fio-l2-cairo-mixedgeom-split

Status: done
Score: 1.000
Duration: 1:22
Cost: 0.38¢
Model: deepseek/deepseek-v4-flash

Map (reference ← swipe → agent)

0:00
Heritage analyst here. I've put together `heritage_sites.geojson` from my own field work, and every site in it is several features sharing a `site_id`. I need to load the data into our desktop tool, which only ingests typed GPKG layers, no mixed-geometry files, and every feature has to be single-part. Can you give me back `heritage.gpkg` with three layers named `points`, `lines`, and `polygons`, keeping the `site_id` on every feature so I don't lose the cross-layer link? Use Egypt's national grid.
0:00
System info
{
  "adapter": "openrouter",
  "model": "deepseek/deepseek-v4-flash",
  "base_url": "https://openrouter.ai/api/v1"
}
0:16
Let me start by understanding the task:

1. Read `heritage_sites.geojson` to see its structure
2. Create `heritage.gpkg` with three layers: `points`, `lines`, `polygons`
3. Separate features by geometry type
4. Ensure every feature has `site_id` to maintain cross-layer links
5. Use Egypt's national grid (EPSG:32635? Actually Egypt uses several. Let me think... Egypt's national grid could be EPSG:22992 (Egypt Blue Belt), EPSG:22993 (Egypt Purple Belt), or EPSG:32635-32636 (UTM zones). Let me check what "Egypt's national grid" typically refers to.)

Actually, Egypt's national grid is often EPSG:22992 (Egypt Blue Belt) or EPSG:22993 (Egypt Purple Belt). But more commonly, "Egypt's national grid" might refer to the "Egyptian Red Belt" which is EPSG:22992? Let me check.

Actually, looking at EPSG:
- EPSG:22992 - Egypt Blue Belt (zone 2)
- EPSG:22993 - Egypt Purple Belt (zone 3)
- EPSG:22994 - Egypt Red Belt (zone 4)

But "Egypt's national grid" might actually be EPSG:22992... Hmm, let me first read the file to understand the data and coordinate system.

