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b/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-null/is_null/status.dat new file mode 100644 index 0000000..3bfd71a Binary files /dev/null and b/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-null/is_null/status.dat differ diff --git a/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/bitmask.dat b/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/bitmask.dat new file mode 100644 index 0000000..90bf339 Binary files /dev/null and b/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/bitmask.dat differ diff --git a/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/config.json b/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/config.json new file mode 100644 index 0000000..52d4ef8 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/config.json @@ -0,0 +1 @@ +{"page_size_bytes":33554432,"block_size_bytes":128,"region_size_blocks":8192,"compression":"None"} \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/gaps.dat b/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/gaps.dat new file mode 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a/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/config.json b/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/config.json new file mode 100644 index 0000000..6b6e8c9 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/config.json @@ -0,0 +1 @@ +{"page_size_bytes":4194304,"block_size_bytes":16,"region_size_blocks":8192,"compression":"None"} \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/gaps.dat b/Assets/Qdrant/storage/collections/data-v2/0/segments/5f6e0288-d0c4-4c77-949f-1beff5b111e2/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/gaps.dat new file mode 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a/Assets/Qdrant/storage/collections/data-v2/0/segments/971f22d6-c1a4-4de2-be12-d9704517d4ad/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/config.json b/Assets/Qdrant/storage/collections/data-v2/0/segments/971f22d6-c1a4-4de2-be12-d9704517d4ad/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/config.json new file mode 100644 index 0000000..52d4ef8 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/0/segments/971f22d6-c1a4-4de2-be12-d9704517d4ad/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/config.json @@ -0,0 +1 @@ +{"page_size_bytes":33554432,"block_size_bytes":128,"region_size_blocks":8192,"compression":"None"} \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/0/segments/971f22d6-c1a4-4de2-be12-d9704517d4ad/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/gaps.dat b/Assets/Qdrant/storage/collections/data-v2/0/segments/971f22d6-c1a4-4de2-be12-d9704517d4ad/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/gaps.dat new file mode 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a/Assets/Qdrant/storage/collections/data-v2/0/segments/971f22d6-c1a4-4de2-be12-d9704517d4ad/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/config.json b/Assets/Qdrant/storage/collections/data-v2/0/segments/971f22d6-c1a4-4de2-be12-d9704517d4ad/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/config.json new file mode 100644 index 0000000..6b6e8c9 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/0/segments/971f22d6-c1a4-4de2-be12-d9704517d4ad/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/config.json @@ -0,0 +1 @@ +{"page_size_bytes":4194304,"block_size_bytes":16,"region_size_blocks":8192,"compression":"None"} \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/0/segments/971f22d6-c1a4-4de2-be12-d9704517d4ad/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/gaps.dat b/Assets/Qdrant/storage/collections/data-v2/0/segments/971f22d6-c1a4-4de2-be12-d9704517d4ad/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/gaps.dat new file mode 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a/Assets/Qdrant/storage/collections/data-v2/0/segments/cb43b3e0-ec3f-4c4f-92a3-ff8ebd323e3e/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/config.json b/Assets/Qdrant/storage/collections/data-v2/0/segments/cb43b3e0-ec3f-4c4f-92a3-ff8ebd323e3e/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/config.json new file mode 100644 index 0000000..52d4ef8 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/0/segments/cb43b3e0-ec3f-4c4f-92a3-ff8ebd323e3e/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/config.json @@ -0,0 +1 @@ +{"page_size_bytes":33554432,"block_size_bytes":128,"region_size_blocks":8192,"compression":"None"} \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/0/segments/cb43b3e0-ec3f-4c4f-92a3-ff8ebd323e3e/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/gaps.dat b/Assets/Qdrant/storage/collections/data-v2/0/segments/cb43b3e0-ec3f-4c4f-92a3-ff8ebd323e3e/payload_index/2g8ueu9fnn6jmfguivt0osog-summry-text/gaps.dat new file mode 