├── src
    ├── lib.rs
    ├── archive.rs
    ├── api
    │   └── oauth.rs
    ├── api.rs
    └── main.rs
├── .gitignore
├── README.md
├── Cargo.toml
└── Cargo.lock


/src/lib.rs:
--------------------------------------------------------------------------------
1 | pub mod api;
2 | pub mod archive;
3 | 


--------------------------------------------------------------------------------
/.gitignore:
--------------------------------------------------------------------------------
1 | /target
2 | *.zip
3 | /twitter-*/
4 | /cache.json
5 | /ornithology.html
6 | 


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
 1 | This is a silly little tool that you pass your [Twitter archive] to, and
 2 | it generates a HTML page with some notable tweets from your history and
 3 | some of your more interesting followers.
 4 | 
 5 | Install with
 6 | 
 7 | ```console
 8 | $ cargo install ornithology-cli
 9 | ```
10 | 
11 | Run with
12 | 
13 | ```console
14 | $ ornithology path/to/twitter/archive
15 | ```
16 | 
17 | It should open your browser once to authenticate with Twitter, and once
18 | to render the page with interesting tweets. See `--help` for more stuff
19 | you can do. Here's [an example] for [my Twitter account].
20 | 
21 | [Twitter archive]: https://help.twitter.com/en/managing-your-account/how-to-download-your-twitter-archive
22 | [an example]: https://jon.thesquareplanet.com/share/ornithology.html
23 | [my Twitter account]: https://twitter.com/jonhoo
24 | 


--------------------------------------------------------------------------------
/Cargo.toml:
--------------------------------------------------------------------------------
 1 | [package]
 2 | name = "ornithology-cli"
 3 | version = "0.1.1"
 4 | edition = "2021"
 5 | license = "MIT OR Apache-2.0"
 6 | repository = "https://github.com/jonhoo/ornithology"
 7 | categories = ["command-line-utilities"]
 8 | description = "A tool that parses your Twitter archive and highlights interesting data from it."
 9 | 
10 | [dependencies]
11 | anyhow = "1"
12 | axum = { version = "0.5", features = ["http2"] }
13 | clap = { version = "3", features = ["derive"] }
14 | futures-util = { version = "0.3" }
15 | indicatif = "0.16"
16 | oauth2 = "4.2"
17 | open = "3"
18 | rand = "0.8"
19 | reqwest = { version = "0.11", features = ["json"] }
20 | serde_json = "1"
21 | serde_urlencoded = "0.7"
22 | serde = { version = "1", features = ["derive"] }
23 | time = { version = "0.3", features = ["serde", "serde-well-known"] }
24 | tokio = { version = "1", features = ["full"] }
25 | tower = { version = "0.4", features = ["limit", "retry"] }
26 | url = "2"
27 | zip = "0.6"
28 | 
29 | [[bin]]
30 | path = "src/main.rs"
31 | name = "ornithology"
32 | 


--------------------------------------------------------------------------------
/src/archive.rs:
--------------------------------------------------------------------------------
  1 | use serde::Deserialize;
  2 | 
  3 | pub fn parse<R, T, F, FT, C>(
  4 |     archive: &mut zip::ZipArchive<R>,
  5 |     datafile: &str,
  6 |     mut map: F,
  7 | ) -> anyhow::Result<C>
  8 | where
  9 |     R: std::io::Read + std::io::Seek,
 10 |     T: serde::de::DeserializeOwned,
 11 |     F: FnMut(T) -> Option<FT>,
 12 |     C: FromIterator<FT>,
 13 | {
 14 |     use anyhow::Context;
 15 |     let mut file = archive
 16 |         .by_name(datafile)
 17 |         .with_context(|| format!("pick {} from archive", datafile))?;
 18 |     let mut contents = String::new();
 19 |     std::io::Read::read_to_string(&mut file, &mut contents)
 20 |         .with_context(|| format!("read {}", datafile))?;
 21 | 
 22 |     let data_start = contents
 23 |         .find('[')
 24 |         .with_context(|| format!("find [ indicating start of data in {}", datafile))?;
 25 |     let data = &contents[data_start..];
 26 |     let mut data = data.as_bytes();
 27 |     let deser = serde_json_array_iter::iter_json_array(&mut data);
 28 |     Ok(deser
 29 |         .filter_map(|v| v.map(&mut map).transpose())
 30 |         .collect::<Result<C, std::io::Error>>()
 31 |         .with_context(|| format!("parse {}", datafile))?)
 32 | }
 33 | 
 34 | #[derive(Debug, Deserialize)]
 35 | pub enum Follower {
 36 |     #[serde(rename = "follower")]
 37 |     One {
 38 |         #[serde(rename = "accountId", deserialize_with = "u64_from_str")]
 39 |         id: u64,
 40 |     },
 41 | }
 42 | 
 43 | #[derive(Debug, Deserialize)]
 44 | pub enum Tweet {
 45 |     #[serde(rename = "tweet")]
 46 |     One {
 47 |         #[serde(rename = "id", deserialize_with = "u64_from_str")]
 48 |         id: u64,
 49 |         #[serde(rename = "full_text")]
 50 |         text: String,
 51 |     },
 52 | }
 53 | 
 54 | fn u64_from_str<'de, D>(deserializer: D) -> Result<u64, D::Error>
 55 | where
 56 |     D: serde::de::Deserializer<'de>,
 57 | {
 58 |     let s = String::deserialize(deserializer)?;
 59 |     s.parse().map_err(serde::de::Error::custom)
 60 | }
 61 | 
 62 | // https://github.com/serde-rs/json/issues/404
 63 | mod serde_json_array_iter {
 64 |     use serde::de::DeserializeOwned;
 65 |     use serde_json::{self, Deserializer};
 66 |     use std::io::{self, Read};
 67 | 
 68 |     fn read_skipping_ws(mut reader: impl Read) -> io::Result<u8> {
 69 |         loop {
 70 |             let mut byte = 0u8;
 71 |             reader.read_exact(std::slice::from_mut(&mut byte))?;
 72 |             if !byte.is_ascii_whitespace() {
 73 |                 return Ok(byte);
 74 |             }
 75 |         }
 76 |     }
 77 | 
 78 |     fn invalid_data(msg: &str) -> io::Error {
 79 |         io::Error::new(io::ErrorKind::InvalidData, msg)
 80 |     }
 81 | 
 82 |     fn deserialize_single<T: DeserializeOwned, R: Read>(reader: R) -> io::Result<T> {
 83 |         let next_obj = Deserializer::from_reader(reader).into_iter::<T>().next();
 84 |         match next_obj {
 85 |             Some(result) => result.map_err(Into::into),
 86 |             None => Err(invalid_data("premature EOF")),
 87 |         }
 88 |     }
 89 | 
 90 |     fn yield_next_obj<T: DeserializeOwned, R: Read>(
 91 |         mut reader: R,
 92 |         at_start: &mut bool,
 93 |     ) -> io::Result<Option<T>> {
 94 |         if !*at_start {
