/home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1213: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. parser = self.make_parser(ctx) /home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1206: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. self.parse_args(ctx, args) Using UID: 1000, GID: 1000 Forwarding environment variable OPENROUTER_API_KEY to container Mounting local directory /home/llmeval/llmeval/runs/run_20251110_150318/task5_dedup_contact/openrouter-openai-gpt-5-mini/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 84b4f5fb Image: opencode Executing command and waiting for completion... Container will exit after command completes. Command logs: Initializing opencode v1.0.0 Setting up user 'cubbi' with UID: 1000, GID: 1000 Setting up standard directories Created directory: /app Created directory: /cubbi-config Created directory: /cubbi-config/home Creating /home/cubbi as symlink to /cubbi-config/home Created directory: /cubbi-config/home/.local Copied /root/.local/bin to user directory Running opencode-specific initialization Added litellm custom provider with 123 models to OpenCode configuration Added openrouter standard provider with 342 models to OpenCode configuration Set default model to openrouter/openai/gpt-5-mini Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Created contacts.csv with 50 contacts (35 unique + 15 duplicates) --- TASK BEGIN --- # Contact List Deduplicator You have a CSV file `input/contacts.csv` containing contact information with potential duplicates. Your task is to identify and merge duplicate contacts based on matching criteria, then generate a JSON report. ## Duplicate Detection Rules Two contacts are duplicates if ANY of the following match: 1. **Phone numbers match** (after normalization - remove spaces, dashes, parentheses) 2. **Email addresses match** (case-insensitive) 3. **Names are very similar** (exact match ignoring case, or initials match with same last name) ## Requirements 1. Read `input/contacts.csv` 2. Identify all duplicate contacts 3. Generate `input/deduped.json` with this exact structure: ```json { "original_count": 100, "unique_count": 85, "duplicates_found": 15, "duplicate_groups": [ { "primary": { "name": "John Smith", "email": "john.smith@example.com", "phone": "555-1234", "company": "Acme Corp" }, "duplicates": [ { "name": "J. Smith", "email": "jsmith@example.com", "phone": "555-1234", "company": "Acme Corp" } ], "match_reason": "phone" } ] } ``` ## Important Notes - The primary contact should be the one with the most complete information (fewest empty fields) - Normalize phone numbers before comparison: remove all spaces, dashes, and parentheses - Email matching should be case-insensitive - Match reasons can be: "phone", "email", "name", or combinations like "phone_and_email" - Each duplicate group should list the primary contact and all its duplicates - Original count includes all contacts, unique count is after deduplication - Duplicates found is the number of duplicate entries (not the number of groups) PS: You are currently working in an automated system and cannot ask any question or have back and forth with an user. --- TASK END --- INFO 2025-11-10T15:43:35 +5687ms service=default version=1.0.20 args=["run","--print-logs"] opencode INFO 2025-11-10T15:43:35 +14ms service=project directory=/app/input fromDirectory INFO 2025-11-10T15:43:35 +27ms service=storage index=0 running migration ERROR 2025-11-10T15:43:35 +10ms service=storage error=ENOENT: no such file or directory, open '/home/cubbi/.local/share/opencode/project' index=0 failed to run migration INFO 2025-11-10T15:43:35 +51ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2025-11-10T15:43:35 +380ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2025-11-10T15:43:35 +45ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2025-11-10T15:43:35 +25ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.0.20","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2025-11-10T15:43:36 +912ms service=bun code=0 stdout=bun add v1.3.1 (89fa0f34) installed @opencode-ai/plugin@1.0.20 3 packages installed [868.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2025-11-10T15:43:36 +24ms service=plugin path=opencode-copilot-auth@0.0.3 loading plugin INFO 2025-11-10T15:43:36 +9ms service=bun pkg=opencode-copilot-auth version=0.0.3 installing package using Bun's default registry resolution INFO 2025-11-10T15:43:36 +3ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.3"] cwd=/home/cubbi/.cache/opencode running INFO 2025-11-10T15:43:36 +244ms service=bun code=0 stdout=bun add v1.3.1 (89fa0f34) installed opencode-copilot-auth@0.0.3 1 package installed [211.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2025-11-10T15:43:36 +26ms service=plugin path=opencode-anthropic-auth@0.0.2 loading plugin INFO 2025-11-10T15:43:36 +13ms service=bun pkg=opencode-anthropic-auth version=0.0.2 installing package using Bun's default registry resolution INFO 2025-11-10T15:43:36 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.2"] cwd=/home/cubbi/.cache/opencode running INFO 2025-11-10T15:43:38 +1845ms service=bun code=0 stdout=bun add v1.3.1 (89fa0f34) + opencode-copilot-auth@0.0.3 installed opencode-anthropic-auth@0.0.2 14 packages installed [1.80s] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2025-11-10T15:43:39 +433ms service=bus type=* subscribing INFO 2025-11-10T15:43:39 +1ms service=bus type=session.updated subscribing INFO 2025-11-10T15:43:39 +1ms service=bus type=message.updated subscribing INFO 2025-11-10T15:43:39 +3ms service=bus type=message.part.updated subscribing INFO 2025-11-10T15:43:39 +0ms service=format init INFO 2025-11-10T15:43:39 +0ms service=bus type=file.edited subscribing INFO 2025-11-10T15:43:39 +1ms service=lsp serverIds=deno, typescript, vue, eslint, gopls, ruby-lsp, pyright, elixir-ls, zls, csharp, rust, clangd, svelte, astro, jdtls, lua-ls enabled LSP servers INFO 2025-11-10T15:43:39 +19ms service=bus type=command.executed subscribing INFO 2025-11-10T15:43:39 +15ms service=session id=ses_591901743ffeBJX297xPd4MM7p version=1.0.20 projectID=global directory=/app/input title=New session - 2025-11-10T15:43:39.200Z