Let me start by reading the GeoJSON file.
0:16
0:16
Read /work/heritage_sites.geojson
     1	{
     2	  "type": "FeatureCollection",
     3	  "name": "cairo_heritage_sites",
     4	  "crs": {
     5	    "type": "name",
     6	    "properties": {
     7	      "name": "urn:ogc:def:crs:OGC:1.3:CRS84"
     8	    }
     9	  },
    10	  "features": [
    11	    {
    12	      "type": "Feature",
    13	      "geometry": {
    14	        "type": "Polygon",
    15	        "coordinates": [
    16	          [
    17	            [
    18	              31.256,
    19	              30.0316
    20	            ],
    21	            [
    22	              31.2572,
    23	              30.0316
    24	            ],
    25	            [
    26	              31.2572,
    27	              30.0328
    28	            ],
    29	            [
    30	              31.256,
    31	              30.0328
    32	            ],
    33	            [
    34	              31.256,
    35	              30.0316
    36	            ]
    37	          ]
    38	        ]
    39	      },
    40	      "properties": {
    41	        "site_id": "EG-CAI-001",
    42	        "feature_kind": "enclosure",
    43	        "name_en": "Sultan Hassan Mosque-Madrasa",
    44	        "name_ar": "مسجد ومدرسة السلطان حسن"
    45	      }
    46	    },
    47	    {
    48	      "type": "Feature",
    49	      "geometry": {
    50	        "type": "LineString",
    51	        "coordinates": [
    52	          [
    53	            31.2556,
    54	            30.0321
    55	          ],
    56	          [
    57	            31.2566,
    58	            30.0322
    59	          ],
    60	          [
    61	            31.2576,
    62	            30.0323
    63	          ]
    64	        ]
    65	      },
    66	      "properties": {
    67	        "site_id": "EG-CAI-001",
    68	        "feature_kind": "axial_line_1",
    69	        "name_en": "Sultan Hassan Mosque-Madrasa",
    70	        "name_ar": "مسجد ومدرسة السلطان حسن"
    71	      }
    72	    },
    73	    {
    74	      "type": "Feature",
    75	      "geometry": {
    76	        "type": "LineString",
    77	        "coordinates": [
    78	          [
    79	            31.2567,
    80	            30.0312
    81	          ],
    82	          [
    83	            31.2566,
    84	            30.0322
    85	          ],
    86	          [
    87	            31.2565,
    88	            30.0332
    89	          ]
    90	        ]
    91	      },
    92	      "properties": {
    93	        "site_id": "EG-CAI-001",
    94	        "feature_kind": "axial_line_2",
    95	        "name_en": "Sultan Hassan Mosque-Madrasa",
    96	        "name_ar": "مسجد ومدرسة السلطان حسن"
    97	      }
    98	    },
    99	    {
   100	      "type": "Feature",
   101	      "geometry": {
   102	        "type": "Point",
   103	        "coordinates": [
   104	          31.2566,
   105	          30.0326
   106	        ]
   107	      },
   108	      "properties": {
   109	        "site_id": "EG-CAI-001",
   110	        "feature_kind": "marker_gateway",
   111	        "name_en": "Sultan Hassan Mosque-Madrasa",
   112	        "name_ar": "مسجد ومدرسة السلطان حسن"
   113	      }
   114	    },
   115	    {
   116	      "type": "Feature",
   117	      "geometry": {
   118	        "type": "Point",
   119	        "coordinates": [
   120	          31.257,
   121	          30.0322
   122	        ]
   123	      },
   124	      "properties": {
   125	        "site_id": "EG-CAI-001",
   126	        "feature_kind": "marker_mihrab",
   127	        "name_en": "Sultan Hassan Mosque-Madrasa",
   128	        "name_ar": "مسجد ومدرسة السلطان حسن"
   129	      }
   130	    },
   131	    {
   132	      "type": "Feature",
   133	      "geometry": {
   134	        "type": "Point",
   135	        "coordinates": [
   136	          31.2566,
   137	          30.0318
   138	        ]
   139	      },
   140	      "properties": {
   141	        "site_id": "EG-CAI-001",
   142	        "feature_kind": "marker_minaret",
   143	        "name_en": "Sultan Hassan Mosque-Madrasa",
   144	        "name_ar": "مسجد ومدرسة السلطان حسن"
   145	      }
   146	    },
   147	    {
   148	      "type": "Feature",
   149	      "geometry": {
   150	        "type": "MultiPolygon",
   151	        "coordinates": [
   152	          [
   153	            [
   154	              [
   155	                31.257,
   156	                30.0324
   157	              ],
   158	              [
   159	                31.2582,
   160	                30.0324
   161	              ],
   162	              [
   163	                31.2582,
   164	                30.0336
   165	              ],
   166	              [
   167	                31.257,
   168	                30.0336
   169	              ],
   170	              [
   171	                31.257,
   172	                30.0324
   173	              ]
   174	            ]
   175	          ],
   176	          [
   177	            [
   178	              [
   179	                31.25865,
   180	                30.03349
   181	              ],
   182	              [
   183	                31.25935,
   184	                30.03349
   185	              ],
   186	              [
   187	                31.25935,
   188	                30.03419
   189	              ],
   190	              [
   191	                31.25865,
   192	                30.03419
   193	              ],
   194	              [
   195	                31.25865,
   196	                30.03349
   197	              ]
   198	            ]
   199	          ]
   200	        ]
   201	      },
   202	      "properties": {
   203	        "site_id": "EG-CAI-002",
   204	        "feature_kind": "enclosure",
   205	        "name_en": "Al-Rifai Mosque",
   206	        "name_ar": "مسجد الرفاعي"
   207	      }
   208	    },
   209	    {
   210	      "type": "Feature",
   211	      "geometry": {
   212	        "type": "LineString",
   213	        "coordinates": [
   214	          [
   215	            31.2566,
   216	            30.0329
   217	          ],
   218	          [
   219	            31.2576,
   220	            30.033
   221	          ],
   222	          [
   223	            31.2586,
   224	            30.0331
   225	          ]
   226	        ]
   227	      },
   228	      "properties": {
   229	        "site_id": "EG-CAI-002",
   230	        "feature_kind": "axial_line_1",
   231	        "name_en": "Al-Rifai Mosque",
   232	        "name_ar": "مسجد الرفاعي"
   233	      }
   234	    },
   235	    {
   236	      "type": "Feature",
   237	      "geometry": {
   238	        "type": "Point",
   239	        "coordinates": [
   240	          31.2576,
   241	          30.0334
   242	        ]
   243	      },
   244	      "properties": {
   245	        "site_id": "EG-CAI-002",
   246	        "feature_kind": "marker_gateway",
   247	        "name_en": "Al-Rifai Mosque",
   248	        "name_ar": "مسجد الرفاعي"
   249	      }
   250	    },
   251	    {
   252	      "type": "Feature",
   253	      "geometry": {
   254	        "type": "Point",
   255	        "coordinates": [
   256	          31.258,
   257	          30.033
   258	        ]
   259	      },
   260	      "properties": {
   261	        "site_id": "EG-CAI-002",
   262	        "feature_kind": "marker_mihrab",
   263	        "name_en": "Al-Rifai Mosque",
   264	        "name_ar": "مسجد الرفاعي"
   265	      }
   266	    },
   267	    {
   268	      "type": "Feature",
   269	      "geometry": {
   270	        "type": "MultiPolygon",
   271	        "coordinates": [
   272	          [
   273	            [
   274	              [
   275	                31.2491,
   276	                30.0281
   277	              ],
   278	              [
   279	                31.2503,
   280	                30.0281
   281	              ],
   282	              [
   283	                31.2503,
   284	                30.0293
   285	              ],
   286	              [
   287	                31.2491,
   288	                30.0293
   289	              ],
   290	              [
   291	                31.2491,
   292	                30.0281