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a/Assets/Qdrant/storage/collections/data-v2/0/segments/cb43b3e0-ec3f-4c4f-92a3-ff8ebd323e3e/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/config.json b/Assets/Qdrant/storage/collections/data-v2/0/segments/cb43b3e0-ec3f-4c4f-92a3-ff8ebd323e3e/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/config.json new file mode 100644 index 0000000..6b6e8c9 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/0/segments/cb43b3e0-ec3f-4c4f-92a3-ff8ebd323e3e/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/config.json @@ -0,0 +1 @@ +{"page_size_bytes":4194304,"block_size_bytes":16,"region_size_blocks":8192,"compression":"None"} \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/0/segments/cb43b3e0-ec3f-4c4f-92a3-ff8ebd323e3e/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/gaps.dat b/Assets/Qdrant/storage/collections/data-v2/0/segments/cb43b3e0-ec3f-4c4f-92a3-ff8ebd323e3e/payload_index/3pqfm77gdihs7rkefi2l624g-document-map/gaps.dat new file mode 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b/Assets/Qdrant/storage/collections/data-v2/0/segments/e0b47a85-7961-484c-8a7f-8ecf7f4d0035/vector_storage/vectors/chunk_0.mmap new file mode 100644 index 0000000..9d8c89a Binary files /dev/null and b/Assets/Qdrant/storage/collections/data-v2/0/segments/e0b47a85-7961-484c-8a7f-8ecf7f4d0035/vector_storage/vectors/chunk_0.mmap differ diff --git a/Assets/Qdrant/storage/collections/data-v2/0/segments/e0b47a85-7961-484c-8a7f-8ecf7f4d0035/vector_storage/vectors/config.json b/Assets/Qdrant/storage/collections/data-v2/0/segments/e0b47a85-7961-484c-8a7f-8ecf7f4d0035/vector_storage/vectors/config.json new file mode 100644 index 0000000..9defe08 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/0/segments/e0b47a85-7961-484c-8a7f-8ecf7f4d0035/vector_storage/vectors/config.json @@ -0,0 +1 @@ +{"chunk_size_bytes":33552384,"chunk_size_vectors":5461,"dim":1536,"populate":false} \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/0/segments/e0b47a85-7961-484c-8a7f-8ecf7f4d0035/vector_storage/vectors/status.dat b/Assets/Qdrant/storage/collections/data-v2/0/segments/e0b47a85-7961-484c-8a7f-8ecf7f4d0035/vector_storage/vectors/status.dat new file mode 100644 index 0000000..7061ce1 Binary files /dev/null and b/Assets/Qdrant/storage/collections/data-v2/0/segments/e0b47a85-7961-484c-8a7f-8ecf7f4d0035/vector_storage/vectors/status.dat differ diff --git a/Assets/Qdrant/storage/collections/data-v2/0/segments/e0b47a85-7961-484c-8a7f-8ecf7f4d0035/version.info b/Assets/Qdrant/storage/collections/data-v2/0/segments/e0b47a85-7961-484c-8a7f-8ecf7f4d0035/version.info new file mode 100644 index 0000000..09a3acf --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/0/segments/e0b47a85-7961-484c-8a7f-8ecf7f4d0035/version.info @@ -0,0 +1 @@ +0.6.0 \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/0/shard_config.json b/Assets/Qdrant/storage/collections/data-v2/0/shard_config.json new file mode 100644 index 0000000..e14dc07 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/0/shard_config.json @@ -0,0 +1 @@ +{"type":"ReplicaSet"} \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/0/wal/.wal b/Assets/Qdrant/storage/collections/data-v2/0/wal/.wal new file mode 100644 index 0000000..e69de29 diff --git a/Assets/Qdrant/storage/collections/data-v2/0/wal/first-index b/Assets/Qdrant/storage/collections/data-v2/0/wal/first-index new file mode 100644 index 0000000..d4d9933 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/0/wal/first-index @@ -0,0 +1 @@ +{"ack_index":1079} \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/0/wal/open-1 b/Assets/Qdrant/storage/collections/data-v2/0/wal/open-1 new file mode 100644 index 0000000..9481215 Binary files /dev/null and b/Assets/Qdrant/storage/collections/data-v2/0/wal/open-1 differ diff --git a/Assets/Qdrant/storage/collections/data-v2/0/wal/open-2 b/Assets/Qdrant/storage/collections/data-v2/0/wal/open-2 new file mode 100644 index 0000000..b2d2339 Binary files /dev/null and b/Assets/Qdrant/storage/collections/data-v2/0/wal/open-2 differ diff --git a/Assets/Qdrant/storage/collections/data-v2/config.json b/Assets/Qdrant/storage/collections/data-v2/config.json new file mode 100644 index 0000000..1728f8f --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/config.json @@ -0,0 +1 @@ +{"params":{"vectors":{"":{"size":1536,"distance":"Cosine","hnsw_config":{"m":0,"ef_construct":256,"payload_m":24},"on_disk":true,"datatype":"float32"}},"shard_number":1,"replication_factor":1,"write_consistency_factor":1,"on_disk_payload":true,"sparse_vectors":{}},"hnsw_config":{"m":16,"ef_construct":100,"full_scan_threshold":10000,"max_indexing_threads":0,"on_disk":false},"optimizer_config":{"deleted_threshold":0.2,"vacuum_min_vector_number":1000,"default_segment_number":0,"max_segment_size":null,"memmap_threshold":null,"indexing_threshold":10000,"flush_interval_sec":5,"max_optimization_threads":null},"wal_config":{"wal_capacity_mb":32,"wal_segments_ahead":0,"wal_retain_closed":1},"quantization_config":null,"uuid":null} \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/payload_index.json