Hacker News

JIT a eye ma Postgres

Nsɛm a wɔka

14 min read Via github.com

Mewayz Team

Editorial Team

Hacker News

JIT a eye ma Postgres: Ɛkɔ akyiri sen bere a ɛfata a wɔde kyerɛw nneɛma

Mfeɛ du du pii ni no, Just-in-Time (JIT) ayɛ sika kɔkɔɔ gyinapɛn a wɔde yɛ nneɛma a wɔyɛ ne nneɛma a wɔde ma no yie. Nnyinasosɛm no yɛ tiawa: tew nneɛma a wɔde asie ho ka so denam nneɛma a wubenya bere a wohia wɔ nneɛma a wɔyɛ mu nkutoo so. Nanso w’adwuma no agyapade a ɛho hia sen biara—ne data—no nso ɛ? Amanneɛ kwan so databea ahorow betumi ahu amane wɔ "data bloat," baabi a nsɛmmisa ne akwan a ɛnyɛ adwuma yiye no ma nsɛm a wɔakora so bi a ɛma gyinaesi brɛ ase. Wɔ dijitaal bere yi mu no, yehia JIT a eye ma yɛn data nhyehyɛe ahorow, titiriw ma adwuma apɔnkɔ te sɛ PostgreSQL. Eyi nyɛ honam fam nneɛma ho asɛm; ɛfa bere ankasa mu nyansa ne adeyɛ a wobenya denam hwɛ a wɔbɛhwɛ sɛ wɔadi data ho dwuma, ahwehwɛ mu, na wɔde ama bere ne baabi a ɛho hia pɛpɛɛpɛ.

Bottleneck no: Bere a Wo Data Nnyɛ "Bere-Nea Ɛwɔ Bere Mu Kɛkɛ"

PostgreSQL yɛ database a tumi wom, wotumi de ho to so, nanso ne dwumadie no ye te sɛ logic a wɔasi wɔ so no nko ara. Nnwuma pii hyia tebea a ɛtaa ba: wɔn Postgres database no kura nsɛm a ɛho hia nyinaa, nanso nhumu a ɛyɛ ne bere mu de a wobenya no yɛ apereperedi. Amanneɛbɔ ahorow gye nnɔnhwerew pii ansa na wɔayɛ, dashboard ahorow no yɛ foforo brɛoo, na wosi adwumayɛ ho gyinae a ɛho hia wɔ data a asɛe ho. Eyi ne nneɛma a wɔde ma a afã horow no ba akyiri dodo, na ɛma nneɛma a wɔyɛ no nyinaa gyae no yɛ pɛ. Bottleneck no nyɛ adekoradan (database no); ɛyɛ logistics (application no logic ne adwumayɛ nhyehyɛe). Data tena hɔ kwa, twɛn sɛ wɔbɛyɛ ho adwuma, sen sɛ ɛbɛsen a ɛnyɛ den na ama wɔayɛ ade. Saa akyɛdeɛ yi ma nsonsonoeɛ kɛseɛ ba data a wobɛnya ne akansiɛ mu mfasoɔ a wobɛnya afiri mu no ntam.

JIT Data a wɔde Modular Business Logic bɛnya

Ade titiriw a ɛbɛma woanya JIT a eye ma Postgres no gyina sɛ wobɛdan afi monolithic applications so akɔ modular business OS so. Sɛ anka wobɛkyekyere application baako a ɛyɛ katee a ɛdi biribiara ho dwuma firi CRM so kɔsi invoicing so no, modular kwan ma wo kwan ma wo hyehyɛ w’adwuma mu nteaseɛ firi nneɛma a ɛde ne ho, a ɛyɛ soronko mu. Ade biara a ɛka bom yɛ adwuma pɔtee bi—te sɛ gyinabea biako a ɛwɔ nhama a wɔde boaboa nneɛma ano so. Eyi ne baabi a asɛnka agua te sɛ Mewayz bɛyɛ nea ɛho hia. Mewayz yɛ adwuma sɛ modular adwumayɛ OS a ɛhyehyɛ saa nneɛma yi, hwɛ hu sɛ wɔbom yɛ adwuma wɔ biakoyɛ mu. Wo Postgres database no, wei kyerɛ sɛ wobetumi ayɛ nsɛmmisa ne data nsakraeɛ yie, ayɛ no afiri, na ɛnam nsɛm pɔtee bi so akanyan, ahwɛ sɛ wɔadi data ho dwuma na wɔde ama wɔ berɛ a ɛfata mu ama anammɔn a ɛdi hɔ wɔ wo adwumayɛ mu.

