Andrew Charlwood
adc1dbfc58
Tested full refresh pipeline end-to-end with real Snowflake data: - Fixed trust filter to read Name column from defaultTrusts.csv - Fixed Decimal type handling in calculate_cost_per_patient_per_annum - Fixed array handling in convert_to_records for average_administered - Added required reference CSV files to data/ directory - Configured Snowflake connection (account, warehouse, user) Results: - Snowflake fetch: 656,695 records in ~7s - Transformations: 519,848 records after UPID/drug/directory - Pathway nodes: 293 for all_6mo (8 trusts, 14 directories) - Total processing time: ~6.2 minutes
6.1 KiB
6.1 KiB
| 1 | Code | Service |
|---|---|---|
| 2 | 100 | GENERAL SURGERY SERVICE |
| 3 | 101 | UROLOGY SERVICE |
| 4 | 102 | TRANSPLANT SURGERY SERVICE |
| 5 | 103 | BREAST SURGERY SERVICE |
| 6 | 104 | COLORECTAL SURGERY SERVICE |
| 7 | 105 | HEPATOBILIARY AND PANCREATIC SURGERY SERVICE |
| 8 | 106 | UPPER GASTROINTESTINAL SURGERY SERVICE |
| 9 | 107 | VASCULAR SURGERY SERVICE |
| 10 | 108 | SPINAL SURGERY SERVICE |
| 11 | 109 | BARIATRIC SURGERY SERVICE |
| 12 | 110 | TRAUMA AND ORTHOPAEDIC SERVICE |
| 13 | 111 | ORTHOPAEDIC SERVICE |
| 14 | 113 | ENDOCRINE SURGERY SERVICE |
| 15 | 115 | TRAUMA SURGERY SERVICE |
| 16 | 120 | EAR NOSE AND THROAT SERVICE |
| 17 | 130 | OPHTHALMOLOGY SERVICE |
| 18 | 140 | ORAL SURGERY SERVICE |
| 19 | 141 | RESTORATIVE DENTISTRY SERVICE |
| 20 | 143 | ORTHODONTIC SERVICE |
| 21 | 144 | MAXILLOFACIAL SURGERY SERVICE |
| 22 | 145 | ORAL AND MAXILLOFACIAL SURGERY SERVICE |
| 23 | 150 | NEUROSURGICAL SERVICE |
| 24 | 160 | PLASTIC SURGERY SERVICE |
| 25 | 161 | BURNS CARE SERVICE |
| 26 | 170 | CARDIOTHORACIC SURGERY SERVICE |
| 27 | 172 | CARDIAC SURGERY SERVICE |
| 28 | 173 | THORACIC SURGERY SERVICE |
| 29 | 174 | CARDIOTHORACIC TRANSPLANTATION SERVICE |
| 30 | 191 | PAIN MANAGEMENT SERVICE |
| 31 | 142 | PAEDIATRIC DENTISTRY SERVICE |
| 32 | 171 | PAEDIATRIC SURGERY SERVICE |
| 33 | 211 | PAEDIATRIC UROLOGY SERVICE |
| 34 | 212 | PAEDIATRIC TRANSPLANTATION SURGERY SERVICE |
| 35 | 213 | PAEDIATRIC GASTROINTESTINAL SURGERY SERVICE |
| 36 | 214 | PAEDIATRIC TRAUMA AND ORTHOPAEDIC SERVICE |
| 37 | 215 | PAEDIATRIC EAR NOSE AND THROAT SERVICE |
| 38 | 216 | PAEDIATRIC OPHTHALMOLOGY SERVICE |
| 39 | 217 | PAEDIATRIC ORAL AND MAXILLOFACIAL SURGERY SERVICE |
| 40 | 218 | PAEDIATRIC NEUROSURGERY SERVICE |
| 41 | 219 | PAEDIATRIC PLASTIC SURGERY SERVICE |
| 42 | 220 | PAEDIATRIC BURNS CARE SERVICE |
| 43 | 221 | PAEDIATRIC CARDIAC SURGERY SERVICE |
| 44 | 222 | PAEDIATRIC THORACIC SURGERY SERVICE |
| 45 | 223 | PAEDIATRIC EPILEPSY SERVICE |
| 46 | 230 | PAEDIATRIC CLINICAL PHARMACOLOGY SERVICE |
| 47 | 240 | PAEDIATRIC PALLIATIVE MEDICINE SERVICE |
| 48 | 241 | PAEDIATRIC PAIN MANAGEMENT SERVICE |
| 49 | 242 | PAEDIATRIC INTENSIVE CARE SERVICE |
| 50 | 250 | PAEDIATRIC HEPATOLOGY SERVICE |
| 51 | 251 | PAEDIATRIC GASTROENTEROLOGY SERVICE |
| 52 | 252 | PAEDIATRIC ENDOCRINOLOGY SERVICE |
