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retiagod

@retiagod

📄💬 RPTFM 🧠 DocuMental ● 💻 Data, Python, Rust, Go ● 🤖 Automation, API ● 💪 Gym Believer ● https://teapawt.org/t.co/pvuYuavUCv

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Joined January 2020
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RPTFM DE Quizzes -Read & Prompt The Fucking Manual- Data Engineer Daily Quizzes for a better pit stop from your doomscrolling
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ismael. (@n0tisma) profile picture
ismael.
@n0tismaOct 31
INVESTIGADORES CHINOS ACABAN DE FIRMAR EL CERTIFICADO DE DEFUNCIÓN DE LA PROGRAMACIÓN El paper se titula: “El fin de la ingeniería de software” La idea central es que escribir código está completamente acabado como habilidad. Tu cerebro solo puede retener cierta cantidad de estado y de dependencias antes de chocar contra un muro. Un agente no tiene ese techo, y su capacidad no deja de crecer con el compute. Así que el humano deja de ser quien escribe el código. Te conviertes en el arquitecto de la intención, el que dirige a los agentes y audita el resultado. El código pasa a ser lo desechable, y el criterio pasa a ser el trabajo. Precisamente por eso te dejo abajo esta guía sobre cómo construir tu propio sistema de agentes desde cero. Abajo también tienes el paper completo en el que se basa todo esto ↓
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angel (@angeldot_) profile pictureangel
@angeldot_Jul 25
GRAPH ENGINEERING CON OPUS 5

GRAPH ENGINEERING CON OPUS 5

Article · @angeldot_
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Teguh Aprianto
@secgronOct 30
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Baskara Putra / Hindia (@wordfangs) profile pictureBaskara Putra / Hindia
@wordfangsOct 30
youtube windah kena hack?
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7. Downstream analytics teams frequently run queries on hourly batch exports and report missing data because they query files while the ingestion job is still actively writing. Which pattern resolves this race condition by signaling when the complete payload is safely written?
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-a specific threshold is reached. Which pattern is implemented?
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retiagod (@retiagod) profile picture
retiagod@retiagodOct 29
7. Downstream analytics teams frequently run queries on hourly batch exports and report missing data because they query files while the ingestion job is still actively writing. Which pattern resolves this race condition by signaling when the complete payload is safely written?
abcd
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Fast Metadata Cleaner
retiagod (@retiagod) profile pictureretiagod@retiagodOct 28
Replying to @retiagod
-Which idempotency pattern does this describe?
abcd
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Full Loader
retiagod (@retiagod) profile pictureretiagod@retiagodOct 28
Replying to @retiagod
4. A data ingestion pipeline must load a slowly evolving reference dataset of 500,000 records from a third-party source. The source system lacks update timestamps, sequence IDs, or modified flags to indicate which records have changed. Which ingestion pattern is required?
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Gold Layer
retiagod (@retiagod) profile pictureretiagod@retiagodOct 28
Replying to @retiagod
3. An analytics team needs to expose aggregated key performance indicators (KPIs) and dimensional star schemas to business intelligence tools. In which Medallion architecture layer should these data products be published?
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Dead-Letter
retiagod (@retiagod) profile pictureretiagod@retiagodOct 21
Replying to @retiagod
Which pattern solves this problem?
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Bronze Layer, Silver Layer
retiagod (@retiagod) profile pictureretiagod@retiagodOct 19
Replying to @retiagod
-which layer should store this raw, unaltered dataset complete with its data quality flaws, and which subsequent layer is tasked with storing cleansed and enriched events?
abcd
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Have you LARPing as a Data Engineer yet?
retiagod (@retiagod) profile pictureretiagod@retiagodOct 19
RPTFM DE Quizzes -Read & Prompt The Fucking Manual- Data Engineer Daily Quizzes for a better pit stop from your doomscrolling
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retiagod@retiagodOct 28
6. A real-time stream processing job joins user event Stream A with contextual Stream B. Due to network latency, Stream A arrives 10 minutes ahead of Stream B. To maximize join accuracy while bounded by memory limits, the application buffers unmatched events from Stream A until-
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retiagod@retiagodOct 28
5. A team maintains a batch process that writes weekly web visit records. To ensure safe backfilling and idempotency during retries, the orchestrator clears target weekly tables using fast `TRUNCATE` or `DROP` metadata operations before executing the write.-
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retiagod@retiagodOct 28
4. A data ingestion pipeline must load a slowly evolving reference dataset of 500,000 records from a third-party source. The source system lacks update timestamps, sequence IDs, or modified flags to indicate which records have changed. Which ingestion pattern is required?
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retiagod retweeted
retiagod (@retiagod) profile picture
retiagod@retiagodOct 28
3. An analytics team needs to expose aggregated key performance indicators (KPIs) and dimensional star schemas to business intelligence tools. In which Medallion architecture layer should these data products be published?
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-Which idempotency pattern does this describe?
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4. A data ingestion pipeline must load a slowly evolving reference dataset of 500,000 records from a third-party source. The source system lacks update timestamps, sequence IDs, or modified flags to indicate which records have changed. Which ingestion pattern is required?
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Image from retiagod (@retiagod)
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3. An analytics team needs to expose aggregated key performance indicators (KPIs) and dimensional star schemas to business intelligence tools. In which Medallion architecture layer should these data products be published?
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Image from retiagod (@retiagod)
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