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same loop: a pass less each), tests of numbers giving four-byte 1s and 0s (a branch's mask as they are), numbers made of four-byte lanes and affine values by loops of their own, the loop's value as numbers made once a batch, no live lanes to make while none broke out or ran out, a small whole count's sum unchecked: PURE_JIT=0 roots 16.8 to 9.1 ms (the compiled code 9.6, C 6.9), matmul 68 to 50
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for every lane together (round t for the lanes with more than t rounds that did not break out; BREAK leaves it lane by lane; its slot as each round sets it), and x = x op e (op +, min, max; x read no other way) is a reduction: each lane's own from op's identity (-0 a sum's), folded in the rounds' order at the batch's end (a sum's lanes of several whole numbers only, below 2^53); nested rounds' work counted for each lane and checked before anything changes; lanes and masks no holder keeps freed between nested rounds. Planned at load: a local read before set in its loop's scope, or not a reduction's, keeps the loop round by round. PURE_JIT=0: roots 130.5 to 16.8 ms, matmul 914.7 to 68.2. module_tier makes nested loops with breaks and reductions (seeds 1, 2, 3, 23: 549 programs alike); NESTED_SOURCE
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(lane forms, locals set before read in every round, ifs, numbers set in items) runs, in the executor, up to 1024 rounds at a time: values uniform, affine or lanes (numbers, or whole numbers in four bytes), branches as masks, cells read by affine rows as strided columns, sets kept to the batch's end and made only when no round reads an earlier round's; a fault, a form it lacks or such a read gives the rounds back to the executor one by one, work counted as written. Planned at load (PURE_BATCH=0: none); the executor of a module without such loops is the same code (run aligned to 64: as many instructions and cycles), with one its own copy. knapsack with PURE_JIT=0: 1,056 to 13.7 ms. module_tier compares batches with the executor alone and makes loops of rounds apart; BATCH_SOURCE: widened columns, -0, a fault mid-batch, rounds reading the last's sets
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off the number pipes the divisions and sums wait on: roots 10.9 to 9.6 ms (1.39x C). 040 newton.c: roots' loop in the forms the tier may make it (the check as numbers 9.7 ms, in integers 8.7, none 7.7; next in r's register as gcc keeps it 7.0)
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round, in range for every round (its opening found it) and in a full list, reads its cell through a pointer, a phi at the loop's head: the column (read from the list) plus the key at round 0 times four where the loop opens, its key's step a round times four added at its latch. The key's nodes, in range, give up nowhere (no snapshot kept), so a key read by such accesses alone is not made; a list found by key alone with such an access is full where the tier begins (else the generic code runs the nest). matmul 23.0 to 14.2 ms (3.1x to 1.9x C)
module_tier's programs sweep lists by keys stepping with a round (in range or not, a list full or not)
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bits): one that an index state then asks where an item went is inserted FLAT, whose key set an item's layout key (-1) would read past; the FLAT and tree key sets kept only for number keys. A list read by position checks for HASHED where it is not a tree alone (stored lists: none of it): the bank queries' instructions within 0.5% of 6b45806 (0.3-0.8% before)
text_keys_equivalence asks where an item went in some events
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(constants between), checks only the last is finite, giving up at the run's first snapshot (the executor makes the run again and fails where it does); a snapshot's constants written as the constants they are, not kept in registers; the generic code's append in a loop keeping its books puts into a HASHED list as append does (its headroom kept). roots 12.2 to 10.9 ms (1.59x C), join 84 to 74 (2.5x)
module_assumptions: a run of products and sums past the largest number (CHAIN_SOURCE)
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slots, as C's table: in the L3), the generic code's APPEND into a HASHED list at its key's slot while its table need not grow, a whole number over a whole one above 0 never -0 (so MINSTD's floor(x * 48271 / p) is whole and x an integer in the tier). join 108 to 84 ms (2.8x C), sort 58 to 37 (1.4x)
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keyed by a text is HASHED from its first item, its table's slots holding the texts' hashes (FNV-1a), a match the key cell's bytes too; HAS and a field by key read the table; its order made by a merge sort (the first eight bytes as a number, then all). A FIND whose index only an ITEM_SET of its list takes, the code between in a line finding by key alone, sets the item where it was found (PLAN_ROW: a HASHED list's slot, no position made). words 453 to 217 ms (5.8x C)
text_keys_equivalence: adds, has, fields by key, sets where found, positions, runs, removes and clears against a tree keyed by the text
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each item's cells at its key's slot in its members' table, found by key there (the key and its cells read at one slot, as C's table); its order made by a radix sort of the slots' keys when something asks for a position (twice an event, then FLAT or a tree). The tier finds by key alone in a HASHED list (its bits' bit 1, its limit all ones: the bounds checked at a loop's opening still hold) out of the line; a list keyed by each count in order is DENSE from its first item. join 531 to 108 ms (3.5x C), sort 98 to 58 (2.1x)