| 53 | 253 | PAEDIATRIC CLINICAL HAEMATOLOGY SERVICE |
| 54 | 254 | PAEDIATRIC AUDIO VESTIBULAR MEDICINE SERVICE |
| 55 | 255 | PAEDIATRIC CLINICAL IMMUNOLOGY AND ALLERGY SERVICE |
| 56 | 256 | PAEDIATRIC INFECTIOUS DISEASES SERVICE |
| 57 | 257 | PAEDIATRIC DERMATOLOGY SERVICE |
| 58 | 258 | PAEDIATRIC RESPIRATORY MEDICINE SERVICE |
| 59 | 259 | PAEDIATRIC NEPHROLOGY SERVICE |
| 60 | 260 | PAEDIATRIC MEDICAL ONCOLOGY SERVICE |
| 61 | 261 | PAEDIATRIC INHERITED METABOLIC MEDICINE SERVICE |
| 62 | 262 | PAEDIATRIC RHEUMATOLOGY SERVICE |
| 63 | 263 | PAEDIATRIC DIABETES SERVICE |
| 64 | 264 | PAEDIATRIC CYSTIC FIBROSIS SERVICE |
| 65 | 270 | PAEDIATRIC EMERGENCY MEDICINE SERVICE |
| 66 | 280 | PAEDIATRIC INTERVENTIONAL RADIOLOGY SERVICE |
| 67 | 290 | COMMUNITY PAEDIATRIC SERVICE |
| 68 | 291 | PAEDIATRIC NEURODISABILITY SERVICE |
| 69 | 321 | PAEDIATRIC CARDIOLOGY SERVICE |
| 70 | 421 | PAEDIATRIC NEUROLOGY SERVICE |
| 71 | 180 | EMERGENCY MEDICINE SERVICE |
| 72 | 190 | ANAESTHETIC SERVICE |
| 73 | 192 | INTENSIVE CARE MEDICINE SERVICE |
| 74 | 200 | AVIATION AND SPACE MEDICINE SERVICE |
| 75 | 300 | GENERAL INTERNAL MEDICINE SERVICE |
| 76 | 301 | GASTROENTEROLOGY SERVICE |
| 77 | 302 | ENDOCRINOLOGY SERVICE |
| 78 | 303 | CLINICAL HAEMATOLOGY SERVICE |
| 79 | 304 | CLINICAL PHYSIOLOGY SERVICE |
| 80 | 305 | CLINICAL PHARMACOLOGY SERVICE |
| 81 | 306 | HEPATOLOGY SERVICE |
| 82 | 307 | DIABETES SERVICE |
| 83 | 308 | BLOOD AND MARROW TRANSPLANTATION SERVICE |
| 84 | 309 | HAEMOPHILIA SERVICE |
| 85 | 310 | AUDIO VESTIBULAR MEDICINE SERVICE |
| 86 | 311 | CLINICAL GENETICS SERVICE |
| 87 | 313 | CLINICAL IMMUNOLOGY AND ALLERGY SERVICE |
| 88 | 314 | REHABILITATION MEDICINE SERVICE |
| 89 | 315 | PALLIATIVE MEDICINE SERVICE |
| 90 | 316 | CLINICAL IMMUNOLOGY SERVICE |
| 91 | 317 | ALLERGY SERVICE |
| 92 | 318 | INTERMEDIATE CARE SERVICE |
| 93 | 319 | RESPITE CARE SERVICE |
| 94 | 320 | CARDIOLOGY SERVICE |
| 95 | 322 | CLINICAL MICROBIOLOGY SERVICE |
| 96 | 323 | SPINAL INJURIES SERVICE |
| 97 | 324 | ANTICOAGULANT SERVICE |
| 98 | 325 | SPORT AND EXERCISE MEDICINE SERVICE |
| 99 | 326 | ACUTE INTERNAL MEDICINE SERVICE |
| 100 | 327 | CARDIAC REHABILITATION SERVICE |
| 101 | 328 | STROKE MEDICINE SERVICE |
| 102 | 329 | TRANSIENT ISCHAEMIC ATTACK SERVICE |
| 103 | 330 | DERMATOLOGY SERVICE |
| 104 | 331 | CONGENITAL HEART DISEASE SERVICE |
| 105 | 333 | RARE DISEASE SERVICE |
| 106 | 335 | INHERITED METABOLIC MEDICINE SERVICE |
| 107 | 340 | RESPIRATORY MEDICINE SERVICE |
| 108 | 341 | RESPIRATORY PHYSIOLOGY SERVICE |
| 109 | 342 | PULMONARY REHABILITATION SERVICE |
| 110 | 343 | ADULT CYSTIC FIBROSIS SERVICE |
| 111 | 344 | COMPLEX SPECIALISED REHABILITATION SERVICE |
| 112 | 345 | SPECIALIST REHABILITATION SERVICE |
| 113 | 346 | LOCAL SPECIALIST REHABILITATION SERVICE |
| 114 | 347 | SLEEP MEDICINE SERVICE |
| 115 | 348 | POST-COVID-19 SYNDROME SERVICE |
| 116 | 350 | INFECTIOUS DISEASES SERVICE |
| 117 | 352 | TROPICAL MEDICINE SERVICE |