time={"created":1762789419200,"updated":1762789419200} created INFO 2025-11-10T15:43:39 +54ms service=bus type=session.created publishing INFO 2025-11-10T15:43:39 +4ms service=bus type=session.updated publishing INFO 2025-11-10T15:43:39 +41ms service=bus type=message.part.updated subscribing INFO 2025-11-10T15:43:39 +0ms service=bus type=session.error subscribing INFO 2025-11-10T15:43:39 +0ms service=bus type=permission.updated subscribing INFO 2025-11-10T15:43:39 +22ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p prompt INFO 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cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","@ai-sdk/openai-compatible@latest"] cwd=/home/cubbi/.cache/opencode running INFO 2025-11-10T15:43:41 +1438ms service=bun code=0 stdout=bun add v1.3.1 (89fa0f34) + opencode-anthropic-auth@0.0.2 + opencode-copilot-auth@0.0.3 installed @ai-sdk/openai-compatible@1.0.26 21 packages installed [1367.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [26] Saved lockfile done INFO 2025-11-10T15:43:42 +1354ms service=provider status=completed duration=2800 providerID=openrouter getSDK INFO 2025-11-10T15:43:42 +49ms service=provider providerID=openrouter modelID=openai/gpt-5-mini found INFO 2025-11-10T15:43:42 +1ms service=session.lock sessionID=ses_591901743ffeBJX297xPd4MM7p locked INFO 2025-11-10T15:43:42 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p sessionID=ses_591901743ffeBJX297xPd4MM7p locking 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2025-11-10T15:43:52 +12ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:52 +5ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:43:52 +9ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:52 +3ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:43:52 +27ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:52 +3ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:43:52 +16ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:53 +17ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:43:53 +21ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:53 +10ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:43:53 +11ms 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2025-11-10T15:43:53 +58ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:43:53 +16ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:53 +7ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:43:53 +13ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:53 +7ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:43:53 +12ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:53 +6ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:43:53 +4ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:53 +8ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:43:53 +9ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:53 +9ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:43:53 +2ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:53 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-start part INFO 2025-11-10T15:43:53 +17ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:53 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +2ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +1ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +1ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +2ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +1ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +1ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +1ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +5ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:43:53 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-end part INFO 2025-11-10T15:43:53 +1ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-call part INFO 2025-11-10T15:43:53 +32ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:54 +201ms service=file.time sessionID=ses_591901743ffeBJX297xPd4MM7p file=/app/input/contacts.csv read INFO 2025-11-10T15:43:54 +54ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-end part INFO 2025-11-10T15:43:54 +42ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:54 +17ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-end part INFO 2025-11-10T15:43:54 +21ms service=bus type=message.part.updated publishing I'll read `input/contacts.csv`, parse and normalize the contacts, find duplicates per the rules, select primaries, and write `input/deduped.json`. Now I'll open the CSV file. INFO 2025-11-10T15:43:54 +19ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-result part INFO 2025-11-10T15:43:54 +104ms service=bus type=message.part.updated publishing |  Read app/input/contacts.csv INFO 2025-11-10T15:43:54 +8ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=finish-step part INFO 2025-11-10T15:43:54 +27ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:43:54 +7ms service=bus type=message.updated publishing INFO 2025-11-10T15:43:54 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=finish part INFO 2025-11-10T15:43:54 +2ms service=bus type=message.updated publishing INFO 2025-11-10T15:43:54 +44ms service=bus type=message.updated publishing INFO 2025-11-10T15:43:54 +11ms service=bus type=message.updated publishing INFO 2025-11-10T15:43:54 +30ms service=bus type=message.updated publishing INFO 2025-11-10T15:43:54 +30ms service=bus type=session.updated publishing INFO 2025-11-10T15:43:54 +75ms service=bus type=message.updated publishing INFO 2025-11-10T15:43:54 +112ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p process INFO 2025-11-10T15:43:54 +28ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=start part INFO 2025-11-10T15:43:54 +327ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=start-step part INFO 2025-11-10T15:43:54 +5ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:17 +22651ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-start part INFO 2025-11-10T15:44:17 +6ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:17 +2ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:17 +275ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:17 +5ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:18 +87ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:18 +3ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:18 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:18 +3ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:18 +3ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:18 +3ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:18 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:18 +3ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:18 +7ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:18 +3ms service=bus type=message.part.updated publishing INFO 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2025-11-10T15:44:18 +49ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:18 +3ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:18 +14ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:18 +7ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:20 +1177ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:20 +12ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:20 +33ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:20 +11ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:20 +5ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-delta part INFO 2025-11-10T15:44:20 +23ms service=bus type=message.part.updated publishing INFO 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service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:44:34 +1ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:44:34 +22ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:44:34 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:44:34 +6ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:44:34 +27ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-end part INFO 2025-11-10T15:44:34 +122ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-call part INFO 2025-11-10T15:44:34 +26ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:34 +224ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=reasoning-end part INFO 2025-11-10T15:44:34 +3ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:34 +3ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-end part INFO 2025-11-10T15:44:35 +3ms service=bus type=message.part.updated publishing I'll run a short Python script to parse `input/contacts.csv`, detect duplicate groups per the rules, and write `input/deduped.json`. INFO 2025-11-10T15:44:35 +304ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:36 +768ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:36 +58ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:36 +80ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-result part INFO 2025-11-10T15:44:36 +42ms service=bus type=message.part.updated publishing |  Bash python3 - <<'PY' import csv, json, re from collections import defaultdict IN='/app/input/contacts.csv' OUT='/app/input/deduped.json' def norm_phone(p): if p is None: return '' return re.sub(r'[\s\-()]+','',p).strip() def norm_email(e): return (e or '').strip().lower() def name_similarity(a,b): if not a or not b: return False a_s=a.strip().lower(); b_s=b.strip().lower() if a_s==b_s: return True def first_initial_and_last(n): parts=n.strip().split() if not parts: return ('','') last=parts[-1].lower() first=parts[0] # initial: first letter of first token initial=first[0].lower() if first else '' return (initial,last) ai,al=first_initial_and_last(a) bi,bl=first_initial_and_last(b) return (ai and bi and ai==bi and al and bl and al==bl) # Read CSV rows=[] with open(IN,newline='') as f: reader=csv.reader(f) header=None for r in reader: if not header: header=r continue # skip empty rows if not r or all(not c.strip() for c in r): continue # ensure 4 columns while len(r)<4: r.append('') name,email,phone,company = [c.strip() for c in r[:4]] rows.append({'name':name,'email':email,'phone':phone,'company':company}) n=len(rows) # DSU parent=list(range(n)) def find(x): while parent[x]!=x: parent[x]=parent[parent[x]] x=parent[x] return x def union(a,b): ra,rb=find(a),find(b) if ra!=rb: parent[rb]=ra # store reasons per pair pair_reasons=defaultdict(set) for i in range(n): for j in range(i+1,n): reasons=[] pi=norm_phone(rows[i]['phone']) pj=norm_phone(rows[j]['phone']) if pi and pj and pi==pj: reasons.append('phone') ei=norm_email(rows[i]['email']) ej=norm_email(rows[j]['email']) if ei and ej and ei==ej: reasons.append('email') if name_similarity(rows[i]['name'], rows[j]['name']): reasons.append('name') if reasons: union(i,j) for r in reasons: pair_reasons[(i,j)].add(r) # collect groups groups=defaultdict(list) for i in range(n): groups[find(i)].append(i) duplicate_groups=[] duplicates_found=0 for root,inds in groups.items(): if len(inds)<=1: continue # gather all reasons within group reasons_set=set() # check all pairs in group for recorded reasons for a in range(len(inds)): for b in range(a+1,len(inds)): i,j=inds[a],inds[b] key=(i,j) if (i,j) in pair_reasons else ((j,i) if (j,i) in pair_reasons else None) if key: reasons_set.update(pair_reasons[key]) # choose primary: most complete (fewest empty fields), tie-breaker earliest index def completeness(idx): c=0 for f in ['name','email','phone','company']: if rows[idx][f].strip(): c+=1 return c primary_idx=sorted(inds, key=lambda x:(-completeness(x), x))[0] primary={k: rows[primary_idx][k] for k in ['name','email','phone','company']} dup_list=[] for idx in inds: if idx==primary_idx: continue dup_list.append({k: rows[idx][k] for k in ['name','email','phone','company']}) duplicates_found += len(inds)-1 # build match_reason string reasons_sorted=sorted(reasons_set) match_reason = '_and_'.join(reasons_sorted) if reasons_sorted else 'unknown' duplicate_groups.append({'primary':primary,'duplicates':dup_list,'match_reason':match_reason}) original_count=n unique_count=original_count - duplicates_found out={'original_count':original_count, 'unique_count':unique_count, 'duplicates_found':duplicates_found, 'duplicate_groups':duplicate_groups} with open(OUT,'w') as f: json.dump(out,f,indent=2) print(f'WROTE {OUT} -- original_count={original_count} unique_count={unique_count} duplicates_found={duplicates_found}') PY WROTE /app/input/deduped.json -- original_count=50 unique_count=42 duplicates_found=8 INFO 2025-11-10T15:44:36 +8ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=finish-step