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//#![warn(missing_docs)] //! Takes a name or a list of names and verifies them against a variety of //! biodiversity [Data Sources][data_source_ids] //! //! ## Example //! //! ```rust //! use gnverify::{GNVerify, Input, MatchType}; //! //! let gnv = GNVerify::new(); //! let inputs: Vec<Input> = vec![Input{id: None, name: "Homo sapiens".to_owned()}]; //! let outputs = gnv.verify(&inputs); //! assert_eq!(outputs.len(), 1); //! if let Some(output) = outputs.iter().next() { //! assert_eq!(output.match_type.to_string(), "Exact".to_owned()); //! } //! ``` //! //! [data_source_ids]: http://resolver.globalnames.org/data_sources //! mod error; /// format determines output format for name verification. It can be set to /// CSV, JSON, and Pretty JSON. pub mod format; mod verif; use crossbeam_channel::{Receiver, Sender}; pub use error::GNVerifyError; pub use format::Format; use log::error; use serde_json; pub use std::io; use std::thread; pub use verif::output::{MatchType, Output}; pub use verif::Input; use verif::{remote, Verified}; /// Keeps configuration parameters and organizes main functions for changing /// configuration and performing name-strings verification and formatting of /// verification output. #[derive(Debug, Default, Clone)] pub struct GNVerify { /// list of IDs of Data Sources. Each Data Source is a checklist of scientific names / (e.g /// Encyclopedia of Life, GBIF, Catalogue of Life) and can be curated to a /// degree, automatically curated or not curated. If a name-string has a match to any /// of these sources, the matching result will always be returned in preferred_results /// section of the output. pub sources: Option<Vec<i64>>, /// Normally output would pub preferred_only: bool, /// Position of ScientificName field in the document. Default value is 1 /// (the first field is 1, not 0). If gnverify verifies names from a txt /// file, it assumes that the text has one name per line, and nothing else. pub name_field: i64, /// size of a bach of names sent as a unit for verification to /// gnindex. pub batch_size: usize, /// sets format of the final output. It can be CSV, JSON, or Pretty JSON. pub format: Format, } impl GNVerify { /// Creates a new instance of GNVerify and sets default values for all fields. pub fn new() -> Self { GNVerify { batch_size: 500, name_field: 1, ..Default::default() } } /// Sets sources field. Sources is a list of IDs for data sources. If a /// match found for these data-sources, such data will be always returned /// to the user even if such results are not the best-scored results. /// /// ## Example /// /// ```rust /// use gnverify::GNVerify; /// /// let mut gnv = GNVerify::new(); /// assert!(gnv.sources.is_none()); /// gnv.sources(vec![1,11,169]); /// assert_eq!(gnv.sources.unwrap()[1], 11_i64); /// ``` pub fn sources(&mut self, sources: Vec<i64>) { self.sources = Some(sources); } /// Sets the index of name-string field. For example, if your TSV file /// contains "ID", "ScientificName", "Reference", use name_index 2. /// /// /// ## Example /// /// ```rust /// use gnverify::GNVerify; /// /// let mut gnv = GNVerify::new(); /// assert_eq!(gnv.name_field, 1); /// gnv.name_field(3); /// assert_eq!(gnv.name_field, 3); /// ``` pub fn name_field(&mut self, name_field: i64) { self.name_field = name_field; } /// Sets preferred_only field to true /// /// ## Example /// /// ```rust /// use gnverify::GNVerify; /// /// let mut gnv = GNVerify::new(); /// assert_eq!(gnv.preferred_only, false); /// gnv.preferred_only(); /// assert_eq!(gnv.preferred_only, true); /// ``` pub fn preferred_only(&mut self) { self.preferred_only = true; } /// Sets output format to one of: CSV, JSON, Pretty JSON. /// /// ## Example /// /// ```rust /// use gnverify::{GNVerify, Format}; /// /// let mut gnv = GNVerify::new(); /// assert_eq!(gnv.format.to_string(), "CSV"); /// gnv.format(Format::Pretty); /// assert_eq!