  • Nneyɛe a Ɛfa Nsɛm a Esisi: Adetɔn nhyehyɛe foforo a ɛwɔ Postgres mu no kanyan nneɛma a wɔakora so nhwehwɛmu, invoice awo ntoatoaso module, ne amanneɛbɔ a wɔde kɔma dwumadibea a wɔde nneɛma mena no ankasa.
  • Micro-Services a Wɔayɛ no Yie: Sɛ anka wɔbɛyɛ asɛmmisa kɛseɛ baako a ɛyɛ brɛoo no, nnwuma nketewa a ɛyɛ ntɛm di data nnwuma pɔtee bi ho dwuma, na ɛtew adesoa a ɛwɔ database no so.
  • Bere Ankasa mu Nsakraeɛ: Wɔtrɛw nsakraeɛ a ɛba database no mu ntɛm ara kɔ adwuma no afã a ɛfa ho nyinaa, ɛfiri akontabuo dashboards so kɔsi adetɔfoɔ portals so.
  • Decoupled Systems: Wobetumi ayɛ module ankorankoro no foforo, ayɛ scaled, anaa debugged a wɔremma data pipeline no nyinaa nnyae.

Wiase Ankasa Nkɛntɛnso: Efi Data Lag so kosi Data Agility so

Sɛ wode JIT kwan a eye kyɛn so bedi dwuma denam modular nhyehyɛe so a, ɛsakra sɛnea adwuma bi yɛ adwuma. Susuw e-commerce adwumakuw bi a wɔde Postgres di dwuma ho hwɛ. Wɔ atetesɛm nhyehyɛe mu no, ebia ade bi a wɔakora so a wɔbɛma ayɛ foforo no bɛyɛ batch nhyehyɛe a ɛkɔ so dɔnhwerew biara. Eyi de asiane ba sɛ wɔbɛtɔn nneɛma a ɛboro so. Sɛ wowɔ modular OS te sɛ Mewayz, bere a wɔawie adetɔ bi no, module a wɔatu ho ama no de nneɛma a wɔakora so no sie ntɛm ara, ɛyɛ dodow no foforo, na sɛ stock no sua a, ebetumi mpo akanyan adesrɛ a ɛfa restocking ho wɔ nea ɔde ma no nkyɛn —ne nyinaa wɔ sikani kakraa bi mu. Data a ɛwɔ Postgres mu no nyɛ kyerɛwtohɔ ara kwa bio; ɛbɛyɛ obi a ɔde ne ho hyɛ adwumayɛ nhyehyɛe a ɛyɛ nsu na ɛyɛ adwuma mu denneennen. Saa ahokeka yi ma nnwumakuw tumi di gua so nsakrae ho dwuma ntɛmntɛm, yɛ adetɔfo osuahu ahorow ma wɔn ankasa de, na woyi adwumayɛ mu akyɛde a ɛho ka yɛ den fi hɔ.

"Data a wobɛfa no sɛ agyapadeɛ a ɛntena hɔ yɛ tete nkaeɛ. Daakye yɛ nnwuma a ɛbɛtumi asiesie wɔn data a ɛsen no pɛpɛɛpɛ te sɛ nnɛyi nneɛma a wɔde ma."

