luulinh90s/Tabular-LLM-Study-Debugging

1<html><head>2<style>3body { font-family: Arial, sans-serif; margin: 20px; }4h1 { text-align: center; }5.cot-title { color: blue; }6.pos-title { color: green; }7h2 { color: black; text-align: left; }8h3 { color: black; text-align: left; }9h4 { color: darkslategray; }10table { width: 100%; border-collapse: collapse; margin: 20px 0; }11table, th, td { border: 1px solid #ddd; padding: 8px; }12th { background-color: #f2f2f2; }13tr:nth-child(even) { background-color: #f9f9f9; }14.highlight { background-color: #ffffcc; }15.true { color: green; }16.false { color: red; }17.highlighted-cell { background-color: yellow; cursor: pointer; }18.step-title { background-color: #f1f1f1; color: #444; padding: 10px; margin: 10px 0; font-size: 18px; border-left: 4px solid #888; }19.step { display: block; }20</style>21</head><body>22<h1 class="pos-title">Plan-of-SQLs (Ours)</h1>23<hr>24<h3><span>Statement:</span> alberto pagani averages 40 points in races he wins</h3>25<h3>Ground-truth:</span> TRUE</h3>26<h3>Input Table: alberto pagani</h3>27<div class="step">28<div class="step">29<div class="step-title">Step 1: Select rows where 'wins' is greater than 0.</div>30<div id="step-1" class="content">31<table>32<tr>33<td>year</td>34<td>class</td>35<td>team</td>36<td>points</td>37<td>wins</td>38</tr>39<tr>40<td>1959</td>41<td>125cc</td>42<td>ducati</td>43<td>2</td>44<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>45</tr>46<tr>47<td>1960</td>48<td>125cc</td>49<td>mv agusta</td>50<td>0</td>51<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>52</tr>53<tr>54<td>1960</td>55<td>250cc</td>56<td>aermacchi</td>57<td>2</td>58<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>59</tr>60<tr>61<td>1960</td>62<td>350cc</td>63<td>norton</td>64<td>0</td>65<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>66</tr>67<tr>68<td>1960</td>69<td>500cc</td>70<td>norton</td>71<td>0</td>72<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>73</tr>74<tr>75<td>1961</td>76<td>250cc</td>77<td>aermacchi</td>78<td>0</td>79<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>80</tr>81<tr>82<td>1961</td>83<td>500cc</td>84<td>norton</td>85<td>3</td>86<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>87</tr>88<tr>89<td>1962</td>90<td>125cc</td>91<td>honda</td>92<td>2</td>93<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>94</tr>95<tr>96<td>1962</td>97<td>250cc</td>98<td>honda</td>99<td>8</td>100<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>101</tr>102<tr>103<td>1963</td>104<td>50cc</td>105<td>kreidler</td>106<td>9</td>107<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>108</tr>109<tr>110<td>1963</td>111<td>350cc</td>112<td>norton</td>113<td>0</td>114<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>115</tr>116<tr>117<td>1964</td>118<td>250cc</td>119<td>paton</td>120<td>6</td>121<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>122</tr>123<tr>124<td>1965</td>125<td>250cc</td>126<td>aermacchi</td>127<td>1</td>128<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>129</tr>130<tr>131<td>1965</td>132<td>350cc</td>133<td>aermacchi</td>134<td>0</td>135<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>136</tr>137<tr>138<td>1966</td>139<td>250cc</td>140<td>aermacchi</td>141<td>4</td>142<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>143</tr>144<tr>145<td>1966</td>146<td>350cc</td>147<td>aermacchi</td>148<td>11</td>149<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>150</tr>151<tr>152<td>1967</td>153<td>250cc</td>154<td>aermacchi</td>155<td>0</td>156<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>157</tr>158<tr>159<td>1967</td>160<td>350cc</td>161<td>aermacchi</td>162<td>11</td>163<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>164</tr>165<tr>166<td>1968</td>167<td>500cc</td>168<td>linto</td>169<td>9</td>170<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>171</tr>172<tr>173<td>1969</td>174<td>350cc</td>175<td>aermacchi</td>176<td>0</td>177<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>178</tr>179<tr>180<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1969</span></td>181<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">500cc</span></td>182<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">linto</span></td>183<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">15</span></td>184<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>185</tr>186<tr>187<td>1970</td>188<td>250cc</td>189<td>aermacchi</td>190<td>4</td>191<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>192</tr>193<tr>194<td>1970</td>195<td>500cc</td>196<td>linto</td>197<td>30</td>198<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>199</tr>200<tr>201<td>1971</td>202<td>125cc</td>203<td>derbi</td>204<td>4</td>205<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>206</tr>207<tr>208<td>1971</td>209<td>250cc</td>210<td>suzuki</td>211<td>0</td>212<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>213</tr>214<tr>215<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1971</span></td>216<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">500cc</span></td>217<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">linto</span></td>218<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">29</span></td>219<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>220</tr>221<tr>222<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1971</span></td>223<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">500cc</span></td>224<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">mv agusta</span></td>225<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">29</span></td>226<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>227</tr>228<tr>229<td>1972</td>230<td>350cc</td>231<td>mv agusta</td>232<td>4</td>233<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">0</span></td>234</tr>235<tr>236<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972</span></td>237<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">500cc</span></td>238<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">mv agusta</span></td>239<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">87</span></td>240<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>241</tr>242</table>243</div>244<hr>245<div class="step">246<div class="step-title">Step 2: Calculate the average of the 'points' column for the selected rows and add column 'avg_points' to the existing table.