(gnv.format.to_string(), "Pretty"); /// ``` pub fn format(&mut self, format: Format) { self.format = format; } /// Takes input channel with name-strings to verify and uses output channel /// to send back results of verification. The input channel is then cloned /// for several workers, so they all send data to gnindex server in parallel. /// There input send name-string in batches and their size is determined by /// batch_size field. /// /// ## Example /// /// ```rust /// use gnverify::{GNVerify, Input}; /// use crossbeam_channel::bounded; /// use std::thread; /// /// let mut gnv = GNVerify::new(); /// /// let (in_s, in_r) = bounded(0); /// let (out_s, out_r) = bounded(0); /// thread::spawn(move || gnv.clone().verify_stream(in_r, out_s)); /// let inputs: Vec<Input> = vec![Input{id: None, name: "Homo sapiens".to_owned()}]; /// in_s.send(inputs).unwrap(); /// let o = out_r.recv().unwrap(); /// assert_eq!(o.iter().next().unwrap().name, "Homo sapiens"); /// ``` pub fn verify_stream(&self, in_r: Receiver<Vec<Input>>, out_s: Sender<Vec<Output>>) { for _ in 0..5 { let in_r1 = in_r.clone(); let out_s1 = out_s.clone(); let gnv = self.clone(); thread::spawn(move || gnv.verify_worker(in_r1, out_s1)); } } fn verify_worker(&self, in_r: Receiver<Vec<Input>>, in_s: Sender<Vec<Output>>) { for inputs in in_r { let outputs = self.verify(&inputs); in_s.send(outputs).unwrap(); } } /// Takes as input a vector name-strings and returns back a vector of /// corresponding verification outputs for the name-strings. /// /// ## Example /// /// ```rust /// use gnverify::{GNVerify, Input, MatchType}; /// /// let gnv = GNVerify::new(); /// let inputs: Vec<Input> = vec![Input{id: None, name: "Homo sapiens".to_owned()}]; /// let outputs = gnv.verify(&inputs); /// assert_eq!(outputs.len(), 1); /// if let Some(output) = outputs.iter().next() { /// assert_eq!(output.match_type.to_string(), "Exact".to_owned()); /// } /// ``` /// pub fn verify(&self, inputs: &Vec<Input>) -> Vec<Output> { let mut retries = 0; loop { match remote::verify(inputs, &self.sources) { Ok(resolved) => { return self.process_outputs(resolved.name_resolver.responses, retries); } Err(err) => { if retries < 3 { retries += 1; } else { let err_str = Some(format!("{}", err)); error!("{}", err); return self.bad_outputs(inputs, retries, err_str); } } }; } } /// Convenience function that takes as an input a vector of name-strings /// and prints out results in desired output format. /// /// ## Example /// /// ```rust /// use gnverify::{GNVerify, Input, MatchType}; /// /// let gnv = GNVerify::new(); /// let inputs: Vec<Input> = vec![Input{id: None, name: "Homo sapiens".to_owned()}]; /// gnv.verify_and_format(&inputs); /// ``` /// pub fn verify_and_format(&self, inputs: &Vec<Input>) { let outputs = self.verify(inputs); self.format_outputs(outputs, true); } /// Takes outputs of name-verification process and prints out the outputs /// in a desired format. It also takes with_headers parameter. If it is /// true, the printed output will have corresponding headers in CSV format. /// /// ## Example /// /// ```rust /// use gnverify::{GNVerify, Input, MatchType}; /// /// let gnv = GNVerify::new(); /// let inputs: Vec<Input> = vec![Input{id: None, name: "Homo sapiens".to_owned()}]; /// let outputs = gnv.verify(&inputs); /// assert_eq!(outputs.len(), 1); /// gnv.format_outputs(outputs, true); /// ``` pub fn format_outputs(&self, outputs: Vec<Output>, with_headers: bool) { match self.format { Format::Pretty => self.write_json(outputs, true), Format::Compact => self.write_json(outputs, false), _ => self.write_csv(outputs, with_headers).unwrap(), } } fn process_outputs(&self, results: Vec<Verified>, retries: i64) -> Vec<Output> { let mut outputs: Vec<Output> = Vec::with_capacity(results.len()); for item in results { outputs.push(Output::new(item, retries, self.preferred_only)) } outputs } fn bad_outputs(&self, inputs: &Vec<Input>, retries: i64, error: Option<String>) -> Vec<Output> { let mut outputs: Vec<Output> = Vec::with_capacity(inputs.len()); for input in inputs { let output = Output { name: input.name.clone(), retries, error: error.clone(), ..Default::default() }; outputs.push(output); } outputs } fn write_json(&self, outputs: Vec<Output>, pretty: bool) { for o in outputs { if pretty { print!("{}\n", serde_json::to_string_pretty(&o).unwrap()); } else { print!("{}\n", serde_json::to_string(&o).unwrap()); } } } fn write_csv(&self, outputs: Vec<Output>, with_headers: bool) -> anyhow::Result<()> { let mut wtr = csv::WriterBuilder::new() .has_headers(with_headers) .from_writer(io::stdout()); for o in outputs { for c in o.to_csv(self.preferred_only) { wtr.serialize(c)? } } wtr.flush()?; Ok(()) } }