b/Assets/Qdrant/storage/collections/data-v2/payload_index.json new file mode 100644 index 0000000..3e2e8c0 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/payload_index.json @@ -0,0 +1 @@ +{"schema":{"number":{"type":"integer","lookup":true,"range":true,"is_principal":null},"metadata":{"type":"text","tokenizer":"whitespace","lowercase":true,"phrase_matching":true},"keywords":{"type":"keyword"},"summry":{"type":"text","tokenizer":"whitespace","lowercase":true,"phrase_matching":true},"total":{"type":"integer","lookup":true,"range":true,"is_principal":null},"document-id":{"type":"keyword","is_tenant":true,"on_disk":false}}} \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/shard_key_mapping.json b/Assets/Qdrant/storage/collections/data-v2/shard_key_mapping.json new file mode 100644 index 0000000..0637a08 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/shard_key_mapping.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/Assets/Qdrant/storage/collections/data-v2/version.info b/Assets/Qdrant/storage/collections/data-v2/version.info new file mode 100644 index 0000000..f7abe27 --- /dev/null +++ b/Assets/Qdrant/storage/collections/data-v2/version.info @@ -0,0 +1 @@ +0.4.2 \ No newline at end of file diff --git a/v2/app/public/agent.txt b/v2/app/public/agent.txt deleted file mode 100644 index 27509a6..0000000 --- a/v2/app/public/agent.txt +++ /dev/null @@ -1,37 +0,0 @@ -每一個檔案為一段對話,請先整理出該段對話的主題後,將檔案裡的每一句文字留言整理為一個 json,如 -{ -"output":[ -{ -"summry": "對話主題", - "keywords": ["關鍵字"], -"number" : 1, -"total": M, -"user": "使用者名稱A" -"content": "留言內容", -} -...] -} -M 為留言總數,所有的留言都需納入。 -關鍵字可以是跟對話主題相關,從該段留言內容中提取,可以是事件、理論概念、抽象情緒、或慣用語。 - -對話主題與以下內容有連結: -1. In-betweenness​(中間​狀態)​ -年​輕世代​處於​「已​經​長大但​還沒​真正​獨立」​的​過渡​狀態。​經濟​上​依賴​(學貸、​租屋、​低薪),​社會​上​被​期待​成熟,​法律​上​是​成人,​但​實質​權力​和​資源​都​不​完整。​過渡期​也​是​尚​未​定型​的​狀態​——還沒​被​完全​馴化、​還​有​想​像​別種​可能​的​空間。​ -2. Identi​ty​(身份)​ -年​輕人​被​貼上​各​種​標籤:​學生、​新​鮮人、​草莓族、​躺平​世代。​這些​身份​是​被​社會、​媒體、​長輩​命名。​「你​還​年​輕」​可以​是​鼓勵,​也​可以​是​輕視。​即使​都​是​年​輕​世代,​經驗​也​很​不同​——​家境、​科系、​性別、​身心​狀態,​讓困境​不​完全​一樣。​ -3​. Power Structures​(權力​結構)​ -在​學校​有​老師​和​行政,​在​職場​有​主管​和​公司,​在​家​有​父母​期待。​年​輕人​總​在​別人​設定​的​規則​中​活動,​很​少​參與​「規則​是​怎麼來​的」。​到處​都​是​規則:​校規、​工作​規範、​租屋​條款。​這些​規則​是​誰定​的?​為​了​誰​的​利益?​權力​不平​等​無處​不​在​——​老師 vs ​學生、​主管​ vs ​員工、​房東​ vs ​房客。​年​輕人​通常​在​權力​結構​的​下端,​被​評價、​被​管理、​被​要求、​被​期待。​ -4​. Systems​(系統)​ -我​們​生活​在​各​種​系統​中​——​教育​系統、​就​業市場、​租屋​制度。​這些​系統​不​是​自然​形成​的,​而​是​被​設計​出來​的。​為​了​誰​的​利益?​很多​時候,​系統​的​邏輯​是​「效率」​「管理」​「秩序」,​而​不​是​使用者​的​需求。​ -5​. Space​(空間)​ -空間不​只​是​物理​位置,​更​是​權力​的​展現。​誰​的​空間大、​誰​的​空間​小?​誰能​改變​空間、​誰​只​能​適應?​從教室​座位、​辦公室​配置、​到租​屋格局​——​空間設計​反映​了​誰​重要、​誰不​重要。​年​輕人​通常​在​別人​設​計好​的​空間​裡​生活。​ -6​. Access​(空間​使用權)​ -公共​空間​到​底​是​「大家​的」​還​是​「管理者​的」?​校園、​公園、​圖書​館​——​這些​地方​說​是​公共,​但​使用​方式​都​被​規定​好​了。​租來​的​房間、​申請​的​場地​——​我​們付錢、​我​們​使用,​但​最終​決定​權不​在​我​們手​上。​ -7​. Autonomy​(自主性)​ -年​輕人​被​告知​「你​可以​決定​自己​的​人生」,​但​實際​上:​選什麼​科系​(父母​有​意見)、​找什​麼​工作​(市場​決定)、​住哪裡​(房租​決定)、​要​不​要​加班​(老闆​決定)。​表面​上​的​自由​選擇,​實際​上​充滿​限制​和​妥協。​邊界​無處​不​在:​工作​和​生活、​公私​領域、​年​齡​——​這邊​可以、​那邊​不行,​誰畫​的​線?​ -8. Participation​(參與)​ -年​輕人​被​鼓勵​「積極​參與」​——​課堂、​會議、​社群。​但​參與​是​真的​有影​響力,​還​是​只是​做​做​樣子?​意見會​被​聽到​嗎?​決策會​因此​改變​嗎?​很多​時候,​參與​只​是​「被​徵詢」​而​非​「共同​決定」。​ -9​. Expression​(表達​與詮釋)​ -年​輕人​怎麼​談論​自己​的​處境?​透過​創作、​迷因、​文字、​音樂​把​困惑、​憤怒、​無奈、​幽默轉化成​作品。​詮釋​是​一​種​奪​回話​語權​的​方式:​不​接受​被​貼​的​標籤,​而​是​自己​說​「這​是​什麼」。​ -10. Belonging​(歸屬與社群)​ -年​輕人​的​歸屬​感​很​飄忽:​不​太​屬於​原生​家庭​(想​獨立​但​還​做​不​到)、​不​太​屬於​學校​或​公司​(只​是​暫時​的)、​不​太​屬於​任何​地方​(都​是​租來​的)。​在​哪裡​找到​歸屬?​可能​不​是​家庭、​不​是​公司,​而​是​興趣​社群、​網路​社群、​創作圈。​ \ No newline at end of file diff --git a/v2/app/src/App.jsx b/v2/app/src/App.jsx index fb1451d..ffc0e24 100644 --- a/v2/app/src/App.jsx +++ b/v2/app/src/App.jsx @@ -1,8 +1,7 @@ import { useEffect, useState } from "react"; import "./App.css"; -import { processData, searchByText, searchByTheme, processTheme } from "./utils/parsing"; +import { searchByText, searchByTheme, processTheme } from "./utils/parsing"; import Graph from "./components/graph"; -import { processRawFiles } from "./utils/agent"; const files=['大家想到未來不會很絕望嗎','日常生活','有人懂嗎','看到學貸還款通知書寄來','租屋網站']; const ContentTags=['Summary','Keywords','Order','User','Content']; @@ -42,8 +41,6 @@ function App() { return (
- -

@@ -71,7 +68,7 @@ function App() { const collection = document.querySelector('select[name="collection"]').value; console.log("Selected collection:", collection); // const id=themes.find(item=>item.title===collection)?.id; - searchByTheme(collection).then(res=>{ + searchByTheme(collection, 20).then(res=>{ setResults(res); }); @@ -103,10 +100,13 @@ function App() {
{/*

score={item.score.toFixed(4)}