   293	              ]
   294	            ]
   295	          ],
   296	          [
   297	            [
   298	              [
   299	                31.25075,
   300	                30.02919
   301	              ],
   302	              [
   303	                31.25145,
   304	                30.02919
   305	              ],
   306	              [
   307	                31.25145,
   308	                30.02989
   309	              ],
   310	              [
   311	                31.25075,
   312	                30.02989
   313	              ],
   314	              [
   315	                31.25075,
   316	                30.02919
   317	              ]
   318	            ]
   319	          ]
   320	        ]
   321	      },
   322	      "properties": {
   323	        "site_id": "EG-CAI-003",
   324	        "feature_kind": "enclosure",
   325	        "name_en": "Ibn Tulun Mosque",
   326	        "name_ar": "مسجد ابن طولون"
   327	      }
   328	    },
   329	    {
   330	      "type": "Feature",
   331	      "geometry": {
   332	        "type": "LineString",
   333	        "coordinates": [
   334	          [
   335	            31.2487,
   336	            30.0286
   337	          ],
   338	          [
   339	            31.2497,
   340	            30.0287
   341	          ],
   342	          [
   343	            31.2507,
   344	            30.0288
   345	          ]
   346	        ]
   347	      },
   348	      "properties": {
   349	        "site_id": "EG-CAI-003",
   350	        "feature_kind": "axial_line_1",
   351	        "name_en": "Ibn Tulun Mosque",
   352	        "name_ar": "مسجد ابن طولون"
   353	      }
   354	    },
   355	    {
   356	      "type": "Feature",
   357	      "geometry": {
   358	        "type": "LineString",
   359	        "coordinates": [
   360	          [
   361	            31.2498,
   362	            30.0277
   363	          ],
   364	          [
   365	            31.2497,
   366	            30.0287
   367	          ],
   368	          [
   369	            31.2496,
   370	            30.0297
   371	          ]
   372	        ]
   373	      },
   374	      "properties": {
   375	        "site_id": "EG-CAI-003",
   376	        "feature_kind": "axial_line_2",
   377	        "name_en": "Ibn Tulun Mosque",
   378	        "name_ar": "مسجد ابن طولون"
   379	      }
   380	    },
   381	    {
   382	      "type": "Feature",
   383	      "geometry": {
   384	        "type": "Point",
   385	        "coordinates": [
   386	          31.2497,
   387	          30.0291
   388	        ]
   389	      },
   390	      "properties": {
   391	        "site_id": "EG-CAI-003",
   392	        "feature_kind": "marker_gateway",
   393	        "name_en": "Ibn Tulun Mosque",
   394	        "name_ar": "مسجد ابن طولون"
   395	      }
   396	    },
   397	    {
   398	      "type": "Feature",
   399	      "geometry": {
   400	        "type": "Point",
   401	        "coordinates": [
   402	          31.2501,
   403	          30.0287
   404	        ]
   405	      },
   406	      "properties": {
   407	        "site_id": "EG-CAI-003",
   408	        "feature_kind": "marker_mihrab",
   409	        "name_en": "Ibn Tulun Mosque",
   410	        "name_ar": "مسجد ابن طولون"
   411	      }
   412	    },
   413	    {
   414	      "type": "Feature",
   415	      "geometry": {
   416	        "type": "Point",
   417	        "coordinates": [
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   419	          30.0283
   420	        ]
   421	      },
   422	      "properties": {
   423	        "site_id": "EG-CAI-003",
   424	        "feature_kind": "marker_minaret",
   425	        "name_en": "Ibn Tulun Mosque",
   426	        "name_ar": "مسجد ابن طولون"
   427	      }
   428	    },
   429	    {
   430	      "type": "Feature",
   431	      "geometry": {
   432	        "type": "Polygon",
   433	        "coordinates": [
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   437	              30.0453
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   454	            ]
   455	          ]
   456	        ]
   457	      },
   458	      "properties": {
   459	        "site_id": "EG-CAI-004",
   460	        "feature_kind": "enclosure",
   461	        "name_en": "Al-Azhar Mosque",
   462	        "name_ar": "الجامع الأزهر"
   463	      }
   464	    },
   465	    {
   466	      "type": "Feature",
   467	      "geometry": {
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   480	            30.046
   481	          ]
   482	        ]
   483	      },
   484	      "properties": {
   485	        "site_id": "EG-CAI-004",
   486	        "feature_kind": "axial_line_1",
   487	        "name_en": "Al-Azhar Mosque",
   488	        "name_ar": "الجامع الأزهر"
   489	      }
   490	    },
   491	    {
   492	      "type": "Feature",
   493	      "geometry": {
   494	        "type": "LineString",
   495	        "coordinates": [
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   498	            30.0449
   499	          ],
   500	          [
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   502	            30.0459
   503	          ],
   504	          [
   505	            31.2623,
   506	            30.0469
   507	          ]
   508	        ]
   509	      },
   510	      "properties": {
   511	        "site_id": "EG-CAI-004",
   512	        "feature_kind": "axial_line_2",
   513	        "name_en": "Al-Azhar Mosque",
   514	        "name_ar": "الجامع الأزهر"
   515	      }
   516	    },
   517	    {
   518	      "type": "Feature",
   519	      "geometry": {
   520	        "type": "Point",
   521	        "coordinates": [
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   523	          30.0463
   524	        ]
   525	      },
   526	      "properties": {
   527	        "site_id": "EG-CAI-004",
   528	        "feature_kind": "marker_gateway",
   529	        "name_en": "Al-Azhar Mosque",
   530	        "name_ar": "الجامع الأزهر"
   531	      }
   532	    },
   533	    {
   534	      "type": "Feature",
   535	      "geometry": {
   536	        "type": "Point",
   537	        "coordinates": [
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   539	          30.0459
   540	        ]
   541	      },
   542	      "properties": {
   543	        "site_id": "EG-CAI-004",
   544	        "feature_kind": "marker_mihrab",
   545	        "name_en": "Al-Azhar Mosque",
   546	        "name_ar": "الجامع الأزهر"
   547	      }
   548	    },
   549	    {
   550	      "type": "Feature",
   551	      "geometry": {
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   556	        ]
   557	      },
   558	      "properties": {
   559	        "site_id": "EG-CAI-004",
   560	        "feature_kind": "marker_minaret",
   561	        "name_en": "Al-Azhar Mosque",
   562	        "name_ar": "الجامع الأزهر"
   563	      }
   564	    },
   565	    {
   566	      "type": "Feature",
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   594	      "properties": {
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   596	        "feature_kind": "enclosure",
   597	        "name_en": "Al-Hussein Mosque",
   598	        "name_ar": "مسجد الحسين"
   599	      }
   600	    },
   601	    {
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   623	        "name_en": "Al-Hussein Mosque",
   624	        "name_ar": "مسجد الحسين"
   625	      }
   626	    },
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   635	      },
   636	      "properties": {
   637	        "site_id": "EG-CAI-005",
   638	        "feature_kind": "marker_gateway",
   639	        "name_en": "Al-Hussein Mosque",
   640	        "name_ar": "مسجد الحسين"
   641	      }
   642	    },
   643	    {
   644	      "type": "Feature",
   645	      "geometry": {
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   652	      "properties": {
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   654	        "feature_kind": "marker_mihrab",
   655	        "name_en": "Al-Hussein Mosque",
   656	        "name_ar": "مسجد الحسين"
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   713	      },
   714	      "properties": {
   715	        "site_id": "EG-CAI-006",