Wo JIT Nhyehyɛe a Ɛyɛ Pa a Wobɛkyekyere ne Mewayz

Sɛ woredan akɔ data-driven, JIT dwumadie so a, ɛnhia sɛ wɔyɛ nsakraeɛ koraa. Ɛhyɛ aseɛ denam nsɛnnennen titire a wobɛhunu wɔ wo mprempren Postgres-dependent processes no mu. Ɛhe na data lag na ɛde ɛyaw kɛse ba? So ɛwɔ adetɔfo onboarding, order a wodi so, anaa sikasɛm ho amanneɛbɔ mu? Sɛ wode Mewayz's modular framework di dwuma a, wobɛtumi ahyɛ aseɛ denam decoupling dwumadie baako a ɛho hia so. Si anaa fa module soronko bi bata ho na ama woadi saa adwuma pɔtee no ho dwuma yiye. Nkakrankakra, bere a wode module pii ka ho no, wo nwene ntama a ɛnyɛ den a ɛfa adwumayɛ mu ntease ho a data tu a ɛnyɛ mmɔdenbɔ, na ɛma nyansa kwan so automation nya ahoɔden na ɛma wohu wo dwumadi nyinaa wɔ bere ankasa mu. Saa kwan yi di w’adwuma no ho adanseɛ daakye, ɛdane wo PostgreSQL database firi akoraeɛ a ɛnyɛ adwuma mu kɔ ahyehyɛdeɛ a ɛyɛ nnam ankasa no koma a ɛyɛ nnam, ɛbɔ.

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Nsɛmmisa a Wɔtaa Bisa

Bottleneck no: Bere a Wo Data Nnyɛ "Just-in-Time"

PostgreSQL yɛ database a tumi wom, wotumi de ho to so, nanso ne dwumadie no ye te sɛ logic a wɔasi wɔ so no nko ara. Nnwuma pii hyia tebea a ɛtaa ba: wɔn Postgres database no kura nsɛm a ɛho hia nyinaa, nanso nhumu a ɛyɛ ne bere mu de a wobenya no yɛ apereperedi. Amanneɛbɔ ahorow gye nnɔnhwerew pii ansa na wɔayɛ, dashboard ahorow no yɛ foforo brɛoo, na wosi adwumayɛ ho gyinae a ɛho hia wɔ data a asɛe ho. Eyi ne nneɛma a wɔde ma a afã horow no ba akyiri dodo, na ɛma nneɛma a wɔyɛ no nyinaa gyae no yɛ pɛ. Bottleneck no nyɛ adekoradan (database no); ɛyɛ logistics (application no logic ne adwumayɛ nhyehyɛe). Data tena hɔ kwa, twɛn sɛ wɔbɛyɛ ho adwuma, sen sɛ ɛbɛsen a ɛnyɛ den na ama wɔayɛ ade. Saa akyɛdeɛ yi ma nsonsonoeɛ kɛseɛ ba data a wobɛnya ne akansiɛ mu mfasoɔ a wobɛnya afiri mu no ntam.

JIT Data a wɔde Modular Business Logic bɛnya

Ade titiriw a ɛbɛma woanya JIT a eye ma Postgres no gyina sɛ wobɛdan afi monolithic applications so akɔ modular business OS so. Sɛ anka wobɛkyekyere application baako a ɛyɛ katee a ɛdi biribiara ho dwuma firi CRM so kɔsi invoicing so no, modular kwan ma wo kwan ma wo hyehyɛ w’adwuma mu nteaseɛ firi nneɛma a ɛde ne ho, a ɛyɛ soronko mu. Ade biara a ɛka bom yɛ adwuma pɔtee bi—te sɛ gyinabea biako a ɛwɔ nhama a wɔde boaboa nneɛma ano so. Eyi ne baabi a asɛnka agua te sɛ Mewayz bɛyɛ nea ɛho hia. Mewayz yɛ adwuma sɛ modular adwumayɛ OS a ɛhyehyɛ saa nneɛma yi, hwɛ hu sɛ wɔbom yɛ adwuma wɔ biakoyɛ mu. Wo Postgres database no, wei kyerɛ sɛ wobetumi ayɛ nsɛmmisa ne data nsakraeɛ yie, ayɛ no afiri, na ɛnam nsɛm pɔtee bi so akanyan, ahwɛ sɛ wɔadi data ho dwuma na wɔde ama wɔ berɛ a ɛfata mu ama anammɔn a ɛdi hɔ wɔ wo adwumayɛ mu.