*/} {(()=>{ - let p=JSON.parse(item.payload.text); + let p={ + ...item.payload, + metadata: JSON.parse(item.payload.metadata), + }; return (<>
{p.number}/{p.total}
-
{p.content}
+
{p.metadata.text}
{p.summry}
{p.keywords.map(el=>{el})}
); diff --git a/v2/app/src/components/graph.jsx b/v2/app/src/components/graph.jsx index 101fa7a..22a296e 100644 --- a/v2/app/src/components/graph.jsx +++ b/v2/app/src/components/graph.jsx @@ -5,6 +5,7 @@ import { generateLinesFromPoints, get3dCoordinates } from '../utils/draw'; import { OrbitControls, PerspectiveCamera, Bounds, useBounds, Line } from '@react-three/drei' import Point from './point.jsx'; import * as THREE from 'three'; +import { show } from '@tauri-apps/api/app'; export default function Graph({results}){ @@ -14,6 +15,7 @@ export default function Graph({results}){ const [drawLines, setDrawLines]=useState(false); const [showContent, setShowContent]=useState(false); + const [showKeyword, setShowKeyword]=useState(false); const bounds = useBounds(); function zoomToFit(){ @@ -62,6 +64,10 @@ export default function Graph({results}){ setDrawLines(e.target.checked)} /> + + setShowKeyword(e.target.checked)} /> +
@@ -73,8 +79,8 @@ export default function Graph({results}){ {Array.isArray(points) && points?.map((point, index)=>( - + ))} diff --git a/v2/app/src/components/point.jsx b/v2/app/src/components/point.jsx index e9575b2..5878e87 100644 --- a/v2/app/src/components/point.jsx +++ b/v2/app/src/components/point.jsx @@ -5,12 +5,14 @@ import gsap from 'gsap'; export const PointScale=200; -const PointSize=6; +const PointSize=1; -const PointDuration=3; +const PointDuration=10; const KeywordOffset=0; -export default function Point({point, index, totalPoints, result, showContent}) { +const TextToShow=20; + +export default function Point({point, index, totalPoints, result, showContent, showkeyword}) { const [payload, setPayload]=useState(); const [showPayload, setShowPayload]=useState(false); @@ -24,8 +26,8 @@ export default function Point({point, index, totalPoints, result, showContent}) console.log("Point lifeTime:", lifeTime); // animate point size based on lifeTime - const targetSize=PointSize *0; - const initialSize=0; + const targetSize=0.5; + const initialSize=targetSize; const timeline=gsap.timeline({ repeat:-1}); timeline.set(meshRef.current.scale, { @@ -71,7 +73,13 @@ export default function Point({point, index, totalPoints, result, showContent}) useEffect(()=>{ - setPayload(JSON.parse(result.payload.text)); + setPayload({ + ...JSON.parse(result.payload.metadata), + keywords: result.payload.keywords || '[]', + number: result.payload.number || '0', + total: result.payload.total || '1', + content: JSON.parse(result.payload.metadata).text || '', + }); },[point]); @@ -86,11 +94,11 @@ export default function Point({point, index, totalPoints, result, showContent}) />
-
- {payload?.keywords.map((el, index)=>{el})} -
- {showContent &&
{(()=>{
-                        return `${payload?.content}`;
+                    {showkeyword && 
+ {payload?.keywords.map((el, index)=>{el})} +
} + {showContent &&
{(()=>{
+                        return `${payload?.content.slice(0, TextToShow)}${payload?.content.length>TextToShow ? '...' : ''}`;
                     })()}
}
diff --git a/v2/app/src/utils/agent.js b/v2/app/src/utils/agent.js deleted file mode 100644 index 761de0a..0000000 --- a/v2/app/src/utils/agent.js +++ /dev/null @@ -1,70 +0,0 @@ -import { readDir, BaseDirectory } from '@tauri-apps/plugin-fs'; -import { resourceDir } from '@tauri-apps/api/path'; - - -export async function processRawFiles(folder, outputFolder){ - - // const resourceDirPath = await resourceDir(); - // console.log("Resource Directory Path:", resourceDirPath); - - // return; - - const files = await readDir(folder, { dir: BaseDirectory.Resource }); - console.log("Files in raw folder:", files); - - for(const file of files){ - - const res=await threadJsonFileAgent(file.path); - - // save to filesystem - console.log("Agent response for", file, ":", res); - - } -} - - -export async function threadJsonFileAgent(filePath){ - - let system_prompt; - const res=await fetch('agent.txt'); - if(res.ok){ - system_prompt=await res.text(); - } else { - console.error("Failed to load agent.txt"); - return; - } - - - - let content; - const fileRes=await fetch(filePath); - if(fileRes.ok){ - const fileText=await fileRes.text(); - content=fileText; - } else { - console.error("Failed to load JSON file"); - return; - } - - // use openai agent to process json file - const response=await fetch('https://api.openai.com/v1/chat/completions', { - method: 'POST', - headers: { - 'Content-Type': 'application/json', - 'Authorization': `Bearer ${import.meta.env.VITE_OPENAI_API_KEY}` - }, - body: JSON.stringify({ - model: "gpt-4-0613", - messages: [ - {role: "system", content: system_prompt}, - {role: "user", content: content} - ], - }) - }); - - - const