23 | | const int emlig_size = 2; |
24 | | const int utility_constant = 5; |
| 26 | //const int emlig_size = 2; |
| 27 | //const int utility_constant = 5; |
| 28 | |
| 29 | const int max_model_order = 2; |
| 30 | |
| 31 | |
| 32 | |
| 33 | HDDEDATA CALLBACK DdeCallback( |
| 34 | UINT uType, // Transaction type. |
| 35 | UINT uFmt, // Clipboard data format. |
| 36 | HCONV hconv, // Handle to the conversation. |
| 37 | HSZ hsz1, // Handle to a string. |
| 38 | HSZ hsz2, // Handle to a string. |
| 39 | HDDEDATA hdata, // Handle to a global memory object. |
| 40 | DWORD dwData1, // Transaction-specific data. |
| 41 | DWORD dwData2) // Transaction-specific data. |
| 42 | { |
| 43 | return 0; |
| 44 | } |
| 45 | |
| 46 | void DDERequest(DWORD idInst, HCONV hConv, char* szItem) |
| 47 | { |
| 48 | HSZ hszItem = DdeCreateStringHandle(idInst, szItem, 0); |
| 49 | HDDEDATA hData = DdeClientTransaction(NULL,0,hConv,hszItem,CF_TEXT, |
| 50 | XTYP_REQUEST,TIMEOUT_ASYNC , NULL); |
| 51 | if (hData==NULL) |
| 52 | { |
| 53 | printf("Request failed: %s\n", szItem); |
| 54 | } |
| 55 | |
| 56 | if (hData==0) |
| 57 | { |
| 58 | printf("Request failed: %s\n", szItem); |
| 59 | } |
| 60 | } |
| 61 | |
| 62 | class model |
| 63 | { |
| 64 | |
| 65 | |
| 66 | public: |
| 67 | list<pair<int,int>> ar_components; |
| 68 | |
| 69 | // Best thing would be to inherit the two models from a single souce, this is planned, but now structurally |
| 70 | // problematic. |
| 71 | RARX* my_rarx; |
| 72 | ARXwin* my_arx; |
| 73 | |
| 74 | bool has_constant; |
| 75 | int window_size; |
| 76 | int predicted_channel; |
| 77 | mat* data_matrix; |
| 78 | |
| 79 | model(list<pair<int,int>> ar_components, |
| 80 | bool robust, |
| 81 | bool has_constant, |
| 82 | int window_size, |
| 83 | int predicted_channel, |
| 84 | mat* data_matrix) |
| 85 | { |
| 86 | this->ar_components.insert(this->ar_components.begin(),ar_components.begin(),ar_components.end()); |
| 87 | this->has_constant = has_constant; |
| 88 | this->window_size = window_size; |
| 89 | this->predicted_channel = predicted_channel; |
| 90 | this->data_matrix = data_matrix; |
| 91 | |
| 92 | if(robust) |
| 93 | { |
| 94 | if(has_constant) |
| 95 | { |
| 96 | my_rarx = new RARX(ar_components.size()+1,window_size,true); |
| 97 | my_arx = NULL; |
| 98 | } |
| 99 | else |
| 100 | { |
| 101 | my_rarx = new RARX(ar_components.size(),window_size,false); |
| 102 | my_arx = NULL; |
| 103 | } |
| 104 | } |
| 105 | else |
| 106 | { |
| 107 | my_rarx = NULL; |
| 108 | my_arx = new ARXwin(); |
| 109 | mat V0; |
| 110 | |
| 111 | if(has_constant) |
| 112 | { |
| 113 | V0 = 0.0001 * eye(ar_components.size()+2); |
| 114 | //V0(0,0) = 0.1; |
| 115 | my_arx->set_constant(true); |
| 116 | |
| 117 | } |
| 118 | else |
| 119 | { |
| 120 | |
| 121 | V0 = 0.0001 * eye(ar_components.size()+1); |
| 122 | //V0(0,0) = 0.1; |
| 123 | my_arx->set_constant(false); |
| 124 | |
| 125 | } |
| 126 | |
| 127 | my_arx->set_statistics(1, V0); |
| 128 | my_arx->set_parameters(window_size); |
| 129 | my_arx->validate(); |
| 130 | } |
| 131 | } |
| 132 | |
| 133 | void data_update(int time) |
| 134 | { |
| 135 | vec data_vector; |
| 136 | for(list<pair<int,int>>::iterator ar_iterator = ar_components.begin();ar_iterator!=ar_components.end();ar_iterator++) |
| 137 | { |
| 138 | data_vector.ins(data_vector.size(),(*data_matrix).get(ar_iterator->first,time-ar_iterator->second)); |
| 139 | } |
| 140 | |
| 141 | if(my_rarx!=NULL) |
| 142 | { |
| 143 | data_vector.ins(0,(*data_matrix).get(predicted_channel,time)); |
| 144 | my_rarx->bayes(data_vector); |