   716	        "feature_kind": "enclosure",
   717	        "name_en": "Bayt Al-Suhaymi",
   718	        "name_ar": "بيت السحيمي"
   719	      }
   720	    },
   721	    {
   722	      "type": "Feature",
   723	      "geometry": {
   724	        "type": "LineString",
   725	        "coordinates": [
   726	          [
   727	            31.261,
   728	            30.0529
   729	          ],
   730	          [
   731	            31.262,
   732	            30.053
   733	          ],
   734	          [
   735	            31.263,
   736	            30.0531
   737	          ]
   738	        ]
   739	      },
   740	      "properties": {
   741	        "site_id": "EG-CAI-006",
   742	        "feature_kind": "axial_line_1",
   743	        "name_en": "Bayt Al-Suhaymi",
   744	        "name_ar": "بيت السحيمي"
   745	      }
   746	    },
   747	    {
   748	      "type": "Feature",
   749	      "geometry": {
   750	        "type": "Point",
   751	        "coordinates": [
   752	          31.262,
   753	          30.0534
   754	        ]
   755	      },
   756	      "properties": {
   757	        "site_id": "EG-CAI-006",
   758	        "feature_kind": "marker_gateway",
   759	        "name_en": "Bayt Al-Suhaymi",
   760	        "name_ar": "بيت السحيمي"
   761	      }
   762	    },
   763	    {
   764	      "type": "Feature",
   765	      "geometry": {
   766	        "type": "Point",
   767	        "coordinates": [
   768	          31.2624,
   769	          30.053
   770	        ]
   771	      },
   772	      "properties": {
   773	        "site_id": "EG-CAI-006",
   774	        "feature_kind": "marker_mihrab",
   775	        "name_en": "Bayt Al-Suhaymi",
   776	        "name_ar": "بيت السحيمي"
   777	      }
   778	    },
   779	    {
   780	      "type": "Feature",
   781	      "geometry": {
   782	        "type": "Point",
   783	        "coordinates": [
   784	          31.262,
   785	          30.0526
   786	        ]
   787	      },
   788	      "properties": {
   789	        "site_id": "EG-CAI-006",
   790	        "feature_kind": "marker_minaret",
   791	        "name_en": "Bayt Al-Suhaymi",
   792	        "name_ar": "بيت السحيمي"
   793	      }
   794	    },
   795	    {
   796	      "type": "Feature",
   797	      "geometry": {
   798	        "type": "Polygon",
   799	        "coordinates": [
   800	          [
   801	            [
   802	              31.2574,
   803	              30.0426
   804	            ],
   805	            [
   806	              31.2586,
   807	              30.0426
   808	            ],
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   810	              31.2586,
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   812	            ],
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   814	              31.2574,
   815	              30.0438
   816	            ],
   817	            [
   818	              31.2574,
   819	              30.0426
   820	            ]
   821	          ]
   822	        ]
   823	      },
   824	      "properties": {
   825	        "site_id": "EG-CAI-007",
   826	        "feature_kind": "enclosure",
   827	        "name_en": "Bab Zuwayla",
   828	        "name_ar": "باب زويلة"
   829	      }
   830	    },
   831	    {
   832	      "type": "Feature",
   833	      "geometry": {
   834	        "type": "LineString",
   835	        "coordinates": [
   836	          [
   837	            31.257,
   838	            30.0431
   839	          ],
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   841	            31.258,
   842	            30.0432
   843	          ],
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   846	            30.0433
   847	          ]
   848	        ]
   849	      },
   850	      "properties": {
   851	        "site_id": "EG-CAI-007",
   852	        "feature_kind": "axial_line_1",
   853	        "name_en": "Bab Zuwayla",
   854	        "name_ar": "باب زويلة"
   855	      }
   856	    },
   857	    {
   858	      "type": "Feature",
   859	      "geometry": {
   860	        "type": "LineString",
   861	        "coordinates": [
   862	          [
   863	            31.2581,
   864	            30.0422
   865	          ],
   866	          [
   867	            31.258,
   868	            30.0432
   869	          ],
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   871	            31.2579,
   872	            30.0442
   873	          ]
   874	        ]
   875	      },
   876	      "properties": {
   877	        "site_id": "EG-CAI-007",
   878	        "feature_kind": "axial_line_2",
   879	        "name_en": "Bab Zuwayla",
   880	        "name_ar": "باب زويلة"
   881	      }
   882	    },
   883	    {
   884	      "type": "Feature",
   885	      "geometry": {
   886	        "type": "Point",
   887	        "coordinates": [
   888	          31.258,
   889	          30.0436
   890	        ]
   891	      },
   892	      "properties": {
   893	        "site_id": "EG-CAI-007",
   894	        "feature_kind": "marker_gateway",
   895	        "name_en": "Bab Zuwayla",
   896	        "name_ar": "باب زويلة"
   897	      }
   898	    },
   899	    {
   900	      "type": "Feature",
   901	      "geometry": {
   902	        "type": "Point",
   903	        "coordinates": [
   904	          31.2584,
   905	          30.0432
   906	        ]
   907	      },
   908	      "properties": {
   909	        "site_id": "EG-CAI-007",
   910	        "feature_kind": "marker_mihrab",
   911	        "name_en": "Bab Zuwayla",
   912	        "name_ar": "باب زويلة"
   913	      }
   914	    },
   915	    {
   916	      "type": "Feature",
   917	      "geometry": {
   918	        "type": "MultiPolygon",
   919	        "coordinates": [
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   923	                31.2609,
   924	                30.0467
   925	              ],
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   928	                30.0467
   929	              ],
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   931	                31.2621,
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   936	                30.0479
   937	              ],
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   940	                30.0467
   941	              ]
   942	            ]
   943	          ],
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   949	              ],
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   955	                31.26325,
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   957	              ],
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   959	                31.26255,
   960	                30.04849
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   963	                31.26255,
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   965	              ]
   966	            ]
   967	          ]
   968	        ]
   969	      },
   970	      "properties": {
   971	        "site_id": "EG-CAI-008",
   972	        "feature_kind": "enclosure",
   973	        "name_en": "Khan el-Khalili",
   974	        "name_ar": "خان الخليلي"
   975	      }
   976	    },
   977	    {
   978	      "type": "Feature",
   979	      "geometry": {
   980	        "type": "LineString",
   981	        "coordinates": [
   982	          [
   983	            31.2605,
   984	            30.0472
   985	          ],
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   987	            31.2615,
   988	            30.0473
   989	          ],
   990	          [
   991	            31.2625,
   992	            30.0474
   993	          ]
   994	        ]
   995	      },
   996	      "properties": {
   997	        "site_id": "EG-CAI-008",
   998	        "feature_kind": "axial_line_1",
   999	        "name_en": "Khan el-Khalili",
  1000	        "name_ar": "خان الخليلي"
  1001	      }
  1002	    },
  1003	    {
  1004	      "type": "Feature",
  1005	      "geometry": {
  1006	        "type": "LineString",
  1007	        "coordinates": [
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  1009	            31.2616,
  1010	            30.0463
  1011	          ],