data = await response.json(); - console.log(data); - return data; - -} \ No newline at end of file diff --git a/v2/app/src/utils/parsing.js b/v2/app/src/utils/parsing.js index 5e04d0e..7fd9739 100644 --- a/v2/app/src/utils/parsing.js +++ b/v2/app/src/utils/parsing.js @@ -1,8 +1,6 @@ import { fetch } from '@tauri-apps/plugin-http'; -import { convert } from 'html-to-text'; - -const COLLECTION_DATA = 'data-v1'; +const COLLECTION_DATA = 'data-v2'; const COLLECTION_THEME = 'theme-v1'; @@ -31,36 +29,6 @@ async function clearCollection(collection){ } -function generateUUID() { // Public Domain/MIT - var d = new Date().getTime();//Timestamp - var d2 = (performance && performance.now && (performance.now()*1000)) || 0; - return 'xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx'.replace(/[xy]/g, function(c) { - var r = Math.random() * 16; - return r | 0; - }); -} - -export async function processData(url, clear=false){ - - if(clear) await clearCollection(COLLECTION_DATA); - - // fetch data from url - const response = await fetch(url); - const json=await response.json(); - - json.output.forEach(async (item, index)=>{ - - const text=jsonToText(item); - console.log(text); - const embeddings=await textToEmbeddings(text); - - - const uuid=generateUUID(); - await writeToQdrant(uuid, embeddings, JSON.stringify(item),COLLECTION_DATA); - - }); -} - async function textToEmbeddings(text){ // call embedding API @@ -81,17 +49,7 @@ async function textToEmbeddings(text){ return result.data[0]?.embedding; } -function jsonToText(item){ - let text = ""; - - text += `Summary: ${item.summry} `; - text += `Keywords: ${item.keywords.join(", ")} `; - text += `Order: ${item.number}/${item.total} `; - text += `User: ${item.user} `; - text += `Content: ${item.content.replace(/[\r\n]+/g, ' ')} `; - - return text; -} + export async function processTheme(themes){ @@ -142,7 +100,7 @@ export async function searchByText(query){ return await searchQdrant(queryEmbeddings); } -export async function searchByTheme(themeId){ +export async function searchByTheme(themeId, limit){ // get theme embeddings from Qdrant const res=await fetch(`http://localhost:6333/collections/${COLLECTION_THEME}/points/${themeId}`, { method: 'GET', @@ -160,10 +118,10 @@ export async function searchByTheme(themeId){ const data = await res.json(); console.log(data); - return await searchQdrant(data.result.vector); + return await searchQdrant(data.result.vector, limit); } -async function searchQdrant(query_embeddings){ +async function searchQdrant(query_embeddings, limit=10){ // search Qdrant const res=await fetch(`http://localhost:6333/collections/${COLLECTION_DATA}/points/search`, { method: 'POST', @@ -172,7 +130,7 @@ async function searchQdrant(query_embeddings){ }, body: JSON.stringify({ vector: query_embeddings, - limit: 50, + limit: limit, with_payload: true, with_vector: true }) diff --git a/v2/scrapper/.env b/v2/scrapper/.env new file mode 100644 index 0000000..84a5fff --- /dev/null +++ b/v2/scrapper/.env @@ -0,0 +1 @@ +OPENAI_API_KEY=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 \ No newline at end of file diff --git a/v2/scrapper/agent.js b/v2/scrapper/agent.js new file mode 100644 index 0000000..7591db0 --- /dev/null +++ b/v2/scrapper/agent.js @@ -0,0 +1,122 @@ +import { readFileSync } from "fs"; + +export async function jsonToAgent(filePath) { + + let system_prompt; + + const res = readFileSync('./assets/agent.txt'); + if (res) { + system_prompt = res.toString(); + } else { + console.error("Failed to load system prompt"); + return; + } + + console.log('processing file:', filePath); + + let content; + const fileRes = readFileSync(filePath); + if (fileRes) { + content = fileRes.toString(); + } else { + console.error("Failed to load JSON file"); + return; + } + + // 使用 OpenAI Chat Completions API 搭配 Structured Outputs (json_schema) + const response = await fetch('https://api.openai.com/v1/chat/completions', { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + 'Authorization': `Bearer ${process.env.OPENAI_API_KEY}` + }, + body: JSON.stringify({ + model: "gpt-4o", + messages: [ + { role: "system", content: system_prompt }, + { role: "user", content: content } + ], + store: false, + response_format: { + type: "json_schema", + json_schema: { + name: "conversation_analysis", + strict: true, + schema: { + type: "object", + properties: { + output: { + type: "array", + description: "包含對話中所有留言的分析陣列", + items: { + type: "object", + properties: { + summry: { + type: "string", + description: "簡短精煉的全域對話主題(20字以內)。