 95 |             *at_start = true;
 96 |             if read_skipping_ws(&mut reader)? == b'[' {
 97 |                 // read the next char to see if the array is empty
 98 |                 let peek = read_skipping_ws(&mut reader)?;
 99 |                 if peek == b']' {
100 |                     Ok(None)
101 |                 } else {
102 |                     deserialize_single(io::Cursor::new([peek]).chain(reader)).map(Some)
103 |                 }
104 |             } else {
105 |                 Err(invalid_data("`[` not found"))
106 |             }
107 |         } else {
108 |             match read_skipping_ws(&mut reader)? {
109 |                 b',' => deserialize_single(reader).map(Some),
110 |                 b']' => Ok(None),
111 |                 _ => Err(invalid_data("`,` or `]` not found")),
112 |             }
113 |         }
114 |     }
115 | 
116 |     pub fn iter_json_array<T: DeserializeOwned, R: Read>(
117 |         mut reader: R,
118 |     ) -> impl Iterator<Item = Result<T, io::Error>> {
119 |         let mut at_start = false;
120 |         std::iter::from_fn(move || yield_next_obj(&mut reader, &mut at_start).transpose())
121 |     }
122 | }
123 | 


--------------------------------------------------------------------------------
/src/api/oauth.rs:
--------------------------------------------------------------------------------
  1 | use anyhow::Context;
  2 | use axum::{extract::Query, routing::get, Router};
  3 | use oauth2::{HttpRequest, HttpResponse, RedirectUrl};
  4 | use reqwest::StatusCode;
  5 | use serde::{Deserialize, Serialize};
  6 | use std::fmt;
  7 | use std::{
  8 |     net::SocketAddr,
  9 |     sync::{Arc, Mutex},
 10 | };
 11 | 
 12 | /// The data passed along with an OAuth authorization redirect.
 13 | #[derive(Debug, Deserialize, Serialize)]
 14 | #[serde(untagged)]
 15 | pub(super) enum Redirect {
 16 |     Authorized { code: String, state: String },
 17 |     Error(Error),
 18 | }
 19 | 
 20 | #[derive(Debug, Deserialize, Serialize)]
 21 | pub(super) struct Error {
 22 |     #[serde(rename = "error")]
 23 |     kind: AuthErrorKind,
 24 | 
 25 |     /// The authorization server can optionally include a human-readable description of the
 26 |     /// error. This parameter is intended for the developer to understand the error, and is not
 27 |     /// meant to be displayed to the end user. The valid characters for this parameter are the
 28 |     /// ASCII character set except for the double quote and backslash, specifically, hex codes
 29 |     /// 20-21, 23-5B and 5D-7E.
 30 |     #[serde(rename = "error_description")]
 31 |     description: Option<String>,
 32 | 
 33 |     /// The server can also return a URL to a human-readable web page with information about
 34 |     /// the error. This is intended for the developer to get more information about the error,
 35 |     /// and is not meant to be displayed to the end user.
 36 |     #[serde(rename = "error_uri")]
 37 |     uri: Option<String>,
 38 | 
 39 |     /// If the request contained a state parameter, the error response must also include the
 40 |     /// exact value from the request. The client may use this to associate this response with
 41 |     /// the initial request.
 42 |     state: String,
 43 | }
 44 | 
 45 | impl fmt::Display for Error {
 46 |     fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
 47 |         write!(f, "OAuth authentication flow failed")
 48 |     }
 49 | }
 50 | 
 51 | impl std::error::Error for Error {
 52 |     fn source(&self) -> Option<&(dyn std::error::Error + 'static)> {
 53 |         Some(&self.kind)
 54 |     }
 55 | }
 56 | 
 57 | #[derive(Debug, Deserialize, Serialize)]
 58 | pub(super) enum AuthErrorKind {
 59 |     /// The request is missing a parameter, contains an invalid parameter, includes a parameter
 60 |     /// more than once, or is otherwise invalid.
 61 |     #[serde(rename = "invalid_request")]
 62 |     InvalidRequest,
 63 |     /// The user or authorization server denied the request.
 64 |     #[serde(rename = "access_denied")]
 65 |     AccessDenied,
 66 |     /// The client is not allowed to request an authorization code using this method, for example
 67 |     /// if a confidential client attempts to use the implicit grant type.
 68 |     #[serde(rename = "unauthorized_client")]
 69 |     UnauthorizedClient,
 70 |     /// The server does not support obtaining an authorization code using this method, for example
 71 |     /// if the authorization server never implemented the implicit grant type.
 72 |     #[serde(rename = "unsupported_response_type")]
 73 |     UnsupportedResponseType,
 74 |     /// The requested scope is invalid or unknown.
 75 |     #[serde(rename = "invalid_scope")]
 76 |     InvalidScope,
 77 |     /// Tnstead of displaying a 500 Internal Server Error page to the user, the server can redirect with this error code.
 78 |     #[serde(rename = "server_error")]
 79 |     ServerError,
 80 |     /// Tf the server is undergoing maintenance, or is otherwise unavailable, this error code can be returned instead of responding with a 503 Service Unavailable status code.
 81 |     #[serde(rename = "temporarily_unavailable")]
 82 |     TemporarilyUnavailable,
 83 | }
 84 | 
 85 | impl fmt::Display for AuthErrorKind {
 86 |     fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
 87 |         match self {
 88 |             AuthErrorKind::AccessDenied => write!(f, "you didn't allow access"),
 89 |             AuthErrorKind::InvalidRequest
 90 |             | AuthErrorKind::UnauthorizedClient
 91 |             | AuthErrorKind::UnsupportedResponseType
 92 |             | AuthErrorKind::InvalidScope => write!(f, "the code is wrong"),
 93 |             AuthErrorKind::ServerError => write!(f, "the twitter api broke"),
 94 |             AuthErrorKind::TemporarilyUnavailable => write!(f, "the twitter api is down"),
 95 |         }
 96 |     }
 97 | }
 98 | 
 99 | impl std::error::Error for AuthErrorKind {}
100 | 
101 | /// Starts a single-request server to receive an OAuth redirect.
102 | ///
103 | /// `.0` is the URL to use for the redirect, and `.1` is a oneshot channel that the OAuth redirect
104 | /// data will be sent to when the user is redirected there.