arrays_equivalence counts the HASHED form against a tree; module_tier's programs read a HASHED list by key
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one (the round's register the next's: no move on the way back), a way's moves only for phis something needs, a number over a power of two times its reciprocal (the same number), a constant only numbers' arithmetic reads a number made where the tier begins, the 2^53 check in three instructions. roots 14.1 to 12.2 ms (1.78x C), knapsack 8.5 to 7.8 (1.26x)
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rounds it does not run given back where it breaks or gives up), a comparison only a branch reads its flags, a full list's keys read without its bits (a key's position found: its key's register), an add's or sub's register its operand's where that is read last. knapsack 16.5 to 8.5 ms (1.37x C), matmul 25.7 to 22.9
Two bugs the work checks found, there since 6cd7f5a: the outermost loop's round past the work budget gave up at the loop's instruction, with nothing on the stack (the executor opened it again: LIMIT where WORK), now at its iteration; and a phi where an if's ways meet took its merge's loop (-1), so a value made of it was taken as made outside its loop and made once for all rounds. pure-run's budget and work commands; module_tier compares the work and runs four small budgets; module_assumptions keeps both programs
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their loop opens (each affine in its round: both ends below the limit), the checks in the round gone; constants in the instructions (add, sub, cmp); one-byte columns widened to four where the tier begins, its loads and stores of four bytes only. roots 14.0 to 14.0 ms, knapsack 38.8 to 16.5, matmul 48.6 to 25.7
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values in registers (x20-x28 too, the frame's read again where it ends), whole numbers integers by their facts, the message's fields and lists' columns read once, invariants made before inner loops; where anything does not hold it gives up to the executor at the instruction (pure_run_rest) and the generic code goes on. roots 22.9 to 14.0 ms, knapsack 1,030 to 38.8, matmul 908 to 48.6; module_tier checks random handlers against the executor
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often (the bank queries' instructions as before, within 0.4%)
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DENSE list answers by position without becoming FLAT: its keys counted once per change of them (full: a key is its position; else ranks by word). knapsack 1,880 to 1,029 ms, matmul 2,284 to 908 (023 stage 1)
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knapsack, sort, join, words, matmul, BFS), each against the C one would write, in one process with the same inputs and answers; PURE_AHEAD=0 to measure the code without reading ahead
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executor), so their list's columns are there; the keys a list's bits reach none without bits, so one compare asks both; has's rare ways out of the line: a seen edge 14 to 11 instructions, BFS core 8.6 to 7.4 ms (022)
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well as its first: a node's edges cross a line more often than not. BFS core 12.2 to 8.6 ms, 29.4M to 20.7M cycles, past C's 9.4 ms (022)
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small constants and powers of two's products in the instruction; where a check may give up, make the result in x16, the operands as they were for the executor (aup's check caught a register shared with its operand): BFS core 12.5 to 12.2 ms, 46.2M to 43.0M instructions (022)
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items added as its appends make them, the event's headroom, written back before a call, at a fault and as the nest ends: BFS core 14.6 to 12.5 ms, 57.8M to 46.2M instructions (022)
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(narrow columns, counts, their arithmetic within 2^53), giving up to the executor for the rest of a round when that fails: BFS core 14.9 to 13.4 ms (022)
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(TPC-C's) runs in the executor, 2.7% faster there (022); PURE_JIT=all compiles every loop for the checks
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opens it, read an item and find it in key bits as one, branch back once a round: BFS core 19.6 to 14.9 ms (022)
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list's keys as its slots), open a packed list's slice in code with an integer index, keep a nest of loops' values in registers of their own: BFS core 27.5 to 19.6 ms (022)
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on, each loop's columns, key bits and place kept in registers, and appends to an event's list as code: BFS core 55 to 27.5 ms (022)
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fitted to the keys searched, between events, and build trees from the leaves up: BFS core 89 to 55 ms (022)
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a frame's fields one by one, and inline group_of (021)
- Compiled code paid only where blocks repeat; a block run once (a view's
cell, a fold's item, most handlers) ran slower through the code's entry
and its calls of step: the bank's table queries took 16-24% more
instructions. Now only a block with an EACH or a LOOP is compiled, and
a module with none keeps no compiled code.