注意:此欄位在所有 array items 中必須完全一致。" + }, + keywords: { + type: "array", + items: { type: "string" }, + description: "從留言中提取的關鍵字(事件、概念、情緒等)" + }, + number: { + type: "integer", + description: "目前留言的序號" + }, + total: { + type: "integer", + description: "留言總數 M" + }, + content: { + type: "string", + description: "原始留言內容" + }, + metadata: { + type: "object", + description: "原始留言的後設資料", + properties:{ + text: { type:'string'}, + published_on: { type:'integer'}, + like_count: { type:'integer'}, + reply_count: { type:'integer'}, + username: { type:'string'}, + id: { type:'string'}, + code: { type:'string'}, + parent_post_id: { type:'string'} + }, + required: ["text", "published_on", "like_count", "reply_count", "username", "id", "code", "parent_post_id"], + // 在 strict: true 模式下,這必須為 false + additionalProperties: false, + } + }, + required: ["summry", "keywords", "number", "total", "content", "metadata"], + additionalProperties: false + } + } + }, + required: ["output"], + additionalProperties: false + } + } + }, + temperature: 0.1 + }) + }); + + const data = await response.json(); + + if (data.error) { + console.error("API Error:", data.error); + return null; + } + + try { + // 從 choices[0].message.content 中解析 AI 回傳的 JSON 字串 + const output = JSON.parse(data.choices[0].message.content); + return output; + } catch (err) { + console.error("Failed to parse agent response as JSON:", data); + return null; + } +} \ No newline at end of file diff --git a/v2/scrapper/assets/agent.txt b/v2/scrapper/assets/agent.txt new file mode 100644 index 0000000..6dfac28 --- /dev/null +++ b/v2/scrapper/assets/agent.txt @@ -0,0 +1,49 @@ +你是一個專業的對話分析專家。你的任務是將一段對話內容轉換為結構化的 JSON 格式。 + +任務目標 + +分析全域主題:在處理任何留言之前,請先閱讀整段對話,並根據後述的 10 個核心維度,總結出一個統一的「對話主題」。 + +一致性要求:在輸出的 output 陣列中,每一則留言的 summry 欄位內容必須完全相同,代表該整段對話的總體背景。 + +逐句處理:將檔案裡的每一句留言整理為一個物件。 + +嚴禁省略:必須納入對話中的所有留言,絕對禁止使用 "..." 或 "etc" 取代。 + +核心分析維度 (用於撰寫 summry) + +In-betweenness (中間狀態) - 經濟依賴、社會期待、未定型的過渡期。 + +Identity (身份) - 標籤化、社會命名權、經驗差異。 + +Power Structures (權力結構) - 規則制定權、權力不平等、被管理者的處境。 + +Systems (系統) - 系統的設計邏輯(效率 vs 需求)。 + +Space (空間) - 物理位置反映的權力展現。 + +Access (空間使用權) - 公共空間的管理者決定權。 + +Autonomy (自主性) - 表面選擇下的實質限制。 + +Participation (參與) - 真實影響力 vs 形式化參與。 + +Expression (表達與詮釋) - 奪回話語權、定義自我。 + +Belonging (歸屬與社群) - 飄忽的歸屬感、非傳統社群連結。 + +輸出格式 + +請僅輸出 JSON 字串: +{ +"output": [ +{ +"summry": "整段對話的統一主題(每一則皆須相同,並與上述維度連結,20字以內)", +"keywords": ["關鍵字"], +"number": 1, +"total": M, +"content": "留言原始內容", +"metadata": { ...原始資料 } +} +] +} \ No newline at end of file diff --git a/v2/scrapper/embeddings.js b/v2/scrapper/embeddings.js new file mode 100644 index 0000000..8707c83 --- /dev/null +++ b/v2/scrapper/embeddings.js @@ -0,0 +1,178 @@ +import { readFileSync, writeFileSync, existsSync, mkdirSync } from 'fs'; +import { v4 as uuidv4 } from 'uuid'; + +const COLLECTION_DATA = 'data-v2'; + + +async function clearCollection(collection){ + // clear Qdrant collection + const res_delete=await fetch(`http://localhost:6333/collections/${collection}`, { + method: 'DELETE', + }); + const data_delete = await res_delete.json(); + console.log(data_delete); + + const res=await fetch(`http://localhost:6333/collections/${collection}`, { + method: 'PUT', + body: JSON.stringify({ + vectors: { + size: 1536, + distance: "Cosine" + }, + payload: { + text: "string" + } + }), + }); + const data = await res.json(); + console.log(data); + +} + +// function generateUUID() { // Public Domain/MIT +// var d = new Date().getTime();//Timestamp +// var d2 = (performance && performance.now && (performance.now()*1000)) || 0; +// return 'xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx'.replace(/[xy]/g, function(c) { +// var r = Math.random() * 16; +// return r | 0; +// }); +// } + +export async function processData(filepath, clear=false){ + + if(clear) await clearCollection(COLLECTION_DATA); + + console.log("Processing file for embeddings:", filepath); + + // fetch data from url + const response = readFileSync(filepath); + const json=await JSON.parse(response); + + json.output.forEach(async (item, index)=>{ + + const text=jsonToText(item); + // console.log(text); + const embeddings=await textToEmbeddings(text); + + + const uuid=uuidv4(); + + await writeToQdrant(uuid, embeddings, { + summry: item.summry, + keywords: item.keywords, + number: item.number, + total: item.total, + metadata: JSON.stringify(item.metadata), + },COLLECTION_DATA); + + }); +} + + +async function textToEmbeddings(text){ + // call embedding API + const response=await fetch('https://api.openai.com/v1/embeddings', { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + 'Authorization': `Bearer ${process.env.OPENAI_API_KEY}` + }, + body: JSON.stringify({ + model: "text-embedding-3-small", + input: text + }) + }); + const result = await response.json(); +// console.log(result); + + return result.data[0]?.embedding; +} + +function jsonToText(item){ + let text = ""; + + text += `Summary: ${item.summry} `; + text += `Keywords: ${item.keywords.join(", ")} `; + text += `Order: ${item.number}/${item.total} `; + text += `User: ${item.user} `; + text += `Content: ${item.content.replace(/[\r\n]+/g, ' ')} `; + + return text; +} + + + +async function