</div>247<div id="step-0" class="content">248<table>249<tr>250<td>year</td>251<td>class</td>252<td>team</td>253<td>points</td>254<td>wins</td>255</tr>256<tr>257<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1969</span></td>258<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">500cc</span></td>259<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">linto</span></td>260<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">15</span></td>261<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>262</tr>263<tr>264<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1971</span></td>265<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">500cc</span></td>266<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">linto</span></td>267<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">29</span></td>268<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>269</tr>270<tr>271<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1971</span></td>272<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">500cc</span></td>273<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">mv agusta</span></td>274<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">29</span></td>275<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>276</tr>277<tr>278<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1972</span></td>279<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">500cc</span></td>280<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">mv agusta</span></td>281<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">87</span></td>282<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>283</tr>284</table>285</div>286</div>287<hr>288<div class="step">289<div class="step-title">Step 3: Select rows where 'avg_points' is equal to or greater than 40.</div>290<div id="step-1" class="content">291<table>292<tr>293<td>year</td>294<td>class</td>295<td>team</td>296<td>points</td>297<td>wins</td>298<td>avg_points</td>299</tr>300<tr>301<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1969</span></td>302<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">500cc</span></td>303<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">linto</span></td>304<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">15</span></td>305<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1</span></td>306<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">40.0</span></td>307</tr>308<tr>309<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1971</span></td>310<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">500cc</span></td>311<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">linto</span></td>312<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">29</span></td>313<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1</span></td>314<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">40.0</span></td>315</tr>316<tr>317<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1971</span></td>318<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">500cc</span></td>319<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">mv agusta</span></td>320<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">29</span></td>321<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1</span></td>322<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">40.0</span></td>323</tr>324<tr>325<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972</span></td>326<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">500cc</span></td>327<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">mv agusta</span></td>328<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">87</span></td>329<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1</span></td>330<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">40.0</span></td>331</tr>332</table>333</div>334</div>335<hr>336<div class="step">337<div class="step-title">Step 4: Use a `CASE` statement to return TRUE if the number of rows is equal to or greater than 1, otherwise return FALSE.</div>338<div id="step-2" class="content">339<table>340<tr>341<td>year</td>342<td>class</td>343<td>team</td>344<td>points</td>345<td>wins</td>346<td>avg_points</td>347</tr>348<tr>349<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1969</span></td>350<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">500cc</span></td>351<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">linto</span></td>352<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">15</span></td>353<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>354<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">40.0</span></td>355</tr>356<tr>357<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1971</span></td>358<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">500cc</span></td>359<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">linto</span></td>360<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">29</span></td>361<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>362<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">40.0</span></td>363</tr>364<tr>365<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1971</span></td>366<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">500cc</span></td>367<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">mv agusta</span></td>368<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">29</span></td>369<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>370<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">40.0</span></td>371</tr>372<tr>373<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1972</span></td>374<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">500cc</span></td>375<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">mv agusta</span></td>376<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">87</span></td>377<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">1</span></td>378<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">40.0</span></td>379</tr>380</table>381</div>382</div>383<hr>384<div class="step">385<div class="step-title">Final output table:</div>386<div id="step-3" class="content">387<table>388<tr>389<td>verification_result</td>390</tr>391<tr>392<td>TRUE</td>393</tr>394</table>395</div>396</div>397<hr>398<div class="step"><h3><span class="true">Prediction: TRUE </span></h3>399<h3>Ground-truth:</span> TRUE</h3></div>400</body></html>401