105 | pub(super) async fn redirect_server(
106 | ) -> anyhow::Result<(RedirectUrl, tokio::sync::oneshot::Receiver<Redirect>)> {
107 |     let (tx, rx) = tokio::sync::oneshot::channel();
108 |     let (shut, down) = tokio::sync::oneshot::channel();
109 | 
110 |     let tx = Arc::new(Mutex::new(Some((tx, shut))));
111 | 
112 |     // build our application with a route
113 |     let app = Router::new().route(
114 |         "/callback",
115 |         get({
116 |             let tx = Arc::clone(&tx);
117 |             |Query(token): Query<Redirect>| async move {
118 |                 let (tx, shut) = tx
119 |                     .lock()
120 |                     .expect("no lock poisoning")
121 |                     .take()
122 |                     .expect("only called once");
123 |                 let _ = tx.send(token);
124 |                 let _ = shut.send(());
125 |                 (StatusCode::CREATED, "Please return to the CLI")
126 |             }
127 |         }),
128 |     );
129 | 
130 |     // XXX: would be nice to not hard-code the port here, but Twitter's redirect allow-listing
131 |     // doesn't allow wildcard ports on localhost.
132 |     let addr = SocketAddr::from(([127, 0, 0, 1], 8180));
133 |     let server = axum::Server::bind(&addr).serve(app.into_make_service());
134 |     let addr = server.local_addr();
135 |     let redirect_addr = RedirectUrl::new(format!("http://127.0.0.1:{}/callback", addr.port()))
136 |         .context("construct local redirect address")?;
137 |     tokio::spawn(async move {
138 |         if let Err(e) = server
139 |             .with_graceful_shutdown(async move {
140 |                 down.await.ok();
141 |             })
142 |             .await
143 |         {
144 |             eprintln!("{}", e);
145 |         }
146 |     });
147 | 
148 |     Ok((redirect_addr, rx))
149 | }
150 | 
151 | // This is `oauth2::reqwest::async_http_client`, except it re-uses an existing `reqwest::Client`.
152 | pub(super) async fn async_client_request(
153 |     client: &reqwest::Client,
154 |     request: HttpRequest,
155 | ) -> Result<HttpResponse, oauth2::reqwest::Error<reqwest::Error>> {
156 |     use oauth2::reqwest::Error;
157 | 
158 |     let mut request_builder = client
159 |         .request(request.method, request.url.as_str())
160 |         .body(request.body);
161 |     for (name, value) in &request.headers {
162 |         request_builder = request_builder.header(name.as_str(), value.as_bytes());
163 |     }
164 |     let request = request_builder.build().map_err(Error::Reqwest)?;
165 | 
166 |     let response = client.execute(request).await.map_err(Error::Reqwest)?;
167 | 
168 |     let status_code = response.status();
169 |     let headers = response.headers().to_owned();
170 |     let chunks = response.bytes().await.map_err(Error::Reqwest)?;
171 |     Ok(HttpResponse {
172 |         status_code,
173 |         headers,
174 |         body: chunks.to_vec(),
175 |     })
176 | }
177 | 


--------------------------------------------------------------------------------
/src/api.rs:
--------------------------------------------------------------------------------
  1 | use anyhow::Context;
  2 | use futures_util::StreamExt;
  3 | use indicatif::ProgressBar;
  4 | use oauth2::basic::BasicClient;
  5 | use oauth2::{AuthUrl, AuthorizationCode, CsrfToken, PkceCodeChallenge, Scope, TokenUrl};
  6 | use serde::{Deserialize, Serialize};
  7 | use tower::{Service, ServiceExt};
  8 | 
  9 | mod oauth;
 10 | 
 11 | /// A client that knows how to authenticate Twitter API requests.
 12 | #[derive(Debug, Clone)]
 13 | struct RawClient {
 14 |     http: reqwest::Client,
 15 |     oauth:
 16 |         oauth2::StandardTokenResponse<oauth2::EmptyExtraTokenFields, oauth2::basic::BasicTokenType>,
 17 | }
 18 | 
 19 | impl RawClient {
 20 |     async fn new(client_id: oauth2::ClientId) -> anyhow::Result<Self> {
 21 |         // Stand up a localhost server to receive the OAuth redirect.
 22 |         let (redirect, auth) = oauth::redirect_server()
 23 |             .await
 24 |             .context("start auth callback server")?;
 25 | 
 26 |         // OAuth time!
 27 |         let client = BasicClient::new(
 28 |             client_id.clone(),
 29 |             None,
 30 |             AuthUrl::new("https://twitter.com/i/oauth2/authorize".to_string())?,
 31 |             Some(TokenUrl::new(
 32 |                 "https://api.twitter.com/2/oauth2/token".to_string(),
 33 |             )?),
 34 |         )
 35 |         .set_redirect_uri(redirect);
 36 |         let (pkce_challenge, pkce_verifier) = PkceCodeChallenge::new_random_sha256();
 37 |         let (auth_url, csrf_token) = client
 38 |             .authorize_url(|| CsrfToken::new_random())
 39 |             .add_scope(Scope::new("tweet.read".to_string()))
 40 |             .add_scope(Scope::new("users.read".to_string()))
 41 |             .add_scope(Scope::new("follows.read".to_string()))
 42 |             .set_pkce_challenge(pkce_challenge)
 43 |             .url();
 44 | 
 45 |         // Now the user needs to auth us, so open that in their browser. Once they click authorize
 46 |         // (or not), the localhost webserver will catch the redirect and we'll have the
 47 |         // authorization code that we can then exchange for a token.
 48 |         open::that(auth_url.to_string()).context("forward to Twitter for authorization")?;
 49 |         let authorization_code = match auth.await.context("oauth callback is called")? {
 50 |             oauth::Redirect::Authorized { state, .. } if &*state != csrf_token.secret() => {
 51 |                 anyhow::bail!("bad csrf token")
 52 |             }
 53 |             oauth::Redirect::Authorized { code, .. } => code,
 54 |             oauth::Redirect::Error(e) => anyhow::bail!(e),
 55 |         };
 56 | 
 57 |         // Exchange the one-time auth code for a longer-lived multi-use auth token.
 58 |         // XXX: refresh token after 2h? request offline.access? spawn that?
 59 |         // https://developer.twitter.com/en/docs/authentication/oauth-2-0/user-access-token
 60 |         let http = reqwest::Client::new();
 61 |         let token_response = client
 62 |             .exchange_code(AuthorizationCode::new(authorization_code))
 63 |             .set_pkce_verifier(pkce_verifier)
 64 |             // Twitter's API requires we supply this.
