set_file_content) = create_signal(None); + let (url, set_url) = create_signal(String::new()); + let (error_message, set_error_message) = create_signal(Option::::None); + + let on_file_select = move |ev: web_sys::Event| { + let input: web_sys::HtmlInputElement = event_target(&ev); + let files = input.files().unwrap(); + let file = files.get(0).unwrap(); + + const MAX_SIZE: f64 = 20.0 * 1024.0 * 1024.0; // 20MB in bytes + let file_size = file.size(); + let start = if file_size > MAX_SIZE { + file_size - MAX_SIZE + } else { + 0.0 + }; + let blob = file.slice_with_f64_and_f64(start, file_size).unwrap(); + + let file_reader = web_sys::FileReader::new().unwrap(); + let file_content_setter = set_file_content.clone(); + let file_reader_clone = file_reader.clone(); + + let onload = Closure::wrap(Box::new(move |_: web_sys::Event| { + let result = file_reader_clone.result().unwrap(); + let array_buffer = result.dyn_into::().unwrap(); + let uint8_array = js_sys::Uint8Array::new(&array_buffer); + let bytes = uint8_array.to_vec(); + let parquet_info = get_parquet_info(bytes::Bytes::from(bytes)); + + match parquet_info { + Ok(info) => { + web_sys::console::log_1(&info.to_string().into()); + file_content_setter.set(Some(info)); + } + Err(_e) => { + file_content_setter.set(None); + } + } + }) as Box); + + file_reader.set_onload(Some(onload.as_ref().unchecked_ref())); + file_reader.read_as_array_buffer(&blob).unwrap(); + onload.forget(); + }; + + let on_url_submit = move |ev: web_sys::SubmitEvent| { + ev.prevent_default(); + let url_str = url.get(); + set_error_message.set(None); // Clear previous errors + + wasm_bindgen_futures::spawn_local(async move { + let opts = web_sys::RequestInit::new(); + opts.set_method("GET"); + + let headers = web_sys::Headers::new().unwrap(); + headers.append("Accept", "*/*").unwrap(); + opts.set_headers(&headers); + + let request = web_sys::Request::new_with_str_and_init(&url_str, &opts).unwrap(); + + let window = web_sys::window().unwrap(); + let resp = match JsFuture::from(window.fetch_with_request(&request)).await { + Ok(resp) => resp, + Err(_) => { + set_error_message.set(Some("Failed to fetch the file. This might be due to CORS restrictions. Try using a direct link from S3 or a server that allows CORS.".into())); + return; + } + }; + + let resp: web_sys::Response = resp.dyn_into().unwrap(); + if !resp.ok() { + let status = resp.status(); + let error_msg = match status { + 0 => "Network error: The server might be blocking CORS requests.".to_string(), + 403 => "Access denied: The file is not publicly accessible.".to_string(), + 404 => "File not found: Please check if the URL is correct.".to_string(), + _ => format!( + "Server error (status {}): Please try a different source.", + status + ), + }; + set_error_message.set(Some(error_msg)); + return; + } + + let array_buffer = JsFuture::from(resp.array_buffer().unwrap()).await.unwrap(); + let uint8_array = js_sys::Uint8Array::new(&array_buffer); + let bytes = uint8_array.to_vec(); + + let parquet_info = get_parquet_info(bytes::Bytes::from(bytes)); + match parquet_info { + Ok(info) => { + set_file_content.set(Some(info)); + } + Err(_) => { + set_file_content.set(None); + } + } + }); + }; + + view! { +
+
+ +
+ "Drop your Parquet file here or click to browse" +
+
+
+
+ + +
+ {move || error_message.get().map(|msg| view! { +
+ {msg} +
+ "Tip: Try these sources:" +
    +
  • "Grid watch data: " "https://raw.githubusercontent.com/RobinL/iris_parquet/main/gridwatch/gridwatch_2023-01-08.parquet"
    • +
  • "Your own S3 bucket with CORS enabled"
    • +
  • "Or download the file and use the file picker above"
    • +
+
+
+ })} +
+
+ {move || { + let info = file_content.get(); + match info { + Some(info) => view! { +
+
+
"Basic Information"
+
+
+ "File size" + {format!("{:.2} MB", info.file_size as f64 / 1_048_576.0)} +
+
+ "Row groups" + {info.row_group_count} +
+
+ "Total rows" + {info.row_count} +
+
+ "Columns" + {info.columns} +
+
+ +
"Features"
+
+
+ {if info.has_row_group_stats {"✓"} else {"✗"}} " Row Group Statistics" +
+
+ {if info.has_column_index {"✓"} else {"✗"}} " Column Index" +
+
+ {if info.has_page_index {"✓"} else {"✗"}} " Page Index" +
+
+ {if info.has_bloom_filter {"✓"} else {"✗"}} " Bloom Filter" +
+
+
+
+
"Schema"
+
+ {info.schema.fields.into_iter().map(|field| { + let data_type_name = format!("{}", field.data_type()); + view! { +
+ {field.name()} + {data_type_name} +
+ } + }).collect::>()} +
+
+
+ }.into_view(), + None => view! { +
+ "No file selected" +
+ }.into_view(), + } + }} +
+
+ } +} + +fn main() { + console_error_panic_hook::set_once(); + mount_to_body(|| view! { }) +}