|
| 1 | +from django.conf import settings |
| 2 | +from django.core.management.base import BaseCommand |
| 3 | +from trino.auth import BasicAuthentication |
| 4 | +from trino.dbapi import connect |
| 5 | + |
| 6 | +from cms.api import create_default_courseware_page |
| 7 | +from cms.models import CertificatePage, SignatoryPage |
| 8 | +from courses.models import Course, CourseRun, Department |
| 9 | + |
| 10 | + |
| 11 | +class Command(BaseCommand): |
| 12 | + help = ( |
| 13 | + "Migrate the edX data via Trino from the data platform to the corresponding models in MITx Online " |
| 14 | + "e.g Course, CourseRun, CoursePage CertificatePage, etc." |
| 15 | + ) |
| 16 | + |
| 17 | + def _connect_to_trino(self): |
| 18 | + try: |
| 19 | + conn = connect( |
| 20 | + host=settings.TRINO_HOST, |
| 21 | + port=settings.TRINO_PORT, |
| 22 | + user=settings.TRINO_USER, |
| 23 | + auth=BasicAuthentication(settings.TRINO_USER, settings.TRINO_PASSWORD), |
| 24 | + catalog=settings.TRINO_CATALOG, |
| 25 | + schema="ol_warehouse_production_migration", |
| 26 | + ) |
| 27 | + self.stdout.write(self.style.SUCCESS("Successfully connected to Trino")) |
| 28 | + except Exception as e: |
| 29 | + self.stdout.write(self.style.ERROR(f"Failed to connect to Trino: {e}")) |
| 30 | + raise |
| 31 | + else: |
| 32 | + return conn |
| 33 | + |
| 34 | + def _create_course(self, row): |
| 35 | + """ |
| 36 | + Create a new Course instance or get an existing one using data from the row. |
| 37 | +
|
| 38 | + Args: |
| 39 | + row (dict): Dictionary containing course data from Trino |
| 40 | +
|
| 41 | + Returns: |
| 42 | + tuple: Tuple containing (Course instance, boolean indicating if created) |
| 43 | + - Course instance: The created or retrieved Course model instance |
| 44 | + - boolean: True if a new course was created, False if existing was retrieved |
| 45 | + """ |
| 46 | + department, _ = Department.objects.get_or_create( |
| 47 | + name=row.get("department_name") |
| 48 | + ) |
| 49 | + |
| 50 | + course, created = Course.objects.get_or_create( |
| 51 | + readable_id=row.get("course_readable_id"), |
| 52 | + defaults={ |
| 53 | + "title": row.get("course_title"), |
| 54 | + "readable_id": row.get("course_readable_id"), |
| 55 | + "live": False, |
| 56 | + }, |
| 57 | + ) |
| 58 | + course.departments.add(department) |
| 59 | + course.save() |
| 60 | + |
| 61 | + return course, created |
| 62 | + |
| 63 | + def _create_course_certificate_page(self, course_page, course_title, signatories): |
| 64 | + """ |
| 65 | + Create a certificate page for a course and associate it with a signatory. |
| 66 | +
|
| 67 | + Args: |
| 68 | + course_page: The course page to create the certificate page under |
| 69 | + course_title: Title of the course to use in certificate |
| 70 | + signatories: The SignatoryPage instances to associate with the certificate |
| 71 | +
|
| 72 | + Returns: |
| 73 | + The created CertificatePage instance |
| 74 | +
|
| 75 | + """ |
| 76 | + certificate_page = course_page.add_child( |
| 77 | + instance=CertificatePage( |
| 78 | + product_name=course_title, |
| 79 | + title=f"Certificate For {course_title}", |
| 80 | + live=True, |
| 81 | + ) |
| 82 | + ) |
| 83 | + |
| 84 | + if signatories: |
| 85 | + # Create the signatory block with only required fields |
| 86 | + signatory_blocks = [ |
| 87 | + {"type": "signatory", "value": signatory.id} |
| 88 | + for signatory in signatories |
| 89 | + ] |
| 90 | + certificate_page.signatories = signatory_blocks |
| 91 | + |
| 92 | + # Save the page first to create the initial content |
| 93 | + certificate_page.save() |
| 94 | + |
| 95 | + # Create a new revision |
| 96 | + revision = certificate_page.save_revision() |
| 97 | + revision.publish() |
| 98 | + |
| 99 | + return certificate_page |
| 100 | + |
| 101 | + def _create_course_run(self, course, row): |
| 102 | + """ |
| 103 | + Create a new CourseRun instance for the given course using data from row. |
| 104 | +
|
| 105 | + Args: |
| 106 | + course (Course): Course model instance to create the run for |
| 107 | + row (dict): Dictionary containing course run data from Trino |
| 108 | +
|
| 109 | + Returns: |
| 110 | + tuple: Tuple containing (CourseRun instance, boolean indicating if created) |
| 111 | + """ |
| 112 | + course_run, created_run = CourseRun.objects.get_or_create( |
| 113 | + courseware_id=row.get("courseware_id"), |
| 114 | + defaults={ |
| 115 | + "course": course, |
| 116 | + "run_tag": row.get("run_tag"), |
| 117 | + "start_date": row.get("start_date"), |
| 118 | + "end_date": row.get("end_date"), |
| 119 | + "enrollment_start": row.get("enrollment_start"), |
| 120 | + "enrollment_end": row.get("enrollment_end"), |
