--- /dev/null
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Biolerplate"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os,sys,inspect\n",
+ "currentdir = os.path.dirname(os.path.abspath(inspect.getfile(inspect.currentframe())))\n",
+ "parentdir = os.path.dirname(currentdir)\n",
+ "sys.path.insert(0,parentdir) "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from cipher.caesar import *\n",
+ "from cipher.affine import *\n",
+ "from cipher.keyword_cipher import *\n",
+ "from cipher.vigenere import *\n",
+ "from cipher.playfair import *\n",
+ "from cipher.column_transposition import *\n",
+ "from support.text_prettify import *\n",
+ "from support.plot_frequency_histogram import *"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "ca = open('9a.ciphertext').read()\n",
+ "cb = open('9b.ciphertext').read()\n",
+ "sca = sanitise(ca)\n",
+ "scb = sanitise(cb)\n",
+ "pca = letters(ca)\n",
+ "pcb = letters(cb)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "8197"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "history_words = [w.strip() for w in open('history-words.txt')]\n",
+ "len(history_words)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "history_transpositions = collections.defaultdict(list)\n",
+ "for word in history_words:\n",
+ " history_transpositions[transpositions_of(word)] += [word]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Part A"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/usr/local/lib/python3.6/dist-packages/matplotlib/figure.py:445: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
+ " % get_backend())\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fc = collections.Counter(sca)\n",
+ "plot_frequency_histogram(fc, sort_key=fc.get)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'dynamite'"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "key_a, score = vigenere_frequency_break(sca)\n",
+ "key_a"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'theengineersharrybroughtwithhimwantedtotakesawsandtorchestothetablesafebutneitherofuswerekeenicouldseethatitwouldbeworthalottocollectorsandprobablybelongedinamuseumharrysaidheagreedbutihadafeelinghewanteditinstalledbackinheadquarterstherewassomethingproprietorialinthewayhelookedatitittookthetwoofuseighteenhourstocrackitbutwithasquadronofspecialforcesfromherefordguardingustherewasnoriskthatmyattackerswouldreturniaskedharryhowhegotauthorisationtobringtheminafterallwestillwerentsurethattherewereanynationalsecurityimplicationsbuthejustlaughedandpointedoutthatwewerecurrentlysomewhereundernewscotlandyardandithadnttakenmuchtoconvincethehomesecretarythatweneededapropersecurityteamtoguardtheshadowarchiveanotherteamofanalystshadcampedononesideofthecommandcentreandwerecombingthroughblackscodebookandthefewpapersthatourantagonistshadleftbehindfromtimetotimeoneofthetrooperswouldarrivewithanotherboxofdocumentsretrievedfromasideroomoramoredistantpartofthearchivelabyrinthmostcouldbedecryptedquicklyusingthestandardtoolsblackhadusedarangeofciphersincludingsubstitutionandtranspositionandalmostnoneofitwasharderthanavigenereitwasslowsincethepapershadtobehandledwithcareandthescannertheyhadbroughtwiththemwasntreallydesignedforthissortofworkacoupleoftimestheycalledharryovertoshowhimsomethingandhereaditnoddedthencamebacktoworkonthesafeasweworkedwetalkedaboutwhatihadlearnedconcerningtheshadowarchiveandblackssecretworkforthegovernmentharrydidntgivemuchawaybutihadafeelinghehadheardsomeofthisstorybeforeandafterthesecondtimehewascalledawayheseemedparticularlythoughtfuliaskedhimwhatwasbotheringhimbuthewasenjoyingbeingcryptichesaidsomethingaboutthebalkanproblemthenmutteredsteveturnerspoemhistorylessonhistoryrepeatsitselfhastonoonelistensicouldntgetanythingmoreoutofhimexceptsomecommentaboutworkingbackwardsthroughthepaperssoiturnedmyattentionbacktothesafethemechanismwasbiggerandheavierthanwewereusedtoandhadbeenexquisitelymadethecomponentsslidalmostnoiselesslyoveroneanotherandtheloudclicksihadheardwhenmovingthetableseemedtobetheresultofabrokencogtoothcatchingonthebarrelsthatmadeitevenhardertoopenwhatlittlenoisethelocktumblersmadewasheavilydisguisedandwehadtoresorttodrillingasmallaccessholetopassanendoscopeintotheinterioritwasaswellwehadtakentheeffortsittinginthemiddleofapileofnotebooksandpaperswasasmallpileofwhatlookedlikeexplosivesthesafewasriggedtoblowifwemadeamistake'"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "vigenere_decipher(sca, key_a)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "the engineers harry brought with him wanted to take saws and torches to the table safe but neither\n",