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  1013	            31.2615,
  1014	            30.0473
  1015	          ],
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  1018	            30.0483
  1019	          ]
  1020	        ]
  1021	      },
  1022	      "properties": {
  1023	        "site_id": "EG-CAI-008",
  1024	        "feature_kind": "axial_line_2",
  1025	        "name_en": "Khan el-Khalili",
  1026	        "name_ar": "خان الخليلي"
  1027	      }
  1028	    },
  1029	    {
  1030	      "type": "Feature",
  1031	      "geometry": {
  1032	        "type": "Point",
  1033	        "coordinates": [
  1034	          31.2615,
  1035	          30.0477
  1036	        ]
  1037	      },
  1038	      "properties": {
  1039	        "site_id": "EG-CAI-008",
  1040	        "feature_kind": "marker_gateway",
  1041	        "name_en": "Khan el-Khalili",
  1042	        "name_ar": "خان الخليلي"
  1043	      }
  1044	    },
  1045	    {
  1046	      "type": "Feature",
  1047	      "geometry": {
  1048	        "type": "Point",
  1049	        "coordinates": [
  1050	          31.2619,
  1051	          30.0473
  1052	        ]
  1053	      },
  1054	      "properties": {
  1055	        "site_id": "EG-CAI-008",
  1056	        "feature_kind": "marker_mihrab",
  1057	        "name_en": "Khan el-Khalili",
  1058	        "name_ar": "خان الخليلي"
  1059	      }
  1060	    },
  1061	    {
  1062	      "type": "Feature",
  1063	      "geometry": {
  1064	        "type": "Point",
  1065	        "coordinates": [
  1066	          31.2615,
  1067	          30.0469
  1068	        ]
  1069	      },
  1070	      "properties": {
  1071	        "site_id": "EG-CAI-008",
  1072	        "feature_kind": "marker_minaret",
  1073	        "name_en": "Khan el-Khalili",
  1074	        "name_ar": "خان الخليلي"
  1075	      }
  1076	    },
  1077	    {
  1078	      "type": "Feature",
  1079	      "geometry": {
  1080	        "type": "Polygon",
  1081	        "coordinates": [
  1082	          [
  1083	            [
  1084	              31.2599,
  1085	              30.0504
  1086	            ],
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  1088	              31.2611,
  1089	              30.0504
  1090	            ],
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  1092	              31.2611,
  1093	              30.0516
  1094	            ],
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  1096	              31.2599,
  1097	              30.0516
  1098	            ],
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  1100	              31.2599,
  1101	              30.0504
  1102	            ]
  1103	          ]
  1104	        ]
  1105	      },
  1106	      "properties": {
  1107	        "site_id": "EG-CAI-009",
  1108	        "feature_kind": "enclosure",
  1109	        "name_en": "Sabil-Kuttab of Katkhuda",
  1110	        "name_ar": "سبيل وكتاب عبد الرحمن كتخدا"
  1111	      }
  1112	    },
  1113	    {
  1114	      "type": "Feature",
  1115	      "geometry": {
  1116	        "type": "LineString",
  1117	        "coordinates": [
  1118	          [
  1119	            31.2595,
  1120	            30.0509
  1121	          ],
  1122	          [
  1123	            31.2605,
  1124	            30.051
  1125	          ],
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  1127	            31.2615,
  1128	            30.0511
  1129	          ]
  1130	        ]
  1131	      },
  1132	      "properties": {
  1133	        "site_id": "EG-CAI-009",
  1134	        "feature_kind": "axial_line_1",
  1135	        "name_en": "Sabil-Kuttab of Katkhuda",
  1136	        "name_ar": "سبيل وكتاب عبد الرحمن كتخدا"
  1137	      }
  1138	    },
  1139	    {
  1140	      "type": "Feature",
  1141	      "geometry": {
  1142	        "type": "Point",
  1143	        "coordinates": [
  1144	          31.2605,
  1145	          30.0514
  1146	        ]
  1147	      },
  1148	      "properties": {
  1149	        "site_id": "EG-CAI-009",
  1150	        "feature_kind": "marker_gateway",
  1151	        "name_en": "Sabil-Kuttab of Katkhuda",
  1152	        "name_ar": "سبيل وكتاب عبد الرحمن كتخدا"
  1153	      }
  1154	    },
  1155	    {
  1156	      "type": "Feature",
  1157	      "geometry": {
  1158	        "type": "Point",
  1159	        "coordinates": [
  1160	          31.2609,
  1161	          30.051
  1162	        ]
  1163	      },
  1164	      "properties": {
  1165	        "site_id": "EG-CAI-009",
  1166	        "feature_kind": "marker_mihrab",
  1167	        "name_en": "Sabil-Kuttab of Katkhuda",
  1168	        "name_ar": "سبيل وكتاب عبد الرحمن كتخدا"
  1169	      }
  1170	    },
  1171	    {
  1172	      "type": "Feature",
  1173	      "geometry": {
  1174	        "type": "MultiPolygon",
  1175	        "coordinates": [
  1176	          [
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  1179	                31.2624,
  1180	                30.0549
  1181	              ],
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  1183	                31.2636,
  1184	                30.0549
  1185	              ],
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  1187	                31.2636,
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  1191	                31.2624,
  1192	                30.0561
  1193	              ],
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  1195	                31.2624,
  1196	                30.0549
  1197	              ]
  1198	            ]
  1199	          ],
  1200	          [
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  1203	                31.26405,
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  1205	              ],
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  1208	                30.05599
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  1211	                31.26475,
  1212	                30.05669
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  1215	                31.26405,
  1216	                30.05669
  1217	              ],
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  1219	                31.26405,
  1220	                30.05599
  1221	              ]
  1222	            ]
  1223	          ]
  1224	        ]
  1225	      },
  1226	      "properties": {
  1227	        "site_id": "EG-CAI-010",
  1228	        "feature_kind": "enclosure",
  1229	        "name_en": "Mosque of Al-Hakim",
  1230	        "name_ar": "مسجد الحاكم بأمر الله"
  1231	      }
  1232	    },
  1233	    {
  1234	      "type": "Feature",
  1235	      "geometry": {
  1236	        "type": "LineString",
  1237	        "coordinates": [
  1238	          [
  1239	            31.262,
  1240	            30.0554
  1241	          ],
  1242	          [
  1243	            31.263,
  1244	            30.0555
  1245	          ],
  1246	          [
  1247	            31.264,
  1248	            30.0556
  1249	          ]
  1250	        ]
  1251	      },
  1252	      "properties": {
  1253	        "site_id": "EG-CAI-010",
  1254	        "feature_kind": "axial_line_1",
  1255	        "name_en": "Mosque of Al-Hakim",
  1256	        "name_ar": "مسجد الحاكم بأمر الله"
  1257	      }
  1258	    },
  1259	    {
  1260	      "type": "Feature",
  1261	      "geometry": {
  1262	        "type": "Point",
  1263	        "coordinates": [
  1264	          31.263,
  1265	          30.0559
  1266	        ]
  1267	      },
  1268	      "properties": {
  1269	        "site_id": "EG-CAI-010",
  1270	        "feature_kind": "marker_gateway",
  1271	        "name_en": "Mosque of Al-Hakim",
  1272	        "name_ar": "مسجد الحاكم بأمر الله"
  1273	      }
  1274	    },
  1275	    {
  1276	      "type": "Feature",
  1277	      "geometry": {
  1278	        "type": "Point",
  1279	        "coordinates": [
  1280	          31.2634,
  1281	          30.0555
  1282	        ]
  1283	      },
  1284	      "properties": {
  1285	        "site_id": "EG-CAI-010",
  1286	        "feature_kind": "marker_mihrab",
  1287	        "name_en": "Mosque of Al-Hakim",
  1288	        "name_ar": "مسجد الحاكم بأمر الله"
  1289	      }
  1290	    }
  1291	  ]
  1292	}
0:35
Let me analyze the data:

1. It's a GeoJSON with features of mixed geometry types (Point, LineString, Polygon, MultiPolygon)
2. Features have `site_id` linking them together
3. I need to create a GPKG with 3 layers: `points`, `lines`, `polygons`
4. Every feature must be single-part (so MultiPolygon → individual Polygons)
5. Use Egypt's national grid coordinate system

Egypt's national grid - what CRS is that? The standard Egyptian national grid is **EPSG:22992** (Egypt Red Belt) or **EPSG:22993** (Egypt Purple Belt). But actually, the most common modern one for Egypt is **EPSG:32635** (UTM zone 35N) or the older **Egyptian national grid EPSG:22992** (often called "Egypt Red Belt").

Actually, let me think more carefully. "Egypt's national grid" could refer to:
- EPSG:22992 - Egypt Red Belt (used for much of the country)
- EPSG:22993 - Egypt Purple Belt
- EPSG:22994 - Egypt Extended Purple Belt
- The newer EPSG:7275 - Red Belt / TM

The most commonly used "Egyptian National Grid" is the **Red Belt**, EPSG:22992. But let me check - the data is around Cairo (longitude ~31.25°E). The Red Belt covers longitudes 30°E to 36°E (zone 5 of the Egyptian system). Let me look up the details.

Actually, I think I should confirm which EPSG code to use. Egypt's national grid traditionally uses the "Egypt Red Belt" which is EPSG:22992 (or its newer version). The coordinates in the data are around 31.25°E, which falls in the Red Belt zone.

Let me just use EPSG:22992 for the Egypt Red Belt, which is the standard Egyptian national grid.