 65 |             .add_extra_param("client_id", client_id.as_str())
 66 |             .request_async(|req| oauth::async_client_request(&http, req))
 67 |             .await;
 68 |         let token = match token_response {
 69 |             Ok(token) => Ok(token),
 70 |             Err(oauth2::RequestTokenError::ServerResponse(r)) => {
 71 |                 let e = Err(anyhow::anyhow!(r.error().clone()));
 72 |                 match (r.error_description(), r.error_uri()) {
 73 |                     (Some(desc), Some(url)) => {
 74 |                         e.context(url.to_string()).context(desc.to_string()).into()
 75 |                     }
 76 |                     (Some(desc), None) => e.context(desc.to_string()).into(),
 77 |                     (None, Some(url)) => e.context(url.to_string()).into(),
 78 |                     (None, None) => e,
 79 |                 }
 80 |             }
 81 |             Err(e) => Err(anyhow::anyhow!(e)),
 82 |         }
 83 |         .context("exchange oauth code")?;
 84 | 
 85 |         Ok(Self { http, oauth: token })
 86 |     }
 87 | }
 88 | 
 89 | impl tower::Service<reqwest::RequestBuilder> for RawClient {
 90 |     type Response = reqwest::Response;
 91 |     type Error = anyhow::Error;
 92 |     type Future =
 93 |         std::pin::Pin<Box<dyn std::future::Future<Output = Result<Self::Response, Self::Error>>>>;
 94 | 
 95 |     fn poll_ready(
 96 |         &mut self,
 97 |         _: &mut std::task::Context<'_>,
 98 |     ) -> std::task::Poll<Result<(), Self::Error>> {
 99 |         std::task::Poll::Ready(Ok(()))
100 |     }
101 | 
102 |     fn call(&mut self, req: reqwest::RequestBuilder) -> Self::Future {
103 |         use oauth2::TokenResponse;
104 |         let fut = req.bearer_auth(self.oauth.access_token().secret()).send();
105 |         Box::pin(async move { Ok(fut.await.context("request")?) })
106 |     }
107 | }
108 | 
109 | /// Retry policy that knows to look for Twitter's special HTTP reply + header.
110 | /// <https://developer.twitter.com/en/docs/twitter-api/rate-limits#headers-and-codes>
111 | #[derive(Copy, Clone)]
112 | struct TwitterRateLimitPolicy;
113 | impl tower::retry::Policy<reqwest::RequestBuilder, reqwest::Response, anyhow::Error>
114 |     for TwitterRateLimitPolicy
115 | {
116 |     type Future = std::pin::Pin<Box<dyn std::future::Future<Output = Self>>>;
117 | 
118 |     fn retry(
119 |         &self,
120 |         _: &reqwest::RequestBuilder,
121 |         result: Result<&reqwest::Response, &anyhow::Error>,
122 |     ) -> Option<Self::Future> {
123 |         let r = match result {
124 |             Err(_) => return None,
125 |             Ok(r) if r.status() == reqwest::StatusCode::TOO_MANY_REQUESTS => r,
126 |             Ok(_) => return None,
127 |         };
128 | 
129 |         let reset = r
130 |             .headers()
131 |             .get("x-rate-limit-reset")
132 |             .expect("Twitter promised");
133 |         let reset: u64 = reset
134 |             .to_str()
135 |             .expect("x-rate-limit-reset as str")
136 |             .parse()
137 |             .expect("x-rate-limit-reset is a number");
138 |         let time = std::time::UNIX_EPOCH + std::time::Duration::from_secs(reset);
139 | 
140 |         Some(Box::pin(async move {
141 |             match time.duration_since(std::time::SystemTime::now()) {
142 |                 Ok(d) if d.as_secs() > 1 => {
143 |                     tokio::time::sleep(d).await;
144 |                 }
145 |                 _ => {
146 |                     // Not worth waiting -- can just retry immediately.
147 |                 }
148 |             }
149 |             Self
150 |         }))
151 |     }
152 | 
153 |     fn clone_request(&self, req: &reqwest::RequestBuilder) -> Option<reqwest::RequestBuilder> {
154 |         req.try_clone()
155 |     }
156 | }
157 | 
158 | /// A Twitter API client that authenticates requests and respects rate limitations.
159 | ///
160 | /// Note that this client does not try to proactively follow rate limits, since the limits depend
161 | /// on the endpoint, and this is generic over all endpoints. It's up to the caller (see
162 | /// page_at_a_time! for an instance of this) to wrap the inner service in an appropriate-limited
163 | /// `tower::limit::RateLimit` as needed for repeated requests.
164 | pub struct Client(tower::retry::Retry<TwitterRateLimitPolicy, RawClient>);
165 | 
166 | macro_rules! page_at_a_time {
167 |     ($this:ident, $msg:expr, $ids:ident, $pagesize:literal, $rate:expr, $url:literal, $t:ty) => {{
168 |         let mut ids = $ids.into_iter();
169 |         let n = ids.len();
170 |         let bar = ProgressBar::new(n as u64)
171 |             .with_style(
172 |                 indicatif::ProgressStyle::default_bar()
173 |                     .template("{msg:>15} {bar:40} {percent:>3}% [{elapsed}]"),
174 |             )
175 |             .with_message($msg);
176 |         let mut all: Vec<$t> = Vec::with_capacity(n);
177 |         let mut svc = tower::limit::RateLimit::new(&mut $this.0, $rate);
178 |         let mut futs = futures_util::stream::FuturesUnordered::new();
179 |         for page in 0.. {
180 |             const PAGE_SIZE: usize = $pagesize;
181 |             let i = page * PAGE_SIZE;
182 |             if i >= n {
183 |                 break;
184 |             }
185 |             let mut idsstr = String::new();
186 |             for id in (&mut ids).take(PAGE_SIZE) {
187 |                 use std::fmt::Write;
188 |                 if idsstr.is_empty() {
189 |                     write!(&mut idsstr, "{}", id)
190 |                 } else {
191 |                     write!(&mut idsstr, ",{}", id)
192 |                 }
193 |                 .expect("this is fine");
194 |             }
195 |             let url = format!($url, idsstr);
196 |             let req = svc.get_mut().get_mut().http.get(&url);
197 |             loop {
198 |                 // The service may not be ready until we make progress on one of the in-flight
199 |                 // requests, so make sure to drive those forward too.
200 |                 tokio::select! {
201 |                     ready = svc.ready() => {
202 |                         let _ = ready.context("Service::poll_ready")?;
203 |                         break;
204 |                     }
205 |                     chunk = futs.next(), if !futs.is_empty() => {
206 |                         let chunk: anyhow::Result<Vec<$t>> = chunk.expect("!futs.is_empty()");
207 |                         all.extend(chunk.context("grab next chunk")?);
208 |                     }
209 |                 };
210 |             }
211 |             let res = tower::Service::call(&mut svc, req);
212 |             let bar = bar.clone();
213 |             futs.push(async move {
214 |                 let data: Vec<$t> = Self::parse(
215 |                     res.await
216 |                         .with_context(|| format!("Service::call('{}')", url))?,
217 |                 )
218 |                 .await
219 |                 .with_context(|| format!("parse('{}')", url))?