| 145 | } |
| 146 | else |
| 147 | { |
| 148 | vec pred_vec; |
| 149 | pred_vec.ins(0,(*data_matrix).get(predicted_channel,time)); |
| 150 | my_arx->bayes(pred_vec,data_vector); |
| 151 | } |
| 152 | } |
| 153 | |
| 154 | static list<list<pair<int,int>>> possible_models_recurse(int max_order,int number_of_channels) |
| 155 | { |
| 156 | list<list<pair<int,int>>> created_model_types; |
| 157 | |
| 158 | if(max_order == 1) |
| 159 | { |
| 160 | for(int channel = 0;channel<number_of_channels;channel++) |
| 161 | { |
| 162 | list<pair<int,int>> returned_type; |
| 163 | returned_type.push_back(pair<int,int>(channel,1)); |
| 164 | created_model_types.push_back(returned_type); |
| 165 | } |
| 166 | |
| 167 | return created_model_types; |
| 168 | } |
| 169 | else |
| 170 | { |
| 171 | created_model_types = possible_models_recurse(max_order-1,number_of_channels); |
| 172 | list<list<pair<int,int>>> returned_types; |
| 173 | |
| 174 | for(list<list<pair<int,int>>>::iterator model_ref = created_model_types.begin();model_ref!=created_model_types.end();model_ref++) |
| 175 | { |
| 176 | |
| 177 | for(int order = 1; order<=max_order; order++) |
| 178 | { |
| 179 | for(int channel = 0;channel<number_of_channels;channel++) |
| 180 | { |
| 181 | list<pair<int,int>> returned_type; |
| 182 | pair<int,int> new_pair = pair<int,int>(channel,order); |
| 183 | if(find((*model_ref).begin(),(*model_ref).end(),new_pair)==(*model_ref).end()) |
| 184 | { |
| 185 | returned_type.insert(returned_type.begin(),(*model_ref).begin(),(*model_ref).end()); |
| 186 | returned_type.push_back(new_pair); |
| 187 | returned_types.push_back(returned_type); |
| 188 | } |
| 189 | } |
| 190 | } |
| 191 | } |
| 192 | |
| 193 | created_model_types.insert(created_model_types.end(),returned_types.begin(),returned_types.end()); |
| 194 | |
| 195 | return created_model_types; |
| 196 | } |
| 197 | } |
| 198 | }; |
| 199 | |
| 200 | |
29 | | itpp::Laplace_RNG LapRNG = Laplace_RNG(); |
30 | | |
31 | | WORD wConvNo; |
32 | | char szType[] = "request"; |
33 | | char szData[21]; |
34 | | char szItem[] = "EURUSD"; |
35 | | char szService[] = "MT4"; |
36 | | char szTopic[] = "BID"; |
37 | | char szFormat[] = "CF_TEXT"; |
38 | | DWORD dwTimeout = 0; |
39 | | //char szAccess[] = "string"; |
40 | | |
41 | | if(!DCInit()) |
42 | | { |
43 | | cout << "DDE doesn't work." << endl; |
44 | | } |
45 | | else |
46 | | { |
47 | | // The following if-block shows a complete conversation with a |
48 | | // single transaction. You therefore do not need to free any memory |
49 | | // explicitly. |
50 | | |
51 | | // connect to server |
52 | | if (!DCConnect(&wConvNo,szService, szTopic)) |
53 | | { |
54 | | cout << "Couldn't connect DDE." << endl; |
55 | | } |
56 | | else |
57 | | { |
58 | | // do synchronous request transaction, wait max. 1000 ms, |
59 | | // return data as string |
60 | | if(!DCRequestString(wConvNo,szItem,100000)) |
61 | | { |
62 | | cout << "No data available." << endl; |
63 | | } |
64 | | else |
65 | | { |
66 | | if(!DCAsynchTransactionCompleted(wConvNo,DCDA[wConvNo]->dwTransID,true)) |
67 | | { |
68 | | cout << "Asynchronous transaction error." << endl; |
69 | | } |
70 | | else |
71 | | { |
72 | | // output data to console if transaction complete |
73 | | // DCDA[wConvNo]->pszData is the pointer to the data string |
74 | | cprintf(DCDA[wConvNo]->pszData); |
75 | | DCFreeDdeMem(wConvNo); |
76 | | } |
77 | | } |
78 | | // end conversation |
79 | | if(!DCDisconnect(wConvNo)) |
80 | | { |
81 | | cout << "Couldn't disconnect DDE." << endl; |
82 | | } |
83 | | } |
84 | | } |
85 | | |
