i-SSKrSSKrSSKrSSKJr SSKJr SSKJr SSK J r SSK J r SSK Jr "SS5r\"S /S Q5rS r"S S 5r\"SSS/5r"SS\5rg)N) namedtuple)Sequence)contextmanager)cached_property)configc0\rSrSrSrS/rSrSrSrSr g) RecordLLVMPassTimingsz9A helper context manager to track LLVM pass timings. _datac2[R"S5 U$)z)Enables the pass timing in LLVM. T)llvmset_time_passesselfs W/var/www/html/trading/venv/lib/python3.13/site-packages/numba/misc/llvm_pass_timings.py __enter__RecordLLVMPassTimings.__enter__s T" cd[R"5Ul[R"S5 g)z2Reset timings and save report internally. FN)r report_and_reset_timingsr r)rexc_valexc_typeexc_tbs r__exit__RecordLLVMPassTimings.__exit__s%224  U#rc,[UR5$)zTRetrieve timing data for processing. Returns ------- timings: ProcessedPassTimings )ProcessedPassTimingsr rs rgetRecordLLVMPassTimings.get!s$DJJ//r)r N) __name__ __module__ __qualname____firstlineno____doc__ __slots__rrr__static_attributes__rrr r s I 0rr PassTimingRecord) user_time user_percent system_timesystem_percentuser_system_timeuser_system_percent wall_time wall_percent pass_name instructionc^^USmTRS:XdeU4SjnSVs/sH o!"U5PM snm[SU5nU4Sjn[[XC55$s snf)zAdjust timing records because of truncated information. Details: The percent information can be used to improve the timing information. Returns ------- res: List[PassTimingRecord] Totalc`>^^^US3mUS3m[R"T5mUUUU4SjnU$)N_time_percentc4>T"T5nXT-S-nX T'U$)z'Compute percent x total_time = adjustedg{Gz?r')dtotaladjusted percent_attr time_attr time_getter total_recs radjust6_adjust_timings..make_adjuster..adjustNs* *E.5H#iLHr)operator attrgetter)attrrAr=r>r?r@s @@@r make_adjuster&_adjust_timings..make_adjusterIs;fEN x( )))4    r)usersystem user_systemwallc"UR5$N)_asdictxs r!_adjust_timings..]s !))+rc<>TH nU"U5nM [S0UD6$)Nr')r()r:fnadj_fnss rchained _adjust_timings..chained_s&B1A $!$$r)r1maplist)recordsrFrPdictsrVrUr@s @@r_adjust_timingsr\<st I   ' )) )  #L"KQ a"KG %w /E% G# $$sAc\\rSrSrSrSrSrSrSrSr Sr SS jr \ S 5r S rS rg )rizA class for processing raw timing report from LLVM. The processing is done lazily so we don't waste time processing unused timing information. cXlgrM _raw_data)rraw_datas r__init__ProcessedPassTimings.__init__ps!rc,[UR5$rM)boolrars r__bool__ProcessedPassTimings.__bool__ssDNN##rcUR$)z7Returns the raw string data. Returns ------- res: str r`rs r get_raw_data!ProcessedPassTimings.get_raw_datavs~~rc<UR5SR$)zHCompute the total time spend in all passes. Returns ------- res: float r4) list_recordsr/rs rget_total_time#ProcessedPassTimings.get_total_times  "2&000rcUR$)z[Get the processed data for the timing report. Returns ------- res: List[PassTimingRecord] ) _processedrs rrm!ProcessedPassTimings.list_recordssrcUR5n[R"S5n[R"XSSU5$)aGReturns the top(n) most time-consuming (by wall-time) passes. Parameters ---------- n: int This limits the maximum number of items to show. This function will show the ``n`` most time-consuming passes. Returns ------- res: List[PassTimingRecord] Returns the top(n) most time-consuming passes in descending order. r/Nr4)rmrCrDheapqnlargest)rnrZkeys rlist_topProcessedPassTimings.list_tops9##%!!+.~~a"s33rc ^^/mSU-mUU4SjnU"SUR5SS35 U"S5 URU5H4nU"SURSSURS S UR35 M6 S R T5$) aJReturn a string summarizing the timing information. Parameters ---------- topn: int; optional This limits the maximum number of items to show. This function will show the ``topn`` most time-consuming passes. indent: int; optional Set the indentation level. Defaults to 0 for no indentation. Returns ------- res: str  c0>TRTU35 grM)append)argbufprefixs rap(ProcessedPassTimings.summary..aps JJ&#' (rzTotal .4fsz Top timings:z zs (5z%)  )rnrxr/r0r1join)rtopnindentrprrs @@rsummaryProcessedPassTimings.summarysv ) VD'')#.a 01 >t$A AKK$Cq'9Q[[MJ K%yy~rc"UR5$)zdA cached property for lazily processing the data and returning it. See ``_process()`` for details. )_processrs rrqProcessedPassTimings._processeds }}rcTSn[U"UR55n[U5$)zParses the raw string data from LLVM timing report and attempts to improve the data by recomputing the times (See `_adjust_timings()``). c 3# UR5nSnSUS3n[U5nSSSSSS S .nUH[n[R"X65nU(dM"[R"S U5nUV s/sHoU R 5PM n n O W S S :Xde/n S n Sn U SS HCn U S:XaX- n MU R U S35 U R U S35 U SU SU S3- n ME 0n[RHn X;dM U S :wdMSX'M U S- n UHn[R"X5nUcM[UR55n[X5V Vs0sHupXb [U5OS_M nn nURU5 US n[SS U0UD6nUv URS:XdM O SRU5nU(a[!SU35egs sn fs snn f7f)z_A generator that parses the raw_data line-by-line to extract timing information for each pass. z [a-zA-Z+ ]+z(?:\s*-+z-+)+rHrIrJrKr2r1)z User Timez System Timez User+Systemz Wall TimeInstrNamez[a-zA-Z][a-zA-Z+ ]+r4z\s*((?:[0-9]+\.)