220 |                 .0;
221 |                 bar.inc(data.len() as u64);
222 |                 Ok(data)
223 |             });
224 |         }
225 | 
226 |         while let Some(chunk) = futs.next().await.transpose().context("grab chunks")? {
227 |             all.extend(chunk);
228 |         }
229 |         bar.finish();
230 | 
231 |         Ok(all)
232 |     }};
233 | }
234 | 
235 | impl Client {
236 |     pub async fn new(client_id: oauth2::ClientId) -> anyhow::Result<Self> {
237 |         RawClient::new(client_id)
238 |             .await
239 |             .map(|svc| tower::retry::Retry::new(TwitterRateLimitPolicy, svc))
240 |             .map(Self)
241 |     }
242 | 
243 |     pub async fn whoami(&mut self) -> anyhow::Result<WhoAmI> {
244 |         let req = self
245 |             .0
246 |             .get_mut()
247 |             .http
248 |             .get("https://api.twitter.com/2/users/me");
249 |         let data: WhoAmI = Self::parse(
250 |             self.0
251 |                 .ready()
252 |                 .await
253 |                 .context("Service::poll_ready")?
254 |                 .call(req)
255 |                 .await
256 |                 .context("Service::call")?,
257 |         )
258 |         .await
259 |         .context("parse whoami")?
260 |         .0;
261 |         Ok(data)
262 |     }
263 | 
264 |     pub async fn tweets<I>(&mut self, ids: I) -> anyhow::Result<Vec<Tweet>>
265 |     where
266 |         I: IntoIterator<Item = u64>,
267 |         I::IntoIter: ExactSizeIterator,
268 |     {
269 |         page_at_a_time!(
270 |             self,
271 |             "Fetch tweets",
272 |             ids,
273 |             100,
274 |             tower::limit::rate::Rate::new(900, std::time::Duration::from_secs(15 * 60)),
275 |             "https://api.twitter.com/2/tweets?tweet.fields=id,created_at,public_metrics&ids={}",
276 |             Tweet
277 |         )
278 |     }
279 | 
280 |     pub async fn users<I>(&mut self, ids: I) -> anyhow::Result<Vec<User>>
281 |     where
282 |         I: IntoIterator<Item = u64>,
283 |         I::IntoIter: ExactSizeIterator,
284 |     {
285 |         page_at_a_time!(
286 |             self,
287 |             "Fetch followers",
288 |             ids,
289 |             100,
290 |             tower::limit::rate::Rate::new(900, std::time::Duration::from_secs(15 * 60)),
291 |             "https://api.twitter.com/2/users?user.fields=username,public_metrics&ids={}",
292 |             User
293 |         )
294 |     }
295 | 
296 |     async fn parse<T>(res: reqwest::Response) -> anyhow::Result<(T, Option<Meta>)>
297 |     where
298 |         T: serde::de::DeserializeOwned,
299 |     {
300 |         // This is th general structure of all Twitter API responses.
301 |         #[derive(Debug, Deserialize)]
302 |         struct Data<T> {
303 |             data: T,
304 |             meta: Option<Meta>,
305 |         }
306 | 
307 |         // We _could_ do:
308 |         // let data: Data<T> = res.json().await.context("parse")?;
309 |         // but that would make for unhelpful error messages if parsing fails, so we do:
310 |         let data = res.text().await.context("get body")?;
311 |         let data: Data<T> = serde_json::from_str(&data)
312 |             .with_context(|| data)
313 |             .context("parse")?;
314 |         Ok((data.data, data.meta))
315 |     }
316 | }
317 | 
318 | /*
319 | pub async fn from_pages<T, TT, TR, F, FT, C>(
320 |     http: &reqwest::Client,
321 |     token: &TR,
322 |     url: impl Into<url::Url>,
323 |     mut map: F,
324 | ) -> anyhow::Result<C>
325 | where
326 |     T: serde::de::DeserializeOwned,
327 |     TT: oauth2::TokenType,
328 |     TR: oauth2::TokenResponse<TT>,
329 |     F: FnMut(T, &Meta) -> FT,
330 |     C: Default + Extend<FT>,
331 | {
332 |     let mut all: C = Default::default();
333 |     let mut next = None::<String>;
334 |     let url = url.into();
335 |     loop {
336 |         let url = match next.as_ref() {
337 |             None => url.clone(),
338 |             Some(p) => {
339 |                 let mut url = url.clone();
340 |                 url.query_pairs_mut().append_pair("pagination_token", p);
341 |                 url
342 |             }
343 |         };
344 | 
345 |         let (page, meta): (Vec<T>, _) = grab(http, token, url.to_string())
346 |             .await
347 |             .context("followers")?;
348 |         let meta = meta.expect("always meta for this");
349 | 
350 |         assert_eq!(page.len(), meta.results);
351 |         all.extend(page.into_iter().map(|t| (map)(t, &meta)));
352 |         if meta.next.is_none() {
353 |             break;
354 |         }
355 |         next = meta.next;
356 |     }
357 |     Ok(all)
358 | }
359 | */
360 | 
361 | #[derive(Debug, Deserialize)]
362 | pub struct WhoAmI {
363 |     pub id: String,
364 |     pub username: String,
365 | }
366 | 
367 | #[derive(Debug, Serialize, Deserialize)]
368 | pub struct PublicTweetMetrics {
369 |     #[serde(rename = "retweet_count")]
370 |     pub retweets: usize,
371 |     #[serde(rename = "reply_count")]
372 |     pub replies: usize,
373 |     #[serde(rename = "like_count")]
374 |     pub likes: usize,
375 |     #[serde(rename = "quote_count")]
376 |     pub quotations: usize,
377 | }
378 | 
379 | #[derive(Debug, Serialize, Deserialize)]
380 | pub struct Tweet {
381 |     #[serde(rename = "id", with = "u64_but_str")]
382 |     pub id: u64,
383 |     #[serde(rename = "created_at", with = "time::serde::rfc3339")]
384 |     pub created: time::OffsetDateTime,
385 |     #[serde(rename = "public_metrics")]
386 |     pub metrics: PublicTweetMetrics,
387 |     // not reading in text: String here
388 |     // would be great to read non_public_metrics, but those aren't available >30 days
389 | }
390 | 
391 | impl Tweet {
392 |     pub fn goodness(&self) -> usize {
393 |         self.metrics.likes
394 |             + 2 * self.metrics.retweets
395 |             + 3 * self.metrics.quotations
396 |             + self.metrics.replies / 2
397 |     }
398 | }
399 | 
400 | #[derive(Debug, Serialize, Deserialize)]
401 | pub struct PublicUserMetrics {
402 |     #[serde(rename = "followers_count")]
403 |     pub followers: usize,
404 |     #[serde(rename = "following_count")]
405 |     pub following: usize,
406 | }
407 | 
408 | #[derive(Debug, Serialize, Deserialize)]
409 | pub struct User {
410 |     pub username: String,
411 |     #[serde(rename = "public_metrics")]
412 |     pub metrics: PublicUserMetrics,
413 | }
414 | 
415 | // Keeping this around for if I ever need to add pagination.