part INFO 2025-11-10T15:44:36 +57ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:36 +19ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:36 +11ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=finish part INFO 2025-11-10T15:44:36 +14ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:36 +86ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:36 +22ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:36 +180ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:36 +47ms service=bus type=session.updated publishing INFO 2025-11-10T15:44:36 +94ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:37 +250ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p process INFO 2025-11-10T15:44:37 +36ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=start part INFO 2025-11-10T15:44:37 +565ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=start-step part INFO 2025-11-10T15:44:37 +7ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:38 +756ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-start part INFO 2025-11-10T15:44:38 +3ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:38 +19ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:44:38 +6ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:44:38 +44ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:44:38 +9ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:44:38 +19ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p 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service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-delta part INFO 2025-11-10T15:44:38 +13ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-input-end part INFO 2025-11-10T15:44:38 +12ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-call part INFO 2025-11-10T15:44:38 +4ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:38 +58ms service=file.time sessionID=ses_591901743ffeBJX297xPd4MM7p file=/app/input/deduped.json read INFO 2025-11-10T15:44:38 +42ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=tool-result part INFO 2025-11-10T15:44:38 +3ms service=bus type=message.part.updated publishing |  Read app/input/deduped.json INFO 2025-11-10T15:44:38 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=finish-step part INFO 2025-11-10T15:44:38 +5ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:38 +4ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:38 +3ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=finish part INFO 2025-11-10T15:44:38 +2ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:38 +26ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:38 +7ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:39 +135ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:39 +6ms service=bus type=session.updated publishing INFO 2025-11-10T15:44:39 +30ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:39 +35ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p process INFO 2025-11-10T15:44:39 +13ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=start part INFO 2025-11-10T15:44:39 +303ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=start-step part INFO 2025-11-10T15:44:39 +9ms service=bus type=message.part.updated publishing INFO 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publishing INFO 2025-11-10T15:44:40 +1ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +5ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +0ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +5ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +1ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +2ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +5ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +1ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 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session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +5ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +7ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +7ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +8ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +7ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +6ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +17ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +16ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +5ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +7ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +6ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +10ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +5ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +6ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +5ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +4ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-delta part INFO 2025-11-10T15:44:40 +3ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +12ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=text-end part INFO 2025-11-10T15:44:40 +10ms service=bus type=message.part.updated publishing I'll produce the deduplicated JSON now ��� I wrote `/app/input/deduped.json` with results (50 original, 42 unique, 8 duplicates found). INFO 2025-11-10T15:44:40 +1ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=finish-step part INFO 2025-11-10T15:44:40 +9ms service=bus type=message.part.updated publishing INFO 2025-11-10T15:44:40 +4ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:40 +12ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p type=finish part INFO 2025-11-10T15:44:40 +2ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:40 +14ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:40 +7ms service=bus type=message.updated publishing INFO 2025-11-10T15:44:40 +13ms service=session.compaction pruning INFO 2025-11-10T15:44:40 +6ms service=session.lock sessionID=ses_591901743ffeBJX297xPd4MM7p unlocked INFO 2025-11-10T15:44:40 +5ms service=session.prompt session=ses_591901743ffeBJX297xPd4MM7p sessionID=ses_591901743ffeBJX297xPd4MM7p unlocking INFO 2025-11-10T15:44:40 +1ms service=default directory=/app/input disposing instance INFO 2025-11-10T15:44:40 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2025-11-10T15:44:40 +8ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.