| 205 | itpp::Laplace_RNG LapRNG = Laplace_RNG(); |
| 206 | |
| 207 | /* |
| 208 | char szApp[] = "MT4"; |
| 209 | char szTopic[] = "ASK"; |
| 210 | char szItem1[] = "EURUSD"; |
| 211 | |
| 212 | //DDE Initialization |
| 213 | DWORD idInst=0; |
| 214 | UINT iReturn; |
| 215 | iReturn = DdeInitialize(&idInst, (PFNCALLBACK)DdeCallback, |
| 216 | APPCLASS_STANDARD | APPCMD_CLIENTONLY, 0 ); |
| 217 | if (iReturn!=DMLERR_NO_ERROR) |
| 218 | { |
| 219 | printf("DDE Initialization Failed: 0x%04x\n", iReturn); |
| 220 | Sleep(1500); |
| 221 | return 0; |
| 222 | } |
| 223 | |
| 224 | /* |
| 225 | //Start DDE Server and wait for it to become idle. |
| 226 | HINSTANCE hRet = ShellExecute(0, "open", szTopic, 0, 0, SW_SHOWNORMAL); |
| 227 | if ((int)hRet < 33) |
| 228 | { |
| 229 | printf("Unable to Start DDE Server: 0x%04x\n", hRet); |
| 230 | Sleep(1500); DdeUninitialize(idInst); |
| 231 | return 0; |
| 232 | } |
| 233 | Sleep(1000); |
| 234 | */ |
| 235 | |
| 236 | /* |
| 237 | //DDE Connect to Server using given AppName and topic. |
| 238 | HSZ hszApp, hszTopic; |
| 239 | HCONV hConv; |
| 240 | hszApp = DdeCreateStringHandle(idInst, szApp, 0); |
| 241 | hszTopic = DdeCreateStringHandle(idInst, szTopic, 0); |
| 242 | hConv = DdeConnect(idInst, hszApp, hszTopic, NULL); |
| 243 | DdeFreeStringHandle(idInst, hszApp); |
| 244 | DdeFreeStringHandle(idInst, hszTopic); |
| 245 | if (hConv == NULL) |
| 246 | { |
| 247 | printf("DDE Connection Failed.\n"); |
| 248 | Sleep(1500); DdeUninitialize(idInst); |
| 249 | return 0; |
| 250 | } |
| 251 | |
| 252 | //Execute commands/requests specific to the DDE Server. |
| 253 | |
| 254 | DDERequest(idInst, hConv, szItem1); |
| 255 | |
| 256 | //DDE Disconnect and Uninitialize. |
| 257 | //DdeDisconnect(hConv); |
| 258 | //DdeUninitialize(idInst); |
| 259 | |
| 260 | Sleep(300000); |
| 261 | Sleep(3000); |
| 262 | */ |
| 263 | |
220 | | } |
221 | | |
222 | | strings.push_back(parsed_line); |
223 | | |
224 | | myfile.close(); |
225 | | } |
226 | | } |
227 | | |
228 | | |
229 | | |
230 | | for(int j = 0;j<strings.size();j++) |
231 | | { |
| 400 | } |
| 401 | |
| 402 | data_matrix.ins_row(data_matrix.rows(),data_vector); |
| 403 | } |
| 404 | |
| 405 | myfile.close(); |
| 406 | } |
| 407 | else |
| 408 | { |
| 409 | cout << "Can't open data file!" << endl; |
| 410 | } |
| 411 | |
| 412 | list<list<pair<int,int>>> model_types = model::possible_models_recurse(max_model_order,data_matrix.rows()); |
| 413 | |
| 414 | list<model*> models; |
| 415 | for(list<list<pair<int,int>>>::iterator model_type = model_types.begin();model_type!=model_types.end();model_type++) |
| 416 | { |
| 417 | models.push_back(new model((*model_type),true,false,30,0,&data_matrix)); |
| 418 | models.push_back(new model((*model_type),false,false,30,0,&data_matrix)); |
| 419 | } |
| 420 | |
| 421 | mat result_lognc; |
| 422 | |
| 423 | for(int time = max_model_order;20;time++) //time<data_matrix.cols() |
| 424 | { |
| 425 | vec cur_res_lognc; |
| 426 | |
| 427 | for(list<model*>::iterator model_ref = models.begin();model_ref!=models.end();model_ref++) |
| 428 | { |
| 429 | (*model_ref)->data_update(time); |
| 430 | if((*model_ref)->my_rarx!=NULL) |
| 431 | { |
| 432 | cur_res_lognc.ins(cur_res_lognc.size(),(*model_ref)->my_rarx->posterior->log_nc); |
| 433 | } |
| 434 | else |
| 435 | { |
| 436 | cur_res_lognc.ins(cur_res_lognc.size(),(*model_ref)->my_arx->posterior().lognc()); |
| 437 | } |
| 438 | } |
| 439 | |
| 440 | result_lognc.ins_col(result_lognc.cols(),cur_res_lognc); |
| 441 | |
| 442 | cout << "Updated." << endl; |
| 443 | |
| 444 | /* |