416 | #[derive(Debug, Deserialize)]
417 | #[allow(dead_code)]
418 | struct Meta {
419 |     #[serde(rename = "result_count")]
420 |     results: usize,
421 |     #[serde(rename = "next_token")]
422 |     next: Option<String>,
423 | }
424 | 
425 | mod u64_but_str {
426 |     use std::fmt::Display;
427 | 
428 |     use serde::{de, Deserialize, Deserializer, Serializer};
429 | 
430 |     pub fn serialize<T, S>(value: &T, serializer: S) -> Result<S::Ok, S::Error>
431 |     where
432 |         T: Display,
433 |         S: Serializer,
434 |     {
435 |         serializer.collect_str(value)
436 |     }
437 | 
438 |     pub fn deserialize<'de, D>(deserializer: D) -> Result<u64, D::Error>
439 |     where
440 |         D: Deserializer<'de>,
441 |     {
442 |         let s = String::deserialize(deserializer)?;
443 |         s.parse().map_err(de::Error::custom)
444 |     }
445 | }
446 | 


--------------------------------------------------------------------------------
/src/main.rs:
--------------------------------------------------------------------------------
  1 | use anyhow::Context;
  2 | use clap::Parser;
  3 | use oauth2::ClientId;
  4 | use ornithology_cli::{api, archive};
  5 | use rand::prelude::*;
  6 | use serde::{Deserialize, Serialize};
  7 | use std::{
  8 |     collections::HashMap,
  9 |     path::{Path, PathBuf},
 10 | };
 11 | 
 12 | /// Twitter history introspection based on archive exports.
 13 | #[derive(Parser, Debug)]
 14 | #[clap(author, version, about, long_about = None)]
 15 | struct Args {
 16 |     /// Number of "top" items to show for each tweet statistic.
 17 |     #[clap(short = 'n', long, default_value_t = 5)]
 18 |     top_tweets: u8,
 19 | 
 20 |     /// Number of "top" items to show for each follower statistic.
 21 |     #[clap(long, default_value_t = 10)]
 22 |     top_followers: u8,
 23 | 
 24 |     /// Ensure that fresh metrics are loaded for every tweet and user.
 25 |     ///
 26 |     /// This requires talking to the Twitter API, and can be _much_ slower especially if you have a
 27 |     /// lot of tweets or followers and start hitting Twitter's API rate limits:
 28 |     /// <https://developer.twitter.com/en/docs/twitter-api/rate-limits>.
 29 |     ///
 30 |     /// The first time you run this program, it _must_ load all the data, but on subsequent
 31 |     /// invocations it'll use cached data unless this flag is passed.
 32 |     #[clap(long)]
 33 |     fresh: bool,
 34 | 
 35 |     /// Path to your Twitter archive .zip file.
 36 |     ///
 37 |     /// To get this file, follow the instructions at
 38 |     /// <https://help.twitter.com/en/managing-your-account/how-to-download-your-twitter-archive>.
 39 |     /// It takes about 24h to get the archive after you submit the request, so come back later if
 40 |     /// you don't yet have said file :)
 41 |     archive: PathBuf,
 42 | }
 43 | 
 44 | #[tokio::main]
 45 | async fn main() -> anyhow::Result<()> {
 46 |     let args = Args::parse();
 47 |     let toptn = args.top_tweets as usize;
 48 |     let topfn = args.top_followers as usize;
 49 |     let archive = &*Box::leak(args.archive.into_boxed_path());
 50 | 
 51 |     let Loaded {
 52 |         me,
 53 |         old_rt_ids,
 54 |         mut tweets,
 55 |         mut followers,
 56 |     } = load(!args.fresh, archive).await.context("load dataset")?;
 57 | 
 58 |     let mut lists_of_tweets: HashMap<&'static str, Vec<String>> = HashMap::new();
 59 | 
 60 |     // It's fun to surface RTs that people may have forgotten about.
 61 |     if !old_rt_ids.is_empty() {
 62 |         // XXX: can theoretically look up tweet originals using
 63 |         // expansions=referenced_tweets.id and look for type=retweeted
 64 |         println!("remember these old retweets:");
 65 |         let mut rng = rand::thread_rng();
 66 |         let entry = lists_of_tweets
 67 |             .entry("old_rts")
 68 |             .or_insert_with(|| Vec::with_capacity(toptn));
 69 |         for old_rt_id in old_rt_ids.choose_multiple(&mut rng, toptn) {
 70 |             println!("https://twitter.com/{}/status/{}", me, old_rt_id);
 71 |             entry.push(old_rt_id.to_string());
 72 |         }
 73 |     }
 74 | 
 75 |     // Metrics that depend on the time-based state.
 76 |     // For example, how good was this tweet relative to other tweets at/up until that point in
 77 |     // time. The idea being that what makes a tweet "notable" isn't "does it have a lot of likes",
 78 |     // but "did it get a lot of likes relative to other tweets you twote back then"?
 79 |     {
 80 |         // For these, we need the tweet list to be sorted by time, so we use a block that sorts and
 81 |         // then borrows as read-only:
 82 |         tweets.sort_unstable_by_key(|t| t.created);
 83 |         let tweets = &tweets[..];
 84 |         fn find_notable(
 85 |             tweets: &[api::Tweet],
 86 |             mut metric: impl FnMut(&api::Tweet) -> usize,
 87 |             at_least: f64,
 88 |             at_least_x: f64,
 89 |         ) -> Vec<(f64, f64, usize)> {
 90 |             let mut avg = 0.0f64;
 91 |             let mut notable = Vec::new();
 92 |             for (i, t) in tweets.iter().enumerate() {
 93 |                 let floor = (at_least_x * avg).max(at_least);
 94 |                 let g = (metric)(t) as f64;
 95 |                 if g > floor {
 96 |                     notable.push((g / avg, avg, i));
 97 |                 }
 98 |                 avg = 0.5 * g + 0.5 * avg;
 99 |             }
100 |             notable.sort_unstable_by_key(|(x, _, i)| {
101 |                 // Reverse because we want the top ones to come first, not last.
