/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_20251109_150359/task5_dedup_contact/openrouter-anthropic-claude-3.5-haiku/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: dfb89240 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 341 models to OpenCode configuration Set default model to openrouter/anthropic/claude-3.5-haiku 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 2025-11-09T15:46:06 +5053ms service=default version=1.0.20 args=["run","--print-logs"] opencode INFO 2025-11-09T15:46:06 +34ms service=project directory=/app/input fromDirectory INFO 2025-11-09T15:46:06 +28ms service=storage index=0 running migration ERROR 2025-11-09T15:46:06 +36ms service=storage error=ENOENT: no such file or directory, open '/home/cubbi/.local/share/opencode/project' index=0 failed to run migration INFO 2025-11-09T15:46:06 +68ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2025-11-09T15:46:06 +530ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2025-11-09T15:46:06 +15ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2025-11-09T15:46:06 +65ms 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 2025-11-09T15:46:07 +975ms service=bun code=0 stdout=bun add v1.3.1 (89fa0f34) installed @opencode-ai/plugin@1.0.20 3 packages installed [910.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2025-11-09T15:46:07 +67ms service=plugin path=opencode-copilot-auth@0.0.3 loading plugin INFO 2025-11-09T15:46:08 +20ms service=bun pkg=opencode-copilot-auth version=0.0.3 installing package using Bun's default registry resolution INFO 2025-11-09T15:46:08 +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-copilot-auth@0.0.3"] cwd=/home/cubbi/.cache/opencode running INFO 2025-11-09T15:46:08 +271ms service=bun code=0 stdout=bun add v1.3.1 (89fa0f34) installed opencode-copilot-auth@0.0.3 1 package installed [214.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2025-11-09T15:46:08 +23ms service=plugin path=opencode-anthropic-auth@0.0.2 loading plugin INFO 2025-11-09T15:46:08 +11ms service=bun pkg=opencode-anthropic-auth version=0.0.2 installing package using Bun's default registry resolution INFO 2025-11-09T15:46:08 +0ms 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 2025-11-09T15:46:10 +1776ms 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 [1.70s] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2025-11-09T15:46:10 +792ms service=bus type=* subscribing INFO 2025-11-09T15:46:10 +3ms service=bus type=session.updated subscribing INFO 2025-11-09T15:46:10 +1ms service=bus type=message.updated subscribing INFO 2025-11-09T15:46:10 +1ms service=bus type=message.part.updated subscribing INFO 2025-11-09T15:46:10 +3ms service=format init INFO 2025-11-09T15:46:10 +0ms service=bus type=file.edited subscribing INFO 2025-11-09T15:46:10 +4ms 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 2025-11-09T15:46:10 +25ms service=bus type=command.executed subscribing INFO 2025-11-09T15:46:10 +31ms service=session id=ses_596b4227effeFP6Cq1xxG3a0iZ version=1.0.20 projectID=global directory=/app/input title=New session - 2025-11-09T15:46:10.949Z time={"created":1762703170949,"updated":1762703170949} created INFO 2025-11-09T15:46:11 +54ms service=bus type=session.created publishing INFO 2025-11-09T15:46:11 +7ms service=bus type=session.updated publishing INFO 2025-11-09T15:46:11 +62ms service=bus type=message.part.updated subscribing INFO 2025-11-09T15:46:11 +1ms service=bus type=session.error subscribing INFO 2025-11-09T15:46:11 +0ms service=bus type=permission.updated subscribing INFO 2025-11-09T15:46:11 +25ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ 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 2025-11-09T15:46:12 +1388ms 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 [1349.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [26] Saved lockfile done INFO 2025-11-09T15:46:14 +1377ms service=provider status=completed duration=2787 providerID=openrouter getSDK INFO 2025-11-09T15:46:14 +59ms service=provider providerID=openrouter modelID=anthropic/claude-3.5-haiku found INFO 2025-11-09T15:46:14 +9ms service=session.lock sessionID=ses_596b4227effeFP6Cq1xxG3a0iZ locked INFO 2025-11-09T15:46:14 +4ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ sessionID=ses_596b4227effeFP6Cq1xxG3a0iZ locking INFO 2025-11-09T15:46:14 +314ms service=bus type=message.updated publishing INFO 2025-11-09T15:46:14 +270ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ process INFO 2025-11-09T15:46:15 +47ms service=provider providerID=openrouter modelID=anthropic/claude-haiku-4.5 getModel INFO 2025-11-09T15:46:15 +2ms service=provider status=started providerID=openrouter getSDK INFO 2025-11-09T15:46:15 +11ms service=provider status=completed duration=11 providerID=openrouter getSDK INFO 2025-11-09T15:46:15 +86ms service=provider providerID=openrouter modelID=anthropic/claude-haiku-4.5 found INFO 2025-11-09T15:46:15 +14ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=start part INFO 2025-11-09T15:46:15 +368ms service=bus type=message.updated publishing INFO 2025-11-09T15:46:15 +43ms service=bus type=session.updated publishing INFO 2025-11-09T15:46:17 +1896ms service=session.summary title=Deduplicating contacts.csv with JSON report title INFO 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2025-11-09T15:46:21 +88ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-end part INFO 2025-11-09T15:46:22 +33ms service=bus type=message.part.updated publishing I'll solve this task by creating a Python script to deduplicate the contacts. I'll break this down into steps using the TodoWrite tool. 