writeToQdrant(id,embeddings, payload, collection){ + // write embeddings to Qdrant + const res=await fetch(`http://localhost:6333/collections/${collection}/points?wait=true`, { + method: 'PUT', + headers: { + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + points: [{ + id: id, + vector: embeddings, + payload: payload + }] + }) + }); + + const data = await res.json(); + console.log(data); + + return data; +} + +export async function searchByText(query){ + const queryEmbeddings=await textToEmbeddings(query); + return await searchQdrant(queryEmbeddings); +} + +export async function searchByTheme(themeId){ + // get theme embeddings from Qdrant + const res=await fetch(`http://localhost:6333/collections/${COLLECTION_THEME}/points/${themeId}`, { + method: 'GET', + headers: { + 'Content-Type': 'application/json', + } + }); + + if (!res.ok) { + const errorData = await res.json(); + console.error("Search failed:", errorData); + return null; + } + + const data = await res.json(); + console.log(data); + + return await searchQdrant(data.result.vector); +} + +async function searchQdrant(query_embeddings){ + // search Qdrant + const res=await fetch(`http://localhost:6333/collections/${COLLECTION_DATA}/points/search`, { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + vector: query_embeddings, + limit: 50, + with_payload: true, + with_vector: true + }) + }); + + if (!res.ok) { + const errorData = await res.json(); + console.error("Search failed:", errorData); + return null; + } + + const data = await res.json(); + console.log("Search Result:", data); + + return data.result; +} diff --git a/v2/scrapper/main.js b/v2/scrapper/main.js index a5c414c..bd56277 100644 --- a/v2/scrapper/main.js +++ b/v2/scrapper/main.js @@ -1,6 +1,11 @@ +import { jsonToAgent } from "./agent.js"; import { getThread } from "./scrapper.js"; import { searchThreads } from "./search.js"; -import { writeFileSync } from "fs"; +import { writeFileSync, existsSync, mkdirSync, readdirSync, statSync } from "fs"; +import dotenv from 'dotenv'; +import { processData } from "./embeddings.js"; +dotenv.config(); + const cookies = [ { @@ -20,29 +25,141 @@ const cookies = [ } ]; -async function main(){ +const Keywords=[ + "學貸 房租 焦慮","獨立 失敗","尷尬 年齡","還沒買房","卡住 職涯", + "躺平 世代","家境 差距","文組 標籤","覺醒 厭世","年輕", + "慣老闆 權益","行政 刁難","學生會 被架空","職場 不平等","家長會 決定", + "租屋 系統 惡意","升學 制度 不公","系統性 壓榨","黑箱 決策","系統 漏洞","校規", "SOP","行政 裁量權", + "租屋 格局 壓迫","辦公室 權力","校園 空間 設計","宿舍 小 隱私","空間 不舒服", + "會議室 借不到","圖書館 規定","公共空間 誰的","校車 收費 影響","畢業 退場", + "人生 妥協","我的 決定","邊界 被侵犯","下班 不讀","工作 生活 平衡", + "參與 沒用","開會 敷衍","假 民主","意見 被忽略","提案 被擋","連署 實質", + "迷因 轉化 焦慮","幽默 反抗","厭世 創作","負面情緒 詩意","話語權 奪回", + "歸屬感 飄","租來的 人生","網路 社群 溫暖","家鄉 不屬於","靈魂 避難所" +] + +async function step1(){ + const chooseKeywords=['人生 妥協','邊界 被侵犯','卡住 職涯','尷尬 年齡','厭世 創作']; + + + // const keyword="工作 生活 平衡"; + for(const keyword of chooseKeywords){ + const searchResults = await searchThreads(keyword, 20, cookies); + console.log(JSON.stringify(searchResults)); + + for(const url of searchResults.urls){ + try{ + const threadItems=await getThread(url); + // console.log(JSON.stringify(threadItems)); + + // save to filesystem + const fileName=url.split("/post/")[1].split("/")[0]; + + // check if directory exists + const dir = `scrapped/${keyword}`; + if (!existsSync(dir)){ + mkdirSync(dir, { recursive: true }); + } + + writeFileSync(`scrapped/${keyword}/${fileName}.json`, JSON.stringify(threadItems, null, 2) ); + } catch(err){ + console.error("Error processing", url, ":", err); + } + } + } + + // const threadUrl="https://www.threads.com/@bobolove0828/post/DQ63pgpklmi"; + // const threadItems=await getThread(threadUrl, cookies); + // console.log(JSON.stringify(threadItems)); + // const fileName=threadUrl.split("/post/")[1].split("/")[0]; + // writeFileSync(`scrapped/${fileName}.json`, JSON.stringify(threadItems, null, 2) ); +} + +async function step2(){ + + // list folders + const folders = readdirSync('./scrapped'); + console.log("Folders in raw folder:", folders); + + let count=2;//folders.length; + for(var i=0;i=count) break; + + const folder=folders[i]; + + // check is folder + const isFolder = statSync(`./scrapped/${folder}`).isDirectory(); + if (!isFolder) { + console.log(`Folder ${folder} is empty or does not exist.