- run() set its whole frame each time (the compiled code's run among it);
now its fields one by one.
- group_of is inlined into its pass: after the executor's refactor it
was a call per row (per_branch +4-5% instructions; now +1.1-1.3%).
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at the finger's leaf, and move indices only for a list an index refers to (021)
- The frame keeps the run compiled code read a tree's item from last (the
list as it was: its version); an item it holds is read from its column,
else pure_run_item takes the item's run and steps.
- pure_list_run starts at the leaf the finger keeps when it holds the
position (a slice found by key just before): no second descent; the
run after it is found from the root (PureRun.pathless).
- LIST_APPEND and LIST_REMOVE move index states only for a list one
refers to.
- A search (core only): 89 ms compiled (answers the executor's).
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arithmetic, has by bits, a DENSE field by key, a FLAT item, and loop iterations (021)
- module-jit.c writes CONST, LOAD, STORE, the local and row loads,
INDEX_FIRST, LIST_COUNT, INDEX_MOVE, NOT, NEG, FLOOR, the number
arithmetic and comparisons (DIVIDE and NON_FINITE faults where the
executor gives them), LIST_HAS by a key set's bits, a joined FIND's
field of a DENSE list, a FLAT list's ITEM_GET, and a walk's and a
count's iteration (work charged as the executor charges it). Anything
else, or a list in another form, still calls step.
- module-list.c says where a list keeps what the code reads
(pure_list_layout); list_of and item_field are shared.
- PURE_JIT_DUMP=file writes the code made, to read with objdump.
- A search (core only): 103 ms compiled, 122 ms executed; the answers
(hops, reached, work) are the executor's.
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call the same steps (021)
- run() keeps a block's operand stack and open loops in a Frame; step()
runs one instruction (branches and loops too, one dispatch), and
enter_each, enter_loop, leave_loop and iterate are their own functions.
The executor is the same machine code, 7% fewer instructions.
- The verifier records each instruction's stack height (from its block's
start), so compiled code knows each slot's place.
- module-jit.c (AArch64 Linux; elsewhere, or PURE_JIT=0, none): a
module's handlers', views' and folds' blocks compiled when it loads.
Branches and loops are branches; every other instruction calls the
executor's own step, so both run the same meaning. A loop that is not
opened lands where its iteration would have ended; an empty loop
iterates in place.
- test-module recompiles a module whose code a test changes after load.
- A search (100,000 nodes, 1,000,000 edges, core only) is 150 ms
compiled, against 122 ms executed: a call of step for every instruction
costs more than the executor's switch; the hot instructions are written
as code next.
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trees for the next event (021)
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key as one (021)
- pure_list_arrays: an event's list (never shared, journaled or undone)
keeps its items in arrays: FLAT in order, or DENSE at their keys when
keyed by small whole numbers. A position asked of a DENSE list makes it
FLAT; moves past a few times its items, arrays past 64 MiB, or a third
change of form make it a tree. Answers are the tree's; the stored bytes
stand for its items in the memory budget whatever it keeps them in.
- pure_list_add need not say where an item went: a list no index state
refers to is not asked.