Let me write a Python script using geopandas to:
1. Read the GeoJSON
2. Separate features by geometry type (Point, LineString, Polygon)
3. Explode Multi-geometries into single parts
4. Reproject to Egypt's national grid (EPSG:22992)
5. Write each to a layer in the GPKG

Let me write the script.
0:35
0:35
Bash python3 -c "import pyproj; pyproj.datadir.get_data_dir(); print('ok')" 2>&1
ok
0:35
Bash python3 -c "
python3 -c "
import pyproj
# List common Egypt CRS codes
codes = ['EPSG:22992','EPSG:22993','EPSG:22994','EPSG:32635','EPSG:32636']
for c in codes:
    try:
        crs = pyproj.CRS.from_user_input(c)
        print(f'{c}: {crs.name} - {crs.area_of_use}')
    except:
        print(f'{c}: not found')
" 2>&1
EPSG:22992: Egypt 1907 / Red Belt - - name: Egypt - onshore between 29°E and 33°E, offshore Mediterranean east of 29°E and offshore Gulf of Suez.
- bounds: (29.0, 21.99, 34.27, 33.82)
EPSG:22993: Egypt 1907 / Purple Belt - - name: Egypt - onshore west of 29°E and north of approximately 28°11'N.
- bounds: (24.7, 28.18, 29.0, 31.68)
EPSG:22994: Egypt 1907 / Extended Purple Belt - - name: Egypt - west of 29°E; south of approximately 28°11'N.
- bounds: (24.99, 21.99, 29.01, 28.19)
EPSG:32635: WGS 84 / UTM zone 35N - - name: Between 24°E and 30°E, northern hemisphere between equator and 84°N, onshore and offshore. Belarus. Bulgaria. Central African Republic. Democratic Republic of the Congo (Zaire). Egypt. Estonia. Finland. Greece. Latvia. Lesotho. Libya. Lithuania. Moldova. Norway. Poland. Romania. Russian Federation. Sudan. Svalbard. Türkiye (Turkey). Uganda. Ukraine.
- bounds: (24.0, 0.0, 30.0, 84.0)
EPSG:32636: WGS 84 / UTM zone 36N - - name: Between 30°E and 36°E, northern hemisphere between equator and 84°N, onshore and offshore. Belarus. Cyprus. Egypt. Ethiopia. Finland. Israel. Jordan. Kenya. Lebanon. Moldova. Norway. Russian Federation. Saudi Arabia. Sudan. Syria. Türkiye (Turkey). Uganda. Ukraine.
- bounds: (30.0, 0.0, 36.0, 84.0)
0:46
The data is around Cairo (longitude ~31.25°E), which falls in UTM zone 36N (30°E to 36°E). The "Egypt 1907 / Red Belt" (EPSG:22992) covers 29°E to 33°E which also includes Cairo. 

"Egypt's national grid" most commonly refers to the Egypt 1907 / Red Belt (EPSG:22992) for the Cairo area. But there's also "Egypt 1907 / Purple Belt" etc. However, when people say "Egypt's national grid" they often mean the Egypt 1907 system. Since Cairo is between 29°E and 33°E, EPSG:22992 (Red Belt) is the appropriate one.

But let me think more - sometimes people refer to "Egyptian Red Belt" as the national grid. Let me use EPSG:22992.

Now let me write the Python script.
0:46
Write /work/solve.py
content · 95 lines · py
import geopandas as gpd
from shapely.geometry import Point, LineString, Polygon, MultiPoint, MultiLineString, MultiPolygon
from shapely.ops import unary_union
import json

# Load the GeoJSON
src = gpd.read_file("/work/heritage_sites.geojson")
print(f"Loaded {len(src)} features")

# Egypt's national grid: Egypt 1907 / Red Belt (EPSG:22992)
# Covers 29°E to 33°E, which includes Cairo (~31.25°E)
TARGET_CRS = "EPSG:22992"

# We'll group features by geometry type
points = []
lines = []
polygons = []

for idx, row in src.iterrows():
    geom = row.geometry
    props = row.drop("geometry").to_dict()
    
    if geom is None:
        continue
    
    geom_type = geom.geom_type
    
    if geom_type == "Point":
        points.append({"geometry": geom, **props})
    elif geom_type == "LineString":
        lines.append({"geometry": geom, **props})
    elif geom_type == "Polygon":
        polygons.append({"geometry": geom, **props})
    elif geom_type == "MultiPoint":
        for part in geom.geoms:
            points.append({"geometry": part, **props})
    elif geom_type == "MultiLineString":
        for part in geom.geoms:
            lines.append({"geometry": part, **props})
    elif geom_type == "MultiPolygon":
        for part in geom.geoms:
            polygons.append({"geometry": part, **props})
    else:
        print(f"Warning: Unhandled geometry type {geom_type} for feature {idx}")

print(f"Points: {len(points)}, Lines: {len(lines)}, Polygons: {len(polygons)}")

# Create GeoDataFrames
gdf_points = gpd.GeoDataFrame(points, crs="EPSG:4326") if points else gpd.GeoDataFrame()
gdf_lines = gpd.GeoDataFrame(lines, crs="EPSG:4326") if lines else gpd.GeoDataFrame()
gdf_polygons = gpd.GeoDataFrame(polygons, crs="EPSG:4326") if polygons else gpd.GeoDataFrame()

# Reproject to Egypt's national grid
if not gdf_points.empty:
    gdf_points = gdf_points.to_crs(TARGET_CRS)
if not gdf_lines.empty:
    gdf_lines = gdf_lines.to_crs(TARGET_CRS)
if not gdf_polygons.empty:
    gdf_polygons = gdf_polygons.to_crs(TARGET_CRS)