| 121 | + "title": row.get("courserun_title"), |
| 122 | + "live": True, |
| 123 | + "is_self_paced": row.get("is_self_paced"), |
| 124 | + }, |
| 125 | + ) |
| 126 | + return course_run, created_run |
| 127 | + |
| 128 | + def _get_signatories(self, signatory_list, use_default_signatory): |
| 129 | + """ |
| 130 | + Get SignatoryPage based on the provided list of names or use the default signatory. |
| 131 | +
|
| 132 | + Args: |
| 133 | + signatory_list (list): List of signatory names |
| 134 | + use_default_signatory: Boolean indicating whether to use the default signatory |
| 135 | +
|
| 136 | + Returns: |
| 137 | + list: List of SignatoryPage |
| 138 | + """ |
| 139 | + if use_default_signatory: |
| 140 | + signatory_obj = SignatoryPage.objects.first() |
| 141 | + if not signatory_obj: |
| 142 | + self.stdout.write( |
| 143 | + self.style.ERROR( |
| 144 | + "No signatory found in the system. Please create at least one SignatoryPage instance." |
| 145 | + ) |
| 146 | + ) |
| 147 | + exit(-1) # noqa: PLR1722 |
| 148 | + return [signatory_obj] |
| 149 | + |
| 150 | + signatory_names = [ |
| 151 | + name.strip() |
| 152 | + for name in signatory_list |
| 153 | + if isinstance(name, str) and name.strip() |
| 154 | + ] |
| 155 | + return list(SignatoryPage.objects.filter(name__in=signatory_names)) |
| 156 | + |
| 157 | + def _migrate_course_runs(self, conn, options): |
| 158 | + """ |
| 159 | + Migrate course runs,their associated courses, course pages, and course certificate pages |
| 160 | + """ |
| 161 | + use_default_signatory = options["use_default_signatory"] |
| 162 | + limit = options.get("limit") |
| 163 | + batch_size = options.get("batch_size", 1000) |
| 164 | + |
| 165 | + cur = conn.cursor() |
| 166 | + |
| 167 | + query = "SELECT * FROM edxorg_to_mitxonline_course_runs" |
| 168 | + if limit is not None: |
| 169 | + query += f" LIMIT {int(limit)}" |
| 170 | + cur.execute(query) |
| 171 | + columns = [desc[0] for desc in cur.description] |
| 172 | + |
| 173 | + course_success_count = 0 |
| 174 | + run_success_count = 0 |
| 175 | + |
| 176 | + while True: |
| 177 | + results = cur.fetchmany(batch_size) |
| 178 | + if not results: |
| 179 | + break |
| 180 | + |
| 181 | + for result in results: |
| 182 | + row = dict(zip(columns, result)) |
| 183 | + # Skip rows with no department courses or any course with no certificates |
| 184 | + if ( |
| 185 | + not row.get("department_name") |
| 186 | + and row.get("mitxonline_course_id") is None |
| 187 | + ) or ( |
| 188 | + row.get("certificate_count") is None |
| 189 | + or int(row.get("certificate_count", 0)) < 1 |
| 190 | + ): |
| 191 | + continue |
| 192 | + |
| 193 | + signatories = self._get_signatories( |
| 194 | + row.get("signatory_names", []), use_default_signatory |
| 195 | + ) |
| 196 | + |
| 197 | + (course, course_created) = self._create_course(row) |
| 198 | + |
| 199 | + if course_created: |
| 200 | + try: |
| 201 | + course_page = create_default_courseware_page(course, live=False) |
| 202 | + self._create_course_certificate_page( |
| 203 | + course_page, row.get("course_title"), signatories |
| 204 | + ) |
| 205 | + course_success_count += 1 |
| 206 | + |
| 207 | + except Exception as e: # noqa: BLE001 |
| 208 | + self.stdout.write( |
| 209 | + self.style.ERROR( |
| 210 | + f"Could not create CMS page {course.readable_id}, skipping it: {e}" |
| 211 | + ) |
| 212 | + ) |
| 213 | + |
| 214 | + course_run, run_created = self._create_course_run(course, row) |
| 215 | + if run_created: |
| 216 | + run_success_count += 1 |
| 217 | + |
| 218 | + self.stdout.write(self.style.SUCCESS(f"{course_success_count} courses created")) |
| 219 | + self.stdout.write( |
| 220 | + self.style.SUCCESS(f"{run_success_count} course runs created") |
| 221 | + ) |
| 222 | + |
| 223 | + def add_arguments(self, parser) -> None: |
| 224 | + parser.add_argument( |
| 225 | + "--use-default-signatory", |
| 226 | + action="store_true", |
| 227 | + help="Use default signatory for certificate pages for testing purposes, which is the first signatory.", |
| 228 | + ) |
| 229 | + parser.add_argument( |
| 230 | + "--limit", |
| 231 | + type=int, |
| 232 | + help="Limit the number of rows processed from Trino (for testing purposes)", |
| 233 | + ) |
| 234 | + parser.add_argument( |
| 235 | + "--batch-size", |
| 236 | + type=int, |
| 237 | + default=1000, |
| 238 | + help="Number of rows to fetch per batch from Trino (default: 1000)", |
| 239 | + ) |
| 240 | + |
| 241 | + def handle(self, *args, **options): # pylint: disable=unused-argument # noqa: ARG002 |
| 242 | + conn = self._connect_to_trino() |
| 243 | + |
| 244 | + self._migrate_course_runs(conn, options) |
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