- A LIST_FIND whose index the next ITEM_GET of its list takes at once is
joined to it at load (PLAN_JOINED): pure_list_lookup reads the field by
key, at the key in a DENSE list.
- test-module arrays_equivalence: beside a tree, every step of a random
run (adds, inserts, removes, changes, finds, reads, runs, clears) gives
the same answers through every form and change of form.
- A search (100,000 nodes, 1,000,000 edges, core only): 187 to 126 ms.
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instruction (020)
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instructions and a search no time (020)
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in one descent, and loop without recursion (020)
- An event's list keyed by a number keeps its keys beside its tree: bits
while they are small whole numbers, else an open-addressing table;
has() reads only that, and inserts, removes, key changes, their undoing
and clears keep it.
- Each thread keeps fingers on the last four leaves it read (list id and
version must match): reads by position and searches by key that land in
them do not descend.
- pure_list_add finds a key's place and inserts there in one descent; a
stored keyed list's appends take it too, journaled as inserts.
- Child searches count over the whole guide; item fields know at load
whether they are text; loops run on a stack of loop records, not by
recursion; module-list.c builds at -O3.
- test-module: the key set and fingers answer as a model at every step
(bits to table, removes inside runs, undone changes, clears, shares),
and a stored keyed list's adds replay from its journal.
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bounded (018 stage 2)
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Apple clang 21 (an M3) and clang 19 refused what gcc let pass (research
029):
- PURE_FIELD_REST was an enum of UINT32_MAX, past an int (C17): a macro.
- a store's publish copied an entry rebuild left unset when the record
was not found (the copy was never used): copied when it was made.
- the log's image writer kept a count only Linux's sync_file_range uses.
- ",{" + (row == from) read as adding an int to a string: said plainly.
- the tests: mkdtemp, hidden by _POSIX_C_SOURCE on macOS, needs
_DARWIN_C_SOURCE; a string split so that \x80 and a stay apart is
bracketed; a count left over and a malloc measure only glibc has.
The core's and the store's tests pass on the Mac.
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pure_list_get passed leaf_of(list, at, &within) and within to cell_at
in one call: C leaves the order of a call's arguments open, so within
could be read before leaf_of set it. gcc 14 on AArch64 called leaf_of
first; gcc 13 on x86_64 says within is used uninitialized (found
building Pure there, research 029).
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The work budget added about 26 instructions to every row of a table a
host shows (bank, a table of 10,000 rows: +3.0% instructions an ask),
which 017's one-app criterion allows at 1%. A sample put most of it in
show_given asking every cell why it failed, and the rest in evaluate
and the row lookup writing that reason and the count for every cell.
Now nothing is counted without a budget (PureApp.work stays), the
reason is written only when a view, a cell or a row has no value, and
pure-serve asks it only of a cell without one. The table: +0.94%; the
other bank queries within 0.4%. The tests that read the count set a
budget that is never reached.
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An event's run was bounded only by its lists: a walk or a fold is its
block's length for each item, and a list holds up to 16 million. One
event could hold the owner for seconds, one view a connection thread.
pure_app_work(app, n) budgets one unit of work: an event, or one
evaluation of a view, a cell or a table's filter. It is counted as
written, as each part begins: a block's length, and a fold's or walk's
block length for every item of its list (or slice), whatever the plan
runs (lanes, a group or rank pass, a range). Nothing is counted inside
the interpreter's loop. Past the budget an event fails with the new
fault work and changes nothing (PURE_LIMIT, so 422 work over HTTP); a
view, a cell or a table's rows have no value and pure_app_view_fault
says work, which pure-serve answers 422 work, for a whole table when
a cell of it ran past. pure-serve --work N sets it (0: none).
test-module counts exact amounts on the shop's walk, the tasks' fold
view and a filtered table, and lane_folds now checks that a planned
fold counts what the same fold run item by item counts (3,600 folds,
every view, cell, filter and handler). server_work grows a list over
HTTP until the walk, the table and the fold each pass a budget of 400.