+ "of us were keen i could see that it would be worth alot to collectors and probably belonged in a\n",
+ "museum harry said he agreed but i had a feeling he wanted it installed back in headquarters there\n",
+ "was something proprietor i al in the way he looked at it it took the two of us eighteen hours to\n",
+ "crack it but with a squadron of special forces from hereford guarding us there was no risk that my\n",
+ "attackers would return i asked harry how he got authorisation to bring them in after all we still\n",
+ "werent sure that there were any national security implications but he just laughed and pointed out\n",
+ "that we were currently somewhere under new scotland yard and it hadnt taken much to convince the\n",
+ "home secretary that we needed a proper security team to guard the shadow archive another team of\n",
+ "analysts had camped on one side of the command centre and were combing through blacks codebook and\n",
+ "the few papers that our antagonists had left behind from time to time one of the troopers would\n",
+ "arrive with another box of documents retrieved from aside room or a more distant part of the archive\n",
+ "labyrinth most could be decrypted quickly using the standard tools black had used a range of ciphers\n",
+ "including substitution and transposition and almost none of it was harder than avi genere it was\n",
+ "slow since the papers had to be handled with care and the scanner they had brought with them wasnt\n",
+ "really designed for this sort of work a couple of times they called harry over to show him something\n",
+ "and he read it nodded then came back to work on the safe as we worked we talked about what i had\n",
+ "learned concerning the shadow archive and blacks secret work for the government harry didnt give\n",
+ "much away but i had a feeling he had heard some of this story before and after the second time he\n",
+ "was called away he seemed particularly thoughtful i asked him what was bothering him but he was\n",
+ "enjoying being cryptic he said something about the balkan problem then muttered steve turners poem\n",
+ "history lesson history repeats itself has to no one listens i couldnt get anything more out of him\n",
+ "except some comment about working backwards through the papers so i turned my attention back to the\n",
+ "safe the mechanism was bigger and heavier than we were used to and had been exquisitely made the\n",
+ "components slid almost noiselessly over one another and the loud clicks i had heard when moving the\n",
+ "table seemed to be the result of a broken cog tooth catching on the barrels that made it even harder\n",
+ "to open what little noise the lock tumblers made was heavily disguised and we had to resort to\n",
+ "drilling a small access hole to pass an endoscope into the interior it was as well we had taken the\n",
+ "effort sitting in the middle of a pile of notebooks and papers was a small pile of what looked like\n",
+ "explosives the safe was rigged to blow if we made a mistake\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(lcat(tpack(segment(vigenere_decipher(sca, key_a)))))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "2913"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "open('9a.plaintext', 'w').write(lcat(tpack(segment(vigenere_decipher(sca, key_a)))))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Part B"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fc = collections.Counter(scb)\n",
+ "plot_frequency_histogram(fc, sort_key=fc.get)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'turkey'"
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "key_b, score = vigenere_frequency_break(scb)\n",
+ "key_b"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'erutuferuceseromdnawenagnitaercfoepohehtnimehthtiwylesolckrowoteunitnoclliwinoigertahtnidlohtoofasueviglliwainsobnikrowtentnegaruoosfiyltnenamrepnoitseuqnaklabehtelttesotspahrepdnasniaglairotirretnaissurenimrednuotepohewetatsnamottoehtotkcabainodecamgnidartybemitemasehttasetuoredartnaenarretidemehtfolortnocruognitnemecsurpycniagyamewtahtsruomurdraehevahidnaseitinutroppognidartnihcireblliwynamregniraazabcitamolpidehtfoerehpsomtadeiznerfehtesruocfosrewoprojamehtnomehthguorhtraeboterusserpgnirbnacewtahtepohehtniytilibatsniderutrunevahsnaklabehtssorcastnegaymseitrapdnasetatsrellamsehtnosisucofymtubweivaevaherusmailliwsrewoprojamehtfollassergnocehtfonrecnocelpicnirpehtsideveihcaebthgimnoitacifinusihtrehtehwdnawohfonoitseuqehtelbitapmocnieraesehtdnasweivlavirynamyreveraerehttahtrehtartubaediraelcakcalyehttahttonsitignidaelsimsitahtspahrepnoitacifinuehtdaeldluohsytraphcihwfoaediraelcondnanworiehtfosnoitibmalacitilopdnalarutlucdeiravhtiwdedividniamersevlesmehtsetatsnaklabehtnoitulosnaklabakeesohwesohtdnaaissurnihtiweildluohsrewopstifosucolehttahteveilebohwesohtneewtebtilpsylpeedsitubdeifinuneebevahylatidnaynamregtahtyawemasehtnisetatscivalsehtetinuotsmiatnemevomcivalsnapehtsisircehtfotuoyawaeesyameweveilebinehtnilrebtaadnegaehtlortnocnacewfitcilfnocrehtrufmorfesoloteromgnihtemosevahyehttahtdesilaerevahlladnatnenitnocehtssorcatpureyamrawtahttaerhtgnirehtagehteesotnugebevahsrewoprojamehtfollasevilnitsocrewolhcumatadeeccusthgimycamolpidfosdohtemwenruotahtsiepohymtsoctaergtanetfodnathguoberagninniwhtrowseirotcivllatahtweivymsititubthguorbnaemylerustsumitahtdiasdnaemdetcerrocehriafyalpotsihtdiasinehwnoituloserarofepohotnigebnacinilrebnissergnocgnidnepmiehttathguobebthgimecaeptahttcepsorpehthtiwyllanifwonnihtiwseimenegnithgifygreneelbaredisnocdednepxeevahidnallahetihwniralupopyllasrevinuneebtonevahsdohtemymsselehtenonmelborphsikrutehtotnoitulosnworuotneserpotsrewopgnidaelrehtohtiwetaitogenotnigebotelbaerewewdnocesdnaseimeneruofosecivrescitamolpidehtnihtiwkrowtentnegaruopolevedotelbaerewewtsrifsgnihtowtdeveihcayaledsihttahtflesymtrofmocidnaelbativeniehtyaledotdekrowseillaehtgnomanoisufnocgniwosfoygetartsruonoituloslanoitanretninaotelbanemaebotgniraeppaelihwnoitisophsitirbehtgnisilanigramylevitceffednaairtsuadnaynamregniseillarehhtiwnoitcaroftroppusgnidliubyltcefrepdnahrehdeyalpsahaissurderaefewtahtllaneebsahrawhsikrutossureht'"
+ ]
+ },
+ "execution_count": 14,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "b1 = vigenere_decipher(scb, key_b)\n",
+ "b1"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 33,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'therussoturkishwarhasbeenallthatwefearedrussiahasplayedherhandperfectlybuildingsupportforactionwithheralliesingermanyandaustriaandeffectivelymarginalisingthebritishpositionwhileappearingtobeamenabletoaninternationalsolutionourstrategyofsowingconfusionamongthealliesworkedtodelaytheinevitableandicomfortmyselfthatthisdelayachievedtwothingsfirstwewereabletodevelopouragentnetworkwithinthediplomaticservicesofourenemiesandsecondwewereabletobegintonegotiatewithotherleadingpowerstopresentourownsolutiontotheturkishproblemnonethelessmymethodshavenotbeenuniversallypopularinwhitehallandihaveexpendedconsiderableenergyfightingenemieswithinnowfinallywiththeprospectthatpeacemightbeboughtattheimpendingcongressinberlinicanbegintohopeforaresolutionwhenisaidthistoplayfairhecorrectedmeandsaidthatimustsurelymeanbroughtbutitismyviewthatallvictoriesworthwinningareboughtandoftenatgreatcostmyhopeisthatournewmethodsofdiplomacymightsucceedatamuchlowercostinlivesallofthemajorpowershavebeguntoseethegatheringthreatthatwarmayeruptacrossthecontinentandallhaverealisedthattheyhavesomethingmoretolosefromfurtherconflictifwecancontroltheagendaatberlinthenibelievewemayseeawayoutofthecrisisthepanslavicmovementaimstounitetheslavicstatesinthesamewaythatgermanyanditalyhavebeenunifiedbutisdeeplysplitbetweenthosewhobelievethatthelocusofitspowershouldliewithinrussiaandthosewhoseekabalkansolutionthebalkanstatesthemselvesremaindividedwithvariedculturalandpoliticalambitionsoftheirownandnoclearideaofwhichpartyshouldleadtheunificationperhapsthatismisleadingitisnotthattheylackaclearideabutratherthatthereareverymanyrivalviewsandtheseareincompatiblethequestionofhowandwhetherthisunificationmightbeachievedistheprincipleconcernofthecongressallofthemajorpowerswilliamsurehaveaviewbutmyfocusisonthesmallerstatesandpartiesmyagentsacrossthebalkanshavenurturedinstabilityinthehopethatwecanbringpressuretobearthroughthemonthemajorpowersofcoursethefrenziedatmosphereofthediplomaticbazaaringermanywillberichintradingopportunitiesandihaveheardrumoursthatwemaygaincypruscementingourcontrolofthemediterraneantraderoutesatthesametimebytradingmacedoniabacktotheottomanstatewehopetounderminerussianterritorialgainsandperhapstosettlethebalkanquestionpermanentlyifsoouragentnetworkinbosniawillgiveusafootholdinthatregioniwillcontinuetoworkcloselywiththeminthehopeofcreatinganewandmoresecurefuture'"
+ ]
+ },
+ "execution_count": 33,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "pb = cat(reversed(b1))\n",
+ "pb"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 34,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "the russo turkish war has been all that we feared russia has played her hand perfectly building\n",
+ "support for action with her allies in germany and austria and effectively marginalising the british\n",
