h5rs tools, browser reader, libhdf5 header checks, plugin filters, concurrency benchmark #14
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@@ -131,7 +131,10 @@
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- `h5rs diff [-r] [-q] [-d D] [-p R] A B [OBJ1 [OBJ2]]` compares objects,
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kinds, datatypes, shapes, attributes, values and link targets; exit
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status 0/1/2 as h5diff's. Every path is compared, including every name
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of a hard-linked object and the members of a hard-linked group. Objects
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of a hard-linked object and the members of a hard-linked group; with a
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`-d`/`-p` tolerance, integers are compared exactly in integer
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arithmetic (no loss above 2^53), and a `-p` below the f64 epsilon
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compares exactly, as h5diff's. Objects
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that cannot be compared count as a difference (h5diff exits 0 for them),
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and NaN equals NaN.
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- `h5rs check [--data] FILE` is a structural validator: it walks every
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@@ -142,6 +142,11 @@ $ h5rs diff -d 0.001 a.h5 b.h5 # |a - b| > 0.001 is a difference
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$ h5rs diff -p 0.01 a.h5 b.h5 # |a - b| / |a| > 1% is a difference
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```
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Integers are compared in integer arithmetic, with or without a tolerance, so
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64-bit values beyond 2^53 lose no precision (`-d 0` tells 2^60 from
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2^60 + 1). A relative tolerance below the f64 epsilon (2.2e-16) compares
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exactly, as h5diff's does.
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Exit status: 0 no differences, 1 differences, 2 error — the same as h5diff's
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on the cases `diff_exit_codes_match_h5diff` runs. Compared: which objects
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exist, their kinds, datatypes and shapes, attribute sets and values, dataset
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@@ -23,7 +23,8 @@ sets and values, and soft/external link targets.
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-r, --report list every differing element (position, values, difference)
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-q, --quiet print nothing; only the exit status
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-d, --delta D numbers differ only when |a - b| > D
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-p, --relative R numbers differ only when |a - b| / |a| > R
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-p, --relative R numbers differ only when |a - b| / |a| > R (an R below
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the f64 epsilon, 2.2e-16, compares exactly, as h5diff)
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-c, --count N list at most N differing elements per object with -r
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--max-bytes N largest dataset read (default 1 GiB); a larger one is an error
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@@ -119,7 +120,15 @@ pub fn run(args: &mut Args, out: &mut Out) -> std::io::Result<i32> {
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_ => return args.usage_error(out, "--delta needs a number >= 0", USAGE),
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},
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"-p" | "--relative" => match args.number::<f64>() {
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Some(r) if r >= 0.0 => opts.tol = Tol::Relative(r),
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// As h5diff: a relative tolerance below the f64 epsilon
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// cannot be told from rounding, so it compares exactly.
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Some(r) if r >= 0.0 => {
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opts.tol = if r < f64::EPSILON {
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Tol::Exact
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} else {
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Tol::Relative(r)
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}
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}
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_ => return args.usage_error(out, "--relative needs a number >= 0", USAGE),
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},
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"-c" | "--count" => match args.number() {
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@@ -506,8 +515,9 @@ impl Diff {
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let pos = format!("[ {} ]", index(i as u64, &dims));
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let ta = value::text(&va, &|_| None);
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let tb = value::text(&vb, &|_| None);
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let dif = match (number(&va), number(&vb)) {
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(Some(x), Some(y)) => value::fmt_float((x - y).abs(), 64),
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let dif = match (int_of(&va), int_of(&vb), number(&va), number(&vb)) {
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(Some(x), Some(y), ..) => x.abs_diff(y).to_string(),
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(_, _, Some(x), Some(y)) => value::fmt_float((x - y).abs(), 64),
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_ => String::new(),
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};
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rows.push(format!("{pos:<24}{ta:<24}{tb:<24}{dif}"));
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@@ -595,12 +605,12 @@ impl Diff {
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}
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fn equal(&self, a: &Side, b: &Side, x: &Value, y: &Value) -> bool {
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// Integers in integer arithmetic: through f64 they lose precision
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// above 2^53, and values that differ would compare equal.
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if let (Some(p), Some(q)) = (int_of(x), int_of(y)) {
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return int_close(p, q, self.opts.tol);
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}
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if let (Some(p), Some(q)) = (number(x), number(y)) {
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let exact_ints = matches!((x, y), (Value::Int(_), Value::Int(_)))
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|| matches!((x, y), (Value::Enum(..), Value::Enum(..)));
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if exact_ints && matches!(self.opts.tol, Tol::Exact) {
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return int_of(x) == int_of(y);
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}
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return close(p, q, self.opts.tol);
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}
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match (x, y) {
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@@ -657,6 +667,22 @@ fn close(a: f64, b: f64, tol: Tol) -> bool {
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}
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}
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/// `close` for integers, exactly: the difference is taken in i128, so no
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/// precision is lost at any 64-bit magnitude.