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Counting user-mode instructions per query (bank, 100,000 accounts)
against ee21aec found what i64 had added to the number paths, and an
instruction sampler found where:
- fold_in took a union and asked whether the fold was of i64s for every
item, in the group and leaf-at-a-time passes too, where a fold of
i64s never runs (it is never planned). Those passes now call
fold_number, which takes a double; fold_in keeps the i64 branch for
folds run item by item. per_branch: 27.83M instructions an ask back
to 27.05M (26.72M before i64).
- cell_at's third kind made it too big to inline into pure_list_get,
so every item read became a call. A number's, bool's or integer's
cell is 8 bytes read as they are (memcpy, so no aliasing rule is
bent), one branch as before, and it inlines again. A table of 10,000
rows: 8.78M instructions an ask to 8.70M (8.58M before i64).
Behaviour is unchanged; every check passes.
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An i64 is an int64_t in a value's 8 bytes, its own stack type: CONST and
NUM_TEXT take argument 2 for one, eleven opcodes are appended (ADD, SUB
and MUL fail as overflow past its range, DIV and MOD floor and fail as
divide by zero, NEG, COMPARE with a relation, MIN, MAX, and I64_FROM and
NUM_FROM, which convert only where the value fits and else fail as
limit), and moves (LOAD, STORE, locals, items, FIELD, SEND) copy it as
they copy a number. Type codes: state 6, record field 3, message field 7
(8 bytes), view 4, local 3. v6 stays: all of it is added.
- Folds with PURE_FOLD_INTEGER sum (overflow fails), keep the most or
least of, or count the different i64s; distinct's set keeps an i64's
-1 apart from its free mark. Blocks with an i64 run item by item.
- A list's kinds are its stored header's (number, text, bytes, bool,
integer): integer columns are int64_t, ordered as integers as keys
(found without guide keys for now), stored in 8 bytes and logged as
zigzag varints of any size. Records name their fields' type in one
array (record_field_type) in place of text and bool flags.
- A number, a bool and an i64 carry over each other by one rule,
pure_cell_as, wherever one becomes another: a module replaced, a stored
value or item read by another module, a waiting send recast. A u32
field delivers to an i64 one.
- The host reads i64 fields from JSON, rows and queries as integer digits
in range and nothing else, and shows every digit in views, tables,
deliveries and pure-run. Faults are named by one function,
pure_fault_name, in place of three tables; overflow is new.
test-module: 28 arithmetic cases at the range's ends, relations,
conversions both ways, 14 refusals, a keyed i64 list app (order, a sum
that overflows, a failed add undone, messages and sends of 8 bytes, every
digit as text), recasts, replacement between numbers, bools and i64s, and
three stored runs against memory with restarts (46 images written).
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Before i64 (016 stage 2): a state's value, a record field's default, a
list cell's number, the interpreter's stack slot and an instruction's
constant become unions of a double and an int64_t (PureValue, anonymous
unions in PureCell, Slot and PureOp). LOAD and STORE, and a list cell
made from the stack, copy the bits; everything else reads .num as before.
No behaviour changes: every check passes as it did.
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A condition was a number, non-zero being true: a flag was a number field,
a view showed 1 for true, and nothing kept a number from standing for a
bool or a bool from being added to. Now the verifier has a bool among its
stack types, and a verified module never mixes the two. No opcode is new:
- CONST with argument 1 is a bool (+0 or 1), NUM_TEXT with argument 1
writes one as true or false; LOAD and STORE take a number or a bool
state, locals may hold a bool (2).
- Comparisons (LT to NE, TEXT_COMPARE) and LIST_HAS give a bool; AND, OR
and NOT take and give them; JZ, REQUIRE, filters and folds' tests take
one (count and first leave a bool, sum, max, min and distinct a number
and a bool); EQ and NE compare two bools too.
- Type codes: state 5, record field 2, message field 6 (one byte in the
prefix, 0 or 1, or the message fails as limit), view 3. A bool's
constant, initial value and default are +0 or 1; a list is not keyed by
one. PUREMOD6: v5 modules are built again.
At run time a bool is a number's 0 or 1, so leaf-at-a-time folds run as
before. A number that becomes a bool (a module replaced, a stored state
or item read again, a waiting send recast) keeps 0 (either sign) and 1
and takes the default otherwise; a bool that becomes a number is 0 or 1.