+ "position while appearing to be amenable to an international solution our strategy of sowing\n",
+ "confusion among the allies worked to delay the inevitable and i comfort myself that this delay\n",
+ "achieved two things first we were able to develop our agent network within the diplomatic services\n",
+ "of our enemies and second we were able to begin to negotiate with other leading powers to present\n",
+ "our own solution to the turkish problem nonetheless my methods have not been universally popular in\n",
+ "whitehall and i have expended considerable energy fighting enemies within now finally with the\n",
+ "prospect that peace might be bought at the impending congress in berlin i can begin to hope for a\n",
+ "resolution when i said this to playfair he corrected me and said that i must surely mean brought but\n",
+ "it is my view that all victories worth winning are bought and often at great cost my hope is that\n",
+ "our new methods of diplomacy might succeed at a much lower cost in lives all of the major powers\n",
+ "have begun to see the gathering threat that war may erupt across the continent and all have realised\n",
+ "that they have something more to lose from further conflict if we can control the agenda at berlin\n",
+ "then i believe we may see away out of the crisis the pan slavic movement aims to unite the slavic\n",
+ "states in the same way that germany and italy have been unified but is deeply split between those\n",
+ "who believe that the locus of its power should lie within russia and those who seek a balkan\n",
+ "solution the balkan states themselves remain divided with varied cultural and political ambitions of\n",
+ "their own and no clear idea of which party should lead the unification perhaps that is misleading it\n",
+ "is not that they lack a clear idea but rather that there are very many rival views and these are\n",
+ "incompatible the question of how and whether this unification might be achieved is the principle\n",
+ "concern of the congress all of the major powers william sure have a view but my focus is on the\n",
+ "smaller states and parties my agents across the balkans have nurtured instability in the hope that\n",
+ "we can bring pressure to bear through the mon the major powers of course the frenzied atmosphere of\n",
+ "the diplomatic bazaar in germany will be rich in trading opportunities and i have heard rumours that\n",
+ "we may gain cyprus cementing our control of the mediterranean trade routes at the same time by\n",
+ "trading macedonia back to the ottoman state we hope to undermine russian territorial gains and\n",
+ "perhaps to settle the balkan question permanently if so our agent network in bosnia will give usa\n",
+ "foothold in that region i will continue to work closely with them in the hope of creating a new and\n",
+ "more secure future\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(lcat(tpack(segment(pb))))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 35,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "2856"
+ ]
+ },
+ "execution_count": 35,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "open('9b.plaintext', 'w').write(lcat(tpack(segment(pb))))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.6.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
--- /dev/null
+the engineers harry brought with him wanted to take saws and torches to the table safe but neither
+of us were keen i could see that it would be worth alot to collectors and probably belonged in a
+museum harry said he agreed but i had a feeling he wanted it installed back in headquarters there
+was something proprietor i al in the way he looked at it it took the two of us eighteen hours to
+crack it but with a squadron of special forces from hereford guarding us there was no risk that my
+attackers would return i asked harry how he got authorisation to bring them in after all we still
+werent sure that there were any national security implications but he just laughed and pointed out
+that we were currently somewhere under new scotland yard and it hadnt taken much to convince the
+home secretary that we needed a proper security team to guard the shadow archive another team of
+analysts had camped on one side of the command centre and were combing through blacks codebook and
+the few papers that our antagonists had left behind from time to time one of the troopers would
+arrive with another box of documents retrieved from aside room or a more distant part of the archive
+labyrinth most could be decrypted quickly using the standard tools black had used a range of ciphers