Wiase Ankasa Nkɛntɛnso: Efi Data Lag so kosi Data Agility so

Sɛ wode JIT kwan a eye kyɛn so bedi dwuma denam modular nhyehyɛe so a, ɛsakra sɛnea adwuma bi yɛ adwuma. Susuw e-commerce adwumakuw bi a wɔde Postgres di dwuma ho hwɛ. Wɔ atetesɛm nhyehyɛe mu no, ebia ade bi a wɔakora so a wɔbɛma ayɛ foforo no bɛyɛ batch nhyehyɛe a ɛkɔ so dɔnhwerew biara. Eyi de asiane ba sɛ wɔbɛtɔn nneɛma a ɛboro so. Sɛ wowɔ modular OS te sɛ Mewayz a, bere a wɔawie adetɔ bi no, module a wɔatu ho ama no de nneɛma a wɔakora so no sie ntɛm ara, ɛyɛ dodow no foforo, na sɛ stock no sua a, ebetumi mpo akanyan adesrɛ a ɛfa restocking ho wɔ nea ɔde ma no nkyɛn —ne nyinaa wɔ sikɔne kakraa bi mu. Data a ɛwɔ Postgres mu no nyɛ kyerɛwtohɔ ara kwa bio; ɛbɛyɛ obi a ɔde ne ho hyɛ adwumayɛ nhyehyɛe a ɛyɛ nsu na ɛyɛ adwuma mu denneennen. Saa ahokeka yi ma nnwumakuw tumi di gua so nsakrae ho dwuma ntɛmntɛm, yɛ adetɔfo osuahu ahorow ma wɔn ankasa de, na woyi adwumayɛ mu akyɛde a ɛho ka yɛ den fi hɔ.

Wo JIT Nhyehyɛe a Ɛyɛ Pa a Wobɛkyekyere ne Mewayz

Sɛ woredan akɔ data-driven, JIT dwumadie so a, ɛnhia sɛ wɔyɛ nsakraeɛ koraa. Ɛhyɛ aseɛ denam nsɛnnennen titire a wobɛhunu wɔ wo mprempren Postgres-dependent processes no mu. Ɛhe na data lag na ɛde ɛyaw kɛse ba? So ɛwɔ adetɔfo onboarding, order a wodi so, anaa sikasɛm ho amanneɛbɔ mu? Ɛdenam Mewayz modular framework a wode bedi dwuma so no, wubetumi afi ase denam decoupling adwuma biako a ɛho hia so. Si anaa fa module soronko bi bata ho na ama woadi saa adwuma pɔtee no ho dwuma yiye. Nkakrankakra, bere a wode module pii ka ho no, wo nwene ntama a ɛnyɛ den a ɛfa adwumayɛ mu ntease ho a data tu a ɛnyɛ mmɔdenbɔ, na ɛma nyansa kwan so automation nya ahoɔden na ɛma wohu wo dwumadi nyinaa wɔ bere ankasa mu. Saa kwan yi di w’adwuma no ho adanseɛ daakye, ɛdane wo PostgreSQL database firi akoraeɛ a ɛnyɛ adwuma mu kɔ ahyehyɛdeɛ a ɛyɛ nnam ankasa no koma a ɛyɛ nnam, ɛbɔ.

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