The host carries bools on every boundary: JSON true and false only (a
row's field too), a query's true and false, true and false in views,
table JSON and HTTP deliveries; a link takes a bool only into a bool.
A stored outbox's field types were read back with a check that refused
bool (at or past rows): a node whose output had a bool field and a send
waiting could not start again. test-module now stores such a send and
opens it (it fails on the old check), beside 28 bool refusals of the
verifier and bool states, fields, views, sends, links and migration.
The lane generator makes numbers and bools apart.
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Each node a list copies once a snapshot shares it went, once the last
snapshot that could read it was released, back to the system: a leaf of
TPC-C's (1.3 KB) past glibc's thread cache, often freed by a connection
thread into the owner's arena, while the owner allocated the next. That
was 70% of what snapshots cost the owner. Now what no snapshot reads
comes back to the app under the register's lock, and each snapshot the
owner makes hands it to the lists of its size as spares, as many as each
made lately; retired entries carry what the pass and the reuse ask of a
node, so neither reads it again. TPC-C in RAM, W=1, 64 terminals: 10-14%
more a second at 7% less CPU a transaction, resident 1.97x the state
bytes where it was 2.18x (docs/research/107).
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A message from another node was taken only in its input's exact shape
(the link's STREAM shape, fields and order alike; over HTTP, every
field). So a board whose nodes are upgraded one after the other stopped
both ways until both were, and an output and its input whose fields
differ only in order were refused for good (docs/design/014).
An input now takes a message when it has every field the sender sends,
by name, of the same type or one that holds its values (a u32 in a
number, text in bytes); a field only the input has is 0 or empty. One
that sends a field the input lacks is refused: taking it would drop the
value, and with its number heard the value would never come again (two
boards apart for good). So add fields to receivers first and take them
from senders first, and nothing stops or is lost.
The link carries a sender's fields in a new frame, FIELDS (0x0d: names,
shape, u8 count, each {type, name length, name}): after a REFUSED for
another shape the sender puts it in its packets (after OFFER, before
the records, so a receiver that knows no FIELDS reads what it read
before) until the stream is taken, the first time at once. A receiver
seeing another shape waits for the packet's FIELDS before refusing, and
asks its host with them (PureLinkHost.input takes them); REFUSED says 4
when the input lacks a field. Deliveries carry the fields and the host
lays each record out anew (pure_module_takes, pure_module_recast,
pure_module_fields, over pure_send_recast's rule). A stream whose sender
starts again in another shape lets go what it held; the sender sends it
again laid out anew. A refusal already queued for a stream now says the
last reason judged, not the first. Over HTTP a delivery (X-Pure-Source)
may lack fields; an unknown member is still refused.
test-link named: a stream of another shape naming its fields is taken,
200 stored in 47 ms with every delivery naming them; an input that does
not take them refuses (4) and the sender backs off. check.py
server_fields: five outputs, three linked and two over HTTP, fields in
another order taken, an input with a field more taking messages without
it, one lacking a field refusing until it starts again with it, then
taking all. server_upgrade's new receiver declares its fields in another
order. 012 names the frame and the rules.
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Under AddressSanitizer with leaks counted, the module checks lost 672
KB in 10,185 allocations. Two causes, both from the snapshot rework
(d1e8f38):
- A snapshot's register counted its snapshots with ++ under its spin,
but a snapshot's last release took one off atomically outside it. A
release on a reader's thread racing the owner's next snapshot could
lose either change: the register then outlived every snapshot (the
leak seen), or went while one still used it. The count is atomic now.
- pure_app_stop handed what its lists let go to the newest snapshot (or
freed it) and only then freed the outbox and the numbers heard, whose
shared nodes and texts went to that hand-over's list again, for good.
They are freed with the other lists now.
make check builds the module checks a second time under AddressSanitizer
and UndefinedBehaviorSanitizer (build/test-module-sanitized, 25 s) and
fails on a leak. Before d1e8f38 the same build stops at a
heap-use-after-free in retire; now it is clean.
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