102 |                 std::cmp::Reverse(((1000.0 * x).round() as usize, (metric)(&tweets[*i])))
103 |             });
104 |             notable
105 |         }
106 | 
107 |         println!("notable tweets:");
108 |         let notable = find_notable(&tweets, |t| t.goodness(), 10.0, 2.0);
109 |         let entry = lists_of_tweets
110 |             .entry("notable_tweets")
111 |             .or_insert_with(|| Vec::with_capacity(toptn));
112 |         for (_, avg, i) in notable.into_iter().take(toptn) {
113 |             let tweet = &tweets[i];
114 |             println!(
115 |                 "https://twitter.com/{}/status/{} ({} likes/{} rts when avg was {:.2})",
116 |                 me, tweet.id, tweet.metrics.likes, tweet.metrics.retweets, avg
117 |             );
118 |             entry.push(tweet.id.to_string());
119 |         }
120 | 
121 |         println!("talked-about tweets:");
122 |         let entry = lists_of_tweets
123 |             .entry("talked_about_tweets")
124 |             .or_insert_with(|| Vec::with_capacity(toptn));
125 |         let notable = find_notable(
126 |             &tweets,
127 |             |t| 2 * t.metrics.quotations + t.metrics.replies,
128 |             10.0,
129 |             2.0,
130 |         );
131 |         for (_, avg, i) in notable.into_iter().take(toptn) {
132 |             let tweet = &tweets[i];
133 |             println!(
134 |                 "https://twitter.com/{}/status/{} ({} quotes + {} replies when avg as {:.2})",
135 |                 me, tweet.id, tweet.metrics.quotations, tweet.metrics.replies, avg
136 |             );
137 |             entry.push(tweet.id.to_string());
138 |         }
139 | 
140 |         println!("over-shared tweets:");
141 |         let entry = lists_of_tweets
142 |             .entry("over_shared_tweets")
143 |             .or_insert_with(|| Vec::with_capacity(toptn));
144 |         let notable = find_notable(
145 |             &tweets,
146 |             |t| 2 * t.metrics.quotations + t.metrics.retweets,
147 |             10.0,
148 |             2.0,
149 |         );
150 |         for (_, avg, i) in notable.into_iter().take(toptn) {
151 |             let tweet = &tweets[i];
152 |             println!(
153 |                 "https://twitter.com/{}/status/{} ({} quotes + {} retweets when avg as {:.2})",
154 |                 me, tweet.id, tweet.metrics.quotations, tweet.metrics.retweets, avg
155 |             );
156 |             entry.push(tweet.id.to_string());
157 |         }
158 |     }
159 | 
160 |     // Now to the boring "best/most of all time" bits:
161 |     println!("top tweets:");
162 |     let entry = lists_of_tweets
163 |         .entry("top_tweets")
164 |         .or_insert_with(|| Vec::with_capacity(toptn));
165 |     tweets.sort_unstable_by_key(|t| t.goodness());
166 |     for tweet in tweets.iter().rev().take(toptn) {
167 |         println!(
168 |             "https://twitter.com/{}/status/{} ({} likes/{} rts)",
169 |             me, tweet.id, tweet.metrics.likes, tweet.metrics.retweets
170 |         );
171 |         entry.push(tweet.id.to_string());
172 |     }
173 | 
174 |     println!("most talked-about tweets:");
175 |     let entry = lists_of_tweets
176 |         .entry("most_talked_about_tweets")
177 |         .or_insert_with(|| Vec::with_capacity(toptn));
178 |     tweets.sort_unstable_by_key(|t| 2 * t.metrics.quotations + t.metrics.replies);
179 |     for tweet in tweets.iter().rev().take(toptn) {
180 |         println!(
181 |             "https://twitter.com/{}/status/{} ({} quotes/{} replies)",
182 |             me, tweet.id, tweet.metrics.quotations, tweet.metrics.replies
183 |         );
184 |         entry.push(tweet.id.to_string());
185 |     }
186 | 
187 |     println!("most shared tweets:");
188 |     let entry = lists_of_tweets
189 |         .entry("most_shared_tweets")
190 |         .or_insert_with(|| Vec::with_capacity(toptn));
191 |     tweets.sort_unstable_by_key(|t| 2 * t.metrics.quotations + t.metrics.retweets);
192 |     for tweet in tweets.iter().rev().take(toptn) {
193 |         println!(
194 |             "https://twitter.com/{}/status/{} ({} quotes/{} rts)",
195 |             me, tweet.id, tweet.metrics.quotations, tweet.metrics.retweets
196 |         );
197 |         entry.push(tweet.id.to_string());
198 |     }
199 | 
200 |     // Then we move on to follower stats.
201 |     // First the obvious one:
202 |     println!("top followers:");
203 |     let entry = lists_of_tweets
204 |         .entry("top_followers")
205 |         .or_insert_with(|| Vec::with_capacity(topfn));
206 |     followers.sort_unstable_by_key(|f| f.metrics.followers);
207 |     for follower in followers.iter().rev().take(topfn) {
208 |         println!(
209 |             "https://twitter.com/{} ({} followers)",
210 |             follower.username, follower.metrics.followers
211 |         );
212 |         entry.push(follower.username.to_string());
213 |     }
214 | 
215 |     // What is a "neat" follower?
216 |     // Well, we want to figure out who are "big" accounts that follow us, and where it is _notable_
217 |     // that they do. For example, if an account with 1MM followers follow me, but it follows 1MM
218 |     // other accounts, it's not that interesting (they probably just follow everyone back). But if
219 |     // they follow _just_ me, that's very neat.