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fn int_close(a: i128, b: i128, tol: Tol) -> bool {
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if a == b {
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return true;
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}
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let d = a.abs_diff(b);
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match tol {
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Tol::Exact => false,
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// d is whole, so d <= t exactly when d <= floor(t) (saturating).
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Tol::Delta(t) => d <= t.floor() as u128,
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// d >= 1 here, so the quotient is never rounded to 0.
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Tol::Relative(r) => a != 0 && d as f64 / a.unsigned_abs() as f64 <= r,
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}
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}
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fn entry_word(e: &Entry) -> &'static str {
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match e {
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Entry::Obj(_, k) => kind_word(*k),
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@@ -766,6 +792,26 @@ mod tests {
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assert!(!close(f64::NAN, 1.0, Tol::Delta(1e9)));
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}
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#[test]
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fn integer_tolerances_are_exact_above_2_pow_53() {
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let big = 1i128 << 60;
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assert!(!int_close(big, big + 1, Tol::Delta(0.0)));
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assert!(!int_close(big, big + 1, Tol::Delta(0.5)));
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assert!(int_close(big, big + 1, Tol::Delta(1.0)));
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assert!(!int_close(big, big + 200, Tol::Delta(199.9)));
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assert!(!int_close(big, big + 1, Tol::Relative(0.0)));
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assert!(!int_close(big, big + 1, Tol::Relative(1e-19)));
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assert!(int_close(big, big + 1, Tol::Relative(1e-18)));
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let umax = i128::from(u64::MAX);
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assert!(!int_close(umax, umax - 1, Tol::Delta(0.0)));
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assert!(int_close(
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i128::from(i64::MIN),
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umax,
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Tol::Delta(f64::INFINITY)
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));
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assert!(!int_close(0, 1, Tol::Relative(1e9)));
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}
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#[test]
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fn positions() {
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assert_eq!(index(5, &[3, 4]), "1 1");
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@@ -126,6 +126,12 @@ for name, last in (("copied.h5", 1), ("copied_changed.h5", 9)):
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g["d"] = np.arange(3)
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g.create_group("s")["e"] = np.array([0, last if gname == "h" else 1])
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# 64-bit integers one apart, beyond f64's 2^53 integer precision.
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for name, d in (("big1.h5", 0), ("big2.h5", 1)):
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with h5py.File(os.path.join(out, name), "w") as f:
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f["i"] = np.array([2**60 + d, -(2**62) - d], dtype="i8")
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f["u"] = np.array([2**64 - 1 - d], dtype="u8")
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with h5py.File(os.path.join(out, "userblock.h5"), "w", userblock_size=1024) as f:
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f["d"] = np.arange(10)
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@@ -380,6 +380,38 @@ fn diff_exit_codes_match_h5diff() {
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assert!(s.contains("2 difference(s) found"), "{s}");
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}
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/// Tolerances on 64-bit integers one apart, far beyond f64's integer
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/// precision: compared exactly, as h5diff does.
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#[test]
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fn diff_tolerances_compare_large_integers_exactly() {
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let Some(f) = generate() else { return };
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let (a, b) = (f.p("big1.h5"), f.p("big2.h5"));
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let cases: Vec<(Vec<&str>, i32)> = vec![
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(vec![&a, &b], 1),
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(vec!["-d", "0", &a, &b], 1),
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(vec!["-d", "0.5", &a, &b], 1),
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(vec!["-d", "1", &a, &b], 0),
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(vec!["-d", "0", &a, &b, "/u"], 1),
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(vec!["-p", "0", &a, &b], 1),
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(vec!["-p", "1e-18", &a, &b, "/i"], 1),
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(vec!["-p", "1e-15", &a, &b], 0),
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];
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let have_h5diff = tool_available("h5diff");
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for (args, want) in cases {
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if have_h5diff {
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assert_eq!(code(&run("h5diff", &args)), want, "h5diff {args:?}");
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}
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let o = h5rs(&[&["diff"], args.as_slice()].concat());
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assert_eq!(code(&o), want, "h5rs diff {args:?}: {}", stdout(&o));
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}
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// The reported difference is exact too.
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let s = stdout(&h5rs(&["diff", "-r", "-d", "0", &a, &b, "/u"]));
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assert!(
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s.contains("18446744073709551615 18446744073709551614 1\n"),
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"{s}"
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);
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}
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/// An object hard-linked under two names is compared under both, with
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/// everything below it, so a file that shares one object between two names
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/// equals a file that stores two identical copies.
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