`); + continue; + } - const searchResults = await searchThreads("厭世", 20, cookies); - console.log(JSON.stringify(searchResults)); + const files = readdirSync(`./scrapped/${folder}`); + console.log(`Files in folder ${folder}:`, files); - for(const url of searchResults.urls){ - try{ - const threadItems=await getThread(url); - console.log(JSON.stringify(threadItems)); + files?.forEach(async (file, index) => { + + // if(index>0) return; // for testing, process only first file - // save to filesystem - const fileName=url.split("/post/")[1].split("/")[0]; - writeFileSync(`scrapped/${fileName}.json`, JSON.stringify(threadItems, null, 2) ); - } catch(err){ - console.error("Error processing", url, ":", err); + try{ + const data=await jsonToAgent(`./scrapped/${folder}/${file}`); + // console.log("Agent response for folder", folder, ":", data); + + // save to file + const outputFilePath = `./processed/${folder}/${file}`; + // ensure directory exists + if (!existsSync(`./processed/${folder}`)){ + mkdirSync(`./processed/${folder}`, { recursive: true }); + } + + writeFileSync(outputFilePath, JSON.stringify(data, null, 2)); + console.log("Saved agent response to", outputFilePath); + + }catch(err){ + console.error("Error processing agent for folder", folder, ":", err); + } + }); + + } + + +} + +async function step3(){ + const folders = readdirSync('./processed'); + console.log("Folders in raw folder:", folders); + + for(const folder of folders){ + // check is folder + const isFolder = statSync(`./processed/${folder}`).isDirectory(); + if (!isFolder) { + console.log(`Folder ${folder} is empty or does not exist.`); + continue; } + + const files = readdirSync(`./processed/${folder}`); + console.log(`Files in folder ${folder}:`, files); + + files?.forEach(async (file, index) => { + + try{ + await processData(`./processed/${folder}/${file}`); + }catch(err){ + console.error("Error processing embeddings for folder", folder, ":", err); + } + }); + } -// const threadUrl="https://www.threads.com/@bobolove0828/post/DQ63pgpklmi"; -// const threadItems=await getThread(threadUrl, cookies); -// console.log(JSON.stringify(threadItems)); -// const fileName=threadUrl.split("/post/")[1].split("/")[0]; -// writeFileSync(`scrapped/${fileName}.json`, JSON.stringify(threadItems, null, 2) ); +} + +async function main(){ + + // await step1(); + // await step2(); + await step3(); + } main(); \ No newline at end of file diff --git a/v2/scrapper/package-lock.json b/v2/scrapper/package-lock.json index 9a35139..cf20d91 100644 --- a/v2/scrapper/package-lock.json +++ b/v2/scrapper/package-lock.json @@ -5,7 +5,9 @@ "packages": { "": { "dependencies": { - "puppeteer": "^24.34.0" + "dotenv": "^17.2.3", + "puppeteer": "^24.34.0", + "uuid": "^13.0.0" } }, "node_modules/@babel/code-frame": { @@ -378,6 +380,18 @@ "integrity": "sha512-26T91cV5dbOYnXdJi5qQHoTtUoNEqwkHcAyu/IKtjIAxiEqPMrDiRkDOPWVsGfNZGmlQVHQbZRSjD8sxagWVsQ==", "license": "BSD-3-Clause" }, + "node_modules/dotenv": { + "version": "17.2.3", + "resolved": "https://registry.npmjs.org/dotenv/-/dotenv-17.2.3.tgz", + "integrity": "sha512-JVUnt+DUIzu87TABbhPmNfVdBDt18BLOWjMUFJMSi/Qqg7NTYtabbvSNJGOJ7afbRuv9D/lngizHtP7QyLQ+9w==", + "license": "BSD-2-Clause", + "engines": { + "node": ">=12" + }, + "funding": { + "url": "https://dotenvx.com" + } + }, "node_modules/emoji-regex": { "version": "8.0.0", "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz", @@ -1014,6 +1028,19 @@ "license": "MIT", "optional": true }, + "node_modules/uuid": { + "version": "13.0.0", + "resolved": "https://registry.npmjs.org/uuid/-/uuid-13.0.0.tgz", + "integrity": "sha512-XQegIaBTVUjSHliKqcnFqYypAd4S+WCYt5NIeRs6w/UAry7z8Y9j5ZwRRL4kzq9U3sD6v+85er9FvkEaBpji2w==", + "funding": [ + "https://github.com/sponsors/broofa", + "https://github.com/sponsors/ctavan" + ], + "license": "MIT", + "bin": { + "uuid": "dist-node/bin/uuid" + } + }, "node_modules/webdriver-bidi-protocol": { "version": "0.3.10", "resolved": "https://registry.npmjs.org/webdriver-bidi-protocol/-/webdriver-bidi-protocol-0.3.10.tgz", diff --git a/v2/scrapper/package.json b/v2/scrapper/package.json index 72b4434..f1d8a2b 100644 --- a/v2/scrapper/package.json +++ b/v2/scrapper/package.json @@ -1,6 +1,8 @@ { - "type":"module", + "type": "module", "dependencies": { - "puppeteer": "^24.34.0" + "dotenv": "^17.2.3", + "puppeteer": "^24.34.0", + "uuid": "^13.0.0" } } diff --git a/v2/scrapper/scrapper.js b/v2/scrapper/scrapper.js index a029bf2..201b652 100644 --- a/v2/scrapper/scrapper.js +++ b/v2/scrapper/scrapper.js @@ -99,6 +99,8 @@ function parseThread(data) { // videos, // video_thumbnail: videoThumbnail, // url: post.user?.username && post.code ? `https://www.threads.net/@${post.user.username}/post/${post.code}` : null + parent_post_id: post.text_post_app_info?.reply_to_author?.id || post.reply_to_post_id || null + }; return result.id ? result : null; @@ -166,15 +168,17 @@ export async function getThread(postUrl) { }); const itemsArray = Array.from(allParsedItems.values()); + const mainThread = itemsArray.find(t => t.code === postCodeFromUrl); if (!mainThread) { throw new Error("無法定位主貼文。這通常是因為 Auth 阻擋或頁面未完全渲染。"); } - + const authorName = mainThread.username; const replies = itemsArray.filter(t => - t.code !== postCodeFromUrl + t.code !== postCodeFromUrl + && mainThread.id.includes(t.parent_post_id) ).sort((a, b) => a.published_on - b.published_on); console.log(`[解析成功] 找到主貼文,作者: ${authorName},回覆數量: ${replies.length}`);