220 |     println!("neat followers:");
221 |     let entry = lists_of_tweets
222 |         .entry("neat_followers")
223 |         .or_insert_with(|| Vec::with_capacity(topfn));
224 |     followers
225 |         .sort_unstable_by_key(|f| f.metrics.followers as isize - 10 * f.metrics.following as isize);
226 |     for follower in followers.iter().rev().take(topfn) {
227 |         println!(
228 |             "https://twitter.com/{} ({} followers but only following {})",
229 |             follower.username, follower.metrics.followers, follower.metrics.following
230 |         );
231 |         entry.push(follower.username.to_string());
232 |     }
233 | 
234 |     let groups = Vec::from([
235 |         ("top_tweets", "Top tweets"),
236 |         ("most_talked_about_tweets", "Most talked about tweets"),
237 |         ("most_shared_tweets", "Most shared tweets"),
238 |         ("notable_tweets", "Notable tweets (at the time)"),
239 |         ("talked_about_tweets", "Talked about tweets (at the time)"),
240 |         ("over_shared_tweets", "Widely shared tweets (at the time)"),
241 |         ("old_rts", "Random old retweets"),
242 |     ]);
243 |     for (id, _) in &groups {
244 |         assert!(lists_of_tweets.contains_key(id), "{}", id);
245 |     }
246 |     let groups = serde_json::to_string(&groups).expect("serialize groups");
247 | 
248 |     let data = serde_json::to_string(&lists_of_tweets).expect("serialize lists_of_tweets");
249 |     let html = format!(
250 |         r#"
251 | <!DOCTYPE html>
252 | <html lang="en">
253 |   <head>
254 |     <meta charset="utf-8">
255 |     <title>@{me} ornithology</title>
256 |     <style>
257 |       #tweets {{
258 |         display: flex;
259 |         flex-direction: row;
260 |         flex-wrap: nowrap;
261 |         gap: 0 2em;
262 |       }}
263 |       .list {{
264 |         width: 30em;
265 |         flex: none;
266 |       }}
267 |         .list h2 {{
268 |           text-align: center;
269 |           margin: 0;
270 |           border: 1px solid rgb(207, 217, 222);
271 |           border-radius: 12px;
272 |           background: white;
273 |           padding: 1em;
274 |         }}
275 |       #followers {{
276 |         list-style-type: none;
277 |         padding: 0;
278 |       }}
279 |         #followers li {{
280 |           display: block;
281 |           margin: 1em;
282 |           border: 1px solid rgb(207, 217, 222);
283 |           border-radius: 12px;
284 |           background: white;
285 |           padding: 1em;
286 |         }}
287 |           #followers li strong {{
288 |             margin-right: .5em;
289 |           }}
290 |           #followers li a + a::before {{
291 |             content: ",";
292 |             margin: 0 0.5ex;
293 |           }}
294 |     </style>
295 |   </head>
296 |   <body>
297 |     <ul id="followers"></ul>
298 |     <div id="tweets"></div>
299 |     <script charset="utf-8">
300 |     var data = {data};
301 | 
302 |     var followers = document.getElementById('followers');
303 |     [['top_followers', 'Top followers'], ['neat_followers', 'Neat followers']].forEach(([id, title]) => {{
304 |       var li = document.createElement('li');
305 |       var s = document.createElement('strong');
306 |       s.textContent = title + ':';
307 |       li.appendChild(s);
308 |       for (var i in data[id]) {{
309 |         var u = data[id][i];
310 |         var a = document.createElement('a');
311 |         a.setAttribute('href', 'https://twitter.com/' + u);
312 |         a.innerText = '@' + u;
313 |         li.appendChild(a);
314 |       }}
315 |       followers.appendChild(li);
316 |     }});
317 | 
318 |     var groups = {groups};
319 |     var tweets = document.getElementById('tweets');
320 |     groups.forEach(([id, title]) => {{
321 |       var d = document.createElement('div');
322 |       d.id = id;
323 |       d.classList.add("list");
324 |       var t = document.createElement('h2');
325 |       t.innerText = title;
326 |       d.appendChild(t);
327 |       tweets.appendChild(d);
328 |     }});
329 |   </script>
330 |   <script src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
331 |   <script charset="utf-8">
332 |     groups.forEach(([group, _]) => {{
333 |         var el = document.getElementById(group);
334 |         data[group].forEach(id => {{
335 |           twttr.widgets.createTweet(id, el);
336 |         }})
337 |     }});
338 |   </script>
339 |   </body>
340 | </html>
341 | "#,
342 |     );
343 |     let f = Path::new("ornithology.html");
344 |     tokio::fs::write(&f, &html)
345 |         .await
346 |         .context("write ornithology.html")?;
347 |     open::that(f).context("open generated page")?;
348 | 
349 |     // TODO: add plots, like scatter plot of time/likes (prob. include id for easy reference)
350 | 
351 |     Ok(())
352 | }
353 | 
354 | #[derive(Debug, Serialize, Deserialize)]
355 | struct Loaded {
356 |     me: String,
357 |     old_rt_ids: Vec<u64>,
358 |     tweets: Vec<api::Tweet>,
359 |     followers: Vec<api::User>,
360 | }
361 | 
362 | async fn load(use_cache: bool, archive: &'static Path) -> anyhow::Result<Loaded> {
363 |     let cache_file = Path::new("cache.json");
364 |     if use_cache && cache_file.exists() {
365 |         let s = tokio::fs::read(&cache_file)
366 |             .await
367 |             .with_context(|| format!("read {}", cache_file.display()))?;
368 |         return Ok(serde_json::from_slice(&s)
369 |             .with_context(|| format!("parse {}", cache_file.display()))?);
370 |     }
371 | 
372 |     let (old_rt_ids, follower_ids, tweet_ids) = tokio::task::spawn_blocking(|| {
373 |         let fname = Path::new(archive);
374 |         let zipfile = std::fs::File::open(&fname).context("open twitter archive")?;
375 |         let mut archive = zip::ZipArchive::new(zipfile).context("open twitter archive as zip")?;
376 | 
377 |         let followers: Vec<u64> = archive::parse(
378 |             &mut archive,
379 |             "data/follower.js",
380 |             |archive::Follower::One { id }| Some(id),
381 |         )
382 |         .context("extract follower list")?;
383 | 
384 |         let mut oldies = Vec::new();
385 |         let tweets: Vec<u64> = archive::parse(
386 |             &mut archive,
387 |             "data/tweet.js",
388 |             |archive::Tweet::One { id, text }| {
389 |                 if text.starts_with("RT @") {
390 |                     oldies.push(id);
391 |                     None
392 |                 } else {
393 |                     Some(id)
394 |                 }
395 |             },
396 |         )
397 |         .context("extract follower list")?;
398 | 
399 |         Ok::<_, anyhow::Error>((oldies, followers, tweets))
400 |     })
401 |     .await
402 |     .context("spawn blocking")??;
403 | 
404 |     let client_id = ClientId::new("SUtlNTYydEhnVDJEOW5uSmh3Q0g6MTpjaQ".to_string());
405 |     let mut client = api::Client::new(client_id)
406 |         .await
407 |         .context("api::Client::new")?;
408 | 
409 |     // Let's first figure out which user we are
410 |     let whoami = client.whoami().await.context("whoami")?;
411 |     eprintln!("whoami: @{} ({})", whoami.username, whoami.id);
412 | 
413 |     // Now get stats about each tweet:
414 |     let tweets = client.tweets(tweet_ids).await.context("fetch tweets")?;
415 | 
416 |     // and about each follower:
417 |     let followers = client.users(follower_ids).await.context("fetch follower")?;
418 | 
419 |     let loaded = Loaded {
420 |         me: whoami.username,
421 |         old_rt_ids,
422 |         tweets,
423 |         followers,
424 |     };
425 |     tokio::fs::write(
426 |         &cache_file,
427 |         &serde_json::to_vec(&loaded).context("serialize cache.json")?,
428 |     )
429 |     .await
430 |     .with_context(|| format!("write {}", cache_file.display()))?;
431 | 
432 |     Ok(loaded)
433 | }
434 | 


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