# Write to GPKG with three layers
output_path = "/work/heritage.gpkg"

# Remove existing if any
import os
if os.path.exists(output_path):
    os.remove(output_path)

if not gdf_points.empty:
    gdf_points.to_file(output_path, layer="points", driver="GPKG")
    print(f"Wrote {len(gdf_points)} features to layer 'points'")

if not gdf_lines.empty:
    gdf_lines.to_file(output_path, layer="lines", driver="GPKG")
    print(f"Wrote {len(gdf_lines)} features to layer 'lines'")

if not gdf_polygons.empty:
    gdf_polygons.to_file(output_path, layer="polygons", driver="GPKG")
    print(f"Wrote {len(gdf_polygons)} features to layer 'polygons'")

# Verify
print("\n--- Verification ---")
for layer in ["points", "lines", "polygons"]:
    try:
        gdf = gpd.read_file(output_path, layer=layer)
        print(f"Layer '{layer}': {len(gdf)} features, CRS={gdf.crs}")
        print(f"  Columns: {list(gdf.columns)}")
        print(f"  site_id values: {gdf['site_id'].tolist()}")
        # Check all geometries are single-part
        types = gdf.geometry.geom_type.unique()
        print(f"  Geometry types: {types.tolist()}")
    except Exception as e:
        print(f"Layer '{layer}': {e}")

print("\nDone!")
Wrote /work/solve.py (3244 chars).
1:09
Let me run the script.
1:09
Bash cd /work && python solve.py
Loaded 50 features
Points: 25, Lines: 15, Polygons: 15
Wrote 25 features to layer 'points'
Wrote 15 features to layer 'lines'
Wrote 15 features to layer 'polygons'

--- Verification ---
Layer 'points': 25 features, CRS=EPSG:22992
  Columns: ['site_id', 'feature_kind', 'name_en', 'name_ar', 'geometry']
  site_id values: ['EG-CAI-001', 'EG-CAI-001', 'EG-CAI-001', 'EG-CAI-002', 'EG-CAI-002', 'EG-CAI-003', 'EG-CAI-003', 'EG-CAI-003', 'EG-CAI-004', 'EG-CAI-004', 'EG-CAI-004', 'EG-CAI-005', 'EG-CAI-005', 'EG-CAI-006', 'EG-CAI-006', 'EG-CAI-006', 'EG-CAI-007', 'EG-CAI-007', 'EG-CAI-008', 'EG-CAI-008', 'EG-CAI-008', 'EG-CAI-009', 'EG-CAI-009', 'EG-CAI-010', 'EG-CAI-010']
  Geometry types: ['Point']
Layer 'lines': 15 features, CRS=EPSG:22992
  Columns: ['site_id', 'feature_kind', 'name_en', 'name_ar', 'geometry']
  site_id values: ['EG-CAI-001', 'EG-CAI-001', 'EG-CAI-002', 'EG-CAI-003', 'EG-CAI-003', 'EG-CAI-004', 'EG-CAI-004', 'EG-CAI-005', 'EG-CAI-006', 'EG-CAI-007', 'EG-CAI-007', 'EG-CAI-008', 'EG-CAI-008', 'EG-CAI-009', 'EG-CAI-010']
  Geometry types: ['LineString']
Layer 'polygons': 15 features, CRS=EPSG:22992
  Columns: ['site_id', 'feature_kind', 'name_en', 'name_ar', 'geometry']
  site_id values: ['EG-CAI-001', 'EG-CAI-002', 'EG-CAI-002', 'EG-CAI-003', 'EG-CAI-003', 'EG-CAI-004', 'EG-CAI-005', 'EG-CAI-006', 'EG-CAI-006', 'EG-CAI-007', 'EG-CAI-008', 'EG-CAI-008', 'EG-CAI-009', 'EG-CAI-010', 'EG-CAI-010']
  Geometry types: ['Polygon']

Done!
1:20
Let me check the polygon count more carefully. The source has:

- EG-CAI-001: 1 Polygon (enclosure) - became 1 polygon feature
- EG-CAI-002: 1 MultiPolygon (enclosure, 2 parts) - exploded into 2 polygon features
- EG-CAI-003: 1 MultiPolygon (enclosure, 2 parts) - exploded into 2 polygon features
- EG-CAI-004: 1 Polygon (enclosure) - became 1 polygon feature
- EG-CAI-005: 1 Polygon (enclosure) - became 1 polygon feature
- EG-CAI-006: 1 MultiPolygon (enclosure, 2 parts) - exploded into 2 polygon features
- EG-CAI-007: 1 Polygon (enclosure) - became 1 polygon feature
- EG-CAI-008: 1 MultiPolygon (enclosure, 2 parts) - exploded into 2 polygon features
- EG-CAI-009: 1 Polygon (enclosure) - became 1 polygon feature
- EG-CAI-010: 1 MultiPolygon (enclosure, 2 parts) - exploded into 2 polygon features

That's 1+2+2+1+1+2+1+2+1+2 = 15 polygon features. Check!

Lines: EG-CAI-001 has 2 lines, EG-CAI-002 has 1, EG-CAI-003 has 2, EG-CAI-004 has 2, EG-CAI-005 has 1, EG-CAI-006 has 1, EG-CAI-007 has 2, EG-CAI-008 has 2, EG-CAI-009 has 1, EG-CAI-010 has 1. Total = 2+1+2+2+1+1+2+2+1+1 = 15. Check!

Points: EG-CAI-001 has 3, EG-CAI-002 has 2, EG-CAI-003 has 3, EG-CAI-004 has 3, EG-CAI-005 has 2, EG-CAI-006 has 3, EG-CAI-007 has 2, EG-CAI-008 has 3, EG-CAI-009 has 2, EG-CAI-010 has 2. Total = 3+2+3+3+2+3+2+3+2+2 = 25. Check!

Everything looks good. All features have site_id, all geometries are single-part (Point, LineString, Polygon), CRS is Egypt 1907 / Red Belt (EPSG:22992), and the three layers are named points, lines, polygons.
1:20