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type=tool-input-delta part INFO 2025-11-09T15:46:50 +19ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +6ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +22ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +3ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +24ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +4ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +9ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +13ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 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service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +8ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +13ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +13ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +6ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +8ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +25ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +16ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +17ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +25ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +18ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +15ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +9ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +44ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +1ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +0ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +32ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +17ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +32ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +14ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +15ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +27ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +16ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +27ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +8ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:46:50 +43ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-end part INFO 2025-11-09T15:46:50 +15ms service=bus type=file.edited publishing INFO 2025-11-09T15:46:50 +12ms service=format file=/app/input/deduplicate_contacts.py formatting INFO 2025-11-09T15:46:50 +37ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-call part INFO 2025-11-09T15:46:50 +28ms service=format name=zig ext=.py checking INFO 2025-11-09T15:46:50 +2ms service=format name=standardrb ext=.py checking INFO 2025-11-09T15:46:50 +0ms service=format name=ruff ext=.py checking INFO 2025-11-09T15:46:50 +28ms service=format name=rubocop ext=.py checking INFO 2025-11-09T15:46:50 +1ms service=format name=prettier ext=.py checking INFO 2025-11-09T15:46:50 +0ms service=format name=mix ext=.py checking INFO 2025-11-09T15:46:50 +0ms service=format name=ktlint ext=.py checking INFO 2025-11-09T15:46:50 +0ms service=format name=htmlbeautifier ext=.py checking INFO 2025-11-09T15:46:50 +1ms service=format name=gofmt ext=.py checking INFO 2025-11-09T15:46:50 +4ms service=format name=clang-format ext=.py checking INFO 2025-11-09T15:46:50 +7ms service=format name=biome ext=.py checking INFO 2025-11-09T15:46:50 +15ms service=file.time sessionID=ses_596b4227effeFP6Cq1xxG3a0iZ file=/app/input/deduplicate_contacts.py read INFO 2025-11-09T15:46:50 +25ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:46:51 +96ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-end part INFO 2025-11-09T15:46:51 +50ms service=bus type=message.part.updated publishing Now, I'll write a Python script to accomplish this task: ���� Resolving [1/1]  ���� pyright [3/4]  ���� fsevents [5/5]  ���� pyright [6/6]  ���� pyright [7/6]  ���� pyright [7/6]  ���� Installing [2/1]  ���� Saving lockfile... INFO 2025-11-09T15:46:56 +5662ms service=lsp serverID=pyright spawned lsp server INFO 2025-11-09T15:46:56 +24ms service=lsp.client serverID=pyright starting client INFO 2025-11-09T15:46:56 +96ms service=lsp.client serverID=pyright sending initialize ERROR 2025-11-09T15:47:01 +5073ms service=lsp.client serverID=pyright error=Operation timed out after 5000ms initialize error ERROR 2025-11-09T15:47:02 +26ms service=lsp error=LSPInitializeError Caused by: Operation timed out after 5000ms Failed to initialize LSP client pyright INFO 2025-11-09T15:47:02 +71ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-result part INFO 2025-11-09T15:47:02 +18ms service=bus type=message.part.updated publishing |  Write app/input/deduplicate_contacts.py INFO 2025-11-09T15:47:02 +15ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=finish-step part INFO 2025-11-09T15:47:02 +56ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:02 +28ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:02 +12ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=finish part INFO 2025-11-09T15:47:02 +22ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:02 +198ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:02 +46ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:03 +727ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:03 +116ms service=bus type=session.updated publishing INFO 2025-11-09T15:47:03 +27ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:03 +145ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ process INFO 2025-11-09T15:47:03 +25ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=start part INFO 2025-11-09T15:47:05 +1527ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=start-step part INFO 2025-11-09T15:47:05 +27ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +12ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-start part INFO 2025-11-09T15:47:05 +13ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:05 +5ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +30ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:05 +5ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +7ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:05 +2ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +11ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:05 +0ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +63ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:05 +14ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +12ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:05 +7ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +14ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:05 +5ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +41ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:05 +3ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +178ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:05 +12ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +187ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-start part INFO 2025-11-09T15:47:05 +8ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +6ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-delta part INFO 2025-11-09T15:47:05 +214ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-end part INFO 2025-11-09T15:47:05 +26ms service=bus type=message.part.updated publishing Now I'll mark the first todo as completed: INFO 2025-11-09T15:47:05 +8ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-input-end part INFO 2025-11-09T15:47:05 +11ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-call part INFO 2025-11-09T15:47:05 +2ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:05 +24ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=tool-result part INFO 2025-11-09T15:47:05 +5ms service=bus type=message.part.updated publishing |  Todo 4 todos INFO 2025-11-09T15:47:05 +5ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=finish-step part INFO 2025-11-09T15:47:06 +15ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:06 +6ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:06 +7ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=finish part INFO 2025-11-09T15:47:06 +4ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:06 +56ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:06 +14ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:06 +116ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:06 +6ms service=bus type=session.updated publishing INFO 2025-11-09T15:47:06 +43ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:06 +65ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ process INFO 2025-11-09T15:47:06 +13ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=start part INFO 2025-11-09T15:47:09 +2972ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=start-step part INFO 2025-11-09T15:47:09 +19ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +1ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-start part INFO 2025-11-09T15:47:09 +5ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +3ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +61ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +5ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +130ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +3ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +20ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +4ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +7ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +0ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +77ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +1ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +20ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +2ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +9ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +13ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +86ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +0ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +56ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +0ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +18ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +6ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +57ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +4ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +30ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +6ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:09 +0ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:09 +4ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:10 +59ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:10 +3ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:10 +76ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:10 +2ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:10 +57ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:10 +7ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:10 +4ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:10 +5ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:10 +53ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:10 +3ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:10 +27ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:10 +2ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:10 +39ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:10 +4ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:10 +58ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:10 +10ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:10 +32ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:10 +10ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:10 +33ms service=session.prompt 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session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:11 +3ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:11 +10ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:11 +0ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:11 +72ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-end part INFO 2025-11-09T15:47:11 +9ms service=bus type=message.part.updated publishing [ {"id": "1", "content": "Read and parse contacts.csv", "status": "completed", "priority": "high"}, {"id": "2", "content": "Implement phone number normalization", "status": "completed", "priority": "high"}, {"id": "3", "content": "Create duplicate detection logic", "status": "completed", "priority": "high"}, {"id": "4", "content": "Generate deduped.json report", "status": "in_progress", "priority": "high"} ] INFO 2025-11-09T15:47:11 +2ms service=session.prompt 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session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +20ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +24ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +8ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +33ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +5ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +45ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +4ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +25ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +3ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +64ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +11ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +28ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +25ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +37ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +12ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +49ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +3ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +29ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +17ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +73ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +7ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +7ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +7ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +32ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +13ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +13ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +8ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +61ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:47:17 +1ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +94ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-end part INFO 2025-11-09T15:47:17 +30ms service=bus type=message.part.updated publishing Now I'll run the script: python /app/input/deduplicate_contacts.py Run contact deduplication script INFO 2025-11-09T15:47:17 +9ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=finish-step part INFO 2025-11-09T15:47:17 +36ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:17 +15ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:17 +7ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=finish part INFO 2025-11-09T15:47:17 +11ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:18 +74ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:18 +7ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:18 +371ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:18 +94ms service=bus type=session.updated publishing INFO 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publishing INFO 2025-11-09T15:47:25 +10ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:26 +355ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:26 +7ms service=bus type=session.updated publishing INFO 2025-11-09T15:47:26 +10ms service=bus type=message.updated publishing INFO 2025-11-09T15:47:26 +31ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ process INFO 2025-11-09T15:47:26 +19ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=start part INFO 2025-11-09T15:47:27 +1454ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=start-step part INFO 2025-11-09T15:47:27 +9ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:27 +46ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=finish-step part INFO 2025-11-09T15:47:27 +31ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:47:27 +14ms service=bus type=message.updated publishing INFO 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session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:49:44 +5ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:49:44 +51ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:49:44 +1ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:49:44 +57ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:49:44 +8ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:49:44 +22ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:49:44 +11ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:49:44 +43ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-delta part INFO 2025-11-09T15:49:44 +0ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:49:44 +120ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=text-end part INFO 2025-11-09T15:49:44 +24ms service=bus type=message.part.updated publishing /app/input/deduped.json [ {"id": "1", "content": "Read and parse contacts.csv", "status": "completed", "priority": "high"}, {"id": "2", "content": "Implement phone number normalization", "status": "completed", "priority": "high"}, {"id": "3", "content": "Create duplicate detection logic", "status": "completed", "priority": "high"}, {"id": "4", "content": "Generate deduped.json report", "status": "completed", "priority": "high"} ] Let me break down the solution for you: 1. **Phone Number Normalization**: - The `normalize_phone()` function removes spaces, dashes, and parentheses from phone numbers - This ensures phone number comparisons are consistent 2. **Email Matching**: - `normalize_email()` converts emails to lowercase and strips whitespace - Case-insensitive matching is implemented 3. **Name Matching**: - `names_match()` handles three scenarios: a. Exact name match (case-insensitive) b. Initials match with same last name c. Handles variations like "John Smith" and "J. Smith" 4. **Duplicate Detection**: - Checks phone, email, and name for matches - Identifies and groups duplicates - Determines primary contact based on most complete information 5. **Reporting**: - Generates JSON report with: - Original contact count - Unique contact count - Number of duplicates found - Detailed duplicate groups The script meets all the specified requirements: - Normalizes phone numbers - Case-insensitive email matching - Sophisticated name matching - Detailed duplicate grouping - Primary contact selection based on completeness The solution is flexible and can handle various contact information variations while maintaining data integrity. INFO 2025-11-09T15:49:44 +12ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=finish-step part INFO 2025-11-09T15:49:44 +35ms service=bus type=message.part.updated publishing INFO 2025-11-09T15:49:44 +14ms service=bus type=message.updated publishing INFO 2025-11-09T15:49:44 +7ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ type=finish part INFO 2025-11-09T15:49:44 +12ms service=bus type=message.updated publishing INFO 2025-11-09T15:49:44 +46ms service=bus type=message.updated publishing INFO 2025-11-09T15:49:44 +15ms service=bus type=message.updated publishing INFO 2025-11-09T15:49:44 +20ms service=session.compaction pruning INFO 2025-11-09T15:49:44 +17ms service=session.lock sessionID=ses_596b4227effeFP6Cq1xxG3a0iZ unlocked INFO 2025-11-09T15:49:44 +0ms service=session.prompt session=ses_596b4227effeFP6Cq1xxG3a0iZ sessionID=ses_596b4227effeFP6Cq1xxG3a0iZ unlocking INFO 2025-11-09T15:49:44 +6ms service=default directory=/app/input disposing instance INFO 2025-11-09T15:49:44 +20ms service=state key=/app/input waiting for state disposal to complete INFO 2025-11-09T15:49:44 +10ms 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.