?[0-9]+)Nr7r8z\s+(?:z\s*\(z%\)|-+)gz\s*(.*)r5rz'unexpected text after parser finished: r') splitlinesiterrematchfindallstripr}r(_fieldsrYgroupszipfloatupdater1r ValueError)rblines colheadermulticolheaders line_iter header_maplnm raw_headerskheadersattrsrvpatmissingvdatar1rec remainings rparse,ProcessedPassTimings._process..parses2'')E&I!))D9OU I$',#&# J HH_11"$**-CR"HK>IJk!'')4kGJ  2;+- --E+ACSb\ %HCLLA3e-LLA3h0fQCuQCw77C "G%-->a;&6!$GJ. : CHHS%=#AHHJ/H(+E(<>(<=uQxcA(<>KK( ( I*"+/3CI}}/  ),I >ykJQK6>s=A G3G3.G( A;G3 G3)G3>'G3%G-8G3=6G3)rYrar\)rrrZs rrProcessedPassTimings._processs) C LuT^^,-w''rr`N)r)r r!r"r#r$rcrgrjrnrmrxrrrqrr&r'rrrrisD "$14$6M(rr NamedTimingsnametimingscl\rSrSrSrSr\S5rSrSr Sr \ S5r SS jr S rS rS rS rg)PassTimingsCollectioniz|A collection of pass timings. This class implements the ``Sequence`` protocol for accessing the individual timing records. cXl/UlgrM_name_records)rrs rrcPassTimingsCollection.__init__ s  rc## [R(aA[5nSv SSS5 WR5nU(aUR X5 ggSv g!,(df  N==f7f)zRecord new timings and append to this collection. Note: this is mainly for internal use inside the compiler pipeline. See also ``RecordLLVMPassTimings`` Parameters ---------- name: str Name for the records. N)rLLVM_PASS_TIMINGSr r_append)rrrrs rrecordPassTimingsCollection.record$sL  # #&(G)++-C T' )(s A/A7A/ A,(A/cLURR[X55 g)zAppend timing records Parameters ---------- name: str Name for the records. timings: ProcessedPassTimings the timing records. N)rr}r)rrrs rrPassTimingsCollection._append=s \$89rc^UR(a[SUR55$g)zComputes the sum of the total time across all contained timings. Returns ------- res: float or None Returns the total number of seconds or None if no timings were recorded c3T# UHoRR5v M g7frMrrn).0rs r 7PassTimingsCollection.get_total_time..SsI=ayy//11=s&(N)rsumrs rrn$PassTimingsCollection.get_total_timeIs# ==I4==II Irc.[URSSS9$)zqReturns the timings in descending order of total time duration. Returns ------- res: List[ProcessedPassTimings] c6URR5$rMrrOs rrQ:PassTimingsCollection.list_longest_first.._sAII$<$<$>rT)rwreverse)sortedrrs rlist_longest_first(PassTimingsCollection.list_longest_firstWsdmm>"$ $rc$UR(+$)z rrs ris_emptyPassTimingsCollection.is_emptybs==  rcUR(ag/nURnU"SUR35 UR5nU"SUS35 [ UR 5HjupVU"SUSUR 35 URR5U- S-nU"SUS S 35 U"URRUS S 95 Ml S RU5$)a1Return a string representing the summary of the timings. Parameters ---------- topn: int; optional, default=5. This limits the maximum number of items to show. This function will show the ``topn`` most time-consuming passes. Returns ------- res: str See also ``ProcessedPassTimings.summary()`` zNo pass timings were recordedzPrinting pass timings for z Total time: rz== #r{dz Percent: z.1f%)rrr) rr}rrn enumeraterrrrr)rrrr overall_timeirpercents rrPassTimingsCollection.summaryhs ==2CB +DJJ<8 9..0L l3/0 1!$--0T!AaffX&'))224|CcIZ}A./199$$$q$9: 1 99S> !rc URU$)zGet the i-th timing record. Returns ------- res: (name, timings) A named tuple with two fields: - name: str - timings: ProcessedPassTimings r)rrs r __getitem__!PassTimingsCollection.__getitem__s}}Qrc,[UR5$)z#Length of this collection. )lenrrs r__len__PassTimingsCollection.__len__s4==!!rc"UR5$rM)rrs r__str__PassTimingsCollection.__str__s||~rrN)r)r r!r"r#r$rcrrrrnrpropertyrrrrrr&r'rrrrsW 0 :  $!! "<  " rr)rrCrt collectionsrcollections.abcr contextlibr functoolsr numba.corerllvmlite.bindingbindingr r r(r\rrrr'rrrss  "$%%00: "*%Zj(j(Z.69*=> @H@r