+including substitution and transposition and almost none of it was harder than avi genere it was
+slow since the papers had to be handled with care and the scanner they had brought with them wasnt
+really designed for this sort of work a couple of times they called harry over to show him something
+and he read it nodded then came back to work on the safe as we worked we talked about what i had
+learned concerning the shadow archive and blacks secret work for the government harry didnt give
+much away but i had a feeling he had heard some of this story before and after the second time he
+was called away he seemed particularly thoughtful i asked him what was bothering him but he was
+enjoying being cryptic he said something about the balkan problem then muttered steve turners poem
+history lesson history repeats itself has to no one listens i couldnt get anything more out of him
+except some comment about working backwards through the papers so i turned my attention back to the
+safe the mechanism was bigger and heavier than we were used to and had been exquisitely made the
+components slid almost noiselessly over one another and the loud clicks i had heard when moving the
+table seemed to be the result of a broken cog tooth catching on the barrels that made it even harder
+to open what little noise the lock tumblers made was heavily disguised and we had to resort to
+drilling a small access hole to pass an endoscope into the interior it was as well we had taken the
+effort sitting in the middle of a pile of notebooks and papers was a small pile of what looked like
+explosives the safe was rigged to blow if we made a mistake
\ No newline at end of file
--- /dev/null
+the russo turkish war has been all that we feared russia has played her hand perfectly building
+support for action with her allies in germany and austria and effectively marginalising the british
+position while appearing to be amenable to an international solution our strategy of sowing
+confusion among the allies worked to delay the inevitable and i comfort myself that this delay
+achieved two things first we were able to develop our agent network within the diplomatic services
+of our enemies and second we were able to begin to negotiate with other leading powers to present
+our own solution to the turkish problem nonetheless my methods have not been universally popular in
+whitehall and i have expended considerable energy fighting enemies within now finally with the
+prospect that peace might be bought at the impending congress in berlin i can begin to hope for a
+resolution when i said this to playfair he corrected me and said that i must surely mean brought but
+it is my view that all victories worth winning are bought and often at great cost my hope is that
+our new methods of diplomacy might succeed at a much lower cost in lives all of the major powers
+have begun to see the gathering threat that war may erupt across the continent and all have realised
+that they have something more to lose from further conflict if we can control the agenda at berlin
+then i believe we may see away out of the crisis the pan slavic movement aims to unite the slavic
+states in the same way that germany and italy have been unified but is deeply split between those
+who believe that the locus of its power should lie within russia and those who seek a balkan
+solution the balkan states themselves remain divided with varied cultural and political ambitions of
+their own and no clear idea of which party should lead the unification perhaps that is misleading it
+is not that they lack a clear idea but rather that there are very many rival views and these are
+incompatible the question of how and whether this unification might be achieved is the principle
+concern of the congress all of the major powers william sure have a view but my focus is on the
+smaller states and parties my agents across the balkans have nurtured instability in the hope that
+we can bring pressure to bear through the mon the major powers of course the frenzied atmosphere of
+the diplomatic bazaar in germany will be rich in trading opportunities and i have heard rumours that
+we may gain cyprus cementing our control of the mediterranean trade routes at the same time by
+trading macedonia back to the ottoman state we hope to undermine russian territorial gains and
+perhaps to settle the balkan question permanently if so our agent network in bosnia will give usa
+foothold in that region i will continue to work closely with them in the hope of creating a new and
+more secure future
\ No newline at end of file