| 118 | 360 | GENITOURINARY MEDICINE SERVICE |
| 119 | 361 | RENAL MEDICINE SERVICE |
| 120 | 370 | MEDICAL ONCOLOGY SERVICE |
| 121 | 371 | NUCLEAR MEDICINE SERVICE |
| 122 | 400 | NEUROLOGY SERVICE |
| 123 | 401 | CLINICAL NEUROPHYSIOLOGY SERVICE |
| 124 | 410 | RHEUMATOLOGY SERVICE |
| 125 | 420 | PAEDIATRIC SERVICE |
| 126 | 422 | NEONATAL CRITICAL CARE SERVICE |
| 127 | 424 | WELL BABY SERVICE |
| 128 | 430 | ELDERLY MEDICINE SERVICE |
| 129 | 431 | ORTHOGERIATRIC MEDICINE SERVICE |
| 130 | 450 | DENTAL MEDICINE SERVICE |
| 131 | 451 | SPECIAL CARE DENTISTRY SERVICE |
| 132 | 460 | MEDICAL OPHTHALMOLOGY SERVICE |
| 133 | 461 | OPHTHALMIC AND VISION SCIENCE SERVICE |
| 134 | 501 | OBSTETRICS SERVICE |
| 135 | 502 | GYNAECOLOGY SERVICE |
| 136 | 503 | GYNAECOLOGICAL ONCOLOGY SERVICE |
| 137 | 504 | COMMUNITY SEXUAL AND REPRODUCTIVE HEALTH SERVICE |
| 138 | 505 | FETAL MEDICINE SERVICE |
| 139 | 510 | RETIRED BUT RETAINED FOR HISTORICAL PURPOSES |
| 140 | 520 | RETIRED BUT RETAINED FOR HISTORICAL PURPOSES |
| 141 | 560 | MIDWIFERY SERVICE |
| 142 | 610 | RETIRED BUT RETAINED FOR HISTORICAL PURPOSES |
| 143 | 620 | RETIRED BUT RETAINED FOR HISTORICAL PURPOSES |
| 144 | 656 | CLINICAL PSYCHOLOGY SERVICE |
| 145 | 700 | LEARNING DISABILITY SERVICE |
| 146 | 710 | ADULT MENTAL HEALTH SERVICE |
| 147 | 711 | CHILD AND ADOLESCENT PSYCHIATRY SERVICE |
| 148 | 712 | FORENSIC PSYCHIATRY SERVICE |
| 149 | 713 | MEDICAL PSYCHOTHERAPY SERVICE |
| 150 | 715 | OLD AGE PSYCHIATRY SERVICE |
| 151 | 720 | EATING DISORDERS SERVICE |
| 152 | 721 | ADDICTION SERVICE |
| 153 | 722 | LIAISON PSYCHIATRY SERVICE |
| 154 | 723 | PSYCHIATRIC INTENSIVE CARE SERVICE |
| 155 | 724 | PERINATAL MENTAL HEALTH SERVICE |
| 156 | 725 | MENTAL HEALTH RECOVERY AND REHABILITATION SERVICE |
| 157 | 726 | MENTAL HEALTH DUAL DIAGNOSIS SERVICE |
| 158 | 727 | DEMENTIA ASSESSMENT SERVICE |
| 159 | 730 | NEUROPSYCHIATRY SERVICE |
| 160 | 800 | CLINICAL ONCOLOGY SERVICE |
| 161 | 811 | INTERVENTIONAL RADIOLOGY SERVICE |
| 162 | 812 | DIAGNOSTIC IMAGING SERVICE |
| 163 | 822 | CHEMICAL PATHOLOGY SERVICE |
| 164 | 832 | RETIRED BUT RETAINED FOR HISTORICAL PURPOSES |
| 165 | 834 | MEDICAL VIROLOGY SERVICE |
| 166 | 650 | PHYSIOTHERAPY SERVICE |
| 167 | 651 | OCCUPATIONAL THERAPY SERVICE |
| 168 | 652 | SPEECH AND LANGUAGE THERAPY SERVICE |
| 169 | 653 | PODIATRY SERVICE |
| 170 | 654 | DIETETICS SERVICE |
| 171 | 655 | ORTHOPTICS SERVICE |
| 172 | 657 | PROSTHETICS SERVICE |
| 173 | 658 | ORTHOTICS SERVICE |
| 174 | 659 | DRAMATHERAPY SERVICE |
| 175 | 660 | ART THERAPY SERVICE |
| 176 | 661 | MUSIC THERAPY SERVICE |
| 177 | 662 | OPTOMETRY SERVICE |
| 178 | 663 | PODIATRIC SURGERY SERVICE |
| 179 | 670 | UROLOGICAL PHYSIOLOGY SERVICE |
| 180 | 673 | VASCULAR PHYSIOLOGY SERVICE |
| 181 | 675 | CARDIAC PHYSIOLOGY SERVICE |
| 182 | 677 | GASTROINTESTINAL PHYSIOLOGY SERVICE |
| 183 | 840 | AUDIOLOGY SERVICE |
| 184 | 920 | DIABETIC EDUCATION SERVICE |
| 185 | 990 | RETIRED BUT RETAINED FOR HISTORICAL PURPOSES |